iddaai-be/ai-engine/models/v25/lgb_v25_ht_result.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] [0:5.9333333333333336] [0:6.2666666666666666] [0:6.0666666666666664] [0:5.2000000000000002] [0:1] [0:1] [0:1] [0:1] [0:5] [0:5] [0:5] [0:5] [0:8] [0:1] [0:1] [0:11] [0:1] [0:1] [0.20999999999999999:0.81000000000000005] [0.22500000000000001:0.76000000000000001] [0:13] [0:13] [0:6.333333333333333] [0:6.666666666666667] [0:4.5] [0:4.5] [0:22.550000000000001] [0:17.5] [0:35.5] [0.065285302506677897:0.80962131918207236] [0.1044438556117265:0.4288719106684401] [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] [0:7.6500000000000004] [0:8.5600000000000005] [0:3.5299999999999998] [0:1.72] [0:7.3300000000000001] [0:5.0199999999999996] [0:2.5800000000000001] [0:3.77] [0:4.1299999999999999] [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] [0:6.2666666666666666] [0:5.2000000000000002] [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] [-1.2908333333333333:1.3799999999999999] [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] [0:8] [0:8] [-1:1] [0:1] [0:5.7999999999999998] [0:6.5] [0:5.2000000000000002] [0:6.5] [0:4.4119999999999999] [0:6.5] [0:5.3330000000000002] [0:4.7999999999999998] [0:5.3330000000000002] [0:4.5] [0:1] [0:1] [0:7] [0:8] [0:6] [0:7] [-1.8:1.8] [-2.2000000000000002:2] [1:30] [1.2:30] [1:12] [0:1] [0:1] [-4.4669999999999996:4.5999999999999996] [-5.2000000000000002:5] [-4.133:5.3330000000000002] [-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=972 976 968 1007 1009 1020 1018 1007 1018 1001 1020 1014 1002 1014 1011 984 1014 1022 1014 1020 1018 996 1017 1008 1014 1018 1013 1019 1019 1017 1004 1022 1018 1006 1018 1012 1006 1016 1012 975 1018 1009 1006 1010 1019 997 993 1017 1004 1002 1012 1016 1010 1017 1013 1017 1009 1003 1011 1012 1001 1016 1021 1005 1022 1010 1016 1005 1011 1015 1010 1009 1011 992 1013 1002 1018 1020 1000 1025 1017 1014 914 999 1001 1022 1024 997 1001 1015 1029 1016 1011 1021 1017 1012 1025 1010 1016 1021 1019 1021 1002 1027 1008 1025 1000 1013 1003 1023 1017 1000 1017 1016 1002 1017 1014 1012 1016 1016 1020 1014 1001 1016 1012 1007 1026 1009 1012 1019 1015 1019 1018 1017 1015 1004 1014 1014 1020 911 1022 1032 1018 1014 997 1014 1009 1016 1029 1015 1014 1030 1018 1020 1027 1013 1016 1017 1022 1025 1022 1019 1023 1007 1011 1009 1003 1010 1012 1003 1006 1015 1017 1026 1014 1018 1017 1021 1021 1011 1008 1020 1021 1024 1021 1016 1020 1010 1022 1015 1017 999 1026 1006 1012 1025 1018 1023 1019 1013 1021 1002 1019 1016 1014 1016 1021 1017 1024 1014 1025 1019 1021 1021 1016 1017 1014 1021 1004 1028 902 1009 1015 1011 909 1014 911 1008 1016 907 1016 1009 912 1012 1013 989 1023 1025 1019 1009 1018 991 1013 1017 920 1018 1023 920 1018 1022 1022 1013 1015 1005 1007 1020 1013 1015 1022 1009 1009 1018 1013 1017 1020 1020 1016 1020 1022 909 1016 1014 1010 903 1024 1002 1015 1016 1014 1016 915 1017 1016 910 1018 1004 1006 1010 1003 1015 1013 1022 905 1010 1006 1018 1020 1012 911 1009 1013 1024 1000 1024 1017 1010 1015 1021 1012 1017 1022 1022 1027 913 1022 1019 1018 1016 1024 1018 1025 909 1019 1017 1023 1022 1023 1023 903 1027 1014 908 1022 1008 1020 1013 1017 1016 1020 993 1020 1013 1023 1018 1013 1016 1015 1001 1032 1015 1025 1013 1028 1017 1012 1027 1022 1005 1010 1015 911 696 1015 1027 697 1014 904 1023 1024 1014 1002 992 1008 1009 1017 1026 1010 903 1014 907 1011 1021 1018 902 1011 1011 1017 1019 902 1017 1023 1017 1023 1022 1009 1018 1018 799 1023 1016 909 1021 1013 1017 1020 1013 1015 1011 1029 916 1018 1017 914 1019 1024 1015 1024 1022 1022 1013 1022 1024 1026 911 1019 1014 1023 1021 1019 911 1022 1021 1017 1018 1014 1028 916 1007 1026 1018 1020 908 907 1017 1025 1015 1019 909 908 911 1022 905 905 1025 906 1008 1025 1018 1024 908 1026 908 1019 797 1003 1013 799 908 1022 1020 1020 1016 1021 914 1019 1021 912 1011 1021 1021 908 1024 1017 1016 1028 1021 910 1027 1016 910 1023 1009 1020 1026 1019 1015 1022 1022 1024 1015 1010 1028 1018 1010 1015 1022 1017 1016 1029 1018 1003 1021 1020 1004 1018 1014 998 920 910 894 1019 912 1006 801 1014 912 804 907 1008 1021 1019 1014 888 913 1013 888 909 1011 803 1011 1015 705 911 1019 1006 1010 998 903 1018 1008 1013 1016 1023 999 1016 917 1002 1019 1006 1026 1012 1015 1024 906 1010 799 1024 1016 1020 1019 917 1018 911 903 993 904 1022 802 918 1025 1012 1024 1007 1012 907 905 1014 904 897 1019 1007 917 1013 1006 910 1027 1012 1000 1015 1022 1029 1019 1012 1020 1014 1015 1022 1017 1018 1023 1025 1013 1006 702 705 1013 699 703 1016 700 699 902 906 919 908 1011 1018 1011 1017 910 1024 1023 1025 1020 1023 914 1010 1029 1023 907 1018 1026 1011 914 909 1023 1018 914 1016 1021 1018 1021 706 910 1014 907 910 1018 1024 1024 1002 1018 1014 1014 1015 1021 1024 1011 1024 1027 908 1017 1021 908 1024 1031 908 899 1022 905 1022 1028 907 910 1012 588 900 1021 696 1010 1021 588 916 907 1018 920 916 1009 1023 899 1019 1021 910 913 916 911 1018 1020 907 1010 1020

Tree=0
num_leaves=8
num_cat=0
split_feature=36 34 34 34 95 35 7
split_gain=275.385 84.1013 51.9669 32.2495 22.2076 10.9167 8.78481
threshold=4.0650000000000004 2.0050000000000003 1.2250000000000003 3.2950000000000004 -1.0000000180025095e-35 7.455000000000001 -18.44627404077232
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=-1.0675794439612276 -1.0532201526036671 -1.0685273820548493 -1.0496944040670773 -1.0737389038446994 -1.0632953940067922 -1.0443167536003837 -1.0604613086982253
leaf_weight=488.60509949922562 306.30999302864075 1398.0476009249687 22.363340198993683 446.92796549201012 1175.091875910759 45.065518885850906 645.82615786790848
leaf_count=1442 904 4126 66 1319 3468 133 1906
internal_value=-1.06506 -1.06731 -1.05734 -1.06979 -1.06455 -1.05208 -1.0601
internal_weight=4528.24 3508.67 1019.57 1844.98 1663.7 351.376 668.189
internal_count=13364 10355 3009 5445 4910 1037 1972
is_linear=0
shrinkage=1


Tree=1
num_leaves=8
num_cat=0
split_feature=49 35 35 4 86 126 108
split_gain=78.6374 23.5953 15.4952 9.44244 8.96189 8.95593 5.16644
threshold=2.9450000000000007 4.4150000000000009 2.7450000000000006 1704.4687685416313 3.0956959706959712 1.8660000000000003 1.0000000180025095e-35
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=-0.90127731675696665 -0.89558996242962496 -0.9084996895097639 -0.89886817347230463 -0.88770694861278765 -0.90417147383004814 -0.8865749922379077 -0.90456251575894542
leaf_weight=2532.2756417691708 414.99073597788811 142.9131130874157 1057.9188421964645 22.070126324892044 346.97133025527 34.009702861309052 284.01719942688942
leaf_count=6999 1147 395 2924 61 959 94 785
internal_value=-0.900711 -0.902175 -0.897544 -0.89864 -0.901626 -0.894907 -0.905881
internal_weight=4835.17 3306.18 1528.99 1079.99 2879.25 449 426.93
internal_count=13364 9138 4226 2985 7958 1241 1180
is_linear=0
shrinkage=1


Tree=2
num_leaves=8
num_cat=0
split_feature=34 34 95 35 39 2 27
split_gain=245.509 86.6275 50.2122 30.268 27.7209 20.8533 15.4692
threshold=2.0250000000000004 4.5250000000000012 -1.5000000000000002 3.9950000000000006 0.42976513239726083 -206.31690219533411 0.61866071428571445
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=-1.3663745258992592 -1.3878921673142646 -1.3705974786172266 -1.3938361562887283 -1.3992177372668018 -1.3825606152536147 -1.3891551714079229 -1.3837626546729944
leaf_weight=11.782702088356016 933.91941076517105 129.32918244600296 1452.0777621269226 375.08268314599991 396.1232225894928 419.12754571437836 31.701079428195953
leaf_count=42 3329 461 5176 1337 1412 1494 113
internal_value=-1.39021 -1.38489 -1.39372 -1.39494 -1.3863 -1.38853 -1.37319
internal_weight=3749.14 1491.07 2258.07 1827.16 1330.04 430.91 161.03
internal_count=13364 5315 8049 6513 4741 1536 574
is_linear=0
shrinkage=1


Tree=3
num_leaves=8
num_cat=0
split_feature=36 34 34 34 96 99 52
split_gain=266.145 81.3002 49.6164 31.5494 13.4184 10.6176 8.57219
threshold=4.0650000000000004 2.0050000000000003 1.2250000000000003 4.745000000000001 4.5000000000000009 0.73508771929824568 3.8950000000000005
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=-0.00069559553459769188 0.010234696490579514 -0.0040322016388853717 0.0045661970952341601 -0.01169532638408783 0.0024844828259294833 0.016212382885025682 0.020430809812638166
leaf_weight=1082.4841198027134 212.28176686167717 1672.0471458733082 659.66987147927284 168.69350317120552 581.836445748806 141.11150676012039 9.8599047660827619
leaf_count=3194 623 4945 1943 500 1716 414 29
internal_value=-7.69131e-05 -0.0022888 0.00750213 -0.0047345 0.000416126 0.0126217 0.00479987
internal_weight=4527.98 3505.06 1022.92 1840.74 1664.32 353.393 669.53
internal_count=13364 10355 3009 5445 4910 1037 1972
is_linear=0
shrinkage=0.0168881


Tree=4
num_leaves=8
num_cat=0
split_feature=49 35 35 4 86 126 53
split_gain=76.5403 22.6651 15.0694 8.9646 8.76914 7.60561 6.47498
threshold=2.9450000000000007 4.4150000000000009 2.7650000000000001 1704.4687685416313 3.0956959706959712 1.9500000000000002 1.5750000000000004
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=-0.0003930069600231963 0.0051839413837609901 -0.0095756286665282294 0.001899591550178949 0.013037892732564322 -0.0032565772205568949 0.014092876847093247 -0.0039817001245813473
leaf_weight=2532.2348488271236 469.80109861493111 70.775065153837204 1010.255486369133 21.038822740316391 346.77775746583939 29.022426664829254 355.47570630908012
leaf_count=6999 1297 196 2791 58 959 80 984
internal_value=0.00016962 -0.00127605 0.00329248 0.00212684 -0.000737933 0.00570233 -0.00491058
internal_weight=4835.38 3305.26 1530.12 1031.29 2879.01 498.824 426.251
internal_count=13364 9138 4226 2849 7958 1377 1180
is_linear=0
shrinkage=0.0168881


Tree=5
num_leaves=8
num_cat=0
split_feature=42 34 42 95 42 17 95
split_gain=241.76 109.227 30.0766 30.0339 26.3482 9.6602 6.46486
threshold=3.5250000000000004 3.2150000000000003 1.5050000000000001 -6.7499999999999973 5.7150000000000007 1.0000000180025095e-35 -1.5000000000000002
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=0.0068378217956000503 -0.0028161532648002018 0.024501438956843063 0.0099359055419844036 0.00080311803424477034 -0.00030244086194904693 -0.0058596048617072464 -0.0097987608395090232
leaf_weight=281.39225631952286 831.90184211730957 45.658449411392212 353.5269081890583 1433.3955279290676 21.856926888227463 463.05254751443863 317.98390012979507
leaf_count=1001 2972 161 1251 5107 78 1654 1140
internal_value=-0.000125879 0.00364559 0.011602 0.00179341 -0.00500283 -0.00390446 -0.00918808
internal_weight=3748.77 2113.97 399.185 1714.79 1634.8 1294.95 339.841
internal_count=13364 7520 1412 6108 5844 4626 1218
is_linear=0
shrinkage=0.0168881


Tree=6
num_leaves=8
num_cat=0
split_feature=36 34 34 34 95 35 132
split_gain=257.122 78.8171 47.4103 30.9615 21.3699 10.3335 7.32527
threshold=4.0650000000000004 2.0050000000000003 1.2250000000000003 3.2950000000000004 -1.0000000180025095e-35 7.455000000000001 1.8820000000000003
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=-0.0025635385925883345 0.011239399620838652 -0.0034292692166623777 0.0041638852903932043 -0.0085524405004696342 0.0016395761951937837 0.01984212968872278 0.010352243169138005
leaf_weight=488.13315200805664 309.6206239759922 1393.1187335252762 610.96050652861595 443.57601442933083 1176.5914317369461 45.712746471166611 59.911624938249588
leaf_count=1442 904 4126 1796 1319 3468 133 176
internal_value=-7.55396e-05 -0.00225431 0.00735843 -0.00466657 0.000407117 0.0123462 0.00471657
internal_weight=4527.62 3501.42 1026.21 1836.69 1664.72 355.333 670.872
internal_count=13364 10355 3009 5445 4910 1037 1972
is_linear=0
shrinkage=0.0168881


Tree=7
num_leaves=8
num_cat=0
split_feature=48 55 34 41 100 4 147
split_gain=54.1696 19.9525 15.3413 12.8918 8.55404 6.61418 6.16083
threshold=1.675 1.6150000000000004 1.2250000000000003 1.7950000000000002 1.7750000000000001 1675.6550824252454 0.42433972487808291
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=0.00090977261951970668 0.00049189777126259387 0.0047999778441722265 -0.0008655623413341588 0.0017094761831444542 -0.0028441430537357757 -0.0051036341256340415 -0.0059456023907283268
leaf_weight=650.92727807164192 49.783021032810211 693.46436876058578 1943.4194293916225 865.42125618457794 235.85858130455017 111.0309322476387 285.64110696315765
leaf_count=1799 138 1913 5373 2390 652 307 792
internal_value=0.000166838 0.0019338 -0.00164137 0.00308429 -8.86298e-05 -0.00109462 -0.00499009
internal_weight=4835.55 2445.67 2389.87 1558.89 886.786 2054.45 335.424
internal_count=13364 6754 6610 4303 2451 5680 930
is_linear=0
shrinkage=0.0168881


Tree=8
num_leaves=8
num_cat=0
split_feature=36 34 36 36 97 95 85
split_gain=240.046 98.4936 29.7891 29.0693 26.6002 11.0107 6.32598
threshold=2.8450000000000002 3.2150000000000003 6.0450000000000008 1.1650000000000003 3.5000000000000004 -1.5000000000000002 -0.43190476190476185
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=-0.00030391762935782325 -0.00061019197664703283 0.024295804285940137 0.010127089470143602 0.009756429790043375 0.0040654929913198027 -0.0043599476950142739 -0.0095651259676213709
leaf_weight=754.93495059013367 277.32398447394371 44.047260046005249 4.7193990647792807 358.08767455816269 838.98380589485168 1147.7763783931732 322.45665284991264
leaf_count=2688 990 153 17 1259 2981 4113 1163
internal_value=-0.000123979 0.00388031 -0.00468535 0.0113491 0.00199597 -0.00363026 -0.00928099
internal_weight=3748.33 1996.05 1752.28 402.135 1593.92 1425.1 327.176
internal_count=13364 7081 6283 1412 5669 5103 1180
is_linear=0
shrinkage=0.0168881


Tree=9
num_leaves=8
num_cat=0
split_feature=36 37 95 36 37 36 42
split_gain=255.964 87.9549 36.2185 32.5877 11.139 9.47262 8.89871
threshold=4.3950000000000005 0.32999724851725659 -3.75 6.5150000000000006 0.24691708951781735 12.375000000000002 5.1350000000000007
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=-0.0082310331891179509 0.0083158777179871846 -0.0040297464866151048 0.00077285558325287625 0.010992156119608418 -0.0046173712949881653 0.017814285461143855 0.0037749996684922401
leaf_weight=411.62000122666359 214.85075774788857 567.87817227840424 2119.0584401786327 270.38120701909065 595.02803581953049 73.941021919250488 288.264318972826
leaf_count=1229 630 1682 6254 786 1766 214 845
internal_value=8.32362e-05 -0.0018373 -0.000242155 0.00845399 -0.00609503 0.0124572 0.00571419
internal_weight=4541.02 3693.58 2686.94 847.437 1006.65 344.322 503.115
internal_count=13406 10931 7936 2475 2995 1000 1475
is_linear=0
shrinkage=0.0168881


Tree=10
num_leaves=8
num_cat=0
split_feature=51 35 86 47 104 86 131
split_gain=71.9565 28.1093 16.3293 13.8529 7.99091 6.78795 5.83671
threshold=1.2550000000000001 4.3550000000000013 3.3951219512195125 2.1750000000000003 1.0075000000000001 3.0618622448979598 1.2930000000000004
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=-0.00051519429758498537 0.0024669560136740877 -0.0040598525065485627 -0.0060271753855542726 0.0061106897257805501 -0.0027591045913839245 -0.012886765515759218 -0.0081937139696418738
leaf_weight=2679.2971503734589 1105.5916614234447 303.97750440239906 162.59441742300987 360.42801010608673 90.255105912685394 5.4443030357360831 143.38715445995331
leaf_count=7407 3050 844 450 993 249 15 398
internal_value=-3.27096e-05 -0.00144999 -0.000830563 0.00295232 0.0020725 0.00582793 -0.00538488
internal_weight=4850.98 3289.26 2841.89 1561.72 1195.85 365.872 447.365
internal_count=13406 9099 7857 4307 3299 1008 1242
is_linear=0
shrinkage=0.0168881


Tree=11
num_leaves=8
num_cat=0
split_feature=42 37 95 42 37 29 7
split_gain=243.454 101.53 40.862 19.8348 15.0482 7.92742 4.81622
threshold=3.6350000000000002 0.24691708951781735 -6.7499999999999973 5.6750000000000007 0.090705157500570718 7.8452380952380958 58.076687155177872
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=0.030132895876863276 -0.0043621477729267515 0.0074511965620247074 0.0007982093157686581 -0.0095898559115505239 0.011089368731176719 0.019779860400750388 -0.0034653408518290373
leaf_weight=12.262577533721922 1133.7994439899921 315.06528607010841 1602.6193345785141 310.42475545406342 340.32275497913361 3.8919903337955466 41.534002810716629
leaf_count=42 4072 1113 5701 1126 1187 14 151
internal_value=-5.83203e-05 0.00342267 0.00189127 -0.00536347 0.0117518 -0.00427953 -0.00886719
internal_weight=3759.92 2270.27 1917.68 1489.65 352.585 1137.69 351.959
internal_count=13406 8043 6814 5363 1229 4086 1277
is_linear=0
shrinkage=0.0168881


Tree=12
num_leaves=8
num_cat=0
split_feature=34 35 40 41 35 96 40
split_gain=258.483 92.9479 40.9639 18.9049 12.8853 10.2088 7.85567
threshold=1.7750000000000001 4.1950000000000012 3.4050000000000007 1.905 6.3450000000000006 3.5000000000000004 4.285000000000001
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=0.00064455724022409336 -0.0034951265667288881 0.010131436900631299 -0.0056603300187813253 0.0042274905906295049 0.017631215949024247 -0.00088519000372169526 -0.0092981591547128799
leaf_weight=745.41748517751694 912.83917039632797 326.84374660253525 427.61995851993561 962.18157851696014 81.678432941436768 803.91071924567223 280.33785709738731
leaf_count=2197 2707 947 1275 2824 235 2380 841
internal_value=8.15589e-05 0.00439467 -0.00368262 0.00266345 0.011631 -0.00227297 -0.00710088
internal_weight=4540.83 2116.12 2424.71 1707.6 408.522 1716.75 707.958
internal_count=13406 6203 7203 5021 1182 5087 2116
is_linear=0
shrinkage=0.0168881


Tree=13
num_leaves=8
num_cat=0
split_feature=51 41 47 132 36 89 141
split_gain=69.8645 20.6483 13.4654 8.82579 7.93181 6.56255 6.52797
threshold=1.2550000000000001 2.2950000000000004 2.1750000000000003 2.1550000000000002 6.5150000000000006 0.73000000000000009 -2.2644999999999995
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=-0.00066031924973389473 0.001781614899174946 0.012416009827915206 0.0046516273098195235 0.010161742381605764 -0.0056811818184305096 0.010431275039794163 -0.0046238946049712171
leaf_weight=2647.274877011776 1159.4510383605957 6.488092213869094 297.27077335119247 36.988726675510406 92.888889998197556 69.058893799781799 541.35479855537415
leaf_count=7320 3197 18 818 102 258 190 1503
internal_value=-3.1658e-05 -0.00142895 0.00290818 0.00204071 -0.000830531 0.00574125 -0.00442204
internal_weight=4850.78 3288.01 1562.77 1196.44 2740.16 366.33 547.843
internal_count=13406 9099 4307 3299 7578 1008 1521
is_linear=0
shrinkage=0.0168881


Tree=14
num_leaves=8
num_cat=0
split_feature=34 36 35 97 36 36 35
split_gain=238.168 87.6088 45.482 21.8621 15.5098 15.177 11.7128
threshold=2.4950000000000006 3.4250000000000003 3.4450000000000007 4.5000000000000009 6.0450000000000008 1.1650000000000003 2.7650000000000001
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=-0.0012377085904053456 0.00061733220997612075 -0.0047100953778758583 0.023204809830446923 0.0029073238385704863 -0.0090171609284004223 0.012008306348129522 0.0064138489937800164
leaf_weight=1120.4536158144474 121.99437794089317 888.93661415576935 42.438298493623734 536.765983492136 325.89838543534279 185.43563798069954 537.61940887570381
leaf_count=3999 433 3204 144 1905 1190 642 1889
internal_value=-5.76546e-05 -0.00242054 0.007589 0.000104834 -0.00586555 0.0140936 0.00534183
internal_weight=3759.54 2872.05 887.488 1657.22 1214.83 227.874 659.614
internal_count=13406 10298 3108 5904 4394 786 2322
is_linear=0
shrinkage=0.0168881


Tree=15
num_leaves=8
num_cat=0
split_feature=36 40 36 40 95 95 53
split_gain=238.971 100.218 34.3726 22.9721 22.5753 10.7798 10.602
threshold=4.2550000000000008 2.6350000000000002 6.5150000000000006 4.285000000000001 -3.75 -5.2499999999999973 1.635
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=-0.0030969422661087176 -0.0054930766274320555 -0.0039212177197098423 0.018090117790532718 -0.0091988589088722698 0.0017475125135493653 0.0057098249354567213 0.010520715197120747
leaf_weight=335.10688018798828 25.63271689414978 1487.6425550878048 64.896855860948563 279.41783806681633 1513.1906363368034 551.77533635497093 282.85276940464973
leaf_count=993 75 4429 186 842 4456 1611 814
internal_value=7.98014e-05 -0.00188009 0.00773876 -0.00475576 0.000869172 0.00521245 0.0119334
internal_weight=4540.52 3615.36 925.158 1767.06 1848.3 577.408 347.75
internal_count=13406 10720 2686 5271 5449 1686 1000
is_linear=0
shrinkage=0.0168881


Tree=16
num_leaves=8
num_cat=0
split_feature=51 48 49 86 132 86 48
split_gain=67.553 17.8178 14.0393 10.5282 9.04277 6.20029 6.12069
threshold=1.2550000000000001 2.1850000000000005 4.1150000000000011 3.3279569892473124 2.1550000000000002 2.9649014778325129 3.1050000000000004
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=-0.00055619026355620098 0.0017529701533372396 -0.0034825621722813726 0.0061883873492195787 -0.005123856479896452 0.010184619720025462 -0.010891967494067529 -0.0093308430451391096
leaf_weight=2531.0456951856613 1184.0346313714981 546.65334808826447 336.30323618650436 152.60254010558128 37.425676971673965 6.171562284231185 56.302827179431915
leaf_count=7002 3263 1517 924 423 103 17 157
internal_value=-3.05312e-05 -0.00140535 0.00285864 -0.000815935 0.00201134 0.00588051 -0.00402871
internal_weight=4850.54 3286.6 1563.94 2683.65 1221.46 342.475 602.956
internal_count=13406 9099 4307 7425 3366 941 1674
is_linear=0
shrinkage=0.0168881


Tree=17
num_leaves=8
num_cat=0
split_feature=42 34 95 35 42 17 89
split_gain=230.541 108.188 34.1803 19.6749 19.1246 8.28456 5.55532
threshold=3.6350000000000002 3.2950000000000004 -6.7499999999999973 4.3950000000000005 5.6750000000000007 1.0000000180025095e-35 0.87000000000000011
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=0.0068175540256929599 -0.003123848312824285 0.0096844547057067069 0.00063727319573269302 0.019820169835015073 -0.0092532435554233926 -0.0061535176718769133 -0.00028497573782153507
leaf_weight=304.29705595970154 735.57023346424103 327.07711881399155 1582.744028031826 65.580757290124893 326.79204323887825 396.06062713265419 20.969247460365295
leaf_count=1069 2655 1128 5625 221 1200 1431 77
internal_value=-5.69877e-05 0.00331213 0.0016339 0.0113774 -0.00524872 -0.00418423 -0.00871255
internal_weight=3759.09 2279.7 1887.04 392.658 1479.39 1131.63 347.761
internal_count=13406 8043 6694 1349 5363 4086 1277
is_linear=0
shrinkage=0.0168881


Tree=18
num_leaves=8
num_cat=0
split_feature=42 39 35 35 39 35 10
split_gain=198.008 96.7432 38.6845 35.119 15.5415 13.0473 7.75386
threshold=4.7550000000000008 0.35055358275819004 4.1250000000000009 3.3450000000000002 0.5048398642449855 7.455000000000001 0.57738095238095244
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=-0.0005623500991802663 0.0090538713625246004 -0.0041778467405233647 0.010243165894756349 0.0046257781498082748 -0.0083431732190065409 0.020296534026480646 0.002929005079467683
leaf_weight=2025.6065887212753 70.878336578607559 928.19846832752228 369.00375220179558 455.8674281835556 352.53674060106277 40.905568867921829 350.48580130934715
leaf_count=5988 207 2769 1060 1335 1065 116 1023
internal_value=9.3357e-05 -0.00155481 0.00755273 0.000390743 -0.00532442 0.0112465 0.00395934
internal_weight=4593.48 3762.21 831.273 2481.47 1280.74 409.909 421.364
internal_count=13563 11157 2406 7323 3834 1176 1230
is_linear=0
shrinkage=0.0168881


Tree=19
num_leaves=8
num_cat=0
split_feature=47 54 38 40 78 118 50
split_gain=55.8552 18.3111 11.6494 7.24482 8.74948 4.34493 3.64885
threshold=1.8650000000000004 1.5950000000000004 0.24877663615746917 2.1550000000000007 1.9309523809523812 1.9000000000000001 2.0150000000000001
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=-0.0020920828644861449 -0.00010628272495900396 -0.0056490091836553426 -0.00011801168564694903 0.0031178460862577523 0.0084956282101660806 -0.011493210446677306 -0.012816903247014413
leaf_weight=1351.4383819997311 64.178718030452728 132.69223201274872 2309.8790141940117 918.33658531308174 95.241419583559036 11.230226784944533 23.913157433271408
leaf_count=3746 177 370 6385 2525 262 31 67
internal_value=-0.000126269 -0.00108857 -0.000846673 0.00324747 0.0036232 -0.00180243 -0.0067437
internal_weight=4906.91 3817.92 3661.32 1088.99 1013.58 75.4089 156.605
internal_count=13563 10568 10131 2995 2787 208 437
is_linear=0
shrinkage=0.0168881


Tree=20
num_leaves=8
num_cat=0
split_feature=34 42 42 95 95 145 27
split_gain=223.289 74.0402 43.9447 30.3353 28.4019 12.6971 3.8649
threshold=2.0250000000000004 2.4650000000000003 5.7150000000000007 -9.7499999999999964 -1.5000000000000002 0.17965000000000003 0.44414285714285723
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=0.0015409566718482895 0.016999714849709899 0.007442708082813717 -0.0059496900407433467 0.0076791511628665913 -0.0034508254762887114 0.0014126125020909556 -0.0099896069645512668
leaf_weight=416.48508417606354 127.33637657761574 112.58876839280128 92.241214781999588 457.22524529695511 1481.2774674892426 862.87197890877724 252.59247493743896
leaf_count=1483 434 398 341 1577 5342 3054 934
internal_value=5.01576e-05 0.00495681 -0.00336306 0.00970952 -0.00235531 0.00210864 -0.00890903
internal_weight=3802.62 1560.02 2242.6 584.562 1897.76 975.461 344.834
internal_count=13563 5463 8100 2011 6825 3452 1275
is_linear=0
shrinkage=0.0168881


Tree=21
num_leaves=8
num_cat=0
split_feature=40 41 40 95 40 95 40
split_gain=223.639 67.8988 40.2065 36.659 19.883 12.5712 11.1576
threshold=2.3750000000000004 2.2350000000000008 3.2450000000000006 -3.75 1.7850000000000004 4.3499999999999988 4.9450000000000012
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=-0.0041456742423754828 -0.0026750257082232714 0.010843102062918091 -0.0056153328653661726 0.003185816381565332 0.0031656792301478307 0.0012522767185932267 -0.0106434985113695
leaf_weight=223.66932526230812 1210.4289227128029 418.73158657550812 680.7942863702774 1492.3603166043758 124.92068892717361 287.7090263068676 154.43705457448959
leaf_count=662 3599 1198 2047 4370 365 852 470
internal_value=9.11451e-05 0.00387796 -0.00357607 0.00223021 0.00907903 -0.00192079 -0.00654509
internal_weight=4593.05 2259.68 2333.37 1716.03 543.652 1498.14 835.231
internal_count=13563 6595 6968 5032 1563 4451 2517
is_linear=0
shrinkage=0.0168881


Tree=22
num_leaves=8
num_cat=0
split_feature=51 35 86 44 37 8 35
split_gain=51.0352 22.8949 11.6842 11.3727 9.79843 9.52219 7.97713
threshold=1.2650000000000003 4.1950000000000012 3.0956959706959712 6.6250000000000009 0.55353051809124065 0.62142857142857155 7.455000000000001
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=-0.000263992244133186 0.0042542906064798108 -0.0037650376283098002 -0.0036072297393362979 0.0056377749154087201 -0.0052945873454534912 -3.1287716056198629e-05 -0.010671136514430227
leaf_weight=2590.0990483760834 774.34300765395164 481.9220669567585 336.93394413590431 100.24505174160004 31.909627586603165 538.10185304284096 52.949052631855011
leaf_count=7163 2127 1344 934 276 88 1482 149
internal_value=-0.000123319 -0.00123594 -0.000648845 0.00254301 0.00387634 0.000858937 -0.00444875
internal_weight=4906.5 3461.9 2927.03 1444.6 806.253 638.347 534.871
internal_count=13563 9590 8097 3973 2215 1758 1493
is_linear=0
shrinkage=0.0168881


Tree=23
num_leaves=8
num_cat=0
split_feature=34 34 95 2 95 95 34
split_gain=216.657 69.9971 41.3582 18.3862 17.7842 14.0018 13.7929
threshold=2.0250000000000004 3.9950000000000006 -1.5000000000000002 -216.71761486654472 -6.7499999999999973 6.7499999999999991 6.8750000000000009
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=0.02216551543193794 0.0069703991122211833 0.011001492755065125 -0.0035098183103339157 0.00076015208369769032 0.002277896762562381 -0.0068038250211271056 0.0205836060953298
leaf_weight=11.761001527309416 297.26821005344391 188.62690603733063 1284.2549380660057 425.63443112373352 1023.4328261017799 515.92651197314262 55.448601007461548
leaf_count=41 1034 639 4657 1518 3607 1884 183
internal_value=4.90245e-05 0.00486967 -0.00332213 0.00133578 0.00333412 -0.00445388 0.0131785
internal_weight=3802.35 1564.78 2237.58 437.395 1320.7 1800.18 244.076
internal_count=13563 5463 8100 1559 4641 6541 822
is_linear=0
shrinkage=0.0168881


Tree=24
num_leaves=8
num_cat=0
split_feature=34 35 34 35 34 96 49
split_gain=233.851 81.9431 48.9439 16.9788 12.9902 12.9502 11.0765
threshold=1.6850000000000003 4.1250000000000009 2.4950000000000006 7.455000000000001 3.4750000000000005 4.5000000000000009 3.3850000000000002
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=0.0013682208800872219 -0.00043805246564600171 0.0097808333701537662 -0.0045380032780680084 0.02046829286936485 -0.0084688630243212343 0.0046294469817468372 -0.0034291258869027421
leaf_weight=873.57339891791344 1169.1097204983234 404.5048052072525 627.43385848402977 47.365350842475891 388.13517701625824 576.46793580055237 505.9302790760994
leaf_count=2560 3462 1154 1882 133 1182 1683 1507
internal_value=8.8936e-05 0.00462163 -0.00311508 0.0109012 -0.00604034 0.00266475 -0.00134149
internal_weight=4592.52 1901.91 2690.61 451.87 1015.57 1450.04 1675.04
internal_count=13563 5530 8033 1287 3064 4243 4969
is_linear=0
shrinkage=0.0168881


Tree=25
num_leaves=8
num_cat=0
split_feature=49 36 50 40 21 125 50
split_gain=54.994 19.7119 9.60733 8.75343 6.85928 5.78377 5.07574
threshold=3.3850000000000002 6.5150000000000006 1.4150000000000003 2.1050000000000004 0.63333333333333341 1.5500000000000003 2.0150000000000001
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=-0.00026968273231300796 -0.0065896929956329661 -0.0042893530590071508 -0.0028402485916227279 0.0032195728447287453 0.010638922081309263 0.0065041444220209641 -0.01348363953449558
leaf_weight=3137.2520584464073 38.042409151792526 342.86407259106636 477.84187287092209 687.35704010725021 7.9709043800830832 196.67814034223557 18.028042823076248
leaf_count=8672 105 959 1327 1887 22 540 51
internal_value=-0.000120402 -0.000985184 -0.000609466 0.00357654 -0.0036046 0.00395035 -0.00474872
internal_weight=4906.03 3975.99 3615.09 930.048 46.0133 884.035 360.892
internal_count=13563 11009 9999 2554 127 2427 1010
is_linear=0
shrinkage=0.0168881


Tree=26
num_leaves=8
num_cat=0
split_feature=36 35 36 94 36 36 53
split_gain=205.48 79.1514 36.4838 25.5161 15.8196 13.8128 5.79342
threshold=2.7150000000000003 3.3750000000000004 6.0450000000000008 19.050000000000004 1.1650000000000003 3.4450000000000007 2.4650000000000003
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=0.00067284018920731959 -0.0010706868319376108 0.020892480214778034 -0.009629570062074537 0.0049994585293440322 0.01019293382566934 -0.0042620525317593576 -0.00021049977177509119
leaf_weight=946.90468829870224 700.31269869208336 46.462017029523849 304.88054820895195 659.55519512295723 259.96120044589043 864.11401501297951 19.841851979494095
leaf_count=3348 2516 151 1139 2304 882 3149 74
internal_value=4.79293e-05 0.00394958 -0.00390273 0.00244921 0.0118154 -0.00283346 -0.0090541
internal_weight=3802.03 1912.88 1889.15 1606.46 306.423 1564.43 324.722
internal_count=13563 6685 6878 5652 1033 5665 1213
is_linear=0
shrinkage=0.0168881


Tree=27
num_leaves=8
num_cat=0
split_feature=40 35 40 40 40 35 95
split_gain=210.242 62.5858 40.1437 29.9677 16.5114 15.2775 10.3973
threshold=2.2050000000000005 4.0150000000000006 3.4850000000000008 1.6050000000000002 2.6350000000000002 7.455000000000001 -8.2499999999999964
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=-0.0010184532945069348 -0.00019409719679379917 0.0084334316089612685 -0.010009766192946332 0.0042468441433673723 -0.0032471606384019791 0.018316702106992908 -0.0053135935921477953
leaf_weight=467.02106627821922 917.50374174118042 458.51176252961159 191.90896427631378 907.09608528017998 1124.3491237461567 49.421654611825943 449.35132026672363
leaf_count=1376 2708 1307 586 2643 3362 138 1364
internal_value=2.40818e-06 0.00432972 -0.00303295 0.00245731 -0.00187528 0.00939512 -0.00671905
internal_weight=4565.16 1882.05 2683.11 1374.12 2041.85 507.933 641.26
internal_count=13484 5464 8020 4019 6070 1445 1950
is_linear=0
shrinkage=0.0168881


Tree=28
num_leaves=8
num_cat=0
split_feature=47 41 86 41 46 86 145
split_gain=49.7436 16.8555 12.8236 10.2678 12.2634 10.6737 6.76164
threshold=1.7250000000000003 2.5650000000000004 3.0618622448979598 1.8750000000000002 2.4650000000000003 2.8956442831215976 0.20195000000000005
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=-0.00052598692102810761 0.0036224349976547651 -0.0087577164852540006 -0.0037572478359067791 -0.014011726828145431 0.0006391189452535711 -0.0019043345286944094 -0.0024191092076652951
leaf_weight=2650.2906448841095 1113.055737555027 112.70714217424393 403.64876163005829 17.01068389415741 387.11198699474335 109.45884123444557 83.625000834465027
leaf_count=7340 3056 317 1121 47 1067 301 235
internal_value=-5.48451e-05 -0.00126145 -0.000953081 0.00235612 2.23543e-05 0.00312757 -0.006058
internal_weight=4876.91 3250.27 3053.94 1626.64 404.123 1222.51 196.332
internal_count=13484 9013 8461 4471 1114 3357 552
is_linear=0
shrinkage=0.0168881


Tree=29
num_leaves=8
num_cat=0
split_feature=42 34 42 97 34 17 1
split_gain=233.233 70.2628 24.1471 17.9513 16.4681 13.9102 6.25396
threshold=3.5450000000000004 3.5950000000000002 4.8150000000000004 3.5000000000000004 6.8750000000000009 1.0000000180025095e-35 1638.2257740837374
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=0.00061876053016195751 -0.0016480374747325896 0.0091290367026185086 -0.0078303020698419507 0.003919076122898428 0.019177422722217487 -0.0058738481498916825 0.0013143366780702524
leaf_weight=891.76832565665245 597.89727735519409 266.82165494561195 596.97589614987373 994.03887259960175 56.347292900085449 353.55131089687347 22.115299195051193
leaf_count=3167 2169 896 2219 3484 182 1285 82
internal_value=6.78542e-05 0.00360529 -0.00490756 0.00235842 0.0108811 -0.00321834 -0.0075036
internal_weight=3779.52 2208.98 1570.54 1885.81 323.169 951.449 619.091
internal_count=13484 7729 5755 6651 1078 3454 2301
is_linear=0
shrinkage=0.0168881


Tree=30
num_leaves=8
num_cat=0
split_feature=34 42 34 38 40 53 93
split_gain=216.567 59.1823 35.1651 28.2142 13.2874 8.94496 5.74158
threshold=1.7750000000000001 5.995000000000001 3.2950000000000004 0.25096650391287106 2.6350000000000002 1.635 15.900000000000002
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=0.0050112341463845736 -0.00049707275663735454 0.016688245245583013 -0.0091116853540421771 0.00071835330254725225 -0.0034595225996179933 0.0089736499406928693 -0.0050099273129827569
leaf_weight=781.09062185883522 638.06148466467857 49.342381685972214 297.67630195617676 990.2370987534523 1336.0893391370773 327.09640422463417 144.66963139176369
leaf_count=2262 1887 138 913 2907 4007 927 443
internal_value=1.69178e-06 0.00390375 -0.00346642 0.00261137 -0.00250205 0.00998493 -0.00777026
internal_weight=4564.26 2147.77 2416.5 1771.33 1974.15 376.439 442.346
internal_count=13484 6234 7250 5169 5894 1065 1356
is_linear=0
shrinkage=0.0168881


Tree=31
num_leaves=8
num_cat=0
split_feature=49 86 48 49 0 128 3
split_gain=46.5544 14.0493 11.9274 9.24269 8.91341 6.47641 5.42648
threshold=2.9750000000000005 3.0919661733615227 2.7350000000000008 2.2750000000000004 1595.5116337431675 1.0000000180025095e-35 1540.8268360466757
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=-0.0005326964034499883 0.0004608193879621244 -0.0057798276903565232 -0.006093218423980893 -0.00027714240939312099 0.0028468432130523166 0.0034883358078751751 -0.0032289234788217464
leaf_weight=2858.0287203788757 248.64155846834183 282.90116131305695 114.42733407020569 125.77345129847527 65.110741227865219 1063.8706558048725 117.72782316803932
leaf_count=7918 683 788 322 349 179 2921 324
internal_value=-5.30615e-05 -0.00115043 -0.000746762 -0.00408639 0.00242817 0.00291482 -0.00106514
internal_weight=4876.48 3381.13 2972.46 408.675 1495.35 1312.51 182.839
internal_count=13484 9377 8240 1137 4107 3604 503
is_linear=0
shrinkage=0.0168881


Tree=32
num_leaves=8
num_cat=0
split_feature=42 34 95 42 34 17 6
split_gain=226.382 67.6516 34.6239 23.6894 19.6261 13.6833 9.43078
threshold=3.5450000000000004 3.1950000000000007 4.3499999999999988 4.8150000000000004 6.8750000000000009 1.0000000180025095e-35 1531.6987204454733
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=0.0031776479303693502 -0.0016189625574133666 0.0080941531802135019 -0.0029600578220928481 -0.007770555848940288 0.018723802937473746 -0.005816080452599735 0.0053881192848360222
leaf_weight=1454.2035440206528 597.03628119826317 383.17796441912651 319.77717387676239 599.80120265483856 56.902017623186111 352.26955977082253 15.944785982370375
leaf_count=5120 2169 1288 1139 2242 182 1285 59
internal_value=6.64196e-05 0.00354161 0.00207125 -0.00484988 0.00946862 -0.00317646 -0.00742977
internal_weight=3779.11 2214.06 1773.98 1565.05 440.08 949.306 615.746
internal_count=13484 7729 6259 5755 1470 3454 2301
is_linear=0
shrinkage=0.0168881


Tree=33
num_leaves=8
num_cat=0
split_feature=36 34 34 95 34 35 6
split_gain=228.621 66.9893 31.6179 22.9593 22.3554 10.2246 7.6297
threshold=4.0650000000000004 2.0350000000000006 1.2250000000000003 4.3499999999999988 3.2950000000000004 7.6500000000000012 1462.9634165424573
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=-0.0009124129412232374 0.0097492325956681086 -0.0032907172611062381 0.018173894336395859 0.0034504866602805867 -0.0076732691446189782 0.01825705225649853 0.0044648621555184948
leaf_weight=1233.113286793232 330.71864014863968 1347.4955034255981 11.781276345252989 477.11490598320961 440.50104323029518 45.885983318090439 676.68970590829849
leaf_count=3635 932 4046 34 1398 1356 127 1956
internal_value=9.48536e-07 -0.00208482 0.00685164 0.000304723 -0.00437044 0.0107859 0.0046995
internal_weight=4563.3 3498.22 1065.08 1710.23 1788 376.605 688.471
internal_count=13484 10435 3049 5033 5402 1059 1990
is_linear=0
shrinkage=0.0168881


Tree=34
num_leaves=8
num_cat=0
split_feature=49 48 130 5 85 27 50
split_gain=44.9621 13.6919 8.44727 8.63288 8.41282 7.89235 6.86239
threshold=2.9750000000000005 2.1250000000000004 0.41450000000000004 1516.6711354307115 0.072307692307692267 0.53707142857142876 1.8150000000000002
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=-3.825113156971136e-05 -0.011304379917192313 -0.0026647014805271023 0.0031246095522715128 -0.00045124454167072981 0.0098839488772884676 -0.0022396531443166327 -0.0088001999552651325
leaf_weight=2007.9313189685345 23.316182821989063 711.51366358995438 1237.9890141785145 228.0105268061161 6.9325774312019339 604.27655664086342 56.095693558454514
leaf_count=5561 64 1984 3397 627 19 1673 159
internal_value=-5.11861e-05 -0.0011302 0.00238614 0.00256843 -0.00644747 -0.000547506 -0.00311311
internal_weight=4876.07 3379.82 1496.25 1466 30.2488 2612.21 767.609
internal_count=13484 9377 4107 4024 83 7234 2143
is_linear=0
shrinkage=0.0168881


Tree=35
num_leaves=8
num_cat=0
split_feature=36 41 36 94 55 85 36
split_gain=226.062 40.355 24.992 16.0465 12.5737 9.57764 6.84627
threshold=2.8550000000000004 2.2050000000000005 4.4750000000000005 19.050000000000004 1.6650000000000003 -0.27388994307400377 8.5450000000000017
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=0.0016856360989377346 0.0038847155270370303 0.0088904004263172676 -0.0061913129442076218 0.0048556178502373679 0.019703723545244443 -0.0033007865895212803 -0.01033078270489393
leaf_weight=1096.6673528552055 55.865945130586624 172.23319748044014 491.56443825364113 778.96331438422203 37.321151286363602 997.65510538220406 148.37797039747238
leaf_count=3859 203 578 1835 2693 119 3631 566
internal_value=6.48999e-05 0.00378748 -0.00451875 0.00300217 0.0108164 -0.00291973 -0.00715114
internal_weight=3778.65 2085.19 1693.46 1875.63 209.554 1053.52 639.942
internal_count=13484 7249 6235 6552 697 3834 2401
is_linear=0
shrinkage=0.0168881


Tree=36
num_leaves=8
num_cat=0
split_feature=36 34 95 34 34 99 54
split_gain=209.995 70.7165 43.5387 25.747 12.1962 9.66355 8.80115
threshold=4.0650000000000004 2.6550000000000007 -3.75 1.2250000000000003 4.3450000000000006 0.45804195804195807 1.7350000000000001
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=-0.0045748799393889135 0.0093475621873096038 -0.0049647726087288018 0.00063060230769077766 -9.8675455309352124e-05 -0.0096573292814719925 0.0055471831595193576 0.018024474457661133
leaf_weight=588.42029604315758 343.75129011273384 624.27135002613068 2071.7636109292507 101.09681618213654 211.50760585069656 597.07577991485596 36.929919689893723
leaf_count=1760 965 1898 6121 292 657 1722 102
internal_value=0.00014285 -0.00186715 -0.000520817 0.00665616 -0.00615233 0.00472962 0.0101894
internal_weight=4574.82 3495.96 2660.18 1078.85 835.779 698.173 380.681
internal_count=13517 10436 7881 3081 2555 2014 1067
is_linear=0
shrinkage=0.0168881


Tree=37
num_leaves=8
num_cat=0
split_feature=35 53 35 86 86 30 30
split_gain=41.2372 14.6917 9.57373 9.42844 9.13603 8.02201 3.07966
threshold=3.4050000000000007 3.3250000000000006 6.4250000000000007 3.0568733153638816 3.0618622448979598 0.1201503759398496 0.14124040920716111
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=0.00087752598614544686 -0.0016402769461125002 0.0085741032240925497 -0.013390331340227948 -0.0022324548630416265 -0.0057670095668554923 0.0018045209544476064 -0.0061102822169854703
leaf_weight=2973.2034526765347 1136.6770381033421 103.29917070269585 21.506839841604233 306.70494714379311 176.81386360526085 96.647289216518402 72.379434764385223
leaf_count=8197 3163 282 61 850 494 264 206
internal_value=-0.0001289 0.000857646 -0.00256823 0.000586703 -0.00219581 0.00530205 -0.00777824
internal_weight=4887.23 3479.85 1407.38 3279.91 1313.49 199.946 93.8863
internal_count=13517 9593 3924 9047 3657 546 267
is_linear=0
shrinkage=0.0168881


Tree=38
num_leaves=8
num_cat=0
split_feature=34 34 35 39 34 86 35
split_gain=193.448 55.9859 31.3546 19.6315 11.9179 8.77242 4.14243
threshold=2.0250000000000004 3.2950000000000004 3.9950000000000006 0.27797209426403818 6.8750000000000009 3.238859180035651 5.8450000000000006
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=-0.0035811158770115929 0.0022866409515366172 0.0087396284224237515 -0.0066221676201825069 5.5788356520171107e-05 0.016906774556271535 0.0086030342058411764 -0.010855395533326248
leaf_weight=1173.906469643116 1082.3554186224937 348.42099604010582 309.39352810382843 662.01128900051117 59.699738442897797 66.57161408662796 83.816240757703781
leaf_count=4309 3786 1158 1171 2352 188 230 323
internal_value=-6.213e-06 0.0045613 -0.00319663 -0.00226968 0.00993438 0.00265265 -0.00752459
internal_weight=3786.18 1557.05 2229.13 1835.92 408.121 1148.93 393.21
internal_count=13517 5362 8155 6661 1346 4016 1494
is_linear=0
shrinkage=0.0168881


Tree=39
num_leaves=8
num_cat=0
split_feature=34 35 95 34 35 95 53
split_gain=194.947 77.9385 38.2884 31.6248 13.2215 11.1508 5.65552
threshold=1.925 4.035000000000001 -3.75 3.2950000000000004 6.3450000000000006 -6.7499999999999973 1.885
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=-0.0040251316834248197 -0.005646832903794168 0.0079716010137413345 0.0026971305694593111 -0.011337243016314053 0.015311312124900812 -0.0020005240826264071 -0.0067628991062274723
leaf_weight=279.85114413499832 293.50004827976227 418.94003418087959 1770.5469314157963 100.28541812300682 84.05261966586113 1293.2211712896824 333.58815199136734
leaf_count=829 888 1180 5164 311 232 3878 1035
internal_value=0.000139488 0.00324101 0.00177962 -0.00377984 0.00919816 -0.00267501 -0.00782027
internal_weight=4573.99 2553.39 2050.4 2020.59 502.993 1586.72 433.874
internal_count=13517 7405 5993 6112 1412 4766 1346
is_linear=0
shrinkage=0.0168881


Tree=40
num_leaves=8
num_cat=0
split_feature=35 53 35 28 130 103 145
split_gain=39.9035 14.3496 9.29366 9.28023 8.8286 6.71089 3.40384
threshold=3.4050000000000007 3.3250000000000006 6.4250000000000007 3.8166666666666669 1.6460000000000001 2.2165000000000004 0.18955000000000002
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=0.0016260170661364479 -0.0019561682723275267 0.0067254325302665684 -0.011319077736325402 -0.00019219398979519636 -0.0032074467220289224 -0.0093268990181634027 -0.0048260868784902313
leaf_weight=1387.4400183558464 1276.3235619366169 170.09010988473892 40.96088969707489 1892.9666974842548 30.02317076921463 36.23276299238205 52.642848610877991
leaf_count=3823 3556 464 117 5224 82 101 150
internal_value=-0.000125362 0.000844642 -0.00252633 0.000576807 0.00523507 -0.00215966 -0.0076677
internal_weight=4886.68 3480.52 1406.16 3280.41 200.113 1312.56 93.6037
internal_count=13517 9593 3924 9047 546 3657 267
is_linear=0
shrinkage=0.0168881


Tree=41
num_leaves=8
num_cat=0
split_feature=34 34 95 35 35 34 95
split_gain=187.729 53.5977 48.61 21.9375 18.474 11.3536 10.3968
threshold=2.0250000000000004 3.2950000000000004 -1.5000000000000002 2.6050000000000004 3.9950000000000006 6.8750000000000009 -15.749999999999996
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=0.0089770557616221727 0.014805143880312701 0.0085562535153610765 -0.0035165955230995701 -0.00012517466235519329 -0.0077900597983373912 0.016494056361176072 0.0024018091086939657
leaf_weight=97.9619100689888 19.609480828046799 350.29306825995445 1435.569572865963 329.60566005110741 361.0998777449131 60.239105969667435 1131.0570224225521
leaf_count=342 67 1158 5245 1186 1382 188 3949
internal_value=-6.70604e-06 0.00448231 -0.00315757 0.00196022 -0.0043755 0.00972107 0.00261321
internal_weight=3785.44 1561.2 2224.24 427.568 1796.67 410.532 1150.67
internal_count=13517 5362 8155 1528 6627 1346 4016
is_linear=0
shrinkage=0.0168881


Tree=42
num_leaves=8
num_cat=0
split_feature=36 34 95 34 34 41 99
split_gain=196.67 67.0115 41.4104 23.6941 11.8194 10.0388 9.36562
threshold=4.0650000000000004 2.6550000000000007 -3.75 1.2250000000000003 4.3450000000000006 2.9550000000000005 0.45804195804195807
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=-0.0044698663498961046 0.0087876960486834264 -0.0048322504829809579 0.00061369967814282347 -0.00017494294925489044 -0.0094708698898636964 0.017193471798905999 0.0053774609208609462
leaf_weight=586.30772346258163 336.93111419677734 621.17080447077751 2072.5577455759048 101.28044351935387 209.53614974021912 46.070380091667175 599.20453351736069
leaf_count=1760 941 1898 6121 292 657 126 1722
internal_value=0.00013612 -0.0018154 -0.000507271 0.00642137 -0.00600232 0.00979888 0.00457463
internal_weight=4573.06 3489.57 2658.87 1083.49 830.707 383.001 700.485
internal_count=13517 10436 7881 3081 2555 1067 2014
is_linear=0
shrinkage=0.0168881


Tree=43
num_leaves=8
num_cat=0
split_feature=47 132 54 38 51 28 38
split_gain=31.138 13.4631 11.6245 11.2972 7.38682 6.79169 3.99975
threshold=1.7650000000000003 2.1550000000000002 1.5950000000000004 0.24658591101020297 1.6150000000000004 0.81666666666666676 0.28993995749693746
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=-0.0020451032326816161 0.0016360552745857187 0.0063033523512070026 0.01317882463171987 -7.2889278047203984e-06 0.022670250249499771 -0.0061966919834263914 0.017606277453532458
leaf_weight=1248.7783875465393 1393.5851128995419 17.13871043920517 5.3442504107952109 2049.0748857855797 4.7780663669109336 148.75258222222328 18.662530332803726
leaf_count=3478 3821 47 15 5670 13 422 51
internal_value=-0.000121807 0.00196979 -0.000990797 -0.000778943 0.00170795 -0.00552455 0.0121961
internal_weight=4886.11 1434.16 3451.95 3297.85 1398.36 154.097 35.8012
internal_count=13517 3932 9585 9148 3834 437 98
is_linear=0
shrinkage=0.0168881


Tree=44
num_leaves=8
num_cat=0
split_feature=36 39 95 36 95 36 30
split_gain=186.58 57.0169 38.7227 21.1761 14.1629 9.70634 7.29392
threshold=2.7950000000000004 0.42976513239726083 -2.9999999999999978 3.5050000000000003 -8.2499999999999964 7.6550000000000011 0.22594670406732117
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=0.0052868855464245756 -0.0021420532278302374 0.01184909873305781 -0.00049509920913505328 -0.0046982813599999191 0.0061815019596147972 -0.0089538322649617193 0.0038296020751814866
leaf_weight=527.19243407249451 571.8331316113472 179.76019248366356 884.74803671240807 955.44399181008339 418.69958969950676 182.00175234675407 64.960307866334915
leaf_count=1822 2074 588 3128 3563 1399 708 235
internal_value=-7.21312e-06 0.00351541 0.00166377 -0.00399873 0.00788393 -0.00537923 -0.00153284
internal_weight=3784.64 2010.4 1411.94 1774.24 598.46 1137.45 636.793
internal_count=13517 6937 4950 6580 1987 4271 2309
is_linear=0
shrinkage=0.0168881


Tree=45
num_leaves=8
num_cat=0
split_feature=34 36 34 95 95 44 36
split_gain=165.41 49.688 37.0736 25.8264 16.2521 9.07883 8.56331
threshold=1.7750000000000001 6.5150000000000006 3.2950000000000004 -3.75 -6.7499999999999973 11.325000000000001 11.875000000000002
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=-0.0032475311313238772 -0.0054567111849008997 0.0076353448680438526 -0.008164131494818776 0.0029697603397785904 -0.0013927722807576843 0.0027257775266054051 0.013712604115660144
leaf_weight=216.24783757328987 339.54403027892113 265.6244187951088 406.03082650899887 1603.7661348283291 1618.554755449295 23.071898967027664 88.071304649114609
leaf_count=640 1031 741 1270 4648 4844 72 242
internal_value=-1.37462e-05 0.00335665 -0.00308273 0.00223103 -0.00209749 -0.00757855 0.00914868
internal_weight=4560.91 2173.71 2387.2 1820.01 1958.1 429.103 353.696
internal_count=13488 6271 7217 5288 5875 1342 983
is_linear=0
shrinkage=0.0168881


Tree=46
num_leaves=8
num_cat=0
split_feature=49 50 37 86 44 40 95
split_gain=36.3111 14.7607 8.80325 7.69127 9.10769 8.14606 3.55183
threshold=3.3850000000000002 1.8150000000000002 0.12198347945875636 3.0919661733615227 6.6950000000000012 2.0850000000000004 -3.75
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=-0.007381845281945877 -0.0041643611615545823 0.003120747961422391 -0.00042245594329644526 -0.013772868030528936 0.011621651460561487 0.0036461630236847187 -0.010208453386361361
leaf_weight=52.550594925880432 39.835138469934464 6.35250499844551 3835.3056118488312 15.307954251766207 5.4651980996131888 865.26534804701805 55.419574171304703
leaf_count=148 110 18 10630 42 15 2366 159
internal_value=5.89727e-05 -0.000646673 -0.00051653 0.00306917 -0.0070906 0.00330238 -0.0088373
internal_weight=4875.5 3949.63 3887.86 925.874 20.7732 905.1 61.7721
internal_count=13488 10955 10778 2533 57 2476 177
is_linear=0
shrinkage=0.0168881


Tree=47
num_leaves=8
num_cat=0
split_feature=36 34 36 95 36 95 123
split_gain=174.011 55.772 25.2835 21.4128 18.8632 14.9479 3.92376
threshold=2.6550000000000007 3.4750000000000005 6.0450000000000008 4.3499999999999988 1.1650000000000003 -7.4999999999999973 0.60550000000000004
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=0.003052551676345318 0.0031104517549913431 0.018951444957539407 -0.00081388573852274337 -0.0026611696168986265 0.0080201728036117838 -0.0032126123971623825 -0.0085856791274404581
leaf_weight=1266.7452130913734 114.70506519079208 52.810037702322006 19.830816924571991 219.47483876347542 305.53539031744003 1514.4538230895996 283.51173190772533
leaf_count=4402 409 162 77 777 995 5562 1104
internal_value=-5.95176e-05 0.00365075 -0.00360097 0.00220877 0.00963121 -0.00276741 -0.00807769
internal_weight=3777.07 1844.57 1932.5 1486.22 358.345 1629.16 303.343
internal_count=13488 6336 7152 5179 1157 5971 1181
is_linear=0
shrinkage=0.0168881


Tree=48
num_leaves=8
num_cat=0
split_feature=34 35 34 95 95 35 44
split_gain=160.305 42.3793 36.1215 24.0286 15.8475 15.4171 8.91768
threshold=1.7750000000000001 4.1950000000000012 3.2950000000000004 -3.75 -6.7499999999999973 6.1550000000000011 11.325000000000001
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=-0.0032124743385911719 -0.0053900095985444227 0.0063795885961518825 -0.0080710765250705963 0.0028719872440931098 -0.0013726046275164565 0.014149202679153546 0.0027225290506482738
leaf_weight=210.35956513881683 338.69501468539238 329.7158197760582 404.23395413160324 1542.5319362580776 1617.5297432541847 93.504881978034973 23.074211269617081
leaf_count=624 1031 920 1270 4471 4844 256 72
internal_value=-1.41955e-05 0.00329986 -0.00303986 0.00214179 -0.00206818 0.00809624 -0.00748817
internal_weight=4559.65 2176.11 2383.53 1752.89 1956.22 423.221 427.308
internal_count=13488 6271 7217 5095 5875 1176 1342
is_linear=0
shrinkage=0.0168881


Tree=49
num_leaves=8
num_cat=0
split_feature=49 50 37 40 120 48 95
split_gain=35.2384 14.3529 8.50969 7.25009 6.1476 5.00861 3.48188
threshold=3.3850000000000002 1.8150000000000002 0.12198347945875636 2.0850000000000004 0.95000000000000007 1.4850000000000001 -3.75
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=-0.0072676128748484642 -0.0065590409021720874 0.0031093979804742889 -0.0004157260435839496 0.0052930897233689888 0.0023279926714960529 0.0096109907250512827 -0.010089458585737355
leaf_weight=52.402772575616837 34.014946311712265 6.3535656630992881 3834.797925978899 303.26247429847717 582.64000195264816 6.5074980258941642 55.209109932184219
leaf_count=148 94 18 10630 828 1593 18 159
internal_value=5.92074e-05 -0.000636242 -0.000508102 0.0030235 0.00334303 -0.00396165 -0.00872687
internal_weight=4875.19 3948.76 3887.2 926.425 885.902 40.5224 61.5627
internal_count=13488 10955 10778 2533 2421 112 177
is_linear=0
shrinkage=0.0168881


Tree=50
num_leaves=8
num_cat=0
split_feature=36 35 36 95 36 95 5
split_gain=168.962 54.4386 24.7174 22.8583 16.4121 14.5181 3.86731
threshold=2.6550000000000007 3.3750000000000004 6.0450000000000008 4.3499999999999988 1.1650000000000003 -7.4999999999999973 1533.6197223909492
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=0.0030985573145767154 0.0030508388625455356 0.018497682886441682 -0.009281654447865972 -0.002858347569226199 0.008224870333517419 -0.0031743895046357448 -0.0051435078862288978
leaf_weight=1316.8542008399963 114.97183102369308 53.28756245970726 208.02206602692604 213.50853309035301 264.79128733277321 1511.2781344354153 93.350026711821556
leaf_count=4555 409 162 814 757 862 5562 367
internal_value=-5.92935e-05 0.00358879 -0.00355754 0.00226746 0.00994596 -0.00273427 -0.00799995
internal_weight=3776.06 1848.44 1927.62 1530.36 318.079 1626.25 301.372
internal_count=13488 6336 7152 5312 1024 5971 1181
is_linear=0
shrinkage=0.0168881


Tree=51
num_leaves=8
num_cat=0
split_feature=34 36 34 38 29 48 132
split_gain=155.344 46.3799 35.253 13.4562 11.8966 11.7005 5.28889
threshold=1.7750000000000001 6.5150000000000006 3.2950000000000004 0.28810544567140156 5.4722222222222232 3.2850000000000006 2.5855000000000006
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=0.0030418664199224088 -0.0026233022725514654 0.0079221656435224767 -0.007950336966538395 -0.00022036869681924415 0.00092918356086822706 0.019223119711070633 -0.0009367556794601888
leaf_weight=1328.0651994049549 1632.4442812800407 326.93375876545906 392.30856838822365 495.03556349873543 321.85741978883743 28.403784871101379 33.274444371461868
leaf_count=3831 4907 906 1237 1457 968 77 105
internal_value=-1.46363e-05 0.00324396 -0.00299742 0.00215604 -0.00203822 0.00882558 -0.00740203
internal_weight=4558.32 2178.44 2379.88 1823.1 1954.3 355.338 425.583
internal_count=13488 6271 7217 5288 5875 983 1342
is_linear=0
shrinkage=0.0168881


Tree=52
num_leaves=8
num_cat=0
split_feature=49 50 40 40 132 48 4
split_gain=34.1648 13.9128 8.15992 7.06172 6.91847 4.89942 3.26329
threshold=3.3850000000000002 1.8150000000000002 6.3750000000000009 2.0850000000000004 2.2360000000000002 1.4850000000000001 1487.0946791738945
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=-0.00040450659549610946 -0.0064932255130261329 -0.013110827649340335 -0.006790790389941433 0.0031191352434142314 0.01615948869832801 0.0094894638294976911 -0.0052357154032116352
leaf_weight=3828.6062486767769 33.972978502511978 26.248233586549759 57.926571220159531 874.7259284555912 11.760422706604002 6.5188471078872672 35.081718862056732
leaf_count=10614 94 76 164 2389 32 18 101
internal_value=5.94368e-05 -0.000625644 -0.000499697 0.00297712 0.00329216 -0.0039195 -0.00860657
internal_weight=4874.84 3947.86 3886.53 926.978 886.486 40.4918 61.33
internal_count=13488 10955 10778 2533 2421 112 177
is_linear=0
shrinkage=0.0168881


Tree=53
num_leaves=8
num_cat=0
split_feature=36 34 36 95 36 95 123
split_gain=164.073 51.6463 24.1839 20.2778 17.1846 14.1064 3.90499
threshold=2.6550000000000007 3.4750000000000005 6.0450000000000008 4.3499999999999988 1.1650000000000003 -7.4999999999999973 0.60550000000000004
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=0.0029557245727932307 0.0029941876118335935 0.018062588966818633 -0.00064776084672358539 -0.0026092800978459313 0.0077134184191714594 -0.003136316125772599 -0.0084356350185570746
leaf_weight=1271.3416505455971 115.22568961977959 53.74426731467247 19.660268783569336 218.89693877100945 308.24099785089493 1508.1161306202412 279.80108852684498
leaf_count=4402 409 162 77 777 995 5562 1104
internal_value=-5.90733e-05 0.00352817 -0.00351465 0.00213828 0.00925005 -0.00270115 -0.00792443
internal_weight=3775.03 1852.22 1922.8 1490.24 361.985 1623.34 299.461
internal_count=13488 6336 7152 5179 1157 5971 1181
is_linear=0
shrinkage=0.0168881


Tree=54
num_leaves=8
num_cat=0
split_feature=36 40 36 40 96 85 150
split_gain=151.592 57.133 25.5544 16.4277 15.6582 9.75032 6.02686
threshold=3.8950000000000005 2.7750000000000004 10.775000000000002 4.9450000000000012 2.5000000000000004 0.23842293906810033 0.49487416709638937
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=-0.0019112030742848803 0.0040431867215308549 -0.0036905884456632197 0.0042598338801675397 -0.0095834857182276519 0.0012628288911352642 0.010665993553972084 0.014603747651102391
leaf_weight=689.15468397736549 972.72175005078316 1306.042266279459 19.317306071519852 150.47320580482483 1242.4844906032085 67.827565580606461 95.640745043754578
leaf_count=2042 2765 3995 53 482 3660 192 261
internal_value=2.75512e-05 -0.00177389 0.00530972 -0.0042994 0.000130411 0.00447492 0.0128658
internal_weight=4543.66 3388.15 1155.51 1456.52 1931.64 1040.55 114.958
internal_count=13450 10179 3271 4477 5702 2957 314
is_linear=0
shrinkage=0.0168881


Tree=55
num_leaves=8
num_cat=0
split_feature=35 49 35 132 135 49 6
split_gain=36.2456 16.5922 9.68447 8.70063 7.86085 5.44469 4.36158
threshold=3.2950000000000004 2.9650000000000003 6.3450000000000006 2.2360000000000002 0.9125000000000002 2.2750000000000004 1532.4821220222445
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=-0.00027241313821905301 -0.0025703571710158084 0.0020980703735594148 -0.0081736363174193943 0.011281053232576006 0.010918212498438964 -0.00050695107148466157 0.0063641990973206976
leaf_weight=1750.7002967298031 994.6252709031105 1391.8030774891376 92.969275563955307 30.063881933689117 18.087636470794678 575.96530956029892 6.2815609574317923
leaf_count=4842 2780 3809 269 82 50 1600 18
internal_value=-0.000121098 0.000933932 -0.00213701 0.00229225 -0.000157962 -0.00181368 -0.00725328
internal_weight=4860.5 3190.65 1669.84 1421.87 1768.79 1570.59 99.2508
internal_count=13450 8783 4667 3891 4892 4380 287
is_linear=0
shrinkage=0.0168881


Tree=56
num_leaves=8
num_cat=0
split_feature=34 95 35 2 36 95 34
split_gain=159.074 44.4937 41.2704 24.9945 18.9229 14.0972 7.94821
threshold=2.0250000000000004 -1.5000000000000002 3.5350000000000006 -222.44243671783167 6.0450000000000008 -8.2499999999999964 6.8750000000000009
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=0.030037840541027656 0.0066914884178058652 -0.0032732883923828498 0.008902637153295102 0.0014457755947911658 -0.0080438843004414905 0.0022510058886472269 0.016001825336792709
leaf_weight=8.9064605236053449 249.47114798426628 1461.0551574826241 166.74417695403099 416.34964843094349 283.10071833431721 1116.7228579819202 61.615504741668701
leaf_count=30 837 5387 533 1490 1126 3862 185
internal_value=0.000123111 -0.00285339 0.0041727 0.00204467 -0.00404764 0.00306187 0.0108182
internal_weight=3763.97 2169.41 1594.55 425.256 1744.16 1366.19 228.36
internal_count=13450 8033 5417 1520 6513 4699 718
is_linear=0
shrinkage=0.0168881


Tree=57
num_leaves=8
num_cat=0
split_feature=34 35 34 35 40 35 56
split_gain=147.869 46.3722 34.185 13.0098 12.8986 11.4441 7.3073
threshold=1.7550000000000001 3.9950000000000006 3.2950000000000004 6.3450000000000006 2.7750000000000004 3.3350000000000004 1.425
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=0.00074982057564589445 -0.00047910798312807964 0.0064358790792067248 -0.013682015105145827 0.013480964490747857 -0.0031889922541169929 0.0037167484893932457 -0.0064130173845689462
leaf_weight=994.06089228391647 960.9874874651432 434.52182811498642 44.013286828994751 90.304748326539993 1046.5571060478687 591.40883764624596 380.48771744966507
leaf_count=2907 2858 1210 141 245 3185 1696 1208
internal_value=2.58109e-05 0.00329693 -0.00281254 0.00764815 -0.00189182 0.00185655 -0.00716675
internal_weight=4542.34 2110.3 2432.05 524.827 2007.54 1585.47 424.501
internal_count=13450 6058 7392 1455 6043 4603 1349
is_linear=0
shrinkage=0.0168881


Tree=58
num_leaves=8
num_cat=0
split_feature=47 50 133 30 27 2 34
split_gain=35.411 14.8675 12.5349 8.98222 6.4251 5.08213 4.70883
threshold=1.7350000000000001 1.3750000000000002 0.15500000000000003 0.10900090009000897 0.53527777777777785 -195.96209467972389 2.2450000000000006
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=4.8215986060644708e-05 0.025068357186576067 0.0010285029994211833 0.0039312628076528366 0.0010448976417837812 -0.0019935107938543139 -0.0034401317088953855 0.0037587076047780319
leaf_weight=1836.2417531311512 9.1225556433200818 80.012043386697769 419.59215992689133 1151.2076084315777 577.94087770581245 781.34132182598114 4.380637824535369
leaf_count=5092 25 225 1147 3153 1602 2194 12
internal_value=-0.0001176 -0.00112018 0.00195522 0.00181592 -0.000440551 -0.00302501 0.0181572
internal_weight=4859.84 3275.54 1584.3 1570.8 2414.18 861.353 13.5032
internal_count=13450 9113 4337 4300 6694 2419 37
is_linear=0
shrinkage=0.0168881


Tree=59
num_leaves=8
num_cat=0
split_feature=34 36 36 97 39 36 34
split_gain=154.331 39.409 31.055 15.8943 14.0245 11.0032 7.65765
threshold=2.0250000000000004 1.4750000000000003 3.5050000000000003 4.5000000000000009 0.42976513239726083 6.0450000000000008 6.8750000000000009
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=-0.0021005192046453531 0.0087037413159760189 0.0019225094201589718 -0.0037762423530662437 0.0024151543926845651 0.0056857440386978621 -0.0075686472547389959 0.015654016259716137
leaf_weight=759.71847695112228 166.80403995513916 971.18205428123474 789.45781049132347 314.27050969004631 398.2862808406353 301.57724845409393 62.044638782739639
leaf_count=2752 529 3379 2963 1114 1324 1204 185
internal_value=0.000120704 0.00410107 -0.00281777 -0.00077912 0.003017 -0.00482454 0.0105882
internal_weight=3763.34 1598.32 2165.02 1073.99 1369.47 1091.04 228.849
internal_count=13450 5417 8033 3866 4703 4167 714
is_linear=0
shrinkage=0.0168881


Tree=60
num_leaves=8
num_cat=0
split_feature=34 42 34 38 85 50 96
split_gain=142.962 38.4172 32.3958 16.7044 15.0022 7.85702 6.70969
threshold=1.7750000000000001 5.995000000000001 3.2950000000000004 0.24658591101020297 -0.31767441860465112 1.925 2.5000000000000004
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=0.0041448867573706822 -0.0090571794039215822 0.007329934689257904 -0.0091689024596833084 0.00079419588053837717 -0.0016136385533348932 0.016937070551304424 -0.004912299153918484
leaf_weight=698.69320243597031 80.553390800952911 362.02045318484306 215.06838974356651 1080.799494355917 1870.1372046172619 26.029360413551331 207.61566179990768
leaf_count=1991 243 1001 688 3157 5639 70 661
internal_value=2.41518e-05 0.00315975 -0.0028395 0.00210981 -0.00192103 0.00797443 -0.00707819
internal_weight=4540.92 2167.54 2373.37 1779.49 1950.69 388.05 422.684
internal_count=13450 6219 7231 5148 5882 1071 1349
is_linear=0
shrinkage=0.0168881


Tree=61
num_leaves=8
num_cat=0
split_feature=41 86 35 55 41 78 91
split_gain=35.0206 14.6265 12.5616 10.1902 8.44635 7.13259 6.76985
threshold=1.9950000000000003 3.1266025641025643 3.2950000000000004 1.6150000000000004 2.5550000000000002 3.0333333333333337 -0.33499999999999991
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=0.00028864506357354966 -0.00086137889107188142 -0.0060153386123601663 -0.014137424647379293 0.0024225510222559486 -0.0047483217825075733 0.012591287661596867 -0.0023298288054079022
leaf_weight=1185.1035264730453 1707.7031749784946 244.47741061449051 15.354123920202253 1383.2710227072239 175.8725274503231 6.0195815265178672 141.39212086796761
leaf_count=3277 4746 686 43 3782 505 17 394
internal_value=-0.000114071 -0.00173421 0.00115467 0.00143793 -0.00122432 -0.0055681 -0.00348662
internal_weight=4859.19 2134.07 2725.12 2568.37 1883.58 250.497 156.746
internal_count=13450 5954 7496 7059 5251 703 437
is_linear=0
shrinkage=0.0168881


Tree=62
num_leaves=8
num_cat=0
split_feature=95 7 95 95 12 35 138
split_gain=100.595 32.5066 23.8318 16.3459 15.2029 14.3494 6.86323
threshold=-2.2499999999999982 8.7158609618030614 -15.749999999999996 1.5000000000000007 1.0000000180025095e-35 4.0150000000000006 9.5000000000000018
decision_type=2 2 2 2 2 2 2
left_child=2 3 6 -2 -4 -3 -1
right_child=1 5 4 -5 -6 -7 -8
leaf_value=0.018884299867761786 0.0012149267667902869 -0.0028860060670864783 0.0070560745865009206 -0.0024062102117902505 0.0025264907169076606 -0.0074081325525727319 0.0059703952869986435
leaf_weight=38.739026039838791 932.03829279541969 796.59102921187878 280.66675707697868 574.79608409106731 855.67938163876534 267.29686617851257 16.849313616752625
leaf_count=125 3290 2934 948 2088 2944 1067 54
internal_value=0.000118161 -0.00176211 0.00417347 -0.000166374 0.00364528 -0.00402219 0.0149705
internal_weight=3762.66 2570.72 1191.93 1506.83 1136.35 1063.89 55.5883
internal_count=13450 9379 4071 5378 3892 4001 179
is_linear=0
shrinkage=0.0168881


Tree=63
num_leaves=8
num_cat=0
split_feature=34 42 34 95 80 34 99
split_gain=146.827 38.4184 35.4501 21.6851 14.4848 9.20178 5.10638
threshold=1.6850000000000003 6.0950000000000006 2.6650000000000005 8.25 0.094882947619222419 3.9950000000000006 0.84412955465587058
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=0.001175577676708805 -0.00097101295652711667 0.0068765371876536186 -0.0045884931442575685 0.0063439988559131199 -0.0056372107594134923 -0.0084614910454867635 0.011249417972479653
leaf_weight=1293.5394546687603 1555.7352569699287 266.97563827037811 562.49368068575859 282.01300692558289 216.09485378861427 253.99230125546455 106.60488429665565
leaf_count=3739 4656 735 1742 805 652 819 293
internal_value=-0.00024553 0.00325526 -0.00288181 0.00210071 -0.00154012 -0.00579334 0.00812445
internal_weight=4537.45 1949.13 2588.32 1575.55 1771.83 816.486 373.581
internal_count=13441 5572 7869 4544 5308 2561 1028
is_linear=0
shrinkage=0.0168881


Tree=64
num_leaves=8
num_cat=0
split_feature=35 35 86 29 144 30 144
split_gain=32.8245 12.5763 12.4534 12.3901 8.15239 7.63511 6.23703
threshold=3.2950000000000004 4.4150000000000009 3.0618622448979598 3.7888888888888892 -0.0062499999999999995 1.4142857142857144 -0.019049999999999994
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=0.0024828794493589419 -0.00026392615040492234 0.01397686721804634 -0.0051785026807231469 0.0061552312822334612 0.00016594590178080912 0.02403644336880224 -0.0044997431355227871
leaf_weight=1117.8516043126583 1100.6192942559719 5.275074213743209 169.73603492975235 67.026275247335434 1968.1057756245136 4.7072766423225394 421.55206060409546
leaf_count=3072 3060 15 475 185 5418 13 1203
internal_value=0.000130842 -0.00176329 -0.000920598 0.0011489 0.000363213 0.00257329 -0.00427133
internal_weight=4854.87 1697.18 1270.36 3157.69 2035.13 1122.56 426.827
internal_count=13441 4753 3535 8688 5603 3085 1218
is_linear=0
shrinkage=0.0168881


Tree=65
num_leaves=8
num_cat=0
split_feature=36 35 40 94 36 40 28
split_gain=166.939 67.2448 19.0577 12.8262 12.1102 8.75278 5.22453
threshold=2.8950000000000005 3.3950000000000005 1.7950000000000002 19.050000000000004 1.1650000000000003 2.8250000000000006 0.45000000000000007
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=0.0007650892403316729 0.013148297627042081 0.017865991841731176 -0.0030669431664142538 0.0036350706019855818 0.008893494417809308 0.0071069207590451853 -0.0071134818439648265
leaf_weight=1078.7453779876232 3.6583163142204276 50.978583574295044 1129.4552138745785 754.96865931153297 271.09525060653687 24.642450481653214 445.91057707369328
leaf_count=3780 14 150 4204 2571 868 90 1764
internal_value=0.000127367 0.00319677 -0.00399877 0.00194672 0.0103138 -0.00284969 -0.00694854
internal_weight=3759.45 2155.79 1603.67 1833.71 322.074 1154.1 449.569
internal_count=13441 7369 6072 6351 1018 4294 1778
is_linear=0
shrinkage=0.0168881


Tree=66
num_leaves=8
num_cat=0
split_feature=34 35 34 95 80 34 35
split_gain=142.06 50.1839 34.6154 19.6474 14.2046 9.00836 8.14544
threshold=1.6850000000000003 4.1950000000000012 2.6650000000000005 -1.5000000000000002 0.094882947619222419 3.9950000000000006 7.6500000000000012
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=-0.0023941107275160679 -0.0009509416454010596 0.0073654738310640127 -0.0045297966068629522 0.0026263403032709136 -0.0055764965649091353 -0.008369811628085257 0.01465633477476984
leaf_weight=271.22125846147537 1554.7732694745064 397.72733923792839 561.20320448279381 1233.015752196312 215.61312291026115 252.73334416747093 49.108840078115463
leaf_count=798 4656 1095 1742 3547 652 819 132
internal_value=-0.000242573 0.00319733 -0.00283959 0.00172111 -0.0015143 -0.00572218 0.00816683
internal_weight=4535.4 1951.07 2584.32 1504.24 1770.39 813.937 446.836
internal_count=13441 5572 7869 4345 5308 2561 1227
is_linear=0
shrinkage=0.0168881


Tree=67
num_leaves=8
num_cat=0
split_feature=48 47 86 37 86 49 1
split_gain=30.3329 17.5934 10.6112 8.01396 5.99181 7.37011 6.06269
threshold=2.1250000000000004 1.8650000000000004 3.0550505050505055 0.73253774870817001 3.0875959079283892 1.655 1396.8756342407946
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=0.00014707944057892511 -0.0059671461755419408 0.0028837662935143876 -0.0067657292538753329 -0.0077200320509414593 0.0029911582658297313 -0.0013249668687962113 -0.0073974705838148304
leaf_weight=3001.2811000943184 121.73846817016602 1025.5470427572727 33.564761102199554 37.389923095703125 18.356526911258698 490.89897239208221 125.79752549529076
leaf_count=8312 349 2798 92 106 52 1377 355
internal_value=0.00012988 0.000703575 0.00257794 5.02684e-05 -0.00297646 -0.00224747 -0.00607441
internal_weight=4854.57 4097.78 1059.11 3038.67 756.791 612.637 144.154
internal_count=13441 11308 2890 8418 2133 1726 407
is_linear=0
shrinkage=0.0168881


Tree=68
num_leaves=8
num_cat=0
split_feature=2 2 96 49 56 51 4
split_gain=70.8032 41.8402 21.595 18.124 15.8947 10.3959 3.88031
threshold=-174.9112688311503 67.814703508397898 2.5000000000000004 3.7050000000000005 1.5150000000000003 1.1050000000000002 1572.6234501699353
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=0.015478646913929341 0.0025909603059384879 -0.0058526623785467727 -0.00069775912159606378 -0.0011069613669737158 0.0064138400255084509 -0.0022585121089305827 -0.015466712749243503
leaf_weight=70.240916907787323 951.22465737164021 342.19446747004986 1418.8872302919626 11.905388563871385 257.22795239090919 697.24095676839352 9.7784956693649274
leaf_count=228 3337 1306 5047 41 837 2612 33
internal_value=0.000124944 -0.000616785 0.000622131 0.00736815 0.00835829 -0.00344177 -0.00758382
internal_weight=3758.7 3409.55 2370.11 349.153 327.469 1039.44 21.6839
internal_count=13441 12302 8384 1139 1065 3918 74
is_linear=0
shrinkage=0.0168881


Tree=69
num_leaves=8
num_cat=0
split_feature=34 35 34 85 85 35 91
split_gain=138.083 48.4513 33.924 14.4872 14.0478 7.9231 5.66738
threshold=1.6850000000000003 4.1950000000000012 3.4750000000000005 0.25519181585677758 -0.3841025641025641 7.6500000000000012 -0.28291666666666659
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=0.0013204138421507305 -0.010049944421499158 0.0072378745144696822 0.0012130489581298539 0.0089603839067311578 -0.0017929241449382656 0.014423108039863372 -0.0080839376230326422
leaf_weight=1430.4944760203362 60.413951307535172 398.42110857367516 19.769501924514771 74.475822001695633 2156.1591931283474 49.181827038526535 344.48173335194588
leaf_count=4131 183 1095 64 214 6508 132 1114
internal_value=-0.000239212 0.00314935 -0.0028029 0.00169851 -0.00201799 0.00802744 -0.00757928
internal_weight=4533.4 1952.57 2580.82 1504.97 2216.57 447.603 364.251
internal_count=13441 5572 7869 4345 6691 1227 1178
is_linear=0
shrinkage=0.0168881


Tree=70
num_leaves=8
num_cat=0
split_feature=47 52 86 133 29 28 29
split_gain=29.1477 14.3326 10.7635 7.65662 7.41379 6.93452 4.73779
threshold=1.7250000000000003 3.5950000000000002 3.0550505050505055 0.15500000000000003 3.183333333333334 5.2361111111111116 3.7321428571428577
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=-0.00010389749313102844 0.024111934878801738 0.0029373721264510885 -0.0030706843664015169 0.0022287521247025348 -0.0062964953589856425 -0.0015713487957073171 0.0054546109034182425
leaf_weight=2628.2303654551506 6.9601291418075553 28.685953408479691 402.14460214972496 1445.2758184075356 182.8640476167202 151.28829520940781 8.7870545089244825
leaf_count=7302 19 83 1124 3951 523 415 24
internal_value=0.000128568 -0.00079431 -0.000497612 0.00198424 -0.00504428 0.00186864 0.0137028
internal_weight=4854.24 3241.92 3030.37 1612.31 211.55 1596.56 15.7472
internal_count=13441 9032 8426 4409 606 4366 43
is_linear=0
shrinkage=0.0168881


Tree=71
num_leaves=8
num_cat=0
split_feature=36 35 95 40 36 40 95
split_gain=160.147 63.1182 28.0102 18.4372 11.3903 8.51369 7.21737
threshold=2.8950000000000005 3.3950000000000005 -6.7499999999999973 1.7950000000000002 1.1650000000000003 2.8250000000000006 -1.499999999999998
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=0.0060599955910876826 -0.00073099778457285541 0.017266022305409405 0.00085862500363211144 -0.003018562612497428 0.008609087062732626 0.0069969401548059078 -0.007602539410606372
leaf_weight=369.72119027376175 48.981204226613045 51.53348508477211 1466.7918296158314 1126.4033380895853 273.17325556278229 24.736721336841583 397.01912190020084
leaf_count=1236 188 150 5115 4204 868 90 1590
internal_value=0.000122479 0.00311933 0.00190576 -0.00393279 0.0099831 -0.00280332 -0.00684794
internal_weight=3758.36 2161.22 1836.51 1597.14 324.707 1151.14 446
internal_count=13441 7369 6351 6072 1018 4294 1778
is_linear=0
shrinkage=0.0168881


Tree=72
num_leaves=8
num_cat=0
split_feature=42 39 38 42 93 53 146
split_gain=104.277 47.1359 22.8605 16.3682 14.0556 7.3612 6.54608
threshold=4.7550000000000008 0.35055358275819004 0.25041939161040505 6.035000000000001 19.050000000000004 1.635 0.0058500000000000002
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=0.0034076464000293754 0.0040874582613779449 -0.0049460621047620248 -0.00066511421986108579 0.013946301694599192 -0.00078002358929951524 0.0070771889792705257 -0.0016942525877650756
leaf_weight=491.82472544908524 418.05241701006889 920.43004447221756 1957.6448566913605 51.799200624227524 308.37604054808617 315.97263723611832 64.456841170787811
leaf_count=1410 1188 2880 5819 140 951 868 181
internal_value=3.06972e-05 -0.00120142 0.000152639 0.00536082 -0.00390059 0.00804475 0.00331505
internal_weight=4528.56 3678.28 2449.47 850.281 1228.81 367.772 482.509
internal_count=13437 11060 7229 2377 3831 1008 1369
is_linear=0
shrinkage=0.0168881


Tree=73
num_leaves=8
num_cat=0
split_feature=45 86 35 48 86 141 8
split_gain=33.2712 12.4908 11.0719 10.6459 11.4999 9.20927 7.1461
threshold=1.155 3.0550505050505055 4.3750000000000009 1.425 3.1084018801410109 -2.3269999999999995 0.59166666666666679
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=-0.00015068938904534116 0.003939592698197535 0.02105630746580402 -0.0033323529037693421 0.0049507015175788019 -0.011217790511124797 -0.0038491120161214224 0.00024658436245123287
leaf_weight=2494.7660275697708 669.08220353722572 4.2755634486675254 356.52642253041267 104.53976890444756 14.586297899484633 435.34342440962791 774.35030928254128
leaf_count=6913 1821 12 1021 286 40 1221 2123
internal_value=6.40506e-06 -0.000957086 -0.000548534 0.00203563 0.00361617 -0.00360682 0.000806146
internal_weight=4853.47 3290.91 2851.29 1562.56 683.669 439.619 878.89
internal_count=13437 9167 7934 4270 1861 1233 2409
is_linear=0
shrinkage=0.0168881


Tree=74
num_leaves=8
num_cat=0
split_feature=36 34 36 39 85 85 2
split_gain=144.817 44.6729 21.202 15.933 10.5719 8.60908 7.46576
threshold=2.8950000000000005 4.3450000000000006 6.0450000000000008 0.42724083638892429 -0.23643132220795887 -0.43190476190476185 -97.823665505391304
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=0.0011771706836435445 0.0027058147837002592 0.0085446582701444018 0.017390913348155859 0.0048434442715076962 -0.0034080035110533287 -0.0084174845480663868 0.016422622459235002
leaf_weight=1519.0164777040482 86.384956210851669 170.44415181875229 3.7343255430459967 434.86710420250893 1217.5156387686729 282.27995850145817 42.968742847442627
leaf_count=5303 322 519 15 1427 4563 1156 132
internal_value=-4.52797e-05 0.00279451 -0.00391636 0.00199317 -0.00300294 -0.00808042 0.0101309
internal_weight=3757.21 2167.3 1589.91 1953.88 1303.9 286.014 213.413
internal_count=13437 7381 6056 6730 4885 1171 651
is_linear=0
shrinkage=0.0168881


Tree=75
num_leaves=8
num_cat=0
split_feature=34 36 34 96 145 96 44
split_gain=124.287 56.3367 17.416 15.4099 9.00563 7.97605 7.86357
threshold=1.925 6.4450000000000012 2.8750000000000004 4.5000000000000009 0.82405000000000006 2.5000000000000004 7.9250000000000007
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=0.00031276230895273857 -0.0030313584481670153 0.0079818229756687953 -0.0073654484305038202 0.0032244106395033834 0.020006669691724051 -0.0035538147010830824 -0.00036390752856947981
leaf_weight=1310.0407018363476 866.45100343227386 352.0712463259697 313.82640531659126 857.96342307329178 18.710063427686691 312.56190070509911 495.47179278731346
leaf_count=3817 2643 960 1008 2468 51 994 1496
internal_value=2.90572e-05 0.00250542 -0.00313289 0.00146503 0.00858869 -0.00546352 -0.00206095
internal_weight=4527.1 2538.79 1988.31 2168 370.781 626.388 1361.92
internal_count=13437 7296 6141 6285 1011 2002 4139
is_linear=0
shrinkage=0.0168881


Tree=76
num_leaves=8
num_cat=0
split_feature=49 86 34 115 49 86 44
split_gain=38.7607 10.9846 10.3352 9.38522 9.17406 8.05209 5.8393
threshold=3.3850000000000002 3.0550505050505055 1.5150000000000003 0.63350000000000006 2.2850000000000006 3.5694980694980702 7.2550000000000008
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=-0.0027308807617639807 -0.0062745829534797699 -0.0048711970385087837 0.0036575965002379356 -6.0806652608536581e-05 -1.1921668077096043e-05 -0.019307095464226581 0.010391047416386971
leaf_weight=428.92855671048164 46.364921987056732 307.34915801882744 873.6691567003727 3012.0269404351711 173.30343520641327 4.3758803009986869 6.8857670724391928
leaf_count=1194 128 866 2377 8360 481 12 19
internal_value=7.79287e-06 -0.000727713 0.00310497 -0.000393649 -0.0031192 0.00354312 -0.00411908
internal_weight=4852.9 3921.61 931.296 3440.96 480.653 878.045 53.2507
internal_count=13437 10901 2536 9554 1347 2389 147
is_linear=0
shrinkage=0.0168881


Tree=77
num_leaves=8
num_cat=0
split_feature=36 39 95 36 36 26 2
split_gain=140.719 43.9988 21.5171 18.4661 14.4942 6.79889 4.13573
threshold=3.0250000000000004 0.42976513239726083 4.3499999999999988 6.0450000000000008 1.1650000000000003 0.52950000000000019 289.72889284509807
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=0.002017417630803747 -0.0023098518707685336 0.01641974332673337 -0.0030128898420127993 -0.0087789454385461228 0.0057304472050599825 -0.0050416461913113542 -0.0026015007300833879
leaf_weight=1381.6592455804348 785.26554796099663 38.572587370872498 294.15811458230019 248.91485106945038 583.75598636269569 388.38700261712074 35.306278318166733
leaf_count=4800 2954 111 1055 1024 1879 1467 147
internal_value=-4.50976e-05 0.00255845 0.00113443 -0.00414926 0.00639303 -0.00321388 -0.00801167
internal_weight=3756.02 2298.15 1675.82 1457.87 622.329 1173.65 284.221
internal_count=13437 7845 5855 5592 1990 4421 1171
is_linear=0
shrinkage=0.0168881


Tree=78
num_leaves=8
num_cat=0
split_feature=34 36 34 96 35 96 78
split_gain=120.178 54.4942 16.9534 14.9569 8.42274 7.85797 7.62137
threshold=1.925 6.4450000000000012 2.8750000000000004 4.5000000000000009 7.455000000000001 2.5000000000000004 1.4833333333333336
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=0.00030103648318619393 -0.001158782721872484 0.0074856805118778602 -0.0072829896611549963 0.0031683696956434685 0.015236180997413968 -0.0034933881889957098 -0.003865183075854694
leaf_weight=1310.3878943920135 923.01651650667191 325.81528005003929 312.52487635612488 859.00022628903389 45.594862639904022 311.78522562980652 437.42443570494652
leaf_count=3817 2812 889 1008 2468 122 994 1327
internal_value=2.74265e-05 0.00245979 -0.00308637 0.00143641 0.00843722 -0.00539048 -0.00202899
internal_weight=4525.55 2540.8 1984.75 2169.39 371.41 624.31 1360.44
internal_count=13437 7296 6141 6285 1011 2002 4139
is_linear=0
shrinkage=0.0168881


Tree=79
num_leaves=8
num_cat=0
split_feature=49 86 144 40 49 136 86
split_gain=37.5691 10.7349 9.15218 9.03738 8.96134 8.75667 6.71199
threshold=3.3850000000000002 3.0550505050505055 -1.0000000180025095e-35 2.1850000000000005 2.2850000000000006 7.7500000000000009 2.9534632034632042
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=0.0016038325373966343 0.0024480840125608179 -0.0048139013161550134 -0.0007665008019294221 0.0038900377703128017 -1.0062845142566578e-05 -0.0089863599509493863 -0.0032374707323834548
leaf_weight=553.7011975646019 44.641640692949295 306.93822702765465 2886.6284510195255 814.27359539270401 173.29566323757172 33.385161161422729 39.507031112909317
leaf_count=1536 123 866 8018 2213 481 92 108
internal_value=9.2694e-06 -0.000715177 -0.000385002 0.00305739 -0.00308046 -0.00244405 0.0035602
internal_weight=4852.37 3920.56 3440.33 931.807 480.234 78.0268 853.781
internal_count=13437 10901 9554 2536 1347 215 2321
is_linear=0
shrinkage=0.0168881


Tree=80
num_leaves=8
num_cat=0
split_feature=36 39 36 95 36 85 85
split_gain=136.782 39.1588 20.3673 17.5134 14.0445 10.3556 8.47392
threshold=2.8950000000000005 0.42976513239726083 6.0450000000000008 4.3499999999999988 1.1650000000000003 -0.23643132220795887 -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=0.0020768231931878943 0.0027200302913862515 0.016118320577744556 0.017300826221256754 -0.0027053118094522927 0.0056225127166302079 -0.0033335498256594092 -0.0082757183007857588
leaf_weight=1286.3612364828587 86.331177175045013 38.771246880292892 3.7434189021587363 263.08734959363937 585.65184298157692 1212.3294974416494 278.52619472146034
leaf_count=4449 322 111 15 942 1879 4563 1156
internal_value=-4.50418e-05 0.00270375 -0.0038248 0.00126483 0.00627426 -0.00293111 -0.00793642
internal_weight=3754.8 2173.87 1580.93 1549.45 624.423 1298.66 282.27
internal_count=13437 7381 6056 5391 1990 4885 1171
is_linear=0
shrinkage=0.0168881


Tree=81
num_leaves=8
num_cat=0
split_feature=36 34 36 95 2 39 142
split_gain=133.007 46.9504 22.8784 22.8634 8.55556 6.38865 6.14005
threshold=4.0850000000000009 2.6550000000000007 10.775000000000002 4.3499999999999988 33.108508537928181 0.12779673677692949 -0.70699999999999985
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=-0.0012846978706045856 0.0067787134277763799 -0.0055203156953593869 0.021348384603487321 0.0024339852741963167 0.0012073769487560078 0.0036411286496297029 0.010788355298539883
leaf_weight=2021.4238331317902 253.57202222943306 761.94989839196205 18.922934532165527 615.01477867364883 58.009840488433838 685.65034976601601 92.509173780679703
leaf_count=6040 692 2433 51 1802 182 1940 249
internal_value=8.46153e-05 -0.00151491 0.00534668 -0.000417213 -0.00504432 0.00448824 0.0125819
internal_weight=4507.05 3456.4 1050.65 2636.44 819.96 939.222 111.432
internal_count=13389 10457 2932 7842 2615 2632 300
is_linear=0
shrinkage=0.0168881


Tree=82
num_leaves=7
num_cat=0
split_feature=47 86 41 11 11 70
split_gain=39.6047 15.5778 11.9243 9.74045 7.64926 8.17399
threshold=1.7850000000000004 3.0987804878048784 2.5550000000000002 3.2071428571428577 2.9666666666666672 1.0000000180025095e-35
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=-0.00032730845471723268 0.0041391494562455691 -0.0044446784662262795 -0.0049458190554950571 0.016694280271796952 0.021075424100385393 0.0013761562753710239
leaf_weight=2896.8892951607704 463.29925245046616 396.69064891338348 168.72627186775208 6.3152196407318106 6.2290882468223563 896.03017318248749
leaf_count=8042 1259 1115 490 18 17 2448
internal_value=-3.27502e-05 -0.00099187 -0.000581512 -0.00411335 0.00240347 0.00231788
internal_weight=4834.18 3468.62 3065.62 403.006 1365.56 1359.33
internal_count=13389 9665 8532 1133 3724 3707
is_linear=0
shrinkage=0.0168881


Tree=83
num_leaves=8
num_cat=0
split_feature=2 97 93 2 49 56 120
split_gain=63.443 36.3687 32.0191 22.6294 15.5467 13.3605 4.2946
threshold=-171.47119551790215 4.5000000000000009 12.900000000000002 54.577329783807848 3.6150000000000007 1.675 0.78900000000000015
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=0.011916797118150597 -0.00067775861230121427 0.0091442486911960993 0.00062839525934592073 -0.004127428098524533 -0.013771774108825425 0.0050055322407920695 -0.00028108173831533479
leaf_weight=127.34024234116077 1440.4655561298132 146.0103454887867 915.53976760804653 869.88778372108936 10.793690681457521 213.6340244114399 17.885682731866837
leaf_count=404 5157 483 3229 3329 37 689 61
internal_value=-5.96064e-05 -0.000787741 0.00179973 -0.00197663 0.00658221 0.00758669 -0.00535933
internal_weight=3741.56 3371.9 1061.55 2310.35 369.654 340.974 28.6794
internal_count=13389 12198 3712 8486 1191 1093 98
is_linear=0
shrinkage=0.0168881


Tree=84
num_leaves=8
num_cat=0
split_feature=36 34 95 36 27 56 53
split_gain=129.2 45.8072 22.2624 22.1875 8.83313 8.27578 5.35844
threshold=4.0850000000000009 2.6550000000000007 4.3499999999999988 10.775000000000002 0.46612500000000007 1.8150000000000002 1.635
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=-0.0012689535897348117 0.0021916427156153991 -0.0063692701252916553 0.0023995724069344826 0.01716436307409408 0.0056223390460520047 -0.0028988516028738052 0.0095178718777358534
leaf_weight=2020.4064930975437 329.62276458740234 492.17073112726212 615.52531367540359 41.834319591522217 610.63560608029366 325.70757079124451 69.743718177080154
leaf_count=6040 923 1586 1802 112 1709 1029 188
internal_value=8.25113e-05 -0.00149567 -0.000412294 0.00526467 0.00441968 -0.00498726 0.012385
internal_weight=4505.65 3453.81 2635.93 1051.84 940.258 817.878 111.578
internal_count=13389 10457 7842 2932 2632 2615 300
is_linear=0
shrinkage=0.0168881


Tree=85
num_leaves=8
num_cat=0
split_feature=47 86 41 44 142 51 141
split_gain=38.4633 15.2577 11.4276 8.95367 9.06759 8.03205 7.34594
threshold=1.7850000000000004 3.0987804878048784 2.5550000000000002 5.0250000000000012 -1.5379999999999996 1.1650000000000003 -0.70699999999999985
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=-0.00032193405205455491 0.020181865901973673 -0.0059134305855247015 -0.0048493326100690765 0.0044268860473805523 0.0043111399821544848 -0.00098466787166053764 0.00089939054842050293
leaf_weight=2896.5422150194645 10.61951234936714 251.80473071336746 168.24585491418839 210.96729758381844 310.37430617213249 150.78123903274536 834.15258666872978
leaf_count=8042 29 713 490 575 845 420 2275
internal_value=-3.08888e-05 -0.000976517 -0.00057048 0.00236922 0.00483629 -0.00406751 0.00161147
internal_weight=4833.49 3467.37 3064.79 1366.11 320.994 402.586 1045.12
internal_count=13389 9665 8532 3724 874 1133 2850
is_linear=0
shrinkage=0.0168881


Tree=86
num_leaves=8
num_cat=0
split_feature=36 39 36 94 85 36 79
split_gain=120.679 41.3847 17.8255 17.4811 12.8136 10.4256 4.07983
threshold=2.8950000000000005 0.42976513239726083 6.0450000000000008 19.050000000000004 -0.26471871412169917 1.1650000000000003 2.5062937217256986
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=-0.00044329811427310938 0.0043269142946637052 0.014985342446164271 -0.00086406296817523104 0.0032359812721055423 -0.0031904970418750143 0.0056071811509220389 -0.0080986334463415098
leaf_weight=929.02551001310349 68.305125951766968 35.828901171684265 24.334673762321472 610.21066281199455 1213.9752746969461 600.66775143146515 258.26155334711075
leaf_count=3269 254 102 102 2078 4584 1917 1083
internal_value=-5.94668e-05 0.00251308 -0.00363623 0.00101529 -0.00279004 0.00613513 -0.00747574
internal_weight=3740.61 2175.73 1564.88 1539.24 1282.28 636.497 282.596
internal_count=13389 7366 6023 5347 4838 2019 1185
is_linear=0
shrinkage=0.0168881


Tree=87
num_leaves=8
num_cat=0
split_feature=36 34 95 36 7 111 53
split_gain=124.993 44.4721 21.6881 21.4678 8.55495 6.80628 5.23861
threshold=4.0850000000000009 2.6550000000000007 4.3499999999999988 10.775000000000002 10.827098906260177 28.850000000000005 1.635
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=-0.0012539974419234839 0.0044469302917302224 -0.0053089712142827972 0.0023660011785747287 0.01689649012049485 0.0027881974540655682 -0.015298176238828036 0.0093399040796135809
leaf_weight=2019.4242578446865 936.44564983248711 776.37018230557442 616.0192499756813 41.86934968829155 39.084249347448349 5.0049870610237113 69.839590728282928
leaf_count=6040 2618 2492 1802 112 123 14 188
internal_value=7.99071e-05 -0.00147428 -0.000407835 0.00517254 -0.00492085 0.00434193 0.0121724
internal_weight=4504.06 3450.9 2635.44 1053.16 815.454 941.451 111.709
internal_count=13389 10457 7842 2932 2615 2632 300
is_linear=0
shrinkage=0.0168881


Tree=88
num_leaves=8
num_cat=0
split_feature=51 86 41 78 39 48 111
split_gain=34.2674 14.8224 11.0885 9.59412 9.07083 8.03454 4.88113
threshold=1.2650000000000003 3.0987804878048784 2.5550000000000002 3.2071428571428577 0.17089229664876646 1.425 19.150000000000002
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=-0.00030039007541128208 -0.0063424507883890341 -0.0043814429942181307 -0.0047678056761546895 0.016588220357630201 0.003730283116424175 0.0011528078671056831 0.01109219180824229
leaf_weight=2840.1646140217781 48.115260243415833 385.25951081514359 167.82670304179192 6.3242783844470969 681.29408025741577 698.73489338159561 5.060591220855712
leaf_count=7889 133 1086 490 18 1849 1910 14
internal_value=-2.86557e-05 -0.00095201 -0.000549652 -0.0040427 0.00216153 0.00242528 -0.00468274
internal_weight=4832.78 3399.58 3007.99 391.584 1433.2 1380.03 53.1759
internal_count=13389 9483 8379 1104 3906 3759 147
is_linear=0
shrinkage=0.0168881


Tree=89
num_leaves=8
num_cat=0
split_feature=39 95 35 39 7 95 49
split_gain=106.032 44.5024 20.6046 18.6671 15.6452 15.2516 10.3136
threshold=0.34630436911798845 -6.7499999999999973 4.0750000000000011 0.44911976256601138 -42.865901717121794 -9.7499999999999964 1.5750000000000004
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=0.02251096366255368 -0.0067577006694306951 -0.0020884148983653849 -0.0067102158328292789 0.011468213926730451 0.0039608248421350934 0.0048076817094761136 0.0026318396556868685
leaf_weight=13.80023556947708 35.264337986707687 1983.1051188856363 319.42976278066635 127.33404347300529 214.99404050409794 426.54206761717796 618.82043796777725
leaf_count=43 120 7316 1322 390 744 1348 2106
internal_value=-5.92078e-05 -0.00202374 -0.00272961 0.00405752 0.00507985 0.00633896 0.00212557
internal_weight=3739.29 2531.33 2302.53 1207.96 228.794 553.876 654.085
internal_count=13389 9425 8638 3964 787 1738 2226
is_linear=0
shrinkage=0.0168881


Tree=90
num_leaves=8
num_cat=0
split_feature=36 34 95 95 53 36 95
split_gain=124.916 38.6225 19.7048 15.7435 14.6396 8.72553 7.72138
threshold=4.0650000000000004 2.2850000000000006 -1.0000000180025095e-35 -11.249999999999996 1.9550000000000003 10.325000000000001 -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=-0.0026393198188913798 0.0060867362131591376 -0.0089539709555882079 0.00077924975949707415 -0.0033118394274306343 -0.00073789483176490294 0.011983356781897879 0.0042462250223841338
leaf_weight=709.97478425502777 261.9530194401741 162.27107179164886 1490.3695385754108 1079.061914741993 103.61940941214561 98.501820236444473 613.34012812376022
leaf_count=2134 722 529 4377 3399 294 264 1717
internal_value=-9.65599e-05 -0.00166755 -0.000323793 -0.00404942 0.00492176 0.00769819 0.00352586
internal_weight=4519.09 3441.68 2200.34 1241.33 1077.41 360.455 716.96
internal_count=13436 10439 6511 3928 2997 986 2011
is_linear=0
shrinkage=0.0168881


Tree=91
num_leaves=8
num_cat=0
split_feature=47 35 29 132 35 132 13
split_gain=36.8564 11.6862 8.55325 8.30947 7.60403 7.30283 6.03385
threshold=1.7650000000000003 4.3750000000000009 4.8660714285714297 1.7890000000000004 2.8850000000000002 3.2680000000000002 0.45000000000000007
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=-5.9179313608794658e-05 0.0027091188576717777 -0.0039249039177133137 -0.0019650150964900049 0.0041941617209157178 7.6336012238288788e-05 0.018495762628960577 0.013108175035340239
leaf_weight=1931.7719708383083 853.22470912337303 424.26752173900604 1029.5969493985176 82.61628782749176 494.07960909605026 4.183678835630416 29.359690845012665
leaf_count=5361 2318 1227 2859 225 1354 12 80
internal_value=-0.000132949 -0.00109898 -0.000721801 0.00211107 0.00174365 -0.00370591 0.00653162
internal_weight=4849.1 3389.82 2961.37 1459.28 1347.3 428.451 111.976
internal_count=13436 9459 8220 3977 3672 1239 305
is_linear=0
shrinkage=0.0168881


Tree=92
num_leaves=8
num_cat=0
split_feature=42 34 95 95 1 42 23
split_gain=144.798 45.3481 27.6435 20.0798 12.6473 10.665 8.57704
threshold=3.5250000000000004 4.3450000000000006 -6.7499999999999973 -1.5000000000000002 1457.5841684489053 5.7150000000000007 2.4500000000000006
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=0.0062296384871382863 0.0061625758354715045 0.0030847381746685674 0.0012440773907836564 -0.0038319612763998961 -0.0019177338316753228 -0.0075879544736231156 0.011830599635401156
leaf_weight=393.74494349956512 77.595584720373154 38.84771940112114 1631.7074042707682 955.7145868241787 191.81090222299099 278.45609572529793 181.15509811043739
leaf_count=1294 288 117 5662 3650 707 1177 541
internal_value=0.000288359 0.00300427 0.00221328 -0.00376758 0.000409503 -0.00467942 0.0102864
internal_weight=3749.03 2245.46 2025.45 1503.58 269.406 1234.17 220.003
internal_count=13436 7614 6956 5822 995 4827 658
is_linear=0
shrinkage=0.0168881


Tree=93
num_leaves=8
num_cat=0
split_feature=95 39 35 95 41 3 86
split_gain=86.8616 46.7995 33.1247 14.9996 13.1444 7.58398 5.6048
threshold=-1.0000000180025095e-35 0.19923670784702704 6.1550000000000011 -9.7499999999999964 1.8750000000000002 1434.9578716028682 3.6726190476190479
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=-0.0068710563155541544 0.00034562306956982032 -0.00011701126819712622 0.010475770980835361 -0.0046256612776329493 -0.0010721367970675047 0.0056709627240820138 0.011439669395267261
leaf_weight=313.61824843287468 85.436594396829605 2073.5526789426804 87.759896636009216 492.52588734030724 747.4639533162117 711.83543267846107 4.8401491343975058
leaf_count=999 239 6186 238 1515 2267 1977 15
internal_value=-9.6543e-05 0.00160316 0.000313097 -0.0033233 -0.00248362 0.00510032 -0.00659267
internal_weight=4517.03 2958.58 2161.31 1558.45 1239.99 797.272 318.458
internal_count=13436 8640 6424 4796 3782 2216 1014
is_linear=0
shrinkage=0.0168881


Tree=94
num_leaves=8
num_cat=0
split_feature=47 86 47 41 132 44 138
split_gain=35.7481 8.46862 9.55857 8.17156 8.1115 7.80569 6.03252
threshold=1.7650000000000003 3.0956959706959712 1.4550000000000003 2.5650000000000004 1.7890000000000004 6.6250000000000009 5.5000000000000009
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=-0.00056006193176335586 0.002809087984368418 -0.0052328360148464958 0.00034425755712701308 -0.0044284662077519197 0.001773778027433337 0.00020423325362073225 0.0097318354157935709
leaf_weight=2826.5554429292679 782.8365952372551 266.44174644351006 130.60229095816612 164.82611218094826 46.287189215421677 564.87120240926743 65.799350827932358
leaf_count=7854 2127 757 364 484 126 1545 179
internal_value=-0.000128977 -0.00108082 -0.00339827 -0.000773221 0.0020804 0.00171732 0.00644571
internal_weight=4848.22 3388.43 397.044 2991.38 1459.79 1347.71 112.087
internal_count=13436 9459 1121 8338 3977 3672 305
is_linear=0
shrinkage=0.0168881


Tree=95
num_leaves=8
num_cat=0
split_feature=42 34 97 42 148 38 23
split_gain=140.837 45.7318 20.2027 11.2941 10.5575 7.0129 3.69507
threshold=3.6350000000000002 4.3450000000000006 4.5000000000000009 5.7150000000000007 0.26528267397832622 0.32197820121567017 0.90000000000000013
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=0.00073241610816237928 -0.0035128229810147999 0.011805022467622899 0.0040969917997038868 0.0051844958307127043 0.0021313807589899525 0.0029893802738983908 -0.0072306167706764684
leaf_weight=1325.3644352257252 1030.0481534600258 181.82963290810585 826.36942881345749 7.0004141479730597 39.103314727544785 49.581785708665848 289.1848963946104
leaf_count=4635 3931 540 2773 29 118 184 1226
internal_value=0.00028316 0.00277589 0.00202459 -0.00401567 0.010093 -0.00321419 -0.0069371
internal_weight=3748.48 2372.67 2151.73 1375.82 220.933 1079.63 296.185
internal_count=13436 8066 7408 5370 658 4115 1255
is_linear=0
shrinkage=0.0168881


Tree=96
num_leaves=8
num_cat=0
split_feature=36 34 95 95 47 27 36
split_gain=116.927 37.0133 18.6722 15.1479 15.0084 10.4099 8.23198
threshold=4.0650000000000004 2.2850000000000006 -1.0000000180025095e-35 -11.249999999999996 1.3250000000000004 0.46707142857142864 11.875000000000002
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=-0.002563534406355678 0.0062912856538070447 -0.0087931314895190703 0.00076698826008473101 -0.0032351193574738156 0.00099428991657851554 0.0050420866482792578 0.012623559327755813
leaf_weight=708.16963091492653 240.30308538675308 160.76284092664719 1490.7667244672775 1075.7331203818321 296.85090678930283 465.20650166273117 77.433604300022125
leaf_count=2134 657 529 4377 3399 831 1302 207
internal_value=-9.64744e-05 -0.00162011 -0.000305599 -0.00395776 0.00475104 0.00346535 0.00783457
internal_weight=4515.23 3435.43 2198.94 1236.5 1079.79 762.057 317.737
internal_count=13436 10439 6511 3928 2997 2133 864
is_linear=0
shrinkage=0.0168881


Tree=97
num_leaves=8
num_cat=0
split_feature=47 147 122 133 120 3 26
split_gain=34.6297 8.1218 10.3019 8.9528 7.21007 11.8233 5.33697
threshold=1.7650000000000003 0.41641356115479727 2.3040000000000003 3.1055000000000006 1.9500000000000002 1549.8274811978065 0.64645833333333347
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=0.0013502983013238944 0.0022458311314146125 -0.0015137136967237428 -0.010321248137545544 0.0080433073983721057 0.0036492808760899397 -0.0093033596776854049 0.014709433640914404
leaf_weight=508.51160404086113 1370.0566940307617 2827.7640576958656 22.523625999689102 28.234305888414383 39.945696890354156 40.452163875102997 9.8698697090148908
leaf_count=1412 3730 7904 63 80 109 111 27
internal_value=-0.000125337 -0.00106262 0.000855204 -0.00141922 0.00204855 -0.00286754 0.002335
internal_weight=4847.36 3387.03 531.035 2856 1460.32 80.3979 1379.93
internal_count=13436 9459 1475 7984 3977 220 3757
is_linear=0
shrinkage=0.0168881


Tree=98
num_leaves=8
num_cat=0
split_feature=42 34 97 42 105 89 35
split_gain=137.043 44.3501 19.5457 11.0702 7.5319 5.04108 4.79737
threshold=3.6350000000000002 4.3450000000000006 4.5000000000000009 5.7150000000000007 1.8335000000000001 0.79000000000000015 2.4750000000000005
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=0.00072051343267773944 0.0048888663366967811 0.010547200410879767 0.0040271971181670288 -0.0076096177049938055 -0.0056202149123450547 -0.00024528278984470292 -0.0033357440190350616
leaf_weight=1326.0058757811785 20.619372069835663 213.19079005718231 828.33819909393787 265.07842528820038 8.545764356851576 29.464337393641472 1056.7507804334164
leaf_count=4635 76 633 2773 1130 25 125 4039
internal_value=0.000278331 0.00273217 0.00199193 -0.00397157 0.00992399 -0.00687302 -0.00317831
internal_weight=3747.99 2376.08 2154.34 1371.91 221.737 294.543 1077.37
internal_count=13436 8066 7408 5370 658 1255 4115
is_linear=0
shrinkage=0.0168881


Tree=99
num_leaves=8
num_cat=0
split_feature=34 95 35 34 29 96 96
split_gain=90.5558 31.1763 20.1163 16.6432 11.0662 9.06615 8.64525
threshold=1.9850000000000001 -1.0000000180025095e-35 7.455000000000001 3.2950000000000004 3.7638888888888893 2.5000000000000004 2.5000000000000004
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=-0.0042066594737585651 -0.0041922102389079403 0.0028148988554595792 0.014189932954076509 -0.0081653961877826767 -0.00091805873215527155 -0.0031485801492004846 0.00011260813041435533
leaf_weight=196.99419835209846 423.34288057684898 2053.2222966551781 45.320947498083115 216.08210054039955 966.8676090836525 195.9034526348114 401.58661085367203
leaf_count=586 1306 5853 121 725 2979 648 1177
internal_value=0.00013237 0.00209085 0.00306057 -0.00279863 -0.00191511 -0.00577991 -0.00130883
internal_weight=4499.32 2697.12 2098.54 1802.2 1390.21 411.986 598.581
internal_count=13395 7737 5974 5658 4285 1373 1763
is_linear=0
shrinkage=0.0168881


Tree=100
num_leaves=8
num_cat=0
split_feature=47 126 54 122 121 19 22
split_gain=20.5853 10.7833 10.6519 9.38636 6.8533 6.63524 4.15129
threshold=1.9150000000000003 1.9500000000000002 1.6950000000000001 0.97500000000000009 2.5855000000000006 1.5000000000000002 0.36666666666666675
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=-0.00046939183043263861 0.0044358368563652056 0.0008206174688895196 -0.0091888189984930171 0.00055775348682307385 -0.0056020923931649844 0.013928525937500496 0.0058343891935648869
leaf_weight=3786.2011976838112 251.75194305181503 16.226641654968262 54.266270786523819 607.69931298494339 75.67840650677681 34.314912647008896 5.8050946295261374
leaf_count=10533 682 44 163 1651 212 93 17
internal_value=-0.000148784 0.00213961 -0.000679756 0.00169376 -0.00056998 0.00972067 -0.0077366
internal_weight=4831.94 909.993 3921.95 859.451 3861.88 50.5416 60.0714
internal_count=13395 2470 10925 2333 10745 137 180
is_linear=0
shrinkage=0.0168881


Tree=101
num_leaves=8
num_cat=0
split_feature=42 95 40 95 40 110 85
split_gain=114.868 46.0023 19.5709 14.8996 13.7413 6.49575 6.41169
threshold=3.6550000000000007 -7.4999999999999973 2.6650000000000005 -15.749999999999996 1.7850000000000004 19.150000000000002 -0.27388994307400377
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=0.014561705835768666 -0.0078512625508574442 -0.00088897374670283556 0.0025690284902337838 0.0056506666514233948 0.0031644510656136048 -0.002223197160162638 -0.0031998186477805121
leaf_weight=60.600743472576141 293.18734537065029 848.83404585719109 1037.1185043156147 458.04347345232964 47.47464182972908 73.081695467233658 919.74712581932545
leaf_count=187 1228 3024 3475 1471 179 310 3521
internal_value=3.29892e-05 0.0022376 0.00101263 0.00669193 -0.00394242 -0.00672836 -0.00288741
internal_weight=3738.09 2404.6 1885.95 518.644 1333.49 366.269 967.222
internal_count=13395 8157 6499 1658 5238 1538 3700
is_linear=0
shrinkage=0.0168881


Tree=102
num_leaves=8
num_cat=0
split_feature=36 37 36 85 53 85 93
split_gain=79.3471 23.3934 22.0129 15.4694 11.253 9.99198 7.3643
threshold=3.0450000000000004 0.24691708951781735 6.4450000000000012 0.27459459459459462 1.635 -0.32858505564387913 12.900000000000002
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=-0.0081372514978395594 -0.0053771743046621074 -0.0014055823108914522 0.01257150534809612 0.006461772572544335 0.0050129675129496369 0.0020941653641069671 -0.0034074009009242741
leaf_weight=182.24293512105942 52.858292371034622 2128.5129202306271 68.863036245107651 73.750525206327438 305.09615132212639 1493.0013971030712 193.70121848583221
leaf_count=615 152 6471 185 222 825 4282 643
internal_value=0.000128784 -0.00180677 0.00272814 -0.0011421 0.00640491 0.00183868 -0.00570032
internal_weight=4498.03 2578.21 1919.82 2202.26 373.959 1545.86 375.944
internal_count=13395 7951 5444 6693 1010 4434 1258
is_linear=0
shrinkage=0.0168881


Tree=103
num_leaves=8
num_cat=0
split_feature=47 126 54 122 115 143 115
split_gain=20.0413 10.5403 10.3684 9.15711 6.89324 5.56334 3.61444
threshold=1.9150000000000003 1.9500000000000002 1.6950000000000001 0.97500000000000009 1.2915000000000003 -0.94149999999999989 2.2250000000000005
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=-0.00011767566158955179 0.0043796898053175036 -0.0069929475807574849 -0.0090467619813029421 0.00055007510615218201 -0.0017107134351381501 0.011493181670286786 0.0046351007507862002
leaf_weight=2788.4080612957478 251.89570307731628 5.1697994172573081 53.711213558912277 607.74692314863205 1072.7638991475105 45.429273635149002 6.133492797613143
leaf_count=7763 682 14 162 1651 2982 123 18
internal_value=-0.000144325 0.00211321 -0.000668405 0.00167227 -0.000560282 0.00960391 -0.00764408
internal_weight=4831.26 910.242 3921.02 859.643 3861.17 50.5991 59.8447
internal_count=13395 2470 10925 2333 10745 137 180
is_linear=0
shrinkage=0.0168881


Tree=104
num_leaves=8
num_cat=0
split_feature=34 42 35 7 97 27 34
split_gain=114.293 24.6448 24.3828 19.2584 13.7225 7.87128 6.04744
threshold=2.0250000000000004 4.535000000000001 4.1950000000000012 -41.714454298134562 6.5000000000000009 0.5870714285714288 1.0650000000000002
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=0.013312958494463898 0.0022604334241324393 -0.010116002902040183 0.015041731237480619 -0.0015633923372137455 0.0071092985108288662 0.0053191607928179084 -0.0046885816733663469
leaf_weight=25.264147490262985 1331.8767567276955 64.723080724477768 63.651280999183655 1408.2056279778481 190.24715682864189 37.89971062541008 615.16375337541103
leaf_count=86 4463 290 183 5169 609 109 2486
internal_value=3.15683e-05 -0.00255719 0.00340108 -0.00130119 0.0028665 0.0114134 -0.00520529
internal_weight=3737.03 2113.36 1623.67 1433.47 1522.12 101.551 679.887
internal_count=13395 8031 5364 5255 5072 292 2776
is_linear=0
shrinkage=0.0168881


Tree=105
num_leaves=8
num_cat=0
split_feature=34 95 36 34 113 96 96
split_gain=85.0338 30.0696 18.73 15.9372 9.47368 8.84456 8.39602
threshold=1.9850000000000001 -1.0000000180025095e-35 6.2950000000000008 3.2950000000000004 0.59050000000000014 2.5000000000000004 2.5000000000000004
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=-0.0041777544164775821 -0.0026209752890835195 0.0022429279446573762 0.0064630984096117235 -0.008019886718578919 0.00069427210666392336 -0.0030484543618070925 7.9974880369986564e-05
leaf_weight=196.76936781406403 1068.0494515895844 1739.0335021615028 362.47481626272202 214.18100491166115 319.33035156130791 195.02208080887794 401.84626838564873
leaf_count=586 3297 4995 979 725 988 648 1177
internal_value=0.000125301 0.00201967 0.00297085 -0.00272177 -0.00185789 -0.00565061 -0.00131953
internal_weight=4496.71 2700.12 2101.51 1796.58 1387.38 409.203 598.616
internal_count=13395 7737 5974 5658 4285 1373 1763
is_linear=0
shrinkage=0.0168881


Tree=106
num_leaves=8
num_cat=0
split_feature=49 50 7 6 3 9 28
split_gain=19.9572 10.7798 9.65143 9.99878 7.39967 7.09471 5.85292
threshold=3.3850000000000002 1.885 2.1457636677093892 1492.5551722983826 1440.1702176969359 0.099999999999999964 4.0500000000000007
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=0.0098641977595141025 0.00058221852324612299 0.001301057555003367 0.0030042432790157426 -0.0025357192709192385 0.0048435710078463942 -0.0006254519224663267 -0.01317037890248102
leaf_weight=18.477521628141403 167.93540894985199 10.868686467409132 171.89419281482697 202.23585018515587 377.50386995077133 3851.7723667621613 29.866582214832306
leaf_count=52 455 32 467 550 1023 10724 92
internal_value=-0.00013997 -0.000666334 0.00209866 9.55346e-06 0.00353159 -0.000575365 -0.00930863
internal_weight=4830.55 3910.99 919.569 374.13 545.439 3870.25 40.7353
internal_count=13395 10900 2495 1017 1478 10776 124
is_linear=0
shrinkage=0.0168881


Tree=107
num_leaves=8
num_cat=0
split_feature=42 95 37 95 36 29 148
split_gain=108.98 43.931 16.0633 14.2346 12.0003 11.1359 6.34339
threshold=3.6550000000000007 -7.4999999999999973 0.31111267794858655 -15.749999999999996 6.4450000000000012 7.8452380952380958 0.30672192291753003
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=0.014169715992937607 -0.0032362695209520475 0.0034832856047116233 6.033146674871682e-06 0.0054934522083703316 -0.007852738169052317 0.028671283020257819 0.015103119482717347
leaf_weight=61.098146200180054 1105.5580875724554 524.66771644353867 1363.8562934845686 460.09019163250923 214.05648683011532 3.1280730068683615 3.4882255792617789
leaf_count=187 4271 1687 4812 1471 940 12 15
internal_value=3.0157e-05 0.00217001 0.000972093 0.00651061 -0.00385786 -0.00314622 -0.00748452
internal_weight=3735.94 2409.71 1888.52 521.188 1326.23 1108.69 217.545
internal_count=13395 8157 6499 1658 5238 4283 955
is_linear=0
shrinkage=0.0168881


Tree=108
num_leaves=8
num_cat=0
split_feature=34 35 40 85 44 85 44
split_gain=96.1344 36.3215 14.9599 12.6562 10.454 8.25849 5.37555
threshold=1.925 4.035000000000001 4.9450000000000012 -0.26471871412169917 7.5150000000000006 -0.12344827586206894 11.375000000000002
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=-0.0045691464353340957 -0.0034740722453742256 -0.000294144080283927 -0.0090132742955914523 0.0015426314178157488 -0.00087629121319757262 0.0069973371170431202 0.0050461580153029536
leaf_weight=101.70286476612091 1015.4745782613754 49.047609746456146 127.49435383081436 1938.316575139761 782.14694926142693 457.36327117681503 8.2562347054481489
leaf_count=296 3182 133 441 5604 2421 1240 28
internal_value=8.71771e-05 0.00224286 -0.00275204 0.00123792 -0.00234379 0.00629108 -0.008158
internal_weight=4479.8 2546.43 1933.37 2040.02 1797.62 506.411 135.751
internal_count=13345 7273 6072 5900 5603 1373 469
is_linear=0
shrinkage=0.0168881


Tree=109
num_leaves=8
num_cat=0
split_feature=51 50 28 120 51 135 112
split_gain=19.1743 9.90949 9.49918 8.04941 6.95114 6.78313 4.47918
threshold=1.2850000000000004 1.6150000000000004 3.5277777777777781 2.0500000000000003 1.6250000000000002 -0.63099999999999989 0.68150000000000011
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=0.0026907467100505639 0.0033858890599574617 -0.0031496899768856069 0.00088881104645008866 -0.0082724833907641456 0.02454493615158776 -0.00065660951361662856 -0.0096481300041878874
leaf_weight=182.3327077627182 489.07730832695961 151.8259094953537 664.22469106316566 28.527853429317474 4.4688357412815085 3253.6403790414333 37.786694794893265
leaf_count=508 1327 444 1805 78 12 9059 112
internal_value=-7.65783e-05 -0.000686389 0.00178711 0.000511507 0.00357754 -0.000478972 -0.00444486
internal_weight=4811.88 3625.59 1186.3 692.753 493.546 3435.97 189.613
internal_count=13345 10123 3222 1883 1339 9567 556
is_linear=0
shrinkage=0.0168881


Tree=110
num_leaves=8
num_cat=0
split_feature=36 95 39 36 148 29 53
split_gain=101.066 35.6305 24.7997 16.87 12.4388 8.3309 4.07847
threshold=3.0650000000000004 -6.7499999999999973 0.34326731489002338 6.0450000000000008 0.25001118310045645 7.8452380952380958 2.4750000000000005
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=0.0095862437789942471 -0.0028239202225729294 -0.00087016105268901401 0.0030737893431443653 -0.0080211313473912034 0.0041147806122320343 0.020761946726233729 0.0003829656525013594
leaf_weight=180.39252060651779 1096.9777602702379 957.91473576426506 865.63503047823906 249.12982371449471 345.50609812140465 4.2874445617198935 17.62930503487587
leaf_count=562 4227 3410 2852 1094 1109 16 75
internal_value=-5.92494e-06 0.0021189 0.00100201 -0.00365511 0.00599164 -0.00273207 -0.00746564
internal_weight=3717.47 2349.45 1823.55 1368.02 525.899 1101.27 266.759
internal_count=13345 7933 6262 5412 1671 4243 1169
is_linear=0
shrinkage=0.0168881


Tree=111
num_leaves=8
num_cat=0
split_feature=34 36 95 93 34 44 0
split_gain=92.9391 39.7341 19.2777 14.6259 11.456 9.51862 6.82908
threshold=1.925 6.4450000000000012 2.9999999999999987 17.550000000000004 2.8950000000000005 7.4650000000000007 1588.7840799067865
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=-3.5919634678404544e-05 -0.0025997979420825444 0.010283609662923604 0.003185781610632695 -0.0027181607652115988 -0.0059429644802946689 0.0014755279280374955 0.0055514091297106487
leaf_weight=1255.0567780733109 872.75468319654465 136.49571242928505 916.57062903046608 301.13451433181763 439.61183544993401 316.70680049061775 239.8647665977478
leaf_count=3650 2698 368 2609 937 1462 975 646
internal_value=8.42618e-05 0.00220181 0.00132384 -0.00271102 -0.0037197 -0.000568427 0.00726772
internal_weight=4478.2 2547.99 2171.63 1930.21 1312.37 617.841 376.36
internal_count=13345 7273 6259 6072 4160 1912 1014
is_linear=0
shrinkage=0.0168881


Tree=112
num_leaves=8
num_cat=0
split_feature=47 50 86 44 141 27 31
split_gain=21.0201 9.6165 9.40143 6.88302 6.65962 5.06177 4.99679
threshold=1.8650000000000004 1.6150000000000004 3.0919661733615227 5.1550000000000011 -0.66199999999999992 0.45236111111111116 0.55217785843920153
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=0.00088068568347250415 0.004573196837621858 -0.0037261343835872139 0.0045724722303472258 0.0014574625803360007 -0.00087126989623037684 -0.011280023720683728 -0.015847597256224984
leaf_weight=799.1536457836628 273.41361376643181 178.99797487258911 7.6917526423931148 776.76450061798096 2742.2427688241005 22.671340703964233 10.256529629230497
leaf_count=2223 740 526 21 2109 7634 62 30
internal_value=-7.33718e-05 -0.000674137 0.00200079 0.00226867 -0.000475916 -0.00726337 -0.0043832
internal_weight=4811.19 3730.65 1080.54 1050.18 3541.4 30.3631 189.255
internal_count=13345 10413 2932 2849 9857 83 556
is_linear=0
shrinkage=0.0168881


Tree=113
num_leaves=8
num_cat=0
split_feature=39 95 95 7 35 95 106
split_gain=88.6432 46.692 20.6043 15.569 10.2129 11.3441 7.83591
threshold=0.34326731489002338 -6.7499999999999973 2.9999999999999987 -42.865901717121794 2.7450000000000006 -9.7499999999999964 0.68150000000000011
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=0.023078812568517147 -0.0051711466526642245 -0.0011793475870218791 -0.0044405124793302983 0.0043429401305169453 0.0078464970905357066 0.0034048414834126919 0.0033131392717269436
leaf_weight=13.446306198835371 61.69408518075943 1285.1958798766136 969.32894533872604 213.66632863879204 200.05235266685486 910.35405451059341 62.497125595808029
leaf_count=41 212 4778 3798 731 613 2958 214
internal_value=-6.54163e-06 -0.00184625 -0.00258149 0.00545234 0.00369139 0.00420508 -0.000901378
internal_weight=3716.24 2481.64 2254.52 227.113 1234.6 1110.41 124.191
internal_count=13345 9348 8576 772 3997 3571 426
is_linear=0
shrinkage=0.0168881


Tree=114
num_leaves=8
num_cat=0
split_feature=34 35 40 93 53 93 44
split_gain=90.0345 34.1409 14.5584 11.4693 8.13329 7.62831 5.29594
threshold=1.925 4.035000000000001 4.9450000000000012 17.550000000000004 1.5450000000000002 19.050000000000004 11.375000000000002
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=0.00031068611035133556 -0.0032147861827936598 0.012488560494884707 -0.0088852911126005955 -0.0003378380581100397 0.0053711778031275883 0.0024015991287367816 0.0050816305207519799
leaf_weight=1183.240379691124 1204.3072149753571 50.906996756792068 126.35988482832909 588.29791530966759 456.32880038022995 858.90732979774475 8.2459382414817792
leaf_count=3443 3791 137 441 1812 1236 2457 28
internal_value=8.17568e-05 0.00216414 -0.00267288 -0.00227064 0.00608554 0.00119012 -0.00802949
internal_weight=4476.59 2549.38 1927.21 1792.61 507.236 2042.15 134.606
internal_count=13345 7273 6072 5603 1373 5900 469
is_linear=0
shrinkage=0.0168881


Tree=115
num_leaves=8
num_cat=0
split_feature=51 35 52 3 118 23 4
split_gain=17.8811 9.19644 7.24491 6.67799 9.61168 5.88273 5.59212
threshold=1.2850000000000004 4.8350000000000009 3.8650000000000007 1443.5729754481556 0.90000000000000013 4.6333333333333337 1547.9288554682178
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=-0.00034397428697533638 0.001380327576503648 -0.0028168327813622731 -0.0093265637239397722 0.0050977091201029508 0.0012772732985475101 -0.011263966298847714 -0.0031779628560708829
leaf_weight=3317.2085698544979 205.68247106671333 254.49005076289177 25.808328211307526 277.46019271016121 581.4155278801918 25.910468429327011 122.46099770069122
leaf_count=9222 558 750 74 752 1580 77 332
internal_value=-7.04108e-05 -0.000659744 -0.000413328 0.00172853 0.0025115 -0.00359749 -0.000320723
internal_weight=4810.44 3623.42 3343.02 1187.02 858.876 280.401 328.143
internal_count=13345 10123 9296 3222 2332 827 890
is_linear=0
shrinkage=0.0168881


Tree=116
num_leaves=8
num_cat=0
split_feature=42 37 42 85 96 85 85
split_gain=95.948 24.2689 15.5086 12.1872 9.09663 6.0202 3.39276
threshold=3.6750000000000003 0.25593842092151392 5.9450000000000012 -0.53249999999999986 2.5000000000000004 -0.23643132220795887 -0.47050505050505048
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=0.0079578917908248552 0.002279069167742499 0.012070444110242358 0.011423924842705572 0.0010244377731677336 0.0031148676103766328 -0.003138633933518088 -0.0077999294182704978
leaf_weight=223.80932465195656 62.107016056776047 28.913121446967125 2.6465630978345862 1937.5571976900101 218.75300168991089 1005.3948139697313 235.89213369786739
leaf_count=678 236 99 11 6701 665 3909 1046
internal_value=-7.33796e-06 0.00199101 -0.00369338 0.00118686 0.0055641 -0.00282341 -0.00758653
internal_weight=3715.07 2409.03 1306.04 1966.47 442.562 1067.5 238.539
internal_count=13345 8143 5202 6800 1343 4145 1057
is_linear=0
shrinkage=0.0168881


Tree=117
num_leaves=8
num_cat=0
split_feature=36 40 53 85 102 85 96
split_gain=84.0476 31.1498 16.9971 15.649 8.76359 7.77135 6.76084
threshold=4.0850000000000009 3.2450000000000006 1.9550000000000003 0.25914438502673803 2.3335000000000004 -0.10274582560296842 2.5000000000000004
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=-0.0006608691549794993 0.00080177285976167697 -0.0058965431354608515 0.0028782309962865748 0.0059722478320665988 -0.010581652298427552 0.0080417218274812328 -0.0027313525025024635
leaf_weight=2540.3395226895809 48.78536519408226 370.77674689888954 712.9051893055439 105.66024523973465 14.067630410194395 317.74271681904793 400.32324808835983
leaf_count=7582 133 1232 1984 313 39 863 1302
internal_value=3.76463e-05 -0.00126644 0.00411283 -0.000395985 0.00261773 0.00707814 -0.00425334
internal_weight=4510.6 3417.1 1093.5 2646 726.973 366.528 771.1
internal_count=13448 10429 3019 7895 2023 996 2534
is_linear=0
shrinkage=0.0168881


Tree=118
num_leaves=8
num_cat=0
split_feature=49 86 53 35 102 31 111
split_gain=18.7058 14.5824 13.4206 9.5533 7.41398 9.27039 6.07311
threshold=4.1550000000000011 3.0790020790020796 2.2250000000000005 6.3450000000000006 0.95850000000000002 0.16015267175572517 3.3500000000000001
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=0.00038293608772226967 0.0038430958584425991 -0.0048240267157208935 0.0012541718609091976 -0.0057456842222309091 -0.01724458674369184 0.011731599018396096 0.0010472888834087315
leaf_weight=3981.7394119203091 179.79680654406548 320.64629825949669 153.05495792627335 73.887951076030731 5.5537796020507804 55.643971592187881 76.20860430598259
leaf_count=11030 485 912 425 225 15 150 206
internal_value=0.000221436 -5.6214e-05 -0.00286008 0.000271275 0.00418606 0.00570758 -0.000194949
internal_weight=4846.53 4529.33 473.701 4055.63 317.203 235.441 81.7624
internal_count=13448 12592 1337 11255 856 635 221
is_linear=0
shrinkage=0.0168881


Tree=119
num_leaves=8
num_cat=0
split_feature=42 34 95 42 104 92 6
split_gain=84.9098 29.9908 19.2872 13.8854 9.88809 9.81834 6.94622
threshold=3.6250000000000004 4.5250000000000012 4.3499999999999988 4.8150000000000004 1.1075000000000002 0.3083333333333334 1531.6987204454733
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=0.0017226912349969353 -0.0029159421689541041 0.0085604849311881753 -0.0025899776309007794 -0.0060697787140903915 -0.0096981094489734746 0.0031758263943293557 0.0063770842958144058
leaf_weight=1811.1488207578659 743.27364034950733 196.36209216713905 353.48176302015781 531.44342277944088 8.8388558030128461 83.982368320226669 13.100904390215872
leaf_count=6116 2847 570 1272 2242 26 322 53
internal_value=-0.000332216 0.00160338 0.00101843 -0.00367605 0.00777388 -0.00229748 -0.00577028
internal_weight=3741.63 2369.83 2164.63 1371.8 205.201 827.256 544.544
internal_count=13448 7984 7388 5464 596 3169 2295
is_linear=0
shrinkage=0.0168881


Tree=120
num_leaves=8
num_cat=0
split_feature=36 40 95 53 102 96 135
split_gain=81.3142 30.3046 18.9236 16.5039 8.57772 6.63744 6.33835
threshold=4.0850000000000009 3.2450000000000006 4.3499999999999988 1.9550000000000003 2.3335000000000004 2.5000000000000004 -0.11249999999999999
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=-0.001181080009522857 0.01025937626064068 -0.0058299878034392474 0.0021886327068389084 0.0028268219940801279 -0.010500537325145057 -0.0026896694554358154 0.0054676883199918412
leaf_weight=2024.2686869204044 114.46730998158455 369.50339189171791 621.16850933432579 713.49364110827446 14.043776363134382 399.61208099126816 252.37330186367035
leaf_count=6084 311 1232 1811 1984 39 1302 685
internal_value=3.62284e-05 -0.00124771 -0.000389837 0.00404224 0.00256952 -0.00419839 0.00696294
internal_weight=4508.93 3414.55 2645.44 1094.38 727.537 769.115 366.841
internal_count=13448 10429 7895 3019 2023 2534 996
is_linear=0
shrinkage=0.0168881


Tree=121
num_leaves=8
num_cat=0
split_feature=49 48 27 28 98 30 20
split_gain=18.1479 10.8202 6.81713 6.56496 6.29386 6.89087 4.64002
threshold=4.1550000000000011 2.0350000000000006 0.38527777777777789 3.4722222222222228 0.58114035087719318 0.12456896551724136 2.5000000000000004
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=0.0015743211990142947 0.013167020323056057 0.0077163774344107859 -0.0018278970538702058 -6.1704268730943833e-05 0.0020622088012871138 0.0031875555275442976 0.010778396011168504
leaf_weight=959.60652783513069 40.101688802242279 21.825202852487564 966.22830554842949 2581.1702798306942 219.4788056910038 38.871405839920044 18.922900885343552
leaf_count=2647 108 63 2746 7136 592 105 51
internal_value=0.000219199 -5.43779e-05 -0.00161705 0.000381678 0.00412312 0.00825535 0.00275416
internal_weight=4846.21 4528.83 988.054 3540.78 317.375 78.9731 238.402
internal_count=13448 12592 2809 9783 856 213 643
is_linear=0
shrinkage=0.0168881


Tree=122
num_leaves=8
num_cat=0
split_feature=36 34 95 34 6 1 29
split_gain=86.0155 27.1854 16.7081 13.9 7.80919 7.2959 6.82288
threshold=2.9150000000000005 4.5250000000000012 4.3499999999999988 1.3150000000000002 1531.6987204454733 1445.9552797649437 7.9500000000000011
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=0.0018399806846020404 -0.0067100202715581784 0.025653879126034843 -0.0025015977037529382 -0.0025880166846998964 0.0096688966393496754 0.0070827395413462771 0.022032874362080578
leaf_weight=1712.1614145636559 350.17411231994629 6.2225529551506034 296.60241633653641 1163.175021559 8.5025312900543195 199.5169278383255 3.2185873389244071
leaf_count=5747 1527 18 1057 4474 35 578 12
internal_value=-0.000327753 0.00179776 0.00119892 -0.00341416 -0.00632168 0.00764457 -0.00252005
internal_weight=3739.57 2214.5 2008.76 1525.07 358.677 205.739 1166.39
internal_count=13448 7400 6804 6048 1562 596 4486
is_linear=0
shrinkage=0.0168881


Tree=123
num_leaves=8
num_cat=0
split_feature=36 40 47 130 35 44 111
split_gain=78.7064 29.4728 14.147 11.9584 7.01178 6.47921 6.38903
threshold=4.0850000000000009 3.2650000000000001 1.3250000000000004 1.7070000000000001 7.455000000000001 7.3050000000000006 27.550000000000004
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=-0.0012396050775064647 0.0059593881354377308 -0.0055499429125073904 0.0028971295344180988 0.0011231530795761991 0.013193934556422844 -0.002371766246706633 -0.012378973101211369
leaf_weight=1715.3376978337765 275.17956498265266 428.33953532576561 767.77750217914581 948.90220418572426 44.379150480031967 319.40850016474724 7.8880284726619712
leaf_count=5149 745 1423 2133 2807 119 1050 22
internal_value=3.47704e-05 -0.00122961 0.00397377 -0.00039807 0.00696418 -0.00419239 0.00274175
internal_weight=4507.21 3411.99 1095.22 2664.24 319.559 747.748 775.666
internal_count=13448 10429 3019 7956 864 2473 2155
is_linear=0
shrinkage=0.0168881


Tree=124
num_leaves=8
num_cat=0
split_feature=49 35 137 35 4 6 127
split_gain=17.6397 12.4068 9.36612 7.45103 4.89443 12.4791 4.83272
threshold=4.1550000000000011 3.4050000000000007 2.8500000000000001 6.3450000000000006 1541.146734142005 1513.3937825165324 1.8945000000000001
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=0.0076687769071359822 0.0060866207729194776 -0.0010701224139820944 0.00041235349177133097 -0.0062030069279288618 -0.0029809987092854653 0.0084310714649411932 -0.01044398827593911
leaf_weight=51.575424015522003 195.87944677472115 1288.9378814995289 3101.8501561582088 86.047046363353729 72.677058666944504 43.79616504907608 5.1760761737823477
leaf_count=142 528 3642 8544 264 196 118 14
internal_value=0.000217144 -5.26604e-05 0.000531043 -0.00139136 0.00406501 0.00130996 0.00566091
internal_weight=4845.94 4528.41 3153.43 1374.98 317.529 116.473 201.056
internal_count=13448 12592 8686 3906 856 314 542
is_linear=0
shrinkage=0.0168881


Tree=125
num_leaves=8
num_cat=0
split_feature=42 34 97 42 42 92 111
split_gain=80.4039 28.2603 17.9003 13.3482 9.91644 9.63801 5.16103
threshold=3.6250000000000004 3.2950000000000004 3.5000000000000004 4.8150000000000004 1.635 0.3083333333333334 9.8500000000000032
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=-0.0010770217286791917 -0.0028538343818902277 0.010282939388753886 0.0021873598791642022 -0.0069817826887843097 0.0040883212418262541 0.0031838069656247529 -0.0035985056754988683
leaf_weight=897.57196380198002 740.62648943066597 93.018678694963455 1027.5760560631752 328.10100327432156 355.11452794075012 83.952104449272156 211.55122762918472
leaf_count=3164 2847 263 3478 1405 1079 322 890
internal_value=-0.00032348 0.00155453 0.000665377 -0.00359057 0.00537419 -0.0022391 -0.00565554
internal_weight=3737.51 2373.28 1925.15 1364.23 448.133 824.579 539.652
internal_count=13448 7984 6642 5464 1342 3169 2295
is_linear=0
shrinkage=0.0168881


Tree=126
num_leaves=8
num_cat=0
split_feature=34 95 34 34 41 95 143
split_gain=81.6518 29.8388 16.4863 15.916 11.4411 7.66652 4.30989
threshold=2.0950000000000002 -1.0000000180025095e-35 1.5550000000000004 3.9950000000000006 1.8750000000000002 -7.4999999999999973 0.86900000000000011
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=-0.0040040208528261635 -0.0048954849105583729 0.0037510535102467878 0.00084112500064022124 -0.0055796889531264425 0.00036904389896708621 -0.0017815562579422894 -0.010405577820984882
leaf_weight=291.95423784852028 290.33704483509064 1325.7604207396507 955.54585111141205 149.04524186253548 410.59151315689087 1010.0117718279362 81.757506549358368
leaf_count=884 940 3696 2794 518 1196 3162 286
internal_value=-3.18618e-05 0.00159502 0.00253221 -0.00320228 -0.00144822 -0.00247684 -0.00728928
internal_weight=4515 2983.85 2281.31 1531.15 702.546 1300.35 230.803
internal_count=13476 8570 6490 4906 2080 4102 804
is_linear=0
shrinkage=0.0168881


Tree=127
num_leaves=8
num_cat=0
split_feature=49 26 54 9 141 145 49
split_gain=22.0759 9.73553 8.96995 7.97569 7.65866 5.15148 1.08175
threshold=3.3850000000000002 0.64645833333333347 1.5950000000000004 0.099999999999999964 1.1165000000000003 0.17305000000000001 3.7550000000000003
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=0.011495521742918968 0.0026937949834309836 0.025950118943138319 0.0035229536628567015 -0.00039280059657620522 -0.0029224201689547263 -0.005771503072194567 0.014120001611931924
leaf_weight=16.16371950507164 838.05723425745964 4.417922377586363 19.560993134975433 3766.5223685801029 75.485194027423859 130.14494574069977 4.4304276406764984
leaf_count=45 2268 12 58 10486 205 390 12
internal_value=4.90841e-05 0.00240049 -0.000502461 -0.000341994 0.0022297 -0.0045569 0.02003
internal_weight=4854.78 922.391 3932.39 3782.69 913.542 149.706 8.84835
internal_count=13476 2497 10979 10531 2473 448 24
is_linear=0
shrinkage=0.0168881


Tree=128
num_leaves=8
num_cat=0
split_feature=36 35 95 36 142 56 27
split_gain=94.1508 36.7513 22.5952 16.7724 11.5193 8.26034 5.42751
threshold=2.6750000000000003 3.5450000000000004 -6.7499999999999973 6.0450000000000008 -1.2929999999999999 1.6850000000000003 0.42950000000000005
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=0.0053730049033187 0.0031164703886937383 0.01275466138811124 0.00065298840870261978 -0.0019072705199311181 -0.0025418709314083614 0.006299673801278825 -0.0079618124983993933
leaf_weight=369.40028738975525 110.574344009161 90.437233865261078 1333.4761793911457 52.837306246161461 1424.9067025184631 150.93712139129639 210.53903110325336
leaf_count=1179 420 257 4545 239 5438 446 952
internal_value=-2.5223e-05 0.00255109 0.0016769 -0.00280978 -0.00213438 0.00871832 -0.00674727
internal_weight=3743.11 1944.25 1702.88 1798.86 1535.48 241.374 263.376
internal_count=13476 6427 5724 7049 5858 703 1191
is_linear=0
shrinkage=0.0168881


Tree=129
num_leaves=8
num_cat=0
split_feature=34 36 85 36 93 53 93
split_gain=79.1307 34.2971 17.0491 15.7574 9.66755 7.25696 5.68294
threshold=2.0950000000000002 6.5150000000000006 -0.32858505564387913 1.5550000000000004 19.050000000000004 1.5750000000000004 14.550000000000002
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=-0.0063289764266432329 -0.0090427509320527132 0.011981682483719839 0.0011428410578930986 -0.0032666953431930157 7.9128922723568714e-05 0.0053758206216692802 -0.0039146222818466228
leaf_weight=90.212244868278503 153.10737434029579 55.824558168649673 2523.1205729544163 937.85041826963425 334.01233646273613 315.7638523876667 103.19938710331917
leaf_count=263 539 150 7309 2978 1037 848 352
internal_value=-3.25231e-05 0.00156753 0.000884904 -0.00315787 -0.00238801 0.00636831 -0.00697806
internal_weight=4513.09 2984.92 2613.33 1528.17 1271.86 371.588 256.307
internal_count=13476 8570 7572 4906 4015 998 891
is_linear=0
shrinkage=0.0168881


Tree=130
num_leaves=8
num_cat=0
split_feature=49 41 26 9 147 141 49
split_gain=21.3741 10.4699 9.48835 9.08894 8.27869 7.47944 1.0503
threshold=3.3850000000000002 2.5550000000000002 0.64645833333333347 0.099999999999999964 0.4574957770270271 1.1165000000000003 3.7550000000000003
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=0.01260519753505349 0.0026529742492078863 -0.0071792823811508456 0.025567617296871903 -0.00034675550684631727 -0.0001244836594244739 -0.0028978561064962683 0.013924865361241219
leaf_weight=15.516934245824812 838.39053297042847 116.02208867669106 4.4323861896991712 3719.7007513940334 80.271176964044571 75.461166143417358 4.4378878772258759
leaf_count=43 2268 349 12 10346 241 205 12
internal_value=5.01585e-05 -0.000492738 0.00236334 -0.000292943 -0.00429446 0.00219459 0.0197459
internal_weight=4854.23 3931.51 922.722 3735.22 196.293 913.852 8.87027
internal_count=13476 10979 2497 10389 590 2473 24
is_linear=0
shrinkage=0.0168881


Tree=131
num_leaves=8
num_cat=0
split_feature=42 39 42 50 31 56 135
split_gain=91.4632 30.0804 20.6597 15.0255 10.0094 8.2701 6.44834
threshold=3.0750000000000006 0.55504414203496133 4.7550000000000008 1.0850000000000002 0.13704153778170566 1.8750000000000002 -0.7054999999999999
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=-0.00023765333323151332 0.00028846000801519602 0.02197179654555426 -0.0060322354823264734 0.003229124543435543 -0.0025889694475648029 0.00022835424961305814 0.0078329714140423588
leaf_weight=573.52897527813911 577.49902184307575 9.5933404266834241 488.73407304286957 942.51585519313812 855.63007864356041 68.620817095041275 225.5038515329361
leaf_count=1992 2156 27 2095 3092 3169 289 656
internal_value=-2.58381e-05 0.00278925 -0.00250245 0.00191761 -0.00142945 -0.0052614 0.00841004
internal_weight=3741.63 1751.14 1990.48 1516.04 1433.13 557.355 235.097
internal_count=13476 5767 7709 5084 5325 2384 683
is_linear=0
shrinkage=0.0168881


Tree=132
num_leaves=8
num_cat=0
split_feature=34 36 95 36 93 53 96
split_gain=76.6411 33.1806 20.8864 15.3938 9.47563 7.12076 6.00151
threshold=2.0950000000000002 6.5150000000000006 -1.0000000180025095e-35 1.5550000000000004 19.050000000000004 1.5750000000000004 2.5000000000000004
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=-0.0017042107298738066 -0.0093654420177293612 0.01182348309253853 0.0017544091290275917 -0.0032238655075233925 8.9768157497372388e-05 0.0052787975011983814 -0.0041775554966685582
leaf_weight=669.38879656791687 133.80729013681412 55.797441512346268 1944.8416989445686 936.23854249715805 333.8923687338829 315.9208297431469 121.25404912233353
leaf_count=1991 475 150 5581 2978 1037 848 416
internal_value=-3.31067e-05 0.00154011 0.0008688 -0.0031131 -0.00235276 0.00626127 -0.00689927
internal_weight=4511.14 2985.95 2614.23 1525.19 1270.13 371.718 255.061
internal_count=13476 8570 7572 4906 4015 998 891
is_linear=0
shrinkage=0.0168881


Tree=133
num_leaves=8
num_cat=0
split_feature=47 86 142 35 85 86 78
split_gain=20.6188 10.839 10.6533 10.14 7.97871 7.48697 5.99146
threshold=1.8950000000000002 3.0550505050505055 1.1740000000000002 4.3950000000000005 -0.093163418290854588 3.0956959706959712 1.7928571428571431
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=7.2773648254720658e-05 0.0019750283710319454 -0.011655008552777717 0.0080639717647973379 0.0031753132622429573 -0.0038490805497075121 -0.0024720433527812414 0.0079217362891451076
leaf_weight=3087.8719829618931 854.98577958345413 23.444561123847965 90.645429193973541 52.695606112480164 369.32982960343361 369.14514827728271 5.5041818022727957
leaf_count=8557 2313 64 245 155 1089 1038 15
internal_value=5.10716e-05 0.00224709 0.00255872 -0.000500654 -0.00297193 -0.000198959 -0.0079319
internal_weight=4853.62 974.58 945.631 3879.04 422.025 3457.02 28.9487
internal_count=13476 2637 2558 10839 1244 9595 79
is_linear=0
shrinkage=0.0168881


Tree=134
num_leaves=8
num_cat=0
split_feature=42 95 39 42 85 37 37
split_gain=88.7953 31.2574 25.553 20.2331 12.6979 6.40543 5.63764
threshold=3.0750000000000006 -15.749999999999996 0.55504414203496133 4.7550000000000008 -0.28713735558408215 0.55812074591036398 0.33317607514353931
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=0.016511356299300176 0.0056979326543982146 0.0015445415463319469 0.0078020626576888073 -0.008841901165807034 -0.0017656056555512166 -0.0043021386979733298 -0.0039562934488018226
leaf_weight=53.001471847295761 68.267885699868202 1483.4678473770618 212.82923176884651 110.75528500974178 1363.4259602874517 444.31655485928059 4.135691672563552
leaf_count=156 250 4980 618 489 5075 1895 13
internal_value=-2.63379e-05 0.00274352 0.00232967 -0.00247091 -0.0014097 -0.00520802 0.0150294
internal_weight=3740.2 1753.43 1696.3 1986.77 1431.69 555.072 57.1372
internal_count=13476 5767 5598 7709 5325 2384 169
is_linear=0
shrinkage=0.0168881


Tree=135
num_leaves=8
num_cat=0
split_feature=36 40 40 130 150 30 14
split_gain=76.9172 17.6226 15.2625 11.9731 9.29003 7.64556 3.80987
threshold=2.9650000000000003 4.285000000000001 1.675 1.7890000000000004 0.46585999493613611 0.15285947712418302 0.29166666666666669
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=-0.0024173817279825385 0.00844132902759436 0.0023093430329999953 -0.0012081702604203259 0.00029680165155284945 0.0021670309035946573 0.0036513875721095276 -0.0068896955153763314
leaf_weight=1534.3161859810352 135.81487607955933 13.593006908893583 281.40721651911736 664.19509130716324 1340.3751316070557 316.70167776942253 230.78649872541428
leaf_count=4757 366 48 818 2017 3828 855 815
internal_value=-4.49331e-05 -0.00207563 0.00234659 -0.00159739 0.00158136 0.00508906 -0.00637792
internal_weight=4517.19 2442.89 2074.3 2198.51 1621.78 452.517 244.38
internal_count=13504 7637 5867 6774 4646 1221 863
is_linear=0
shrinkage=0.0168881


Tree=136
num_leaves=8
num_cat=0
split_feature=49 35 120 1 53 10 4
split_gain=19.5453 9.40594 9.01345 8.02287 7.95716 6.48072 6.02248
threshold=3.3850000000000002 3.4150000000000005 1.3165000000000002 1700.9931557139869 1.5750000000000004 4.1000000000000005 1599.9993960063628
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=0.00018089017367976996 0.0032549626783001336 -0.0059740100497374079 0.00081263163779609466 0.02240251015728905 -0.0011414580752357644 0.018696346089599188 -0.0063274129920836827
leaf_weight=2598.5450837314129 642.74851524829865 105.47851479053497 230.42377287149429 6.3026283383369437 1235.4207056760788 5.4026201963424674 39.462652415037155
leaf_count=7184 1736 313 625 17 3507 15 107
internal_value=0.000144261 -0.000372441 0.0023624 0.00344094 -0.00152162 0.000219317 -0.000231296
internal_weight=4863.78 3944.85 918.938 649.051 1340.9 2603.95 269.886
internal_count=13504 11019 2485 1753 3820 7199 732
is_linear=0
shrinkage=0.0168881


Tree=137
num_leaves=8
num_cat=0
split_feature=42 95 34 95 95 2 35
split_gain=97.2378 40.7394 19.5312 14.3363 9.52535 10.3029 8.1056
threshold=3.6350000000000002 -6.7499999999999973 3.2950000000000004 -15.749999999999996 -1.499999999999998 244.98559707034829 2.4450000000000007
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=0.013755103236645971 -0.0015256582837982105 1.0947407940099146e-05 0.0049852076314964517 0.0049974435674508761 0.01221874647469392 0.020180678640149712 -0.0046501083192347446
leaf_weight=59.914503693580627 278.65462706983089 1603.1702606528997 261.91307884454727 484.07838916778564 8.1866725236177427 6.3790680319070807 1047.0616231411695
leaf_count=177 1065 5594 788 1522 31 26 4301
internal_value=-0.000132998 0.00189558 0.000709495 0.00596205 -0.00377927 -0.00103977 -0.00451921
internal_weight=3749.36 2409.08 1865.08 543.993 1340.28 285.034 1055.25
internal_count=13504 8081 6382 1699 5423 1091 4332
is_linear=0
shrinkage=0.0168881


Tree=138
num_leaves=8
num_cat=0
split_feature=36 95 35 40 95 27 36
split_gain=74.2842 19.1625 17.1325 10.7827 8.84868 7.79877 6.50165
threshold=2.9650000000000003 -8.2499999999999964 4.1750000000000007 2.6350000000000002 2.9999999999999987 0.45816666666666667 1.8650000000000004
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=-0.007529899306348912 0.00035810955173007537 0.00013030522725083178 0.0019112739421055969 -0.0023789770751811408 0.0028541788525076159 0.0067476643586521466 -0.0032413084280326324
leaf_weight=203.62271395325661 883.39933687448502 812.97029289603233 137.99466335773468 1223.3799880445004 748.1388201713562 305.98204636573792 199.76379969716072
leaf_count=698 2556 2402 371 3897 2117 823 640
internal_value=-4.54138e-05 -0.00204335 0.00230312 -0.00137719 0.00150269 0.0052445 -0.00540618
internal_weight=4515.25 2439.74 2075.51 2036.35 1631.54 443.977 403.387
internal_count=13504 7637 5867 6299 4673 1194 1338
is_linear=0
shrinkage=0.0168881


Tree=139
num_leaves=7
num_cat=0
split_feature=49 35 8 137 26 85
split_gain=18.9599 9.05368 9.62742 9.53646 6.80196 6.06602
threshold=3.3850000000000002 3.4150000000000005 0.62142857142857155 7.1500000000000012 0.64645833333333347 0.25914438502673803
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=0.0011873764925007682 0.0024008121855603943 -0.0068741448019702302 -0.0011126009708328447 -0.00085911571517149584 0.018453126048412663 -0.0071080218065952428
leaf_weight=1366.713090389967 892.2804784476757 88.574270218610764 1251.38054728508 1237.4089595079422 7.4008375704288474 19.552182406187057
leaf_count=3778 2412 252 3568 3421 20 53
internal_value=0.000143587 -0.000365475 -0.00149347 0.000214929 0.0023278 0.00219689
internal_weight=4863.31 3944.08 1339.95 2604.12 919.233 911.833
internal_count=13504 11019 3820 7199 2485 2465
is_linear=0
shrinkage=0.0168881


Tree=140
num_leaves=8
num_cat=0
split_feature=42 34 94 35 27 17 123
split_gain=94.5754 36.7146 17.9643 9.22957 7.88461 7.66848 2.34018
threshold=3.6350000000000002 3.9950000000000006 17.550000000000004 5.5250000000000012 0.61354166666666676 1.0000000180025095e-35 0.60550000000000004
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=-0.00036857953126390717 -0.0024334271915677627 0.0087902729798069977 0.0027404835366008481 0.0031048274787114118 0.0011481288783065531 -0.0052086995960246019 -0.010085570512810532
leaf_weight=1119.9011954367161 826.37273949384689 238.98986285924911 1006.3360457420349 4.0448151230812064 45.908906310796738 432.67484650015831 73.351316571235657
leaf_count=3914 3322 692 3343 19 132 1732 350
internal_value=-0.000131613 0.00186576 0.00110291 -0.00373517 0.0075589 -0.00338718 -0.0093959
internal_weight=3747.58 2411.14 2126.24 1336.44 284.899 1259.05 77.3961
internal_count=13504 8081 7257 5423 824 5054 369
is_linear=0
shrinkage=0.0168881


Tree=141
num_leaves=8
num_cat=0
split_feature=34 95 35 34 6 44 117
split_gain=68.2878 24.6358 17.1267 11.9965 10.0246 6.69986 6.04167
threshold=2.0350000000000006 -1.0000000180025095e-35 4.0950000000000006 4.3450000000000006 1491.5149079577234 7.9250000000000007 0.41650000000000004
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=-0.0048119013109938717 -0.0031653352913597879 0.0016538101498496554 0.0054105534817065889 -0.00034055704620041124 -8.5123143546549381e-05 -0.00081473535482243578 -0.0082685737022666957
leaf_weight=174.52957034111023 907.31014031171799 1778.0399823486805 429.78057757019997 33.481186538934708 479.70863121747971 558.90860718488693 151.48249724507332
leaf_count=511 2898 5096 1156 120 1421 1758 544
internal_value=-4.56629e-05 0.00153219 0.00238512 -0.00278063 -0.00134611 -0.00226933 -0.00683362
internal_weight=4513.24 2862.06 2207.82 1651.18 654.238 1466.22 184.964
internal_count=13504 8184 6252 5320 1932 4656 664
is_linear=0
shrinkage=0.0168881


Tree=142
num_leaves=8
num_cat=0
split_feature=49 79 38 120 1 35 4
split_gain=18.3776 9.01172 10.2717 8.79141 7.85008 7.35187 5.88998
threshold=3.3850000000000002 2.5062937217256986 0.20639495103107977 1.3165000000000002 1700.9931557139869 3.4150000000000005 1599.9993960063628
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=-0.0091725487371063924 0.0031735423820907905 -3.0267677702863869e-05 0.0034497673183048424 0.00076346877756546081 0.022093231650974213 -0.0016197893110156021 -0.0062984141535173017
leaf_weight=19.782079100608826 643.22145849466324 2392.0360029935837 260.6645972430706 230.54530906677246 6.3164119124412528 1270.8319770991802 39.448282510042191
leaf_count=57 1736 6614 722 625 17 3626 107
internal_value=0.000142976 -0.00035836 0.00255932 0.00229293 0.00335757 -0.000581759 -0.000268244
internal_weight=4862.85 3943.31 280.447 919.531 649.538 3662.87 269.994
internal_count=13504 11019 779 2485 1753 10240 732
is_linear=0
shrinkage=0.0168881


Tree=143
num_leaves=8
num_cat=0
split_feature=42 40 94 35 85 51 91
split_gain=91.9404 29.3327 17.5029 9.09851 7.98781 7.67867 2.37595
threshold=3.6350000000000002 4.3450000000000006 19.050000000000004 5.5250000000000012 0.42848484848484841 1.2750000000000001 -0.38874999999999987
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=-0.00014104997291814207 -0.0031436037958660857 0.0081531098733834181 0.0029583237526801995 0.00105501814109624 -0.01230937582808809 0.00034073157071075273 -0.010184269207538893
leaf_weight=1237.0973915755749 1228.0878447294235 237.79408621788025 896.06882160902023 5.7987552583217612 27.731895014643669 42.267185360193253 70.976653337478638
leaf_count=4309 4939 683 2958 28 115 131 341
internal_value=-0.000130588 0.00183553 0.00116088 -0.0036911 -0.00334603 0.00697415 -0.00933506
internal_weight=3745.82 2413.23 2133.17 1332.6 1255.82 280.061 76.7754
internal_count=13504 8081 7267 5423 5054 814 369
is_linear=0
shrinkage=0.0168881


Tree=144
num_leaves=8
num_cat=0
split_feature=36 95 95 48 6 36 31
split_gain=56.2601 26.963 15.8105 8.29984 7.74216 5.89583 4.72125
threshold=4.0650000000000004 -8.2499999999999964 4.3499999999999988 3.2750000000000004 1462.9634165424573 1.635 0.21579768270944744
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=-0.0078676175029793911 0.010484100870864203 -0.0013778506582790573 0.0015618092554274769 0.014348931092484205 0.0025684549870348414 -0.0037779679684888795 -0.0037866459880653673
leaf_weight=150.44576643407345 36.49338310956955 2316.9617955684662 673.48678866028786 26.969690114259723 1028.9945738017559 303.22210910916328 4.8243198394775382
leaf_count=525 99 7114 1977 73 2830 973 13
internal_value=-0.000236824 -0.00129781 -0.000715794 0.00309335 0.00283959 -0.00513424 0.0115963
internal_weight=4541.4 3444.12 2990.45 1097.28 1065.49 453.668 31.794
internal_count=13604 10589 9091 3015 2929 1498 86
is_linear=0
shrinkage=0.0168881


Tree=145
num_leaves=8
num_cat=0
split_feature=49 120 12 91 11 56 147
split_gain=13.59 8.28382 7.52831 6.76953 6.9344 5.63951 3.80825
threshold=2.9450000000000007 2.2930000000000006 1.0000000180025095e-35 0.46333333333333332 0.7238095238095239 2.3950000000000005 0.47660668427820335
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=-0.00028616045434855041 -0.00083486215438127482 -0.010526245265041366 0.0022421858090962647 -0.00055933919775666169 0.028577755676263365 -0.0040454041263612373 0.0051359472348715919
leaf_weight=3198.6179638504982 276.14036625623703 22.957543462514881 1268.225589454174 4.6606148481369001 4.6542789340019226 118.0168981552124 5.4833275675773612
leaf_count=8969 751 63 3446 13 13 334 15
internal_value=0.000232131 0.00152564 0.00169198 -0.000379549 0.013997 -0.000419935 -0.00750574
internal_weight=4898.76 1572.81 1544.37 3325.95 9.31489 3316.63 28.4409
internal_count=13604 4275 4197 9329 26 9303 78
is_linear=0
shrinkage=0.0168881


Tree=146
num_leaves=8
num_cat=0
split_feature=95 40 95 95 80 51 132
split_gain=56.0327 32.3501 15.0377 12.7505 9.64783 8.35664 5.77035
threshold=-6.7499999999999973 2.6650000000000005 7.4999999999999991 -15.749999999999996 0.050893238614556857 1.155 0.89450000000000018
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=-0.0058916634671009622 -0.0014372267620713051 0.0045204428358294477 -0.0049417295838931454 0.0069126216022348886 0.00057913657402429485 0.0024365800022754466 0.013348441099142091
leaf_weight=4.8161930441856375 1554.6471475958824 218.85357388854027 450.39826902747154 171.61527822911739 929.45424352586269 387.83613102138042 57.527778953313828
leaf_count=15 5942 705 1856 534 3126 1257 169
internal_value=-1.63219e-05 -0.000929964 -0.00222446 0.00461705 0.00133032 0.00380968 0.0118617
internal_weight=3775.15 3153.35 2005.05 621.795 1148.31 559.451 62.344
internal_count=13604 11629 7798 1975 3831 1791 184
is_linear=0
shrinkage=0.0168881


Tree=147
num_leaves=8
num_cat=0
split_feature=36 34 93 93 36 26 11
split_gain=54.6767 24.2103 11.4687 9.26233 7.17985 7.8216 7.30257
threshold=4.0650000000000004 2.8550000000000004 19.050000000000004 14.550000000000002 10.775000000000002 0.48894444444444446 3.0333333333333337
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=-0.0013993572054846728 0.00280799169152438 -0.006083863536123447 0.00086375325521345137 -0.0019542784619939681 -0.0074633677397428141 0.0083760072520562747 -0.0067476815280649383
leaf_weight=1831.7969683408737 959.31171697378159 353.60912835597992 980.49049580097198 275.71114966273308 9.7093176543712598 105.37113738059998 23.363442897796631
leaf_count=5559 2642 1222 2889 919 26 283 64
internal_value=-0.000233595 -0.00128039 -0.000610326 -0.00427469 0.00304821 0.00703942 0.00258078
internal_weight=4539.36 3441.61 2812.29 629.32 1097.76 115.08 982.675
internal_count=13604 10589 8448 2141 3015 309 2706
is_linear=0
shrinkage=0.0168881


Tree=148
num_leaves=8
num_cat=0
split_feature=49 123 12 48 29 13 130
split_gain=13.2347 8.11825 8.82963 5.91892 6.49756 5.58565 4.66053
threshold=2.9450000000000007 0.6585000000000002 1.0000000180025095e-35 2.0350000000000006 3.8944444444444448 0.22500000000000003 2.1550000000000002
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=0.0012418678100003513 -0.0023340522612394152 -0.00092359465863806392 0.0024058172330167949 -0.00049900071732856177 -0.00059878673130397693 -0.0031300543989178599 -0.015423407648458313
leaf_weight=873.34584125876427 69.615475505590439 279.39521268010139 1215.395680308342 623.71281996369362 1463.6799077689648 364.72132179141045 8.7324455678462964
leaf_count=2433 189 760 3302 1785 4071 1040 24
internal_value=0.000229452 0.00150573 0.00178349 -0.000374296 8.90549e-05 -0.00146986 -0.00379331
internal_weight=4898.6 1573.14 1494.79 3325.46 2337.03 988.434 78.3479
internal_count=13604 4275 4062 9329 6504 2825 213
is_linear=0
shrinkage=0.0168881


Tree=149
num_leaves=8
num_cat=0
split_feature=42 95 95 95 6 42 37
split_gain=64.6529 28.7199 19.5521 15.3378 15.1678 11.2752 8.61585
threshold=3.5250000000000004 4.3499999999999988 -15.749999999999996 -1.5000000000000002 1491.7635765753628 5.7150000000000007 0.29516412691133403
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=0.011858864899239886 0.0073049481424600346 0.0042334027831629388 0.0021850011829639216 -0.002793104325799474 -0.0017027625012720319 -0.0068304626785309179 -0.0039238777810064931
leaf_weight=61.476720958948135 74.658098608255386 42.328011453151703 1940.6811077296734 928.428681448102 186.50113053619862 250.53614215552807 289.40167830884457
leaf_count=180 282 136 6400 3689 702 1165 1050
internal_value=-1.68503e-05 0.00171948 0.00248205 -0.00283079 0.0008722 -0.00365109 -0.00288295
internal_weight=3774.01 2333.89 2002.16 1440.12 261.159 1178.96 331.73
internal_count=13604 7766 6580 5838 984 4854 1186
is_linear=0
shrinkage=0.0168881


Tree=150
num_leaves=8
num_cat=0
split_feature=36 40 85 35 78 141 28
split_gain=52.9397 21.1134 19.7712 10.7182 7.99295 5.39777 4.33703
threshold=4.0650000000000004 3.4850000000000008 0.26550368550368558 7.455000000000001 3.0333333333333337 -1.9689999999999996 3.4722222222222228
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=-0.00093642781053768242 0.0028676598476537161 0.015913343572812596 0.0066025613007083738 -0.0034588746798520612 -0.0065545165535396159 -0.0043287896257611889 0.01232719857004615
leaf_weight=2755.2226412594318 1021.2836616635323 3.7811031341552725 102.91859608888626 5.5757719576358786 26.33897677063942 577.01322540640831 45.041175931692123
leaf_count=8292 2806 13 306 15 72 1978 122
internal_value=-0.000230564 -0.00126147 -0.000664948 0.0029975 0.00263075 -0.00419696 0.0105878
internal_weight=4537.18 3438.94 2858.14 1098.24 1047.62 580.794 50.6169
internal_count=13604 10589 8598 3015 2878 1991 137
is_linear=0
shrinkage=0.0168881


Tree=151
num_leaves=8
num_cat=0
split_feature=86 41 12 20 136 28 31
split_gain=15.3812 11.6208 9.96589 6.23695 6.10285 5.76413 3.08473
threshold=3.0956959706959712 1.8750000000000002 1.0000000180025095e-35 1.0000000180025095e-35 3.6500000000000008 2.5857142857142863 0.10647017788629226
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=-0.0010431274436227046 -0.018306360716858074 0.00087138614848809501 0.0022409916036996496 -0.00079039816912668097 0.0024544426283711765 -0.0029879888026542903 -0.0066561707133405536
leaf_weight=325.14384225010872 8.1147938370704633 1042.6850044429302 1390.6784733831882 1685.2668953537941 66.022377640008926 348.18511363863945 32.297132641077042
leaf_count=891 23 2918 3795 4712 187 986 92
internal_value=0.000227003 0.000529698 0.00161865 -0.000155218 -0.0027317 -0.00212044 -0.00899625
internal_weight=4898.39 4443.77 1715.82 2727.95 454.619 414.207 40.4119
internal_count=13604 12316 4686 7630 1288 1173 115
is_linear=0
shrinkage=0.0168881


Tree=152
num_leaves=8
num_cat=0
split_feature=42 95 95 95 6 42 85
split_gain=62.8475 27.9442 19.4334 14.4611 11.275 9.98283 8.19482
threshold=3.6350000000000002 4.3499999999999988 -15.749999999999996 -1.5000000000000002 1491.7635765753628 5.7150000000000007 -0.1337002341920375
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=0.01166134598538658 0.0068013252600317951 0.0036671100661097968 0.0020406693860275109 -0.0029212916845103918 -0.0015224284541046731 -0.0067702193960356132 -0.003776213137313559
leaf_weight=61.698916405439377 65.518673896789551 48.792508184909821 2035.3956552445889 841.65374812483788 159.15591852366924 249.08986292779446 311.43193627893925
leaf_count=180 249 175 6736 3372 606 1165 1121
internal_value=-1.74452e-05 0.00157732 0.00232373 -0.00299663 0.000904806 -0.00380028 -0.00276794
internal_weight=3772.74 2457.32 2097.09 1315.42 224.675 1090.74 360.224
internal_count=13604 8212 6916 5392 855 4537 1296
is_linear=0
shrinkage=0.0168881


Tree=153
num_leaves=8
num_cat=0
split_feature=36 47 95 146 52 99 4
split_gain=55.1469 24.3368 19.8499 14.2316 12.8812 7.9848 4.67412
threshold=2.8050000000000002 1.3750000000000002 -7.4999999999999973 0.0023500000000000001 2.2150000000000003 0.73205128205128212 1404.5571874513419
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=-0.012570789926618281 0.0034179430015968981 -0.0015400091652627672 -0.0015226972825550381 0.0031586385029819786 0.0018213906376571471 0.0075845637324057566 -0.0044998051246968786
leaf_weight=21.446401387453079 336.3061295747757 436.57553377747536 1542.988333016634 210.47782748937607 1273.8526714742184 215.10376241803169 448.89814104139805
leaf_count=71 923 1285 4810 645 3627 588 1507
internal_value=0.000101332 0.00195806 -0.00178714 -0.000960757 0.000963401 0.00504338 -0.00486788
internal_weight=4485.65 2261.84 2223.81 1753.47 1710.43 551.41 470.345
internal_count=13456 6423 7033 5455 4912 1511 1578
is_linear=0
shrinkage=0.0168881


Tree=154
num_leaves=8
num_cat=0
split_feature=49 54 86 102 84 78 146
split_gain=15.8371 8.71287 9.25161 8.04813 9.09481 8.16484 4.58004
threshold=3.3850000000000002 1.5850000000000002 3.0956959706959712 0.90550000000000008 0.024356060606060551 1.0000000180025095e-35 0.026750000000000006
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=1.2110190008148798e-05 0.02494482335720722 -0.0035434407922717058 -0.0027034797160816969 0.00046377743928744742 -0.011782809062419519 0.0028972534069164431 -0.014696574433960524
leaf_weight=3346.2454994022846 4.8269119858741751 144.44132363796234 400.64932072162628 280.19323533773422 18.432731211185455 638.35204172134399 11.326333761215208
leaf_count=9309 13 435 1133 758 50 1722 36
internal_value=3.33794e-05 -0.000440963 -0.000278257 0.00199899 -0.000292072 0.00306276 -0.0043546
internal_weight=4844.47 3902.66 3746.89 941.805 298.626 643.179 155.768
internal_count=13456 10913 10442 2543 808 1735 471
is_linear=0
shrinkage=0.0168881


Tree=155
num_leaves=8
num_cat=0
split_feature=34 95 34 7 7 21 114
split_gain=80.8848 22.8988 14.7315 10.0087 9.63318 8.38324 6.30469
threshold=2.0250000000000004 -1.5000000000000002 3.9950000000000006 -24.293475129000623 -50.072349051902044 0.4642857142857143 2.4500000000000006
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=0.024381417484273492 0.0015905992111392153 0.0029421232165001451 0.0067796942855974833 -0.0036099012005808679 0.00080607688848621524 -0.0049442798358615651 0.0067382312123197199
leaf_weight=5.0024823546409598 1318.4166477620602 69.460304260253906 272.79284766316414 1555.606523707509 416.94971536099911 18.577234506607056 71.545799672603607
leaf_count=16 4379 256 781 6235 1498 54 237
internal_value=-0.000165292 -0.00241966 0.00257938 -0.00332983 0.00108565 0.00603211 0.00185558
internal_weight=3728.35 2047.02 1681.33 1625.07 421.952 291.37 1389.96
internal_count=13456 8005 5451 6491 1514 835 4616
is_linear=0
shrinkage=0.0168881


Tree=156
num_leaves=8
num_cat=0
split_feature=34 41 34 85 0 141 105
split_gain=61.0431 17.9321 13.747 13.3271 10.6903 8.01511 4.94493
threshold=1.8950000000000002 2.2950000000000004 3.9450000000000007 0.25519181585677758 1599.7460954755286 -2.2644999999999995 1.3340000000000003
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=0.00088059129958641688 -0.0019863847612413463 -0.013527679689168666 -0.0069331545305019561 0.0071418354975073791 0.0026626079917598908 0.005201881512898892 -6.487379591270895e-05
leaf_weight=1927.0979504585266 1614.8461831510067 6.6130866706371298 201.54897594451904 102.09483942389488 154.56907737255096 442.25064373016357 35.11271807551384
leaf_count=5526 5092 18 731 288 479 1196 126
internal_value=9.84321e-05 0.00187132 -0.00209156 0.00119563 -0.00158025 0.00492588 -0.00591423
internal_weight=4484.13 2478.06 2006.08 2029.19 1769.42 448.864 236.662
internal_count=13456 7028 6428 5814 5571 1214 857
is_linear=0
shrinkage=0.0168881


Tree=157
num_leaves=8
num_cat=0
split_feature=41 28 86 115 37 8 100
split_gain=15.0267 10.7433 8.02561 7.60587 7.19532 6.4682 5.41668
threshold=1.8750000000000002 3.9500000000000006 3.1801948051948057 1.2250000000000003 0.15066687113135027 0.30952380952380959 0.22500000000000003
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=-0.01355154731938245 0.00016928519918887089 0.011516115996237437 0.014665208611007981 -0.0017498705222508807 0.0025706495720367417 -0.00035915958679066273 -0.0038010333562537675
leaf_weight=7.9587729573249808 1909.7985413968563 13.294762343168257 4.6089690625667563 851.58279651403427 978.50978803634644 814.65503168106079 263.43043112754822
leaf_count=23 5353 36 13 2378 2668 2233 752
internal_value=3.45733e-05 0.00125001 -0.000693383 -0.000422555 0.00244055 -0.00016844 -0.0034834
internal_weight=4843.84 1814.42 3029.42 2761.38 986.469 827.95 268.039
internal_count=13456 4960 8496 7731 2691 2269 765
is_linear=0
shrinkage=0.0168881


Tree=158
num_leaves=8
num_cat=0
split_feature=42 39 2 42 2 29 142
split_gain=74.2932 22.4182 14.4137 11.2223 13.0415 8.74075 6.93027
threshold=3.5250000000000004 0.39290310382250476 -165.16319051344996 4.8350000000000009 -10.276498471509624 2.183333333333334 -2.1259999999999999
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=0.0063179416568814577 -0.0051580673375438389 -0.0044060433294396337 -0.0001333867072172461 0.015386912127061784 -0.00077331486876791166 0.0041040084779999904 -0.0054189422485658983
leaf_weight=106.99831202626228 276.46126030385494 35.828392744064331 1284.8996289521456 4.6075404584407798 644.49132233858109 875.78398314118385 497.57528845965862
leaf_count=351 1065 111 4467 20 2516 2716 2210
internal_value=-0.000163384 0.00171085 0.000362525 -0.00319707 -0.0020896 0.00376952 -0.00522799
internal_weight=3726.65 2303.51 1391.9 1423.14 920.953 911.612 502.183
internal_count=13456 7645 4818 5811 3581 2827 2230
is_linear=0
shrinkage=0.0168881


Tree=159
num_leaves=8
num_cat=0
split_feature=36 95 65 85 2 141 120
split_gain=51.7972 19.2765 18.1704 14.368 12.0507 9.96139 6.89157
threshold=2.8050000000000002 -7.4999999999999973 1.0000000180025095e-35 -0.34582417582417579 63.174013451796561 -0.82699999999999985 2.1550000000000002
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=-0.0052427643178305245 -0.0082361309405986124 -0.0015247769697933377 -0.0022719925348123763 0.0045224356172993158 0.0023415995255893552 0.0014395981656844556 0.0043145905974830727
leaf_weight=445.63254581391811 26.096637070178986 1478.6202760636806 245.82229208946228 711.05065089464188 272.24460488557816 1280.5503672063351 22.607008308172226
leaf_count=1504 73 4639 711 1957 816 3682 74
internal_value=9.58828e-05 -0.00173757 0.00189337 0.00407072 -0.000923574 0.00084183 -0.00478127
internal_weight=4482.62 2219.1 2263.52 737.147 1750.86 1526.37 468.24
internal_count=13456 7033 6423 2030 5455 4393 1578
is_linear=0
shrinkage=0.0168881


Tree=160
num_leaves=8
num_cat=0
split_feature=49 147 29 39 2 6 11
split_gain=14.9722 8.23627 8.01804 7.83555 7.82443 9.73151 6.64889
threshold=3.3850000000000002 0.42304096869314262 3.8819444444444451 0.51644705678886116 27.205345753187888 1488.4729856722743 0.55238095238095253
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=0.0015258245923923013 -0.00054505861738901834 0.00027383688521725482 -0.0015177325684843702 -0.0040904552815436051 0.0034733565788529559 -0.0026800290471293382 0.0038559137565605558
leaf_weight=791.73503121733665 120.94178035855293 1144.6537873148918 1886.8902839422226 77.810334771871567 120.6535373032093 186.7734571993351 513.85296377539635
leaf_count=2199 326 3213 5282 219 326 506 1385
internal_value=3.57947e-05 -0.000425664 -0.000841262 0.00102323 0.0019464 -0.000264976 0.0030174
internal_weight=4843.31 3901.09 3031.54 869.545 942.222 307.427 634.795
internal_count=13456 10913 8495 2418 2543 832 1711
is_linear=0
shrinkage=0.0168881


Tree=161
num_leaves=8
num_cat=0
split_feature=36 39 123 29 42 29 115
split_gain=72.443 28.2119 16.8103 8.52953 5.73101 5.96916 3.54358
threshold=3.4450000000000007 0.39290310382250476 1.9750000000000003 2.183333333333334 8.0750000000000011 8.0500000000000025 0.29150000000000004
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=-0.00040971232582135813 -0.0037048978422462809 -0.0043766151482251062 0.0058270035070633773 0.0040346508659542405 0.00021310074635677123 0.020498776202866036 -0.010115474058147477
leaf_weight=1652.0270232111216 950.46780490875244 35.784278482198715 133.19965793192387 877.42750558257103 11.178373262286184 2.9145033359527579 61.960715860128403
leaf_count=5854 3942 111 455 2716 56 12 310
internal_value=-0.000161934 0.00129066 5.56096e-05 0.00370503 -0.00398043 -0.00363088 -0.00853655
internal_weight=3724.96 2698.44 1785.23 913.212 1026.52 953.382 73.1391
internal_count=13456 9136 6309 2827 4320 3954 366
is_linear=0
shrinkage=0.0168881


Tree=162
num_leaves=8
num_cat=0
split_feature=40 95 36 40 141 95 93
split_gain=53.0864 21.2568 16.6185 12.2736 11.6471 9.5629 5.42727
threshold=2.4850000000000008 5.2499999999999991 6.3750000000000009 3.2650000000000001 -0.59749999999999981 20.250000000000004 14.550000000000002
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=-0.00020388447755576272 -0.0040086295707983076 0.0033455204745917351 0.0051647108023307985 -0.0052622749366372356 -0.00021883686747600981 0.014395221615727257 -0.002354778768144565
leaf_weight=1558.6405831575394 314.47252258658409 801.81482464075089 183.84681615233421 417.62886054813862 874.41104307770729 22.979947924613953 326.14871892333031
leaf_count=4513 976 2230 493 1446 2701 63 1088
internal_value=-0.000171701 0.00141981 0.000362533 -0.00228582 -0.0012213 0.00365341 -0.00398736
internal_weight=4499.94 2567.28 1742.49 1932.66 1188.88 824.795 743.778
internal_count=13510 7299 5006 6211 3677 2293 2534
is_linear=0
shrinkage=0.0168881


Tree=163
num_leaves=8
num_cat=0
split_feature=41 120 9 30 115 86 120
split_gain=18.8968 9.07088 9.73411 6.23178 6.0213 8.45315 6.37848
threshold=1.905 2.0500000000000003 1.8619047619047622 0.30962916139907287 1.2250000000000003 3.238859180035651 0.95000000000000007
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=0.0021195337456737726 1.3525452238606101e-05 -0.0049294248364976272 -0.00093719624316277925 0.0045163983966157138 -0.0054212368323603806 -0.0038469585622826455 -0.0014149240901888509
leaf_weight=1587.2395914196968 1751.364151597023 102.88261446356773 365.55021303892136 24.700652956962585 134.5685131251812 178.23192006349564 718.80131778120995
leaf_count=4331 4919 286 1004 69 377 510 2014
internal_value=4.4703e-05 0.00126227 0.00154732 -0.00310048 -0.000865468 -0.000343045 -0.00204671
internal_weight=4863.34 2080.37 1952.79 127.583 2782.97 1929.6 853.37
internal_count=13510 5690 5335 355 7820 5429 2391
is_linear=0
shrinkage=0.0168881


Tree=164
num_leaves=8
num_cat=0
split_feature=34 36 42 0 23 126 0
split_gain=69.8788 17.746 15.4311 14.2454 10.7189 10.2493 5.8025
threshold=2.0250000000000004 4.4750000000000005 2.6750000000000003 1355.3216448202309 3.6904761904761911 1.7320000000000002 1302.4531515750596
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=0.010275321820070453 0.0033609649757862727 0.052814840136713281 0.0019431549909360618 -0.0012446544909204182 0.0082649779845106672 -0.0028333062765160252 -0.0046314739886438748
leaf_weight=31.258538812398911 765.81067761778831 0.50164735317230125 603.2614181637764 1485.8362965881824 152.43205681443214 162.6772580742836 537.23448948562145
leaf_count=111 2359 2 2072 5570 464 548 2384
internal_value=0.000148492 -0.00194168 0.00269867 -0.00100728 0.00417508 0.000928653 -0.00457781
internal_weight=3739.01 2054.83 1684.18 1517.09 918.243 765.939 537.736
internal_count=13510 8067 5443 5681 2823 2620 2386
is_linear=0
shrinkage=0.0168881


Tree=165
num_leaves=8
num_cat=0
split_feature=36 95 35 7 95 6 53
split_gain=42.2576 19.477 14.6442 13.2958 11.7889 4.83363 4.58097
threshold=3.4450000000000007 -8.2499999999999964 6.3450000000000006 2.1457636677093892 7.4999999999999991 1513.3937825165324 1.3950000000000002
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=-0.0031028390756459362 0.0006894045483785391 -0.0017156260180631344 0.017522956948598744 0.00084718034521776453 0.0039613485670107239 -0.0067612844675097915 0.007147369913641035
leaf_weight=229.13380216062069 1027.2027391791344 1624.2331199944019 14.821988493204115 895.7642405629158 452.40469551086426 187.17293286323547 67.112653434276581
leaf_count=755 2878 5078 40 2686 1243 649 181
internal_value=-0.000169953 -0.0013637 0.00207473 -0.000804635 0.00168985 -0.00474775 0.00902466
internal_weight=4497.85 2936.3 1561.54 2520 1479.61 416.307 81.9346
internal_count=13510 9168 4342 7764 4121 1404 221
is_linear=0
shrinkage=0.0168881


Tree=166
num_leaves=8
num_cat=0
split_feature=41 77 7 45 143 115 142
split_gain=18.3599 8.80373 9.60979 9.55661 6.42427 5.98863 2.32475
threshold=1.905 1.8619047619047622 2.1457636677093892 1.3450000000000004 2.4835000000000007 1.2250000000000003 -1.5379999999999996
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=0.0029022760927863872 -0.00026591974711355829 -0.0016560633773585814 0.00033947246349619553 0.010514251083006451 -0.016515016820634623 -0.0019707902580658912 -0.003812114164618349
leaf_weight=945.83194452524185 1917.9468983113766 368.71214732527733 746.81592303514481 19.3680060505867 9.873841196298601 847.23913934826851 7.0479031801223746
leaf_count=2578 5397 1015 2045 52 28 2375 20
internal_value=4.56231e-05 0.00124555 0.00177155 -0.00104861 -0.000851787 -0.000788293 -0.0112258
internal_weight=4862.84 2080.73 1692.65 388.08 2782.11 2765.19 16.9217
internal_count=13510 5690 4623 1067 7820 7772 48
is_linear=0
shrinkage=0.0168881


Tree=167
num_leaves=8
num_cat=0
split_feature=34 5 39 85 34 31 27
split_gain=67.7511 16.6112 15.8181 14.9078 14.4013 11.043 6.65119
threshold=2.0250000000000004 1475.1452102222786 0.23135790152347971 -0.34020373514431235 3.2950000000000004 0.12092343140730231 0.61866071428571445
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=-0.011245454175495943 0.0047680744311545406 0.0055841712331706709 0.011061908216447494 -0.002453677334238129 0.0059396372718182461 0.00083907564964404418 4.3810575302947597e-05
leaf_weight=11.158144056797026 259.51500704884529 68.139872148633003 48.331834882497787 1924.0738656371832 409.6138089299202 954.32435590028763 62.970382511615753
leaf_count=45 879 256 171 7595 1200 3182 182
internal_value=0.000145138 -0.00191615 0.00687742 -0.00217875 0.00265291 0.0016791 0.00515409
internal_weight=3738.13 2051.7 59.49 1992.21 1686.42 1213.84 472.584
internal_count=13510 8067 216 7851 5443 4061 1382
is_linear=0
shrinkage=0.0168881


Tree=168
num_leaves=8
num_cat=0
split_feature=34 48 34 38 29 99 2
split_gain=48.4128 14.3057 13.1295 9.27486 8.4011 7.11954 6.05055
threshold=1.8450000000000004 2.1050000000000004 2.6550000000000007 0.19639689397763335 5.5857142857142863 0.73508771929824568 33.108508537928181
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=0.0053958163361214114 -0.0015358287553347168 0.0024666190768218516 -0.004209046717062302 0.00049498792865981984 0.0024523359308464884 0.00661346701980591 0.0015823415852929106
leaf_weight=117.49657380580902 1172.0965937077999 319.44193401932716 712.59588748216629 1758.6626762151718 172.85771888494492 187.35401770472527 55.44842591881752
leaf_count=315 3619 875 2440 5038 530 511 182
internal_value=-0.000168198 0.00148202 -0.00202926 0.000801921 -0.00102324 0.00399969 -0.00379091
internal_weight=4495.95 2382.96 2113 1876.16 1344.95 506.796 768.044
internal_count=13510 6739 6771 5353 4149 1386 2622
is_linear=0
shrinkage=0.0168881


Tree=169
num_leaves=8
num_cat=0
split_feature=47 86 126 115 86 36 143
split_gain=15.3194 8.20512 8.68564 7.06905 9.09453 6.09148 4.1587
threshold=1.885 3.0919661733615227 1.7890000000000004 1.2250000000000003 3.0956959706959712 11.325000000000001 0.19300000000000003
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=0.00037586815325077298 0.0015821889641602482 -0.0021364358505442846 0.0067543759350625638 -0.0014951282745777935 -0.0025560133320496991 -0.016322804899208537 -0.016170742649379198
leaf_weight=2408.7474121749401 902.24445226788521 15.406115680933 103.19706416130066 1069.9710999727249 344.96801733970642 7.9609847962856284 9.8913820087909681
leaf_count=6730 2435 42 278 2991 982 25 27
internal_value=4.63859e-05 0.00187405 0.00211308 -0.000445263 8.57154e-06 -0.00160466 -0.00762495
internal_weight=4862.39 1030.74 1005.44 3831.65 2753.72 1077.93 25.2975
internal_count=13510 2782 2713 10728 7712 3016 69
is_linear=0
shrinkage=0.0168881


Tree=170
num_leaves=8
num_cat=0
split_feature=34 36 5 36 42 8 0
split_gain=65.8509 17.2129 16.1612 14.8998 10.2746 6.69833 5.53835
threshold=2.0250000000000004 4.4750000000000005 1475.1452102222786 1.2050000000000003 2.9750000000000005 1.4833333333333336 1302.4531515750596
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=0.0080354876915825404 0.012476113617766552 0.050801325307565079 -0.0013112152366808387 0.0030892193478275925 4.9413313542983375e-05 -0.00069544674063317063 -0.00455198928131128
leaf_weight=54.739778622984886 59.887904077768326 0.51572579145431419 1459.6847202777863 1181.5260455608368 433.499441832304 13.488367885351179 533.98640997707844
leaf_count=195 163 2 5486 3735 1508 37 2384
internal_value=0.000141984 -0.00189297 -0.000973356 0.00261148 0.0022733 0.0100545 -0.00449851
internal_weight=3737.33 2048.93 1514.42 1688.4 1615.03 73.3763 534.502
internal_count=13510 8067 5681 5443 5243 200 2386
is_linear=0
shrinkage=0.0168881


Tree=171
num_leaves=8
num_cat=0
split_feature=36 95 47 85 47 9 2
split_gain=58.1523 29.054 14.3893 11.499 10.6219 6.97635 5.81322
threshold=3.8950000000000005 -7.4999999999999973 1.7150000000000001 0.23268065268065263 1.3250000000000004 1.1547619047619049 -234.82057761286487
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=-0.010072715424405111 0.0052310251232267216 0.00027864406938675788 -0.0022466086529551402 0.00423710318517336 0.0015376061585436005 0.014288796306406016 -0.0043392606404018741
leaf_weight=56.264147385954857 303.41598832607269 1729.2195671498775 1025.0622937381268 39.899925172328949 828.55786216259003 38.903206825256348 487.6645975112915
leaf_count=206 819 5207 3191 109 2293 106 1613
internal_value=-0.000203532 -0.00136557 -0.000661172 0.00296189 0.00252762 0.00919972 -0.00493238
internal_weight=4508.99 3298.21 2754.28 1210.78 1131.97 78.8031 543.929
internal_count=13544 10217 8398 3327 3112 215 1819
is_linear=0
shrinkage=0.0168881


Tree=172
num_leaves=8
num_cat=0
split_feature=47 54 126 37 26 47 30
split_gain=15.519 8.75853 6.6841 6.31925 7.74667 5.43833 4.73957
threshold=1.7250000000000003 1.5950000000000004 2.2110000000000007 0.54161057916241362 0.64645833333333347 1.9350000000000003 0.17358241505968777
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=-0.0001005091312546811 0.0016917006271944305 -0.0088237459343864424 -0.0026447424595657022 0.000313104344179815 0.016603819412410806 -0.0066313803058514363 -0.002319000741551704
leaf_weight=2764.6707216501236 1482.9847091138363 50.873624831438065 329.62080946564674 103.64580541849136 10.002927690744398 46.629151463508606 85.917983025312424
leaf_count=7741 4018 155 927 287 27 128 261
internal_value=0.000123142 -0.000556424 -0.000371543 0.00145936 0.00179163 -0.00184156 -0.00473834
internal_weight=4874.35 3231.08 3094.29 1643.26 1492.99 150.275 136.792
internal_count=13544 9084 8668 4460 4045 415 416
is_linear=0
shrinkage=0.0168881


Tree=173
num_leaves=8
num_cat=0
split_feature=39 39 0 37 56 146 85
split_gain=56.4887 19.4896 14.5246 10.3847 8.56187 8.50983 5.87573
threshold=0.35989349187727365 0.23283932638866436 1355.3216448202309 0.15827055391044978 1.4550000000000003 0.0053500000000000015 0.039452054794520457
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=-0.0026846409393989769 0.0091710914422236684 0.0086215404923908005 -0.00049311540080706963 -0.0029761056697849174 0.0030964271167667297 -0.0078777616700129605 -0.0063707158021279291
leaf_weight=760.60950140655041 112.13317900896072 51.420789331197739 1646.7833275645971 71.216185331344604 943.27606543898582 9.0202605426311475 147.22614692151546
leaf_count=3214 312 172 5987 230 2982 25 622
internal_value=8.48447e-05 -0.00128496 -0.000217112 0.00322824 0.00267012 0.00790153 -0.00328245
internal_weight=3741.69 2606.04 1698.2 1135.65 1014.49 121.153 907.836
internal_count=13544 9995 6159 3549 3212 337 3836
is_linear=0
shrinkage=0.0168881


Tree=174
num_leaves=8
num_cat=0
split_feature=36 95 49 85 35 9 37
split_gain=56.2617 28.429 16.2895 11.1883 9.72606 6.79167 5.76237
threshold=3.8950000000000005 -7.4999999999999973 2.9150000000000005 0.23268065268065263 6.6550000000000011 1.1547619047619049 0.15827055391044978
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=-0.010706803820215731 0.00209167365004451 0.00030078190916729979 -0.0024258522204728527 0.0041640269395506503 0.0087486377582003307 0.014075571826616586 -0.0043589186849287472
leaf_weight=44.430651187896729 1065.9268110394478 1794.1018584519625 958.89991015195847 39.928463160991669 66.504472017288208 38.972611337900162 498.02085500955582
leaf_count=171 2932 5409 2989 109 180 106 1648
internal_value=-0.000201199 -0.00134521 -0.000648925 0.00291109 0.00248264 0.0090601 -0.00487891
internal_weight=4506.79 3295.45 2753 1211.33 1132.43 78.9011 542.452
internal_count=13544 10217 8398 3327 3112 215 1819
is_linear=0
shrinkage=0.0168881


Tree=175
num_leaves=8
num_cat=0
split_feature=86 41 6 35 53 30 79
split_gain=17.8601 13.7528 8.93859 8.87518 7.16913 8.92114 7.54819
threshold=3.0956959706959712 1.9950000000000003 1485.4019448258121 4.205000000000001 2.1850000000000005 0.13655788655788653 2.9725649350649355
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=0.0013564949140556508 -0.01012539459979152 -0.0031095708752663554 -9.5652681813997999e-05 -0.0088114057703304379 -0.0038880564405396928 -0.0030539131033967583 0.0031846182530971476
leaf_weight=2521.6535024046898 66.729190677404404 343.67898619174957 1530.5015352070332 24.723007768392563 86.189134001731873 214.33397471904755 85.956240266561508
leaf_count=6893 191 976 4312 74 240 618 240
internal_value=0.000122279 0.000449626 -0.000648345 0.00125776 -0.00307058 -0.0047329 -0.000356362
internal_weight=4873.77 4420.56 1874.18 2546.38 453.209 281.063 172.145
internal_count=13544 12255 5288 6967 1289 809 480
is_linear=0
shrinkage=0.0168881


Tree=176
num_leaves=8
num_cat=0
split_feature=36 95 39 36 95 6 85
split_gain=56.4629 29.8431 20.663 8.86004 6.13649 11.7057 6.34141
threshold=3.4450000000000007 -6.7499999999999973 0.35621775695810454 1.1650000000000003 -1.499999999999998 1491.1335908419542 -0.65214285714285702
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=0.010120867451616897 0.006064599382082171 -0.00082795190568378562 0.0025957058853040187 0.0039663960953338498 0.014585191102336321 -0.0032939661863217945 -0.0040181716937527489
leaf_weight=77.259536266326904 54.542628586292267 1348.4386409819126 801.69843313097954 489.10969123244286 5.2579898685216895 126.5909747928381 837.74451221525669
leaf_count=232 216 4877 2554 1521 21 501 3622
internal_value=8.30817e-05 0.00135707 0.000448579 0.00480599 -0.00329614 -0.000475792 -0.00390211
internal_weight=3740.64 2716.51 2150.14 566.369 1024.14 181.134 843.003
internal_count=13544 9184 7431 1753 4360 717 3643
is_linear=0
shrinkage=0.0168881


Tree=177
num_leaves=8
num_cat=0
split_feature=40 41 96 37 54 109 114
split_gain=54.6085 20.3123 13.547 9.48188 9.12697 7.6682 2.9394
threshold=2.6350000000000002 2.2050000000000005 2.5000000000000004 0.15827055391044978 1.6050000000000002 1.0000000180025095e-35 0.55000000000000016
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=-0.0014199455003727059 -0.002934230436133427 0.0028786878814359915 0.0013530983586734116 -0.00072095756700827783 0.00815987889327747 -0.003259772444227173 -0.010175359223653349
leaf_weight=761.57597035169601 21.686476573348045 554.68622925877571 1476.6919615268707 512.52692356705666 112.22146883606911 1004.1288230717182 60.967968598008156
leaf_count=2236 82 1517 4250 1659 305 3264 231
internal_value=-0.000199263 0.00118038 0.000409553 -0.00270543 0.0037674 -0.00240184 -0.00827578
internal_weight=4504.49 2905.18 2238.27 1599.31 666.908 1516.66 82.6544
internal_count=13544 8308 6486 5236 1822 4923 313
is_linear=0
shrinkage=0.0168881


Tree=178
num_leaves=8
num_cat=0
split_feature=86 35 143 53 30 79 36
split_gain=17.4067 13.2137 8.11012 7.00355 8.76626 7.38246 5.20162
threshold=3.0956959706959712 3.1250000000000004 -1.0574999999999999 2.1850000000000005 0.13655788655788653 2.9725649350649355 1.1650000000000003
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=0.0044876189696970957 -0.010031381506011091 -0.0064255905600425186 0.00099365445399286095 -0.0038454602156493701 -0.0030129637895441471 0.0031495896902443829 -0.00043057478759444363
leaf_weight=207.54291731119156 66.538256466388702 42.151648730039597 2177.2793507874012 86.115539699792862 214.09580296278 86.007455706596375 1993.4750315546989
leaf_count=567 191 127 5947 240 618 240 5614
internal_value=0.000121639 0.000444666 0.00129773 -0.00303215 -0.00467712 -0.00034999 -0.000554726
internal_weight=4873.21 4420.45 2384.82 452.757 280.634 172.123 2035.63
internal_count=13544 12255 6514 1289 809 480 5741
is_linear=0
shrinkage=0.0168881


Tree=179
num_leaves=8
num_cat=0
split_feature=36 37 97 96 85 3 40
split_gain=54.9553 19.1414 16.5754 10.494 5.26983 6.45806 5.86012
threshold=3.4450000000000007 0.25870791923777892 4.5000000000000009 2.5000000000000004 -0.36222222222222217 1445.5487663368617 1.7950000000000002
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=0.0067988667049788251 -0.014312303810771736 -0.00041591855567146531 0.0026121228289908288 0.0018189535538042439 -0.0051479928957691113 0.0085468727274069685 -0.0024616931249311341
leaf_weight=248.93503585457802 4.2784416079521206 1427.7277931272984 807.0188757032156 234.29432320594788 365.8588447868824 19.99440860748291 631.38306793570518
leaf_count=726 17 5070 2696 692 1692 81 2570
internal_value=8.15033e-05 0.00133661 0.000677567 0.0043844 -0.00325799 0.0045165 -0.00344724
internal_weight=3739.49 2717.98 2234.75 483.229 1021.51 24.2729 997.242
internal_count=13544 9184 7766 1418 4360 98 4262
is_linear=0
shrinkage=0.0168881


Tree=180
num_leaves=8
num_cat=0
split_feature=36 96 34 111 55 54 54
split_gain=47.4302 19.529 18.333 13.1734 9.12558 7.98529 6.98845
threshold=2.9650000000000003 2.5000000000000004 1.2150000000000001 1.6500000000000001 1.2750000000000001 1.6050000000000002 1.7350000000000001
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=-0.0015410655197146926 0.0046264724779887757 0.00235672520786774 0.00104539778985722 -0.0054178139433657723 -0.00096692195489800565 0.0099686292170330475 0.012836521031342106
leaf_weight=537.50455005466938 336.66395226120949 298.64465242624283 1680.1895510554314 467.39904482662678 1116.2514071166515 29.098821252584457 32.422028452157974
leaf_count=1691 901 883 4782 1555 3551 79 89
internal_value=6.31832e-05 -0.00154399 0.00193438 -0.00334424 -0.000265376 0.00119732 0.00534775
internal_weight=4498.17 2419.8 2078.37 1004.9 1414.9 1709.29 369.086
internal_count=13531 7680 5851 3246 4434 4861 990
is_linear=0
shrinkage=0.0168881


Tree=181
num_leaves=8
num_cat=0
split_feature=86 80 49 130 55 50 13
split_gain=12.8738 9.96691 8.95866 7.00837 6.49067 7.77978 3.98838
threshold=3.0790020790020796 0.08149201090889617 4.2950000000000008 1.7320000000000002 1.8450000000000004 1.2950000000000002 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=-0.00039506356302334314 -2.4347065128222374e-05 0.0020997542609454789 0.0060066474558624679 -0.0005862820098397122 0.0035183923188820661 -0.004495459483330422 -0.015118444257637136
leaf_weight=2838.5627741515636 229.31106740236282 1130.9837961494923 63.74651038646698 366.91772419214249 4.0194498598575619 215.13873100280762 17.633704036474228
leaf_count=7924 642 3093 171 1015 12 623 51
internal_value=4.02569e-05 0.00032297 -0.000254447 0.00144178 -0.00262863 -0.00218867 -0.0116578
internal_weight=4866.31 4400.21 2902.31 1497.9 466.103 444.45 21.6532
internal_count=13531 12203 8095 4108 1328 1265 63
is_linear=0
shrinkage=0.0168881


Tree=182
num_leaves=8
num_cat=0
split_feature=42 39 112 119 40 92 9
split_gain=54.2304 18.8955 7.87556 7.72284 7.60713 7.82554 2.06409
threshold=3.6250000000000004 0.42976513239726083 0.59050000000000014 3.3665000000000007 1.3750000000000002 -0.059166666666666638 0.65476190476190488
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=0.00094428380565196449 -0.0029809825123003537 0.0035372425694239623 -0.0021189167376085951 0.01719327977383869 -0.0055468157990786549 -0.0020484604404078085 -0.011741978401860448
leaf_weight=1473.7168689668179 9.8842234462499601 655.81380081176758 285.80587500333786 12.028563648462294 221.09872941672802 1041.4446095526218 34.362625598907471
leaf_count=5077 52 1962 990 35 911 4322 182
internal_value=-0.00012858 0.0013647 0.000446703 0.00378325 -0.00290236 -0.00266112 -0.00978546
internal_weight=3734.16 2427.37 1759.52 667.842 1306.79 1262.54 44.2468
internal_count=13531 8064 6067 1997 5467 5233 234
is_linear=0
shrinkage=0.0168881


Tree=183
num_leaves=8
num_cat=0
split_feature=34 36 85 34 85 85 148
split_gain=46.0456 17.9221 14.7373 12.7043 15.2322 8.21455 5.37863
threshold=1.8950000000000002 6.4450000000000012 0.25519181585677758 4.4150000000000009 -0.3342156862745097 -0.060394088669950795 0.26528267397832622
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=0.0006687011882250246 -0.0091056833103566413 -0.00067201394422191534 0.0074498413935175367 -0.0076301272866799927 -0.001137199245724771 0.0060318809196468308 0.00032977725160914694
leaf_weight=2040.4942580163479 71.227394700050354 62.252630054950714 95.694266736507416 141.63985343277454 1735.5781388580799 320.41327500343323 29.196242123842239
leaf_count=5833 230 167 270 532 5530 860 109
internal_value=6.11251e-05 0.00157543 0.000972486 -0.00186758 -0.00145135 0.00494122 -0.00626962
internal_weight=4496.5 2518.85 2136.19 1977.64 1806.81 382.666 170.836
internal_count=13531 7130 6103 6401 5760 1027 641
is_linear=0
shrinkage=0.0168881


Tree=184
num_leaves=8
num_cat=0
split_feature=35 137 52 119 35 86 4
split_gain=13.0211 8.5859 7.55273 7.35444 7.12022 6.66861 4.08555
threshold=3.2850000000000006 7.1500000000000012 2.9150000000000005 1.7085000000000001 6.3450000000000006 3.0690476190476197 1445.5815156549359
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=0.0012277204362872635 -0.00047824048087183839 0.00045918317974504822 0.0061602606001293836 -0.0022273146370858066 -0.010953672424192321 -0.0037247091283869639 -0.0032558085651916134
leaf_weight=1597.8954926431179 1394.4322191178799 1087.042941570282 93.734139084815979 396.68489703536034 29.471034973859787 207.2888677418232 59.136645019054413
leaf_count=4374 3943 2978 261 1092 94 600 189
internal_value=4.11886e-05 0.000678611 0.00150105 -0.000259054 -0.00115622 -0.000898402 -0.00581643
internal_weight=4865.69 3175.36 1691.63 1483.73 1690.33 1601.72 88.6077
internal_count=13531 8705 4635 4070 4826 4543 283
is_linear=0
shrinkage=0.0168881


Tree=185
num_leaves=8
num_cat=0
split_feature=34 42 85 85 119 2 4
split_gain=53.6738 20.1395 14.8297 10.2319 9.38929 9.00145 6.36689
threshold=1.8450000000000004 1.9950000000000003 -0.22602006688963208 -0.41468085106382974 0.55000000000000016 -129.54424475729624 1711.9054731033075
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=0.020119649245807298 0.0063236570898625227 0.0090542291523263534 0.0029692101276844888 0.00080712551529033244 0.0020313712859290458 -0.0030849560531757973 -0.0048027792744884737
leaf_weight=8.8374244123697263 284.61399585008621 44.013972848653793 73.493986815214157 1705.2193395793438 110.87093958258629 1490.1461400389671 15.462629020214079
leaf_count=36 814 144 261 5742 430 6061 43
internal_value=-0.000127331 0.00170809 -0.00236179 0.00101465 0.00336697 -0.00280038 0.00575024
internal_weight=3732.66 2049.31 1683.35 1749.23 119.708 1563.64 300.077
internal_count=13531 6743 6788 5886 466 6322 857
is_linear=0
shrinkage=0.0168881


Tree=186
num_leaves=8
num_cat=0
split_feature=34 95 95 85 85 99 34
split_gain=44.4597 19.0838 14.0095 13.8789 10.0369 8.29948 7.45199
threshold=1.8950000000000002 3.1500000000000012 -8.2499999999999964 0.25519181585677758 -0.3342156862745097 0.6858552631578948 3.1250000000000004
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=7.0276146659826882e-06 -0.0028919922823415845 0.001752521469102929 -0.0078315109466305793 0.0071647071102233454 -0.00092254929029944902 0.0048824798142760428 -0.0079676572017941868
leaf_weight=1468.5300295054913 204.24212589859962 457.85145130753517 62.352880120277405 81.554235845804214 1570.1766544431448 511.69853901863098 138.43191497027874
leaf_count=4210 673 1268 202 229 5006 1423 520
internal_value=5.8919e-05 0.00154604 -0.00183809 0.00038363 -0.00118645 0.00340444 -0.00494251
internal_weight=4494.84 2519.63 1975.2 1550.08 1632.53 969.55 342.674
internal_count=13531 7130 6401 4439 5208 2691 1193
is_linear=0
shrinkage=0.0168881


Tree=187
num_leaves=8
num_cat=0
split_feature=35 141 9 35 35 34 7
split_gain=12.5837 7.74691 7.59614 6.92219 6.91588 6.66563 4.57274
threshold=3.2850000000000006 -2.3664999999999998 1.8166666666666669 2.9050000000000007 6.3450000000000006 1.0550000000000004 -34.810055151307658
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=-0.0016959616592518525 0.009170462909896716 0.0010517835737841991 -0.00095848083347875124 0.024503915031618351 0.0049120152817048535 -0.00099977095214250967 -0.0071240287150952011
leaf_weight=4.7420339584350568 18.59523418545723 2479.7763257026672 683.96344050765038 7.3025752305984497 10.172754675149916 1582.4594410657883 78.115654677152634
leaf_count=13 55 6789 1883 20 31 4488 252
internal_value=4.22197e-05 0.000668654 0.00061718 0.014187 -0.0011354 -0.000881634 -0.00573693
internal_weight=4865.13 3175.78 3163.74 12.0446 1689.34 1601.05 88.2884
internal_count=13531 8705 8672 33 4826 4543 283
is_linear=0
shrinkage=0.0168881


Tree=188
num_leaves=8
num_cat=0
split_feature=42 39 85 91 31 85 143
split_gain=51.5984 17.849 11.9193 9.72515 8.29037 8.08753 7.96462
threshold=3.6250000000000004 0.42976513239726083 -0.85333333333333328 0.033749999999999954 0.12352614787071711 0.12880952380952385 -1.9249999999999998
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=0.014290963999596248 -0.00014552527261456482 0.0041724046257545482 0.00029537996913338901 0.021993474052689296 -0.0032536536373895951 -0.0032462899685282583 -0.0066256742099941391
leaf_weight=17.529713302850723 368.3446678519249 624.55735969543457 1742.6338734030724 2.8116680383682242 729.6073854714632 44.921463131904602 200.72978140413761
leaf_count=59 1553 1862 6008 12 3061 135 841
internal_value=-0.000126037 0.0013275 0.00043478 -0.00283954 -0.00221095 0.00367458 -0.00623019
internal_weight=3731.14 2429.64 1760.16 1301.49 1097.95 669.479 203.541
internal_count=13531 8064 6067 5467 4614 1997 853
is_linear=0
shrinkage=0.0168881


Tree=189
num_leaves=8
num_cat=0
split_feature=36 7 47 96 8 41 64
split_gain=40.6604 14.5705 13.0666 9.51353 8.90744 6.10129 5.83882
threshold=2.9650000000000003 1.7071105454489273 1.3250000000000004 2.5000000000000004 0.20714285714285713 1.7950000000000002 1.0000000180025095e-35
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=-0.0039581846410459637 0.0044641973245403066 0.022134121491700364 -0.0015044981906688465 -0.0014061562677550928 0.00016833286440062 0.0013202321464877674 -0.01539746789076752
leaf_weight=746.84892773628235 403.55991944670677 5.3039742410182944 257.7659113407135 942.30363246798515 718.45210722088814 1416.5610591769218 4.2652747929096213
leaf_count=2469 1098 17 769 3004 2198 3982 12
internal_value=-0.000183435 -0.0016755 0.00154564 -0.00253454 0.000329348 0.000885345 0.0042564
internal_weight=4495.06 2412.91 2082.15 1689.15 723.756 1674.33 407.825
internal_count=13549 7688 5861 5473 2215 4751 1110
is_linear=0
shrinkage=0.0168881


Tree=190
num_leaves=8
num_cat=0
split_feature=86 134 49 11 48 7 127
split_gain=10.6047 9.43385 8.44863 7.68858 7.36068 6.07715 5.723
threshold=3.0956959706959712 -0.061999999999999993 4.1150000000000011 2.8166666666666669 2.7450000000000006 8.7158609618030614 1.4365000000000003
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=0.00035758582981726129 0.00011227654759748727 -0.0060258843457535426 0.0020081134582317635 0.019791274203799333 -0.0043062774752694434 -0.0006889958425735311 0.0077821781961559889
leaf_weight=3981.8074087500572 172.89447256922722 181.27404397726059 281.88912838697433 5.8540484607219687 98.910674631595612 91.622562199831009 59.254638075828552
leaf_count=11043 492 514 756 17 303 265 159
internal_value=0.000206203 -0.00225878 0.00045798 0.00075693 0.000244534 -0.00423416 0.00301111
internal_weight=4873.51 451.645 4421.86 178.749 4080.72 272.897 341.144
internal_count=13549 1288 12261 509 11346 779 915
is_linear=0
shrinkage=0.0168881


Tree=191
num_leaves=8
num_cat=0
split_feature=36 95 39 103 85 110 47
split_gain=54.6007 26.733 13.54 9.88343 7.19935 7.35019 6.55171
threshold=3.4450000000000007 -7.4999999999999973 0.35055358275819004 2.5020000000000002 -0.24520325203252033 14.050000000000002 1.135
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=0.0040527905369001204 0.00078458003667629872 -0.00076850656147705405 0.0019709731109775678 0.018127662033442522 -0.010115056506364937 0.024828810754531031 -0.00344494473952927
leaf_weight=566.60524663329124 53.02905410528183 1291.0252420157194 855.58421817421913 14.596758693456648 44.04146708548069 3.8922621905803672 908.0879887342453
leaf_count=1748 219 4688 2722 43 214 16 3899
internal_value=-4.82645e-05 0.00119332 0.000323369 0.00440633 -0.00340471 0.00242924 -0.0037535
internal_weight=3736.86 2727.81 2146.61 581.202 1009.05 56.9213 952.129
internal_count=13549 9201 7410 1791 4348 235 4113
is_linear=0
shrinkage=0.0168881


Tree=192
num_leaves=8
num_cat=0
split_feature=39 85 95 93 85 86 126
split_gain=37.6232 21.6869 17.554 7.39242 6.47913 6.36352 5.29673
threshold=0.35055358275819004 -0.29715517241379302 -1.0000000180025095e-35 17.550000000000004 0.56333333333333335 2.3011627906976746 2.3165000000000004
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=-0.010635621452216536 -0.003849221705102001 -0.0011063150964135324 0.0017442321656384483 -0.0016510791344835696 0.015984106517387624 -0.0030703567696142779 0.0041819396745723519
leaf_weight=50.533775448799133 785.13663730025291 831.92601123452187 2375.4010085761547 308.29458087682724 4.7253258228301993 85.173123478889465 51.868766814470291
leaf_count=151 2673 2520 6776 993 15 248 173
internal_value=-0.000181359 0.00072504 0.00100484 -0.00281621 -0.00373053 -0.00588766 -0.000810969
internal_weight=4493.06 3343.03 3207.33 1150.03 789.862 135.707 360.163
internal_count=13549 9695 9296 3854 2688 399 1166
is_linear=0
shrinkage=0.0168881


Tree=193
num_leaves=8
num_cat=0
split_feature=35 29 35 30 78 132 142
split_gain=9.42095 9.07604 6.41996 6.57475 6.43684 6.25613 2.6146
threshold=2.8850000000000002 6.5277777777777786 7.455000000000001 0.21760654326302192 3.2071428571428577 2.5280000000000005 1.1320000000000003
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=0.0014079299505143658 -0.0002748212727165115 -0.011852779093465458 -0.010564399909965841 0.0040433583333488437 0.007312898917359742 0.01251245650809627 -0.0018535805893618224
leaf_weight=1436.9636583924294 3313.9188081920147 18.145275145769123 32.725932329893112 12.010675668716429 32.196426928043365 14.617628663778303 12.674308478832243
leaf_count=3913 9272 50 108 40 91 40 35
internal_value=0.000204177 0.00132721 -0.00028678 -0.00664203 -0.000201804 0.00151977 -0.00774153
internal_weight=4873.25 1482.4 3390.85 44.7366 3346.12 1451.58 30.8196
internal_count=13549 4038 9511 148 9363 3953 85
is_linear=0
shrinkage=0.0168881


Tree=194
num_leaves=8
num_cat=0
split_feature=36 39 55 53 5 3 116
split_gain=53.0955 15.5926 12.1522 6.69741 5.84843 5.78517 4.84977
threshold=3.4450000000000007 0.35055358275819004 2.3450000000000002 3.3250000000000006 1486.5872465881482 1255.6057509858076 0.41650000000000004
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=-7.2689712030421421e-05 -0.0103708247663981 0.0027940610937377554 0.027319564885176662 -0.0045278599891028521 0.055151499671415624 -0.0030600153904529722 0.0023221584424803899
leaf_weight=1487.8342845588923 53.267216145992279 1200.009222984314 4.6333272010087958 36.718020290136337 0.48689764738082786 942.29142631590366 10.231270506978033
leaf_count=5331 219 3731 16 123 2 4085 42
internal_value=-4.82197e-05 0.00117436 1.23367e-05 0.00257666 -0.00336409 -0.00302991 -0.00832527
internal_weight=3735.47 2729.19 1492.47 1236.73 1006.28 942.778 63.4985
internal_count=13549 9201 5347 3854 4348 4087 261
is_linear=0
shrinkage=0.0168881


Tree=195
num_leaves=8
num_cat=0
split_feature=34 42 34 132 146 141 134
split_gain=40.7325 11.6636 10.1684 9.26271 8.25616 6.85052 4.32383
threshold=1.8950000000000002 5.995000000000001 4.3450000000000006 1.9500000000000002 0.0091500000000000019 -2.1234999999999995 0.062000000000000006
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=0.00050029062788023004 -0.0020819659575100845 -0.013009436205120028 -0.0037428249250741064 0.0015259913284533296 0.0051452494943974953 0.0042187923653362429 -0.0091850131328128741
leaf_weight=2006.3307503461838 1570.2029813677073 6.6963075399398795 105.79775542020798 233.06109523773193 115.41868159174919 385.15519654750824 68.685871332883835
leaf_count=5732 5028 18 402 747 324 1037 261
internal_value=-0.000179216 0.00124738 -0.00199234 -0.00161565 0.000752979 0.00392431 -0.0058853
internal_weight=4491.35 2513.6 1977.75 1803.26 2121.75 391.852 174.484
internal_count=13549 7111 6438 5775 6056 1055 663
is_linear=0
shrinkage=0.0168881


Tree=196
num_leaves=8
num_cat=0
split_feature=35 141 5 2 141 120 35
split_gain=9.19812 9.06833 9.82471 9.72941 6.35447 6.10824 4.3904
threshold=2.8850000000000002 -0.66199999999999992 1491.1901435952113 21.321785628146248 -2.3664999999999998 0.95000000000000007 3.3850000000000002
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=0.00062158140456543948 0.016922987775310438 0.0016830596400919267 0.0065162801973717719 -0.0016255774214710222 -0.0020822862358142345 -4.3647339880292338e-05 0.0013582188134928371
leaf_weight=149.29817396402359 10.218422234058382 783.16102287173271 175.38701525330544 374.78819835186005 490.61036705970764 2879.2259447276592 10.46656948328018
leaf_count=406 28 2131 477 1024 1365 8088 30
internal_value=0.000202013 0.00131156 0.00380583 0.000612147 -0.000283169 -0.000340458 0.00904853
internal_weight=4873.16 1482.63 324.685 1157.95 3390.52 3369.84 20.685
internal_count=13549 4038 883 3155 9511 9453 58
is_linear=0
shrinkage=0.0168881


Tree=197
num_leaves=8
num_cat=0
split_feature=42 40 97 40 134 2 47
split_gain=49.4129 12.8403 10.9152 10.5146 10.2573 8.73277 5.6009
threshold=3.5450000000000004 3.6450000000000005 3.5000000000000004 1.7850000000000004 0.023500000000000004 -9.1514672036987559 1.7550000000000001
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=-0.00065821565876627989 -0.0054892547715377571 0.0017814732866506069 0.0019783388465654046 -0.0041762509945564453 0.0064606112681279909 -0.00077702106061627689 0.012054864602039375
leaf_weight=839.15837034583092 325.44794782996178 327.49206495285034 960.32895873486996 302.82999129593372 225.73195350170135 748.01092198491096 5.2729295045137397
leaf_count=2938 1548 968 3186 1195 668 3021 25
internal_value=-4.80671e-05 0.0014406 0.000748816 -0.00258319 0.00369075 -0.00175663 -0.00520945
internal_weight=3734.27 2352.71 1799.49 1381.56 553.224 1050.84 330.721
internal_count=13549 7760 6124 5789 1636 4216 1573
is_linear=0
shrinkage=0.0168881


Tree=198
num_leaves=8
num_cat=0
split_feature=34 35 85 34 29 85 143
split_gain=30.1893 17.9973 16.9262 12.2141 9.16721 8.4832 5.13271
threshold=2.0950000000000002 4.035000000000001 0.77047619047619054 3.9950000000000006 5.8166666666666673 -0.47050505050505048 0.86900000000000011
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=0.00021489321741771498 -0.0019016208629264379 -0.017654568629455712 0.015480268289806993 -0.0037900536331405355 0.0024653350398384601 0.0040133236859536976 -0.0092585008671186488
leaf_weight=2454.3492070436478 1125.7681663930416 5.2047251462936392 20.892325848340988 138.14366473257542 156.10967549681664 515.90847781300545 75.845084995031357
leaf_count=7117 3659 14 59 519 506 1387 288
internal_value=-3.38854e-05 0.00094431 0.000343752 -0.00199331 -0.00136978 0.00379686 -0.00572838
internal_weight=4492.22 2996.35 2475.24 1495.87 1281.88 521.113 213.989
internal_count=13549 8577 7176 4972 4165 1401 807
is_linear=0
shrinkage=0.0168881


Tree=199
num_leaves=8
num_cat=0
split_feature=49 143 99 6 0 52 47
split_gain=13.4571 6.8582 5.77091 5.99132 5.63102 5.22316 4.68612
threshold=2.8650000000000007 -1.2704999999999997 0.36931818181818182 1474.3825463663277 1473.710973963791 4.2150000000000007 1.8650000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 6 5 -4 -3 -1 -2
right_child=1 4 3 -5 -6 -7 -8
leaf_value=0.0020147596917398335 0.002158258962284886 0.0023172698118948975 -0.0040009858300641228 -0.00061656373437594817 0.00027617803666520893 -0.015727855355913537 0.010118365719079491
leaf_weight=280.45909851789474 44.053367108106613 615.43262627720833 157.92509287595749 2695.8348388969898 1031.9184267818928 4.8128978312015525 40.487882792949677
leaf_count=794 121 1668 452 7583 2806 16 109
internal_value=8.44277e-05 0.00127949 -0.000574915 -0.000803864 0.00103872 0.00171532 0.00597076
internal_weight=4870.92 1731.89 3139.03 2853.76 1647.35 285.272 84.5412
internal_count=13549 4704 8845 8035 4474 810 230
is_linear=0
shrinkage=0.0168881


Tree=200
num_leaves=8
num_cat=0
split_feature=42 34 94 42 27 2 26
split_gain=46.7523 15.9837 13.7267 9.83309 6.60177 6.5862 3.39238
threshold=3.6550000000000007 3.9950000000000006 17.550000000000004 5.7150000000000007 0.60183333333333344 -28.778854164081505 0.43732142857142858
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=-0.00048667278521841287 -0.0048194434194005036 0.0063258468652193653 0.0021893698888768719 0.0042292196772581725 -1.3505876934392181e-05 -0.0013037179337346942 -0.0060433697326993897
leaf_weight=1151.8675646185875 187.28688904643059 227.89453944563866 1040.5421243458986 9.5164637863635999 58.968201458454132 806.23009662330151 248.84823231399059
leaf_count=4011 751 642 3406 46 165 3298 1230
internal_value=-6.94144e-05 0.0012739 0.000783396 -0.00272979 0.00502263 -0.00196649 -0.0056649
internal_weight=3731.15 2479.27 2192.41 1251.88 286.863 993.517 258.365
internal_count=13549 8224 7417 5325 807 4049 1276
is_linear=0
shrinkage=0.0168881


Tree=201
num_leaves=8
num_cat=0
split_feature=95 34 95 49 36 126 104
split_gain=42.1535 18.899 8.86744 8.28603 5.05714 4.99749 3.91581
threshold=-7.4999999999999973 1.5750000000000004 18.750000000000004 3.7450000000000006 1.385 2.2930000000000006 0.22950000000000004
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=-0.012772455210119639 0.0018309198144787861 6.405823989664472e-05 0.01156696149584689 -0.0026452351291323187 -0.0041761817429884652 0.001489569478926571 -0.0056030450491838663
leaf_weight=30.392288565635681 1580.4106898605824 1927.7758966684341 27.139715701341629 386.50403782725334 412.21577779948711 49.754990339279175 76.307228252291679
leaf_count=112 4394 5938 74 1222 1368 165 276
internal_value=-3.4398e-05 0.000588667 0.00199531 -0.000388406 -0.0043314 -0.00356592 -0.00764543
internal_weight=4490.5 3921.83 1607.55 2314.28 568.67 461.971 106.7
internal_count=13549 11628 4468 7160 1921 1533 388
is_linear=0
shrinkage=0.0168881


Tree=202
num_leaves=8
num_cat=0
split_feature=49 104 86 4 127 40 143
split_gain=13.0351 8.50408 7.43412 8.82618 7.24083 7.02461 6.76521
threshold=2.8650000000000007 1.0005000000000002 3.3951219512195125 1458.7006351286166 0.76400000000000012 2.8450000000000002 -0.94149999999999989
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=0.0026277260657704012 0.004876554536189787 -0.0055267658763569465 0.0028056287658491399 -0.0058172974314742451 -0.00059087233455580547 0.002587053723171859 0.0012365134910068238
leaf_weight=215.02909976243973 162.0914381146431 90.246471583843231 44.138480693101883 145.27017584443092 2733.8144716024399 45.910869270563126 1433.9540536105633
leaf_count=603 440 247 127 419 7696 125 3892
internal_value=8.45994e-05 0.00126058 -0.000564492 -0.00380774 -0.000356164 -0.00279069 0.00160621
internal_weight=4870.46 1732.2 3138.25 189.409 2948.84 136.157 1596.05
internal_count=13549 4704 8845 546 8299 372 4332
is_linear=0
shrinkage=0.0168881


Tree=203
num_leaves=8
num_cat=0
split_feature=36 95 38 55 36 95 55
split_gain=44.5549 24.712 9.48304 8.61181 6.52992 5.71037 4.25682
threshold=3.5250000000000004 -7.4999999999999973 0.19822188742665295 1.2450000000000003 10.775000000000002 1.5000000000000007 2.4650000000000003
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=0.010049811182584325 -0.0014749399449297436 0.0081940799664468739 3.6612030278053788e-05 0.0033934491754249313 -0.0096128100743388348 -0.0041714172767668917 0.012299211066981168
leaf_weight=62.022120922803879 438.01454152166843 41.428247541189194 2147.9909684658051 522.35850656032562 56.749786987900734 458.50347377359867 2.6453899890184394
leaf_count=192 1840 114 7456 1603 305 2025 14
internal_value=-6.90533e-05 0.00101453 0.00019098 0.00409996 -0.00321333 -0.00285402 -0.00863642
internal_weight=3729.71 2773.8 2189.42 584.381 955.913 896.518 59.3952
internal_count=13549 9365 7570 1795 4184 3865 319
is_linear=0
shrinkage=0.0168881


Tree=204
num_leaves=8
num_cat=0
split_feature=40 85 35 40 49 115 92
split_gain=28.8596 15.1884 14.9257 9.87295 9.79556 5.33855 2.73484
threshold=2.7050000000000005 -0.7533333333333333 4.035000000000001 4.245000000000001 2.6750000000000003 1.2915000000000003 -0.38874999999999987
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=-0.00146167436216743 0.00055694708648140138 0.00046875038690815421 0.0036032831333225827 -0.0073908825086387783 -0.0025450091890498673 -0.0021438604464653478 -0.015075487443675222
leaf_weight=5.3536350131034878 463.9663607776165 2470.8739676773548 525.39673429727554 133.07042980194092 775.87102124094963 94.663158267736435 19.748355895280838
leaf_count=16 1496 7164 1420 504 2533 358 58
internal_value=-3.49396e-05 0.000908795 0.0010184 -0.00197788 -0.00138419 -0.00520994 -0.012173
internal_weight=4488.94 3021.37 2996.27 1467.57 1239.84 227.734 25.102
internal_count=13549 8658 8584 4891 4029 862 74
is_linear=0
shrinkage=0.0168881


Tree=205
num_leaves=8
num_cat=0
split_feature=86 4 47 80 144 47 95
split_gain=10.4291 10.9979 9.20991 8.31252 7.72619 6.89226 6.09844
threshold=3.0750469043151978 1459.5745173895366 1.8950000000000002 0.032064909297052156 -0.0096499999999999971 1.9550000000000003 -8.2499999999999964
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=0.0094028288255706641 0.016221100193431776 -0.0032710303879686141 0.021633167435055861 -0.0001402895043182955 0.0016874345196322394 -0.01497312271155605 0.0011433741734966196
leaf_weight=26.232616484165192 8.2307606935501081 343.14765986800194 5.5712735652923575 3407.9886143505573 955.21924287080765 14.982838243246077 108.65133818984032
leaf_count=75 23 981 15 9532 2572 41 310
internal_value=8.45862e-05 -0.00229261 0.000341519 -6.73857e-05 0.00180312 -0.00376068 0.00220538
internal_weight=4870.02 475.013 4395.01 3434.22 960.791 358.13 116.882
internal_count=13549 1355 12194 9607 2587 1022 333
is_linear=0
shrinkage=0.0168881


Tree=206
num_leaves=8
num_cat=0
split_feature=42 95 121 55 42 85 99
split_gain=44.4828 21.4325 10.9956 10.177 9.50626 7.37811 3.68523
threshold=3.6550000000000007 -7.4999999999999973 2.2680000000000002 1.9950000000000003 5.7150000000000007 -0.23643132220795887 0.76696832579185525
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=0.0046555508973298368 0.0036409544600241152 7.2562863099111577e-05 0.0054095124628983533 -0.0065079471473218483 -0.0040795754282479365 -0.0023027111629943045 -0.0083233763883580891
leaf_weight=530.13697201013565 63.652506679296494 1809.6847049444914 117.23592233657837 24.358894288539886 166.1372289955616 927.18638609349728 89.998998507857323
leaf_count=1607 250 6165 378 74 824 3799 452
internal_value=-6.8413e-05 0.00123925 0.000397282 0.00416509 -0.0026706 -0.00192086 -0.00557083
internal_weight=3728.39 2481.42 1926.92 554.496 1246.98 990.839 256.136
internal_count=13549 8224 6543 1681 5325 4049 1276
is_linear=0
shrinkage=0.0168881


Tree=207
num_leaves=8
num_cat=0
split_feature=34 36 34 102 93 44 41
split_gain=45.0702 15.1332 11.0622 9.77073 7.95868 5.24204 5.0403
threshold=1.9850000000000001 6.1250000000000009 3.2750000000000004 0.14350000000000002 12.900000000000002 12.025000000000002 2.3250000000000006
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=-0.00093378094736674673 -0.0017732418411963114 0.0087112187706140723 -0.0052544184423765575 0.0026208573369900581 0.0012088483575548885 0.0078819021654433063 0.010135161213289098
leaf_weight=718.80617281794548 1331.963661044836 96.711091756820679 370.86170436441898 336.75393050909042 1583.9542414844036 8.8695441186428052 10.214017957448958
leaf_count=2092 4258 260 1367 905 4523 32 32
internal_value=-0.000262092 0.00108494 -0.00240262 0.00397975 0.000540016 -0.00494752 -0.0016826
internal_weight=4458.13 2736.23 1721.91 433.465 2302.76 379.731 1342.18
internal_count=13469 7780 5689 1165 6615 1399 4290
is_linear=0
shrinkage=0.0168881


Tree=208
num_leaves=8
num_cat=0
split_feature=47 86 148 120 95 53 133
split_gain=17.0831 6.87883 8.75854 6.27758 7.24098 5.66443 5.21759
threshold=1.9150000000000003 3.238859180035651 0.17399267399267399 1.2110000000000001 7.4999999999999991 3.3350000000000004 0.89450000000000018
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=0.0058701540890471124 0.0023735302921643886 -0.0090939957392876143 -0.00015516941236342865 0.0014734363933276342 -0.0056724816351327234 0.0061368812385717859 -0.0019322226865659622
leaf_weight=70.165947258472443 428.19160175323486 32.679991781711578 3552.9219017624855 295.93676316738129 46.844261676073074 155.51480692625046 258.75903508067131
leaf_count=199 1153 94 9937 798 127 416 745
internal_value=0.000248792 -0.000239267 -3.84738e-05 0.00231093 0.000496805 0.00337623 -0.00273539
internal_weight=4841.01 3914.53 3623.09 926.487 342.781 583.706 291.439
internal_count=13469 10975 10136 2494 925 1569 839
is_linear=0
shrinkage=0.0168881


Tree=209
num_leaves=8
num_cat=0
split_feature=36 95 85 35 28 132 17
split_gain=41.4397 16.8524 13.7053 12.3929 9.9533 8.77019 7.28907
threshold=2.8150000000000004 -15.749999999999996 -0.40479262672811062 2.9050000000000007 2.183333333333334 1.3875000000000002 1.0000000180025095e-35
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=-0.012181889304041557 0.0018588352402079977 -0.0003083257437599561 -0.001506799305568724 0.0023149171211431238 0.012069682205375205 0.020116572902080864 -0.0039750598068560138
leaf_weight=5.2618665099143973 19.658654302358631 877.00109711289406 970.87076063454151 1239.6775651872158 58.218755751848221 12.139386430382727 526.21593403816223
leaf_count=15 77 3022 4061 3896 166 46 2186
internal_value=-9.69039e-06 0.00148517 -0.00214135 0.00122802 0.0100591 0.00882987 -0.00237439
internal_weight=3709.04 2180.16 1528.88 2116.68 63.4806 31.798 1497.09
internal_count=13469 7099 6370 6918 181 123 6247
is_linear=0
shrinkage=0.0168881


Tree=210
num_leaves=8
num_cat=0
split_feature=34 95 85 34 29 137 17
split_gain=43.6836 19.092 12.6059 10.8953 7.70035 7.08894 5.53647
threshold=1.9850000000000001 -1.0000000180025095e-35 -0.35223443223443218 3.9950000000000006 3.7888888888888892 24.950000000000003 4.5000000000000009
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=-0.0010558175846767479 -0.003776115454827084 -0.0063645625304865356 0.0020246980540164416 -0.0066098966464421417 -0.0010937446261286825 -0.007950670463535257 0.0042332814012295567
leaf_weight=559.12231719493866 426.33130058646202 52.370024621486664 2079.1454083323479 203.73371665179729 1074.7858357429504 46.033121675252914 14.375086948275564
leaf_count=1651 1380 150 5843 779 3475 136 55
internal_value=-0.000258376 0.00106696 0.00181857 -0.00236807 -0.00185558 -0.00158034 -0.00589513
internal_weight=4455.9 2736.67 2131.52 1719.23 1501.12 605.155 218.109
internal_count=13469 7780 5993 5689 4855 1787 834
is_linear=0
shrinkage=0.0168881


Tree=211
num_leaves=8
num_cat=0
split_feature=49 3 120 86 80 117 132
split_gain=12.6046 8.11392 13.0988 7.30293 8.48261 6.2155 5.44585
threshold=3.4050000000000007 1441.3975280143418 1.2110000000000001 3.0750469043151978 0.032064909297052156 0.41650000000000004 2.0500000000000003
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=0.0090201970602461611 -0.0010080756769176896 0.0049727916967276511 0.0002191598352858519 0.0069306391261162708 8.9401142695009024e-06 -0.0026746592300900935 0.017065329267744882
leaf_weight=30.052468568086624 235.04130411148071 392.65632379055023 285.58082845807076 20.142669647932053 3456.2392449080944 416.10990840196609 4.8528417646884909
leaf_count=85 632 1055 771 57 9661 1195 13
internal_value=0.000245786 0.00202704 0.00297125 -0.000171138 8.66264e-05 -0.0022311 -0.000642348
internal_weight=4840.68 918.131 678.237 3922.54 3486.29 436.253 239.894
internal_count=13469 2471 1826 10998 9746 1252 645
is_linear=0
shrinkage=0.0168881


Tree=212
num_leaves=8
num_cat=0
split_feature=36 39 91 123 36 6 5
split_gain=40.2071 13.1095 7.66681 7.59404 7.10281 7.52423 5.45098
threshold=2.8150000000000004 0.46209191961485241 -0.25874999999999987 1.9750000000000003 5.8350000000000009 1480.0904866691208 1532.1830831219113
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=0.00035721182143268827 0.0018660368722560759 -0.0035763400134198684 0.0043205846551305389 0.0043803083523532953 -0.0063142021306043811 -0.0020818496821101672 -0.0010263685607298323
leaf_weight=1501.3115060776472 157.17540255188942 37.72997385263443 495.64290899038315 146.91580665111542 177.98485167324543 1110.2049472033978 80.878940314054489
leaf_count=5070 637 110 1440 479 883 4438 412
internal_value=-1.03699e-05 0.00146057 0.00376192 0.000715829 -0.00211293 -0.00159223 -0.00466218
internal_weight=3707.84 2181.6 533.373 1648.23 1526.24 1267.38 258.864
internal_count=13469 7099 1550 5549 6370 5075 1295
is_linear=0
shrinkage=0.0168881


Tree=213
num_leaves=8
num_cat=0
split_feature=34 95 95 34 29 6 132
split_gain=42.3742 18.6411 10.9181 10.6635 7.54847 7.52985 6.26125
threshold=1.9850000000000001 -1.0000000180025095e-35 20.250000000000004 3.9950000000000006 3.7888888888888892 1490.1995014829354 3.2680000000000002
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=-0.0048525141401480915 -0.0037320182899064657 0.0016718351599980987 0.013952417641470812 -0.0062234622819287927 -0.0010741155288470764 -0.00048634524385285984 0.01520109575304709
leaf_weight=149.71207565069199 425.51573657989502 2111.4263462126255 20.852118790149689 213.21544992923737 1073.9480509757996 455.1893213391304 3.9619079083204261
leaf_count=439 1380 5936 57 819 3475 1348 15
internal_value=-0.000254899 0.00104963 0.00179194 -0.00233497 -0.00182839 -0.00156701 -0.00583249
internal_weight=4453.82 2737.18 2132.28 1716.64 1499.46 604.901 217.177
internal_count=13469 7780 5993 5689 4855 1787 834
is_linear=0
shrinkage=0.0168881


Tree=214
num_leaves=8
num_cat=0
split_feature=49 86 151 130 27 134 11
split_gain=12.2342 7.15432 7.70896 6.09252 6.08445 6.05984 5.66859
threshold=3.4050000000000007 3.0750469043151978 0.71500000000000008 0.41450000000000004 0.66050000000000009 -0.23849999999999996 1.3095238095238098
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=0.0086453335364755895 -0.00073924545781565293 0.0013267808542258854 1.3588210662108566e-05 0.0023149492601315415 -0.013424659336815366 -0.0033289615679310261 -0.02064549814319442
leaf_weight=29.763467520475388 11.562156140804293 105.03175842761993 3456.4374298751354 893.37292018532753 7.059514343738555 330.96533328294754 6.3068819940090171
leaf_count=84 31 301 9662 2404 19 951 17
internal_value=0.000243037 -0.000167778 8.72894e-05 0.00199771 0.00219152 -0.00220734 -0.00776671
internal_weight=4840.5 3922.2 3486.2 918.301 900.432 435.997 17.869
internal_count=13469 10998 9746 2471 2423 1252 48
is_linear=0
shrinkage=0.0168881


Tree=215
num_leaves=8
num_cat=0
split_feature=42 95 39 17 95 28 27
split_gain=41.6873 16.827 10.7612 9.74384 10.4291 9.71221 4.87002
threshold=3.5350000000000006 -15.749999999999996 0.42976513239726083 1.0000000180025095e-35 6.7499999999999991 2.183333333333334 0.36050000000000004
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=-0.012128705961167982 -0.00024192990696488234 0.00038443262921150097 0.00295911746539762 0.0085736336922307629 -0.0044373909688928889 0.011833862247703922 -0.0045386788159358527
leaf_weight=5.2521993815898886 660.66748821735382 1633.3181166499853 646.17493548989296 8.2193677723407728 227.07169158756733 59.032765209674835 466.89029659330845
leaf_count=15 2740 5598 1916 35 1024 168 1973
internal_value=-1.10936e-05 0.00135461 0.0011143 -0.00235981 -0.0013151 0.00987566 -0.00431178
internal_weight=3706.63 2343.78 2279.49 1362.85 887.739 64.285 475.11
internal_count=13469 7697 7514 5772 3764 183 2008
is_linear=0
shrinkage=0.0168881


Tree=216
num_leaves=8
num_cat=0
split_feature=40 37 54 40 132 6 141
split_gain=27.5 12.5056 13.075 8.0122 7.02161 6.75875 5.11546
threshold=2.7750000000000004 0.54161057916241362 1.6950000000000001 4.9450000000000012 2.5280000000000005 1462.9634165424573 -1.3379999999999999
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=-0.00027981532042453032 -0.0020349747493596656 0.010444715922145763 0.0099453778490507377 0.0091601590565957396 0.0056447901230382977 0.0019400684418803202 -0.0071556124623300618
leaf_weight=2044.778009802103 1201.7972941845655 27.369368463754654 36.299656480550766 5.7536896020174018 34.940506249666214 1017.6232059597969 114.90386325120926
leaf_count=6037 3984 74 102 23 117 2778 455
internal_value=-0.000216092 0.000655458 -0.000101447 -0.00222328 -0.00181798 0.00216284 -0.00637736
internal_weight=4483.47 3126.07 2081.08 1357.4 1236.74 1044.99 120.658
internal_count=13570 8991 6139 4579 4101 2852 478
is_linear=0
shrinkage=0.0168881


Tree=217
num_leaves=8
num_cat=0
split_feature=86 1 27 28 80 39 80
split_gain=11.1303 8.34961 8.97754 6.83762 8.14052 7.93966 5.52102
threshold=3.0790020790020796 1467.9553804385575 0.37585714285714283 4.2928571428571436 0.059933822551323505 0.28546856737030918 0.06302911005489141
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=-0.000279278055409227 0.024978845919792856 -0.0026672504698817129 0.00043365250362382757 0.00079868276990429342 0.0018302645773641526 -0.0012946404542842124 -0.0082917690773001759
leaf_weight=786.05586302280426 4.3860007524490348 268.01638522744179 136.92797178030014 1070.2214952111244 1551.35296484828 999.26188212633133 61.136193364858627
leaf_count=2188 13 770 392 2995 4249 2791 172
internal_value=0.000231285 -0.00223784 0.00119568 0.000494888 0.00112083 -0.000212079 -0.00371202
internal_weight=4877.36 470.467 141.314 4406.89 2337.41 2069.48 329.153
internal_count=13570 1347 405 12223 6437 5786 942
is_linear=0
shrinkage=0.0168881


Tree=218
num_leaves=8
num_cat=0
split_feature=95 95 77 134 49 122 29
split_gain=40.1179 22.2152 12.2508 9.86571 7.69197 7.5893 6.59176
threshold=-6.7499999999999973 4.3499999999999988 0.84523809523809534 0.094500000000000015 1.885 0.57500000000000007 7.7250000000000005
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=0.0071047247991053979 -0.0024172232147067246 -0.0032598774382757763 0.00067132009111246272 0.022162281110187403 0.0010102289789149701 0.0059262644272774587 0.020564775982621002
leaf_weight=72.767322927713394 459.94185048341751 842.5717171728611 1798.8542679697275 8.5078380405902845 313.72976377606392 236.34914347529411 3.3247298002243033
leaf_count=221 1734 3467 6395 26 980 734 13
internal_value=-4.26112e-05 -0.000831791 4.2412e-05 0.00383815 0.00215773 0.00649052 -0.0031662
internal_weight=3736.05 3104.69 2258.8 631.354 386.497 244.857 845.896
internal_count=13570 11609 8129 1961 1201 760 3480
is_linear=0
shrinkage=0.0168881


Tree=219
num_leaves=8
num_cat=0
split_feature=95 40 96 79 26 7 50
split_gain=34.4788 13.3145 10.9894 8.7335 8.11823 5.90413 3.79308
threshold=-1.0000000180025095e-35 2.0350000000000006 1.5000000000000002 3.0271346066537861 0.52414285714285735 -32.769450521093056 1.2650000000000003
decision_type=2 2 2 2 2 2 2
left_child=2 4 6 -3 -2 -4 -1
right_child=1 3 5 -5 -6 -7 -8
leaf_value=-0.0064055141277554071 0.00095089452368208617 0.00045186519747276749 -0.004446295554279985 -0.0026083047167370977 0.0036515721004304496 -0.0011511227373562373 -0.0011758412028760057
leaf_weight=213.87096048891544 726.57077267765999 1357.9118927121162 181.71563459932804 330.77922502160072 563.82574939727783 1058.4610578715801 48.546144351363182
leaf_count=721 2031 4150 637 1001 1545 3319 166
internal_value=-0.000212617 0.00083938 -0.00229835 -0.000147544 0.00213095 -0.00163397 -0.00543814
internal_weight=4481.68 2979.09 1502.59 1688.69 1290.4 1240.18 262.417
internal_count=13570 8727 4843 5151 3576 3956 887
is_linear=0
shrinkage=0.0168881


Tree=220
num_leaves=7
num_cat=0
split_feature=8 127 41 77 31 39
split_gain=7.75658 6.29951 5.72553 5.33596 5.1855 5.11364
threshold=2.5523809523809526 2.4365000000000001 3.3050000000000002 1.1547619047619049 0.13269821202817414 0.15583348875329653
decision_type=2 2 2 2 2 2
left_child=2 5 3 -1 -3 -2
right_child=1 4 -4 -5 -6 -7
leaf_value=0.0011252515057926333 0.0013625459314816541 -0.0025750601767278863 -0.015263573543395649 -5.1106769153742828e-05 0.021508754135903398 -0.0038962397638168714
leaf_weight=1859.4731325805187 67.450920701026917 4.6314792931079847 6.6401146948337546 2691.676092594862 5.6680983006954193 241.66946521401405
leaf_count=5149 198 14 23 7481 17 688
internal_value=0.000228348 -0.0023157 0.000406646 0.000429515 0.0106766 -0.00274868
internal_weight=4877.21 319.42 4557.79 4551.15 10.2996 309.12
internal_count=13570 917 12653 12630 31 886
is_linear=0
shrinkage=0.0168881


Tree=221
num_leaves=8
num_cat=0
split_feature=95 34 7 56 30 95 29
split_gain=39.0545 25.8617 10.5784 8.69463 7.37615 7.3538 5.87593
threshold=-7.4999999999999973 1.7150000000000001 -34.810055151307658 2.4350000000000005 0.22594670406732117 -15.749999999999996 5.4722222222222232
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=0.0091084568386777358 0.0083832942153307822 8.243002404119454e-05 -0.0028516169487194211 0.008913311591359295 0.0033789699380831094 0.0028927120309350774 0.032362151861503943
leaf_weight=60.154421895742416 24.358844205737114 1586.9899440258741 1272.8385730087757 8.508150637149809 220.48532639443874 556.9388570189476 4.7529326975345603
leaf_count=172 86 5444 5354 26 731 1743 14
internal_value=-4.30511e-05 -0.000821193 -0.00264063 0.00378948 0.000484573 0.00349867 0.0173199
internal_weight=3735.03 3104.67 1297.2 630.354 1807.48 617.093 13.2611
internal_count=13570 11615 5440 1955 6175 1915 40
is_linear=0
shrinkage=0.0168881


Tree=222
num_leaves=8
num_cat=0
split_feature=34 34 85 48 85 126 53
split_gain=29.8954 13.6555 12.0935 10.6954 11.48 10.6423 6.17437
threshold=1.5050000000000001 2.8950000000000005 -0.41468085106382974 2.1050000000000004 -0.13132376395534293 0.89450000000000018 1.925
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=0.0043166709517440324 -0.0084963935082711089 -0.0067930014996657332 -0.00044902523601714407 -0.0038268408779004127 0.0050293995756953468 2.2300843872227169e-05 -0.0025835747458437864
leaf_weight=203.9899874329567 54.478217542171478 128.71764269471169 2384.3942470252514 47.003646194934845 372.93271172046661 852.16493049263954 436.26618950068951
leaf_count=566 169 470 7256 127 1009 2409 1564
internal_value=-0.000209766 -0.00117686 -0.000628794 0.00175825 0.00403806 0.000851757 -0.00354263
internal_weight=4479.95 3003.86 2438.87 1476.09 419.936 1056.15 564.984
internal_count=13570 9459 7425 4111 1136 2975 2034
is_linear=0
shrinkage=0.0168881


Tree=223
num_leaves=8
num_cat=0
split_feature=47 27 2 106 8 127 29
split_gain=7.80342 6.86196 6.76557 6.41596 4.38915 6.42064 4.92831
threshold=1.405 0.5238750000000002 -120.73522118814854 0.59050000000000014 2.5523809523809526 2.3665000000000007 5.6125000000000007
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=3.3612496575165051e-05 -6.5961779196225704e-05 0.0020494441377739776 -0.0012566637023080764 0.001778971481730537 -0.0041205487189735126 0.0097209746433394584 -0.0026487755107885706
leaf_weight=1051.2789910137653 810.4958074092865 228.55291742086411 775.63226452469826 1596.5746083259583 164.60081571340561 10.146240055561064 239.93368607759476
leaf_count=2995 2224 632 2132 4387 484 31 685
internal_value=0.000225675 0.000668514 -0.000504168 0.00115775 -0.000804786 -0.00331672 -0.000464811
internal_weight=4877.22 3411.26 1004.19 2407.07 1465.96 174.747 1291.21
internal_count=13570 9375 2764 6611 4195 515 3680
is_linear=0
shrinkage=0.0168881


Tree=224
num_leaves=7
num_cat=0
split_feature=36 96 94 94 29 77
split_gain=45.2409 13.6526 19.3708 11.8368 6.11145 5.12134
threshold=3.4450000000000007 2.5000000000000004 17.550000000000004 16.050000000000004 7.8452380952380958 1.2761904761904763
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=0.0012722958585676993 -0.004243467905253295 -0.0024386602974539131 0.0014356136123829047 0.0049280550279282949 0.016807600963085954 -0.0017476439837856895
leaf_weight=765.3400664627552 586.25128424167633 569.5544801056385 1040.4535443037748 377.07336765527725 4.3534309566020957 390.86964698135853
leaf_count=2601 2604 2056 3417 1166 18 1708
internal_value=-4.30915e-05 0.00106697 6.50398e-05 0.00247896 -0.00315613 -0.00324511
internal_weight=3733.9 2752.42 1610.01 1142.41 981.474 977.121
internal_count=13570 9240 5473 3767 4330 4312
is_linear=0
shrinkage=0.0168881


Tree=225
num_leaves=8
num_cat=0
split_feature=36 85 40 95 111 11 91
split_gain=31.7025 17.5071 16.4509 7.74259 6.57146 4.58766 3.88322
threshold=3.8950000000000005 -0.3841025641025641 4.1850000000000014 18.750000000000004 14.450000000000001 1.5166666666666668 0.13874999999999998
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=-0.010297417187314972 0.0028222871854407167 -0.0002542481073336926 -0.0049099724550521525 0.018313699599821667 -0.0002703057014904124 0.0030502220193478263 -0.0027432596913510216
leaf_weight=65.062041237950325 956.83607104420662 2925.6963299065828 233.75742907822132 13.662561863660814 246.42023530602455 9.5437795817852003 27.673079371452332
leaf_count=208 2618 8999 902 37 677 26 89
internal_value=6.15425e-05 -0.00081101 -0.000598718 0.00237529 0.00218892 0.0120376 -0.00804346
internal_weight=4478.65 3252.19 3159.45 1226.46 1203.26 23.2063 92.7351
internal_count=13556 10198 9901 3358 3295 63 297
is_linear=0
shrinkage=0.0168881


Tree=226
num_leaves=7
num_cat=0
split_feature=86 41 28 114 11 28
split_gain=12.6168 8.68332 10.464 6.69251 5.41934 4.4434
threshold=3.2462121212121215 1.8750000000000002 3.8166666666666669 1.2750000000000001 3.2071428571428577 0.81666666666666676
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=0.0024653637881168837 -0.015919755708833666 -0.0015423151393344767 -0.00014592468781149674 0.00022626320039750665 0.013482926400166651 -0.0032004965020562669
leaf_weight=886.02147206664085 8.0412536859512311 898.05321711301804 864.8932491838932 1904.1056241691113 5.4335793852806082 304.50043040513992
leaf_count=2408 23 2510 2363 5360 16 876
internal_value=1.53041e-05 0.000242447 0.00117546 -0.000340533 -0.00323707 -0.00352784
internal_weight=4871.05 4553.07 1750.91 2802.16 317.975 312.542
internal_count=13556 12641 4771 7870 915 899
is_linear=0
shrinkage=0.0168881


Tree=227
num_leaves=8
num_cat=0
split_feature=95 34 36 77 150 6 105
split_gain=39.6234 17.1366 15.9027 11.0749 10.5516 8.19457 7.55694
threshold=-1.5000000000000002 2.0450000000000004 1.385 1.2761904761904763 0.58387445887445899 1484.5299520950309 0.33350000000000007
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=0.01226803802950242 -0.0036637769035818921 -0.00050661268563060853 0.0064043320225337834 -0.00085395435007535095 0.003860457412872866 0.0010008484391173097 0.0047556836532590026
leaf_weight=48.944862455129623 871.42314404249191 611.57896873354912 87.200455129146576 739.72128787636757 212.66757434606552 976.04134356975555 173.93134951591492
leaf_count=148 3666 2028 308 2991 677 3227 511
internal_value=-9.41013e-05 -0.00136046 0.00230385 -0.00237372 0.000620126 0.00144403 0.00640556
internal_weight=3721.51 2435.39 1286.12 1611.14 824.247 1063.24 222.876
internal_count=13556 9362 4194 6657 2705 3535 659
is_linear=0
shrinkage=0.0168881


Tree=228
num_leaves=8
num_cat=0
split_feature=95 40 96 95 86 86 27
split_gain=28.0193 16.6996 12.6519 11.4875 7.48013 6.28771 6.2815
threshold=-1.0000000180025095e-35 3.1950000000000007 2.5000000000000004 18.750000000000004 3.0094339622641515 3.4641025641025647 0.64050000000000007
decision_type=2 2 2 2 2 2 2
left_child=2 3 5 -2 -4 -1 -3
right_child=1 6 4 -5 -6 -7 -8
leaf_value=-0.0042570398790871388 0.0013194006325054804 -0.0021827452488039864 -0.0011869526988081758 0.011720597620006972 0.0035046410462076551 0.0045388526022656092 -0.013990039054221736
leaf_weight=523.90352761745453 2637.825519233942 298.40854835510254 839.37112903594971 30.636912971735001 109.57527153193951 24.249223425984383 13.42980521917343
leaf_count=1757 7569 1019 2665 84 339 76 47
internal_value=5.97863e-05 0.00100667 -0.00182517 0.00143883 -0.000645186 -0.00386788 -0.00269133
internal_weight=4477.4 2980.3 1497.1 2668.46 948.946 548.153 311.838
internal_count=13556 8719 4837 7653 3004 1833 1066
is_linear=0
shrinkage=0.0168881


Tree=229
num_leaves=7
num_cat=0
split_feature=86 53 42 30 11 134
split_gain=12.3189 8.2156 6.19989 6.13931 5.29352 4.49189
threshold=3.2462121212121215 3.3250000000000006 2.9250000000000003 0.46841755319148942 3.2071428571428577 0.28050000000000003
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=-1.1755644657343819e-05 -0.0025126787846111442 0.012005775170865884 0.0024910820192800363 0.0044947993192306678 0.013296674745232559 -0.0076991866811804205
leaf_weight=4246.1981961429119 253.55429628491402 21.684460610151291 196.99771136045456 88.003744751214981 5.4523766040801993 58.650098711252213
leaf_count=11808 729 58 527 248 16 170
internal_value=1.6541e-05 0.000240891 0.00343468 7.97422e-05 -0.00319892 -0.00348709
internal_weight=4870.54 4552.88 218.682 4334.2 317.657 312.204
internal_count=13556 12641 585 12056 915 899
is_linear=0
shrinkage=0.0168881


Tree=230
num_leaves=8
num_cat=0
split_feature=36 40 85 123 17 100 3
split_gain=33.2644 13.1673 11.7379 11.1736 9.93895 9.87601 6.40788
threshold=2.8150000000000004 4.285000000000001 -0.41468085106382974 2.1025000000000005 1.0000000180025095e-35 1.3650000000000002 1571.0702502041506
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=0.0003920208324357078 0.0041804479960539376 0.00232162157151794 -0.0012031385291883434 0.0058607823945614765 -0.0040768900532684874 0.0087625182900707907 0.022591840709509609
leaf_weight=1765.2182794809341 26.101055786013603 198.77984565496445 977.80469454824924 113.40286442637444 528.94716790318489 103.13242971897125 6.7966809421777716
leaf_count=5872 100 561 4127 359 2222 289 26
internal_value=-9.36178e-05 0.00124827 -0.00199409 0.000722156 -0.00221199 0.0045219 0.00798513
internal_weight=3720.18 2180.53 1539.65 1878.62 1506.75 301.912 32.8977
internal_count=13556 7081 6475 6231 6349 850 126
is_linear=0
shrinkage=0.0168881


Tree=231
num_leaves=8
num_cat=0
split_feature=36 34 95 27 53 95 89
split_gain=30.317 16.5415 10.6575 8.37677 6.40718 6.17186 5.86475
threshold=4.0650000000000004 2.5250000000000004 -3.75 0.46707142857142864 1.8950000000000002 18.750000000000004 0.63000000000000012
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=-0.0022054333189647619 0.00021130539133332911 -0.0059204248341139512 0.00050619505260338549 0.0041985657352243116 -0.0020995410770780114 0.014533328992449978 -6.499995683560564e-05
leaf_weight=522.08258900046349 397.62176740169525 152.84418661892414 1985.5729823112488 609.46135240793228 691.62305350601673 8.770861476659773 108.36690136790276
leaf_count=1649 1086 549 5879 1661 2412 24 296
internal_value=5.80747e-05 -0.000746796 -5.83441e-05 0.002458 -0.00279113 0.000520475 0.00355488
internal_weight=4476.34 3352.12 2507.66 1124.22 844.467 406.393 717.828
internal_count=13556 10489 7528 3067 2961 1110 1957
is_linear=0
shrinkage=0.0168881


Tree=232
num_leaves=7
num_cat=0
split_feature=86 41 28 114 78 134
split_gain=11.9647 8.33348 10.1897 6.55791 5.16457 4.40862
threshold=3.2462121212121215 1.8750000000000002 3.8166666666666669 1.2750000000000001 3.2071428571428577 0.28050000000000003
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=0.0024249333207581893 -0.0024736387132390414 -0.0015227133604883557 -0.00015170256035693612 0.00022826398250006273 0.013111602798705092 -0.0076174606379972778
leaf_weight=886.30591380596161 253.30403405427933 897.68152499198914 864.89691436290741 1903.9217393994331 5.4710182249546042 58.506032317876816
leaf_count=2408 729 2510 2363 5360 16 170
internal_value=1.74836e-05 0.000238465 0.00115235 -0.00033277 -0.0031534 -0.00343888
internal_weight=4870.09 4552.81 1751.2 2801.6 317.281 311.81
internal_count=13556 12641 4771 7870 915 899
is_linear=0
shrinkage=0.0168881


Tree=233
num_leaves=8
num_cat=0
split_feature=95 39 36 95 36 36 149
split_gain=38.0706 17.1389 15.3707 9.576 9.05126 7.82248 7.82045
threshold=-1.5000000000000002 0.34630436911798845 1.1650000000000003 -15.749999999999996 4.4150000000000009 1.1050000000000002 0.41427340274381014
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=0.0062880118500997523 -0.001444322127382842 -0.0089899234275464743 0.0086821321645335677 0.0012864817810921238 -0.00415556729818069 0.019859374566213658 0.0015305951536279331
leaf_weight=122.07185488939285 1365.4363430440426 20.887058049440384 52.310254961252213 1099.7800449281931 472.80825242400169 13.450064659118651 572.17401865124702
leaf_count=381 5219 71 150 3627 2253 36 1819
internal_value=-9.28047e-05 -0.0013363 0.00225518 0.0016223 -0.00214169 0.00763513 0.00116003
internal_weight=3718.92 2431.31 1287.61 1152.09 1838.24 135.522 593.061
internal_count=13556 9362 4194 3777 7472 417 1890
is_linear=0
shrinkage=0.0168881


Tree=234
num_leaves=8
num_cat=0
split_feature=36 85 7 53 85 36 10
split_gain=30.1321 13.5059 13.7989 10.7715 9.05872 6.6961 4.2727
threshold=4.0650000000000004 -0.3841025641025641 6.9750946412326593 1.5750000000000004 -0.12881782945736439 7.7950000000000008 3.0333333333333337
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=-0.0082883128569438552 0.003382435966996237 -0.001439624054155299 0.00096623992882845526 -0.0029825110328824279 0.0023061177647636928 0.011820834188856448 0.0096568579701459736
leaf_weight=83.020940706133842 56.54047828912735 2297.3295809775591 965.75856064260006 102.9425448179245 899.3575344979763 51.042758107185364 3.9634623527526847
leaf_count=267 155 7337 2868 281 2450 141 13
internal_value=-0.000103651 -0.000902649 -0.000727566 0.00230802 0.00176292 0.00738627 -0.00747033
internal_weight=4459.96 3350.07 3263.09 1109.88 1002.3 107.583 86.9844
internal_count=13512 10485 10205 3027 2731 296 280
is_linear=0
shrinkage=0.0168881


Tree=235
num_leaves=8
num_cat=0
split_feature=41 120 35 53 99 120 35
split_gain=13.6783 12.4678 6.56732 6.0251 6.6161 5.6721 5.39717
threshold=1.905 2.0500000000000003 4.4150000000000009 1.635 0.18333333333333332 3.1835000000000004 2.7450000000000006
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=0.0015759181073927314 -0.0054142761255127079 -0.00067684163119767786 -0.0081702372983501644 0.0031562406402441492 -0.00070024794760315196 0.013865338967068186 -0.007676536417264861
leaf_weight=1942.1079925000668 102.40381568670273 66.120129972696304 19.920277565717697 133.58762189745903 2524.890708386898 4.5445282459259024 59.875256478786469
leaf_count=5289 313 184 61 380 7103 15 167
internal_value=0.000114463 0.00114624 0.00147695 -0.00066457 -0.000506451 -0.00459477 -0.00400342
internal_weight=4853.45 2088.02 1962.03 2765.43 2658.48 106.948 125.995
internal_count=13512 5701 5350 7811 7483 328 351
is_linear=0
shrinkage=0.0168881


Tree=236
num_leaves=8
num_cat=0
split_feature=42 34 94 91 42 143 145
split_gain=34.7143 15.0792 11.9512 8.43924 7.73551 6.61242 5.91816
threshold=3.5250000000000004 6.8750000000000009 13.050000000000002 0.017083333333333253 4.8150000000000004 -1.1549999999999998 0.21235000000000001
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=-0.00087058344274366624 -0.00054579347893696803 0.0062053227177683891 0.0017969139669060338 0.0068987020280183971 -0.0034319336672331883 -0.0059271438348349479 0.017753202871263845
leaf_weight=687.03529824316502 735.32908111810684 51.726405441761017 1582.1914444714785 12.13963510096073 413.99344910681248 205.56515392661095 16.763992875814438
leaf_count=2349 2946 139 5131 53 1973 876 45
internal_value=-2.51674e-05 0.00122494 0.000989287 -0.00216296 -0.00158542 -0.00521183 0.00903224
internal_weight=3704.74 2337.72 2269.23 1367.03 1149.32 217.705 68.4904
internal_count=13512 7664 7480 5848 4919 929 184
is_linear=0
shrinkage=0.0168881


Tree=237
num_leaves=8
num_cat=0
split_feature=95 34 96 35 10 80 86
split_gain=28.7288 16.1694 10.758 7.2979 7.19195 6.71364 6.65659
threshold=-1.0000000180025095e-35 1.5650000000000002 2.5000000000000004 9.5250000000000021 2.4083333333333337 0.045188210227272707 3.4641025641025647
decision_type=2 2 2 2 2 2 2
left_child=2 3 6 -2 -4 -3 -1
right_child=1 5 4 -5 -6 -7 -8
leaf_value=-0.0043188803071338754 0.0020675610538367713 -0.0038671226018270628 -0.0015251515193946369 0.01286456402685081 0.0027404666007338459 4.3228431730422273e-05 0.0048047214609843259
leaf_weight=518.55142667889595 1341.5129528045654 136.80292914807796 808.95904269814491 18.096404224634171 130.98170770704746 1479.4669349193573 23.854390248656273
leaf_count=1750 3703 422 2548 51 431 4532 75
internal_value=-0.000102804 0.000854003 -0.00202365 0.00221129 -0.000930707 -0.000287734 -0.00391759
internal_weight=4458.23 2975.88 1482.35 1359.61 939.941 1616.27 542.406
internal_count=13512 8708 4804 3754 2979 4954 1825
is_linear=0
shrinkage=0.0168881


Tree=238
num_leaves=8
num_cat=0
split_feature=35 144 42 28 86 115 78
split_gain=12.5497 8.06897 8.54045 7.99801 7.96803 7.32585 7.12044
threshold=2.9450000000000007 0.00055000000000000003 4.8150000000000004 4.4142857142857155 3.2462121212121215 1.4145000000000001 2.8166666666666669
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=0.001701933593433084 0.00025631321129132714 0.00075269061580679334 0.009690794930263048 -0.004211648263666757 -0.0039761716958303687 -0.001648058642816558 0.010910712766072424
leaf_weight=1245.401707470417 2067.2279650568962 321.00062865018845 39.373796224594116 130.06074142456055 241.62771362066269 798.7233179807663 9.5237189233303052
leaf_count=3387 5814 875 106 358 702 2242 28
internal_value=0.000113683 0.00126453 0.00194678 -0.000678693 -0.000527189 -0.000274415 -0.00341155
internal_weight=4852.94 1735.84 1284.78 451.061 3117.1 2865.95 251.151
internal_count=13512 4726 3493 1233 8786 8056 730
is_linear=0
shrinkage=0.0168881


Tree=239
num_leaves=8
num_cat=0
split_feature=39 94 98 39 123 85 23
split_gain=25.4464 19.0797 11.3937 9.59465 8.64145 8.18629 5.7167
threshold=0.34630436911798845 16.050000000000004 0.27922077922077926 0.71885520059926222 2.2180000000000004 -0.65214285714285702 2.4500000000000006
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=-0.0026615790340091872 0.013897728892016216 0.011457440310561237 0.00028373852541014921 -0.002227067134619377 0.0067812812477107305 0.001506022198905322 0.014079513471707586
leaf_weight=1254.3776613473892 15.397214084863661 26.645565867424011 1122.4459948986769 7.8430325984954825 28.261495292186737 1220.5143513679504 28.06057533621788
leaf_count=5134 47 90 4256 21 103 3786 75
internal_value=-2.52061e-05 -0.00103759 0.000542862 0.00191046 -0.0024535 0.00166042 0.0105167
internal_weight=3703.55 2431.73 1149.09 1271.82 1282.64 1235.91 35.9036
internal_count=13512 9583 4346 3929 5237 3833 96
is_linear=0
shrinkage=0.0168881


Tree=240
num_leaves=8
num_cat=0
split_feature=36 95 85 85 42 138 85
split_gain=28.4783 15.3863 12.8816 9.46602 11.4064 7.66808 7.29775
threshold=4.0650000000000004 4.3499999999999988 -0.31767441860465112 -0.12881782945736439 4.2550000000000008 11.500000000000002 0.29583850931677019
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=-0.007020890670630415 -0.0012506280914408652 0.0010591208915110334 -0.0012103693166917193 0.011297426350970431 0.0023970423091342332 -0.020478929603411852 0.010757460814244328
leaf_weight=113.66875632107258 112.62771058082581 658.8653985708952 2551.1851288229227 42.927729308605194 948.30698364973068 6.2431756556034079 22.898402661085129
leaf_count=369 308 1933 8117 116 2586 17 66
internal_value=-0.000101502 -0.000879025 -0.00145823 0.00224246 0.00278252 -0.00226076 0.0013849
internal_weight=4456.72 3346.62 2664.85 1110.11 991.235 118.871 681.764
internal_count=13512 10485 8486 3027 2702 325 1999
is_linear=0
shrinkage=0.0168881


Tree=241
num_leaves=8
num_cat=0
split_feature=41 86 35 86 6 127 101
split_gain=12.9404 9.25819 7.69268 7.10493 7.57387 5.97821 3.32313
threshold=1.905 3.9115384615384619 4.4150000000000009 3.2462121212121215 1471.0488572527588 2.6835000000000004 1.9000000000000001
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=0.0013328600063352292 -0.004772943250639974 -0.015637035545798431 -0.0079800068234157882 -0.0040418493303301384 -0.00020067181082071244 0.012892775788626326 0.0016288701576779392
leaf_weight=2045.9138462543488 107.90264484286308 12.704529374837877 25.613105297088623 212.40157505869865 2437.5841527283192 6.1157898008823386 4.2371017932891837
leaf_count=5574 310 36 79 620 6863 18 12
internal_value=0.0001127 0.001116 0.0012177 -0.000645381 -0.000394499 -0.00356776 -0.0113174
internal_weight=4852.47 2088.47 2071.53 2764 2545.49 218.517 16.9416
internal_count=13512 5701 5653 7811 7173 638 48
is_linear=0
shrinkage=0.0168881


Tree=242
num_leaves=8
num_cat=0
split_feature=36 34 94 36 36 39 145
split_gain=31.3931 15.4089 12.6952 10.282 5.62128 8.90753 4.70336
threshold=3.4250000000000003 3.2950000000000004 16.050000000000004 1.1650000000000003 7.6550000000000011 0.11101701327574232 0.15355000000000002
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=-0.0011205345016062583 0.01636003184922491 0.010344689270680186 0.001450492907248254 0.0027508900759428958 0.01516051218365874 -0.0022485012754700742 -0.0063015096348264339
leaf_weight=971.99429240822792 7.3994296640157691 57.861330717802048 1254.9928874522448 420.09252423048019 2.9781906902790061 857.27908891439438 129.90046244859695
leaf_count=3480 38 155 4226 1208 16 3691 698
internal_value=-2.55188e-05 0.000918844 0.000328327 0.00367026 -0.00258624 -0.00208923 -0.00582027
internal_weight=3702.5 2704.94 2226.99 477.954 997.557 864.679 132.879
internal_count=13512 9069 7706 1363 4443 3729 714
is_linear=0
shrinkage=0.0168881


Tree=243
num_leaves=8
num_cat=0
split_feature=37 85 85 128 28 44 53
split_gain=26.0028 16.1482 11.6905 6.31379 5.28357 4.58655 4.15221
threshold=0.3057346229130084 -0.29715517241379302 0.25519181585677758 0.55000000000000016 6.4722222222222232 5.9450000000000012 1.9550000000000003
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=-0.0059349407138672948 -0.0032055712057431386 0.00053629228168877306 0.0051729049518077158 -0.012088726521624132 -0.0067495561671272923 0.015906899677179651 -0.0026286276955408256
leaf_weight=138.096205919981 132.82791793346405 3466.3023579120636 162.36039780080318 27.558228462934494 3.8448337465524656 7.5499242395162582 502.94246803224087
leaf_count=502 400 10187 466 82 13 26 1796
internal_value=-2.42329e-05 0.000511966 0.000743759 -0.00473208 -0.00313828 0.00826 -0.00334093
internal_weight=4441.48 3789.05 3628.66 160.386 652.433 11.3948 641.039
internal_count=13472 11135 10653 482 2337 39 2298
is_linear=0
shrinkage=0.0168881


Tree=244
num_leaves=7
num_cat=0
split_feature=86 35 26 145 144 144
split_gain=11.7283 8.93879 6.80237 6.6994 6.14665 6.04846
threshold=3.0956959706959712 2.9450000000000007 0.60816666666666686 0.78715000000000013 -0.015149999999999999 0.0059500000000000013
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=0.00085418736764868467 0.012280646467512528 -0.00035120730166740652 0.003301232531462858 0.0034822755851287002 -0.0038516715511937977 0.00085874240184831364
leaf_weight=1264.1697556972504 7.9154698848724356 2628.6126654446125 153.94792923331261 354.15804451704025 328.5174685716629 101.84285619854927
leaf_count=3437 23 7371 443 960 942 296
internal_value=0.000168938 0.000431315 -0.000149123 0.00142934 -0.00246563 -0.00273692
internal_weight=4839.16 4400.89 2782.56 1618.33 438.276 430.36
internal_count=13472 12211 7814 4397 1261 1238
is_linear=0
shrinkage=0.0168881


Tree=245
num_leaves=8
num_cat=0
split_feature=36 35 94 36 2 27 133
split_gain=28.3766 12.7121 9.16746 8.97262 8.22322 8.16826 5.40327
threshold=3.4250000000000003 4.1050000000000013 19.050000000000004 6.0450000000000008 -102.66805670204097 0.5221111111111113 0.89450000000000018
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=-0.00040754246145031464 -0.0063742697382422808 0.013670650825868044 0.0016248432293229417 0.028570539669689116 -0.0059146251297144629 0.0034933231484511589 -0.0013299834677651318
leaf_weight=1488.5658500790596 66.344372615218163 30.518900096416473 1101.3022381365299 1.9893080294132222 222.74969524145126 85.556336581707001 695.67284280061722
leaf_count=5204 282 83 3551 9 1165 232 2946
internal_value=-0.000192235 0.000701754 0.000456689 -0.00264381 -0.00560924 0.00616941 -0.00176919
internal_weight=3692.7 2705.94 2589.87 986.756 224.739 116.075 762.017
internal_count=13472 9070 8755 4402 1174 315 3228
is_linear=0
shrinkage=0.0168881


Tree=246
num_leaves=8
num_cat=0
split_feature=95 95 42 145 2 113 143
split_gain=31.6361 15.5401 10.2342 8.58369 5.64729 6.61432 3.54801
threshold=-8.2499999999999964 7.4999999999999991 5.995000000000001 0.73755000000000015 -174.9112688311503 0.28650000000000003 -0.40249999999999997
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=0.0044566729145658962 -0.00030814512385564971 0.003477473540688834 0.0035563868752545541 -0.0012521719785136185 -0.0081262634222766007 -0.002216355182512461 -0.0090292138578319438
leaf_weight=5.9567389488220206 3050.3753270208836 615.93342891335487 208.82522559165955 133.08022493124008 67.211280509829521 275.14417067170143 83.870595380663872
leaf_count=22 9299 1719 563 380 228 938 323
internal_value=-2.45025e-05 0.000443573 -6.0527e-05 0.00263711 -0.00436565 -0.00337667 -0.00813464
internal_weight=4440.4 4008.21 3259.2 749.014 432.183 342.355 89.8273
internal_count=13472 11961 9862 2099 1511 1166 345
is_linear=0
shrinkage=0.0168881


Tree=247
num_leaves=7
num_cat=0
split_feature=86 35 133 145 144 144
split_gain=11.4724 8.74885 6.73852 6.54636 5.99084 5.91708
threshold=3.0956959706959712 2.9450000000000007 3.2750000000000004 0.78715000000000013 -0.015149999999999999 0.0059500000000000013
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=0.00084540456608937038 0.012092327772298692 -0.0002155781147079906 0.010007121313780187 0.0034429101354505661 -0.0038114148537084489 0.00084767349724799523
leaf_weight=1264.2699926793575 7.9438439011573783 2763.9627247452736 18.513548582792282 354.28691202402115 328.18559882044792 101.86813768744469
leaf_count=3437 23 7761 53 960 942 296
internal_value=0.000167312 0.000426728 -0.00014755 0.00141399 -0.00243926 -0.00270775
internal_weight=4839.03 4401.03 2782.48 1618.56 437.998 430.054
internal_count=13472 12211 7814 4397 1261 1238
is_linear=0
shrinkage=0.0168881


Tree=248
num_leaves=8
num_cat=0
split_feature=95 39 95 95 86 130 141
split_gain=32.7778 19.2091 9.7944 8.30688 8.00679 7.33239 5.80938
threshold=-7.4999999999999973 0.34326731489002338 4.3499999999999988 -15.749999999999996 2.9436507936507943 0.38750000000000007 0.32600000000000007
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=0.005422559525213649 -0.00096543882359691842 0.00046276299045324863 -0.0033742375675507265 0.015696399635508375 0.0048213014360672614 0.0023867874645482753 0.016093666986510685
leaf_weight=42.673995852470398 1423.1187855303288 773.36278626322746 727.61047725379467 12.065854132175444 142.33815306425095 547.90369591116905 22.087460666894913
leaf_count=121 5522 2452 3132 36 441 1705 63
internal_value=-0.00018986 -0.00090819 -0.00178037 0.00333595 0.00114029 0.00267362 0.00906246
internal_weight=3691.16 3066.43 2150.73 624.731 915.701 559.97 64.7615
internal_count=13472 11547 8654 1925 2893 1741 184
is_linear=0
shrinkage=0.0168881


Tree=249
num_leaves=8
num_cat=0
split_feature=36 85 40 85 47 29 145
split_gain=29.3119 11.757 10.9063 10.4042 9.92896 7.45143 5.10862
threshold=3.0450000000000004 -0.17357142857142852 3.2450000000000006 0.27459459459459462 1.3250000000000004 2.3166666666666669 0.79165000000000008
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=-0.00079362156079112068 0.006881692291036785 0.0044159070709766969 -0.0024761074316417054 0.0060882444059347741 0.0012879095554757724 -0.0039177431406674781 -0.0067949078530908629
leaf_weight=1697.6068236231804 20.639940589666367 362.85129171609879 617.45230230689049 65.055970251560211 1430.4693679213524 155.46860626339912 89.440724298357964
leaf_count=5230 58 987 2224 196 4027 440 310
internal_value=-2.48233e-05 0.00151192 -0.00125036 -0.000539612 0.00192083 -0.0026519 -0.00302259
internal_weight=4438.99 1969.43 2469.56 1762.66 1793.32 176.109 706.893
internal_count=13472 5512 7960 5426 5014 498 2534
is_linear=0
shrinkage=0.0168881


Tree=250
num_leaves=8
num_cat=0
split_feature=100 41 78 144 144 2 109
split_gain=7.14797 8.44376 7.52496 6.69095 6.08864 5.79616 5.40005
threshold=1.5500000000000003 1.9950000000000003 3.3666666666666671 -0.0064499999999999991 -0.011949999999999999 106.84884631706736 2.5000000000000004
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=0.00783288261489027 -0.0043626304751387306 -0.00066886543007249448 0.015278552147316521 0.0012021127070961765 -0.0011949491476180274 0.012437420159554159 0.0011153600040277988
leaf_weight=44.444403856992722 8.4672208428382891 1027.7332618832588 8.5084549486637098 1855.4154113233089 1518.978420317173 18.986279606819153 356.20795920491219
leaf_count=122 24 2907 24 5062 4274 55 1004
internal_value=0.000165861 0.000688381 -0.000537896 0.00135724 -0.000640465 0.00725506 -0.000756073
internal_weight=4838.74 2936.1 1036.24 1899.86 1902.64 27.4535 1875.19
internal_count=13472 8115 2931 5184 5357 79 5278
is_linear=0
shrinkage=0.0168881


Tree=251
num_leaves=8
num_cat=0
split_feature=34 41 36 121 136 4 10
split_gain=29.076 14.4719 11.2713 11.1251 9.47567 6.42914 4.23909
threshold=2.0350000000000006 2.3050000000000002 1.1650000000000003 1.4365000000000003 2.9500000000000006 1711.9054731033075 0.81666666666666676
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=-0.0020159501663522461 0.010548917460112476 -0.0012448670513749214 0.0094536737101316888 0.00079781822934795518 0.00098911047362719678 -0.01050960535272703 -0.0066682875949498422
leaf_weight=1149.9276379346848 51.884559363126755 52.805293709039688 38.636002123355865 615.14262428879738 1590.9867329895496 4.4915780127048484 185.69136705994606
leaf_count=4610 139 269 123 2339 5072 12 908
internal_value=-0.000187649 -0.00156293 0.00144666 -0.00103531 0.00118981 0.00887068 -0.0054676
internal_weight=3689.57 2003.57 1686 1765.07 1629.62 56.3761 238.497
internal_count=13472 8126 5346 6949 5195 151 1177
is_linear=0
shrinkage=0.0168881


Tree=252
num_leaves=8
num_cat=0
split_feature=34 34 4 0 56 133 56
split_gain=24.0954 12.7783 10.141 7.19658 9.29304 5.81847 5.32602
threshold=1.5750000000000004 3.2950000000000004 1576.0730079843613 1477.4847843280197 2.3250000000000006 1.2360000000000002 1.8450000000000004
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=-0.0012559081420232072 -0.0012753319250434114 -0.0055611306099148149 0.0013961259899683985 0.00024336919445107621 0.021011338217426546 0.0026652502887016603 -0.001253704658356825
leaf_weight=311.01794975996017 1868.4303925037384 240.0179443359375 517.51828134059906 400.65683257579803 5.4386645853519431 962.98997965455055 124.28021584451199
leaf_count=891 5765 933 1619 1116 15 2658 456
internal_value=-0.000172249 -0.0011457 -0.000695876 0.00142123 -0.000873128 0.00195369 -0.00409172
internal_weight=4430.35 2750.25 2385.95 1680.1 316.457 1363.65 364.298
internal_count=13453 8773 7384 4680 906 3774 1389
is_linear=0
shrinkage=0.0168881


Tree=253
num_leaves=8
num_cat=0
split_feature=53 3 5 22 78 37 29
split_gain=7.58885 7.30352 8.89907 7.74714 6.62294 7.23197 5.946
threshold=3.1550000000000007 1477.0406381904274 1495.104917751519 0.90000000000000013 3.2761904761904765 0.64178132065793092 3.8452380952380958
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=0.0006783932367643655 -0.0019352245767499858 0.010904659148762643 0.0026087496181033745 0.010059856671314881 0.0039069239043237171 0.02472319354138252 -0.00059695701162112362
leaf_weight=1666.9890292584896 121.49493762850761 48.635242223739624 152.62428602576256 17.578220784664154 33.366721570491791 5.5530090332031241 2783.7042541801929
leaf_count=4656 325 130 409 47 96 16 7774
internal_value=0.000125691 0.00255706 0.00461362 -0.00041891 -5.86126e-05 0.00687772 -0.000119274
internal_weight=4829.95 340.333 201.26 139.073 4489.61 38.9197 4450.69
internal_count=13453 911 539 372 12542 112 12430
is_linear=0
shrinkage=0.0168881


Tree=254
num_leaves=8
num_cat=0
split_feature=34 5 36 148 85 5 23
split_gain=28.2874 11.9671 10.8015 10.6493 10.1393 7.17247 6.73396
threshold=2.0050000000000003 1472.9608584816303 1.2050000000000003 0.25408003032272042 -0.25830845771144278 1515.1481659527478 3.6333333333333337
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=0.016041425814146457 0.0092074381530439439 0.003584307607194834 0.00086035146991253974 -0.0010343309677471307 -0.0018517171668227001 -0.0096005227590494017 0.003853822912536786
leaf_weight=21.05456255376339 72.645498067140579 103.49675986170769 1408.5553623735905 20.611140519380569 1796.2256993204355 6.281667858362197 252.80701667070389
leaf_count=75 195 395 4521 76 7381 17 793
internal_value=4.23763e-05 -0.00135917 0.0016059 0.00759386 -0.00155555 0.00771021 0.00131588
internal_weight=3681.68 1941.39 1740.29 41.6657 1899.72 78.9272 1661.36
internal_count=13453 7927 5526 151 7776 212 5314
is_linear=0
shrinkage=0.0168881


Tree=255
num_leaves=8
num_cat=0
split_feature=95 34 53 147 133 78 126
split_gain=23.4759 12.8794 12.4075 11.8818 7.28912 6.67356 6.13054
threshold=4.3499999999999988 3.2950000000000004 1.8450000000000004 0.41641356115479727 1.2930000000000004 3.1380952380952385 3.2680000000000002
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=-0.0026484643995409304 0.00048475407220647225 -0.0043782993616773638 0.001000954622296036 1.158544625647239e-05 0.0063281731241793321 -0.011384591830631318 0.0090059720919547174
leaf_weight=609.16534857451916 83.511034727096558 339.23009575903416 909.50840693712234 2239.9694876968861 224.80499929189682 12.578803211450575 10.048317462205885
leaf_count=1899 238 1300 2580 6732 630 35 39
internal_value=-0.000169758 -0.000932379 0.00181264 -0.000557144 0.0047455 0.000831966 -0.00399317
internal_weight=4428.82 3198.41 1230.4 2849.13 308.316 922.087 349.278
internal_count=13453 9970 3483 8631 868 2615 1339
is_linear=0
shrinkage=0.0168881


Tree=256
num_leaves=8
num_cat=0
split_feature=49 127 7 27 27 23 137
split_gain=9.49225 8.68091 6.7674 5.95806 4.81447 5.18353 5.06423
threshold=4.1350000000000007 1.4365000000000003 2.5996979489852952 0.40563492063492063 0.52894444444444455 4.7750000000000012 26.250000000000004
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=0.00044491247096325879 0.0098304156903624255 0.016734585921631608 0.004576596955727358 0.00087603873181121166 -0.00068802447456788539 -0.0051112050501854267 -0.002136074552036639
leaf_weight=3036.2642948627472 23.157717168331146 20.197174042463303 36.961946040391922 249.94645476341248 1148.8081816136837 80.887871772050858 233.49502593278885
leaf_count=8476 62 54 99 669 3212 230 651
internal_value=0.000124658 0.00288813 0.0088731 0.00163542 -7.81783e-05 -0.000978997 0.000260595
internal_weight=4829.72 330.263 57.1591 273.104 4499.46 1229.7 3269.76
internal_count=13453 884 153 731 12569 3442 9127
is_linear=0
shrinkage=0.0168881


Tree=257
num_leaves=8
num_cat=0
split_feature=95 34 95 35 143 35 38
split_gain=29.8304 20.9896 9.29924 7.41514 6.9509 6.94065 5.9755
threshold=-2.2499999999999982 1.9550000000000003 -15.749999999999996 3.0450000000000004 2.4835000000000007 4.0150000000000006 0.28570813086362601
decision_type=2 2 2 2 2 2 2
left_child=2 5 6 -3 -4 -2 -1
right_child=1 3 4 -5 -6 -7 -8
leaf_value=0.005327398387932003 -0.0018019337217655166 -0.00041446022094418093 0.0016946031283673183 0.0025874680823943954 0.015071087064997327 -0.0048751361165309363 0.017285271310413759
leaf_weight=42.534831523895264 1202.8841629326344 543.11801460385323 1197.4084390997887 413.23653250932693 11.183270335197447 253.84048908948898 16.564396351575851
leaf_count=119 4861 1889 3907 1285 33 1311 48
internal_value=4.06817e-05 -0.00106126 0.00213828 0.000882634 0.0018184 -0.00233747 0.00867943
internal_weight=3680.77 2413.08 1267.69 956.355 1208.59 1456.72 59.0992
internal_count=13453 9346 4107 3174 3940 6172 167
is_linear=0
shrinkage=0.0168881


Tree=258
num_leaves=8
num_cat=0
split_feature=34 85 34 26 85 16 95
split_gain=22.9264 13.4301 11.4778 11.0879 10.0653 6.78683 6.24208
threshold=1.5750000000000004 0.56333333333333335 3.2950000000000004 0.51683333333333337 -0.13807065217391304 1.0000000180025095e-35 4.3499999999999988
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=-0.00095409847156850008 -0.00079552891167703355 0.019536746969245122 -0.004026647610129038 -0.0031355681953014361 0.003501385291480297 0.00025306396097723907 0.0019327324440366813
leaf_weight=570.54813548922539 2363.3053467869759 13.405662730336191 361.52978911995888 71.893310368061066 696.57503074407578 8.5137769281864148 341.47982579469681
leaf_count=1626 7321 41 1386 199 1918 25 937
internal_value=-0.000167726 -0.00111832 -0.00122424 0.00138599 0.00288044 0.0120479 0.000126757
internal_weight=4427.25 2746.75 2724.84 1680.5 768.468 21.9194 912.028
internal_count=13453 8773 8707 4680 2117 66 2563
is_linear=0
shrinkage=0.0168881


Tree=259
num_leaves=8
num_cat=0
split_feature=86 49 137 99 4 137 131
split_gain=10.4215 8.30102 7.03119 6.9127 5.74746 6.22874 6.20594
threshold=3.0750469043151978 4.1350000000000007 2.8500000000000001 0.7947368421052633 1452.6602123409982 3.0500000000000003 1.3540000000000003
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=0.0060348735753030956 -0.002621679169245307 0.0046413211833857991 8.565564110337787e-05 -0.00065771229928953561 -0.01299595569705648 -0.0027728665287010627 0.0057842632653796267
leaf_weight=57.477079838514328 53.916003197431564 223.08899283409119 3983.5247387588024 102.44953128695488 17.882152825593948 344.37989613413811 46.78318852186203
leaf_count=160 155 597 11088 274 52 993 134
internal_value=0.00012383 0.000379282 0.000170281 0.0029736 -0.00228547 -0.00327758 0.00128334
internal_weight=4829.5 4366.54 4041 325.539 462.961 362.262 100.699
internal_count=13453 12119 11248 871 1334 1045 289
is_linear=0
shrinkage=0.0168881


Tree=260
num_leaves=8
num_cat=0
split_feature=34 5 36 148 36 31 5
split_gain=26.7033 11.6255 10.3954 10.3033 9.78817 7.43875 7.00276
threshold=2.0050000000000003 1472.9608584816303 1.2050000000000003 0.25408003032272042 6.4450000000000012 0.11372875092387287 1515.1481659527478
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=0.015745689741956857 0.0090219234966627242 -0.0011109770623128443 0.003864439786503492 -0.0010233748049617512 -0.0051258201244096862 0.00078003104297004564 -0.0095650229270485363
leaf_weight=21.209969848394394 72.683093547821045 1702.7107753306627 265.34012764692307 20.594287171959877 192.80885261297226 1398.068820476532 6.2793002128601065
leaf_count=75 195 6737 873 76 1039 4441 17
internal_value=3.92695e-05 -0.00132508 0.00155629 0.0074841 -0.00151937 0.00127206 0.00754351
internal_weight=3679.7 1937.32 1742.37 41.8043 1895.52 1663.41 78.9624
internal_count=13453 7927 5526 151 7776 5314 212
is_linear=0
shrinkage=0.0168881


Tree=261
num_leaves=8
num_cat=0
split_feature=34 85 85 35 134 49 91
split_gain=21.62 16.0581 14.0107 7.89689 7.36613 6.4826 3.33798
threshold=2.0850000000000004 0.23470085470085458 -0.61504643962848293 4.3750000000000009 0.14650000000000002 2.7550000000000003 -0.3191666666666666
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=-0.010892744954273699 -0.00018240313977112803 0.008506881732358397 0.00073008636187031064 0.010186532748172068 0.00066627285257465452 -0.0024620459189070702 -0.0087440811043509436
leaf_weight=29.900737404823303 693.52328480780125 111.23161840438843 2754.2660836875439 2.7940964847803107 49.341156184673309 730.60840584337711 53.459392711520195
leaf_count=88 2320 311 7887 12 138 2481 223
internal_value=6.77837e-05 0.00090476 0.000605253 -0.00159709 0.00609776 -0.00135192 -0.00780333
internal_weight=4425.12 2944.74 2784.17 1480.39 160.573 1424.13 56.2535
internal_count=13460 8424 7975 5036 449 4801 235
is_linear=0
shrinkage=0.0168881


Tree=262
num_leaves=8
num_cat=0
split_feature=86 148 99 35 30 47 142
split_gain=7.09808 8.46992 8.52279 7.74324 5.57978 6.6291 5.99131
threshold=3.0618622448979598 0.17399267399267399 0.93095238095238109 2.8850000000000002 0.13545026881720426 1.9350000000000003 -1.3404999999999998
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=0.0088569255366290397 0.0076003480310695938 0.0012401776944986407 -0.0057118365294916654 -0.0003017274465150051 -0.00025780402597858207 -0.013413845256026949 -0.0056458168687184554
leaf_weight=58.462369829416275 10.510475575923918 1363.7287410199642 14.240222990512846 2913.2743155062199 329.09983718395233 11.2986743748188 132.37150457501411
leaf_count=166 30 3700 40 8162 953 31 378
internal_value=7.1337e-05 0.000287074 0.006003 0.000189906 -0.00187032 -0.000694567 -0.00467124
internal_weight=4832.99 4349.71 72.7026 4277 483.28 340.399 142.882
internal_count=13460 12068 206 11862 1392 984 408
is_linear=0
shrinkage=0.0168881


Tree=263
num_leaves=8
num_cat=0
split_feature=36 95 99 85 49 36 3
split_gain=28.814 11.1702 9.08518 7.81754 7.57331 7.28129 6.85294
threshold=3.0650000000000004 -6.7499999999999973 0.64495798319327746 -0.85333333333333328 1.7650000000000003 6.0450000000000008 1689.4771828502076
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=0.0072642008257081808 -0.00097395236300121452 0.011015021747283311 -0.0027116861320787993 0.00015790912107091617 0.0020841484153050378 -0.0071742015815409194 0.0086949128154140392
leaf_weight=97.470684885978699 501.6280994862318 19.109178066253662 595.54453797638416 1859.9816911816597 462.43801593780518 126.43220189213753 21.815612092614174
leaf_count=289 2158 61 2511 6272 1387 681 101
internal_value=-0.000174993 0.000892214 -0.002265 0.000268334 0.00298595 -0.0034932 -0.000570932
internal_weight=3684.42 2439 1245.42 1879.09 559.909 721.977 523.444
internal_count=13460 8009 5451 6333 1676 3192 2259
is_linear=0
shrinkage=0.0168881


Tree=264
num_leaves=8
num_cat=0
split_feature=34 99 35 28 35 78 6
split_gain=20.9923 13.0053 11.5029 8.42699 7.53429 7.07056 4.87001
threshold=2.0850000000000004 0.64852941176470602 2.8950000000000005 2.8166666666666669 9.5250000000000021 1.591666666666667 1487.7978236184711
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=-0.00054680788639408894 0.0026347349550416006 -0.00038259642999598876 0.0026951401933551504 -0.00029035447210338914 0.016140413342870596 -0.0032962587249675897 -0.0052189740564902972
leaf_weight=1215.8118134438992 25.056314930319786 480.36662310361862 1241.2684890031815 939.08293014764786 7.765802025794982 292.77582955360413 222.00121407210827
leaf_count=3498 85 1430 3474 3191 22 976 784
internal_value=6.59405e-05 0.000890297 0.00183638 -0.00157572 -0.000440874 -0.00100479 -0.00442236
internal_weight=4424.13 2945.21 1721.64 1478.92 1223.58 1231.86 247.058
internal_count=13460 8424 4904 5036 3520 4167 869
is_linear=0
shrinkage=0.0168881


Tree=265
num_leaves=8
num_cat=0
split_feature=35 146 3 141 1 145 1
split_gain=6.23172 7.33327 7.01392 6.68675 5.87954 6.10683 5.83581
threshold=2.8850000000000002 0.0039500000000000013 1476.0050000103856 -0.66899999999999993 1400.8238379491586 0.44860000000000005 1467.9553804385575
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=-6.5196059744000522e-05 -0.003436020827918784 0.0097444426148132392 0.0023737385917116795 -0.004938199460144308 0.0012841249308502725 0.0020890780425702302 -0.00048851012262559875
leaf_weight=596.13755309581757 292.40598982572556 9.829746484756468 771.49573382735252 88.342842221260071 686.68425640463829 70.881773799657822 2316.926067918539
leaf_count=1617 837 27 2097 244 1927 197 6514
internal_value=7.1447e-05 0.000990562 0.00131061 -0.0034678 -0.00032869 -0.00235794 -8.32427e-05
internal_weight=4832.7 1465.81 1367.63 98.1726 3366.9 363.288 3003.61
internal_count=13460 3985 3714 271 9475 1034 8441
is_linear=0
shrinkage=0.0168881


Tree=266
num_leaves=8
num_cat=0
split_feature=95 39 85 49 109 51 12
split_gain=22.7881 14.0474 11.1041 8.31993 6.75352 6.2423 6.15119
threshold=-6.7499999999999973 0.21466862927194497 -0.85333333333333328 1.7650000000000003 5.5000000000000009 1.4550000000000003 0.36666666666666675
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=0.0099897299694934657 -0.0031022147987614917 0.011038908163452873 -0.00029457265755980917 0.0021933887098297728 0.018477761840618712 -0.0092322944279205673 0.0012491608410175302
leaf_weight=69.841931939125061 652.13662400841713 24.914625659584999 2372.2995094656944 511.41323974728584 4.161966696381568 14.010467499494551 34.223081529140472
leaf_count=207 2998 82 8427 1573 18 49 106
internal_value=-0.000172967 -0.000776128 -0.000176771 0.0027528 -0.00296532 0.00188867 0.00711553
internal_weight=3683 3053.51 2397.21 629.489 656.299 525.424 104.065
internal_count=13460 11525 8509 1935 3016 1622 313
is_linear=0
shrinkage=0.0168881


Tree=267
num_leaves=8
num_cat=0
split_feature=36 96 94 94 144 1 42
split_gain=22.6337 13.9852 10.4349 9.27233 7.72895 8.68567 7.87863
threshold=4.0650000000000004 2.5000000000000004 7.0500000000000007 13.050000000000002 0.012350000000000002 1408.1043210310934 4.4150000000000009
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=-0.00062717568212186452 0.0077544708895264216 0.0030606690330660215 -0.0036856363193887051 -0.00021995857845876754 0.0034645594233306473 -0.0085023157287628104 0.0021193016671393894
leaf_weight=703.64948339760303 76.461728453636169 285.688924908638 580.78661155700684 1756.2423852086067 30.82015922665596 39.421938836574554 949.9709355533123
leaf_count=2192 208 838 1974 5468 84 107 2589
internal_value=6.42071e-05 -0.000629457 -0.00201015 0.000239026 0.00216821 -0.00325126 0.00253911
internal_weight=4423.04 3326.37 1284.44 2041.93 1096.67 70.2421 1026.43
internal_count=13460 10472 4166 6306 2988 191 2797
is_linear=0
shrinkage=0.0168881


Tree=268
num_leaves=8
num_cat=0
split_feature=86 148 99 35 136 134 53
split_gain=6.87252 8.28897 8.32071 7.34066 5.16171 4.71936 3.8928
threshold=3.0618622448979598 0.17399267399267399 0.93095238095238109 2.8850000000000002 3.6500000000000008 -0.23099999999999998 2.2650000000000001
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=0.0087494472746832488 -0.011462665043486439 0.0012098669475708356 -0.0056504717415767156 -0.00029135920986189868 0.001826829219294444 -0.002281867157776517 -0.00041446991472029755
leaf_weight=58.557596385478973 26.261877298355103 1364.0313034057617 14.222489058971403 2912.6287913322449 104.30145159363747 338.42744320631027 13.922643750905989
leaf_count=166 78 3700 40 8162 300 975 39
internal_value=7.14094e-05 0.000283631 0.00593511 0.000187448 -0.00183995 -0.00131385 -0.00763546
internal_weight=4832.35 4349.44 72.7801 4276.66 482.913 442.729 40.1845
internal_count=13460 12068 206 11862 1392 1275 117
is_linear=0
shrinkage=0.0168881


Tree=269
num_leaves=7
num_cat=0
split_feature=42 41 111 93 106 0
split_gain=23.4561 9.70835 7.62444 6.28391 6.11538 6.10989
threshold=3.9450000000000007 2.4750000000000005 30.850000000000005 12.900000000000002 0.52250000000000008 1435.1638140024979
decision_type=2 2 2 2 2 2
left_child=1 3 5 -1 -3 -2
right_child=2 4 -4 -5 -6 -7
leaf_value=0.0015073451662500948 -0.0073367925720259387 0.016830783888656661 0.017681060720948674 -0.00017248657592148023 0.0042066669296749121 -0.0021782055608023055
leaf_weight=1039.7177817970514 70.765597119927406 14.992709845304487 5.3354740887880316 1632.1128648817539 40.561177253723145 878.22449459135532
leaf_count=3437 302 41 23 5558 111 3988
internal_value=-0.000170869 0.000626495 -0.0024497 0.000481195 0.00761412 -0.00256291
internal_weight=3681.71 2727.38 954.326 2671.83 55.5539 948.99
internal_count=13460 9147 4313 8995 152 4290
is_linear=0
shrinkage=0.0168881


Tree=270
num_leaves=8
num_cat=0
split_feature=40 85 35 96 15 11 92
split_gain=24.1751 18.6674 12.3901 6.49187 6.59143 5.1124 4.87996
threshold=2.6350000000000002 -0.45393665158371038 8.7500000000000018 3.5000000000000004 0.90000000000000013 0.27619047619047621 0.23208333333333334
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=-0.0056794046896855247 -0.0084722834148773987 0.001020899424672208 0.011804652548062162 -0.0015486090962464425 0.0021727240831232956 -0.0022907528484675818 -0.01708858503026606
leaf_weight=32.489253968000412 39.89318360388279 2824.2219077050686 30.718488559126854 409.41178177297115 203.09093241393566 879.45555059611797 15.945279508829115
leaf_count=96 141 8056 88 1334 677 3039 47
internal_value=5.4885e-05 0.000960551 0.00113694 -0.00166164 -0.000314666 -0.00255902 -0.00943603
internal_weight=4435.23 2903.37 2854.94 1531.85 612.503 919.349 48.4345
internal_count=13478 8287 8144 5191 2011 3180 143
is_linear=0
shrinkage=0.0168881


Tree=271
num_leaves=8
num_cat=0
split_feature=80 141 50 2 3 147 38
split_gain=8.90243 9.5426 7.28524 7.1336 7.32005 6.72782 6.69628
threshold=0.086570052833251351 -2.3664999999999998 1.8150000000000002 30.772872546696821 1498.9840743223963 0.43873633682589819 0.26312200414730563
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=-0.001324092037850947 0.0010946513673369355 -0.00036045853841011052 -0.0067245999399997546 0.0029467453313926119 0.0048438402730396233 0.016527292050792636 -0.0018258529689811761
leaf_weight=9.5997322201728839 395.000452876091 3729.2401987910271 52.017219066619873 120.2048342525959 238.05134403705597 16.142275542020798 277.20210337638855
leaf_count=27 1073 10422 173 337 646 45 755
internal_value=-1.31742e-06 -0.000378245 -0.000448014 0.0013912 0.00250453 0.00986924 -0.000382209
internal_weight=4837.46 3807 3781.26 1030.46 633.052 25.742 397.407
internal_count=13478 10667 10595 2811 1719 72 1092
is_linear=0
shrinkage=0.0168881


Tree=272
num_leaves=8
num_cat=0
split_feature=40 9 85 101 3 4 28
split_gain=27.5439 10.7641 8.36785 8.03206 8.8639 7.90073 7.18479
threshold=2.7150000000000003 1.9666666666666668 0.42848484848484841 2.2250000000000005 1546.9327674676458 1618.191177224063 3.8452380952380958
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=-0.0016317882566210919 0.0015744269047630228 0.00071030033475214633 -0.0098668094731640052 -0.0045146733732453967 0.0052642094881997208 0.010355375648637071 0.0014556340918010779
leaf_weight=1795.4477605223656 1031.8152640461922 328.2706581056118 35.897081047296524 102.72193579375744 226.45239180326462 26.152938038110733 130.54591283202171
leaf_count=7272 3287 1237 157 305 734 93 393
internal_value=-6.44576e-05 -0.00127185 -0.00179322 0.00170489 0.0022385 0.00142209 -0.00117335
internal_weight=3677.3 2185.77 1831.34 1491.54 1258.27 354.424 233.268
internal_count=13478 8759 7429 4719 4021 1330 698
is_linear=0
shrinkage=0.0168881


Tree=273
num_leaves=7
num_cat=0
split_feature=95 35 31 95 110 120
split_gain=23.4023 13.0621 12.1342 11.5012 9.29341 1.49506
threshold=-6.7499999999999973 9.5250000000000021 1.4173913043478261 18.750000000000004 26.050000000000004 2.9500000000000006
decision_type=2 2 2 2 2 2
left_child=2 3 4 -2 -1 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=-0.0037164261770612481 0.00036332222965680482 0.016902412576041557 0.026222776637985785 0.010520544036733213 0.012169714809989312 0.0054408843216564645
leaf_weight=539.1041733622551 3829.1514026522636 15.020247697830202 3.9700997322797766 32.061132997274399 10.710498392581938 4.1498530507087699
leaf_count=1881 11406 43 13 88 35 12
internal_value=5.32225e-05 0.000516716 -0.00319444 0.000447669 -0.00340691 0.0144227
internal_weight=4434.17 3880.38 553.785 3861.21 549.815 19.1701
internal_count=13478 11549 1929 11494 1916 55
is_linear=0
shrinkage=0.0168881


Tree=274
num_leaves=8
num_cat=0
split_feature=80 141 48 46 2 69 90
split_gain=8.67202 9.32055 8.08866 7.28417 8.58405 5.54341 5.25294
threshold=0.086570052833251351 -2.3664999999999998 3.1050000000000004 3.7350000000000008 33.108508537928181 1.0000000180025095e-35 -0.21624999999999991
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=-0.0025834706276838112 0.0022186470143671783 -0.00035665875371767534 -0.0076526570740103354 -0.0045844304557943671 -0.0010845451120025757 0.01471864189736651 0.0089396990809031806
leaf_weight=7.4079777896404293 612.74990910291672 3736.7832554578781 43.846917808055878 9.6456584334373456 354.00948601961136 18.376848220825195 54.23628893494606
leaf_count=21 1661 10448 147 27 968 51 155
internal_value=-1.66922e-07 -0.000372261 -0.000441283 0.00137405 0.00100905 0.00974682 0.00689727
internal_weight=4837.06 3806.41 3780.63 1030.64 966.759 25.7848 63.8819
internal_count=13478 10667 10595 2811 2629 72 182
is_linear=0
shrinkage=0.0168881


Tree=275
num_leaves=8
num_cat=0
split_feature=42 2 54 42 85 1 142
split_gain=29.9283 13.0446 13.7774 9.12752 9.04982 8.91839 8.12317
threshold=2.9750000000000005 75.211996349937877 1.385 4.8350000000000009 0.44602870813397127 1487.2113375305005 -2.1259999999999999
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=0.0022427065122910691 0.00062989470486022399 -0.0044006380153053378 0.011294833256619041 0.020653705036595492 -0.010686033704677855 -0.0019650715639088134 -0.0037273670193309601
leaf_weight=1485.7108528912067 672.44474500417709 155.27777613699436 17.776046261191368 3.9299787282943717 15.60288882255554 861.85158286988735 463.88458442687988
leaf_count=4666 2593 565 57 18 51 3242 2286
internal_value=-6.39649e-05 0.00160222 -0.00278825 -0.00145741 0.00210832 -0.000827745 -0.00352249
internal_weight=3676.48 1674.37 173.054 2002.11 1501.31 1534.3 467.815
internal_count=13478 5339 622 8139 4717 5835 2304
is_linear=0
shrinkage=0.0168881


Tree=276
num_leaves=8
num_cat=0
split_feature=40 95 95 41 95 131 126
split_gain=23.0205 12.7279 11.3192 9.82688 7.99508 7.73785 4.57578
threshold=2.6350000000000002 -1.0000000180025095e-35 18.750000000000004 1.885 -8.2499999999999964 1.2680000000000002 2.2110000000000007
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=-0.0036304296440194499 -0.005132334234391616 0.0013994814663974033 0.011441866237224907 0.00055524827046674486 -0.0022386148886278114 0.00043699024076836331 0.00074953251225665627
leaf_weight=265.87869620323181 236.81563821434975 2203.9813181310892 32.483795076608658 401.59917131066322 691.22175173461437 556.41954261064529 44.861140370368958
leaf_count=826 880 6199 89 1173 2287 1852 172
internal_value=5.13941e-05 0.000934545 0.00154536 -0.00111201 -0.00162556 -0.00104534 -0.00419547
internal_weight=4433.26 2903.94 2236.47 667.478 1529.32 1247.64 281.677
internal_count=13478 8287 6288 1999 5191 4139 1052
is_linear=0
shrinkage=0.0168881


Tree=277
num_leaves=8
num_cat=0
split_feature=53 122 141 99 48 149 16
split_gain=9.15432 10.6941 7.52508 7.43958 7.37135 6.48566 6.44345
threshold=3.3250000000000006 1.0250000000000001 -2.3664999999999998 0.84807692307692317 3.1050000000000004 0.48150423393478953 2.5000000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 3 5 -2 -4 -1 -3
right_child=1 6 4 -5 -6 -7 -8
leaf_value=-0.01008073526266293 0.0097397661420805352 0.0006951209374460904 -0.00014329333713984025 -0.00097601253974140495 -0.0070262084350434587 0.012297189512773841 -0.017921805927242164
leaf_weight=4.4035345613956478 80.522006154060364 106.15492901206017 4548.3502692580223 23.976559013128281 44.815079882740974 22.882009983062744 5.5808208286762229
leaf_count=13 215 284 12673 64 151 63 15
internal_value=1.0182e-06 0.00339728 -0.00015792 0.00728086 -0.000210455 0.00868473 -0.000234548
internal_weight=4836.69 216.234 4620.45 104.499 4593.17 27.2855 111.736
internal_count=13478 578 12900 279 12824 76 299
is_linear=0
shrinkage=0.0168881


Tree=278
num_leaves=8
num_cat=0
split_feature=95 36 92 95 34 1 80
split_gain=28.5202 15.7969 9.82786 8.902 7.07577 7.67939 6.93691
threshold=1.5000000000000007 3.5050000000000003 0.81416666666666682 -15.749999999999996 1.1950000000000001 1641.0272925878542 0.049926622243376156
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=0.0079433907226506648 -0.0058181470895332932 -0.0022365768347264513 0.024441834720378416 0.0013196068333898899 0.0012931031671419846 0.012132715706681148 -0.0024472104393690268
leaf_weight=59.524190604686737 196.21193984150887 439.67879630625248 3.9734687805175772 2081.8604653179646 176.5543722063303 7.0398885309696189 710.52552199363708
leaf_count=167 925 1936 18 6853 693 30 2856
internal_value=-6.33386e-05 0.000902825 -0.00199757 0.00150374 -0.00235401 -0.00519626 -0.00170275
internal_weight=3675.37 2585.04 443.652 2141.38 1090.33 203.252 887.08
internal_count=13478 8974 1954 7020 4504 955 3549
is_linear=0
shrinkage=0.0168881


Tree=279
num_leaves=8
num_cat=0
split_feature=42 49 7 96 52 14 6
split_gain=25.0494 13.6186 12.2508 11.0757 10.7726 9.56486 8.29632
threshold=3.1350000000000002 2.0950000000000002 30.163291045248005 2.5000000000000004 2.3050000000000002 0.45000000000000007 1485.962350406817
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=-0.0032229775858306844 0.011144174430291587 -0.0012873761547437369 0.0095059086288705047 -0.00053405065465897135 0.0013639474290446116 0.0027671119046861971 -0.0014524007008835035
leaf_weight=771.99514818191528 41.622999876737595 661.20476502180099 47.914166495203972 1006.5595707893372 1289.4213426411152 589.08570346236229 33.461653620004654
leaf_count=2619 119 2020 138 3246 3663 1624 98
internal_value=8.61409e-05 0.00116274 -0.00140803 -0.00170121 0.000465214 0.00331999 0.00499957
internal_weight=4441.27 2581.33 1859.93 1778.55 1950.63 630.709 81.3758
internal_count=13527 7426 6101 5865 5683 1743 236
is_linear=0
shrinkage=0.0168881


Tree=280
num_leaves=7
num_cat=0
split_feature=86 78 28 141 56 142
split_gain=10.4041 10.2363 9.64867 8.28602 7.33781 4.97732
threshold=3.0568733153638816 3.2071428571428577 3.7888888888888892 -0.27149999999999996 2.6450000000000005 1.7950000000000002
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=-1.8789534876566987e-05 -0.003082150144387342 0.017038015500016164 -0.00026046037953918563 0.002436515581199256 -0.011084744153443089 0.0042094173250929881
leaf_weight=718.26120120286942 449.45191395282745 7.6527934968471518 2769.9422001838684 862.98889970779419 17.977912068367004 28.383781105279922
leaf_count=1976 1296 22 7724 2375 52 82
internal_value=6.79591e-06 -0.00233859 0.000267413 0.00132121 -0.000330271 -0.00264897
internal_weight=4854.66 485.488 4369.17 1581.25 2787.92 477.836
internal_count=13527 1400 12127 4351 7776 1378
is_linear=0
shrinkage=0.0168881


Tree=281
num_leaves=8
num_cat=0
split_feature=95 34 7 9 95 49 28
split_gain=30.7577 22.8082 13.9462 11.7026 10.5125 7.90764 7.83968
threshold=-6.7499999999999973 1.6850000000000003 -34.810055151307658 1.8452380952380956 -15.749999999999996 1.6850000000000003 1.8944444444444446
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=-0.010236589444764476 0.0098726700735686634 -0.00044274582460776155 -0.0028866613528156638 0.0025981750237595021 0.0074039470301365817 0.0016888156528669079 0.01105363999108701
leaf_weight=5.3373482227325431 24.947744771838188 1365.3500476628542 1180.2978577911854 490.64156819880009 80.572441548109055 482.97988168895245 64.892551749944687
leaf_count=15 89 4745 5138 1616 244 1498 182
internal_value=-0.000112473 -0.000813567 -0.00262253 0.000361125 0.00327385 0.00250597 0.00943524
internal_weight=3695.02 3061.24 1205.25 1855.99 633.782 563.552 70.2299
internal_count=13527 11588 5227 6361 1939 1742 197
is_linear=0
shrinkage=0.0168881


Tree=282
num_leaves=8
num_cat=0
split_feature=42 99 78 95 127 54 100
split_gain=24.3213 13.0004 11.5875 10.9826 9.15932 8.64419 6.17675
threshold=3.1350000000000002 0.6858552631578948 3.0333333333333337 -8.2499999999999964 2.7070000000000003 1.6650000000000003 0.36500000000000005
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=0.0093522783622313702 0.00015941843574059433 0.0021068184529873264 -0.011849428541863459 -0.00093789253034679693 0.012047490919773038 0.010558812591929685 -0.004694206702165386
leaf_weight=9.1986569166183454 1263.0964640974998 1259.7561281919479 23.339946925640106 1530.6393234580755 15.65029990673065 35.485582441091537 302.8026008605957
leaf_count=36 3651 3610 66 4898 45 99 1122
internal_value=8.35973e-05 0.00114406 -5.84424e-05 -0.00138966 -0.000806447 0.0023384 -0.00427999
internal_weight=4439.97 2581.68 1286.44 1858.29 1546.29 1295.24 312.001
internal_count=13527 7426 3717 6101 4943 3709 1158
is_linear=0
shrinkage=0.0168881


Tree=283
num_leaves=7
num_cat=0
split_feature=86 78 28 130 56 53
split_gain=10.1609 9.99526 9.41596 13.5871 7.1909 5.32275
threshold=3.0568733153638816 3.2071428571428577 3.7888888888888892 2.0500000000000003 2.6450000000000005 2.2050000000000005
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=0.0017649472736690922 -0.0039869739299992846 0.016800943966138723 -0.00025580839835028711 -0.0040394321015110347 -0.010988763704281666 -0.00029519408019553872
leaf_weight=1456.6105080842972 300.39742633700371 7.6808052062988272 2769.601370960474 124.88026934862137 17.918737381696701 177.04917657375336
leaf_count=4001 881 22 7724 350 52 497
internal_value=8.2423e-06 -0.00231051 0.000265718 0.0013066 -0.000324812 -0.00261802
internal_weight=4854.14 485.127 4369.01 1581.49 2787.52 477.447
internal_count=13527 1400 12127 4351 7776 1378
is_linear=0
shrinkage=0.0168881


Tree=284
num_leaves=8
num_cat=0
split_feature=36 123 39 39 39 5 123
split_gain=29.4353 11.967 11.7368 7.76903 5.93764 6.45781 5.54753
threshold=3.5050000000000003 2.0250000000000004 0.42976513239726083 0.33000569704556038 0.23644848859174913 1486.2707333592127 0.60550000000000004
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=-0.00020256992023869069 -0.0082457948691619463 0.009089506112167349 0.0024892110522386789 0.0022944763550191987 0.014302217341456406 -0.0020084496746755509 -0.0089662154617779297
leaf_weight=1962.5650669634342 50.324502184987068 72.284332245588303 604.22257032990456 142.82763695716858 3.0747667104005805 799.71536426246166 58.583970054984093
leaf_count=6900 218 245 1766 426 17 3636 319
internal_value=-0.000111329 0.000751735 0.000431067 0.00457794 -0.00274485 -0.00237775 -0.00780543
internal_weight=3693.6 2781.9 2566.79 215.112 911.699 850.04 61.6587
internal_count=13527 9337 8666 671 4190 3854 336
is_linear=0
shrinkage=0.0168881


Tree=285
num_leaves=8
num_cat=0
split_feature=42 95 53 127 122 95 100
split_gain=23.5937 10.7444 9.8649 8.93329 6.93594 6.90601 6.05197
threshold=3.1350000000000002 -8.2499999999999964 2.0350000000000006 2.7070000000000003 1.1290000000000002 9.75 0.36500000000000005
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=0.009231166983405991 0.0020754713547356772 -0.00092440426914169253 -0.0013217484033514579 0.01188954998912204 0.0010705770685599319 0.0065197866967045444 -0.0046460346614390809
leaf_weight=9.2359315603971464 566.86530682444572 1529.8097950518131 454.85995951294899 15.675584405660627 1439.4483706653118 121.0170236825943 301.9330665320158
leaf_count=36 1589 4898 1382 45 4124 331 1122
internal_value=8.11152e-05 -0.0013709 0.00112516 -0.000794417 0.000496121 0.00285738 -0.00423405
internal_weight=4438.85 1856.65 2582.19 1545.49 1894.31 687.882 311.169
internal_count=13527 6101 7426 4943 5506 1920 1158
is_linear=0
shrinkage=0.0168881


Tree=286
num_leaves=8
num_cat=0
split_feature=52 95 115 29 103 101 123
split_gain=9.08407 7.024 6.76837 6.76468 6.34488 9.18495 5.85211
threshold=2.3950000000000005 -3.75 1.0500000000000003 1.5357142857142858 0.7945000000000001 3.3650000000000007 2.4060000000000001
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=0.0021805827746654606 -0.0017828141651006772 -0.0033815602366819146 -0.0020988490841325246 0.0015820661372645893 0.00016777693541499981 0.012815767738311985 -0.0094458372491291621
leaf_weight=146.38797464966774 1110.1801688075066 82.326882034540176 376.51147055625916 1603.463950753212 1504.1219245195389 12.428915172815321 18.278598070144653
leaf_count=398 3131 234 1033 4398 4245 35 53
internal_value=9.69982e-06 0.00080923 -0.000900756 0.00133965 -0.000657931 -0.00162116 5.23342e-05
internal_weight=4853.7 2208.69 522.899 1685.79 2645.01 1122.61 1522.4
internal_count=13527 6063 1431 4632 7464 3166 4298
is_linear=0
shrinkage=0.0168881


Tree=287
num_leaves=8
num_cat=0
split_feature=42 119 97 42 27 29 1
split_gain=29.147 11.2669 10.9868 6.58564 7.16586 6.34607 5.06738
threshold=3.6350000000000002 3.2250000000000005 3.5000000000000004 5.7150000000000007 0.44414285714285723 7.8452380952380958 1430.9302281483838
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=-0.00046458460884053548 -0.0017259651627265337 -0.0047455008551235888 0.0018152954926261141 2.1637842256881999e-05 -0.0066194851351692027 0.021845464036581167 0.015215709935590932
leaf_weight=1068.3489324599504 977.48965972661972 4.3409788012504604 1383.5521174073219 63.758771196007729 169.5390170365572 3.2681057602167121 22.002979665994644
leaf_count=3665 4121 14 4393 340 916 13 65
internal_value=-0.000110273 0.000939934 0.00082189 -0.00225408 -0.00480441 -0.00164739 0.0119255
internal_weight=3692.3 2478.25 2451.9 1214.06 233.298 980.758 26.344
internal_count=13527 8137 8058 5390 1256 4134 79
is_linear=0
shrinkage=0.0168881


Tree=288
num_leaves=8
num_cat=0
split_feature=40 95 35 40 120 133 137
split_gain=26.6642 17.3102 10.702 7.24452 6.13276 5.60429 2.64252
threshold=2.6350000000000002 -3.75 8.1550000000000029 4.9450000000000012 2.1055000000000006 1.1835000000000002 29.950000000000003
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=-0.0059399134350953155 -0.0017882904005142308 0.0012720155426612252 0.010693148961005251 -0.0065073183079889952 0.0033671531321131857 -0.0012539800602989696 0.0076044248972615934
leaf_weight=98.377291113138199 1353.4852728694677 2466.4795679450035 34.876009464263916 107.455610871315 69.169415473937988 279.99238240718842 3.9209844917058936
leaf_count=303 4535 6960 100 454 225 855 17
internal_value=-6.39021e-05 0.000894132 0.00140338 -0.00186236 -0.00153762 -0.00247241 -0.00601028
internal_weight=4413.76 2879.73 2501.36 1534.03 1422.65 378.37 111.377
internal_count=13449 8218 7060 5231 4760 1158 471
is_linear=0
shrinkage=0.0168881


Tree=289
num_leaves=8
num_cat=0
split_feature=86 137 132 42 131 113 10
split_gain=7.53215 6.80639 7.08517 6.03764 5.42258 5.28192 2.76096
threshold=3.0919661733615227 2.8500000000000001 2.1835000000000004 10.775000000000002 0.31650000000000006 0.59050000000000014 1.0690476190476195
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=0.0068415490473959775 -0.002787521190392721 0.00010047207955739249 -0.01434911047297205 -0.00697387271172158 -0.0012570305734911635 -0.007931486272557629 -0.017849019265829037
leaf_weight=64.735322326421738 5.5565011203289023 4268.512640953064 4.8354417681694022 34.68726110458374 400.80513571202755 36.934271454811096 9.2687526345252973
leaf_count=179 16 11830 14 116 1159 108 27
internal_value=-8.64834e-05 0.000128166 0.00536832 4.34411e-05 -0.00216052 -0.00182025 -0.0122058
internal_weight=4825.34 4372.77 69.5708 4303.2 452.565 437.739 14.8253
internal_count=13449 12139 193 11946 1310 1267 43
is_linear=0
shrinkage=0.0168881


Tree=290
num_leaves=8
num_cat=0
split_feature=34 7 143 36 109 90 6
split_gain=25.8176 13.7359 7.94965 7.37988 6.66581 6.45568 5.5905
threshold=2.0250000000000004 -39.767308124466233 -1.0000000180025095e-35 1.1650000000000003 5.5000000000000009 -0.22458333333333322 1516.4348052485436
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=-0.011382746130918699 -0.0044430040512308854 -0.0013986664071613589 0.013369028614071113 0.0022229931323425427 0.010970061502386977 0.010501282887133558 0.00017357197636262497
leaf_weight=4.2885977625846889 10.082598209381102 1909.3260343372822 26.953004986047745 1075.0264419317245 12.507774293422697 45.164541721343994 586.90189410746098
leaf_count=15 27 7880 89 3474 48 121 1795
internal_value=0.000190555 -0.00113757 0.00997046 0.00170114 -0.00131815 0.0077735 0.00149926
internal_weight=3670.25 1953.08 31.2416 1717.18 1921.83 55.2471 1661.93
internal_count=13449 8032 104 5417 7928 148 5269
is_linear=0
shrinkage=0.0168881


Tree=291
num_leaves=8
num_cat=0
split_feature=95 85 35 93 99 0 142
split_gain=24.5381 13.0564 11.917 6.98517 6.33132 6.28692 6.18807
threshold=-1.0000000180025095e-35 0.26550368550368558 8.1550000000000029 12.900000000000002 0.6043478260869567 1339.545666356307 -1.3404999999999998
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=-0.010664018595438836 0.00046979759536591758 -0.010514901528795225 0.010680207034357642 -0.0023006599444802553 0.00041983555661057845 -0.0029873035163704626 0.0070404067155243723
leaf_weight=32.612776771187782 2788.2402527779341 6.0175119638442984 32.987749606370926 521.04150088131428 458.8195712864399 454.47111782431602 117.98679108917713
leaf_count=124 8183 17 95 1670 1474 1553 333
internal_value=-6.38887e-05 0.000824944 0.000589194 -0.00184844 -0.00102676 -0.00350135 0.00618829
internal_weight=4412.18 2945.23 2821.23 1466.94 979.861 487.084 124.004
internal_count=13449 8628 8278 4821 3144 1677 350
is_linear=0
shrinkage=0.0168881


Tree=292
num_leaves=7
num_cat=0
split_feature=49 120 3 132 10 127
split_gain=6.77683 7.12596 10.8127 7.06291 5.30217 5.42425
threshold=2.9750000000000005 1.9500000000000002 1544.8436762414428 2.2360000000000002 4.3000000000000007 0.56350000000000011
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=0.0038260963666497667 0.00098847850955141744 0.0017962633012499063 -0.010026182569995283 0.010085655415715976 0.01450188046229689 -0.00064678084533757263
leaf_weight=79.21871280670166 1390.4086032509804 46.677027583122253 41.83793580532074 24.77494141459465 6.6969230771064749 3235.1389168202877
leaf_count=223 3757 127 115 67 19 9141
internal_value=-8.36264e-05 0.00085699 -0.00379153 0.00114776 -0.000509524 -0.000539864
internal_weight=4824.75 1503.7 88.515 1415.18 3321.05 3314.36
internal_count=13449 4066 242 3824 9383 9364
is_linear=0
shrinkage=0.0168881


Tree=293
num_leaves=8
num_cat=0
split_feature=34 85 0 85 36 91 41
split_gain=25.0269 15.0073 9.81711 7.80688 6.96933 6.82399 0.926622
threshold=2.0250000000000004 -0.41468085106382974 1355.3216448202309 0.48588235294117649 1.1650000000000003 -0.26791666666666664 1.8950000000000002
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=0.019643415341874169 0.0076623872168160292 0.0071268091686521318 -0.0015220089127752044 -0.0059488706442769046 0.0015642150435047307 0.0046235681415321989 -0.016614404117924954
leaf_weight=11.687753930687903 55.239489108324051 38.195313811302185 1868.426021233201 3.5446462333202344 1652.9277907907963 32.972342878580093 6.7917064726352692
leaf_count=43 148 134 7732 12 5236 123 21
internal_value=0.000186766 -0.00112205 -0.00134873 0.00167288 0.00176144 0.00855496 -0.0129595
internal_weight=3669.79 1951.28 1906.62 1718.5 1708.17 44.6601 10.3364
internal_count=13449 8032 7866 5417 5384 166 33
is_linear=0
shrinkage=0.0168881


Tree=294
num_leaves=8
num_cat=0
split_feature=40 95 95 114 85 120 85
split_gain=25.3745 16.6182 9.73833 8.77075 9.09275 8.77483 6.26913
threshold=2.6350000000000002 -3.75 20.250000000000004 0.45000000000000007 -0.12344827586206894 2.1055000000000006 -0.37141065830721004
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=-0.014817217815517307 -0.006866811195325174 0.001268573260223967 0.012487196811920993 -0.0026759589052934938 0.0026523674175968032 0.0036073934745503014 -0.0020493004345674124
leaf_weight=11.307005167007445 33.590419411659241 2479.9078706800938 22.266773641109467 1237.2415349036455 193.3488202393055 66.809574335813522 366.49938161671162
leaf_count=36 116 6999 61 4226 669 220 1122
internal_value=-6.39801e-05 0.000869924 0.00136842 -0.00182078 0.00124327 -0.00235403 -0.00243149
internal_weight=4410.97 2879.98 2502.17 1530.99 226.939 1304.05 377.806
internal_count=13449 8218 7060 5231 785 4446 1158
is_linear=0
shrinkage=0.0168881


Tree=295
num_leaves=8
num_cat=0
split_feature=29 8 52 39 135 29 145
split_gain=6.20426 7.6748 7.14938 6.50554 5.40093 5.11037 4.10889
threshold=3.8166666666666669 2.7238095238095243 3.8650000000000007 0.11797466481144746 -0.50549999999999995 3.7888888888888892 0.17305000000000001
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=0.00068160867580219274 0.0018477794336636286 0.0083635693859152524 0.0048665402816862819 -0.0056489866612738178 -0.00067527145678135153 0.0042301067534187995 -0.0081944937861875185
leaf_weight=1644.793349146843 266.42519029974937 10.671310335397719 7.9511150717735282 82.448695465922356 2636.9778505861759 124.51838502287865 50.399644359946251
leaf_count=4570 744 32 25 241 7332 344 161
internal_value=-8.11082e-05 0.000682632 -0.000561377 -0.0040429 -0.00044374 0.000931355 -0.00641431
internal_weight=4824.19 1862.43 2961.75 93.12 2903.4 1769.31 58.3508
internal_count=13449 5187 8262 273 8076 4914 186
is_linear=0
shrinkage=0.0168881


Tree=296
num_leaves=8
num_cat=0
split_feature=39 7 55 31 31 113 149
split_gain=21.2026 9.39167 9.27811 8.21238 6.04968 6.60147 6.39475
threshold=0.38923890768262753 -39.767308124466233 1.2850000000000004 0.12352614787071711 0.25824574121058358 0.76350000000000018 0.60980563244674457
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=0.013475603103035709 0.003147874512593346 0.00072295670305603773 0.00061808516569025914 -0.0013504386376137012 -0.0029231163737365538 0.018975172371633139 -0.002444368459065269
leaf_weight=26.295494183897972 817.80259120464325 769.90230269730091 40.92120435833931 1863.7089919149876 83.794458717107773 4.1188797056674948 62.792903542518616
leaf_count=81 2445 3088 134 7250 249 12 190
internal_value=0.000183554 -0.000585191 0.0056484 -0.000744299 0.00232734 -0.00189682 0.00274908
internal_weight=3669.34 2700.83 67.2167 2633.61 968.509 87.9133 880.595
internal_count=13449 10553 215 10338 2896 261 2635
is_linear=0
shrinkage=0.0168881


Tree=297
num_leaves=8
num_cat=0
split_feature=85 40 85 95 11 35 110
split_gain=21.8854 21.2252 12.5422 7.9237 5.89614 5.57194 4.01314
threshold=-0.32858505564387913 2.2150000000000003 0.24397849462365598 -8.2499999999999964 2.3095238095238098 3.2250000000000005 13.850000000000003
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=-0.0063465633429501756 0.0010927232390351496 -0.003345661192668829 0.0067989758299851297 -0.00055129211471811358 -0.0076260812340957834 0.01424034611135379 -0.017590077022861191
leaf_weight=143.52360339462757 1803.1117625385523 338.30746707320213 116.98871029913425 2002.9714182317257 5.9457821547985059 7.5334993153810501 9.6666867136955243
leaf_count=455 5058 1246 322 6355 19 22 29
internal_value=-0.00011052 0.000124278 0.00144041 -0.00095508 -0.00611395 0.00459317 -0.00705624
internal_weight=4428.05 4261.38 1920.1 2341.28 166.67 13.4793 153.19
internal_count=13506 12981 5380 7601 525 41 484
is_linear=0
shrinkage=0.0168881


Tree=298
num_leaves=7
num_cat=0
split_feature=49 77 6 137 53 136
split_gain=9.14774 6.95174 6.82981 6.64671 6.84543 6.69375
threshold=2.8950000000000005 1.0000000180025095e-35 1473.6601804893637 3.9500000000000006 2.5450000000000004 2.8500000000000001
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=0.017524370098591868 0.012496523035852129 -0.0037916527050898098 -0.00026809946080524205 -0.014250176686716161 0.0028406608997151761 0.00080351395165263154
leaf_weight=6.1478252261877051 23.473439693450928 165.48242193460464 3024.2382465600967 8.4743956625461561 194.20542639493942 1421.6808404922485
leaf_count=18 64 478 8547 23 525 3851
internal_value=0.000110675 -0.000416321 -0.000450909 0.00113277 0.00388203 0.000714294
internal_weight=4843.7 3195.87 3189.72 1647.83 217.679 1430.16
internal_count=13506 9043 9025 4463 589 3874
is_linear=0
shrinkage=0.0168881


Tree=299
num_leaves=8
num_cat=0
split_feature=34 95 85 143 147 85 1
split_gain=28.6194 10.934 10.2771 9.73366 7.46882 7.23441 4.73176
threshold=2.0250000000000004 -6.7499999999999973 -0.34020373514431235 2.4835000000000007 0.40281214142283422 0.11128054740957956 1594.5342092187218
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=0.016110322139812727 0.0017643183002657645 0.0048588551324216869 -0.0020278558700009049 0.021664511446184104 0.0017778586976193217 -0.0024605890170295969 0.0041353516327198182
leaf_weight=11.107631161808966 1570.4893212467432 64.077312514185905 1739.9607036709785 10.033817112445833 156.23459745943546 124.77250055968761 7.8182937502861014
leaf_count=37 4942 246 7301 29 533 396 22
internal_value=-1.26652e-05 -0.00140017 -0.00178323 0.001584 0.00272937 0.00145335 0.0139892
internal_weight=3684.49 1971.38 1804.04 1713.11 167.342 1695.26 17.8521
internal_count=13506 8117 7547 5389 570 5338 51
is_linear=0
shrinkage=0.0168881


Tree=300
num_leaves=8
num_cat=0
split_feature=40 119 41 11 40 37 136
split_gain=20.7836 7.22684 6.17637 5.86149 5.52517 5.06562 2.81083
threshold=2.1650000000000005 2.2915000000000005 3.2650000000000001 2.6214285714285719 3.4850000000000008 0.31312278975662694 4.1500000000000012
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=-0.007065991404111821 -0.00043902808558997543 -0.0046938747526106646 0.0022751240893759167 0.011278179625318352 -0.0025186903969970759 0.0012400860047828762 0.017105458633385195
leaf_weight=21.180480718612671 1888.2842791974545 196.39529632031918 5.7117407917976371 6.7782900333404532 451.48231482505798 1846.6605634391308 10.093575060367582
leaf_count=77 5845 667 17 22 1695 5153 30
internal_value=-0.000109684 -0.00110564 0.00123486 -0.00416088 -0.000840331 0.00114588 0.0117477
internal_weight=4426.59 2542.94 1883.65 203.174 2339.77 1867.84 15.8053
internal_count=13506 8229 5277 689 7540 5230 47
is_linear=0
shrinkage=0.0168881


Tree=301
num_leaves=8
num_cat=0
split_feature=49 127 84 132 27 118 111
split_gain=8.89821 10.1243 7.16051 6.79951 6.85626 6.55588 6.51455
threshold=2.8950000000000005 0.7320000000000001 0.061458333333333302 1.7640000000000002 0.52118055555555565 1.0000000180025095e-35 27.050000000000004
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=0.0036724391638956011 0.0014942063920704259 -0.016202637396425322 -0.0075245081099081096 0.0051957142164532769 -0.0010410329476442568 -0.00064398777920926281 -0.015686824379464753
leaf_weight=229.17364445328712 1076.1899127662182 7.7444097101688376 17.534456729888916 143.33849456906319 424.13138571381569 2940.9121423661709 4.3904693424701682
leaf_count=646 2913 22 50 389 1149 8325 12
internal_value=0.000109965 -0.000409885 0.00287652 0.0011179 0.000777494 -0.000684861 0.0045749
internal_weight=4843.41 3195.36 246.708 1648.05 1500.32 2948.66 147.729
internal_count=13506 9043 696 4463 4062 8347 401
is_linear=0
shrinkage=0.0168881


Tree=302
num_leaves=8
num_cat=0
split_feature=34 0 13 9 35 4 53
split_gain=27.8823 8.44501 8.42711 7.46012 7.07908 7.03835 5.46934
threshold=2.0150000000000001 1317.3230682142541 0.45000000000000007 3.4833333333333338 3.2750000000000004 1452.6602123409982 2.1650000000000005
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=-0.0020695700257562684 0.00078044879523935125 -0.0010504777292340125 -0.0043898401033305497 0.006295183094374171 0.0032480278897759471 0.028259730642681054 0.026213147593362605
leaf_weight=3.8667886257171613 1269.2116905450821 1690.2594041079283 247.04301534593105 13.748724013566973 448.8738397359848 5.0048644989728928 5.5096434056758872
leaf_count=14 4137 6994 1010 39 1278 17 17
internal_value=-1.2774e-05 -0.00140103 -0.00147632 0.00154234 0.00142515 0.015038 0.0119951
internal_weight=3683.52 1946.17 1937.3 1737.34 1718.09 8.87165 19.2584
internal_count=13506 8035 8004 5471 5415 31 56
is_linear=0
shrinkage=0.0168881


Tree=303
num_leaves=8
num_cat=0
split_feature=34 85 85 85 27 34 90
split_gain=22.1677 13.3149 11.9841 10.9945 9.0061 7.94139 3.92839
threshold=1.6850000000000003 -0.13913109756097558 -0.32270270270270268 0.24397849462365598 0.40788888888888891 5.2750000000000012 -0.60083333333333322
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=0.0074343549315546908 0.0088927158946910285 0.0013447601838057132 -0.00075536335667493188 0.0067686315129702425 -0.0038880070769865519 -0.0058801224712715407 -0.0077845438980114721
leaf_weight=22.319684952497482 4.2123625874519339 1665.3331111073494 2242.3875286728144 113.88326898217201 195.77623137831688 89.692096561193466 91.486796602606773
leaf_count=62 15 4653 7218 312 552 386 308
internal_value=-0.000108666 0.00120917 -0.00119285 0.00169194 -0.00272917 -0.000952473 -0.00705019
internal_weight=4425.09 1997.31 2427.78 1779.22 218.096 2332.08 95.6992
internal_count=13506 5579 7927 4965 614 7604 323
is_linear=0
shrinkage=0.0168881


Tree=304
num_leaves=8
num_cat=0
split_feature=38 149 11 27 135 121 7
split_gain=8.06447 8.24804 7.83225 7.70774 8.31284 6.19317 5.72564
threshold=0.25041939161040505 0.54150293202056043 3.2071428571428577 0.52894444444444455 0.9125000000000002 2.5855000000000006 -57.374403683371376
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=0.0094068274137133635 0.0011723923030215785 -0.0021135028543157451 0.0099879738174217317 -0.00092239552342310803 0.0150375288078884 -0.0058015251595833614 0.0003385321937955007
leaf_weight=20.590035527944565 2396.5249041318893 907.31919905543327 15.513598650693892 898.09562493860722 9.4049929082393628 36.87563344836235 558.7381699681282
leaf_count=60 6597 2606 44 2476 26 104 1593
internal_value=0.00010922 -0.000918514 -0.00191004 0.000571324 -0.000756962 0.0010667 0.000660877
internal_weight=4843.06 1502.16 922.833 3340.9 907.501 2433.4 579.328
internal_count=13506 4303 2650 9203 2502 6701 1653
is_linear=0
shrinkage=0.0168881


Tree=305
num_leaves=8
num_cat=0
split_feature=34 85 95 143 85 2 1
split_gain=27.1116 10.3775 9.86096 9.37096 6.81959 5.40807 2.47234
threshold=2.0150000000000001 0.45651821862348174 -6.7499999999999973 2.4835000000000007 0.11128054740957956 -148.41889230920512 1423.1907926138897
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=0.0027862869176340358 0.0016925345563320029 -0.00026532928478562409 -0.0015773139409652266 0.0063274749102874535 -0.0023789744004294273 0.025389166572653225 -0.011930796316889038
leaf_weight=161.36476624011993 1593.6957741379738 6.1751505285501471 1744.3104768842459 11.04087743163109 126.65028826892376 6.9016269445419303 32.347102478146553
leaf_count=550 5017 28 7314 31 403 20 143
internal_value=-1.30558e-05 -0.00138325 -0.00120781 0.00151943 0.00139278 0.0136612 -0.0100615
internal_weight=3682.49 1944.2 1905.68 1738.29 1720.35 17.9425 38.5223
internal_count=13506 8035 7864 5471 5420 51 171
is_linear=0
shrinkage=0.0168881


Tree=306
num_leaves=8
num_cat=0
split_feature=85 40 85 35 4 99 52
split_gain=15.6027 14.1632 13.5229 6.46431 5.4913 7.89521 4.33092
threshold=-0.34582417582417579 3.2050000000000005 0.25519181585677758 4.3750000000000009 1469.9631321623763 0.30384615384615393 3.5650000000000004
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=0.021740711496278455 0.00026988901092547314 -0.0016908151685003133 0.0051486965013094899 -0.008283038687800285 -0.0080199330058403993 -0.0026988824970136395 0.010035998572290875
leaf_weight=4.2814953923225394 3397.8993317633867 662.01499158143997 170.14839711785316 45.332524642348289 107.16956500709057 31.541577532887459 3.9262978583574286
leaf_count=13 9962 2383 485 200 345 98 12
internal_value=-0.000116193 6.97565e-05 0.00050255 -0.00211334 -0.00552755 0.000221524 -0.00738157
internal_weight=4422.31 4275.4 3568.05 707.348 146.919 35.8231 111.096
internal_count=13498 13030 10447 2583 468 111 357
is_linear=0
shrinkage=0.0168881


Tree=307
num_leaves=8
num_cat=0
split_feature=86 50 149 39 85 86 148
split_gain=11.3979 7.29291 9.7202 6.83685 6.54079 11.198 6.32739
threshold=3.0987804878048784 1.3050000000000004 0.57302186860974946 0.090162050421403919 -0.082040510127531843 1.7321428571428574 0.30672192291753003
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=0.012608996105865232 -0.0034441823667040747 0.01106509888606296 0.0034881707754678584 -0.0054966419013189674 -7.0777926161834525e-05 0.0015000373534833184 0.0025636615065099859
leaf_weight=27.004126936197281 134.51662120223045 7.3849023282527915 100.99905890226364 189.51588873565197 3477.3077310323715 621.74758744239807 281.03751611709595
leaf_count=74 382 23 286 565 9691 1717 760
internal_value=0.000139798 -0.00247668 -0.000471192 -0.00487535 0.000396528 0.00196249 0.000126211
internal_weight=4839.51 432.416 235.516 196.901 4407.1 648.752 3758.35
internal_count=13498 1256 668 588 12242 1791 10451
is_linear=0
shrinkage=0.0168881


Tree=308
num_leaves=8
num_cat=0
split_feature=36 35 9 27 29 120 147
split_gain=23.9394 12.694 14.7392 8.47591 5.41583 6.92939 4.49569
threshold=3.4450000000000007 4.0750000000000011 3.9666666666666672 0.5870714285714288 6.1833333333333345 2.5280000000000005 0.48544710124560408
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=0.00045791970144651068 -0.0022024228733585516 0.0094555681147014646 0.031301314039679881 9.6765148966384176e-05 0.0076157424407825051 -0.013485046615904051 -0.0060876409440260466
leaf_weight=2605.5896844267845 816.41265864670277 77.450506299734116 4.4261955022811881 42.889211982488632 28.275994852185249 5.2644134759902945 94.818019047379494
leaf_count=8789 3757 209 13 116 126 26 462
internal_value=-4.4267e-05 0.000757509 0.000510238 0.00612029 -0.0023614 0.00430302 -0.00260673
internal_weight=3675.13 2730.36 2610.02 120.34 944.771 33.5404 911.231
internal_count=13498 9127 8802 325 4371 152 4219
is_linear=0
shrinkage=0.0168881


Tree=309
num_leaves=8
num_cat=0
split_feature=85 99 0 85 4 99 125
split_gain=15.2302 14.0907 16.414 6.81138 5.38761 7.67657 5.03097
threshold=-0.34582417582417579 0.64495798319327746 1547.2769681874859 -0.20436657681940704 1469.9631321623763 0.30384615384615393 2.2250000000000005
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=0.021368458188268189 -0.0057188203373527546 -0.00016333380402372446 0.0026810109420881143 -0.00083715457559754749 -0.0080358328805600933 -0.00266604610280047 0.010547423153216728
leaf_weight=4.3082849085330954 85.597993433475494 1555.7326278686523 921.32075378298759 1711.9153011441231 106.40114650130272 31.503468573093414 4.322538509964942
leaf_count=13 266 4841 2651 5272 343 98 14
internal_value=-0.000114919 6.86001e-05 0.000894588 -0.00106963 -0.00546849 0.00022483 -0.00731012
internal_weight=4421.1 4274.57 2477.05 1797.51 146.535 35.8118 110.724
internal_count=13498 13030 7492 5538 468 111 357
is_linear=0
shrinkage=0.0168881


Tree=310
num_leaves=8
num_cat=0
split_feature=86 50 149 137 39 137 130
split_gain=11.1265 7.14588 9.50422 6.89672 6.68116 6.40479 6.16191
threshold=3.0987804878048784 1.3050000000000004 0.57302186860974946 14.850000000000003 0.090162050421403919 14.050000000000002 2.1835000000000004
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=0.00059773866714063798 -0.003405825274330013 0.01089947707042414 0.0034489689463092234 -0.00038569638828696762 -0.0054414635404929365 0.0052175547885930946 -0.0044627092772975708
leaf_weight=3502.8133429288864 134.392448335886 7.4147081673145285 101.07478049397469 691.91307851672173 189.16430301964283 87.734576463699341 124.80346101522446
leaf_count=9728 382 23 286 1913 565 245 356
internal_value=0.000138459 -0.00244789 -0.000463287 0.000392006 -0.00482497 0.00071063 -0.00100874
internal_weight=4839.31 432.046 235.467 4407.26 196.579 3590.55 816.717
internal_count=13498 1256 668 12242 588 9973 2269
is_linear=0
shrinkage=0.0168881


Tree=311
num_leaves=8
num_cat=0
split_feature=95 26 42 42 145 127 124
split_gain=27.7513 12.804 11.1517 7.26593 6.5389 5.88153 4.35883
threshold=-2.2499999999999982 0.5395000000000002 5.7650000000000006 2.1750000000000003 0.98855000000000015 0.52800000000000014 0.63350000000000006
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=-0.0051125851191721854 -0.00012349732648758648 0.00062274854490864664 -0.0059640724209869579 0.0009982708742644654 0.013416455178480568 0.0044987214943329442 -0.0039191631857767367
leaf_weight=19.169136673212051 1744.4713213145733 68.74494394659996 98.503015115857124 899.18684624135494 12.258524894714354 343.73915621638298 487.9494463801384
leaf_count=55 6468 316 537 3013 42 997 2070
internal_value=-4.40805e-05 -0.00111369 -0.000435678 0.00197002 0.00116532 0.00399097 -0.00335825
internal_weight=3674.02 2399.67 1842.97 1274.35 911.445 362.908 556.694
internal_count=13498 9391 7005 4107 3055 1052 2386
is_linear=0
shrinkage=0.0168881


Tree=312
num_leaves=8
num_cat=0
split_feature=95 85 34 79 132 95 29
split_gain=24.1517 14.2329 12.4524 7.47622 6.80213 5.72581 5.72005
threshold=-1.0000000180025095e-35 -0.16764150943396225 3.8050000000000002 2.8207024029574863 2.9500000000000006 -14.249999999999996 2.3166666666666669
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=-0.0031074206911334504 0.0046940324118666657 0.0013361413312881877 -0.005844315675889048 -0.0064353354912938645 0.017575766250212597 -0.00011118798126532849 -0.0034720942662957843
leaf_weight=799.38699766993523 26.877465650439262 2606.0141820758581 70.752077490091324 43.832594245672226 4.5602639019489279 596.49304154515266 272.20208922028542
leaf_count=2671 78 7563 277 167 16 1912 814
internal_value=-0.000113741 0.000755931 0.00114634 -0.00190567 -0.00299006 -0.000544139 -0.00273814
internal_weight=4420.12 2975.85 2676.77 1444.27 803.947 640.326 299.08
internal_count=13498 8732 7840 4766 2687 2079 892
is_linear=0
shrinkage=0.0168881


Tree=313
num_leaves=7
num_cat=0
split_feature=27 136 149 29 133 141
split_gain=7.24058 7.09469 6.2755 6.86872 5.9752 1.92636
threshold=0.68211111111111122 10.950000000000001 0.50351689060415483 3.8944444444444448 1.7890000000000004 -1.0000000180025095e-35
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=0.0017566391166621081 -0.0061165998400027613 0.0084397922595171107 0.0008010228157522382 -0.00073091099572296597 -0.0014431212816312065 -0.01810623955679979
leaf_weight=1015.008087515831 5.5724580585956636 4.9853660166263571 1314.1963553279638 2288.1302969455719 199.09049251675606 12.218676418066023
leaf_count=2796 16 14 3673 6405 559 35
internal_value=0.000136939 -0.00936249 0.000181867 -0.000172026 0.00123192 -0.0143524
internal_weight=4839.2 22.7765 4816.43 3602.33 1214.1 17.7911
internal_count=13498 65 13433 10078 3355 51
is_linear=0
shrinkage=0.0168881


Tree=314
num_leaves=8
num_cat=0
split_feature=95 26 42 42 3 11 136
split_gain=27.0628 12.5337 10.9468 7.08904 6.83539 5.4613 3.47804
threshold=-2.2499999999999982 0.5395000000000002 5.7650000000000006 2.1750000000000003 1433.7021168463205 0.59166666666666679 3.1500000000000008
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=-0.0011050468218583805 -0.00012153439748483945 0.00067580496916132867 -0.0059203908014820433 0.003882797009268006 0.00036737760946876891 0.0047893845541679041 -0.0037706419900435046
leaf_weight=52.377399921417236 1744.2915401905775 55.762425377964973 98.067051723599434 202.89713914692402 709.06673896312714 310.87612149119377 499.74429905414581
leaf_count=151 6468 248 537 666 2389 901 2138
internal_value=-4.35344e-05 -0.00110068 -0.000430216 0.00194426 0.00114953 0.0039394 -0.00332426
internal_weight=3673.08 2397.87 1842.36 1275.22 911.964 363.254 555.507
internal_count=13498 9391 7005 4107 3055 1052 2386
is_linear=0
shrinkage=0.0168881


Tree=315
num_leaves=8
num_cat=0
split_feature=96 36 34 11 37 34 113
split_gain=20.7566 15.9337 8.41611 7.81924 7.1109 6.43368 6.18469
threshold=2.5000000000000004 5.4750000000000005 1.5050000000000001 0.79285714285714304 0.26972048286257927 5.2750000000000012 0.40950000000000003
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=-0.0050191698555844969 0.0034258993896974662 0.013239432142811461 0.00037725694836857515 0.0021682648081851898 -0.0015708967844310408 -0.0068957914725590493 0.00075883068487709964
leaf_weight=197.70776645839214 524.34031480550766 21.150255292654037 1813.8205886036158 130.26475003361702 1242.7404858916998 35.364784613251686 470.54227021336555
leaf_count=787 1441 57 5614 352 3845 149 1304
internal_value=4.77359e-05 -0.00149639 0.000912014 0.00371491 -0.0020442 0.000238149 0.0021645
internal_weight=4435.93 1591.86 2844.07 151.415 1440.45 1849.19 994.883
internal_count=13549 5041 8508 409 4632 5763 2745
is_linear=0
shrinkage=0.0168881


Tree=316
num_leaves=8
num_cat=0
split_feature=93 95 102 38 110 100 19
split_gain=7.11445 6.21686 6.1804 6.06749 5.86539 5.25578 2.39253
threshold=19.050000000000004 -17.249999999999993 1.2865000000000002 0.25255887805829141 0.8500000000000002 0.22500000000000003 1.5000000000000002
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=-0.0073789184558317195 -0.0052966568539056401 -0.00062121211081409282 0.012234770979600847 0.0010860110705835952 0.011642498925362524 -0.00078960072368695292 -0.019209757292444105
leaf_weight=44.840600669384003 7.7846842110156995 808.480135679245 5.1025195121765128 2235.1617996394634 9.7525267302989942 1741.1657952815294 6.4523697793483734
leaf_count=130 22 2304 15 6126 27 4907 18
internal_value=4.73759e-05 0.000535528 -0.00537452 0.000632515 -0.000808139 -0.000720339 -0.0116041
internal_weight=4858.74 3093.59 49.9431 3043.64 1765.16 1750.92 14.2371
internal_count=13549 8575 145 8430 4974 4934 40
is_linear=0
shrinkage=0.0168881


Tree=317
num_leaves=8
num_cat=0
split_feature=95 34 34 95 23 40 23
split_gain=20.0942 11.6216 10.3645 7.96406 7.69458 6.83631 4.03189
threshold=1.5000000000000007 3.4750000000000005 1.1950000000000001 -17.249999999999993 2.3666666666666671 2.9950000000000006 0.90000000000000013
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=0.010259278695390799 0.0093213661928368916 -0.0013893184925936797 -0.0019320044778196367 0.00010818683277502554 0.004574757079281253 0.0021436809459094972 -0.0059671681639080643
leaf_weight=22.265269666910172 5.0481008291244498 77.088763535022736 734.91105252504349 2207.8830697983503 308.88290476799011 139.68241633474827 191.36942556500435
leaf_count=65 22 217 3077 7923 860 457 928
internal_value=-0.000119867 0.000677828 -0.00206839 0.000209545 0.00338351 -0.00128104 -0.0055741
internal_weight=3687.13 2616.12 1071.01 2230.15 385.972 874.593 196.418
internal_count=13549 9065 4484 7988 1077 3534 950
is_linear=0
shrinkage=0.0168881


Tree=318
num_leaves=8
num_cat=0
split_feature=96 99 42 85 37 40 102
split_gain=20.1169 13.6205 13.5698 12.4706 7.2095 7.17767 6.0125
threshold=2.5000000000000004 0.65301003344481623 5.5450000000000008 -0.14401433691756271 0.26972048286257927 5.1750000000000007 0.10250000000000002
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=-0.0049669507322551171 -8.7391633853310514e-05 -0.0021045046823989109 0.0055603210756673387 0.0027149442258879003 -0.0014911601046342898 -0.0095816326311910557 -0.0023617343978830727
leaf_weight=197.01283812522888 1442.7095103412867 175.45511384308338 105.25495502352715 1203.1151024401188 1251.0618188679218 23.073633298277855 36.898999959230423
leaf_count=787 4350 526 285 3533 3869 99 100
internal_value=4.59737e-05 0.00089648 -0.00147526 0.00210154 -0.00196406 -0.000236864 0.00350381
internal_weight=4434.58 2844.35 1590.23 1378.57 1448.07 1465.78 142.154
internal_count=13549 8508 5041 4059 4656 4449 385
is_linear=0
shrinkage=0.0168881


Tree=319
num_leaves=8
num_cat=0
split_feature=49 132 103 123 99 51 148
split_gain=9.19062 8.17322 8.51653 6.93866 6.35222 9.13038 5.99888
threshold=2.9750000000000005 2.2360000000000002 0.84550000000000003 0.6585000000000002 0.18333333333333332 1.1250000000000002 0.24933358173482909
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=0.0054729525593531607 -0.0039190451584540697 0.021253575700740497 0.0027670335162132951 0.0012317064454026982 -0.0016136161249139486 -0.0018427707463947219 -7.7201847795602447e-05
leaf_weight=118.25575733184814 78.747450649738312 11.525184571743013 18.55164361000061 1413.2274722754955 1137.4922703653574 82.664483487606049 1997.835315823555
leaf_count=341 213 31 50 3819 3251 232 5612
internal_value=4.80613e-05 0.00113556 0.00985184 0.000959829 -0.000448066 0.00246293 -0.000634619
internal_weight=4858.3 1522.05 30.0768 1491.97 3336.25 200.92 3135.33
internal_count=13549 4113 81 4032 9436 573 8863
is_linear=0
shrinkage=0.0168881


Tree=320
num_leaves=8
num_cat=0
split_feature=42 39 17 42 29 97 92
split_gain=21.8329 9.14633 8.27713 9.79774 9.42654 8.21809 7.80954
threshold=3.5250000000000004 0.42976513239726083 1.0000000180025095e-35 5.7150000000000007 2.7071428571428577 3.5000000000000004 0.27958333333333341
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=-0.0010927437861290021 -5.6021115723954614e-05 0.0029507331389165563 0.0038217857065854428 -0.0047185218000129741 -0.0044806829109151052 0.0012864093052719796 -0.0046232761916493066
leaf_weight=772.70796674489975 720.82380332052708 647.2577398121357 43.079173713922501 156.445028886199 411.93255987763405 892.20578840374947 41.302520185709
leaf_count=2740 3020 1874 196 863 1810 2926 120
internal_value=-0.000118672 0.000859273 -0.00184623 -0.000887523 -0.00369457 0.000182199 0.00249638
internal_weight=3685.75 2353.47 1332.28 877.269 455.012 1664.91 688.56
internal_count=13549 7660 5889 3883 2006 5666 1994
is_linear=0
shrinkage=0.0168881


Tree=321
num_leaves=7
num_cat=0
split_feature=96 36 90 34 37 104
split_gain=19.639 15.1817 8.00628 8.08339 6.7935 4.74337
threshold=2.5000000000000004 5.4750000000000005 -0.8849999999999999 1.5050000000000001 0.26972048286257927 0.63750000000000007
decision_type=2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -3
right_child=2 5 3 -5 -6 -7
leaf_value=-0.0049145284738301969 0.024853650820443506 0.0044383788515346863 0.002078753269909802 0.00018992726495114138 -0.0015335175855742838 -0.0073927598791569786
leaf_weight=196.31817059218884 3.9688450545072547 141.00713783502579 994.13611111044884 1846.5210983902216 1241.1388350874186 10.374438285827635
leaf_count=787 12 381 2742 5754 3845 28
internal_value=4.44214e-05 -0.00145956 0.000884462 0.000850963 -0.00199529 0.0036274
internal_weight=4433.46 1588.84 2844.63 2840.66 1437.46 151.382
internal_count=13549 5041 8508 8496 4632 409
is_linear=0
shrinkage=0.0168881


Tree=322
num_leaves=8
num_cat=0
split_feature=86 52 97 53 143 11 115
split_gain=8.48518 6.0891 6.18207 5.97965 7.25986 5.6218 4.21536
threshold=3.0568733153638816 2.4450000000000007 1.5000000000000002 2.1350000000000002 0.86900000000000011 3.2071428571428577 1.4645000000000004
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=0.0022000770319651562 -0.0041170076767676504 0.00012981608038670605 0.00028718577897952468 -0.0011746375908388079 0.0079981175162155086 0.012201995748985109 -0.001502302311577369
leaf_weight=716.82454890012741 263.70772252976894 1546.430716663599 1470.1275632679462 189.01093417406082 28.292319655418396 6.1604955792427054 637.32960650324821
leaf_count=1969 781 4360 4015 533 80 18 1793
internal_value=4.86501e-05 0.000284298 0.000914192 -0.00206544 1.95259e-05 -0.00374438 -0.000346506
internal_weight=4857.88 4370.71 2186.95 487.171 217.303 269.868 2183.76
internal_count=13549 12137 5984 1412 613 799 6153
is_linear=0
shrinkage=0.0168881


Tree=323
num_leaves=8
num_cat=0
split_feature=39 95 34 92 106 95 109
split_gain=19.6872 12.5024 9.00108 7.633 7.59528 7.52936 3.95131
threshold=0.42976513239726083 1.5000000000000007 1.1950000000000001 0.27958333333333341 0.68150000000000011 -17.249999999999993 3.5000000000000004
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=0.010125922137569594 0.0048038050997052722 -0.005502798420699481 -0.0014612301420968673 -0.00254572522251069 0.0011438160612956933 -4.3055608522568517e-05 -0.017976180849835235
leaf_weight=20.987454682588577 311.68745502829552 195.1806984692812 807.12466940283775 35.805610716342926 336.13435664772987 1971.9867884963751 5.455131620168685
leaf_count=61 904 950 3334 104 970 7210 16
internal_value=-0.000117606 -0.000709732 -0.00224828 0.00245619 0.00290479 6.40199e-05 -0.00458649
internal_weight=3684.36 2995.28 1002.31 689.083 647.822 1992.97 41.2607
internal_count=13549 11555 4284 1994 1874 7271 120
is_linear=0
shrinkage=0.0168881


Tree=324
num_leaves=8
num_cat=0
split_feature=95 28 11 48 104 102 145
split_gain=13.1686 7.66315 8.39736 7.56542 6.46851 6.21192 5.66624
threshold=4.3499999999999988 4.2111111111111121 2.3095238095238098 2.5050000000000003 1.2865000000000002 0.55650000000000011 0.98005000000000009
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=-0.0017807492649551805 0.0047168479078415933 5.5482294224521898e-05 0.0027517731707828938 0.0083056272016959372 -0.0004069287741841779 0.00053836740235489776 0.0069677077751985513
leaf_weight=1582.2588535696268 112.83219738304615 1425.1645383238792 125.84934630990028 76.941208526492119 35.518001824617386 1008.2461926937103 34.646112814545631
leaf_count=5161 327 4319 385 212 99 2851 105
internal_value=-0.000102485 -0.000678915 -0.00144679 0.00137786 0.00555373 0.000958938 0.00021955
internal_weight=4401.46 3167.92 1708.11 1233.54 112.459 1121.08 1459.81
internal_count=13459 9970 5546 3489 311 3178 4424
is_linear=0
shrinkage=0.0168881


Tree=325
num_leaves=8
num_cat=0
split_feature=28 42 141 131 132 94 135
split_gain=9.29594 7.66897 7.27123 9.3243 6.28506 6.05263 5.70378
threshold=3.8166666666666669 3.6050000000000004 -0.10849999999999999 1.1055000000000004 2.1055000000000006 17.550000000000004 1.1500000000000001
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=0.0017646444169124305 -0.0014732281125674942 7.453826202898603e-05 0.0032331128449968479 -0.0014642434062977988 0.0054877922605360502 0.00036186679543297835 0.01436792134150342
leaf_weight=458.99554491043091 1538.2767528891563 1313.1122473329306 515.55355802178383 574.1541451215744 64.161940544843674 352.64508819580078 6.5095872879028311
leaf_count=1259 4280 3716 1422 1597 186 981 18
internal_value=8.51594e-06 -0.000589529 0.000927626 -2.97275e-05 0.00032674 0.0020669 -0.00140646
internal_weight=4823.41 2922.06 1901.35 1033.15 1377.27 868.199 1544.79
internal_count=13459 8200 5259 2856 3902 2403 4298
is_linear=0
shrinkage=0.0168881


Tree=326
num_leaves=8
num_cat=0
split_feature=95 95 131 34 3 102 134
split_gain=22.3984 11.7153 8.23309 7.25394 11.3452 8.37065 6.91168
threshold=1.5000000000000007 -9.7499999999999964 1.5280000000000002 1.2850000000000004 1704.4256057295754 0.97250000000000003 0.080500000000000002
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=0.0019350814895073296 -0.0051388115125478029 -3.84469864648049e-05 0.0024046468839318594 -0.0032476432022736546 0.012862121334890866 0.00026572263610006702 0.0068276973828421223
leaf_weight=210.41513793170452 248.39278316497803 1747.3407126069069 507.71747943758965 325.96482630074024 10.403159350156782 475.57791396975517 135.32614095509052
leaf_count=625 1221 6274 1699 1292 59 1887 402
internal_value=0.000111982 0.000955423 0.000511595 -0.00195679 -0.0044151 -0.00116303 0.00385017
internal_weight=3661.14 2600.8 2255.06 1060.34 258.796 801.543 345.741
internal_count=13459 9000 7973 4459 1280 3179 1027
is_linear=0
shrinkage=0.0168881


Tree=327
num_leaves=8
num_cat=0
split_feature=36 85 28 31 38 22 134
split_gain=14.6826 14.9196 9.80394 8.56953 6.63036 7.56399 6.22769
threshold=6.4450000000000012 0.25519181585677758 3.6458333333333335 0.17669683257918553 0.15637447901033646 0.61250000000000016 0.24700000000000003
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=-0.0018284894028013027 0.00016482899193436405 0.0076800610549364523 -1.5687019318936259e-05 -0.00042047090827239901 0.0027423620722598708 -0.021619176640678361 0.0082110278450752729
leaf_weight=1266.2353036999702 81.421137452125549 99.996665224432945 2593.9608034342527 59.34777744114399 212.29706010222435 4.814586490392684 82.474807649850845
leaf_count=4102 219 292 7857 175 576 13 225
internal_value=-0.000100944 -0.000401286 -0.000610335 0.00466287 0.00306753 -0.00105116 0.00427254
internal_weight=4400.55 4019.54 3860.2 159.344 381.008 86.2357 294.772
internal_count=13459 12426 11959 467 1033 232 801
is_linear=0
shrinkage=0.0168881


Tree=328
num_leaves=7
num_cat=0
split_feature=137 10 6 26 42 35
split_gain=6.61062 5.99662 5.63801 8.97984 5.90185 5.31449
threshold=2.8500000000000001 4.3000000000000007 1502.691666276861 0.49612500000000009 2.4750000000000005 4.3950000000000005
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=0.0076826050343275073 7.6607513002710699e-05 0.015042757182556299 0.0013849747565283339 -0.011213824782999432 0.013894604413934836 -0.0019826328749451409
leaf_weight=16.049816966056827 4352.6369415521622 7.4775758683681479 18.14468115568161 12.966989547014235 26.432461023330688 389.42634277045727
leaf_count=44 12031 21 52 36 73 1202
internal_value=9.16143e-06 -6.86612e-05 0.00503193 -0.000760983 0.00880327 -9.24958e-05
internal_weight=4823.13 4749.54 73.5939 29.0168 44.5771 4742.06
internal_count=13459 13254 205 80 125 13233
is_linear=0
shrinkage=0.0168881


Tree=329
num_leaves=8
num_cat=0
split_feature=95 85 95 95 102 85 80
split_gain=21.7574 11.6702 9.82395 6.45505 6.36986 10.1269 5.81202
threshold=1.5000000000000007 0.17478885893980231 -7.4999999999999973 -15.749999999999996 0.97250000000000003 0.32066924066924068 0.054914004914004853
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=0.0030860501160567952 0.00050938251209351143 0.018899302765582771 0.0006076221984711109 -0.0041626843706472271 -0.0005157845555294776 -0.011858671013685526 -0.0046286799379996876
leaf_weight=605.93972696363926 78.119875103235245 3.5443063974380484 1845.2347167730331 147.23673336207867 637.52310225367546 23.268245428800583 319.80347156524658
leaf_count=1839 316 10 6610 541 2723 105 1315
internal_value=0.000109269 0.000939785 0.00122031 -0.00362039 -0.00193183 -0.000915239 -0.00361992
internal_weight=3660.67 2601.96 2451.17 150.781 1058.71 660.791 397.923
internal_count=13459 9000 8449 551 4459 2828 1631
is_linear=0
shrinkage=0.0168881


Tree=330
num_leaves=8
num_cat=0
split_feature=95 48 28 95 104 54 5
split_gain=12.5382 7.35131 7.28665 6.97368 6.32876 4.99245 4.91258
threshold=4.3499999999999988 2.5050000000000003 4.2111111111111121 -9.7499999999999964 1.2865000000000002 1.7350000000000001 1470.2398163254331
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=-0.0045261626465999292 0.012229640953419187 0.008185454881306389 0.00011904850838906189 -0.0010380800644498684 -0.00043557765477447171 0.010620126077567944 0.00082068324305811563
leaf_weight=183.14581729471684 10.869668796658514 76.876879975199699 1446.8197582066059 1522.5558948963881 35.494274944067001 13.0286358743906 1110.5463861376047
leaf_count=697 33 212 4384 4849 99 40 3145
internal_value=-0.000100162 0.00134398 -0.000663028 -0.00141262 0.00546215 0.000212785 0.000931292
internal_weight=4399.34 1233.79 3165.55 1705.7 112.371 1459.85 1121.42
internal_count=13459 3489 9970 5546 311 4424 3178
is_linear=0
shrinkage=0.0168881


Tree=331
num_leaves=7
num_cat=0
split_feature=137 138 145 130 10 150
split_gain=6.45466 9.86197 6.88924 6.15236 5.84666 5.23254
threshold=2.8500000000000001 9.5000000000000018 0.26185000000000008 1.4720000000000002 4.3000000000000007 0.47994140021624965
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=0.0017683420590728332 0.00083113126645272125 -0.014097673090091866 0.014718549704235414 0.0030386786242816554 0.014832186038104631 -0.00043218613685455458
leaf_weight=19.826330751180649 1281.3530982136726 9.7594930231571215 28.657545566558838 15.406491249799727 7.4995144903659812 3460.2245584875345
leaf_count=56 3495 27 79 43 21 9738
internal_value=9.7219e-06 0.00497097 0.00942341 -0.00360598 -6.72134e-05 -9.07849e-05
internal_weight=4822.73 73.6499 48.4839 25.166 4749.08 4741.58
internal_count=13459 205 135 70 13254 13233
is_linear=0
shrinkage=0.0168881


Tree=332
num_leaves=8
num_cat=0
split_feature=85 97 110 96 28 38 26
split_gain=15.5068 13.138 11.4399 9.77918 5.78417 5.4019 3.09556
threshold=0.11575989782886327 4.5000000000000009 14.450000000000001 2.5000000000000004 5.7071428571428582 0.28383881063501687 0.49950000000000006
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=0.00079751095521590374 -0.0044745815420188309 0.0032035273893250868 -0.00012632761735269389 -0.0014812214620574166 0.00068027460725994038 0.00066876224536626099 -0.012149644621748236
leaf_weight=1056.9294802099466 169.94200445711613 716.58627665042877 499.27030658721924 1092.1559257209301 6.5163654536008826 88.593299567699432 30.224737375974655
leaf_count=3822 647 2325 1739 4443 25 325 133
internal_value=0.000107571 0.000433201 0.00183616 -0.00036052 -0.00360319 -0.002712 -0.00987349
internal_weight=3660.22 3364.94 1215.86 2149.09 295.276 258.535 36.7411
internal_count=13459 12329 4064 8265 1130 972 158
is_linear=0
shrinkage=0.0168881


Tree=333
num_leaves=8
num_cat=0
split_feature=34 95 6 26 34 6 53
split_gain=20.4461 11.2275 9.01085 7.32669 6.14019 6.70751 5.77811
threshold=2.0950000000000002 -1.5000000000000002 1487.7978236184711 0.52354166666666679 3.8050000000000002 1527.5812550881913 1.885
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=-0.0061824009180362965 -0.0017963561772599006 0.00046521886297084451 -0.00049428887247555823 0.002382698818771881 -0.009000914004940656 0.0018384991539363632 -0.0027675479617588743
leaf_weight=96.115222632884979 1033.5411358624697 1517.4440580606461 457.68102446198463 908.71871417760849 56.397960543632507 168.3772040605545 171.13795997202396
leaf_count=288 3469 4311 1393 2533 238 565 704
internal_value=-0.000108324 0.000688154 -0.00148155 0.00118342 -0.00176874 -0.00128713 -0.00431269
internal_weight=4409.41 2979.96 553.796 2426.16 1429.45 1201.92 227.536
internal_count=13501 8525 1681 6844 4976 4034 942
is_linear=0
shrinkage=0.0168881


Tree=334
num_leaves=8
num_cat=0
split_feature=86 49 79 136 6 85 11
split_gain=11.6365 6.47084 9.90827 6.28879 7.25639 7.22514 5.54529
threshold=3.0919661733615227 2.3250000000000006 2.8926493192797547 7.8500000000000005 1485.1782059621762 -0.32270270270270268 2.6214285714285719
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=-0.0013519667670533341 -0.0047356353037735421 -0.0046134015182799264 0.0035937526397854884 0.0052465464703351445 0.0012561933168232619 -0.00059935440103252823 0.0047106929526828725
leaf_weight=356.33787420392036 264.3185995221138 73.720003426074982 97.364465713500977 62.289944976568222 2080.6288853138685 1885.431730940938 18.995169922709465
leaf_count=1003 784 207 274 171 5770 5236 56
internal_value=3.64169e-05 -0.00253612 5.71593e-05 0.000303022 0.000874813 -0.000412384 -0.0041022
internal_weight=4839.09 454.398 171.084 4384.69 2436.97 1947.72 283.314
internal_count=13501 1321 481 12180 6773 5407 840
is_linear=0
shrinkage=0.0168881


Tree=335
num_leaves=8
num_cat=0
split_feature=42 38 145 85 44 145 85
split_gain=18.9666 11.6527 9.62079 7.55803 7.55322 7.01209 5.01379
threshold=3.6750000000000003 0.244544280141927 0.17225000000000004 -0.35223443223443218 5.0250000000000012 0.98855000000000015 -0.3342156862745097
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=0.012731058069257386 -0.0045316051466188154 0.0044536579321654366 8.1102519421159239e-05 -0.0020757493685396896 0.013432816263831613 0.010292029125149644 0.003144860203330322
leaf_weight=16.212651640176773 10.541861891746523 154.83755747973919 1963.1750419586897 1111.6403117924929 18.191140249371529 13.229345694184302 388.20136754214764
leaf_count=48 44 512 6563 5045 72 58 1159
internal_value=8.19891e-05 0.000902359 0.000400771 -0.00171178 0.00684101 -0.00193027 0.00352923
internal_weight=3676.03 2522.43 2118.01 1153.6 28.733 1124.87 404.414
internal_count=13501 8282 7075 5219 116 5103 1207
is_linear=0
shrinkage=0.0168881


Tree=336
num_leaves=8
num_cat=0
split_feature=40 111 41 35 4 36 137
split_gain=18.7537 9.18961 9.20344 8.86539 8.06704 7.26603 7.09414
threshold=2.6350000000000002 12.350000000000003 2.1450000000000005 6.1050000000000013 1380.337831563683 10.325000000000001 2.8500000000000001
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=-0.0072813020113510372 0.0072067079343631629 0.00086438059720212259 -0.0046898142897788472 -0.0070807757294169106 -0.0029538042157983262 0.0073805199334688494 0.000615614005289597
leaf_weight=32.832684695720673 22.859966456890106 523.48903341591358 101.60325817763805 11.199160099029539 886.45851592719555 85.931615829467773 2743.5414400994778
leaf_count=94 76 1784 388 34 3055 242 7828
internal_value=-0.000107272 -0.00161473 -3.83672e-05 0.000697682 -0.00269834 0.00571287 0.000522218
internal_weight=4407.92 1534.41 625.092 2873.5 909.318 97.1308 2776.37
internal_count=13501 5303 2172 8198 3131 276 7922
is_linear=0
shrinkage=0.0168881


Tree=337
num_leaves=8
num_cat=0
split_feature=86 80 47 144 14 91 103
split_gain=11.366 7.40291 9.67805 6.65483 6.56752 6.33133 4.37528
threshold=3.0919661733615227 0.071160648519139058 1.655 -0.0065499999999999994 0.90000000000000013 0.076666666666666675 1.4995000000000003
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=0.0066139587182926455 -0.0026568138482878497 -0.0089226705051759642 0.0050966068034909752 0.00055311029647098729 -0.0010117112247566317 -0.0013711060834475121 0.0048316595267931502
leaf_weight=88.585588783025742 329.35977028310299 63.930946201086044 53.352285116910934 3254.4837544113398 999.99515561759472 41.622464835643768 7.3524517118930808
leaf_count=248 969 183 148 9001 2814 117 21
internal_value=3.70243e-05 -0.00250667 -0.00157588 0.000300407 0.000185301 0.00406126 -0.00750364
internal_weight=4838.68 453.995 382.712 4384.69 4254.48 130.208 71.2834
internal_count=13501 1321 1117 12180 11815 365 204
is_linear=0
shrinkage=0.0168881


Tree=338
num_leaves=8
num_cat=0
split_feature=42 35 145 85 105 44 103
split_gain=18.4365 12.8157 8.14213 7.44575 6.65416 6.31062 5.08318
threshold=3.6750000000000003 3.4050000000000007 0.17225000000000004 -0.26471871412169917 0.89350000000000007 5.0250000000000012 2.1685000000000003
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=0.0041143910896588205 -0.002900152654805263 0.0030808741575789307 6.4001369026606825e-05 -0.0014752891311160437 -0.0053208886357809793 0.0088165843895595605 0.010221579618379995
leaf_weight=152.57484032213688 21.206308946013451 380.94645594060421 1959.0027052909136 948.05135676264763 148.42967568337917 34.331283748149872 30.729838415980339
leaf_count=506 91 1140 6550 4322 667 139 86
internal_value=7.99045e-05 0.000888125 0.00035668 -0.00169031 -0.00199589 0.00434227 0.00361396
internal_weight=3675.27 2523.25 2111.58 1152.02 1096.48 55.5376 411.676
internal_count=13501 8282 7056 5219 4989 230 1226
is_linear=0
shrinkage=0.0168881


Tree=339
num_leaves=8
num_cat=0
split_feature=34 36 97 106 36 6 53
split_gain=19.3224 8.35493 6.68309 6.66073 6.22182 7.26477 5.92958
threshold=2.0950000000000002 11.875000000000002 2.5000000000000004 0.59050000000000014 1.635 1527.5812550881913 1.885
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=0.001441194005113475 -0.0082333600134499186 0.011205038276289086 -0.00019516314354115126 0.0016005266535442798 -0.0017073471716126762 0.0022134479377407426 -0.0025540717402045355
leaf_weight=1258.7373544573784 70.272105261683464 37.611252099275589 1638.3403886258602 45.530506610870361 993.43134559690952 155.9357482790947 206.63040396571159
leaf_count=3564 290 106 4727 128 3330 521 835
internal_value=-0.000106349 0.000667292 0.000515801 0.00594568 -0.00172291 -0.00117539 -0.00399545
internal_weight=4406.49 2980.22 2897.08 83.1418 1426.27 1149.37 276.903
internal_count=13501 8525 8291 234 4976 3851 1125
is_linear=0
shrinkage=0.0168881


Tree=340
num_leaves=8
num_cat=0
split_feature=86 53 79 148 104 106 104
split_gain=11.1091 6.82909 9.83471 6.3551 8.76398 6.99822 4.4983
threshold=3.0987804878048784 2.1850000000000005 2.8926493192797547 0.17399267399267399 0.41250000000000003 0.59050000000000014 0.52150000000000019
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=0.0088258614639134137 -0.0059774586585630918 -0.0048556760770165899 0.0033220587111019088 -0.0007354696502237301 -0.0043777124878014613 0.0006988430477414874 -0.0014954058868490217
leaf_weight=52.934264808893204 162.00350658595562 69.512787133455276 105.75149971246719 1470.22185985744 19.661026939749718 2852.6998108923435 105.45267021656036
leaf_count=148 479 196 298 4078 57 7928 317
internal_value=3.74204e-05 -0.00251244 7.84885e-05 0.00029425 0.00524959 0.000211029 -0.00421037
internal_weight=4838.24 442.72 175.264 4395.52 72.5953 4322.92 267.456
internal_count=13501 1290 494 12211 205 12006 796
is_linear=0
shrinkage=0.0168881


Tree=341
num_leaves=8
num_cat=0
split_feature=95 36 35 7 47 29 132
split_gain=23.7239 10.0481 12.9136 5.6113 5.32361 6.50678 3.78828
threshold=1.5000000000000007 3.4250000000000003 3.4050000000000007 58.076687155177872 1.2450000000000003 6.7250000000000005 1.1835000000000002
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=0.00084986215610055908 -0.007294611870753539 -0.0015530079071052203 0.0043962927381381378 0.012198571189848994 -0.0017049620557673026 0.0097857039804619839 -0.0024029534914436147
leaf_weight=1803.6163361668587 85.047418043017387 461.06405670940876 349.60902182757854 8.6206263750791532 855.96171766519547 14.289119511842726 96.305202394723892
leaf_count=5989 382 2042 993 47 3580 56 412
internal_value=7.82561e-05 0.000937493 0.00142569 -0.00130055 -0.00206483 -0.00151626 -0.0046971
internal_weight=3674.51 2622.91 2153.23 469.685 1051.6 870.251 181.353
internal_count=13501 9071 6982 2089 4430 3636 794
is_linear=0
shrinkage=0.0168881


Tree=342
num_leaves=8
num_cat=0
split_feature=36 96 28 102 105 27 144
split_gain=14.8916 12.024 10.5302 7.83096 6.44019 6.91046 6.12857
threshold=4.2350000000000012 2.5000000000000004 7.5277777777777786 2.2180000000000004 0.33250000000000007 0.45816666666666667 -0.019049999999999994
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=-0.002185765570855939 -0.00029987778535416434 -0.0001140646489071279 0.014943348159612593 0.015823639793270738 -0.019437358864419354 0.0042980741798020177 0.00045354818293512279
leaf_weight=1277.2163564413786 129.55261844396591 2117.6403720527887 13.329580396413801 6.9229849725961676 4.4545927941799155 332.40008765459061 532.17934054136276
leaf_count=4199 353 6545 39 23 12 904 1447
internal_value=-0.000267319 -0.000797771 -1.98648e-05 -0.00208865 0.00154677 0.00300855 0.00028838
internal_weight=4413.7 3415.11 2130.97 1284.14 998.587 461.953 536.634
internal_count=13522 10806 6584 4222 2716 1257 1459
is_linear=0
shrinkage=0.0168881


Tree=343
num_leaves=8
num_cat=0
split_feature=41 120 38 143 95 44 102
split_gain=8.28924 7.55309 7.21458 8.8153 6.73641 5.77076 5.18515
threshold=1.9950000000000003 2.0500000000000003 0.14593794095256588 0.13200000000000003 1.0000000180025095e-35 10.675000000000002 2.1120000000000005
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=0.0010127807882211303 0.012243369993736115 -0.0055191929111167359 -0.00082496691512165717 -0.0035544937477192868 0.001343049834763303 0.0063449405513466587 0.0033489998126415895
leaf_weight=2531.428188174963 26.96834671497345 95.10839706659317 1956.6711134463549 16.077804684638977 71.443299859762192 59.244931548833847 88.731614917516708
leaf_count=6911 83 265 5585 51 200 165 262
internal_value=0.000302693 0.000910605 -0.000499876 0.00634229 -0.00257545 0.00113473 -0.000643884
internal_weight=4845.67 2757.22 2088.45 43.0462 166.552 2590.67 2045.4
internal_count=13522 7541 5981 134 465 7076 5847
is_linear=0
shrinkage=0.0168881


Tree=344
num_leaves=8
num_cat=0
split_feature=42 85 85 99 123 142 29
split_gain=19.7784 9.84618 9.40981 9.16669 8.644 8.4027 6.02652
threshold=3.0250000000000004 0.10710622710622696 -0.41468085106382974 0.71008403361344552 2.0250000000000004 -1.2689999999999997 0.70714285714285718
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=0.0012004545568018135 0.013961649429810844 0.019452349373462883 0.0026932539577868885 -0.0018131916164575562 0.005455576692446641 -0.0017513466608875023 -0.0034903614935173819
leaf_weight=1461.6493674963713 22.572044163942337 3.3408665359020224 130.37926639616489 19.649592787027359 150.15406124293804 1744.3597468435764 143.66227640211582
leaf_count=4648 81 11 520 75 449 7275 463
internal_value=-7.80416e-05 0.00121526 -0.00126465 0.00661962 0.00159687 -0.00144223 -0.00296876
internal_weight=3675.77 1758.81 1916.96 42.2216 1611.8 1874.74 147.003
internal_count=13522 5571 7951 156 5097 7795 474
is_linear=0
shrinkage=0.0168881


Tree=345
num_leaves=8
num_cat=0
split_feature=36 9 130 144 97 6 11
split_gain=14.4747 9.58446 8.60772 6.11149 6.72259 4.93105 1.72665
threshold=4.2350000000000012 3.433333333333334 1.7320000000000002 -0.010449999999999999 2.5000000000000004 1501.416843951323 0.79285714285714304
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=-0.0013124224585792058 -0.010890583832238114 1.8002697691152465e-06 0.00049256863869805959 0.0030870466701107117 0.00028100481239551041 0.0082877907619983097 -0.013092021326348019
leaf_weight=2258.1714128106833 18.73881304264069 3.3191541284322765 1130.8829047381878 503.76183474063873 471.38637962937355 4.8022350072860709 21.159956976771355
leaf_count=7265 51 12 3454 1370 1282 13 75
internal_value=-0.000262966 -0.000786176 -0.000710113 0.00152535 0.00173063 -0.00697722 -0.0113156
internal_weight=4412.22 3413.53 3389.05 998.689 975.148 23.541 24.4791
internal_count=13522 10806 10719 2716 2652 64 87
is_linear=0
shrinkage=0.0168881


Tree=346
num_leaves=8
num_cat=0
split_feature=38 38 9 30 1 46 98
split_gain=6.73694 6.46487 8.34373 6.26132 6.58607 5.90027 4.4262
threshold=0.25334899119578336 0.14593794095256588 0.86190476190476206 0.43875000000000003 1680.7997989498026 3.4550000000000005 0.56832298136645976
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=0.019512111487721025 0.00080576278601489967 0.00067637883142740234 0.0018482961066989048 0.0090079300490136863 -0.0030074032464224784 -0.0058000464316775666 -0.0013343922020344196
leaf_weight=9.811528414487837 3053.3987612128258 431.74449881911278 34.271866202354431 44.514059692621231 134.89181536436081 9.2708414196968061 1127.7577385008335
leaf_count=30 8403 1233 107 125 376 26 3222
internal_value=0.000297961 -0.0005974 0.00578033 0.000740829 0.000644426 0.00645503 -0.000777699
internal_weight=4845.66 1603.59 44.0834 3242.08 3188.29 53.7849 1559.5
internal_count=13522 4592 137 8930 8779 151 4455
is_linear=0
shrinkage=0.0168881


Tree=347
num_leaves=8
num_cat=0
split_feature=36 123 40 5 5 41 92
split_gain=18.2727 12.1478 8.42983 7.97429 8.66042 6.69945 5.31208
threshold=3.5050000000000003 2.0250000000000004 2.8150000000000004 1486.2707333592127 1499.5661685448752 1.675 0.37625000000000003
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=-0.00067921469498394792 -0.0098570125437790965 0.010797196486032163 0.0012522601526686471 0.0017909671545179649 -0.0026124447348676119 0.0030552827923405351 0.012650958179809898
leaf_weight=1302.4768346846104 50.206982418894768 39.211085498332977 1275.6779300421476 156.93050017952919 676.52524296939373 170.59240671992302 3.1788719296455374
leaf_count=4721 221 122 3973 707 3238 526 14
internal_value=-7.71547e-05 0.000594494 0.000276475 -0.00218864 -0.0017833 0.00450233 -0.00851626
internal_weight=3674.8 2787.96 2578.15 886.842 833.456 209.803 53.3859
internal_count=13522 9342 8694 4180 3945 648 235
is_linear=0
shrinkage=0.0168881


Tree=348
num_leaves=8
num_cat=0
split_feature=36 103 31 9 130 144 141
split_gain=13.9919 9.61848 11.5873 9.39917 8.38204 6.99261 2.39679
threshold=4.2350000000000012 0.67450000000000021 0.091256072172102715 3.433333333333334 1.7320000000000002 -0.0077499999999999991 0.25100000000000006
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=-0.0012934212894827183 -0.0080614078415521991 -0.0091697849202319829 0.00056489723408311538 -0.014314582008725514 0.00048791350259344118 0.0034848507379615415 -0.0021038391436977513
leaf_weight=2256.5442806333303 15.428310722112654 37.770949155092239 454.65190130472183 18.185624390840534 1130.9797692298889 490.98523786664009 6.1368297189474097
leaf_count=7265 42 103 1235 66 3454 1336 21
internal_value=-0.000259141 0.00149883 -0.000181749 -0.000773804 -0.000698687 0.00313303 -0.0112347
internal_weight=4410.68 998.836 492.423 3411.85 3387.52 506.414 24.3225
internal_count=13522 2716 1338 10806 10719 1378 87
is_linear=0
shrinkage=0.0168881


Tree=349
num_leaves=8
num_cat=0
split_feature=41 120 136 56 133 123 7
split_gain=7.85147 7.34756 8.12927 7.37643 5.79159 4.73519 3.69456
threshold=1.9950000000000003 2.0500000000000003 3.9500000000000006 1.9450000000000001 3.1055000000000006 2.2565000000000004 34.384115158842526
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=0.0009677425743978966 -0.00044593868985729791 -0.012046619379219133 -0.0010866725456125299 0.0069761799880410768 0.013635329219959066 -0.0057715030496451212 -0.0033065070894422498
leaf_weight=2531.7759443223476 2020.7053224593401 22.286158502101898 144.19001677632332 59.649945497512817 13.289366334676744 48.767914593219757 5.0693808346986762
leaf_count=6910 5784 62 403 166 38 143 16
internal_value=0.000293634 0.000885111 -0.00255404 0.00110606 -0.000487662 -0.00057145 0.00895588
internal_weight=4845.73 2757.9 166.476 2591.43 2087.83 2069.47 18.3587
internal_count=13522 7541 465 7076 5981 5927 54
is_linear=0
shrinkage=0.0168881


Tree=350
num_leaves=8
num_cat=0
split_feature=42 95 142 85 31 148 29
split_gain=18.8692 9.7335 11.1346 9.60712 8.60646 8.1991 5.84849
threshold=3.0250000000000004 -1.5000000000000002 -1.2689999999999997 0.10710622710622696 0.12546296296296297 0.25001118310045645 0.70714285714285718
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=0.0030940966506180691 0.010504744752185942 -0.00010105655026552176 0.00016812931825175331 0.019039141541163245 -0.0028604742258748835 0.00061593225503897943 -0.0034658118892431167
leaf_weight=616.08397756516933 31.868100196123123 487.11302953958511 441.46331170201302 3.3702849745750418 953.28887352347374 997.03746402263641 143.49912214279175
leaf_count=1936 110 2126 1602 11 4113 3161 463
internal_value=-7.61782e-05 -0.00123689 0.000864122 0.00118591 -0.00192732 0.00156241 -0.00294918
internal_weight=3673.72 1913.73 473.331 1759.99 1440.4 1613.12 146.869
internal_count=13522 7951 1712 5571 6239 5097 474
is_linear=0
shrinkage=0.0168881


Tree=351
num_leaves=8
num_cat=0
split_feature=85 95 85 53 55 29 141
split_gain=16.9256 14.616 14.996 7.78844 4.75802 7.72808 4.47379
threshold=-0.3841025641025641 3.1500000000000012 0.23842293906810033 1.8050000000000004 1.8750000000000002 2.9500000000000006 0.38350000000000006
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=-0.0043812747763440118 -0.00059000546745735418 0.0043246235878561714 0.004996419414795986 0.0011128248592300128 0.022580123706505181 -0.0049713307823309738 -0.011584718703232534
leaf_weight=54.555165395140648 2926.6971985697746 282.91398844122887 143.77916134893894 901.66716279089451 4.0370859056711188 10.338421016931532 44.793617129325867
leaf_count=178 9251 799 428 2552 12 35 142
internal_value=0.000114518 0.000286373 -0.000328405 0.00187992 -0.0063153 0.00276451 -0.00762937
internal_weight=4368.78 4255.06 3070.48 1184.58 113.724 14.3755 99.3488
internal_count=13397 13030 9679 3351 367 47 320
is_linear=0
shrinkage=0.0168881


Tree=352
num_leaves=8
num_cat=0
split_feature=100 31 109 35 104 26 109
split_gain=6.24823 8.05323 6.73908 6.29633 6.52718 5.83053 5.20383
threshold=1.5500000000000003 0.12546296296296297 3.5000000000000004 3.4150000000000005 0.50050000000000006 0.44211111111111118 5.5000000000000009
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=0.0025849213694284696 -0.0023125917457564641 1.4052067435440202e-05 -0.014851146316367032 -0.0027130937905305518 0.0008515160681971185 0.00046919134872489319 -0.0090437962721288991
leaf_weight=463.51779317855835 467.23941354453564 1378.8550761938095 12.554709792137144 316.74510310590267 272.58492109179497 1871.4267973899841 18.330135315656662
leaf_count=1264 1317 3901 35 922 786 5120 52
internal_value=7.40454e-06 -0.000753026 -0.00264074 0.000495504 -0.0010643 0.000889203 -0.000104765
internal_weight=4801.25 1876.98 479.794 2924.27 589.33 2334.94 1397.19
internal_count=13397 5305 1352 8092 1708 6384 3953
is_linear=0
shrinkage=0.0168881


Tree=353
num_leaves=8
num_cat=0
split_feature=97 98 93 100 0 146 3
split_gain=13.0157 14.3861 8.9803 7.77225 7.11533 6.72885 5.44369
threshold=3.5000000000000004 0.71008403361344552 11.400000000000002 0.22500000000000003 1373.9183537620509 0.0057500000000000008 1284.1197705996667
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=0.0035482990322249267 0.027183296187139289 0.00057633280143579786 -0.011421006514663577 0.00049670418011829619 -0.0032669819885374233 -0.0046627341933463875 0.003545657571941209
leaf_weight=46.39804582297802 2.8101910948753348 920.34620516002178 15.762481421232222 1580.7192267775536 747.89510242640972 75.667167648673058 249.21774032711983
leaf_count=156 8 3458 52 5576 3066 326 755
internal_value=-0.000147268 -0.00117359 0.000846729 0.00037902 -0.00286884 0.000178295 0.00380935
internal_weight=3638.82 1790.31 1848.51 1596.48 794.293 996.013 252.028
internal_count=13397 7006 6391 5628 3222 3784 763
is_linear=0
shrinkage=0.0168881


Tree=354
num_leaves=8
num_cat=0
split_feature=85 42 85 127 55 141 142
split_gain=16.5845 12.8622 12.075 5.86713 4.66802 4.41527 3.95592
threshold=-0.3841025641025641 5.995000000000001 0.23268065268065263 2.4365000000000001 1.8750000000000002 0.38350000000000006 -0.14049999999999999
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=-0.0043380598428341037 -0.00021507295876843085 0.0037744860293075825 0.004271212253123758 -0.0053895322134365556 0.017556653602623862 -0.011505148184180837 -0.0025615563823361185
leaf_weight=54.456197559833527 3698.5838508456945 355.63012880086899 179.4113931208849 21.106287181377411 3.7828422486782083 44.612180888652802 10.588937267661091
leaf_count=178 11478 965 529 58 12 142 35
internal_value=0.000111973 0.000281894 -7.5131e-06 0.00326101 -0.0062609 -0.00756579 0.00273232
internal_weight=4368.17 4254.73 3878 376.736 113.44 99.0684 14.3718
internal_count=13397 13030 12007 1023 367 320 47
is_linear=0
shrinkage=0.0168881


Tree=355
num_leaves=8
num_cat=0
split_feature=6 12 26 105 29 52 130
split_gain=5.83902 7.43294 11.6704 7.156 5.28113 7.15013 6.53488
threshold=1484.5299520950309 1.0000000180025095e-35 0.43950000000000006 0.74850000000000005 3.8166666666666669 3.8850000000000002 2.1835000000000004
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=-0.0034788306188109188 0.0015579611532083736 0.0053702393768489043 -0.0015440101105106492 -0.015640184541991686 -7.2473617954663401e-05 -0.0066441686111675452 -0.0016844896085447289
leaf_weight=140.60601411759853 1211.2946812808514 82.242494612932205 453.77086052298546 15.303192734718321 2641.9108178168535 48.079019144177437 207.66447864472866
leaf_count=394 3341 227 1287 43 7355 155 595
internal_value=8.09135e-06 -0.00142716 -0.000483084 -0.0046727 0.000249785 -0.000189941 0.00108341
internal_weight=4800.87 691.923 536.013 155.909 4108.95 2689.99 1418.96
internal_count=13397 1951 1514 437 11446 7510 3936
is_linear=0
shrinkage=0.0168881


Tree=356
num_leaves=8
num_cat=0
split_feature=95 85 95 34 145 96 136
split_gain=20.9231 13.4168 9.49956 8.15704 8.04402 5.20029 3.47243
threshold=4.3499999999999988 0.42848484848484841 -9.7499999999999964 1.3750000000000002 0.18535000000000004 5.5000000000000009 9.7500000000000018
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=0.0033523355399476531 -0.0076202793269451018 -0.012955660080839409 0.00030625115184297521 -0.0062096829357194223 -0.00046026222235845285 -0.0028538196681868288 -0.0023159160264256658
leaf_weight=330.98400960862637 118.89790123701096 25.612480789422989 2479.4245303869247 82.317786753177643 442.51510092616081 144.8268354088068 13.29646462202072
leaf_count=980 584 102 8842 328 1771 739 51
internal_value=-0.000145137 0.000528635 0.000665 -0.00257973 -0.00136208 -0.00500283 -0.00932038
internal_weight=3637.88 2849.32 2810.41 788.558 524.833 263.725 38.9089
internal_count=13397 9975 9822 3422 2099 1323 153
is_linear=0
shrinkage=0.0168881


Tree=357
num_leaves=8
num_cat=0
split_feature=36 93 97 34 40 11 6
split_gain=13.4589 6.51296 8.24641 6.69793 6.02041 5.58064 5.5763
threshold=4.0850000000000009 19.050000000000004 2.5000000000000004 3.3750000000000004 1.3050000000000004 3.2761904761904765 1495.6399595072196
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=-0.00062576614932479562 0.0032072490716804521 0.0044125064454159256 6.5564913919003597e-05 -0.0035729680751777908 0.0015355427258875059 -0.010535844519335603 0.013303375077442121
leaf_weight=1952.956402823329 48.07389971613884 143.58385354280472 935.05449683964252 247.8472264111042 1005.7794919312 11.042008787393568 23.10678905248642
leaf_count=6157 136 411 2843 1024 2730 30 66
internal_value=0.000109198 -0.000430789 0.000644235 -0.000957682 0.00173684 0.00140443 0.00648505
internal_weight=4367.44 3279.44 1078.64 2200.8 1088 1016.82 71.1807
internal_count=13397 10435 3254 7181 2962 2760 202
is_linear=0
shrinkage=0.0168881


Tree=358
num_leaves=8
num_cat=0
split_feature=135 122 106 86 91 90 51
split_gain=8.19414 8.12481 7.6946 8.19858 7.65582 7.59792 7.00446
threshold=-0.73799999999999988 0.97500000000000009 0.59050000000000014 2.864250614250615 0.48916666666666669 0.23125000000000004 1.1650000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -4 -3 -1
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.002743908290265266 -0.00053348759598720915 0.0015426764823670749 0.00035400339263234084 -0.0038243375939480185 0.022183825956362535 0.020102764848743349 0.021466981440539559
leaf_weight=4.686333209276202 1364.2000731676817 123.12797406315804 3028.2644125074148 256.52330967783928 4.5887485444545737 6.6295624673366538 12.47806930541992
leaf_count=14 3787 346 8451 733 13 19 34
internal_value=9.01186e-06 0.00393583 -0.00011496 -0.00105437 0.000387042 0.00249117 0.0148554
internal_weight=4800.5 146.922 4653.58 1620.72 3032.85 129.758 17.1644
internal_count=13397 413 12984 4520 8464 365 48
is_linear=0
shrinkage=0.0168881


Tree=359
num_leaves=8
num_cat=0
split_feature=95 85 95 34 150 96 11
split_gain=20.4676 13.1266 9.27318 8.00191 5.77828 5.13908 2.75742
threshold=4.3499999999999988 0.42848484848484841 -9.7499999999999964 1.3750000000000002 0.55481116160433952 5.5000000000000009 2.378571428571429
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=0.0033112073331686971 -0.007570035329674033 -0.01065485171424806 0.00030275999193859723 -0.0028472322779719331 0.00074805343331875462 -0.002822135185781287 0.0052053883579859508
leaf_weight=331.25952626764774 118.25658788532019 35.250697359442711 2479.7114280760288 305.80552172660828 218.64337211847305 144.4851968511939 3.4283787608146659
leaf_count=980 584 139 8842 1258 841 739 14
internal_value=-0.000143037 0.000522838 0.0006573 -0.00255355 -0.00134831 -0.0049592 -0.0092484
internal_weight=3636.84 2849.65 2810.97 787.191 524.449 262.742 38.6791
internal_count=13397 9975 9822 3422 2099 1323 153
is_linear=0
shrinkage=0.0168881


Tree=360
num_leaves=7
num_cat=0
split_feature=85 95 85 1 145 15
split_gain=12.0249 11.4057 9.67548 9.57275 6.87517 4.88313
threshold=0.23268065268065263 4.3499999999999988 -0.040975609756097542 1671.4953767889667 0.67975000000000008 0.22500000000000003
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=-0.0024795971257768092 0.020486011432385667 0.0021115518578616321 -0.00010840886846922447 -0.015246049333073801 -0.00087112029920483394 0.004286422919389769
leaf_weight=617.84144468605518 5.450777441263198 881.83896796405315 2387.027654632926 7.0877124816179267 293.84893161058426 202.26098378002644
leaf_count=1985 16 2482 7537 23 845 588
internal_value=0.000156036 -4.41871e-05 -0.000595965 0.004053 0.00136605 0.00471167
internal_weight=4395.36 4180.56 3004.87 214.799 1175.69 207.712
internal_count=13476 12849 9522 627 3327 604
is_linear=0
shrinkage=0.0168881


Tree=361
num_leaves=5
num_cat=0
split_feature=45 112 9 141
split_gain=5.5032 5.17368 6.47448 5.39439
threshold=1.5750000000000004 0.77250000000000008 1.9309523809523812 -0.66199999999999992
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.0010306679324426627 0.016276081983991452 0.0042166069806379202 -0.0051059822321708149 -0.00034290610610008805
leaf_weight=1055.2208086997271 5.988638073205947 152.000553637743 24.697006672620773 3588.915589377284
leaf_count=2937 16 431 71 10021
internal_value=9.72111e-05 7.71071e-05 0.00291345 -3.08032e-05
internal_weight=4826.82 4820.83 176.698 4644.14
internal_count=13476 13460 502 12958
is_linear=0
shrinkage=0.0168881


Tree=362
num_leaves=8
num_cat=0
split_feature=36 95 97 7 137 35 79
split_gain=16.3051 11.3467 6.92663 6.63897 6.80704 6.56736 3.2653
threshold=5.9650000000000007 1.5000000000000007 4.5000000000000009 54.753114540617965 7.9500000000000011 5.745000000000001 2.5152597294757348
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=0.00045998272963731319 -1.3504707249616424e-05 -0.0023118064017696796 0.0015580915950491746 0.01166510019527023 -0.0046940848498867559 0.0090227949729112886 -0.0069590400287907967
leaf_weight=2498.1548053771257 22.003271609544754 762.04633861780167 159.51951372623444 13.014049306511881 16.388308003544807 25.810034692287445 157.85481391847134
leaf_count=8501 125 3100 605 77 98 70 900
internal_value=-0.000316045 -3.80479e-05 -0.00164192 -0.00489322 0.00254601 0.000547556 -0.00610948
internal_weight=3654.79 3445.53 921.566 209.26 29.4024 2523.96 179.858
internal_count=13476 12276 3705 1200 175 8571 1025
is_linear=0
shrinkage=0.0168881


Tree=363
num_leaves=8
num_cat=0
split_feature=99 28 109 95 109 1 100
split_gain=12.9388 12.3362 8.40022 7.60064 5.93269 6.64498 5.79258
threshold=0.65301003344481623 3.8660714285714293 1.5000000000000002 -9.7499999999999964 1.0000000180025095e-35 1340.6213544907571 2.9000000000000004
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=0.00055264188276754438 -0.0089449368369343713 0.0010547159148859842 0.0037516924700446781 -0.00030087838328727288 0.0067874433483903094 -0.0015715385968568263 0.01418484233266732
leaf_weight=422.75282524526119 29.966154903173447 1086.8503215610981 472.63934814929962 911.40045487880707 27.645274937152863 1434.5614991039038 9.0810080766677839
leaf_count=1300 121 3200 1399 2869 78 4483 26
internal_value=0.000153108 0.000950564 0.00187211 -0.00057607 -0.000899825 -0.00141348 0.000839377
internal_weight=4394.9 2500.86 1559.49 941.367 1894.04 1462.21 431.834
internal_count=13476 7589 4599 2990 5887 4561 1326
is_linear=0
shrinkage=0.0168881


Tree=364
num_leaves=5
num_cat=0
split_feature=45 141 27 12
split_gain=5.38172 4.96338 5.03391 4.83012
threshold=1.5750000000000004 -2.3664999999999998 0.49527777777777787 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.015040241877179603 0.016100077948117249 -0.00097913396245079016 0.000802559270134623 0.00031827962391876575
leaf_weight=12.658614486455919 5.9855007529258719 1047.2736637741327 16.087196201086044 3744.764577627182
leaf_count=35 16 2934 45 10446
internal_value=9.6583e-05 7.67072e-05 0.00707324 3.47319e-05
internal_weight=4826.77 4820.78 28.7458 4792.04
internal_count=13476 13460 80 13380
is_linear=0
shrinkage=0.0168881


Tree=365
num_leaves=8
num_cat=0
split_feature=95 34 2 27 41 2 5
split_gain=15.695 8.87535 8.16393 12.1062 6.89481 6.29806 5.58743
threshold=1.5000000000000007 1.2950000000000002 -182.34113005803394 0.61354166666666676 1.5850000000000002 -140.18898998900679 1546.9485078239229
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=0.0042765138981213455 -0.0056042119810409555 0.0082276989585594856 -0.0027235715744304057 -0.0052396020217266442 -0.0014418692600800234 0.0003246567157740507 0.0031364673381008572
leaf_weight=271.1527042388916 229.8555906265974 21.61583286523819 213.19868765771389 44.365060985088348 776.99096435308456 2073.2446725666523 22.936495646834373
leaf_count=795 1143 81 660 125 3122 7417 133
internal_value=-0.000311796 -0.00205314 0.000391835 0.00293837 -0.00118011 4.04147e-05 -0.00481105
internal_weight=3653.36 1051.4 2601.96 315.518 798.607 2286.44 252.792
internal_count=13476 4479 8997 920 3203 8077 1276
is_linear=0
shrinkage=0.0168881


Tree=366
num_leaves=7
num_cat=0
split_feature=85 36 1 96 3 38
split_gain=11.716 9.97783 9.37076 7.61264 7.60911 6.51656
threshold=0.23268065268065263 6.0450000000000008 1671.4953767889667 2.5000000000000004 1644.6555603703239 0.15637447901033646
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=-0.0013361541745248175 0.0051511042948988676 -0.0020072663096969917 -0.015154555242458805 0.00024726630376594957 -0.015988509994584933 0.003544903138681191
leaf_weight=1341.7408945858479 202.91027076542377 74.197001039981842 7.0478639751672736 2442.1709233522415 4.9745995998382559 321.59151580929756
leaf_count=4365 590 200 23 7410 14 874
internal_value=0.000150407 -4.73249e-05 0.00399573 -0.000314194 0.00464511 0.002504
internal_weight=4394.63 4179.7 214.933 3783.91 207.885 395.789
internal_count=13476 12849 627 11775 604 1074
is_linear=0
shrinkage=0.0168881


Tree=367
num_leaves=8
num_cat=0
split_feature=86 145 6 6 112 29 111
split_gain=6.69389 8.55935 7.14475 5.96091 8.19161 6.86252 4.4398
threshold=3.0919661733615227 0.78195000000000014 1489.1954696798789 1484.1666872712942 0.52250000000000008 3.8660714285714293 2.5500000000000003
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=-0.0027551610825577882 0.0035919232560561276 -0.011604218749581128 -0.0020361281306150178 0.0015494210439180598 0.001298726759862521 2.9218885137187399e-05 -0.0036114476913880955
leaf_weight=383.49963462352753 83.240299448370934 32.734186798334122 283.20767733454704 1285.5508795529604 225.89933441579342 2482.3234992027283 50.280885308980942
leaf_count=1068 243 95 829 3547 644 6906 144
internal_value=9.57262e-05 -0.00186695 -0.000757623 0.000297261 -0.00125238 0.000547899 -0.00676345
internal_weight=4826.74 449.463 366.448 4377.27 609.399 3767.87 83.0151
internal_count=13476 1311 1072 12165 1712 10453 239
is_linear=0
shrinkage=0.0168881


Tree=368
num_leaves=8
num_cat=0
split_feature=42 95 85 42 123 130 105
split_gain=18.6352 10.8205 8.4698 7.98982 5.50204 8.29475 3.85678
threshold=5.7150000000000007 -8.2499999999999964 0.47230769230769221 2.7550000000000003 0.60550000000000004 2.4720000000000004 0.25050000000000006
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=0.0039422865676764047 -0.0036130567024041027 -0.00029545241903127802 -0.0085106579878601266 -0.00050070857513123061 -0.0086338053113302633 0.02353904365306014 -0.0038608036682555641
leaf_weight=312.45968160033226 10.565214067697523 2908.3091736286879 36.239270627498627 183.06070354580879 85.009848356246948 4.6078163832426062 111.83480316400528
leaf_count=886 57 10632 146 598 496 26 635
internal_value=-0.00030751 -8.01357e-06 -0.000396568 0.00230086 -0.00516684 0.00463124 -0.00592222
internal_weight=3652.09 3440.07 2944.55 495.52 212.018 15.173 196.845
internal_count=13476 12262 10778 1484 1214 83 1131
is_linear=0
shrinkage=0.0168881


Tree=369
num_leaves=8
num_cat=0
split_feature=34 97 93 96 17 42 117
split_gain=13.1746 9.06134 12.1188 10.5396 5.9735 10.9894 5.30027
threshold=3.9950000000000006 2.5000000000000004 11.400000000000002 2.5000000000000004 4.5000000000000009 1.7350000000000001 0.41650000000000004
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=0.00014738295261886795 0.0010634998707202785 -0.0040308490863405974 -7.6105935925373651e-05 0.0029657390328149441 -0.0069739150463707178 0.024347707706393738 -0.0064814022177597753
leaf_weight=1065.7772531509399 32.353552535176277 244.96707101166248 2258.7361262589693 586.82144311070442 7.2985192984342557 5.6806775331497192 148.04321800172329
leaf_count=3205 137 851 6817 1654 32 23 636
internal_value=-2.28919e-05 0.000177582 -0.000463056 0.00114817 -0.00433187 0.0067331 -0.00512811
internal_weight=4349.68 4156.3 2503.7 1652.6 193.376 12.9792 180.397
internal_count=13355 12527 7668 4859 828 55 773
is_linear=0
shrinkage=0.0168881


Tree=370
num_leaves=8
num_cat=0
split_feature=141 132 136 28 45 86 4
split_gain=6.96271 6.30647 8.19534 4.3399 4.30726 7.68617 2.43071
threshold=-2.3664999999999998 0.68350000000000011 8.8500000000000032 7.5277777777777786 1.0750000000000004 2.5053191489361706 1468.3080515449144
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=-0.0091824585085183812 0.0034009674015249764 -0.000255653786347163 -0.00123103416033597 -0.0055930408765080116 0.024982163946452748 0.018373698722985138 0.00850185608893206
leaf_weight=6.84219738841057 304.28186918795109 4243.5863633900881 169.68851263821125 43.899479180574417 5.5422869026660901 4.9932737350463867 4.7429883778095245
leaf_count=19 847 11844 472 131 15 14 13
internal_value=-6.20304e-05 -0.000105952 0.00174259 -0.000310309 0.0093908 0.00244129 0.0173851
internal_weight=4783.58 4761.46 473.97 4287.49 22.1207 11.8355 10.2853
internal_count=13355 13294 1319 11975 61 33 28
is_linear=0
shrinkage=0.0168881


Tree=371
num_leaves=8
num_cat=0
split_feature=42 111 133 3 133 48 94
split_gain=13.4974 8.1777 7.702 6.73067 7.02404 6.30312 6.13898
threshold=3.1150000000000007 30.850000000000005 1.3875000000000002 1412.1074759687181 1.5280000000000002 1.425 13.050000000000002
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=0.0013854399800020509 -0.0023259974517892373 0.034783965206701642 0.003998753727525132 -0.0010654294519688132 0.0065759367446394318 0.0013373915040664937 -0.00026418545812713633
leaf_weight=194.79954367876053 656.94452957808971 3.3969697803258878 7.3024797588586807 434.35747604072094 120.28347197175026 1099.6020704954863 1104.1543138474226
leaf_count=596 2931 13 29 1513 375 3385 4513
internal_value=0.000109456 -0.000943876 0.0137756 0.0011188 0.003367 0.00065699 -0.00103332
internal_weight=3620.84 1771.8 10.6994 1849.04 315.083 1533.96 1761.1
internal_count=13355 7486 42 5869 971 4898 7444
is_linear=0
shrinkage=0.0168881


Tree=372
num_leaves=8
num_cat=0
split_feature=40 46 38 142 4 102 26
split_gain=13.4258 7.08846 6.60086 5.31432 3.82794 8.14116 5.43553
threshold=4.285000000000001 5.495000000000001 0.14593794095256588 2.2250000000000005 1488.0284480710791 1.0165000000000002 0.51118055555555564
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=-0.0091414058638732074 -0.0028432835721753928 0.003400156476217621 0.0001064682572065218 0.022669370817030139 -0.006833965794420107 0.019835671294707612 0.00071175157548216295
leaf_weight=22.134846493601799 25.755668431520466 129.52508980035782 3993.0962849259377 4.2152755558490744 134.41268855333328 5.4735019505023947 34.13641245663166
leaf_count=60 111 365 12062 12 579 23 143
internal_value=-2.30175e-05 0.000182885 5.54807e-05 0.00400771 -0.0042993 0.00113097 -0.00530558
internal_weight=4348.75 4148.97 4015.23 133.74 199.778 31.2292 168.549
internal_count=13355 12499 12122 377 856 134 722
is_linear=0
shrinkage=0.0168881


Tree=373
num_leaves=8
num_cat=0
split_feature=141 130 49 86 105 30 4
split_gain=6.80525 6.29271 5.07555 7.80388 4.92566 4.69923 1.82406
threshold=-2.3664999999999998 0.41450000000000004 2.3850000000000002 2.5053191489361706 0.060500000000000005 0.29185103244837768 1468.3080515449144
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=-0.0093875808061605979 0.00048590937116237403 -0.0001542592455593211 0.024651154118622138 0.01810425716735416 -0.0085988895912829481 0.0022255109519010554 0.010114122069103931
leaf_weight=7.1407555043697375 27.823772549629211 4439.484870865941 5.5539896786212903 5.0110282897949219 43.822484046220779 249.98347574472427 4.4361651539802551
leaf_count=20 77 12385 15 14 122 710 12
internal_value=-5.98434e-05 -0.000103289 0.009281 0.00194734 -0.00507048 -2.73945e-05 0.0181988
internal_weight=4783.26 4761.11 22.1419 12.1518 71.6463 4689.47 9.99015
internal_count=13355 13294 61 34 199 13095 27
is_linear=0
shrinkage=0.0168881


Tree=374
num_leaves=8
num_cat=0
split_feature=95 85 109 127 95 141 103
split_gain=15.7166 12.9228 10.2421 9.174 5.09904 6.30786 4.36601
threshold=-7.4999999999999973 -0.53249999999999986 6.5000000000000009 0.95000000000000007 -15.749999999999996 0.39750000000000008 1.5315000000000001
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=0.0035915276817593809 -0.0032453952436188294 -0.00060243238350360959 0.019074647694073178 0.013637245798936421 0.0011288830951971199 0.014990148302880419 0.0044972400929156209
leaf_weight=48.079824209213257 13.019434839487074 2916.8945467099547 7.5637990981340399 31.111051082611084 437.7111883610487 19.452153146266937 146.49563705921173
leaf_count=134 44 11210 25 107 1349 54 432
internal_value=0.000106722 -0.000414644 -0.00055153 0.00865596 0.00248152 0.00687523 0.00197358
internal_weight=3620.33 2968.59 2924.46 44.1305 651.739 67.532 584.207
internal_count=13355 11386 11235 151 1969 188 1781
is_linear=0
shrinkage=0.0168881


Tree=375
num_leaves=8
num_cat=0
split_feature=95 85 85 93 2 85 92
split_gain=16.1556 14.8576 9.55106 6.29838 5.29079 4.59212 4.4914
threshold=-7.4999999999999973 -0.13583850931677019 0.23842293906810033 11.400000000000002 -222.44243671783167 -0.47050505050505048 -0.78708333333333325
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=0.016916600743095561 -0.0068515051678565333 0.00054607152699329001 0.0045515530933489222 -0.0073132161372123855 -0.00049865334013139543 -0.001812729630467709 -0.0052536601135157006
leaf_weight=2.6375926584005347 58.989086404442787 3156.7202252149582 179.44142311811447 36.617754921317101 288.66178493201733 411.30547913908958 213.87416188418865
leaf_count=10 187 9435 515 153 992 1249 814
internal_value=-2.29933e-05 0.000365368 0.000761521 -0.00275154 -0.00126587 -0.0024448 -0.00498345
internal_weight=4348.25 3806.46 3336.16 541.791 325.28 470.295 216.512
internal_count=13355 11386 9950 1969 1145 1436 824
is_linear=0
shrinkage=0.0168881


Tree=376
num_leaves=8
num_cat=0
split_feature=141 130 137 29 49 86 26
split_gain=6.64706 6.15787 6.54594 5.87488 4.94883 7.61389 1.64366
threshold=-2.3664999999999998 0.41450000000000004 6.0500000000000007 3.8944444444444448 2.3850000000000002 2.5053191489361706 0.47050000000000003
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=-0.0092982301129383143 -0.012016629872104737 0.0007373330333641288 -0.0012902414383923692 -0.0004941355981180085 0.010829990150371937 0.017840273369172717 0.024544600825988892
leaf_weight=7.1268551051616686 24.868167906999588 1782.2752457410097 46.713351279497147 2907.0321468710899 4.8014197349548322 5.0283677875995636 5.2040281295776367
leaf_count=20 69 4968 130 8127 13 14 14
internal_value=-5.81718e-05 -0.00010113 -0.00501707 -2.60834e-05 0.00916954 0.00192653 0.0179661
internal_weight=4783.05 4760.89 71.5815 4689.31 22.1607 12.1552 10.0054
internal_count=13355 13294 199 13095 61 34 27
is_linear=0
shrinkage=0.0168881


Tree=377
num_leaves=7
num_cat=0
split_feature=85 40 94 137 40 101
split_gain=12.7505 12.8723 9.0347 7.26744 7.41783 6.43297
threshold=-0.85333333333333328 2.6550000000000007 13.050000000000002 16.950000000000003 1.6450000000000002 2.2250000000000005
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=0.029308950394429288 -0.0023233958409796967 0.0015875136459166182 1.1575017906963412e-05 -0.011992164797270189 0.0088134793952214571 -0.001389627034651505
leaf_weight=6.4010212868452099 776.21218574047089 1357.4655408859253 1208.3425849378109 3.6697710603475562 23.657962262630463 244.24045875668526
leaf_count=22 3369 4316 4837 12 75 724
internal_value=0.000104488 7.27927e-06 -0.000901682 0.0104395 0.013179 0.00113352
internal_weight=3619.99 3586.26 1984.55 33.7288 30.059 1601.71
internal_count=13355 13246 8206 109 97 5040
is_linear=0
shrinkage=0.0168881


Tree=378
num_leaves=8
num_cat=0
split_feature=85 95 95 37 4 99 91
split_gain=13.7754 11.45 8.885 6.39802 6.28134 7.5432 4.65762
threshold=-0.34582417582417579 -7.4999999999999973 20.250000000000004 0.1645758919734113 1476.8061619587127 0.30384615384615393 0.16541666666666668
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=0.019798426537784346 -0.0087639262740012609 0.00046290247150940526 0.011115094867319795 -0.0016236352086813617 -0.0095844349796254998 -0.0023360716658276442 -0.00091728008539494667
leaf_weight=4.9439886808395377 38.709536775946617 3722.3353525996208 22.467609465122223 475.10477641224861 74.653563052415848 39.255330994725227 23.181412488222122
leaf_count=15 185 11112 62 1679 248 122 77
internal_value=2.9881e-05 0.000202446 0.000526819 -0.00216162 -0.00514395 0.000139358 -0.00753106
internal_weight=4400.65 4258.62 3744.8 513.814 142.034 44.1993 97.835
internal_count=13500 13038 11174 1864 462 137 325
is_linear=0
shrinkage=0.0168881


Tree=379
num_leaves=7
num_cat=0
split_feature=141 6 86 27 6 31
split_gain=6.04718 6.30439 6.20076 7.19905 6.23251 4.02256
threshold=-2.3664999999999998 1490.4445169315575 3.0790020790020796 0.40563492063492063 1484.1666872712942 0.10394805194805197
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0029720691526298336 -0.0015807540740017504 -0.0079516340309014055 0.0071991429373849088 -0.0025007028038436822 0.00028793524499415502 0.015379990070397627
leaf_weight=4.2108730375766816 588.89189709722996 5.780914992094039 22.958527490496635 440.61017268896103 3754.0920606404543 17.78165677189827
leaf_count=12 1655 16 67 1286 10415 49
internal_value=-0.000118219 0.00773938 -0.000163628 -0.00202026 3.45425e-05 0.011865
internal_weight=4834.33 27.7734 4806.55 463.569 4342.98 21.9925
internal_count=13500 77 13423 1353 12070 61
is_linear=0
shrinkage=0.0168881


Tree=380
num_leaves=8
num_cat=0
split_feature=95 85 36 53 27 127 131
split_gain=14.8799 11.472 9.01448 8.68115 6.56777 3.56782 2.56768
threshold=-7.4999999999999973 0.42848484848484841 3.5050000000000003 3.5350000000000006 0.38050000000000006 2.1835000000000004 1.1835000000000002
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=0.019473556341485811 0.00033652518504802118 -0.0097241293808808631 -0.0017383990045422113 -0.013993557709050171 0.00258047341953032 0.0097573673491363911 0.0018984692477993458
leaf_weight=6.6342430412769309 2129.110634714365 45.160728752613068 829.9550274759531 11.6390433460474 621.57684090733528 2.8489440679550162 3.8581820428371421
leaf_count=22 7352 200 3990 40 1870 13 13
internal_value=0.000120519 -0.000378314 -0.000245439 0.00245085 0.00275892 -0.00856752 -0.0100355
internal_weight=3650.78 3007.08 2959.07 643.708 628.211 48.0097 15.4972
internal_count=13500 11555 11342 1945 1892 213 53
is_linear=0
shrinkage=0.0168881


Tree=381
num_leaves=8
num_cat=0
split_feature=85 95 95 145 4 99 141
split_gain=13.4921 11.0756 8.68355 7.31329 6.16957 7.33692 3.52629
threshold=-0.34582417582417579 -7.4999999999999973 20.250000000000004 0.84635000000000016 1476.8061619587127 0.30384615384615393 1.0000000180025095e-35
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=0.01946156624763528 -0.0013949241787580798 0.00045460473804810896 0.010987654543798752 -0.0076735848410876065 -0.003826985754305969 -0.002313248433146827 -0.010301345323307731
leaf_weight=4.972629338502883 453.03080794215202 3722.793133854866 22.457690238952637 59.910553589463234 42.666080877184868 39.224276483058929 54.869205430150032
leaf_count=15 1658 11112 62 206 145 122 180
internal_value=2.83966e-05 0.000199019 0.000517771 -0.00212831 -0.00509759 0.00013619 -0.00746945
internal_weight=4399.92 4258.19 3745.25 512.941 141.732 44.1969 97.5353
internal_count=13500 13038 11174 1864 462 137 325
is_linear=0
shrinkage=0.0168881


Tree=382
num_leaves=8
num_cat=0
split_feature=125 80 56 129 106 135 11
split_gain=5.64383 6.8558 8.54015 6.03866 5.45811 7.56655 7.27019
threshold=0.55000000000000016 0.042532023217160105 1.9350000000000003 0.70850000000000013 0.59050000000000014 -0.50549999999999995 3.0333333333333337
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=0.023017594236245907 0.0029705497620698081 0.0025213832233749855 -0.0067449698758109168 0.0031643647152689602 5.0373617191702389e-05 -0.0014242918044578437 0.0066551262097520663
leaf_weight=8.1344110071659088 121.24533514678478 253.73090279102325 31.936192840337753 9.4482312798500061 2937.6593823730946 1423.448570638895 48.314907431602478
leaf_count=23 341 700 90 27 8208 3975 136
internal_value=-0.000115044 0.00211544 0.00148536 0.0123508 -0.000264341 -0.00107932 0.000157251
internal_weight=4833.92 303.25 285.667 17.5826 4530.67 1544.69 2985.97
internal_count=13500 840 790 50 12660 4316 8344
is_linear=0
shrinkage=0.0168881


Tree=383
num_leaves=7
num_cat=0
split_feature=95 95 85 123 110 55
split_gain=14.4755 10.9841 10.1027 7.70853 5.57084 5.36415
threshold=4.3499999999999988 -15.749999999999996 0.91500000000000015 0.82100000000000006 33.45000000000001 2.4650000000000003
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=0.029737578514854941 -0.0020907404521982339 0.00059065820996845385 -0.014404382567208981 0.0060359197922930392 0.01575522854026367 0.020576352403811414
leaf_weight=4.1863727569580069 789.98262526839972 2775.0081244260073 12.873774245381354 60.18069514632225 5.0686974376440039 2.9884860515594474
leaf_count=12 3478 9750 55 167 22 16
internal_value=0.000118113 0.00068066 0.000521405 0.00757794 -0.00189244 -0.00200528
internal_weight=3650.29 2852.25 2787.88 64.3671 798.04 792.971
internal_count=13500 9984 9805 179 3516 3494
is_linear=0
shrinkage=0.0168881


Tree=384
num_leaves=8
num_cat=0
split_feature=85 36 85 45 91 111 8
split_gain=13.2097 11.8329 9.58544 5.13366 4.3475 5.48904 5.38222
threshold=-0.34582417582417579 4.0650000000000004 0.91500000000000015 1.2450000000000003 0.16291666666666668 6.1500000000000012 2.3452380952380958
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=-0.0053890168999170245 -0.0003979907292826915 0.0013990649122851877 0.012832190845295058 0.0061328692589084849 -0.0040736245531553554 0.011686541175496806 -0.018093250688740251
leaf_weight=100.92581570148468 3134.1486995518208 1038.4216215908527 15.696584880352018 69.730026483535767 21.004790425300602 9.0044597834348661 10.502880692481993
leaf_count=331 9977 2820 45 196 70 29 32
internal_value=2.73316e-05 0.000195997 -0.000332052 0.00169696 -0.00505016 0.000654548 -0.00658673
internal_weight=4399.43 4258 3149.85 1108.15 141.438 30.0093 111.429
internal_count=13500 13038 10022 3016 462 99 363
is_linear=0
shrinkage=0.0168881


Tree=385
num_leaves=8
num_cat=0
split_feature=141 1 86 27 89 1 147
split_gain=5.83623 6.24153 6.08832 7.05768 5.65866 3.76883 1.69433
threshold=-2.3664999999999998 1418.706826059067 3.0790020790020796 0.40563492063492063 0.030000000000000002 1346.4747087448948 0.43873633682589819
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=0.0031206763935525106 -0.00039296153690221279 -0.011734058113788179 0.0071241001713468304 -0.0024736172205479358 0.00089895719106592191 0.018699772769177173 0.0031588627261105282
leaf_weight=6.98654273152352 2889.1512728631496 4.3314062058925611 22.99170446395874 440.28932110965252 1453.3796616792679 12.117272168397902 4.3796119689941406
leaf_count=20 8048 12 67 1286 4022 33 12
internal_value=-0.000112262 0.00760128 -0.000156911 -0.00199725 3.94186e-05 0.0130037 -0.00424369
internal_weight=4833.63 27.8148 4805.81 463.281 4342.53 19.1038 8.71102
internal_count=13500 77 13423 1353 12070 53 24
is_linear=0
shrinkage=0.0168881


Tree=386
num_leaves=8
num_cat=0
split_feature=36 85 34 5 111 40 141
split_gain=14.2459 8.12875 7.33966 7.20816 6.97475 5.65665 3.9434
threshold=3.5050000000000003 0.19324786324786322 9.2800000000000029 1526.9199294089376 29.150000000000002 1.7650000000000003 0.64050000000000018
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=0.00081812859865487513 -0.0049607646516625246 -0.0016662286171086082 0.0090298170668841812 0.00068048620383864421 0.022812268146048021 -0.0015846481900600132 -0.0083909339469069623
leaf_weight=2602.3239989578724 197.49353423714638 94.24527670443058 31.419052630662918 186.90097585320473 4.1513499766588202 499.75314907729626 33.793583139777184
leaf_count=8714 1063 331 85 959 19 2213 116
internal_value=0.000115713 0.000714077 0.000916099 -0.00174461 0.00116154 -0.00254096 -0.0034413
internal_weight=3650.08 2761.78 2633.74 888.299 191.052 697.247 128.039
internal_count=13500 9246 8799 4254 978 3276 447
is_linear=0
shrinkage=0.0168881


Tree=387
num_leaves=8
num_cat=0
split_feature=95 85 0 110 49 26 11
split_gain=13.2423 11.86 9.74322 6.90205 6.84967 5.91308 4.64385
threshold=-8.2499999999999964 0.25519181585677758 1534.3283150418895 4.9500000000000011 2.8950000000000005 0.46211111111111119 1.4083333333333334
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=-0.0041523342241161542 -0.0006479808159416718 0.0065949493995818755 0.0010709374329032732 -0.0049454433400988543 -0.0013761663269211929 5.5778669785002519e-05 -0.011746493735707575
leaf_weight=71.065921157598495 2106.9470067322254 128.68084748089314 1698.7944985479116 100.4427315145731 40.393009528517723 205.08911506831646 33.94348032772541
leaf_count=270 6551 364 4907 389 119 737 124
internal_value=1.54879e-05 0.000313744 0.000119298 -0.00287213 0.00469045 -0.00158828 -0.00660734
internal_weight=4385.36 3974.82 3805.74 410.541 169.074 305.532 105.009
internal_count=13461 11941 11458 1520 483 1126 394
is_linear=0
shrinkage=0.0168881


Tree=388
num_leaves=7
num_cat=0
split_feature=27 99 6 31 136 44
split_gain=6.21339 5.47872 7.35776 6.92 3.69916 3.1782
threshold=0.68211111111111122 0.58114035087719318 1477.3356550245644 0.20332093151439992 10.950000000000001 8.5250000000000004
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=0.0017390609228516969 -0.01813242829552723 -0.0031075825837435715 2.1398639976080089e-05 -0.0011836964544573532 0.0037220068173732671 -0.0034905484385197617
leaf_weight=1036.7964717596769 10.692756265401846 229.55993145704269 3232.673750564456 297.27508673071861 5.315592646598815 7.0014247596263877
leaf_count=2885 31 655 9012 843 15 20
internal_value=0.000126237 0.000168242 -0.000186058 0.00108776 -0.00862859 -0.0123403
internal_weight=4819.32 4796.31 3462.23 1334.07 23.0098 17.6942
internal_count=13461 13395 9667 3728 66 51
is_linear=0
shrinkage=0.0168881


Tree=389
num_leaves=8
num_cat=0
split_feature=34 95 2 36 30 86 113
split_gain=18.4313 7.97064 7.58861 7.18867 5.82195 5.1603 3.07861
threshold=1.8450000000000004 1.650000000000001 -174.9112688311503 1.1650000000000003 0.22257607926397738 2.0993827160493832 0.76350000000000018
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=0.0076307445503125274 0.0055308864171661042 -0.001828461628049346 -0.00083557615958606971 0.00033940277547484773 0.0030839300478192242 -0.0049127235189528051 0.020184976685850359
leaf_weight=31.290510177612305 55.654514759778976 412.14582066982985 862.08096787333488 1775.8011409789324 251.693021312356 247.74138766527176 4.4146447181701651
leaf_count=103 150 1961 3508 5784 791 1152 12
internal_value=-0.00018576 -0.00157879 -0.000539012 0.000850716 0.000680121 -0.00298642 0.00660834
internal_weight=3640.82 1553.26 893.371 2087.56 2027.49 659.887 60.0692
internal_count=13461 6724 3611 6737 6575 3113 162
is_linear=0
shrinkage=0.0168881


Tree=390
num_leaves=8
num_cat=0
split_feature=95 36 81 110 34 42 11
split_gain=12.8995 9.225 7.68848 6.78956 6.3481 5.89588 4.59128
threshold=-8.2499999999999964 4.4150000000000009 1.0000000180025095e-35 4.9500000000000011 3.1550000000000007 4.5750000000000011 1.4083333333333334
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=-0.0041096705340306332 -0.00033441384065217839 0.0072604343708878227 0.0034070201819986004 -4.2194977257206198e-05 -0.0054609491780850984 0.0014671125167834656 -0.011679354735600627
leaf_weight=70.888773769140244 2905.1706026345491 53.240752756595612 165.57660898566246 219.39340987801552 85.770075142383575 850.62390637397766 33.737509116530418
leaf_count=270 8980 144 506 749 377 2311 124
internal_value=1.46028e-05 0.000308743 -0.000132665 -0.00283824 -0.00156529 0.00180839 -0.00655083
internal_weight=4384.4 3974.61 3070.75 409.79 305.163 903.865 104.626
internal_count=13461 11941 9486 1520 1126 2455 394
is_linear=0
shrinkage=0.0168881


Tree=391
num_leaves=8
num_cat=0
split_feature=54 135 24 49 99 30 131
split_gain=5.62334 5.99007 7.00024 5.77094 5.23645 4.60983 4.58408
threshold=1.3050000000000004 -0.72899999999999987 0.30952380952380959 2.6350000000000002 0.69782608695652182 0.43875000000000003 1.6835000000000002
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=0.01468357597508883 0.00027800171929957731 0.00034837124972228364 0.0025097317059930273 -0.01074008214486466 -0.0016077956669920557 0.0052261618983832654 0.0063797600152601056
leaf_weight=17.167820602655411 1011.8176893740892 2921.9249890297651 62.607213765382767 26.041484981775287 717.93509948253632 56.324826538562775 5.3808454573154441
leaf_count=47 2909 8011 172 73 2077 157 15
internal_value=0.000125166 0.000562967 0.00512992 -0.000634997 -0.000504686 0.000440629 -0.00780763
internal_weight=4819.2 3058.02 79.775 1761.18 1729.75 2978.25 31.4223
internal_count=13461 8387 219 5074 4986 8168 88
is_linear=0
shrinkage=0.0168881


Tree=392
num_leaves=8
num_cat=0
split_feature=34 95 2 148 1 51 148
split_gain=17.9679 7.8054 7.38943 7.01203 9.684 6.65188 5.86908
threshold=1.8450000000000004 1.650000000000001 -174.9112688311503 0.25070180469638537 1568.1142189026939 1.0750000000000004 0.25408003032272042
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=0.0075171488234265314 0.0039586038727828753 -0.0055957408653630391 -0.00082457764106653412 -0.0028623549528518232 2.0187174569433621e-05 -0.0018637954955745648 0.00053858229152008771
leaf_weight=31.390372440218925 396.29914501309395 192.51776525378227 861.56039406359196 164.49642050266266 323.37288653850555 465.93431688845158 1203.8922320306301
leaf_count=103 1273 902 3508 523 977 2211 3964
internal_value=-0.000183338 -0.00155999 -0.000531307 0.000839483 0.00218898 -0.00295498 0.000129731
internal_weight=3639.46 1551.4 892.951 2088.06 719.672 658.452 1368.39
internal_count=13461 6724 3611 6737 2250 3113 4487
is_linear=0
shrinkage=0.0168881


Tree=393
num_leaves=8
num_cat=0
split_feature=95 85 0 49 145 143 93
split_gain=12.5806 11.5433 9.35712 6.66536 4.88808 6.6776 4.42354
threshold=-8.2499999999999964 0.25519181585677758 1534.3283150418895 2.8950000000000005 0.21995000000000003 -0.51349999999999996 22.050000000000004
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=-0.0054757941247135528 -0.00064020453608623553 0.0064981084587676895 0.0010444059606394003 -0.0013656494013544226 -0.0063636762542118204 0.00028140581673626123 0.011506253771401886
leaf_weight=163.25828747451305 2106.0163486003876 128.76824679970741 1699.0535153150558 40.375945657491684 56.233708247542381 185.0691220164299 4.4940970093011847
leaf_count=639 6551 364 4907 119 198 666 17
internal_value=1.36372e-05 0.000303911 0.000112007 0.00462083 -0.00280648 -0.00126708 -0.00502068
internal_weight=4383.27 3974.21 3805.07 169.144 409.055 241.303 167.752
internal_count=13461 11941 11458 483 1520 864 656
is_linear=0
shrinkage=0.0168881


Tree=394
num_leaves=8
num_cat=0
split_feature=141 11 150 130 148 2 147
split_gain=6.45513 6.07894 8.74405 5.23716 4.86659 4.35989 3.1579
threshold=-2.3664999999999998 2.3452380952380958 0.49487416709638937 1.1835000000000002 0.17399267399267399 56.120495359591935 0.44292175993420807
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=0.0072425004576975984 0.0043606182760429543 0.003228683765198739 -0.0036643657259940433 -0.012166370739906061 0.0001641215737289952 0.0085458553066006821 0.025281136462071634
leaf_weight=4.9832548797130602 80.253555491566658 66.700346231460571 246.26320487260818 4.3918150365352622 4401.7131008505821 8.5225895643234235 6.2399784028530121
leaf_count=14 229 186 711 12 12268 24 17
internal_value=0.000124226 8.03667e-05 -0.00219521 0.00883577 0.000239269 0.00150024 0.0172743
internal_weight=4819.07 4794.93 312.964 24.1376 4481.97 12.9144 11.2232
internal_count=13461 13394 897 67 12497 36 31
is_linear=0
shrinkage=0.0168881


Tree=395
num_leaves=8
num_cat=0
split_feature=36 51 142 144 0 95 28
split_gain=15.7422 7.98025 11.2529 6.37514 7.72943 6.07812 4.89735
threshold=2.6750000000000003 1.0750000000000004 -1.2689999999999997 -0.0014499999999999997 1518.2321543502451 4.3499999999999988 0.45000000000000007
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=0.00028180244344117603 0.015338152960770277 0.0046985520687151724 -0.0013687272233007702 0.001523594878652513 -0.0062520685679210292 -0.0015664337579886385 -0.0048939883861994025
leaf_weight=164.63072019815445 3.4707756191492072 93.310664892196655 1327.7382148057222 1568.8544128239155 75.2324278652668 205.307287722826 199.74761378765106
leaf_count=517 16 386 5665 4900 254 734 989
internal_value=-0.000180979 -0.00141798 -0.000970312 0.000816627 -0.00176743 0.001166 -0.0045483
internal_weight=3638.29 1624.27 1421.05 2014.02 239.863 1774.16 203.218
internal_count=13461 7056 6051 6405 771 5634 1005
is_linear=0
shrinkage=0.0168881


Tree=396
num_leaves=8
num_cat=0
split_feature=85 130 37 36 41 118 31
split_gain=16.745 8.70387 11.9378 7.24056 4.31603 11.6019 3.12621
threshold=-0.40479262672811062 1.7070000000000001 0.53316110594953114 16.425000000000001 2.0450000000000004 1.2250000000000003 0.088998899889988964
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=0.00053408359411840581 -0.0011434312812833838 0.00082974958337768065 0.0017694053194995097 0.0099046532140606783 0.020543479985256068 -0.0068153896637486323 -0.010602554421475644
leaf_weight=8.1342068165540677 2122.728582918644 1641.9882035702467 494.82614916563034 25.464898198843002 5.4958012402057674 22.592693462967873 61.600830525159836
leaf_count=27 6903 4822 1347 76 19 70 210
internal_value=-0.000143005 1.4712e-05 -0.000592775 0.000968355 -0.00705178 -0.00146135 -0.00930318
internal_weight=4382.83 4285.01 2617.55 1667.45 97.8235 28.0885 69.735
internal_count=13474 13148 8250 4898 326 89 237
is_linear=0
shrinkage=0.0168881


Tree=397
num_leaves=6
num_cat=0
split_feature=121 10 6 133 6
split_gain=8.04592 6.95832 5.44725 4.6854 5.00846
threshold=2.5280000000000005 4.3000000000000007 1471.0488572527588 2.2930000000000006 1487.0016322811723
decision_type=2 2 2 2 2
left_child=1 2 -1 4 -2
right_child=3 -3 -4 -5 -6
leaf_value=-0.0028313501969425346 0.0073847575493078532 0.017785888988325737 0.00032811496467282644 -0.017636248421965775 -0.0057400440972422946
leaf_weight=161.11061602830887 9.6671053767204267 6.4408286213874808 4580.3283781558275 7.8719211816787711 58.253309369087219
leaf_count=463 27 18 12774 23 169
internal_value=0.000157437 0.000244588 0.000220753 -0.0053016 -0.00387161
internal_weight=4823.67 4747.88 4741.44 75.7923 67.9204
internal_count=13474 13255 13237 219 196
is_linear=0
shrinkage=0.0168881


Tree=398
num_leaves=8
num_cat=0
split_feature=36 121 91 146 86 26 26
split_gain=17.4128 10.0534 9.74686 8.36307 7.85852 6.18228 5.09403
threshold=3.0250000000000004 2.5280000000000005 0.025416666666666653 0.0091500000000000019 1.1250000000000002 0.49788888888888888 0.51211111111111129
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=0.00080419817732112718 0.00082507210561483832 0.0087131005754537087 0.0031038831259392486 -0.0045417982335051116 -0.0065716419146320971 -0.0019642997966041308 -0.010381774457830673
leaf_weight=2286.4830242246389 340.49686304479837 59.089482814073563 27.996529653668404 86.619279697537422 165.173549041152 677.55156572163105 4.2714580297470084
leaf_count=7463 1494 173 129 278 755 3169 13
internal_value=-3.63617e-05 0.000786328 -0.00169129 0.000609056 -0.00516922 -0.00103134 0.0074254
internal_weight=3647.68 2436.46 1211.22 2373.1 193.17 1018.05 63.3609
internal_count=13474 7927 5547 7741 884 4663 186
is_linear=0
shrinkage=0.0168881


Tree=399
num_leaves=8
num_cat=0
split_feature=85 85 28 99 41 118 31
split_gain=16.4263 8.50647 7.8795 6.18139 4.25085 11.2855 3.08141
threshold=-0.40479262672811062 0.23268065268065263 4.7888888888888896 0.62828947368421062 2.0450000000000004 1.2250000000000003 0.088998899889988964
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=0.00052605991510086883 -0.00068145854557412756 -0.00053696964920539039 0.0008957925426399542 0.005458756276104944 0.020141874017473027 -0.0067567433158797676 -0.010532311993216779
leaf_weight=8.1362187266349775 2717.894859701395 76.53128881752491 1353.0872229784727 136.4982822984457 5.5414559692144421 22.550446420907974 61.31031396985054
leaf_count=27 8569 222 3961 396 19 70 210
internal_value=-0.000141095 1.49265e-05 -0.000157216 0.00330467 -0.00699401 -0.00144968 -0.00923638
internal_weight=4381.55 4284.01 4070.98 213.03 97.5384 28.0919 69.4465
internal_count=13474 13148 12530 618 326 89 237
is_linear=0
shrinkage=0.0168881


Tree=400
num_leaves=7
num_cat=0
split_feature=121 29 26 10 151 0
split_gain=7.76832 7.04305 8.49801 5.99021 3.51612 3.04752
threshold=2.5855000000000006 3.8452380952380958 0.44707142857142862 4.3000000000000007 0.92500000000000016 1404.5425997246773
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=0.003700904202146272 0.0081300309758369008 -0.00030049191496709732 0.00056039337230678399 0.018174865946467684 -0.0036370928290465144 -0.011041979389047383
leaf_weight=293.42785677313805 5.2054434120655051 2938.2321981191635 1512.3631196767092 5.0134534537792197 44.785871565341949 24.549480974674225
leaf_count=802 15 8212 4230 14 130 71
internal_value=0.000155492 0.000240407 0.00107072 -0.000269012 -0.0052541 -0.00625931
internal_weight=4823.58 4749.04 1805.79 2943.25 74.5408 69.3354
internal_count=13474 13258 5032 8226 216 201
is_linear=0
shrinkage=0.0168881


Tree=401
num_leaves=8
num_cat=0
split_feature=34 85 109 35 120 12 34
split_gain=14.6354 11.6305 9.55538 9.05615 8.45316 5.73492 5.69913
threshold=2.4950000000000006 -0.41468085106382974 3.5000000000000004 3.9950000000000006 1.1835000000000002 1.0000000180025095e-35 2.5150000000000001
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=0.015740679325101693 0.011974787542162709 -0.00054677619869077185 0.0025839922261505807 -0.0038776031814660955 0.0022763508854514326 -0.0054798296055944429 0.0020545273497879772
leaf_weight=19.496102496981621 16.824985355138779 2289.1970978081226 36.913489133119583 259.17318974435329 41.853877395391464 78.938081353902817 904.50626713037491
leaf_count=68 54 8716 105 1456 147 234 2694
internal_value=-3.61371e-05 -0.000710599 0.0016609 -0.000885536 0.00655556 -0.00291026 0.00223572
internal_weight=3646.9 2609.72 1037.18 2548.37 61.35 115.852 921.331
internal_count=13474 10387 3087 10172 215 339 2748
is_linear=0
shrinkage=0.0168881


Tree=402
num_leaves=8
num_cat=0
split_feature=130 37 28 36 37 99 108
split_gain=8.89694 11.551 8.72003 7.29544 7.2465 6.98456 3.60281
threshold=1.7070000000000001 0.53316110594953114 6.4142857142857155 16.425000000000001 0.52993497838902981 0.65301003344481623 2.5000000000000004
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=-0.0011962986997082197 -0.00057650596582401999 0.0018464682229356183 -0.015100477721647885 0.01413718497437619 -0.012372853694523829 0.001624069484463453 0.00045153533424810812
leaf_weight=2153.8167874664068 721.11780263483524 497.20066207647324 8.812618136405943 17.33213493227959 16.673725157976151 957.65372571349144 8.0325532853603345
leaf_count=7034 2149 1354 24 52 47 2790 24
internal_value=-0.000139175 -0.000746478 0.00155127 0.000814636 -0.00128217 0.000678796 0.00980419
internal_weight=4380.64 2676.5 506.013 1704.14 2170.49 1678.77 25.3647
internal_count=13474 8459 1378 5015 7081 4939 76
is_linear=0
shrinkage=0.0168881


Tree=403
num_leaves=8
num_cat=0
split_feature=29 98 91 130 31 77 99
split_gain=6.09893 9.36381 9.36577 7.11063 5.117 6.044 5.31834
threshold=3.8452380952380958 0.4494949494949495 0.045416666666666605 2.1340000000000003 0.069375687568756866 0.65476190476190488 0.56832298136645976
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=-0.0037605674187733652 0.023377848064462491 0.0018586247167768461 0.0043697892049119145 -0.0013495191330466286 0.00090437288120468146 0.0031948700318445676 -0.00080114469178592916
leaf_weight=199.94821253418922 4.7088677585124961 1362.330414250493 50.64285147190094 230.35449223220348 678.27320405840874 41.807111203670502 2255.5194200277328
leaf_count=559 13 3768 141 671 1897 116 6309
internal_value=0.000153552 0.000917144 -0.00211737 0.00139461 -0.00031871 0.00523865 -0.000406832
internal_weight=4823.58 1843.28 250.591 1592.68 2980.31 46.516 2933.79
internal_count=13474 5139 700 4439 8335 129 8206
is_linear=0
shrinkage=0.0168881


Tree=404
num_leaves=8
num_cat=0
split_feature=34 109 35 2 27 128 34
split_gain=14.263 9.34178 8.25287 7.70084 7.50602 5.608 5.53938
threshold=2.4950000000000006 3.5000000000000004 3.9950000000000006 -174.9112688311503 0.43154761904761901 1.0000000180025095e-35 2.5150000000000001
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=0.0043937416215667213 0.011785138008426463 0.0025464840849033113 0.0027678704128567531 -0.0005796545484606806 -0.0048226318956673597 -0.0054280137183866789 0.0020275440755341012
leaf_weight=92.440156489610672 16.904441028833389 36.93375352025032 44.745074838399887 2252.2106173634529 218.97424261271954 78.820115715265274 905.05906191468239
leaf_count=303 54 105 255 8605 1224 234 2694
internal_value=-3.59208e-05 0.0016387 -0.000702164 -0.000383563 -0.00353466 -0.00288337 0.00220648
internal_weight=3646.09 1037.72 2608.37 2344.65 263.719 115.754 921.964
internal_count=13474 3087 10387 8908 1479 339 2748
is_linear=0
shrinkage=0.0168881


Tree=405
num_leaves=8
num_cat=0
split_feature=85 85 0 8 11 86 144
split_gain=16.2071 13.3341 8.94376 5.88548 5.02191 4.11447 2.88826
threshold=-0.34582417582417579 0.23842293906810033 1524.0695791269989 0.65476190476190488 2.2583333333333337 2.6837719298245619 0.015850000000000006
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=-0.0074739036487955152 -0.00087748393894648141 0.012626241530982215 0.00071707657467654678 0.0032648439031428243 -0.0092197949594880479 0.010810785576785631 0.0029006500937518026
leaf_weight=118.24191422760487 2161.3904015421867 21.288660958409309 1872.260314360261 191.26219452917576 4.3797618746757498 8.7982759177684766 8.1795347779989225
leaf_count=389 6928 64 5484 554 14 28 27
internal_value=-0.000106248 7.98911e-05 -0.000137346 0.00420259 -0.00576823 0.00415165 -0.00680247
internal_weight=4385.8 4246.2 4033.65 212.551 139.599 13.178 126.421
internal_count=13488 13030 12412 618 458 42 416
is_linear=0
shrinkage=0.0168881


Tree=406
num_leaves=8
num_cat=0
split_feature=48 11 30 79 142 147 48
split_gain=7.43629 6.34462 6.16125 6.02829 6.02313 5.13024 4.47016
threshold=2.1450000000000005 3.2761904761904765 0.43875000000000003 3.0193452380952386 -1.0689999999999997 0.41641356115479727 2.8050000000000002
decision_type=2 2 2 2 2 2 2
left_child=2 3 5 -2 -4 -1 -3
right_child=1 6 4 -5 -6 -7 -8
leaf_value=0.0013442488669189524 0.00033351769947258876 0.018820692263660031 -0.012073490740829682 -0.0030491783561160794 0.0066248595860452985 -4.9609104564141524e-05 -0.003505371066698289
leaf_weight=993.73539194464684 239.99029213190079 7.3121002614498121 5.3002476990222922 401.79901140928268 67.140658736228943 3110.2602013200521 3.9311025887727737
leaf_count=2713 720 21 15 1191 187 8628 13
internal_value=0.000112028 -0.00156386 0.000374077 -0.00178422 0.00525639 0.000287892 0.0110125
internal_weight=4829.47 653.033 4176.44 641.789 72.4409 4104 11.2432
internal_count=13488 1945 11543 1911 202 11341 34
is_linear=0
shrinkage=0.0168881


Tree=407
num_leaves=8
num_cat=0
split_feature=42 95 132 85 85 6 1
split_gain=14.3612 10.3843 10.2923 9.7503 9.19387 7.55519 7.19816
threshold=3.5350000000000006 -15.749999999999996 0.89450000000000018 -0.7533333333333333 -0.25830845771144278 1517.9096322212456 1565.6953960582962
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=-0.015177141828416191 0.0033407444119660447 0.010475385025666587 0.0093407658507822788 0.00044885733750450014 -0.0012231573236679567 0.02890821526561092 -0.0047628583864970635
leaf_weight=5.309831738471984 62.198105603456497 28.003657266497612 60.664041996002197 2266.5327568650246 1022.7216449975967 3.4809953719377509 195.12124883383512
leaf_count=15 255 85 167 7393 4694 13 866
internal_value=-2.05889e-05 0.000761185 0.00736705 0.000571238 -0.00145836 0.00469629 -0.0017903
internal_weight=3644.03 2360.51 65.9739 2294.54 1283.52 65.6791 1217.84
internal_count=13488 7660 182 7478 5828 268 5560
is_linear=0
shrinkage=0.0168881


Tree=408
num_leaves=8
num_cat=0
split_feature=96 85 110 99 123 131 145
split_gain=16.4237 12.7957 12.1083 9.55927 8.46909 8.00344 6.45658
threshold=2.5000000000000004 -0.14902097902097897 5.1500000000000012 0.65301003344481623 0.93100000000000016 1.8165000000000002 0.21885000000000002
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=0.0025921911059761486 -0.003528655716593563 6.4103844616716118e-05 -0.0068376748105115443 0.0021456074905187605 -0.0012814554362087153 0.0047236926500283946 -0.002380611339909541
leaf_weight=193.52741897106171 279.29219521582127 1315.5635521709919 148.56486175954342 1206.2839842736721 956.96530251204967 38.087256729602814 246.57789625227451
leaf_count=591 850 4001 539 3548 3011 119 829
internal_value=-0.000105029 0.000657558 -0.00150587 0.00105977 -0.000629837 -0.00253825 -0.00405643
internal_weight=4384.86 2839.23 1545.64 2521.85 1150.49 317.379 395.143
internal_count=13488 8518 4970 7549 3602 969 1368
is_linear=0
shrinkage=0.0168881


Tree=409
num_leaves=7
num_cat=0
split_feature=49 55 144 86 85 86
split_gain=7.48203 6.18497 5.89383 5.17193 7.72697 7.19109
threshold=2.8850000000000002 1.5250000000000001 -0.0058499999999999984 2.6698717948717952 -0.27857142857142853 2.6837719298245619
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=0.0055820731423592953 0.021894984786974592 0.0075751269084939231 0.00082276601138714389 -0.016632627260142092 -0.00013655452052919046 -0.0013586491178490562
leaf_weight=69.448844432830811 4.0407912731170645 37.725520104169846 1623.752809047699 8.8874723613262159 2271.8759557306767 813.4936999976635
leaf_count=192 11 102 4394 25 6421 2343
internal_value=0.000110697 0.00102687 0.000976101 -0.000371611 3.30626e-05 -0.00152375
internal_weight=4829.23 1665.52 1661.48 3163.71 2341.32 822.381
internal_count=13488 4507 4496 8981 6613 2368
is_linear=0
shrinkage=0.0168881


Tree=410
num_leaves=8
num_cat=0
split_feature=42 29 35 111 131 31 143
split_gain=14.0204 6.99579 6.15004 6.80835 5.19604 5.05175 4.46955
threshold=3.5350000000000006 0.31666666666666671 5.8450000000000006 17.050000000000004 0.89450000000000018 0.1178786475220009 -0.80499999999999994
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=0.030401256304629979 -0.00065541487169721105 -0.0013916636401054951 0.0031862048365331836 -0.0039863635926543324 0.0069434850384401999 -0.010726425341090143 0.00093421979269827336
leaf_weight=3.2796608358621624 1027.735977217555 265.79163432121277 9.526458725333212 210.94030378758907 15.087627083063124 34.004316374659538 2076.8640459477901
leaf_count=11 4616 907 62 922 50 228 6692
internal_value=-2.03166e-05 0.000751731 -0.00144196 -0.00122268 0.0111338 -0.00768116 0.000670321
internal_weight=3643.23 2361.02 1282.21 1238.68 18.3673 43.5308 2342.66
internal_count=13488 7660 5828 5538 61 290 7599
is_linear=0
shrinkage=0.0168881


Tree=411
num_leaves=8
num_cat=0
split_feature=85 85 5 4 135 34 148
split_gain=15.6108 12.9744 8.8999 7.0611 5.49435 5.13327 2.2037
threshold=-0.34582417582417579 0.25519181585677758 1501.6987275566682 1507.9386235807158 0.26200000000000007 2.3350000000000004 0.26356968113433638
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=-0.0041095546551132098 -0.0009588325051710227 0.005582573719622101 0.00062592256265750186 -0.012454892001812785 0.0083883576746557817 -0.002055097204624374 -0.0062449118815151279
leaf_weight=61.023618757724762 1918.1383632868528 160.5270664691925 2136.4291224181652 36.465703561902046 12.005111142992972 29.743682622909546 29.510838061571121
leaf_count=197 6190 450 6289 123 38 101 100
internal_value=-0.000103899 7.84647e-05 -0.000123789 -0.00567297 -0.00205468 0.0043885 -0.00967762
internal_weight=4383.84 4244.84 4054.57 139.005 73.0287 190.271 65.9765
internal_count=13488 13030 12479 458 235 551 223
is_linear=0
shrinkage=0.0168881


Tree=412
num_leaves=7
num_cat=0
split_feature=49 55 141 86 86 89
split_gain=7.29233 6.02566 5.51119 5.06754 7.07287 7.01569
threshold=2.8850000000000002 1.5250000000000001 -0.70699999999999985 2.6698717948717952 2.6837719298245619 0.030000000000000002
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7
leaf_value=-0.00040557833217524258 0.021582033344156492 0.002918846975467538 0.00047987614240743622 -0.016516909004404848 -0.001343895026022288 0.001978797691431557
leaf_weight=1909.7933746725321 4.0523678660392752 329.64321532845497 1331.9817864000797 8.8577925860881788 813.21002560853958 431.46732649207115
leaf_count=5405 11 890 3606 25 2343 1208
internal_value=0.000109519 0.00101393 0.000963749 -0.000366698 -0.00150742 3.38243e-05
internal_weight=4829.01 1665.68 1661.63 3163.33 822.068 2341.26
internal_count=13488 4507 4496 8981 2368 6613
is_linear=0
shrinkage=0.0168881


Tree=413
num_leaves=8
num_cat=0
split_feature=39 1 2 147 34 145 148
split_gain=9.10229 8.82187 7.26935 8.79986 6.99663 6.45775 5.93163
threshold=0.27797209426403818 1564.6117506423741 183.69082260480027 0.41302710676091753 2.0350000000000006 0.81415000000000015 0.25070180469638537
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=-0.00074106027125146051 0.0018398982442527371 -0.006012393748830845 0.016390798335030311 -0.0071026915136081555 0.012237964328580831 0.0020201205137599346 8.3098378764791676e-05
leaf_weight=1021.25828358531 866.94557173550129 155.95720863342285 4.9499149173498145 55.794697687029839 11.984525308012961 34.93603889644146 1490.6923692300916
leaf_count=4623 2786 692 21 274 46 155 4891
internal_value=-2.01412e-05 -0.00120675 0.000580484 -0.00518781 -0.000590491 -0.00454221 0.000729116
internal_weight=3642.52 1224.14 2418.38 60.7446 1033.24 190.893 2357.64
internal_count=13488 5516 7972 295 4669 847 7677
is_linear=0
shrinkage=0.0168881


Tree=414
num_leaves=8
num_cat=0
split_feature=99 85 145 148 106 125 5
split_gain=15.2778 11.392 12.5537 6.21904 6.25874 5.29295 3.94338
threshold=0.65301003344481623 0.23842293906810033 0.68385000000000007 0.18605733897494806 0.13650000000000004 0.55000000000000016 1499.3902166104524
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=-0.011315222555328075 0.0012941611149183186 -0.0076176261232024723 -0.0014908666493959593 0.0084382147224804933 -0.0010585839716333709 0.0066931183062699587 -0.0034327290658121923
leaf_weight=23.308738455176353 1764.0146429389715 7.8639605045318595 625.21203377842903 20.017169564962387 1755.9518984109163 117.23918554186821 81.099431231617928
leaf_count=75 5385 24 1902 59 5494 337 247
internal_value=-3.5605e-05 0.000825499 0.000565366 -0.00118704 -0.000951529 0.00579334 -0.00519272
internal_weight=4394.71 2514.33 2389.23 1880.38 1775.97 125.103 104.408
internal_count=13523 7648 7287 5875 5553 361 322
is_linear=0
shrinkage=0.0168881


Tree=415
num_leaves=8
num_cat=0
split_feature=86 27 136 144 136 144 28
split_gain=6.61326 6.21687 6.53251 6.10449 6.95704 5.84262 5.40445
threshold=3.0618622448979598 0.40563492063492063 10.15 -0.0062499999999999995 7.4500000000000002 -0.00014999999999999999 2.4722222222222228
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=0.016793600380203562 0.016766884940718617 -0.0038495196269872651 0.00060309551039074876 0.00055586051624698617 -0.00081701689312891745 -9.2039939382031151e-05 0.0027418802037722815
leaf_weight=8.346200764179228 9.2566717714071292 315.51388461887836 133.82621468603611 2286.0629708170891 1951.3623152971268 15.982782453298567 120.89438077807426
leaf_count=23 27 923 388 6359 5418 46 339
internal_value=-0.000171851 -0.00206521 -0.00252335 3.39174e-05 -7.63528e-05 0.00609017 0.00364954
internal_weight=4841.25 474.58 449.34 4366.67 4237.43 25.2395 129.241
internal_count=13523 1384 1311 12139 11777 73 362
is_linear=0
shrinkage=0.0168881


Tree=416
num_leaves=8
num_cat=0
split_feature=85 42 148 64 145 31 136
split_gain=15.5366 13.8371 8.54631 7.4592 2.86242 3.35852 1.56975
threshold=0.47230769230769221 3.5250000000000004 0.25001118310045645 1.0000000180025095e-35 0.86515000000000009 0.22886461098631819 5.2500000000000009
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=0.0025397732070619322 -0.0065917021090415315 -0.0029356121784061139 0.0004058563072506422 -0.00014921076836200845 -0.0098743828712162859 0.013881208748863519 -0.013780638810441248
leaf_weight=832.71701288223267 13.166142985224722 398.53232800215483 1498.7529284060001 877.04701183736324 3.8940735012292853 3.0084444433450699 25.424214288592339
leaf_count=2664 62 1959 4880 3819 17 13 109
internal_value=0.000270626 0.000394329 0.00116803 -0.00101979 -0.00953701 0.000476001 -0.0113286
internal_weight=3652.54 3607.05 2331.47 1275.58 45.4929 6.90252 38.5904
internal_count=13523 13322 7544 5778 201 30 171
is_linear=0
shrinkage=0.0168881


Tree=417
num_leaves=8
num_cat=0
split_feature=99 85 110 1 148 93 130
split_gain=14.9345 11.0588 11.1314 7.75938 6.09173 5.9778 4.16178
threshold=0.65301003344481623 0.23842293906810033 13.350000000000003 1667.5631204410533 0.18605733897494806 4.0500000000000007 1.4720000000000002
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=-0.0099545394743859577 -0.00010302459878722295 0.0065365372328825382 0.0025662068870405882 -0.015609538432524696 0.0040715457771538345 -0.0011332936160800809 -0.0027754045741330636
leaf_weight=34.366013869643211 1796.8529026061296 120.53851662576199 592.53396373987198 4.6869439929723731 65.337536618113518 1709.9747559726238 69.864762604236603
leaf_count=109 5535 347 1752 14 195 5358 213
internal_value=-3.58931e-05 0.000815299 0.000558897 0.00570743 -0.0011747 -0.000941723 -0.0051427
internal_weight=4394.16 2514.61 2389.39 125.225 1879.54 1775.31 104.231
internal_count=13523 7648 7287 361 5875 5553 322
is_linear=0
shrinkage=0.0168881


Tree=418
num_leaves=8
num_cat=0
split_feature=2 56 149 85 37 144 144
split_gain=5.44517 7.10282 11.8386 5.89629 5.35576 6.48184 5.40235
threshold=-242.28734360729558 1.6650000000000003 0.53433908520280893 -0.046602564102564088 0.18576820877746242 0.0014500000000000001 -0.0065499999999999994
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=0.0038818606973653465 -0.0056823395005372217 0.015871036008633595 -0.011787794606965097 0.0041114929150785351 0.00319105716369413 0.003284570282570321 -0.00027370459537492318
leaf_weight=40.43055060505867 100.95714581012726 14.502634733915327 20.838385939598083 75.38763889670372 132.18277816474438 29.768441081047058 4426.7322850525379
leaf_count=118 292 42 62 218 373 87 12331
internal_value=-0.000168195 0.00298666 -0.00144722 0.00600905 -0.00026989 -0.00364023 -0.000173241
internal_weight=4840.8 151.159 61.2689 89.8903 4689.64 130.726 4558.92
internal_count=13523 440 180 260 13083 379 12704
is_linear=0
shrinkage=0.0168881


Tree=419
num_leaves=8
num_cat=0
split_feature=42 148 42 17 4 45 92
split_gain=14.1662 7.87205 8.29739 6.78396 9.02389 7.3801 6.19151
threshold=3.5250000000000004 0.25001118310045645 3.5050000000000003 1.0000000180025095e-35 1315.4287603335647 1.5350000000000004 0.7629166666666668
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=0.002245026788734247 -0.00040434046238505846 0.00019298738499156926 0.013060712013493882 0.023766265540038464 -0.0030600269622212289 0.018003353748170109 0.021976379304515362
leaf_weight=840.94708023965359 847.00024440139532 1494.8781776130199 14.43012662231922 3.6051368564367285 440.89129623770714 6.257564350962638 4.5603906512260428
leaf_count=2690 3860 4865 52 17 1997 25 17
internal_value=0.000266098 0.00104688 0.000316031 -0.00115064 -0.00284238 -0.00026931 0.00235149
internal_weight=3652.57 2354.82 1509.31 1297.75 444.496 853.258 845.507
internal_count=13523 7624 4917 5899 2014 3885 2707
is_linear=0
shrinkage=0.0168881


Tree=420
num_leaves=8
num_cat=0
split_feature=99 96 143 95 151 106 27
split_gain=14.6015 10.8516 8.75391 6.6657 6.06166 7.37347 4.18245
threshold=0.65301003344481623 2.5000000000000004 0.79500000000000015 20.250000000000004 0.74400000000000011 0.13650000000000004 0.51707142857142874
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=-0.012987674092193169 0.00032423106066704086 0.0016685993567172738 -0.0033793320347592459 0.012015985269291931 0.009363088227235564 -0.0011424156037807948 -0.00074882872446845278
leaf_weight=20.656725123524666 894.96615891158581 1373.4794190227985 228.49313497543335 17.989317923784256 19.254936873912811 1825.9024231135845 12.967241719365118
leaf_count=60 2778 4052 768 50 57 5718 40
internal_value=-3.58816e-05 0.000805588 -0.000428991 0.00180239 -0.00116228 -0.00103277 -0.00826847
internal_weight=4393.71 2514.93 1123.46 1391.47 1878.78 1845.16 33.624
internal_count=13523 7648 3546 4102 5875 5775 100
is_linear=0
shrinkage=0.0168881


Tree=421
num_leaves=8
num_cat=0
split_feature=86 38 53 136 86 145 103
split_gain=6.46663 7.65021 7.07265 5.74328 10.3829 5.88476 4.49632
threshold=3.0618622448979598 0.1535235316453322 2.1350000000000002 13.750000000000002 2.8248081841432229 0.16145000000000001 0.39350000000000007
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=-0.0030700488931371403 -0.00098517452467657639 -0.0043021606182892793 -0.00011828936725699475 -0.0014656286979625628 0.0045669166193285666 0.00055087845176798151 0.021210213046121515
leaf_weight=133.52569532394409 4.4279920160770398 248.80120077729225 214.68203660845757 1044.9850373715162 88.243375420570374 3099.4909291863441 6.3090886771678925
leaf_count=374 14 743 607 2901 246 8618 20
internal_value=-0.000164734 -0.00203775 -0.00236428 3.86895e-05 -0.000995858 0.000401324 0.0120547
internal_weight=4840.47 474.22 463.483 4366.25 1133.23 3233.02 10.7371
internal_count=13523 1384 1350 12139 3147 8992 34
is_linear=0
shrinkage=0.0168881


Tree=422
num_leaves=8
num_cat=0
split_feature=42 148 42 44 91 28 29
split_gain=13.8276 7.66006 8.05781 7.63639 9.21107 8.48078 6.08778
threshold=3.5250000000000004 0.25001118310045645 3.5050000000000003 1.0000000180025095e-35 0.033749999999999954 0.45000000000000007 4.5857142857142863
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=0.00088579785031464369 0.024930800832125333 0.00018971519726666684 0.012829562812373648 0.00045577930683223536 -0.0043718524719609572 -0.0032678284482022869 0.0037506012411681689
leaf_weight=423.05253371596336 3.0645511448383322 1495.0323610752821 14.524200871586798 757.45709618926048 132.42769385874271 403.88236325234175 423.24300445616245
leaf_count=1394 15 4865 52 3303 584 1997 1313
internal_value=0.00026147 0.00103241 0.000311348 -0.00113901 -0.000262615 -0.0030554 0.00231855
internal_weight=3652.68 2355.85 1509.56 1296.83 889.885 406.947 846.296
internal_count=13523 7624 4917 5899 3887 2012 2707
is_linear=0
shrinkage=0.0168881


Tree=423
num_leaves=7
num_cat=0
split_feature=99 143 93 81 14 39
split_gain=12.535 12.7159 12.6689 7.28036 7.27643 6.46047
threshold=0.6858552631578948 0.80500000000000016 14.550000000000002 0.35000000000000003 1.0000000180025095e-35 0.6297469430981818
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=0.017590658404255409 0.0014090897712426909 -0.0047736282990344815 0.0015420523391017726 0.019545196637426224 -0.00085458123483824725 -0.0077160913726398717
leaf_weight=6.0351467579603186 1768.614182382822 204.696667060256 162.48989754915237 6.335502326488494 2181.6705517917871 39.85283075273037
leaf_count=21 5313 678 491 18 6746 188
internal_value=-4.03503e-05 0.000882024 -0.0019787 0.00147384 -0.000927364 -0.000977685
internal_weight=4369.69 2142.14 367.187 1774.95 2227.56 2221.52
internal_count=13455 6500 1169 5331 6955 6934
is_linear=0
shrinkage=0.0168881


Tree=424
num_leaves=8
num_cat=0
split_feature=27 91 28 115 120 2 136
split_gain=6.10887 8.0268 7.08995 4.78653 6.77106 5.65359 2.04932
threshold=0.54211111111111121 0.46333333333333332 3.4365079365079372 1.4645000000000004 2.2930000000000006 -127.16874079307875 7.0500000000000007
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=0.0013778866433899783 0.0024574252151392429 0.0084906916198533699 -0.00024731666513755357 -0.0035826377720275331 0.0065953810212443587 -0.0012126885538454606 0.024591615820885045
leaf_weight=1069.8187029659748 150.90991741418839 4.757660508155821 2692.0401423424482 296.13260209560394 19.892680525779724 578.97338061034679 4.2969048619270325
leaf_count=2961 427 13 7533 835 57 1617 12
internal_value=-6.36419e-05 0.000253095 0.000214861 -0.00120563 -0.00294189 -0.000453825 0.0161346
internal_weight=4816.82 3770.91 3761.86 1045.91 316.025 729.883 9.05457
internal_count=13455 10519 10494 2936 892 2044 25
is_linear=0
shrinkage=0.0168881


Tree=425
num_leaves=8
num_cat=0
split_feature=95 95 115 27 27 56 130
split_gain=15.4479 8.12151 7.87284 6.27954 5.90877 6.95778 5.4245
threshold=4.3499999999999988 -6.7499999999999973 2.3665000000000007 0.53707142857142876 0.37050000000000005 1.7650000000000003 2.7890000000000001
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=0.001610504506209022 0.01541988958853689 -0.00030037755937895093 0.0069279857190675904 0.0017723020844612248 -0.0018097818577132126 -0.010023617293458768 -0.0076059698344323841
leaf_weight=551.87604776024818 11.112025797367094 1655.2966246530414 92.76439668238163 557.23459549248219 714.69591853767633 4.231661543250083 49.225998111069202
leaf_count=1673 57 6143 268 1903 3149 19 243
internal_value=0.000132793 0.000707647 0.00237574 0.000221624 -0.00197487 0.00840114 -0.00218331
internal_weight=3636.44 2857.17 644.64 2212.53 779.266 15.3437 763.922
internal_count=13455 9987 1941 8046 3468 76 3392
is_linear=0
shrinkage=0.0168881


Tree=426
num_leaves=8
num_cat=0
split_feature=85 85 34 28 97 85 103
split_gain=17.3729 11.3143 9.65107 6.0097 5.6682 4.94602 4.6398
threshold=-0.15205128205128196 0.25519181585677758 5.4650000000000007 1.8166666666666669 2.5000000000000004 -0.35223443223443218 2.0335000000000005
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=-0.0052822246715476372 0.00025207145139398272 -0.0080733319371672201 -0.0064157839095684323 0.0051560714400531726 -0.0050264439918857335 0.00078737108280712523 0.0032514223623199231
leaf_weight=51.711724296212196 3619.6690258979797 10.372813135385512 62.987853810191154 174.89094045758247 281.19291365146637 147.52746237814426 20.732246890664101
leaf_count=165 11039 31 296 505 905 445 69
internal_value=-4.04338e-05 0.000342892 0.000138018 0.00441522 -0.00299894 -0.000787849 -0.00445795
internal_weight=4369.08 3867.92 3682.66 185.264 501.164 199.239 301.925
internal_count=13455 11871 11335 536 1584 610 974
is_linear=0
shrinkage=0.0168881


Tree=427
num_leaves=8
num_cat=0
split_feature=27 135 6 91 115 130 7
split_gain=5.90625 8.31204 10.8029 7.24382 4.66629 9.28225 5.77403
threshold=0.54211111111111121 -0.56149999999999989 1512.9474146163557 0.46333333333333332 1.4645000000000004 2.1835000000000004 -22.533389865664841
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=0.00088993503774748863 0.002283011958796234 -9.5571773411072314e-06 0.0082394252012083259 0.015400652323120561 -0.0041845117878175752 0.0036271783666577281 -0.0012705675653603876
leaf_weight=190.05476793646812 170.01923415064812 3490.7817235440016 81.508916139602661 8.7213976979255659 263.8414112329483 51.91771274805069 559.74162381887436
leaf_count=531 480 9737 227 24 744 148 1564
internal_value=-6.16641e-05 0.000249719 0.00309595 2.88419e-05 -0.00118481 -0.00290002 -0.000442623
internal_weight=4816.59 3771.07 271.564 3499.5 1045.52 315.759 729.761
internal_count=13455 10519 758 9761 2936 892 2044
is_linear=0
shrinkage=0.0168881


Tree=428
num_leaves=8
num_cat=0
split_feature=95 85 95 80 27 18 85
split_gain=15.076 11.9546 8.28515 7.17868 5.75904 5.96239 5.78201
threshold=4.3499999999999988 0.023920335429769301 -6.7499999999999973 0.082854864177878171 0.37050000000000005 2.5000000000000004 -0.34020373514431235
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=0.0029596392295617147 0.00093437807577168356 -0.0031835358484696703 0.00061447271845062692 0.0020188459189125411 0.0058714895279811411 0.023307343353089864 -0.0024293582893849578
leaf_weight=556.58280393481255 10.380357310175894 317.71218571811914 1884.1965059265494 99.28467071056366 24.73321807384491 5.0517333149909964 738.10162954032421
leaf_count=1674 50 1134 6813 366 97 26 3295
internal_value=0.000130277 0.000697776 0.00114926 -0.00194482 -0.00195353 0.00826006 -0.00216019
internal_weight=3636.04 2857.78 2440.78 416.997 778.267 15.4321 762.835
internal_count=13455 9987 8487 1500 3468 76 3392
is_linear=0
shrinkage=0.0168881


Tree=429
num_leaves=7
num_cat=0
split_feature=39 97 103 93 1 27
split_gain=9.84348 7.8878 9.87818 8.91733 6.37213 3.98131
threshold=0.54182370910523947 2.5000000000000004 0.38150000000000006 15.900000000000002 1420.2964010358849 0.44950000000000007
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=0.00022717177737548869 0.024944216185675945 -0.004946150214258524 -0.0002210189856453864 0.0029277512430016159 0.0085156442159597823 -0.0047104962859021784
leaf_weight=1181.6487838923931 2.1621505618095389 133.26594488322735 2375.7186715304852 494.74435791373253 6.7409339845180503 174.20421148836613
leaf_count=3551 9 404 7324 1385 29 753
internal_value=-4.04037e-05 0.000127269 -0.000472007 0.00102419 -0.00387311 -0.00421762
internal_weight=4368.49 4185.38 2508.98 1676.39 183.107 180.945
internal_count=13455 12664 7728 4936 791 782
is_linear=0
shrinkage=0.0168881


Tree=430
num_leaves=8
num_cat=0
split_feature=100 114 27 114 111 104 126
split_gain=6.7794 8.5325 6.33713 6.28765 8.7718 8.13943 4.57411
threshold=1.5500000000000003 4.5835000000000008 0.52894444444444455 1.2750000000000001 2.7500000000000004 1.5845000000000002 1.1835000000000002
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=0.0008608957220927211 -0.0027182390283744672 0.0030790158249131782 -0.00090616014044024302 -0.0023551116405311693 0.00066186989008087472 0.010611494816695065 0.023813321885565213
leaf_weight=2148.8290395885706 528.75566659867764 5.5145393162965757 792.23558250069618 390.00507755577564 930.92631852626801 13.395268708467482 6.7557443678379059
leaf_count=5936 1483 16 2208 1111 2644 38 19
internal_value=-5.96981e-05 0.000443537 0.000384895 -0.000857433 -0.000228876 -0.00238884 0.0144971
internal_weight=4816.42 2953.33 2941.06 1863.08 1320.93 542.151 12.2703
internal_count=13455 8179 8144 5276 3755 1521 35
is_linear=0
shrinkage=0.0168881


Tree=431
num_leaves=8
num_cat=0
split_feature=95 95 115 101 130 26 123
split_gain=14.7299 7.70231 7.59837 6.39773 4.45375 9.24961 5.04939
threshold=4.3499999999999988 -6.7499999999999973 2.3665000000000007 0.45000000000000007 2.2930000000000006 0.61316666666666675 0.59400000000000008
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=0.0015598656888505694 -0.0017162073943393695 -0.003181525714491202 0.0067791428681332261 0.00045752418707814096 0.013195575073597546 0.0092611650041548102 -0.0051649878289723103
leaf_weight=552.53520619869232 609.8601146787405 147.63761739432812 92.940713882446289 2065.3091571331024 4.405179724097251 22.706599041819572 140.34843888878822
leaf_count=1673 2661 565 268 7481 22 108 677
internal_value=0.000127638 0.000688205 0.00231142 0.000214732 -0.00193369 -0.00132212 -0.00460604
internal_weight=3635.74 2858.42 645.476 2212.95 777.32 632.567 144.754
internal_count=13455 9987 1941 8046 3468 2769 699
is_linear=0
shrinkage=0.0168881


Tree=432
num_leaves=8
num_cat=0
split_feature=95 79 35 34 96 101 123
split_gain=13.77 10.9072 9.01237 7.90337 7.61232 6.89645 2.58616
threshold=-1.0000000180025095e-35 2.7407640344747271 8.1550000000000029 3.8050000000000002 2.5000000000000004 2.2250000000000005 1.4470000000000003
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=-0.0031716921905603486 0.0009710164777585286 -0.0021377766061182741 0.012215741894404763 -0.004779717845330384 0.0014716772830534136 0.0029681557995227359 -0.0026300289127505505
leaf_weight=617.68030960857868 2851.2293696850538 246.96299132704735 25.375339448451999 69.82779823243618 512.41109843552113 56.986234918236732 3.8520002216100684
leaf_count=2106 8290 874 77 286 1649 205 12
internal_value=0.000267056 -0.00109047 0.000926913 0.000833537 0.000297781 -0.00265305 0.0102583
internal_weight=4384.33 1434.04 2950.28 2921.06 759.374 674.667 29.2273
internal_count=13499 4834 8665 8576 2523 2311 89
is_linear=0
shrinkage=0.0168881


Tree=433
num_leaves=8
num_cat=0
split_feature=30 7 11 28 149 38 136
split_gain=7.4595 6.9499 6.93994 6.90412 5.77933 6.90077 4.54802
threshold=0.43875000000000003 -9.8721869189980662 1.1083333333333336 1.4142857142857144 0.56364786838566816 0.24507252675011257 9.1500000000000004
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=0.00072572972616879344 0.0032656573530763563 -0.0025995218864882331 0.018815459425737466 0.007317634695404608 -0.0025638317004949974 -0.00017943337805649423 -0.00061324618471349636
leaf_weight=2072.5627612024546 16.954606622457504 47.518185973167419 15.836137771606444 34.597545176744461 529.43457892537117 1000.2213762253523 1111.5050125867128
leaf_count=5751 48 135 45 100 1540 2799 3081
internal_value=-4.79122e-05 0.0042035 0.0107762 0.00157855 -0.000151554 -0.00100472 0.000258308
internal_weight=4828.63 114.906 32.7907 82.1157 4713.72 1529.66 3184.07
internal_count=13499 328 93 235 13171 4339 8832
is_linear=0
shrinkage=0.0168881


Tree=434
num_leaves=8
num_cat=0
split_feature=95 9 3 136 112 29 130
split_gain=10.5087 7.10074 6.32923 6.20734 6.03906 5.97551 2.28998
threshold=4.3499999999999988 3.4833333333333338 1365.7629134142051 6.9500000000000011 0.31850000000000006 7.8452380952380958 1.4720000000000002
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=-0.00086794145831498558 -0.011759226778368981 0.015942905840851503 -0.0017584903182616617 0.0007585955518692038 -0.0025425594360317951 0.024056598155894015 -0.0021628896568214595
leaf_weight=1079.9280344098806 24.957019731402397 14.850561022758486 739.82021018117666 1759.3605287596583 7.6269989013671866 2.5658701211214057 9.9173934757709485
leaf_count=3840 102 43 3328 6110 23 10 43
internal_value=-0.00025817 0.000214789 -0.00199957 0.000139931 0.00966944 -0.00166923 -0.00903101
internal_weight=3639.03 2861.77 777.26 2839.29 22.4776 742.386 34.8744
internal_count=13499 10016 3483 9950 66 3338 145
is_linear=0
shrinkage=0.0168881


Tree=435
num_leaves=8
num_cat=0
split_feature=85 99 145 90 41 29 84
split_gain=11.7717 9.12174 10.5919 7.00331 6.72429 8.74673 5.32516
threshold=-0.13583850931677019 0.65301003344481623 0.73755000000000015 0.29541666666666672 1.8150000000000002 2.3166666666666669 0.021742788461538452
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=-0.006354372942601251 -0.00049229135439639955 0.001921420597941972 -0.00098643048442424914 0.0073728162507227272 0.0078593736069961992 -0.0016337076797303433 0.0019495378206477857
leaf_weight=134.32161898910999 1670.0521827042103 1707.1375995725393 451.81245701014996 32.925345212221146 30.206871345639229 331.06723827123642 26.340729832649231
leaf_count=440 5213 5170 1365 96 88 1044 83
internal_value=0.000262186 0.000583912 0.00131287 -0.000340212 -0.00211829 -0.000839899 -0.00499279
internal_weight=4383.86 3861.93 2158.95 1702.98 521.936 361.274 160.662
internal_count=13499 11844 6535 5309 1655 1132 523
is_linear=0
shrinkage=0.0168881


Tree=436
num_leaves=7
num_cat=0
split_feature=130 144 29 130 147 144
split_gain=6.18716 7.5689 5.83081 5.97473 5.27517 4.54767
threshold=0.41450000000000004 0.020250000000000001 3.8452380952380958 3.7640000000000007 0.41111655002225012 0.018650000000000003
decision_type=2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.016428953964857437 0.00091446420858409577 0.01661570478911455 -0.00038392557022350353 -0.01150198232963886 -0.0041131188617767548 -0.0045218590573184942
leaf_weight=11.930831640958784 1776.7252336591482 4.4089678525924674 2917.3638628870249 13.850961625576018 58.893138557672501 44.997648298740387
leaf_count=33 4951 13 8166 41 163 132
internal_value=-4.62135e-05 -0.00485143 2.9842e-05 -0.000436471 -0.00618821 0.00078017
internal_weight=4828.17 75.2329 4752.94 2931.21 70.824 1821.72
internal_count=13499 209 13290 8207 196 5083
is_linear=0
shrinkage=0.0168881


Tree=437
num_leaves=8
num_cat=0
split_feature=85 36 86 89 36 9 36
split_gain=11.048 11.02 10.6511 7.28911 6.14642 5.89106 0.298923
threshold=-0.41468085106382974 2.8450000000000002 1.5857142857142861 0.030000000000000002 10.775000000000002 3.9666666666666672 2.3350000000000004
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=-0.016501301477284052 0.00029330494866285984 -0.0013833734468999906 0.020449837531279005 0.0053390576573654636 -0.0077589453607960716 0.016007059076753732 -0.0097216125394830599
leaf_weight=4.4124511480331412 2163.8754046261311 1328.5591067224741 10.343490675091742 76.117874011397362 44.575619146227837 6.8258210420608512 3.2459886074066162
leaf_count=14 6942 5927 32 250 303 19 12
internal_value=-0.000254604 -0.00040628 0.0054561 0.00714712 -0.00159036 0.00034273 -0.0136314
internal_weight=3637.96 3543.84 94.1198 86.4614 1373.13 2170.7 7.65844
internal_count=13499 13191 308 282 6230 6961 26
is_linear=0
shrinkage=0.0168881


Tree=438
num_leaves=8
num_cat=0
split_feature=95 85 96 9 142 27 17
split_gain=13.2886 11.1154 10.3129 8.12757 8.05229 7.22354 4.99344
threshold=-1.0000000180025095e-35 -0.16231127679403537 2.5000000000000004 1.2583333333333335 -1.3404999999999998 0.39387500000000003 3.5000000000000004
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=-0.003322614342849427 0.010230132743898087 -0.0022702592181868772 -0.0017747703081938406 0.0014216674837040572 0.0014963397111586018 -0.0027680320649326423 0.0053258696159229285
leaf_weight=495.05909571051598 12.744284331798552 173.16184890270233 409.53333096206188 508.68476125597954 2482.8261528462172 282.01292741298676 19.800070211291313
leaf_count=1765 37 518 1312 1680 7256 854 77
internal_value=0.000257464 0.000905453 -0.00107675 -3.94524e-06 0.00125076 -0.00220595 -0.00298997
internal_weight=4383.82 2950.75 1433.08 918.218 2655.99 294.757 514.859
internal_count=13499 8665 4834 2992 7774 891 1842
is_linear=0
shrinkage=0.0168881


Tree=439
num_leaves=8
num_cat=0
split_feature=30 99 37 149 6 86 137
split_gain=7.2864 9.08851 9.00982 5.58444 7.36326 6.55697 3.91322
threshold=0.43875000000000003 0.53589743589743599 0.37898056138269759 0.56364786838566816 1477.8443515356614 3.0875959079283892 4.2500000000000009
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=0.00043329139915531973 -0.0055516250505176128 0.006288774570609528 -0.0054877812410017747 -0.0049857222720193738 -0.0006425129206362038 -0.0030537870610429481 0.012259667823020435
leaf_weight=3021.9017010331154 3.8868744671344748 38.605988085269928 35.626770883798599 120.8911047577858 1408.0530973374844 162.04104699194431 36.887372195720673
leaf_count=8359 11 110 102 347 3992 473 105
internal_value=-4.4533e-05 0.00415537 0.000636484 -0.000147027 -0.00098594 0.000255815 0.0105612
internal_weight=4827.89 115.007 74.2328 4712.89 1528.94 3183.94 40.7742
internal_count=13499 328 212 13171 4339 8832 116
is_linear=0
shrinkage=0.0168881


Tree=440
num_leaves=8
num_cat=0
split_feature=95 49 27 42 110 122 7
split_gain=10.1726 7.75554 7.7874 7.56803 8.93773 7.32561 6.49958
threshold=-2.2499999999999982 1.8750000000000002 0.49050000000000005 4.8150000000000004 34.150000000000013 2.0690000000000004 54.753114540617965
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=-0.002440600301854434 -0.00054002973309142592 -2.5510900533390074e-05 0.0050432984354434468 -0.0037190677032104148 0.025530828786502164 0.0063445104506207458 0.0042966102355690271
leaf_weight=49.18969614803791 1937.5160357952118 998.94271595776081 204.50116339325905 357.18563444167376 3.7574270516633979 54.288078546524048 31.383790604770184
leaf_count=164 7181 3203 632 1935 14 178 192
internal_value=-0.000251226 0.000941321 0.0035921 -0.000920195 -0.000489553 0.000302806 -0.0030716
internal_weight=3636.76 1306.92 253.691 2329.84 1941.27 1053.23 388.569
internal_count=13499 4177 796 9322 7195 3381 2127
is_linear=0
shrinkage=0.0168881


Tree=441
num_leaves=7
num_cat=0
split_feature=85 85 26 98 78 86
split_gain=11.8598 8.09134 7.96666 6.82328 4.93411 3.79747
threshold=-0.3841025641025641 0.25519181585677758 0.52527777777777784 0.4494949494949495 2.3095238095238098 2.2456896551724141
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=-0.011313849385237792 -0.0005591122859220244 0.010872595089122758 0.0010621023258157978 0.0021020476732294055 0.0090577507840506818 -0.0042157315398180248
leaf_weight=33.660828351974487 2890.4462103694677 30.231322839856148 1233.3693296462297 155.1434480547905 5.968434050679206 59.53757706284523
leaf_count=115 9104 90 3612 445 20 199
internal_value=-5.19523e-05 8.09247e-05 -7.42261e-05 0.00353251 -0.00582622 -0.00677967
internal_weight=4408.36 4309.19 4123.82 185.375 99.1668 93.1984
internal_count=13585 13251 12716 535 334 314
is_linear=0
shrinkage=0.0168881


Tree=442
num_leaves=7
num_cat=0
split_feature=121 126 4 130 29 6
split_gain=6.43273 6.28981 6.58712 5.97116 8.87067 7.09653
threshold=2.4720000000000004 2.8945000000000003 1449.7696346633793 1.4720000000000002 3.8660714285714293 1484.8073996434571
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=0.0023271696745462184 0.0035086326381898007 0.015213745027319849 -0.0070197228066564603 -0.0023283641339149194 7.8313832209486972e-05 0.00014941580682225543
leaf_weight=848.96953588724136 21.530765920877457 4.696299046277999 79.593445688486099 384.75723806023598 1218.00132599473 2302.6955201625824
leaf_count=2330 61 14 230 1105 3369 6476
internal_value=0.000227891 -0.00389036 -0.00477784 0.000319557 0.001002 -0.000205314
internal_weight=4860.24 105.821 101.124 4754.42 2066.97 2687.45
internal_count=13585 305 291 13280 5699 7581
is_linear=0
shrinkage=0.0168881


Tree=443
num_leaves=8
num_cat=0
split_feature=95 95 34 142 141 27 98
split_gain=16.3181 9.20777 8.7651 6.47225 6.39532 4.44645 3.33919
threshold=4.3499999999999988 -15.749999999999996 1.0650000000000002 -2.1259999999999999 0.32600000000000007 0.65050000000000008 0.63397129186602885
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=0.0030064602242311275 -0.0045047627586675505 0.0068493524400691638 -0.0018428144362730094 9.9730772496156516e-05 0.014345223934547822 0.013923958942007523 -0.010755228531206697
leaf_weight=44.764447569847107 59.650607079267502 41.117670983076096 667.29429724812508 2783.687946036458 20.774901449680328 5.1401481032371512 41.249490089714527
leaf_count=124 285 133 2960 9794 58 19 212
internal_value=-0.000239802 0.000343188 -0.00241876 0.000197987 0.00660108 -0.00172225 -0.00706031
internal_weight=3663.68 2890.34 773.335 2824.81 65.5393 672.434 100.9
internal_count=13585 10109 3476 9927 182 2979 497
is_linear=0
shrinkage=0.0168881


Tree=444
num_leaves=8
num_cat=0
split_feature=96 110 90 99 145 42 30
split_gain=8.03379 14.7196 9.0589 8.78189 8.47513 6.13159 5.8934
threshold=2.5000000000000004 1.2500000000000002 0.34125000000000011 0.67424242424242431 0.83785000000000009 3.2650000000000001 0.13025804171085187
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=0.00012278356692089871 0.0013418796692463229 -0.0044201472052161524 0.014427422957506613 0.0022365563556574711 -0.0019742213084762415 -0.0010138623508165142 -0.00087525189622265508
leaf_weight=914.59433576464653 468.98690459132195 370.30579978227615 12.803188204765318 965.81202803552151 158.72777625918388 254.2125531733036 1262.1820928156376
leaf_count=2811 1468 1375 38 2835 469 780 3809
internal_value=-5.13146e-05 -0.00102937 0.000320296 0.000480197 0.00164219 -0.00303365 -0.0002746
internal_weight=4407.62 1551.92 927.398 2855.71 1124.54 624.518 1731.17
internal_count=13585 5004 2849 8581 3304 2155 5277
is_linear=0
shrinkage=0.0168881


Tree=445
num_leaves=8
num_cat=0
split_feature=6 86 47 120 34 11 148
split_gain=4.396 6.26819 7.54556 6.03606 5.39627 5.33551 4.2759
threshold=1484.1666872712942 3.0790020790020796 1.9550000000000003 2.1550000000000002 1.1650000000000003 1.8619047619047622 0.17399267399267399
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=-0.0020835652224260224 0.0047517575597907568 -0.0011035935125297521 -0.012475972247033132 -0.001040528521884987 -0.011180211618978737 0.0010318832565299838 0.00056163371033620736
leaf_weight=316.04882052540779 70.785629510879517 370.19188871979713 17.423599451780319 29.71750582754612 30.17583554983139 311.11018967628479 3714.7844638228416
leaf_count=878 200 1086 48 96 87 882 10308
internal_value=0.000224461 0.000430549 -0.00161486 -0.00102729 -0.0061496 -0.000538069 0.000639991
internal_weight=4860.24 4173.19 387.615 687.052 59.8933 627.159 3785.57
internal_count=13585 11642 1134 1943 183 1760 10508
is_linear=0
shrinkage=0.0168881


Tree=446
num_leaves=8
num_cat=0
split_feature=95 85 85 34 85 145 98
split_gain=15.9774 11.09 9.61133 8.63205 4.9749 4.01513 3.31252
threshold=4.3499999999999988 0.47230769230769221 -0.85333333333333328 1.0650000000000002 0.11337041156840925 0.92665000000000008 0.63397129186602885
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=0.010500446588227139 -0.0044667019426484159 -0.011362102930279425 0.00035599428074586421 -0.0012827660443991617 -0.0067222836300294998 0.0097322713383937061 -0.010709304377506024
leaf_weight=26.890272840857506 59.479317046701908 29.384575679898262 2831.2972397208214 619.69706523418427 51.979499787092209 2.819127842783927 40.948945835232735
leaf_count=83 285 120 9894 2733 246 12 212
internal_value=-0.000236105 0.000340396 0.000451444 -0.00239428 -0.00170376 -0.00951467 -0.00701234
internal_weight=3662.5 2890.39 2858.19 772.105 671.677 32.2037 100.428
internal_count=13585 10109 9977 3476 2979 132 497
is_linear=0
shrinkage=0.0168881


Tree=447
num_leaves=7
num_cat=0
split_feature=85 85 96 98 11 86
split_gain=11.564 7.83205 8.38379 6.65436 4.84196 3.74551
threshold=-0.3841025641025641 0.25519181585677758 2.5000000000000004 0.4494949494949495 2.3095238095238098 2.2456896551724141
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=-0.011230866147177013 -0.0011189411902931374 0.01071475536814751 0.00048177774832350398 0.0020614450910742539 0.0089618799927581681 -0.0041648529562066062
leaf_weight=33.458428353071213 1427.5096671134233 30.296392366290092 2694.9585156142712 155.18942904472351 5.9825892746448508 59.396501094102859
leaf_count=115 4614 90 8102 445 20 199
internal_value=-5.08022e-05 8.02311e-05 -7.25061e-05 0.00347498 -0.00576228 -0.00671124
internal_weight=4406.79 4307.95 4122.47 185.486 98.8375 92.8549
internal_count=13585 13251 12716 535 334 314
is_linear=0
shrinkage=0.0168881


Tree=448
num_leaves=7
num_cat=0
split_feature=27 121 126 92 44 55
split_gain=8.30988 6.41885 6.13023 4.03291 2.51459 1.14325
threshold=0.68211111111111122 2.4720000000000004 2.8945000000000003 0.59708333333333352 8.5850000000000026 1.5950000000000004
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=0.00043618633145763258 -0.018067691634942016 -0.0047273775094671044 0.014963854397205071 -0.0028221857400056419 -0.00091476006681670541 -0.0088657660954595974
leaf_weight=4622.2741561383009 8.3847057521343249 100.98571792244911 4.7191444635391226 110.93629038333893 5.9454765617847434 7.1501707136631003
leaf_count=12903 24 291 14 315 17 21
internal_value=0.000221357 0.000267888 -0.00384801 0.000359812 -0.0102594 -0.0138341
internal_weight=4860.4 4838.92 105.705 4733.21 21.4804 15.5349
internal_count=13585 13523 305 13218 62 45
is_linear=0
shrinkage=0.0168881


Tree=449
num_leaves=7
num_cat=0
split_feature=85 85 36 89 143 90
split_gain=14.5881 10.7749 9.62963 9.18581 2.00487 2.47732
threshold=0.47230769230769221 -0.19718676122931436 2.6650000000000005 0.030000000000000002 -1.2704999999999997 0.30166666666666669
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=0.016227835428564295 0.0037527815099769072 0.00040025744929839531 -0.0014463665672296176 0.0021433492730459393 -0.011852696712558215 0.0047504990519056742
leaf_weight=13.744111239910124 2.8992377221584311 1820.2456742972136 1444.5913600325584 338.15550760179758 39.060037270188332 2.7407730445265761
leaf_count=43 14 5777 6376 1190 171 14
internal_value=-0.000232691 -0.000114175 -0.00041681 0.00269353 -0.00982138 -0.0107635
internal_weight=3661.44 3616.74 3264.84 351.9 44.7 41.8008
internal_count=13585 13386 12153 1233 199 185
is_linear=0
shrinkage=0.0168881


Tree=450
num_leaves=8
num_cat=0
split_feature=95 85 138 37 107 133 40
split_gain=11.4611 8.20373 8.04248 4.97231 4.79722 6.622 4.56832
threshold=-8.2499999999999964 -0.13807065217391304 11.500000000000002 0.1645758919734113 0.95450000000000013 2.3875000000000006 2.4250000000000003
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=-0.0015962536545412269 0.013291687938155447 0.00036189514442177737 0.0032981198307014013 -0.0019203608485944717 0.00034070217053836779 -0.013164310612189043 -0.01205907101211059
leaf_weight=333.26536199450493 6.2064267545938483 3196.6359193325043 290.21574175357819 483.69858506321907 12.201167881488798 14.738153040409086 27.712664544582367
leaf_count=1267 27 9599 869 1495 39 53 111
internal_value=4.84752e-05 0.000318767 0.000606289 -0.00172759 -0.00272237 -0.00208625 -0.00826802
internal_weight=4364.67 3976.76 3486.85 489.905 387.917 348.004 39.9138
internal_count=13460 11990 10468 1522 1470 1320 150
is_linear=0
shrinkage=0.0168881


Tree=451
num_leaves=7
num_cat=0
split_feature=151 26 51 26 29 122
split_gain=6.27358 7.11953 6.86973 5.41269 5.32161 5.27367
threshold=0.71500000000000008 0.52816666666666678 1.0750000000000004 0.33633333333333337 3.8944444444444448 1.5750000000000002
decision_type=2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2
right_child=3 -3 -4 4 -6 -7
leaf_value=0.0032635771246830054 0.0032345395466878511 -0.0083792816043374921 0.019395356143237723 0.00055446895666576095 -0.0006073415929902608 0.019808964281811434
leaf_weight=17.148023873567585 26.434669673442841 7.1395606994628897 13.428333967924116 1830.248779669404 2915.7725014835596 6.9071794748306266
leaf_count=49 73 21 37 5102 8159 19
internal_value=-5.75104e-05 0.00680319 0.0103491 -0.000111656 -0.000159297 0.00666899
internal_weight=4817.08 37.7159 30.5764 4779.36 4746.02 33.3418
internal_count=13460 107 86 13353 13261 92
is_linear=0
shrinkage=0.0168881


Tree=452
num_leaves=7
num_cat=0
split_feature=36 34 95 7 7 145
split_gain=12.7659 9.34581 7.63483 6.22486 6.41631 4.7909
threshold=6.0450000000000008 6.8750000000000009 4.3499999999999988 -29.950021597277551 54.753114540617965 0.21235000000000001
decision_type=2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -3
right_child=3 5 -4 4 -6 -7
leaf_value=0.00052786241154968185 0.038995073878223978 0.0039551647596010424 -0.0014940149091629826 -0.0056940503240521566 0.0033210987556822683 0.014556251245978036
leaf_weight=2716.156356304884 0.94484804570674796 48.89021971821785 662.60632887482643 163.50520665943623 26.108897522091866 16.188071012496948
leaf_count=9339 4 132 2785 991 165 44
internal_value=1.80027e-05 0.000253452 0.000131346 -0.00423698 -0.00445258 0.00659258
internal_weight=3634.4 3443.84 3378.76 190.559 189.614 65.0783
internal_count=13460 12300 12124 1160 1156 176
is_linear=0
shrinkage=0.0168881


Tree=453
num_leaves=8
num_cat=0
split_feature=95 85 2 28 146 41 90
split_gain=11.1781 8.01825 7.83787 7.56734 5.89937 5.41014 5.16618
threshold=-8.2499999999999964 -0.13807065217391304 -118.42176816517643 7.4142857142857155 0.0010500000000000004 2.0850000000000004 0.14124999999999999
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=-0.0012910329581049432 0.0039089263642033533 0.00050814783552976367 -0.0025224298356352408 0.0074899794667507335 -0.010989133253403786 0.00069148192969869463 -0.010069629368239644
leaf_weight=310.549440279603 61.857480376958847 3442.4433154463768 427.79023359715939 44.853304743766785 40.692256540060043 15.657027244567869 20.375278666615486
leaf_count=1187 216 10341 1306 127 148 60 75
internal_value=4.70809e-05 0.000313802 -0.0017099 0.000597955 -0.00269183 -0.00774317 -0.00183162
internal_weight=4364.22 3976.94 489.648 3487.3 387.274 56.3493 330.925
internal_count=13460 11990 1522 10468 1470 208 1262
is_linear=0
shrinkage=0.0168881


Tree=454
num_leaves=7
num_cat=0
split_feature=148 26 71 26 3 137
split_gain=6.14225 6.95262 6.67055 5.28437 7.65205 3.77782
threshold=0.12450088674293676 0.52816666666666678 1.0000000180025095e-35 0.33633333333333337 1471.1135516707134 16.750000000000004
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=0.0032405110614421632 -0.0074924410074647041 -0.008297192946099716 0.01912247904368956 4.4739262201235909e-05 0.01123108675557684 -0.0012857562034976257
leaf_weight=17.154289871454239 8.276930093765257 7.1219233423471442 13.46755036711693 4028.7502307593822 25.099446147680283 716.98137350380421
leaf_count=49 23 21 37 11258 69 2003
internal_value=-5.55669e-05 0.00673042 0.0102263 -0.000109166 0.00658713 -0.000156266
internal_weight=4816.85 37.7438 30.6218 4779.11 33.3764 4745.73
internal_count=13460 107 86 13353 92 13261
is_linear=0
shrinkage=0.0168881


Tree=455
num_leaves=8
num_cat=0
split_feature=42 119 95 95 28 89 27
split_gain=12.8977 8.43971 7.813 6.97536 8.32431 5.34395 5.1165
threshold=5.7150000000000007 3.2250000000000005 -7.4999999999999973 -1.5000000000000002 6.2678571428571432 0.21000000000000005 0.43414285714285722
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=0.0018943444605343579 0.0013981010944644667 0.014667089819053387 -0.00020057717258233217 7.4144595551148338e-06 0.035414225861151769 -0.00021446522074997711 -0.00664598064453933
leaf_weight=621.03478012979031 13.582864359021185 18.826970562338833 2783.3265480995178 43.046129293739796 2.4170930236577979 10.842444792389868 140.65282768756151
leaf_count=1861 66 57 10307 259 12 32 866
internal_value=1.71069e-05 0.000259745 0.000181578 -0.00415518 0.00653885 0.00922796 -0.00508676
internal_weight=3633.73 3434.03 3404.36 199.699 16 29.6694 183.699
internal_count=13460 12257 12168 1203 78 89 1125
is_linear=0
shrinkage=0.0168881


Tree=456
num_leaves=8
num_cat=0
split_feature=96 110 97 47 123 121 99
split_gain=13.9387 13.9725 11.0771 11.9756 8.70105 8.64621 7.8781
threshold=2.5000000000000004 1.2500000000000002 2.5000000000000004 1.3750000000000002 0.92600000000000016 1.1055000000000004 0.5590277777777779
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=0.00410470809603267 0.0064601496562669792 -0.00037381952906897142 -0.0014500815100045976 0.0012460936460314284 -0.00060464334765203669 -0.0046490230552506248 0.00081096495922172804
leaf_weight=130.18530558049679 177.52042111754417 201.60521030426025 603.62908075749874 429.90003187954426 796.45952424407005 407.97408203780651 1616.4574876576662
leaf_count=388 494 674 1862 1219 2464 1438 4921
internal_value=4.55605e-05 -0.00124934 0.000749108 0.00276996 5.69528e-05 -0.00323513 0.000196188
internal_weight=4363.73 1536.22 2827.51 607.42 926.645 609.579 2220.09
internal_count=13460 4964 8496 1713 2852 2112 6783
is_linear=0
shrinkage=0.0168881


Tree=457
num_leaves=8
num_cat=0
split_feature=144 53 45 151 49 106 134
split_gain=7.94798 6.3731 9.11825 6.18464 6.55746 5.04115 1.73955
threshold=-0.0065499999999999994 2.9050000000000007 1.1950000000000001 0.71500000000000008 2.5050000000000003 0.59050000000000014 -1.0000000180025095e-35
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=0.0033825357391637154 0.0019736510250167342 0.0080440135970964548 -0.020286289119206963 -0.0010172734609306372 0.01739386444330239 0.00016183710197640889 0.020631499416849202
leaf_weight=146.7042324244976 25.732399672269821 5.6127416491508484 4.7933971285819998 1564.4219280481339 11.330513119697569 3050.9307471960783 7.1075951159000379
leaf_count=418 74 15 13 4371 31 8519 19
internal_value=-5.37537e-05 0.00359771 0.00263346 -0.000182646 0.00668851 -0.000237829 0.0150796
internal_weight=4816.63 164.218 151.498 4652.42 37.0629 4615.35 12.7203
internal_count=13460 465 431 12995 105 12890 34
is_linear=0
shrinkage=0.0168881


Tree=458
num_leaves=8
num_cat=0
split_feature=36 95 144 138 137 137 127
split_gain=12.2641 8.37785 7.97162 7.35217 6.12267 9.1408 4.5147
threshold=6.0450000000000008 -5.9999999999999973 -0.0017499999999999996 11.500000000000002 7.6000000000000005 7.1500000000000012 0.95000000000000007
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=-0.0033173146438143408 -0.0021839714902492833 3.4467975019934142e-05 0.0022214793739237545 -0.0032624938064060274 0.0029993123626296959 0.028504074180119368 -0.0087948801096993622
leaf_weight=81.930739566683769 97.700928904116154 2375.8130963891745 776.13178274035454 209.95517240464687 10.49459335207939 2.8486940190196028 78.282864414155483
leaf_count=247 601 8886 2382 785 61 17 481
internal_value=1.65348e-05 0.000246602 0.00169259 -0.000233224 -0.00416823 -0.00131423 -0.00740038
internal_weight=3633.16 3443.83 858.063 2585.77 189.327 100.55 88.7775
internal_count=13460 12300 2629 9671 1160 618 542
is_linear=0
shrinkage=0.0168881


Tree=459
num_leaves=7
num_cat=0
split_feature=101 34 89 91 6 29
split_gain=9.58329 6.57838 6.49677 5.7549 2.94716 2.7494
threshold=3.2250000000000005 2.2850000000000006 0.6100000000000001 0.33041666666666675 1554.6609998506178 4.4722222222222232
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=0.00067944386242813266 0.00055138375798040773 -0.001020804569885729 -0.0012332380078092268 -0.0091175807940010872 0.0039754879687454725 -0.011579904465671528
leaf_weight=2677.354890614748 6.3743326067924491 1019.599398240447 624.66325920820236 25.667730778455734 5.1822097301483145 32.350649625062943
leaf_count=7767 20 3701 1815 94 20 109
internal_value=-0.000131306 -5.20123e-05 0.000317602 -0.00121966 -0.00798165 -0.00958241
internal_weight=4391.19 4347.29 3302.02 1045.27 43.9072 38.725
internal_count=13526 13377 9582 3795 149 129
is_linear=0
shrinkage=0.0168881


Tree=460
num_leaves=8
num_cat=0
split_feature=28 23 92 130 39 134 145
split_gain=6.20984 6.67882 7.59948 6.26701 6.00638 6.84103 5.69498
threshold=3.7321428571428577 4.366666666666668 0.07166666666666667 2.1835000000000004 0.25193494393445609 -0.22349999999999998 0.90145000000000008
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=0.0015541882094333281 0.00099463185594091921 -0.0051910833833690544 0.0077585157862124464 -0.002509041620977408 0.00086250434577788283 -0.0014552813177071025 -0.0035209696102879474
leaf_weight=1528.2157607674599 1126.5021824240685 85.041848808526993 15.240113586187361 116.51332238316536 491.7877508699894 1388.8695885837078 85.716350495815277
leaf_count=4212 3191 241 43 332 1377 3890 240
internal_value=0.000202811 0.00100833 -0.00322284 0.00126633 -0.00025166 -0.000849172 0.000675311
internal_weight=4837.89 1745.01 100.282 1644.73 3092.88 1880.66 1212.22
internal_count=13526 4828 284 4544 8698 5267 3431
is_linear=0
shrinkage=0.0168881


Tree=461
num_leaves=7
num_cat=0
split_feature=85 95 85 107 34 144
split_gain=12.3593 10.2281 8.22618 3.93747 2.64096 1.95231
threshold=0.47230769230769221 12.75 -0.04931995540691194 0.68150000000000011 3.0350000000000006 -0.0031499999999999996
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=0.0017821903046863329 -0.00052021496878491044 -0.0092873853613651223 -0.00026010168935040342 -0.0025866789861750819 0.0070122197248582395 -0.011693637573089222
leaf_weight=704.83602397143841 5.1230084225535384 40.90467507392168 2785.5375988408923 64.410614810883999 2.6947623789310446 34.708038873970509
leaf_count=2502 26 215 10296 321 8 158
internal_value=-0.000111198 -4.14527e-06 0.000152306 -0.00518949 -0.00916223 -0.0102572
internal_weight=3638.21 3595.69 3490.37 105.315 42.5258 39.831
internal_count=13526 13334 12798 536 192 184
is_linear=0
shrinkage=0.0168881


Tree=462
num_leaves=8
num_cat=0
split_feature=95 35 116 132 26 121 105
split_gain=9.15825 7.68372 6.84056 6.43871 5.37282 4.36826 1.96915
threshold=-8.2499999999999964 9.5250000000000021 0.41650000000000004 3.5355000000000003 0.50788888888888895 1.8660000000000003 0.44150000000000006
decision_type=2 2 2 2 2 2 2
left_child=2 3 5 -2 -4 -1 -3
right_child=1 6 4 -5 -6 -7 -8
leaf_value=-0.0023903940841910236 0.00010479578472630194 0.016807922374678409 5.9764936211971174e-05 -0.011857073885391152 0.013942489506809628 -0.0070842982387508274 0.0042284555297357153
leaf_weight=280.81074738502502 3972.8642013520002 9.5011624097824079 26.587342455983162 12.875425353646277 11.344980791211126 70.815578565001488 5.6751434803009024
leaf_count=1055 11960 29 97 39 38 290 18
internal_value=-0.000128851 0.000111823 -0.00260072 6.61476e-05 0.00421258 -0.00333579 0.0121056
internal_weight=4390.47 4000.92 389.559 3985.74 37.9323 351.626 15.1763
internal_count=13526 12046 1480 11999 135 1345 47
is_linear=0
shrinkage=0.0168881


Tree=463
num_leaves=6
num_cat=0
split_feature=91 137 110 136 40
split_gain=6.966 4.22739 6.36508 4.64017 3.4501
threshold=0.46333333333333332 2.8500000000000001 21.250000000000004 3.7500000000000004 2.8750000000000004
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -2
right_child=4 3 -4 -5 -6
leaf_value=0.0022525173598866655 0.024046186839674008 -0.0016407794315966241 0.016902409731120744 0.00026660805859418657 0.0042996601039872843
leaf_weight=66.296246200799942 5.0679571628570539 396.91550935804844 9.6966849863529188 4355.0451757013798 5.0335730314254761
leaf_count=185 14 1118 27 12168 14
internal_value=0.000199804 0.000170486 0.00412221 0.000107285 0.0142093
internal_weight=4838.06 4827.95 75.9929 4751.96 10.1015
internal_count=13526 13498 212 13286 28
is_linear=0
shrinkage=0.0168881


Tree=464
num_leaves=8
num_cat=0
split_feature=95 136 130 95 136 9 103
split_gain=10.0931 7.70543 7.45618 7.33455 3.33002 6.73953 3.26463
threshold=12.75 3.1500000000000008 0.78900000000000015 -15.749999999999996 4.0500000000000007 0.7238095238095239 1.4715000000000003
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=0.016433520844267982 0.014806301242514293 0.0056177274518900509 0.0023564506770837965 -0.00027182337034138508 -0.0081108335832222999 -0.0051278719220861253 0.0024589348240802531
leaf_weight=11.296053782105444 6.5953080430626896 61.449767857789993 214.9013347029686 3243.7971889823675 72.037278659641743 18.144227139651775 9.4206501021981222
leaf_count=38 35 170 825 11949 370 93 46
internal_value=-0.000110214 4.40434e-05 0.00305957 -0.00016232 -0.00524005 0.000185476 -0.00688813
internal_weight=3637.64 3531.44 226.197 3305.25 106.197 24.7395 81.4579
internal_count=13526 12982 863 12119 544 128 416
is_linear=0
shrinkage=0.0168881


Tree=465
num_leaves=8
num_cat=0
split_feature=95 95 149 133 2 132 8
split_gain=8.94107 6.59221 7.40627 6.5186 7.32727 6.29559 3.11322
threshold=-8.2499999999999964 18.750000000000004 0.54150293202056043 2.2930000000000006 -174.9112688311503 3.5355000000000003 0.79285714285714304
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=-0.0067474717090617083 8.8356486087828889e-05 0.00024506101237040329 0.0167398756714238 0.0011224529428031705 -0.0008590634050469764 -0.011759020212175146 -0.015517275999516808
leaf_weight=75.849862992763519 3956.7196465134621 16.874938756227497 14.383781045675276 4.0396951586008099 293.51771260797977 12.833757549524305 15.504246428608893
leaf_count=334 11920 47 40 14 1077 39 55
internal_value=-0.000126743 0.000110886 0.00783605 -0.00257134 -0.00206832 5.00465e-05 -0.0120767
internal_weight=4389.72 4000.81 31.2587 388.912 369.368 3969.55 19.5439
internal_count=13526 12046 87 1480 1411 11959 69
is_linear=0
shrinkage=0.0168881


Tree=466
num_leaves=6
num_cat=0
split_feature=91 86 47 80 105
split_gain=6.79129 5.10699 7.00291 4.26164 3.77781
threshold=0.46333333333333332 3.0956959706959712 1.9550000000000003 0.032064909297052156 0.45150000000000007
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0065674895643761475 0.023511875629704689 -0.0011646933580478751 -0.01269316287379341 0.00029614413296136905 0.0028046088896581229
leaf_weight=31.125035226345062 5.4795194268226606 419.31148871779442 15.58694803714752 4362.0795765519142 4.6465814113616943
leaf_count=88 15 1234 43 12133 13
internal_value=0.000196745 0.000167762 -0.00157794 0.000340581 0.0140126
internal_weight=4838.23 4828.1 434.898 4393.2 10.1261
internal_count=13526 13498 1277 12221 28
is_linear=0
shrinkage=0.0168881


Tree=467
num_leaves=7
num_cat=0
split_feature=85 95 85 107 30 134
split_gain=12.1531 9.82551 8.04822 3.90626 3.13203 2.05496
threshold=0.47230769230769221 12.75 -0.15205128205128196 0.68150000000000011 0.090045045045045013 0.080500000000000002
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=0.002313703627630676 0.0071762380380102813 -0.0092119942997481146 -0.00015401226226962979 -0.0025092685699662038 -0.013516555346893128 -0.0055889315339021622
leaf_weight=429.88914957642555 3.1171807497739783 40.473171137273312 3060.3275156095624 64.067456938326359 23.800386972725391 15.356753349304197
leaf_count=1496 13 215 11302 321 107 72
internal_value=-0.000108744 -2.87077e-06 0.000149929 -0.0051045 -0.00911092 -0.0104082
internal_weight=3637.03 3594.76 3490.22 104.541 42.2743 39.1571
internal_count=13526 13334 12798 536 192 179
is_linear=0
shrinkage=0.0168881


Tree=468
num_leaves=8
num_cat=0
split_feature=85 95 85 136 134 119 29
split_gain=13.9188 12.0073 7.19536 6.81195 4.563 5.82151 3.87607
threshold=-0.3841025641025641 -8.2499999999999964 0.27459459459459462 4.0500000000000007 0.031000000000000003 0.90000000000000013 2.8660714285714293
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=-0.012434484723622814 0.0027257264100627207 0.00033567805499868725 0.0040228700459037352 -0.0036142684692605002 0.0011836546782065143 0.00017864416120759726 -0.012436886927064794
leaf_weight=13.900523498654364 56.856358736753464 3751.4394029378891 157.27729718387127 322.33102397620678 7.1017889678478232 41.862696543335915 36.922924771904945
leaf_count=47 210 11293 447 1230 22 144 126
internal_value=6.05827e-05 0.000205693 0.000484048 -0.00266357 -0.00617456 -0.00296513 -0.0102392
internal_weight=4387.69 4287.9 3908.72 379.187 99.7879 55.7632 44.0247
internal_count=13519 13180 11740 1440 339 191 148
is_linear=0
shrinkage=0.0168881


Tree=469
num_leaves=8
num_cat=0
split_feature=125 94 27 26 86 130 30
split_gain=6.43834 7.88872 8.52036 6.11694 5.74708 6.14633 5.58974
threshold=0.55000000000000016 17.550000000000004 0.48816666666666669 0.42950000000000005 3.9115384615384619 2.6460000000000004 0.29185103244837768
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=-0.00064450851773949214 -0.00020103940052261616 0.008046587433482591 0.0072822815537733456 -0.0022689049413537822 -0.0089104635215672898 0.0076738231103876571 0.0024979563987325704
leaf_weight=57.081618338823318 4252.8987257629633 19.229480475187302 119.89822024106979 111.21445921063423 37.674867928028107 7.6696531772613517 230.72463488578796
leaf_count=157 11877 54 330 311 111 24 655
internal_value=3.78822e-05 0.00240293 0.0047255 -0.00074804 -0.000122651 -0.0061048 -6.21451e-05
internal_weight=4836.39 307.424 176.98 130.444 4528.97 45.3445 4483.62
internal_count=13519 852 487 365 12667 135 12532
is_linear=0
shrinkage=0.0168881


Tree=470
num_leaves=8
num_cat=0
split_feature=95 142 133 0 47 149 143
split_gain=10.985 9.05847 8.19298 7.29979 6.37359 7.32941 6.63756
threshold=-6.7499999999999973 -1.4794999999999998 2.6460000000000004 1396.4102056289682 1.2050000000000003 0.61434823896303536 -0.74149999999999994
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=-0.0063460035396804447 0.0042943774049558946 0.0022376295920167291 -0.012673101436581945 -0.0010161487993250254 0.0017991278944755984 -0.0055440306231637542 0.0082231179461047053
leaf_weight=10.229855328798292 149.95535369217396 212.58267723023891 8.5801425576210004 2623.5174258425832 517.84830264747143 41.902974754571915 69.49325367808342
leaf_count=31 543 708 36 10317 1556 125 203
internal_value=-0.000123567 -0.000552639 0.0033759 -0.00077225 0.00188572 0.00124937 0.00635333
internal_weight=3634.11 2994.64 158.535 2836.1 639.474 559.751 79.7231
internal_count=13519 11604 579 11025 1915 1681 234
is_linear=0
shrinkage=0.0168881


Tree=471
num_leaves=8
num_cat=0
split_feature=36 96 0 99 94 9 37
split_gain=7.83109 9.09382 8.86276 8.17372 7.77295 7.71963 7.02972
threshold=6.2150000000000007 2.5000000000000004 1590.2931589071493 0.48684210526315791 5.5500000000000007 0.17142857142857143 0.74719975307209363
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=-0.00016335948009853351 0.0070035530390866602 -0.0021893598447616505 -0.016320629294958922 0.00078738555923163077 -0.0026708867138527429 0.0008432666617528157 -0.0024567437596581683
leaf_weight=817.09342837333679 131.93393126130104 298.22564876079559 7.701401710510253 2232.7141109108925 620.23205971717834 252.32904961705208 26.979792952537537
leaf_count=2520 359 910 21 6768 2176 692 73
internal_value=5.92107e-05 -0.000172617 0.00225516 0.00043662 -0.00124542 0.00033481 0.00539726
internal_weight=4387.21 3968.27 418.944 2530.94 1437.33 260.03 158.914
internal_count=13519 12374 1145 7678 4696 713 432
is_linear=0
shrinkage=0.0168881


Tree=472
num_leaves=8
num_cat=0
split_feature=89 29 135 130 90 148 134
split_gain=5.62913 7.31281 7.22024 6.61488 6.1038 7.23447 4.11904
threshold=0.81000000000000016 3.8944444444444448 -0.57299999999999984 2.1550000000000002 -0.60083333333333322 0.23508986650347907 -0.061999999999999993
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=0.0011514470025639427 0.024103024738182238 0.0019920699522753458 -0.0010150824762563862 -0.001806019687986056 -0.00433556107237999 0.0020415619495878609 0.0056530895641943805
leaf_weight=1423.3924498856068 5.3869962692260733 252.00170709192753 2363.0982717424631 254.21663734316826 56.849350497126579 471.70032177865505 9.6176496744155866
leaf_count=3943 15 707 6617 739 162 1309 27
internal_value=3.80213e-05 -0.000166997 -0.000725291 0.000703272 0.00165719 0.00135561 0.0122789
internal_weight=4836.26 4292.71 2615.1 1677.61 543.554 528.55 15.0046
internal_count=13519 12006 7324 4682 1513 1471 42
is_linear=0
shrinkage=0.0168881


Tree=473
num_leaves=7
num_cat=0
split_feature=85 123 85 147 92 145
split_gain=12.1348 10.538 10.6047 7.28594 4.73631 2.83797
threshold=0.42848484848484841 2.0250000000000004 -0.57686274509803914 0.44938700955042282 0.62791666666666679 0.15995000000000001
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=0.0074502384440438673 0.0062773457833289427 0.0071617455673673204 -0.00036158551045722205 0.0009998201502277094 0.01492416884240654 -0.010593851460442486
leaf_weight=50.31674413383007 3.0344146713614455 92.595298811793327 3306.2865613400936 133.85628473758698 2.3713427186012259 44.795835748314857
leaf_count=160 12 289 12415 430 12 201
internal_value=-0.000122115 -6.58106e-06 -0.000244476 0.00351952 -0.00836763 -0.00952298
internal_weight=3633.26 3583.05 3356.6 226.452 50.2016 47.8303
internal_count=13519 13294 12575 719 225 213
is_linear=0
shrinkage=0.0168881


Tree=474
num_leaves=8
num_cat=0
split_feature=85 95 36 146 78 8 145
split_gain=13.5668 11.549 6.98409 6.8439 4.05589 3.34097 3.24786
threshold=-0.3841025641025641 -8.2499999999999964 6.2150000000000007 0.00085000000000000017 2.2583333333333337 2.4083333333333337 0.29640000000000005
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=-0.0060435026505384314 -0.001686882325351569 0.00022977353027970996 0.0025613826997978118 -0.0081679938588672864 0.016506115300247572 -0.017108466509266861 -0.0058878338442898935
leaf_weight=83.452190533280373 323.95935486257076 3499.6506898105145 409.25882712006569 54.25557504594326 3.9041320979595175 8.5866098850965482 3.5033939778804779
leaf_count=288 1240 10621 1119 200 12 27 12
internal_value=5.81877e-05 0.000201237 0.000473897 -0.00261668 -0.00610841 -0.0070761 0.00591173
internal_weight=4386.57 4287.12 3908.91 378.215 99.4463 92.0388 7.40753
internal_count=13519 13180 11740 1440 339 315 24
is_linear=0
shrinkage=0.0168881


Tree=475
num_leaves=8
num_cat=0
split_feature=125 44 38 89 107 27 30
split_gain=6.28303 6.9388 9.05118 5.22231 6.06389 5.15208 5.00944
threshold=0.55000000000000016 9.6950000000000021 0.28427328697605608 0.81000000000000016 0.95450000000000013 0.55211111111111122 0.29185103244837768
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=0.0063324715186536098 -0.00047015451511760046 0.00023088030857177622 0.00015327558469851142 0.0019831183343169915 -0.0054742411440779175 -0.012915839184778241 0.002113332947720311
leaf_weight=138.27583736181259 3794.2536939233541 23.651783674955368 132.30899313092232 474.0679027736187 33.280510365962982 13.269510328769682 226.85871441662312
leaf_count=386 10608 67 361 1321 92 38 646
internal_value=3.79435e-05 0.00237395 0.0033111 -0.000120678 0.00149389 -0.00449344 -0.000324396
internal_weight=4835.97 307.506 270.585 4528.46 507.348 36.9213 4021.11
internal_count=13519 852 747 12667 1413 105 11254
is_linear=0
shrinkage=0.0168881


Tree=476
num_leaves=7
num_cat=0
split_feature=85 95 9 55 149 143
split_gain=11.9213 10.6723 10.0817 7.75122 3.85666 2.1192
threshold=0.42848484848484841 -6.7499999999999973 1.8916666666666668 1.2450000000000003 0.61941211201079638 -1.1139999999999997
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=0.0070499850662924931 0.0015462754821396801 -0.00094332312558676151 0.0014780394148635515 0.0012940429000478128 0.0085019813947209942 -0.010790814874382779
leaf_weight=75.815848916769028 4.3823421299457541 2328.7803694605827 621.26325099170208 556.804088935256 3.6071152165532103 41.961112461984158
leaf_count=222 21 9193 2209 1670 14 190
internal_value=-0.000120784 -6.54156e-06 -0.000433389 0.0019839 -0.00831422 -0.00962366
internal_weight=3632.61 3582.66 2950.04 632.62 49.9506 46.3435
internal_count=13519 13294 11402 1892 225 211
is_linear=0
shrinkage=0.0168881


Tree=477
num_leaves=8
num_cat=0
split_feature=96 93 97 2 10 131 141
split_gain=10.6878 12.8186 11.1143 7.70894 6.67465 6.24217 5.50217
threshold=2.5000000000000004 4.0500000000000007 2.5000000000000004 166.52883983701329 2.6904761904761911 2.4720000000000004 2.3665000000000007
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=-0.000239730306684851 0.0025108843395083122 -0.0029704889208395594 -0.00010688243071301473 0.0051036069821242787 0.0037664862867555051 0.01719727977838717 0.012808851239418337
leaf_weight=770.1787421554327 591.83658386766911 666.26360128819942 2098.9327106922865 85.561879754066467 135.04986219108105 8.371246784925459 6.3620070666074744
leaf_count=2385 1669 2313 6388 238 437 24 20
internal_value=6.16047e-05 -0.00107669 0.000675449 0.0002945 0.000127262 0.00271577 -0.0028212
internal_weight=4362.56 1528.37 2834.19 855.741 2233.98 600.208 672.626
internal_count=13474 4956 8518 2623 6825 1693 2333
is_linear=0
shrinkage=0.0168881


Tree=478
num_leaves=8
num_cat=0
split_feature=86 80 49 1 49 3 102
split_gain=5.8697 8.51463 8.22472 6.41274 9.62738 6.9751 6.27955
threshold=3.0919661733615227 0.06302911005489141 2.7850000000000006 1406.7057935524113 2.0150000000000001 1441.3975280143418 0.82550000000000001
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=-0.0051362089743040617 -0.001556659133775766 -0.0020130636195326503 0.0065138777846256192 -0.00086213879410906033 1.6224992870811011e-05 0.00086480458437413301 -0.010980337453558581
leaf_weight=149.51626785099506 302.39241810142994 44.981587946414948 40.883170872926712 853.84345099329948 335.52506598830223 3048.9518749862909 44.132831066846848
leaf_count=440 900 129 113 2359 928 8477 128
internal_value=7.43696e-05 -0.00180297 -0.000595405 0.000259373 -0.00157199 0.000486982 -0.00645429
internal_weight=4820.23 432.39 343.276 4387.84 485.041 3902.8 89.1144
internal_count=13474 1270 1013 12204 1368 10836 257
is_linear=0
shrinkage=0.0168881


Tree=479
num_leaves=8
num_cat=0
split_feature=96 26 99 133 145 85 53
split_gain=9.90252 16.6783 9.43116 8.86036 7.4486 5.94761 5.12977
threshold=2.5000000000000004 0.55845238095238103 0.86038961038961048 1.7070000000000001 0.95685000000000009 0.48588235294117649 3.3250000000000006
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=0.00068380538283931841 -0.00057040569438891969 -0.0057335348467227442 -0.0073115455041549713 0.0038804676364336916 0.012772450092509562 -0.0094602526192277912 0.0159008940378422
leaf_weight=942.19263902306557 2116.8331740051508 124.24056484550238 78.767952769994736 335.32080075889826 6.5281949043273917 21.684416919946671 2.8114084750413886
leaf_count=3218 8038 510 368 1203 25 100 12
internal_value=-0.000172875 0.000934861 -0.000875561 0.00152288 -0.00480948 -0.000660561 -0.00651125
internal_weight=3628.38 1408.28 2220.1 1277.51 130.769 2138.52 81.5794
internal_count=13474 4956 8518 4421 535 8138 380
is_linear=0
shrinkage=0.0168881


Tree=480
num_leaves=7
num_cat=0
split_feature=85 84 85 91 91 35
split_gain=7.7663 6.44323 7.70038 6.74534 2.7124 2.21547
threshold=-0.7533333333333333 0.036885964912280654 0.56333333333333335 0.19374999999999998 -0.4304166666666665 3.1450000000000005
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=0.0047751252433720741 -0.00014841405721320692 0.0015710386373253831 0.0075904672033770696 0.009861515484946232 -0.0064967650495583625 -0.016273774087346576
leaf_weight=4.135943502187728 3921.5744449943304 339.14620442688465 37.01662477850914 30.509981110692024 19.434704214334491 10.029261067509649
leaf_count=14 12147 1011 103 95 70 34
internal_value=6.02764e-05 0.000123069 -7.60415e-05 0.00225537 -0.00802768 -0.0098257
internal_weight=4361.85 4328.25 3958.59 369.656 33.5999 29.464
internal_count=13474 13356 12250 1106 118 104
is_linear=0
shrinkage=0.0168881


Tree=481
num_leaves=8
num_cat=0
split_feature=30 148 26 80 48 30 147
split_gain=5.61621 9.04259 7.27965 5.29962 6.96161 5.0967 5.02648
threshold=0.12681311751103638 0.25070180469638537 0.42683333333333334 0.035113324175824107 1.9850000000000001 0.14124040920716111 0.50912534435261725
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=-0.0026349644012134163 0.0085697713315731981 0.0037638801331080197 -0.00051009376789742629 0.0018991954661648491 -0.0028300187208135752 6.8907176524515094e-05 -0.013413010512815505
leaf_weight=382.19902132451534 48.971541523933411 129.34910932183266 937.10955406725407 514.43016858398914 22.202495872974396 2772.9643356651068 12.753823786973951
leaf_count=1074 136 354 2575 1428 67 7804 36
internal_value=7.3774e-05 -0.00080014 8.26761e-06 0.000454047 0.0050133 0.000355329 -0.00298308
internal_weight=4819.98 1461.41 1066.46 3358.57 71.174 3287.39 394.953
internal_count=13474 4039 2929 9435 203 9232 1110
is_linear=0
shrinkage=0.0168881


Tree=482
num_leaves=8
num_cat=0
split_feature=26 142 8 146 27 42 123
split_gain=7.39531 9.34979 9.28102 7.97225 8.52147 6.70368 5.42632
threshold=0.59472222222222226 -0.80249999999999988 1.9226190476190481 0.0090500000000000008 0.44050000000000006 2.8650000000000007 0.62850000000000017
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=0.00105114459045199 0.00075821736051540512 0.0075415237227184195 0.024548874923857114 0.0081757906962038607 -0.0055445471657585366 -0.00048839821744818979 -0.0051231148358930698
leaf_weight=1437.5668082684278 20.109952539205555 10.183537870645521 6.09470011293888 14.497992508113382 117.81939966231585 1838.047238856554 183.27617161720991
leaf_count=4491 80 48 28 72 466 7481 808
internal_value=-0.000170507 -0.00317393 0.00629257 2.30771e-05 -0.00404102 0.000187253 -0.00445633
internal_weight=3627.6 219.664 26.2047 3407.93 132.317 3275.61 193.46
internal_count=13474 964 108 12510 538 11972 856
is_linear=0
shrinkage=0.0168881


Tree=483
num_leaves=8
num_cat=0
split_feature=99 95 84 107 92 78 143
split_gain=8.80758 7.73031 7.25513 5.76302 5.97701 4.88691 4.5053
threshold=0.58578431372549034 -8.2499999999999964 0.024356060606060551 0.22750000000000004 0.26833333333333342 0.7238095238095239 0.52850000000000008
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=0.0029306358565548201 0.0028768656632967952 0.00045400087822339475 0.0030996799374029367 -0.0016771938349691431 0.0023581295312635761 -0.0040417384988104639 0.019931962604535322
leaf_weight=18.79125609993935 35.818467512726784 2582.6542723923922 333.83888612687588 1113.5886454880238 115.54420138895512 155.57125629484653 5.8249396681785575
leaf_count=55 144 7835 972 3502 350 599 17
internal_value=5.90614e-05 0.00054108 0.000756849 -0.00113578 -0.00129783 -0.0027468 0.00695481
internal_weight=4361.63 3107.88 2916.49 1253.75 1229.13 191.39 24.6162
internal_count=13474 9550 8807 3924 3852 743 72
is_linear=0
shrinkage=0.0168881


Tree=484
num_leaves=8
num_cat=0
split_feature=30 148 26 99 1 30 102
split_gain=5.49334 8.83789 7.11962 6.30528 9.82907 5.56294 4.79157
threshold=0.12681311751103638 0.25070180469638537 0.42683333333333334 0.13392857142857142 1474.1107214635124 0.14124040920716111 0.33350000000000007
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=-0.0052210271824239983 -0.0014896771328491334 0.003720791397145486 -0.00050524220972324565 0.0019221510957802594 0.0067099064929408286 -2.6218655896372651e-05 -0.0014254008126517981
leaf_weight=158.5838460624218 67.716856420040131 129.39942580461502 937.03805439174175 494.90839575231075 108.49091979861259 2687.6677818745375 236.12037469446659
leaf_count=446 194 354 2575 1373 305 7563 664
internal_value=7.28926e-05 -0.000791521 7.51413e-06 0.000448938 0.00355866 0.000276756 -0.00295047
internal_weight=4819.93 1461.14 1066.44 3358.78 176.208 3182.58 394.704
internal_count=13474 4039 2929 9435 499 8936 1110
is_linear=0
shrinkage=0.0168881


Tree=485
num_leaves=8
num_cat=0
split_feature=95 3 26 39 90 12 134
split_gain=9.02657 9.67605 7.95054 6.83365 5.70704 6.96269 1.58625
threshold=4.3499999999999988 1456.8311563602235 0.56707142857142878 0.21466862927194497 0.28083333333333332 0.70833333333333337 0.28750000000000003
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=-0.0035844537368404966 -0.0018075834685644301 -7.0627064198612443e-06 -0.0033497977122648572 0.0021193839004192581 -0.012002502151377048 0.0080635745374443707 -0.0019643128757064628
leaf_weight=64.506357848644257 718.72518666088581 1727.571293592453 229.94822720438242 839.7972274646163 19.456546135246757 20.973739050328732 5.8447353392839423
leaf_count=292 3245 6059 920 2729 95 104 30
internal_value=-0.000167906 0.000267688 -0.000399744 0.00171249 -0.00179747 -0.00152766 -0.00968463
internal_weight=3626.82 2861.82 1957.52 904.304 765 739.699 25.3013
internal_count=13474 10000 6979 3021 3474 3349 125
is_linear=0
shrinkage=0.0168881


Tree=486
num_leaves=7
num_cat=0
split_feature=124 34 10 46 7 21
split_gain=9.08101 8.34017 9.24208 6.57267 4.55048 4.26721
threshold=3.2250000000000005 2.8750000000000004 2.4083333333333337 2.3550000000000004 -65.63375760666132 0.63333333333333341
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=-0.00013030976289125427 0.015869394730024428 -0.0063031498431137378 0.0031843890310854846 -0.0013088752611032047 -0.011066801616449209 0.004281479336400636
leaf_weight=3555.4647603183985 2.2131416052579871 91.636398449540138 257.26723621785641 418.00934936106205 37.472923114895821 5.9899751245975486
leaf_count=10559 9 371 768 1637 129 18
internal_value=-0.000257032 -0.000177869 9.3346e-05 -0.00220692 -0.00774772 -0.00895095
internal_weight=4368.05 4322.38 3812.73 509.646 45.676 43.4629
internal_count=13491 13335 11327 2008 156 147
is_linear=0
shrinkage=0.0168881


Tree=487
num_leaves=8
num_cat=0
split_feature=136 86 80 30 148 89 145
split_gain=6.38892 6.54847 7.38631 6.47227 8.17559 6.5033 5.52071
threshold=7.4500000000000002 3.0750469043151978 0.06302911005489141 0.16193829644533872 0.24269371034620571 0.81000000000000016 0.20045000000000004
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=-0.00036684935174974927 -0.0047380347870703918 -0.00027454623906715753 -0.007050274071122185 0.00010965624392404348 -0.0007457420699265824 0.0048635974488183452 0.0015147028312447641
leaf_weight=596.86106033623219 169.10391753911972 212.55742481350899 58.521497279405594 865.91128723323345 1085.0000385344028 90.66546157002449 1745.0755924284458
leaf_count=1687 480 626 169 2440 3001 257 4831
internal_value=0.000182194 0.000747523 -0.00173741 -0.00048601 -0.00128408 0.000560267 0.00103516
internal_weight=4823.7 2613.02 271.079 2210.68 1254.1 956.577 2341.94
internal_count=13491 7313 795 6178 3481 2697 6518
is_linear=0
shrinkage=0.0168881


Tree=488
num_leaves=8
num_cat=0
split_feature=42 26 142 143 105 2 101
split_gain=11.9331 10.1159 8.12879 7.85174 4.73581 6.19962 3.67534
threshold=5.7150000000000007 0.59527777777777791 -0.80249999999999988 2.4835000000000007 0.37550000000000006 -74.4198067186462 0.77500000000000013
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=0.00045230511487438313 -0.001149390707791003 0.0052192997902022926 -0.0050571163229099943 0.011013506231232307 0.023775268001389495 -0.0020062769832705639 -0.00838967067984356
leaf_weight=3231.3277204185724 27.237736277282238 25.591278076171875 154.35720445215702 20.202741742134094 2.7346613183617583 97.247972026467323 75.300420887768269
leaf_count=11487 166 98 609 59 15 588 469
internal_value=6.71037e-05 0.000302214 -0.00359552 0.000517933 -0.00391645 -0.00130082 -0.00646664
internal_weight=3634 3431.48 179.948 3251.53 202.521 99.9826 102.538
internal_count=13491 12253 707 11546 1238 603 635
is_linear=0
shrinkage=0.0168881


Tree=489
num_leaves=7
num_cat=0
split_feature=85 124 40 92 2 2
split_gain=9.16046 9.13619 7.5264 5.5925 5.05819 4.59299
threshold=-0.34020373514431235 3.2250000000000005 4.1850000000000014 -0.73958333333333326 -273.63373444921939 112.62549116921367
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=0.013833254414969154 0.00012958908437992888 0.0077677802756027882 -0.0032617432368287156 -0.0064703935777284576 -0.0098953629751332567 0.0014832404951230721
leaf_weight=4.6272484660148612 3982.6673572808504 5.2517900615930548 195.81901103258133 114.77423022687435 38.59107831120491 25.260075286030769
leaf_count=17 11996 21 860 395 129 73
internal_value=-0.000252986 -0.00010981 -2.93353e-05 -0.00443176 -0.00777897 -0.0050355
internal_weight=4366.99 4222.33 4178.49 144.662 43.8429 140.034
internal_count=13491 13006 12856 485 150 468
is_linear=0
shrinkage=0.0168881


Tree=490
num_leaves=8
num_cat=0
split_feature=136 9 37 86 80 120 79
split_gain=6.24184 7.27458 8.02649 6.40228 7.24235 5.32467 4.64615
threshold=7.4500000000000002 1.8166666666666669 0.64583069188441267 3.0750469043151978 0.06302911005489141 0.95000000000000007 2.526178411230692
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=0.0022788632760825009 -0.0019486264940762042 -0.0026446676977163477 0.009316272752933525 -0.00027172054583532131 -0.0069857289266047626 0.00049478236238123259 0.00057225138831041287
leaf_weight=618.09108033776283 311.27189174294472 491.24608972668648 16.539153605699539 212.54348985850811 58.419592291116714 1391.4471299499273 1724.2678474187851
leaf_count=1683 854 1379 49 626 169 3896 4835
internal_value=0.000179565 -0.000480959 -0.00225503 0.000738286 -0.00171935 4.80913e-05 0.0010226
internal_weight=4823.83 2210.5 507.785 2613.32 270.963 1702.72 2342.36
internal_count=13491 6178 1428 7313 795 4750 6518
is_linear=0
shrinkage=0.0168881


Tree=491
num_leaves=8
num_cat=0
split_feature=36 95 38 9 27 27 6
split_gain=11.1482 8.32822 7.99567 6.7261 6.64867 8.43688 4.80934
threshold=6.0450000000000008 6.7499999999999991 0.33000306184935707 3.9666666666666672 0.43050000000000005 0.40354166666666674 1530.8684601524863
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=0.00053078751773837952 -0.0056011355163587614 -0.0023693005749570589 0.025418545477546736 0.016463393130586038 -0.005953547596631679 0.010461774799415216 0.013135102304707455
leaf_weight=3074.4604236185551 18.53630355745554 358.31692716479301 2.977482169866561 7.5755702257156363 149.15772341191769 18.766960762441158 3.860903948545455
leaf_count=10716 114 1557 12 21 935 114 22
internal_value=6.56561e-05 0.000285584 -0.00214021 0.000569959 -0.00391318 0.00247934 -0.00547173
internal_weight=3633.65 3443.33 361.294 3082.04 190.322 37.3033 153.019
internal_count=13491 12306 1569 10737 1185 228 957
is_linear=0
shrinkage=0.0168881


Tree=492
num_leaves=8
num_cat=0
split_feature=34 46 4 49 137 86 34
split_gain=8.63308 7.74276 6.62657 7.93874 6.50377 6.13675 3.61356
threshold=2.8950000000000005 2.3550000000000004 1576.0730079843613 3.7950000000000004 29.950000000000003 3.0919661733615227 7.4900000000000011
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=-0.00056567276290586004 -0.0078061800819448305 -0.0010008995452827922 0.0021301054501183464 -0.0037558213900675858 0.011625407635271175 0.0018157816058187643 -0.008709160856535534
leaf_weight=2805.0264678150415 87.63503809273243 405.05487307906151 625.17917984724045 72.983110204339027 5.2031782567501059 346.76432687044144 18.122467130422592
leaf_count=8333 359 1571 1875 239 21 1000 93
internal_value=-0.000248828 -0.00230009 2.60997e-05 0.00151478 -0.00671683 -0.000303654 -0.00133107
internal_weight=4365.97 516.016 3849.95 698.162 92.8382 3151.79 423.177
internal_count=13491 2044 11447 2114 380 9333 1664
is_linear=0
shrinkage=0.0168881


Tree=493
num_leaves=8
num_cat=0
split_feature=136 27 30 89 143 27 52
split_gain=6.09933 6.32593 6.27678 6.34206 6.33896 5.4065 4.38463
threshold=7.4500000000000002 0.68211111111111122 0.16193829644533872 0.81000000000000016 0.26200000000000007 0.39881944444444445 2.6150000000000007
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=0.0043393788648366481 -0.00025957647500531489 -0.018836585265062274 0.00010910549189077694 0.0048013162818910686 -0.0027006743576467609 0.00062764632239839372 -0.0012956833971156339
leaf_weight=117.21754935383797 738.84180551767349 7.8594421744346645 865.93905229866505 90.768933683633804 514.82024100422859 2480.1029492020607 8.4236238300800306
leaf_count=328 2049 22 2440 257 1432 6938 25
internal_value=0.000177122 0.000729373 -0.000475863 0.000554312 -0.00126204 0.000795167 -0.00976391
internal_weight=4823.97 2613.6 2210.37 956.708 1253.66 2597.32 16.2831
internal_count=13491 7313 6178 2697 3481 7266 47
is_linear=0
shrinkage=0.0168881


Tree=494
num_leaves=8
num_cat=0
split_feature=34 36 85 30 91 128 27
split_gain=11.1878 9.02403 6.94175 6.68852 8.44965 8.18058 6.53591
threshold=3.2950000000000004 6.0450000000000008 0.69818181818181835 0.20977698128235764 -0.2541666666666666 0.45000000000000007 0.43050000000000005
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=-2.186354203707678e-05 -0.0080252870975250114 0.002450614574115668 -0.01186616789911657 0.0082097804092042537 0.0020874988164782727 -0.0065896216841944992 -0.0054309920358227145
leaf_weight=2933.7037877738476 25.155196100473404 37.363167606294155 14.180842638015745 85.849310040473938 372.46364593505859 12.159765422344206 152.36059595644474
leaf_count=10863 70 228 61 238 1040 34 957
internal_value=6.38322e-05 -0.000308626 -7.885e-05 0.00242175 0.00144765 0.00637339 -0.0038787
internal_weight=3633.24 3137.61 2947.88 495.628 397.619 98.0091 189.724
internal_count=13491 12109 10924 1382 1110 272 1185
is_linear=0
shrinkage=0.0168881


Tree=495
num_leaves=8
num_cat=0
split_feature=95 97 94 30 7 7 10
split_gain=8.158 8.45446 8.07032 7.0599 12.3135 7.64933 5.51694
threshold=2.9999999999999987 2.5000000000000004 5.5500000000000007 0.12681311751103638 -34.076424287866864 34.384115158842526 2.4833333333333338
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=0.00041443059168110534 -0.0042838487018461999 -0.00053721260351796371 0.0029066544259837 -0.0059372209690087569 -0.00080514027461481698 0.011996191717809492 0.0043899871779215158
leaf_weight=867.62514428794384 48.054638415575027 825.35054492950439 604.45658168196678 144.32378230988979 1752.2606424093246 16.575118273496628 70.335794031620026
leaf_count=2886 136 2364 1710 555 5466 47 204
internal_value=-6.7635e-05 0.000914901 0.00237707 -0.000614669 -0.00119569 0.000631572 -0.000150265
internal_weight=4328.98 1548.2 652.511 2780.78 1896.58 884.2 895.686
internal_count=13368 4414 1846 8954 6021 2933 2568
is_linear=0
shrinkage=0.0168881


Tree=496
num_leaves=8
num_cat=0
split_feature=125 97 133 145 145 138 135
split_gain=6.6645 7.73203 7.84033 7.50513 6.9333 6.24431 4.98309
threshold=0.55000000000000016 3.5000000000000004 1.3165000000000002 0.17665000000000003 0.98005000000000009 2.5000000000000004 -0.30549999999999994
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=0.0072508853941679113 0.0018158374184980893 -0.0096458363863669381 -0.0025284183666277084 0.0014423967485024955 0.0047169005751913507 -8.2425182010690439e-05 -0.006211112723776396
leaf_weight=121.50977094471455 567.55744487047195 20.153764754533768 28.949217706918716 127.86803442239761 14.057409256696699 3825.6640265583992 77.493614479899406
leaf_count=333 1588 57 80 356 39 10699 216
internal_value=0.000229575 0.0026731 0.00536912 -6.71583e-05 6.69426e-05 0.000162805 -0.00453287
internal_weight=4783.25 298.481 150.459 148.022 4484.77 4393.22 91.551
internal_count=13368 826 413 413 12542 12287 255
is_linear=0
shrinkage=0.0168881


Tree=497
num_leaves=8
num_cat=0
split_feature=95 34 85 42 50 138 89
split_gain=9.90681 7.98539 7.41289 6.27214 5.70796 5.2847 4.83966
threshold=1.5000000000000007 1.2850000000000004 -0.85333333333333328 2.4750000000000005 1.5750000000000004 5.5000000000000009 0.030000000000000002
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=0.019089300021138046 -0.0015329770164030953 -0.00055998759788645656 0.001390186672831469 -0.00036890557328029194 -0.0087790041755388334 -0.006669960410506025 0.0039132790360634174
leaf_weight=9.2467492818832415 102.48939790576696 752.32946699857712 882.77475990355015 1674.9718675836921 24.897284790873528 129.06257158517838 17.049073979258537
leaf_count=28 556 3090 2668 6190 100 685 51
internal_value=-0.000224142 -0.00164347 0.000329939 0.000238214 -0.000823305 -0.00439634 0.00925088
internal_weight=3592.82 1008.78 2584.04 2557.75 777.227 231.552 26.2958
internal_count=13368 4431 8937 8858 3190 1241 79
is_linear=0
shrinkage=0.0168881


Tree=498
num_leaves=8
num_cat=0
split_feature=95 85 28 55 6 111 145
split_gain=7.89979 9.56421 9.58285 8.02351 7.56356 6.81363 6.34973
threshold=2.9999999999999987 -0.00606701940035275 2.9500000000000006 1.2650000000000003 1518.8419367300401 15.850000000000003 0.73755000000000015
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=-0.0027524033188652364 0.0053835328654621602 -0.0027695966625068914 0.00038523966086042346 0.0010153371663069548 -0.0042637453252312224 0.0094216791837498561 -0.0018745816902690049
leaf_weight=591.92463570833206 171.04180459678173 322.40643613040447 1852.0008576512337 1079.2339247763157 26.808469891548157 13.407990768551825 271.36453366279602
leaf_count=1952 482 1106 5849 3068 77 47 787
internal_value=-6.67114e-05 -0.000605213 -8.25272e-05 0.000899979 0.00407621 -0.00248271 0.000434671
internal_weight=4328.19 2779.74 2174.41 1548.45 197.85 605.333 1350.6
internal_count=13368 8954 6955 4414 559 1999 3855
is_linear=0
shrinkage=0.0168881


Tree=499
num_leaves=8
num_cat=0
split_feature=145 103 42 138 103 34 56
split_gain=6.3807 6.84491 7.35368 6.69096 5.6594 5.50064 5.29484
threshold=0.98005000000000009 1.1985000000000003 2.9050000000000007 2.5000000000000004 2.5020000000000002 2.1950000000000007 2.4350000000000005
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=0.0021413017182661067 -0.0095421495552488432 -0.0068985200116610393 0.012120944733878211 0.00013819159115867056 -0.0056999665885755502 0.00057268704974806743 -0.012735549440965116
leaf_weight=598.8373711258173 52.269319206476212 10.238532811403276 13.364663809537886 4032.1950014680624 47.919318243861198 21.693956762552261 6.9012733399868003
leaf_count=1673 146 29 37 11264 139 60 20
internal_value=0.000226506 -0.00404803 0.00386971 0.000315513 6.96184e-05 -0.00657507 0.00197176
internal_weight=4783.42 97.5665 23.6032 4685.85 4080.11 73.9633 605.739
internal_count=13368 272 66 13096 11403 206 1693
is_linear=0
shrinkage=0.0168881


Tree=500
num_leaves=8
num_cat=0
split_feature=36 53 31 38 29 99 3
split_gain=9.89665 6.45438 9.89548 6.40345 5.91438 6.95187 6.31397
threshold=4.0650000000000004 4.1150000000000011 0.11149961149961148 0.25849235054756514 6.1833333333333345 0.63961038961038974 1714.8494889921667
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=0.0013523005489340903 -0.0029259217677517582 0.03070635129248625 -0.0056285449750585193 -0.00037119230412728971 0.020579221774577768 -0.001488673413156114 0.0069057390314776505
leaf_weight=859.548244535923 527.71662014722824 4.8549360483884794 3.8175697326660156 2159.5683873146772 6.9169876873493221 9.8916160538792592 19.310142539441586
leaf_count=2816 2767 19 15 7558 35 51 107
internal_value=-0.000221267 0.000161281 0.0147095 0.000119481 -0.00227559 0.00759129 -0.00257881
internal_weight=3591.62 3027.79 8.67251 3019.12 563.835 16.8086 547.027
internal_count=13368 10408 34 10374 2960 86 2874
is_linear=0
shrinkage=0.0168881


Tree=501
num_leaves=8
num_cat=0
split_feature=95 85 28 97 8 111 73
split_gain=7.7055 9.3618 9.37532 8.2347 6.65861 6.65129 5.85822
threshold=2.9999999999999987 -0.00606701940035275 2.9500000000000006 2.5000000000000004 0.51666666666666672 15.850000000000003 1.0000000180025095e-35
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=-0.0027235478316823694 0.0056314527073155103 -0.0027403730700708419 0.00038175211159733105 -0.0076524802493561379 0.00012070119743245695 0.0092811164182507178 0.0015558754665632563
leaf_weight=591.2637647241354 124.24104556441307 322.00626622140408 1852.1133268475533 32.617786467075348 863.15786823630333 13.462088465690611 528.57648654282093
leaf_count=1952 353 1106 5849 98 2470 47 1493
internal_value=-6.56399e-05 -0.000597635 -8.06511e-05 0.000888973 -0.000162317 -0.00245626 0.00233156
internal_weight=4327.44 2778.85 2174.12 1548.59 895.776 604.726 652.818
internal_count=13368 8954 6955 4414 2568 1999 1846
is_linear=0
shrinkage=0.0168881


Tree=502
num_leaves=8
num_cat=0
split_feature=125 145 92 93 1 138 29
split_gain=6.50227 6.67288 6.60425 8.63514 8.06949 5.86172 5.7503
threshold=0.55000000000000016 0.97505000000000008 0.0066666666666666515 9.9000000000000021 1545.0671232478887 2.5000000000000004 3.683333333333334
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=0.0086982092597509119 0.0017694020166568057 -0.0093292709134612725 -0.013814760962532577 0.0017488271307047013 0.0018508067183501732 -7.2873610921563031e-05 -0.0012066732955034415
leaf_weight=70.079659789800644 565.71642293035984 38.35507345199585 14.442720562219618 187.32560215890408 26.737086474895477 3810.2184615284204 70.662783056497574
leaf_count=194 1582 107 40 518 74 10656 197
internal_value=0.000223125 6.2464e-05 0.00263628 0.00364093 -0.00364293 0.000165288 -0.00406463
internal_weight=4783.54 4484.95 298.585 257.405 41.1798 4375.93 109.018
internal_count=13368 12542 826 712 114 12238 304
is_linear=0
shrinkage=0.0168881


Tree=503
num_leaves=8
num_cat=0
split_feature=36 45 137 38 23 4 35
split_gain=9.67033 7.07565 9.34552 6.28213 5.18202 8.18165 4.98985
threshold=4.0650000000000004 1.5350000000000004 8.9500000000000011 0.25849235054756514 6.166666666666667 1493.8979259366849 5.5650000000000004
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=0.0013355018145969572 -0.0018924072955303634 0.027182583115839858 -0.0089884882867008846 -0.00037140750043982671 0.033897439387534735 -0.0070203965525189533 -0.0073189530320279189
leaf_weight=859.93730661273003 503.80007855594158 6.0533119738101941 3.0692231059074402 2158.7062402665615 2.8580676019191733 2.7183686569333076 53.461346201598644
leaf_count=2816 2559 23 12 7557 15 15 371
internal_value=-0.000218139 0.00015973 0.0150104 0.000114841 -0.00225091 0.0139472 -0.00241305
internal_weight=3590.6 3027.77 9.12254 3018.64 562.838 5.57644 557.261
internal_count=13368 10408 35 10373 2960 30 2930
is_linear=0
shrinkage=0.0168881


Tree=504
num_leaves=8
num_cat=0
split_feature=95 85 89 36 11 6 9
split_gain=12.7896 9.51573 8.84675 7.81972 7.28566 4.73983 3.9933
threshold=-8.2499999999999964 -0.41468085106382974 0.63000000000000012 1.8650000000000004 1.9309523809523812 1477.3356550245644 1.8619047619047622
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=-0.0073177069197421507 -0.0076746694412739985 0.00062849008369518229 -0.0014712574416051688 -0.015487984020614593 0.0042983283015255421 -0.00074022213432317976 0.0010313431534597314
leaf_weight=137.52590216696262 62.037043944001198 3192.2685512751341 697.28742204606533 6.3875757604837409 17.338839456439018 230.73564703762531 19.823186650872231
leaf_count=602 206 9602 2110 22 75 813 68
internal_value=-0.00015512 0.000132125 0.000252058 -0.0030654 -0.006017 -0.00113761 -0.00556613
internal_weight=4363.4 3971.42 3889.56 391.988 154.865 237.123 81.8602
internal_count=13498 11986 11712 1512 677 835 274
is_linear=0
shrinkage=0.0168881


Tree=505
num_leaves=8
num_cat=0
split_feature=30 133 26 148 99 1 31
split_gain=5.58542 8.152 7.99451 6.63352 6.34628 10.1487 6.76023
threshold=0.12917130144605118 1.3165000000000002 0.63828571428571446 0.25001118310045645 1.0000000180025095e-35 1475.0311887288283 0.11242977528089886
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=0.0005075897828752835 -0.0013118747122764683 -0.004180967593667052 0.01315539547651806 -0.00079438424258077521 -0.0012546750981058123 0.0068343593186502138 0.00083186783150252278
leaf_weight=683.75897116959095 70.915666863322258 224.67330121994019 14.55709847807884 620.800597012043 535.27160106599331 113.29015989601612 2565.1232575774193
leaf_count=1883 203 632 41 1715 1497 319 7208
internal_value=0.000258788 -0.000579033 0.000771285 -0.00169435 0.000652579 0.00369809 0.000471626
internal_weight=4828.39 1543.79 698.316 845.474 3284.6 184.206 3100.39
internal_count=13498 4271 1924 2347 9227 522 8705
is_linear=0
shrinkage=0.0168881


Tree=506
num_leaves=8
num_cat=0
split_feature=36 85 95 127 27 39 134
split_gain=12.3193 10.1411 9.78888 5.69268 6.03446 5.47911 1.88136
threshold=3.0250000000000004 0.48588235294117649 -9.7499999999999964 0.58550000000000002 0.5495000000000001 0.27457333400349854 0.22350000000000003
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=0.0033837194982561636 -0.011298246480622512 -0.013218936270263345 0.00021273344123991407 -0.0011164833398038358 0.01044878229194356 -0.0067282900913008059 0.00087527674877176738
leaf_weight=320.09598621726036 28.472143478691578 18.001143187284473 2094.3905797153711 1109.3238828927279 4.1711282432079306 51.947030961513519 3.1742445081472388
leaf_count=916 136 66 6906 5124 19 319 12
internal_value=-0.000157774 0.00053107 0.000633131 -0.00156308 -0.00851862 -0.00136754 -0.011105
internal_weight=3629.58 2435.66 2414.49 1193.91 32.6433 1161.27 21.1754
internal_count=13498 7900 7822 5598 155 5443 78
is_linear=0
shrinkage=0.0168881


Tree=507
num_leaves=8
num_cat=0
split_feature=95 85 95 27 37 77 100
split_gain=12.4423 9.31378 8.79301 6.8792 7.42961 3.92136 1.39572
threshold=-8.2499999999999964 -0.41468085106382974 18.750000000000004 0.42050000000000004 0.25870791923777892 1.8619047619047622 0.77500000000000013
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=-0.0036511528564969324 -0.0076095724030203222 0.00017778892355095247 0.0093419812969795912 -0.0064046520577451379 -0.0010148033418940748 0.0010196622890716652 -0.014273400021004438
leaf_weight=4.4105532914400127 61.839948609471321 3859.6036579757929 30.09437683224678 100.11846372485161 268.77301242947578 19.831226870417595 17.768067449331284
leaf_count=16 206 11628 84 473 959 68 64
internal_value=-0.000152836 0.000130183 0.000248699 -0.003027 -0.0024777 -0.00551394 -0.0121622
internal_weight=4362.44 3971.37 3889.7 391.07 368.891 81.6712 22.1786
internal_count=13498 11986 11712 1512 1432 274 80
is_linear=0
shrinkage=0.0168881


Tree=508
num_leaves=8
num_cat=0
split_feature=30 137 133 134 134 99 30
split_gain=5.45866 9.33844 7.96922 8.74126 8.18778 6.62559 4.73257
threshold=0.12917130144605118 2.8500000000000001 1.3165000000000002 0.30550000000000005 0.30550000000000005 1.0000000180025095e-35 0.23004424778761065
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=0.0014338901931567976 0.010656479617284966 0.0036517489087162505 -0.0023107609008664585 0.0029721544946816592 -0.0042131624335304541 0.00034862743033817634 -0.0031886902537046637
leaf_weight=615.26979513466358 38.391354739665985 183.61041270196438 743.68711014091969 101.51924332976341 83.121103316545486 3054.4391274601221 8.6198338866233808
leaf_count=1695 107 520 2065 282 229 8576 24
internal_value=0.000255204 0.000644438 -0.000573143 -0.00167619 0.000761753 0.000535936 0.00811735
internal_weight=4828.66 3285.06 1543.6 845.206 698.391 3238.05 47.0112
internal_count=13498 9227 4271 2347 1924 9096 131
is_linear=0
shrinkage=0.0168881


Tree=509
num_leaves=8
num_cat=0
split_feature=36 85 95 127 27 85 47
split_gain=12.0333 9.95377 9.47423 5.62058 6.69629 5.56958 2.16141
threshold=3.0250000000000004 0.48588235294117649 -9.7499999999999964 0.89450000000000018 0.5495000000000001 -0.35223443223443218 1.2650000000000003
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=0.0033302701624559859 -0.0064750735569783701 -0.0016015210971280912 0.00021173176055809295 0.006173422762269367 0.0030326394460809063 -0.001329259226060957 -0.014143116320842324
leaf_weight=320.34815806150436 114.46074179559946 5.2141979634761837 2094.4238785654306 29.018857955932617 25.905907765030861 1023.1939378529787 15.836669936776159
leaf_count=916 541 21 6906 110 117 4830 57
internal_value=-0.000155862 0.000524646 0.000625453 -0.00154581 -0.00472016 -0.00112232 -0.0110378
internal_weight=3628.4 2435.82 2414.77 1192.58 140.367 1052.21 21.0509
internal_count=13498 7900 7822 5598 658 4940 78
is_linear=0
shrinkage=0.0168881


Tree=510
num_leaves=8
num_cat=0
split_feature=34 35 138 56 142 41 8
split_gain=11.1148 8.63756 6.59264 6.16893 5.1073 4.91133 3.22849
threshold=3.2950000000000004 6.3450000000000006 11.500000000000002 1.425 -1.1379999999999997 2.6550000000000007 1.8619047619047622
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=-0.00021572825255176113 -0.011980323205662616 0.01682055314064065 0.0023824852128977348 0.0047632274205803918 -0.0030919249267863658 0.0040665770610366437 0.0051778581005984953
leaf_weight=3662.4724672585726 29.101306185126305 9.9021096527576429 301.45633453130722 25.933358013629913 262.94203574955463 66.156460523605347 3.5020404160022727
leaf_count=11013 137 28 899 110 1101 195 15
internal_value=-0.000150453 9.00339e-05 -1.81281e-05 -0.0031727 -0.00238665 0.00572739 -0.0101365
internal_weight=4361.47 4039.99 3963.93 321.479 288.875 76.0586 32.6033
internal_count=13498 12135 11912 1363 1211 223 152
is_linear=0
shrinkage=0.0168881


Tree=511
num_leaves=8
num_cat=0
split_feature=30 137 99 28 147 48 30
split_gain=5.33333 9.11773 6.46377 6.32744 6.93291 6.65254 4.61495
threshold=0.12917130144605118 2.8500000000000001 1.0000000180025095e-35 6.1055555555555561 0.50251415814105915 2.0450000000000004 0.23004424778761065
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=-0.00054588737033734239 0.010517709380277188 0.0036053069024495148 0.00034396663683629471 0.011075498565346682 -0.0076675786388530794 -0.0047612005171224136 -0.0031554323974471122
leaf_weight=1467.0211851894855 38.462318152189255 183.75242277979851 3054.6437273025513 25.603568971157074 40.051268965005875 10.735343635082243 8.6145379841327649
leaf_count=4055 107 520 8576 71 113 32 24
internal_value=0.00025162 0.000636304 0.000529029 -0.000567244 -0.000735168 0.0063963 0.00801515
internal_weight=4828.88 3285.47 3238.4 1543.41 1507.07 36.3389 47.0769
internal_count=13498 9227 9096 4271 4168 103 131
is_linear=0
shrinkage=0.0168881


Tree=512
num_leaves=8
num_cat=0
split_feature=36 95 121 17 28 110 95
split_gain=11.744 9.4678 7.05115 5.9048 6.14795 5.40811 5.23491
threshold=3.0250000000000004 -9.7499999999999964 2.5280000000000005 1.0000000180025095e-35 7.8875000000000011 1.2500000000000002 7.4999999999999991
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=0.012996816463887059 0.00011771788021208991 -5.7597723059676719e-05 0.0059007367354389027 -0.0033989217341546009 0.016364164512283508 0.0027241565944980404 -0.0030840239042571735
leaf_weight=15.348222374916075 590.83499957621098 2055.2543244212866 58.251790091395378 402.5502860173583 4.5393586903810492 307.17070326209068 193.29013179987669
leaf_count=44 2653 6807 171 1884 25 878 1036
internal_value=-0.000154063 0.000517909 0.000106613 -0.00152826 -0.00317848 0.0032131 -0.000671494
internal_weight=3627.24 2436.03 2113.51 1191.21 407.09 322.519 784.125
internal_count=13498 7900 6978 5598 1909 922 3689
is_linear=0
shrinkage=0.0168881


Tree=513
num_leaves=8
num_cat=0
split_feature=85 95 143 131 84 54 36
split_gain=12.4494 8.53618 6.9946 6.2987 1.86854 2.96854 0.0835315
threshold=-0.7533333333333333 18.750000000000004 1.6585000000000003 1.3165000000000002 0.013933823529411752 1.2950000000000002 3.3450000000000002
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=-0.011291515145624308 0.00016475268975093562 0.0038576659986228152 -0.0035956141839178514 0.020070299161982354 -0.014901442679991973 0.005471570942370294 -0.017904019617177899
leaf_weight=12.366735011339193 4147.1927809864283 22.831715106964111 146.04822883009911 9.7576203942298871 8.7364705353975278 3.9811524748802176 3.9816435575485221
leaf_count=44 12765 64 507 27 33 14 12
internal_value=2.81718e-05 0.000102194 3.6826e-05 0.00871278 -0.0109874 -0.00720773 -0.0158437
internal_weight=4354.9 4325.83 4293.24 32.5893 29.066 16.3479 12.7181
internal_count=13466 13363 13272 91 103 58 45
is_linear=0
shrinkage=0.0168881


Tree=514
num_leaves=8
num_cat=0
split_feature=144 98 46 42 99 29 97
split_gain=5.20308 5.9995 6.12476 5.21941 4.20884 7.49968 5.4738
threshold=-0.0058499999999999984 0.71008403361344552 4.9850000000000012 1.9350000000000003 0.67424242424242431 8.0500000000000025 1.5000000000000002
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=-0.0013659622706090376 0.0027181640371004047 -0.002116713306073706 0.011597109912809111 0.0085078725194884311 -0.00058148234560216692 -0.014592714693185514 8.5652495524790633e-05
leaf_weight=92.085824221372604 252.51204404234886 16.706393241882324 11.717855542898176 62.545546323060989 2281.6759479641914 10.947883009910582 2088.6900542229414
leaf_count=259 711 48 35 175 6376 32 5830
internal_value=-2.3738e-05 0.00276885 9.71583e-05 0.00626789 -0.000134062 -0.000648402 0.000369595
internal_weight=4816.88 183.056 103.804 79.2519 4633.83 2292.62 2341.2
internal_count=13466 517 294 223 12949 6408 6541
is_linear=0
shrinkage=0.0168881


Tree=515
num_leaves=8
num_cat=0
split_feature=85 36 27 85 143 10 91
split_gain=10.4581 8.8761 7.78586 6.25418 6.20225 4.98427 4.83744
threshold=-0.65214285714285702 6.0450000000000008 0.43154761904761901 0.47230769230769221 -0.26449999999999996 0.92261904761904778 0.097916666666666666
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=0.013213777354020542 0.00017618001323451151 0.0029876927148871986 -0.0054690003833867172 -0.0069285523082068222 0.018062881668825432 -0.010381143635428738 0.0027853590442899106
leaf_weight=3.9962429851293546 3351.1498113125563 39.355681672692299 147.0814143717289 35.714052125811577 18.366348281502727 7.0703578889369965 8.7226816117763502
leaf_count=13 12005 243 945 153 57 22 28
internal_value=-2.30315e-06 -9.62204e-05 -0.00368371 0.000101254 0.00879241 -0.0018585 0.0131445
internal_weight=3611.46 3573.3 186.437 3386.86 38.1556 11.0666 27.089
internal_count=13466 13346 1188 12158 120 35 85
is_linear=0
shrinkage=0.0168881


Tree=516
num_leaves=8
num_cat=0
split_feature=95 77 35 121 11 29 37
split_gain=7.34787 6.05248 6.49462 3.19101 5.04012 2.8622 2.11683
threshold=18.750000000000004 3.433333333333334 6.5250000000000012 1.2360000000000002 1.5166666666666668 4.8944444444444457 0.55353051809124065
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=-7.1376126174885633e-05 0.0096891663568099834 -0.011919244409147475 0.0050496737125655692 0.021069770485333116 -0.0091049090147241364 0.001048767012777632 0.008359241650947322
leaf_weight=4224.9134540706873 11.521097898483278 17.872933864593509 71.832352697849274 6.3056770265102378 6.2911348044872275 6.659444421529769 9.1993465125560743
leaf_count=13061 32 65 223 18 18 24 25
internal_value=2.73878e-05 -3.35208e-05 1.42314e-05 0.00792797 0.00304984 -0.00839803 0.0135303
internal_weight=4354.6 4321.28 4296.75 33.3173 17.8122 24.5324 15.505
internal_count=13466 13373 13284 93 50 89 43
is_linear=0
shrinkage=0.0168881


Tree=517
num_leaves=7
num_cat=0
split_feature=135 147 131 143 40 141
split_gain=6.56388 6.15177 6.23765 4.6881 6.08564 6.02063
threshold=-0.69449999999999978 0.50912534435261725 1.5635000000000001 -0.95949999999999991 2.5150000000000001 0.43600000000000005
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=0.0045396105224852958 0.00022195049855949377 -0.015496231865175975 -0.0021423180235419681 -0.0008789944430022509 0.0041329456390517671 0.00047845400359116573
leaf_weight=184.58449858427048 435.7609041929245 5.1862884163856497 50.809231579303741 2502.1654952466488 153.43376094102859 1484.8733616471291
leaf_count=517 1247 15 145 6955 420 4167
internal_value=-2.26964e-05 0.00269628 0.00309723 -0.000165643 0.00124047 -0.00037344
internal_weight=4816.81 240.58 235.394 4576.23 589.195 3987.04
internal_count=13466 677 662 12789 1667 11122
is_linear=0
shrinkage=0.0168881


Tree=518
num_leaves=7
num_cat=0
split_feature=85 137 42 95 27 42
split_gain=10.0997 10.4821 8.51365 6.72627 5.72021 4.60859
threshold=-0.65214285714285702 17.050000000000004 5.7150000000000007 -15.749999999999996 0.44133928571428577 2.7150000000000003
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1
right_child=2 -3 4 -5 -6 -7
leaf_value=0.017302129500336869 0.005358167203248004 -0.017119650915343183 0.0013973386079926267 -3.6843480434874962e-06 -0.0051799280536859024 0.0048591993660173412
leaf_weight=18.713895082473755 68.101981908082962 4.0349400639533988 50.66593586653471 3306.6098212301731 147.44655418395996 15.551470980048178
leaf_count=54 188 13 307 11916 935 53
internal_value=-2.74547e-06 0.00862344 -9.52247e-05 0.000104511 -0.00349771 0.0116556
internal_weight=3611.12 38.3003 3572.82 3374.71 198.112 34.2654
internal_count=13466 120 13346 12104 1242 107
is_linear=0
shrinkage=0.0168881


Tree=519
num_leaves=7
num_cat=0
split_feature=95 131 141 77 18 50
split_gain=7.17894 6.81465 6.73881 5.98082 3.80029 0.467821
threshold=18.750000000000004 1.3165000000000002 3.3665000000000007 3.433333333333334 4.5000000000000009 1.4550000000000003
decision_type=2 2 2 2 2 2
left_child=2 4 3 -1 -2 -3
right_child=1 5 -4 -5 -6 -7
leaf_value=3.9326746134807885e-05 -0.001129462451728356 0.023001766828757861 -0.017429263070417068 -0.0083386555748494878 0.014260948623435925 0.015510379346771835
leaf_weight=4290.0881548076868 17.357178986072544 5.471861392259596 6.3418592512607566 24.440426006913185 6.2128532826900473 4.2631442546844482
leaf_count=13266 48 15 18 89 18 12
internal_value=2.64963e-05 0.00783717 -3.37027e-05 -8.12662e-06 0.00292638 0.0197241
internal_weight=4354.18 33.305 4320.87 4314.53 23.57 9.73501
internal_count=13466 93 13373 13355 66 27
is_linear=0
shrinkage=0.0168881


Tree=520
num_leaves=8
num_cat=0
split_feature=3 144 3 46 18 120 36
split_gain=6.76791 6.84817 5.94172 5.64728 7.83989 5.52466 5.33796
threshold=1387.7984019369048 -0.0058499999999999984 1681.3486555074944 2.1250000000000004 3.5000000000000004 1.3165000000000002 2.5550000000000002
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=-0.0037115122839428108 0.0030024370813871502 0.00069209330918527153 0.023594137315743179 -0.0018308259862985289 0.0085750271627962841 -0.00053013741545227271 -0.014026174827665872
leaf_weight=60.536890357732773 165.27186971902847 1969.5754225850105 4.0958510637283316 305.29440414905548 22.147190600633621 2270.9780004024506 18.743987172842026
leaf_count=172 466 5436 12 847 61 6420 52
internal_value=-2.17026e-05 0.000170544 0.00350059 -0.00210621 -0.00112692 3.75364e-05 -0.0061505
internal_weight=4816.64 4409.92 169.368 406.722 327.442 4240.55 79.2809
internal_count=13466 12334 478 1132 908 11856 224
is_linear=0
shrinkage=0.0168881


Tree=521
num_leaves=7
num_cat=0
split_feature=85 137 85 95 122 98
split_gain=9.85296 10.2423 7.62471 6.31486 4.08444 3.04731
threshold=-0.65214285714285702 17.050000000000004 0.47230769230769221 -15.749999999999996 1.8480000000000003 0.90454545454545465
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 -1 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.0080096270874766978 0.0051107110276411129 -0.017028861135956554 -0.0093780612286390036 -0.00010940797612499628 0.021237029766412372 0.0027043865907038964
leaf_weight=25.329933017492294 67.380388975143433 4.0102673321962348 34.368335738778114 3463.3407467231154 9.0381824523210508 7.1971555873751631
leaf_count=79 186 13 162 12962 28 36
internal_value=-2.99424e-06 0.00850839 -9.44425e-05 -9.77979e-06 0.011489 -0.00728537
internal_weight=3610.67 38.3784 3572.29 3530.72 34.3681 41.5655
internal_count=13466 120 13346 13148 107 198
is_linear=0
shrinkage=0.0168881


Tree=522
num_leaves=8
num_cat=0
split_feature=95 130 8 99 104 6 42
split_gain=7.56424 7.40738 6.67301 6.03988 2.76951 4.32393 2.05948
threshold=20.250000000000004 1.8450000000000002 3.0333333333333337 0.69397993311036799 0.78650000000000009 1495.3089641233739 5.1350000000000007
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=-0.0004706760309194506 0.013611880915771079 8.7099134792851618e-05 0.0094365583757631717 0.0023146178471811778 0.023842812483981971 -0.0069642752247059169 0.0087472096533694685
leaf_weight=2921.9196967929602 6.4923571944236773 774.09476763010025 19.519235491752625 629.53860205411911 5.2102128565311414 5.2810913324356079 5.1158982515335083
leaf_count=9267 18 2312 57 1821 14 15 15
internal_value=0.000126887 7.67555e-05 -0.000404923 0.00108617 0.00998217 0.00438022 0.0163667
internal_weight=4367.17 4345.07 2941.44 1403.63 22.0996 11.7734 10.3261
internal_count=13519 13457 9324 4133 62 33 29
is_linear=0
shrinkage=0.0168881


Tree=523
num_leaves=6
num_cat=0
split_feature=91 120 51 28 125
split_gain=7.93928 5.74545 8.16306 5.63057 3.72037
threshold=0.46333333333333332 1.9500000000000002 1.3450000000000004 6.6125000000000007 0.77500000000000013
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -2
right_child=4 2 -4 -5 -6
leaf_value=4.5473770814448928e-05 0.0029539007356041824 -0.0012355853657300261 -0.013745462200843645 0.00713417347508607 0.023559529439021072
leaf_weight=4011.6376667618752 4.3699446022510511 768.86909855902195 15.170621782541273 32.214799672365189 5.8465585708618164
leaf_count=11136 12 2222 41 92 16
internal_value=-0.000123096 -0.000154572 -0.00147768 0.000101951 0.0147485
internal_weight=4838.11 4827.89 784.04 4043.85 10.2165
internal_count=13519 13491 2263 11228 28
is_linear=0
shrinkage=0.0168881


Tree=524
num_leaves=8
num_cat=0
split_feature=85 96 144 85 98 91 89
split_gain=11.1299 7.75612 8.66221 6.8849 2.85056 6.22013 1.71905
threshold=0.47230769230769221 2.5000000000000004 0.027800000000000002 -0.19888888888888887 0.90454545454545465 -0.077916666666666634 0.17000000000000001
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=0.00095732887144688711 -0.013957551336241015 0.0023908848450728951 0.014562533466758102 -0.0008294174830194796 0.018753046905377737 -0.013822632907868346 -0.0062471236463546532
leaf_weight=1395.8375780209899 19.873798742890358 209.47043838351965 13.475888095796106 1971.158390365541 3.1165933012962341 3.6053059548139563 14.12357299774885
leaf_count=4902 97 752 45 7627 16 17 63
internal_value=1.14003e-05 0.000110992 0.00108744 -0.000520065 -0.00876824 0.00127749 -0.0107552
internal_weight=3630.66 3589.94 1409.31 2180.63 40.7193 6.7219 33.9974
internal_count=13519 13326 4947 8379 193 33 160
is_linear=0
shrinkage=0.0168881


Tree=525
num_leaves=7
num_cat=0
split_feature=85 85 142 6 91 86
split_gain=9.58894 7.1916 8.18778 7.10979 5.52308 5.23247
threshold=0.23842293906810033 -0.14401433691756271 -2.1259999999999999 1535.6663433178358 -0.67708333333333315 3.0987804878048784
decision_type=2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2
right_child=3 2 -4 -5 -6 -7
leaf_value=0.0096787247448530071 0.0025615412291107517 -0.0070072193415728137 0.00030103533229118595 -0.015104286585152121 -0.0021983520483450534 0.0087592465918580695
leaf_weight=11.42259459197521 139.67112408578396 44.257073476910591 3615.4722976833582 5.5472198128700247 496.75523640215397 53.833791837096214
leaf_count=35 409 149 11162 18 1593 153
internal_value=0.000124184 -4.87526e-05 0.00021265 0.00374539 -0.00193133 0.0042859
internal_weight=4366.96 4167.91 3659.73 199.052 508.178 193.505
internal_count=13519 12939 11311 580 1628 562
is_linear=0
shrinkage=0.0168881


Tree=526
num_leaves=6
num_cat=0
split_feature=91 86 134 35 86
split_gain=7.75566 7.5038 9.2553 5.57125 3.42409
threshold=0.46333333333333332 3.0618622448979598 -0.23849999999999996 8.7500000000000018 2.7470930232558142
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -2
right_child=4 2 -4 -5 -6
leaf_value=0.00010328592534620829 0.0041322386406579805 0.0019533607338612035 -0.0035594841174974999 -0.0096626525831101703 0.023716361672844483
leaf_weight=4345.5159875750542 4.7848885059356672 115.54906606674194 349.72646269202232 16.724364995956421 5.4509565830230713
leaf_count=12065 13 336 1027 63 15
internal_value=-0.000120465 -0.000151607 -0.00219034 6.58382e-05 0.0145642
internal_weight=4837.75 4827.52 465.276 4362.24 10.2358
internal_count=13519 13491 1363 12128 28
is_linear=0
shrinkage=0.0168881


Tree=527
num_leaves=7
num_cat=0
split_feature=85 96 34 85 90 78
split_gain=10.9354 7.58594 8.25426 6.73034 3.1035 2.70629
threshold=0.47230769230769221 2.5000000000000004 8.4650000000000016 -0.19888888888888887 0.30166666666666669 2.4083333333333337
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=0.00089214919557314379 -0.011309908642246199 0.0023617007692889875 0.010210607493141979 -0.00082083599609717838 0.007012095435959988 0.0071088435945354123
leaf_weight=1382.2337443828583 34.778500780463219 209.68541185557842 27.654341846704483 1970.3550365418196 3.286030299961566 2.4326275736093512
leaf_count=4871 163 752 76 7627 18 12
internal_value=1.11415e-05 0.000109593 0.00107495 -0.000514715 -0.00871555 -0.0101051
internal_weight=3630.43 3589.93 1409.89 2180.04 40.4972 37.2111
internal_count=13519 13326 4947 8379 193 175
is_linear=0
shrinkage=0.0168881


Tree=528
num_leaves=8
num_cat=0
split_feature=85 9 85 8 120 125 0
split_gain=9.30282 7.09887 6.74087 5.40418 6.42149 5.77108 2.83718
threshold=0.23842293906810033 3.433333333333334 -0.14401433691756271 0.62142857142857155 0.7320000000000001 0.90000000000000013 1442.4236842811745
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=-0.0018269435587038683 -0.0039394567129949157 -0.012451253429571174 0.00025560806009021671 -0.017465443515782161 0.0032946805179892829 0.017776722200796503 0.0032367142313365674
leaf_weight=504.74703927338123 4.650564685463908 18.071313560009006 3640.7829600721598 4.3539932966232291 176.17724289000034 13.966981410980223 4.0161590278148642
leaf_count=1617 14 69 11240 14 510 42 13
internal_value=0.000121555 -4.88337e-05 2.03695e-06 0.00368742 0.00279384 0.0123508 -0.0095976
internal_weight=4366.77 4167.62 4145.53 199.149 180.531 18.6175 22.0875
internal_count=13519 12939 12857 580 524 56 82
is_linear=0
shrinkage=0.0168881


Tree=529
num_leaves=8
num_cat=0
split_feature=106 119 126 122 29 136 6
split_gain=8.9374 6.3694 6.56054 6.1621 9.81358 6.48518 5.48957
threshold=0.59050000000000014 1.2250000000000003 0.81650000000000011 1.9750000000000003 5.4722222222222232 7.0500000000000007 1454.5070220300522
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=0.00048696716666739076 0.021066458668359836 -0.0034064423699458504 3.316750794763193e-05 -0.001985001139333753 -0.010993277731536409 -0.0017835111672781614 0.001106936300462609
leaf_weight=672.11265236139297 3.9396786689758292 178.31400913000107 1398.875679731369 172.55824153125286 43.110958576202393 769.65510596334934 1598.7254698425531
leaf_count=1866 12 496 3925 504 124 2141 4451
internal_value=-0.000117868 0.000406211 -0.000355693 -0.00112335 -0.00378582 -0.000725059 0.00115602
internal_weight=4837.29 3179.85 1577.19 1657.44 215.669 1441.77 1602.67
internal_count=13519 8884 4421 4635 628 4007 4463
is_linear=0
shrinkage=0.0168881


Tree=530
num_leaves=8
num_cat=0
split_feature=85 95 85 134 105 27 35
split_gain=10.7031 8.06226 8.66894 6.97826 3.84252 4.84225 0.427032
threshold=0.47230769230769221 -9.7499999999999964 -0.19888888888888887 0.080500000000000002 0.39350000000000007 0.53118055555555566 4.745000000000001
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=0.0005968151303706277 -0.0071898306953589895 0.0024941700363773247 -0.00044373248728042403 0.0054574873472616418 -0.014305925339467855 0.01478294915323429 -0.0058612215278790094
leaf_weight=210.91605938971043 15.379609644412996 317.59882370382547 2921.0281601548195 140.27433940768242 19.458394736051563 3.5133750811219207 1.8838954046368588
leaf_count=613 76 1124 11182 407 87 17 13
internal_value=1.08365e-05 0.000107928 -0.000155617 0.00253836 -0.00865103 -0.0031023 -0.0135617
internal_weight=3630.05 3589.82 3238.63 351.19 40.2353 18.893 21.3423
internal_count=13519 13326 12306 1020 193 93 100
is_linear=0
shrinkage=0.0168881


Tree=531
num_leaves=8
num_cat=0
split_feature=42 85 99 85 125 90 38
split_gain=11.3471 9.28366 8.91604 8.66277 7.25658 3.92166 3.63701
threshold=5.995000000000001 -0.3841025641025641 0.84412955465587058 0.91500000000000015 3.1000000000000005 -0.27208333333333318 0.20503811672070388
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=0.0080882562847929551 0.0016030194916267255 -0.00014714963370064056 0.020071032836328714 0.010862127336533599 -0.019575419102812002 0.0062004416056295839 -0.0063149363635074647
leaf_weight=5.301427260041236 276.84661614894867 3839.0016510635614 6.178980439901351 20.49318540096283 4.6921588182449332 98.779150635004044 87.558792367577553
leaf_count=19 758 11981 17 57 13 273 308
internal_value=5.44164e-05 -0.000215651 0.00281621 -8.86855e-05 0.00124995 0.00701729 -0.00549237
internal_weight=4338.85 3952.36 386.497 3859.49 281.539 104.958 92.8602
internal_count=13426 12365 1061 12038 771 290 327
is_linear=0
shrinkage=0.0168881


Tree=532
num_leaves=7
num_cat=0
split_feature=50 10 106 34 96 30
split_gain=6.87477 6.71346 6.35699 4.89819 2.75251 2.32823
threshold=1.925 4.3000000000000007 0.59050000000000014 2.2750000000000004 7.5000000000000009 0.32672684458398743
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=-0.0007796934250486222 -0.01394675570386247 0.026510376003342617 0.00051830369404136151 0.0014690054323553503 0.0035570003802177547 -0.0015711346853206183
leaf_weight=1642.1010069847107 16.982125207781799 4.7306783199310285 3122.3265718072653 4.2148688435554504 4.5798760950565329 5.8283785283565512
leaf_count=4588 63 13 8714 12 17 19
internal_value=4.99657e-05 9.83817e-05 7.09326e-05 0.0147147 -0.00838663 -0.0107857
internal_weight=4800.76 4773.37 4764.43 8.94555 27.3904 22.8105
internal_count=13426 13327 13302 25 99 82
is_linear=0
shrinkage=0.0168881


Tree=533
num_leaves=7
num_cat=0
split_feature=95 130 113 34 103 126
split_gain=12.935 7.91356 7.32564 7.24712 6.79572 6.51818
threshold=-7.4999999999999973 0.22500000000000003 0.59050000000000014 1.3650000000000004 2.5020000000000002 0.89450000000000018
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -4
right_child=2 4 5 -5 -6 -7
leaf_value=0.021631018798608796 -0.0019249193529450167 0.0015577829594748498 0.0045449690151365086 0.00027341819446569538 0.012323591111696725 -0.002978819301861215
leaf_weight=5.8167078197002402 552.93589099496603 628.7836028188467 35.295196413993835 1888.3417840451002 17.180187165737152 471.839962631464
leaf_count=17 2647 1884 144 6956 48 1730
internal_value=-0.000132216 0.00202078 -0.00060817 -0.000224483 0.00184415 -0.00245513
internal_weight=3600.19 651.78 2948.41 2441.28 645.964 507.135
internal_count=13426 1949 11477 9603 1932 1874
is_linear=0
shrinkage=0.0168881


Tree=534
num_leaves=8
num_cat=0
split_feature=85 42 85 116 98 145 150
split_gain=11.075 11.1536 8.45633 6.30655 2.96744 9.22221 2.89299
threshold=-0.3841025641025641 5.995000000000001 0.91500000000000015 -0.58349999999999991 0.48684210526315791 0.19225000000000003 0.62017637310606066
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=0.017751614867416533 -0.00014563490846799648 0.01113891752937469 0.010724744568211103 0.0023680611595778773 -0.0079631679681225476 -0.0079967896545408094 0.002329948570598052
leaf_weight=6.0122985392808941 3838.6779591888189 25.035412639379501 20.519474372267723 354.30770847201347 73.198045209050179 11.662532955408095 8.7109919935464841
leaf_count=22 11981 68 57 974 250 44 30
internal_value=5.29755e-05 0.000183776 -8.78298e-05 0.00294698 -0.00551395 0.000760562 -0.0068682
internal_weight=4338.12 4238.54 3859.2 379.343 99.5839 17.6748 81.909
internal_count=13426 13080 12038 1042 346 66 280
is_linear=0
shrinkage=0.0168881


Tree=535
num_leaves=7
num_cat=0
split_feature=50 10 27 34 135 96
split_gain=6.73386 6.54943 5.40968 4.76531 3.22094 3.83783
threshold=1.925 4.3000000000000007 0.68211111111111122 2.2750000000000004 -0.47099999999999992 7.5000000000000009
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=0.00011125345193553056 0.0056724539544923975 0.026124672017708982 -0.0079007288248485307 0.0014479040498724352 -0.013458224240133366 0.0065155837153269775
leaf_weight=4740.1609343588352 4.0004595369100597 4.7471613585948926 24.157851159572601 4.2164727449417114 20.077642530202869 3.1759914308786383
leaf_count=13231 14 13 71 12 73 12
internal_value=4.99626e-05 9.77623e-05 7.06225e-05 0.0145199 -0.00832069 -0.0107291
internal_weight=4800.54 4773.28 4764.32 8.96363 27.2541 23.2536
internal_count=13426 13327 13302 25 99 85
is_linear=0
shrinkage=0.0168881


Tree=536
num_leaves=7
num_cat=0
split_feature=42 34 141 133 10 55
split_gain=9.31701 7.26833 6.52768 5.39354 5.09005 4.12285
threshold=4.8150000000000004 7.1700000000000008 3.2335000000000007 2.8660000000000005 4.3000000000000007 1.9950000000000003
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=9.5715781535604842e-05 -0.0029749600711339833 0.0078563965810327652 0.027216907308350424 0.010555281435609567 -0.014217619493195872 -0.0038463995117907906
leaf_weight=3122.7886480689049 396.91739407926798 51.576947033405304 2.0920958667993537 8.5836217552423459 7.1019156575202933 10.297327816486357
leaf_count=10961 2209 141 12 52 23 28
internal_value=-0.000130492 0.000176549 -0.00253491 -0.00268849 6.3229e-05 0.00590837
internal_weight=3599.36 3191.76 407.593 405.501 3129.89 61.8743
internal_count=13426 11153 2273 2261 10984 169
is_linear=0
shrinkage=0.0168881


Tree=537
num_leaves=8
num_cat=0
split_feature=85 97 7 113 141 47 1
split_gain=10.8522 9.30582 10.0294 8.73291 3.27824 5.58337 4.60709
threshold=-0.3841025641025641 2.5000000000000004 -0.63525226362457932 0.28650000000000003 1.0000000180025095e-35 1.635 1413.5705997916423
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=0.0034143167905343634 -0.00051161412335995579 -0.0023723072394898842 0.0021867298677265153 4.9381916251593762e-05 0.010491769351154305 -0.0095922107183514134 -0.009147064010992096
leaf_weight=23.994123756885529 632.97148324549198 536.87852385640144 1035.6396042704582 2032.5777119845152 3.6252712607383719 15.48858831822872 56.236144468188286
leaf_count=83 2010 1654 2963 6453 11 57 195
internal_value=5.17651e-05 0.000181105 0.00116312 -0.000456612 -0.00546566 -0.00168739 -0.00795727
internal_weight=4337.41 4238.07 1668.61 2569.46 99.3441 39.4827 59.8614
internal_count=13426 13080 4973 8107 346 140 206
is_linear=0
shrinkage=0.0168881


Tree=538
num_leaves=6
num_cat=0
split_feature=10 106 123 95 36
split_gain=6.36138 6.38727 9.5933 6.43832 3.83846
threshold=4.3000000000000007 0.59050000000000014 0.93950000000000011 -17.249999999999993 2.1450000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -2
right_child=4 3 -4 -5 -6
leaf_value=-0.0039038340067647898 0.0034249879559023378 -0.0067377987855845372 -0.00028851769093301118 0.00055118274314115711 0.025509611357453461
leaf_weight=246.0224419683218 4.5859692990779859 34.950528368353844 1403.864703759551 3106.4371171444654 4.4018808007240295
leaf_count=690 13 105 3930 8676 12
internal_value=4.98371e-05 2.32043e-05 -0.00082763 0.000470079 0.0142442
internal_weight=4800.26 4791.27 1649.89 3141.39 8.98785
internal_count=13426 13401 4620 8781 25
is_linear=0
shrinkage=0.0168881


Tree=539
num_leaves=8
num_cat=0
split_feature=42 34 13 133 133 10 41
split_gain=9.07686 7.10017 6.35972 5.1391 5.46192 4.95312 4.12445
threshold=4.8150000000000004 7.1700000000000008 0.22500000000000003 2.8660000000000005 2.3540000000000005 4.3000000000000007 2.7950000000000004
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=9.3809576391830013e-05 -0.0022996642915620144 -0.0005761800217372507 0.01041254228975896 0.016341096270342879 -0.010852005970198487 -0.014090768512128878 -0.012445062049288826
leaf_weight=3122.9880307167768 375.44201183319092 25.714990526437759 36.107493877410889 6.8528630286455137 22.580768011510372 7.0367500334978095 1.7893160507082937
leaf_count=10961 2090 70 99 38 131 23 14
internal_value=-0.000128882 0.000173862 0.00584141 -0.00250513 -0.00278493 6.19117e-05 0.0103781
internal_weight=3598.51 3191.85 61.8225 406.665 398.023 3130.02 8.64218
internal_count=13426 11153 169 2273 2221 10984 52
is_linear=0
shrinkage=0.0168881


Tree=540
num_leaves=8
num_cat=0
split_feature=97 138 4 31 137 124 56
split_gain=7.54732 8.84734 7.94834 7.31339 6.55405 5.92397 4.51248
threshold=2.5000000000000004 11.500000000000002 1746.6421833526485 0.07454747538901231 27.950000000000003 2.4500000000000006 1.8550000000000002
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=0.00034958886024422667 -0.0089152275133003809 0.0038339056427223535 0.022004517914860015 -0.00075722985086388998 0.018030222778875744 0.0022590621108391747 0.0011271036209457889
leaf_weight=1572.4852831214666 47.941795274615288 129.87018311023712 4.8489437699317923 2362.8379444777966 9.9897180795669538 201.54523360729218 17.385422945022583
leaf_count=4708 150 384 15 7461 30 674 52
internal_value=-9.36631e-05 0.000777159 0.000416178 -0.000662317 0.0048481 -0.000520158 -0.00624231
internal_weight=4346.9 1717.19 1577.33 2629.71 139.86 2564.38 65.3272
internal_count=13474 5137 4723 8337 414 8135 202
is_linear=0
shrinkage=0.0168881


Tree=541
num_leaves=5
num_cat=0
split_feature=91 86 134 144
split_gain=5.6712 5.65025 6.97547 5.97637
threshold=0.48916666666666669 3.0919661733615227 -0.23099999999999998 -0.0065499999999999994
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.0038496383342292756 0.017333937762066116 0.0020147880577629173 -0.0029507934585546879 0.00017027071014389191
leaf_weight=129.75780762732029 5.4497002363204947 106.82434141635895 329.69222782552242 4245.2631197869778
leaf_count=364 15 311 974 11810
internal_value=0.000116101 9.65938e-05 -0.00173556 0.000279402
internal_weight=4816.99 4811.54 436.517 4375.02
internal_count=13474 13459 1285 12174
is_linear=0
shrinkage=0.0168881


Tree=542
num_leaves=7
num_cat=0
split_feature=95 47 30 111 100 148
split_gain=7.30133 6.01504 6.2731 5.99336 5.35944 5.207
threshold=4.3499999999999988 1.2050000000000003 0.13837970540098199 19.050000000000004 4.1000000000000005 0.2510638640346553
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=0.0012201258111092868 -0.0060027176720858777 -0.0032767206713079011 0.00025931182749411373 0.012879724034378997 0.022273377441914911 -0.00025717594298418716
leaf_weight=1124.3649943396449 105.8112134039402 212.11226224154234 439.71046479791403 5.0207607746124259 3.1767057180404654 1723.596351698041
leaf_count=3915 517 949 2012 26 13 6042
internal_value=-4.20856e-05 -0.00150982 -0.000891326 -0.00514708 0.000350513 0.000326049
internal_weight=3613.79 762.655 651.823 110.832 2851.14 2847.96
internal_count=13474 3504 2961 543 9970 9957
is_linear=0
shrinkage=0.0168881


Tree=543
num_leaves=8
num_cat=0
split_feature=93 4 45 84 97 4 104
split_gain=7.75977 8.2403 10.5191 7.99425 7.88152 7.88086 5.66627
threshold=19.050000000000004 1581.9739831962424 1.0000000180025095e-35 0.079621710526315767 2.5000000000000004 1746.6421833526485 1.8335000000000001
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=0.00013786946688128582 0.0020200579524804084 0.0034657299235407572 -0.001019586346725009 -0.01441283311570433 -0.0017393237784678885 0.021652622726346313 0.010521258684089188
leaf_weight=1379.3680328279734 541.32766798138618 345.11405843496323 811.45730182528496 7.282889872789382 1246.2396924048662 4.8727905303239814 10.843536108732222
leaf_count=4196 1537 1049 2365 21 4257 15 34
internal_value=-9.21428e-05 0.000795951 0.000196734 0.00309616 -0.000665486 0.000213627 -0.00163354
internal_weight=4346.51 1705.18 1352.78 352.397 2641.32 1384.24 1257.08
internal_count=13474 4972 3902 1070 8502 4211 4291
is_linear=0
shrinkage=0.0168881


Tree=544
num_leaves=8
num_cat=0
split_feature=27 44 86 4 135 86 141
split_gain=6.00224 6.95591 4.72699 6.14429 5.76802 2.9143 2.40895
threshold=0.67225000000000013 8.5250000000000004 3.586974789915967 1404.5571874513419 -0.69449999999999978 2.6631205673758869 0.9085000000000002
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=0.0028653538422155037 -0.017063743104482266 0.01128232581994487 0.017654042088695105 -0.0042417267854983993 0.00010769296555616445 -0.0064844564886179998 -0.0053554587820397173
leaf_weight=227.36801753938198 13.480676233768465 6.3275229632854444 3.7955479919910422 98.465396508574486 4455.0373537242413 4.5079094469547272 7.9899799823760977
leaf_count=637 39 18 11 294 12439 13 23
internal_value=0.000114163 -0.00714076 0.000163154 -0.00342876 0.000241605 0.0038885 -0.0127079
internal_weight=4816.97 32.3061 4784.67 102.261 4682.41 10.8354 21.4707
internal_count=13474 93 13381 305 13076 31 62
is_linear=0
shrinkage=0.0168881


Tree=545
num_leaves=8
num_cat=0
split_feature=95 4 124 131 39 29 100
split_gain=7.14493 5.41607 5.81461 5.37158 6.90794 5.43637 5.11415
threshold=4.3499999999999988 1704.4687685416313 2.3665000000000007 0.78900000000000015 0.1767821788411105 7.7250000000000005 4.1000000000000005
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=0.00044615040323770389 -0.0039646558985773602 -0.0012896101568564398 -0.011734292990544406 -0.0023162290603188844 0.0037199484131570696 0.022039744533853385 0.021759603856578356
leaf_weight=2769.5327831283212 48.59168303757906 58.143705353140831 20.586416840553284 604.26822581887245 106.44575080275536 2.6246748864650717 3.21446569263935
leaf_count=9706 286 188 63 2734 475 9 13
internal_value=-4.13454e-05 0.000346838 -0.00402103 -0.00149413 0.00131129 -0.00221085 0.00047087
internal_weight=3613.41 2851.48 78.7301 761.93 155.037 606.893 2772.75
internal_count=13474 9970 251 3504 761 2743 9719
is_linear=0
shrinkage=0.0168881


Tree=546
num_leaves=8
num_cat=0
split_feature=95 36 103 102 77 0 143
split_gain=9.85128 11.7395 9.92823 8.16802 6.77882 3.46505 1.26932
threshold=8.25 16.425000000000001 1.9705000000000001 0.54050000000000009 3.433333333333334 1520.9021683771953 0.063500000000000015
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=-0.0004202144683255658 0.0092679194354590554 0.016796375568793303 0.00042406037387719703 0.0016799820394070054 -0.0098549904512161036 -0.018191756324400073 0.006396709801722137
leaf_weight=3706.8211667537689 43.716741889715195 11.743056029081346 4.1155372858047476 543.55410385131836 21.847814708948135 9.2676655054092389 4.694672852754592
leaf_count=11664 124 36 12 1516 82 26 14
internal_value=-9.06974e-05 -0.000412717 0.00191707 0.00224488 -0.000475504 -0.0124654 0.0138278
internal_weight=4345.76 3745.11 600.654 587.271 3728.67 13.3832 16.4377
internal_count=13474 11796 1678 1640 11746 38 50
is_linear=0
shrinkage=0.0168881


Tree=547
num_leaves=7
num_cat=0
split_feature=27 98 95 135 123 38
split_gain=5.87792 5.56568 4.77639 4.95993 4.0865 2.46276
threshold=0.67225000000000013 0.45804195804195807 18.750000000000004 -0.69449999999999978 0.94850000000000001 0.21006479170387196
decision_type=2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -3
right_child=1 5 4 -5 -6 -7
leaf_value=0.0026139813304399706 0.0095098691276586586 0.00090061563911055583 0.00441164218542752 7.6243783249916472e-05 -0.011320669150795371 -0.012387460265618761
leaf_weight=230.8547273427248 4.894401788711547 4.8269458413124111 6.3435964733362225 4529.2425700724125 18.252001821994781 22.526288717985153
leaf_count=647 14 15 20 12657 57 64
internal_value=0.000112527 -0.00707342 0.000160963 0.000199324 -0.00726206 -0.0100417
internal_weight=4816.94 32.2476 4784.69 4760.1 24.5956 27.3532
internal_count=13474 93 13381 13304 77 79
is_linear=0
shrinkage=0.0168881


Tree=548
num_leaves=8
num_cat=0
split_feature=85 86 85 40 101 123 1
split_gain=7.28278 10.1178 7.58262 5.93701 12.0214 8.54413 2.68416
threshold=-0.034379084967320291 1.5857142857142861 -0.65214285714285702 2.7250000000000005 2.2250000000000005 2.1025000000000005 1470.8634391890628
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=0.0012262525000950992 -0.0013480655699072053 0.0089212508546146711 0.0013067267298053501 0.0011847789086501194 -0.0034722696228803003 0.0046168864465668128 -0.016380458206476652
leaf_weight=3.1551328152418128 1577.3461913838983 39.40922075510025 697.02196995913982 1026.3092128485441 186.87026162445545 71.595424339175224 11.322379261255263
leaf_count=12 6761 121 2518 3227 553 244 38
internal_value=-4.09241e-05 0.00143935 0.00171424 -0.0004293 0.000467417 -0.00108906 -0.0125417
internal_weight=3613.03 750.909 736.431 2862.12 1213.18 1648.94 14.4775
internal_count=13474 2689 2639 10785 3780 7005 50
is_linear=0
shrinkage=0.0168881


Tree=549
num_leaves=8
num_cat=0
split_feature=39 6 78 26 136 35 127
split_gain=5.39099 5.62997 6.01616 5.2153 4.58399 9.36915 4.46577
threshold=0.53029548343754718 1554.6609998506178 0.79285714285714304 0.44414285714285723 28.750000000000004 3.3650000000000007 1.2110000000000001
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=-0.0014446801735031858 -0.0052641187505679324 0.020657751716429255 0.0021369371624840642 0.00028380324582769951 0.03119714030105231 -0.0015835432787241119 0.0002669112790763536
leaf_weight=579.72870454192162 124.9644046574831 7.6852988004684475 14.337657839059828 3525.7488471418619 3.3685059845447531 9.4930214285850507 62.422978401184082
leaf_count=1864 559 25 46 10586 15 41 268
internal_value=-4.58738e-05 8.5409e-05 0.00860137 3.97205e-05 -0.00275197 0.00700041 -0.00342148
internal_weight=4327.75 4127.5 22.023 4105.48 200.249 12.8615 187.387
internal_count=13404 12521 71 12450 883 56 827
is_linear=0
shrinkage=0.0168881


Tree=550
num_leaves=8
num_cat=0
split_feature=99 64 141 89 141 27 141
split_gain=5.19516 7.74078 8.78134 6.90041 4.05487 8.94337 7.66315
threshold=0.18333333333333332 1.0000000180025095e-35 1.393 0.21000000000000005 -0.77399999999999991 0.6388194444444445 -0.32499999999999996
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=0.0028469861735436687 0.00070606553438504172 -0.0032798260718569961 0.01537445042505247 0.011835848243022527 -0.0019501530796332931 0.017826817179124616 -3.9463244947636974e-05
leaf_weight=135.45676532387733 806.23971322178841 83.267374187707901 7.8777159154415122 29.701278030872345 749.6490598320961 8.7968764901161176 2972.8041462302208
leaf_count=386 2247 230 22 85 2086 25 8323
internal_value=-5.58823e-05 0.00228334 -0.00166722 0.00446367 -0.00018802 0.000890889 -0.000424256
internal_weight=4793.79 256.303 91.1451 165.158 4537.49 815.037 3722.45
internal_count=13404 723 252 471 12681 2272 10409
is_linear=0
shrinkage=0.0168881


Tree=551
num_leaves=8
num_cat=0
split_feature=85 36 37 50 104 123 98
split_gain=11.0069 6.87987 6.18387 5.98861 5.76217 5.49693 2.69491
threshold=0.11337041156840925 4.4750000000000005 0.1645758919734113 1.3950000000000002 1.2505000000000002 0.40850000000000003 0.59545454545454557
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=0.010324744057297117 0.0010907979525045693 -0.0024446467942090327 -0.0024508273206510179 -0.009415127093715947 0.0040994067583869157 0.00063131442659925148 0.019405436510696598
leaf_weight=16.781868979334831 4.4172182679176313 342.8210658878088 238.04895161837339 41.334330528974533 43.210311494767666 2897.6455442756414 4.7680571973323822
leaf_count=59 12 1877 940 189 253 10061 13
internal_value=0.000129964 0.000406514 -0.00303295 -0.00348128 -0.00171207 0.00068714 0.0106008
internal_weight=3589.03 3300.46 288.569 279.383 386.031 2914.43 9.18528
internal_count=13404 12250 1154 1129 2130 10120 25
is_linear=0
shrinkage=0.0168881


Tree=552
num_leaves=8
num_cat=0
split_feature=85 26 31 111 30 47 111
split_gain=11.8291 7.33022 8.46411 6.89257 6.08839 8.28059 5.90244
threshold=-0.0066881374127751494 0.44527777777777783 0.71010186757215632 23.750000000000004 0.06274606299212597 2.0050000000000003 15.350000000000003
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=0.00040127622850573332 -0.00094965056858918931 0.00064900356681682481 0.0092630377941324421 -0.0091568894858866153 -0.002175071562621532 0.0226067638825681 0.0061860002326470705
leaf_weight=16.693344250321392 477.93152901530266 2851.6855100691319 32.90930150449276 31.083402991294861 885.51391837000847 6.7179594635963431 24.752350986003876
leaf_count=55 1567 8660 103 116 2795 24 84
internal_value=-4.55688e-05 0.000417571 0.000747287 -0.00145088 -0.00172896 0.00677443 -0.00194769
internal_weight=4327.29 3393.61 2884.59 509.015 933.678 23.4113 910.266
internal_count=13404 10446 8763 1683 2958 79 2879
is_linear=0
shrinkage=0.0168881


Tree=553
num_leaves=8
num_cat=0
split_feature=115 124 12 27 4 95 7
split_gain=5.35455 5.90762 5.34089 4.982 5.67241 4.90848 3.14789
threshold=1.5500000000000003 3.7750000000000004 1.0000000180025095e-35 0.47050000000000003 1568.8519664126666 8.25 -16.60301576743586
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=-0.0010352016879595063 0.001972926613464196 0.018478079019748982 0.00053582607712815194 -0.0007244346169577782 -0.0036847183528165056 -0.0055360736183222388 0.00071344580519904345
leaf_weight=780.63745559751987 204.67631560564041 7.7493927478790283 2947.3614791184664 540.03987817466259 280.52803385257721 28.254426628351212 4.4997607767581922
leaf_count=2190 567 22 8225 1514 793 80 13
internal_value=-5.42186e-05 0.000245328 0.000206849 -0.00111773 -0.0017365 0.00106198 0.0119543
internal_weight=4793.75 3740.25 3728 1053.5 820.568 232.931 12.2492
internal_count=13404 10450 10415 2954 2307 647 35
is_linear=0
shrinkage=0.0168881


Tree=554
num_leaves=8
num_cat=0
split_feature=36 110 131 34 5 141 109
split_gain=8.09045 6.38423 10.2114 5.45957 3.98716 4.87475 1.0009
threshold=7.6550000000000011 33.45000000000001 0.95000000000000007 6.8750000000000009 1514.6738060989455 -1.5344999999999998 1.0000000180025095e-35
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=0.00013226938355471494 -0.012682489908750282 0.027974454121518881 -0.0066793349456210323 0.0049744959140609942 0.025384583392092264 -0.0030179533491095528 -0.0066771715725385556
leaf_weight=3407.8401183858514 14.966772243380548 5.8991006314754468 4.1164093762636185 67.729970216751099 1.7667457088828076 69.75105020403862 16.861857309937477
leaf_count=12476 102 22 16 185 12 476 115
internal_value=0.000127371 0.000265446 0.0137294 0.000226639 -0.00452929 -0.00231588 -0.00950189
internal_weight=3588.93 3485.59 10.0155 3475.57 103.346 71.5178 31.8286
internal_count=13404 12699 38 12661 705 488 217
is_linear=0
shrinkage=0.0168881


Tree=555
num_leaves=7
num_cat=0
split_feature=95 31 4 135 92 135
split_gain=9.00741 8.73623 8.2295 7.51539 6.41621 5.84656
threshold=-7.4999999999999973 1.4173913043478261 1567.8976995979872 -0.69449999999999978 -0.2541666666666666 0.29450000000000004
decision_type=2 2 2 2 2 2
left_child=1 5 3 -2 -4 -1
right_child=2 -3 4 -5 -6 -7
leaf_value=-0.0034998424824898137 -0.0041574751671822601 0.022889001823990191 -0.0025467924856578512 -7.8538217074504082e-06 0.0021888944945502101 0.00069796412119314994
leaf_weight=360.14322963356972 130.1771993637085 3.92794345319271 91.282310307025909 2844.3038964420557 768.74132765829563 128.34048089385033
leaf_count=1375 393 14 290 8462 2379 491
internal_value=-4.49021e-05 -0.00219513 0.000231215 -0.000189469 0.00168622 -0.00239689
internal_weight=4326.92 492.412 3834.5 2974.48 860.024 488.484
internal_count=13404 1880 11524 8855 2669 1866
is_linear=0
shrinkage=0.0168881


Tree=556
num_leaves=8
num_cat=0
split_feature=135 100 89 106 49 37 95
split_gain=5.19975 6.02015 5.33017 5.75659 5.42482 5.25783 4.73046
threshold=-0.69449999999999978 0.55000000000000016 0.13000000000000003 0.59050000000000014 2.0250000000000004 0.15066687113135027 -3.75
decision_type=2 2 2 2 2 2 2
left_child=1 6 4 -4 -2 -3 -1
right_child=2 5 3 -5 -6 -7 -8
leaf_value=-0.0016156082795876227 -0.0018037155772094185 -0.011076346988119363 -0.00092471612319343268 0.001242810190218577 -0.00016748174945371911 0.0021051515658264538 0.016665018664713267
leaf_weight=5.6917914450168636 796.97070424258709 8.9946918785572034 501.8727954775095 1150.682083517313 2102.6305715441704 212.81531512737274 13.868252515792845
leaf_count=16 2301 28 1409 3217 5799 596 38
internal_value=-5.2862e-05 0.00236266 -0.000180946 0.000584528 -0.000617218 0.0015705 0.0113443
internal_weight=4793.53 241.37 4552.16 1652.55 2899.6 221.81 19.56
internal_count=13404 678 12726 4626 8100 624 54
is_linear=0
shrinkage=0.0168881


Tree=557
num_leaves=8
num_cat=0
split_feature=85 103 102 95 146 34 144
split_gain=10.7499 7.3178 6.32448 6.09127 4.46647 4.77666 1.28276
threshold=0.26550368550368558 1.6185000000000003 0.58050000000000013 -15.749999999999996 0.0072500000000000004 5.3650000000000011 0.011450000000000002
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=0.0061296829453963593 -0.0041147803679232797 0.0070070092325062025 0.0014531197773909234 -7.5062890431283591e-05 -0.013950882013913962 0.017702388994259667 -0.00082696793633444017
leaf_weight=45.806337177753448 93.33304788172245 71.560277730226517 319.99796949326992 3035.6988494321704 17.04576183855534 2.9520869255065909 2.4311268180608741
leaf_count=127 399 226 1079 11475 78 8 12
internal_value=0.00012475 0.000293504 0.0024682 1.71627e-05 -0.00493792 -0.00344557 -0.012314
internal_weight=3588.83 3473.06 391.558 3081.51 115.762 96.2851 19.4769
internal_count=13404 12907 1305 11602 497 407 90
is_linear=0
shrinkage=0.0168881


Tree=558
num_leaves=8
num_cat=0
split_feature=95 35 6 145 26 30 28
split_gain=11.1195 5.85417 5.7198 8.95484 5.46012 4.45142 4.03581
threshold=-14.249999999999996 8.4200000000000017 1511.9147203532 0.19615000000000002 0.4331666666666667 0.31622807017543858 3.7888888888888892
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=0.01206586061730516 -0.0017117439002106512 -0.0070952252316006824 -0.01154721999799279 -0.0070576802059023362 0.00021003186863123401 0.010930325121963985 0.010514069047241887
leaf_weight=10.275956749916075 474.59364598989487 4.4031926393508938 43.027373135089874 21.795312374830246 3780.3868480324745 2.6673937588930121 23.593192130327225
leaf_count=44 1570 15 202 85 11502 12 75
internal_value=-6.85808e-05 4.63261e-05 -0.0063974 -0.000929498 -4.31422e-06 -0.0102345 0.00774362
internal_weight=4360.74 4282.98 77.766 32.0713 4254.98 45.6948 27.9964
internal_count=13505 13162 343 129 13072 214 90
is_linear=0
shrinkage=0.0168881


Tree=559
num_leaves=8
num_cat=0
split_feature=128 142 6 142 6 1 24
split_gain=6.68086 5.7706 12.7909 5.52281 4.81182 7.45764 4.04204
threshold=1.0000000180025095e-35 -0.59749999999999981 1524.7681406435256 -0.33899999999999991 1471.0488572527588 1333.9586086090703 0.77500000000000013
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=0.00081558261706880352 0.0013800989359174292 -0.0023016875891315996 0.014173099777618246 0.00031166951393380566 -0.0015131797008649218 -0.014326458712605959 0.00096993072360338005
leaf_weight=17.776444792747498 667.01769170165062 250.96649956703186 23.061489880084991 2846.8862929046154 752.70041155815125 19.394759699702263 248.75023120641708
leaf_count=51 1858 703 65 7958 2117 55 698
internal_value=8.20478e-05 0.000411061 0.00180766 9.99454e-05 -0.00111787 -0.00708444 -0.000896376
internal_weight=4826.55 3787.93 690.079 3097.85 1038.62 37.1712 1001.45
internal_count=13505 10584 1923 8661 2921 106 2815
is_linear=0
shrinkage=0.0168881


Tree=560
num_leaves=8
num_cat=0
split_feature=95 42 0 6 34 2 0
split_gain=9.42686 8.29073 20.6258 8.04454 5.92128 7.28033 5.18814
threshold=1.5000000000000007 1.5050000000000001 1416.6555552393772 1485.1782059621762 1.1950000000000001 130.47093800209805 1738.1259162639778
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=0.010512885454150503 -0.0052276528384301579 0.0030730426574160303 0.00070190919279823887 -0.00021015049813819634 -0.001525005893328314 0.002748987133245949 0.0041350614148387586
leaf_weight=79.131584882736206 157.7838274538517 237.80445218831301 268.45984245836735 2028.2450718283653 688.18338157236576 136.15733347833157 18.899026051163673
leaf_count=242 833 920 914 6969 2839 663 125
internal_value=-2.68131e-05 0.000506921 0.00293552 0.000134385 -0.0014204 -0.000819035 -0.00422602
internal_weight=3614.66 2613.64 347.591 2266.05 1001.02 824.341 176.683
internal_count=13505 9045 1156 7889 4460 3502 958
is_linear=0
shrinkage=0.0168881


Tree=561
num_leaves=8
num_cat=0
split_feature=95 36 27 85 29 0 101
split_gain=10.8952 7.81422 7.51968 7.34845 6.4151 9.13051 2.93085
threshold=-14.249999999999996 11.325000000000001 0.44050000000000006 -0.13583850931677019 3.4722222222222228 1422.7073208124696 1.9000000000000001
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=0.032107349532839273 -0.0019621520582304964 -0.0036455130675405803 0.007348452011533827 0.00019930776517613737 -0.0048413560911561484 -0.0070610888260540057 -0.011788300745755395
leaf_weight=2.8848551660776129 511.0137899518013 23.228673428297043 75.115082263946533 3673.2912881523371 39.630114585161209 4.1214382946491241 30.79469133913517
leaf_count=12 1640 68 219 11235 173 15 143
internal_value=-6.75794e-05 4.59304e-05 0.00475144 -6.46576e-05 -0.00634601 0.00906363 -0.00787943
internal_weight=4360.08 4282.65 98.3438 4184.31 77.4311 7.00629 70.4248
internal_count=13505 13162 287 12875 343 27 316
is_linear=0
shrinkage=0.0168881


Tree=562
num_leaves=8
num_cat=0
split_feature=144 12 27 146 3 147 44
split_gain=8.82326 6.71434 7.69773 5.66639 10.9642 5.85765 4.06423
threshold=-0.0065499999999999994 1.0000000180025095e-35 0.68211111111111122 0.0021500000000000004 1617.8302637437412 0.47199397614381194 10.675000000000002
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=0.0054372249733281959 -0.0015895635546563857 0.00034393780342122093 -0.01018649682646152 -0.0045086774767102199 0.011509105971796451 0.020976908043175566 0.0023072059336900659
leaf_weight=84.841180056333542 926.6826726347208 3644.3730524927378 19.90635946393013 42.93875540792942 17.018528535962105 7.5340349078178397 83.184472918510437
leaf_count=237 2605 10176 58 124 49 21 235
internal_value=8.10543e-05 -4.92953e-05 0.000286723 0.00408084 3.74965e-05 0.00670494 -0.00126856
internal_weight=4826.48 4674.15 3664.28 152.332 59.9573 92.3752 1009.87
internal_count=13505 13074 10234 431 173 258 2840
is_linear=0
shrinkage=0.0168881


Tree=563
num_leaves=7
num_cat=0
split_feature=85 85 77 137 34 6
split_gain=7.02185 6.37757 6.25247 5.82287 2.99029 2.73891
threshold=0.47230769230769221 -0.65214285714285702 3.9666666666666672 20.950000000000003 3.1250000000000004 1505.8220183530937
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=0.0085298036325488942 -0.0045197128461865518 -6.466467722823908e-05 0.014348121005291422 -0.012164805452182898 0.011327487441654446 -0.014070705193604991
leaf_weight=39.15123975276947 20.484688378870487 3524.5767872259021 8.6053145527839643 4.3029952347278586 2.3068088591098777 14.728393912315367
leaf_count=120 107 13163 24 14 7 70
internal_value=-2.67091e-05 4.95269e-05 -2.95534e-05 0.00647993 -0.00729462 -0.00851532
internal_weight=3614.16 3576.64 3533.18 43.4542 37.5199 35.2131
internal_count=13505 13321 13187 134 184 177
is_linear=0
shrinkage=0.0168881


Tree=564
num_leaves=8
num_cat=0
split_feature=95 95 142 26 6 110 130
split_gain=10.6918 5.80892 5.65769 5.59718 5.44422 2.88764 2.30017
threshold=-14.249999999999996 20.250000000000004 0.39250000000000007 0.4331666666666667 1512.7638665096131 11.450000000000001 2.0500000000000003
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=0.003258342153263742 -0.0017281652074148312 0.016637075273571292 -0.012856284586702599 0.00021819928959262424 -0.0090849816524280168 0.0039248608343161861 0.00017479939548915453
leaf_weight=23.62637585401535 474.15806989371777 8.2503352165222186 31.169924959540367 3786.5527725219727 17.920006349682808 13.349825382232664 4.4056891947984687
leaf_count=95 1571 24 145 11530 86 37 17
internal_value=-6.635e-05 4.58832e-05 -0.00629856 1.59006e-06 -0.00206508 0.00878164 -0.0112418
internal_weight=4359.43 4282.31 77.122 4260.71 41.5464 21.6002 35.5756
internal_count=13505 13162 343 13101 181 61 162
is_linear=0
shrinkage=0.0168881


Tree=565
num_leaves=6
num_cat=0
split_feature=91 86 145 80 105
split_gain=7.64753 6.58804 9.25418 6.18444 4.25743
threshold=0.46333333333333332 3.0750469043151978 0.13255000000000003 0.039786366225452903 0.45150000000000007
decision_type=2 2 2 2 2
left_child=1 3 -3 -1 -2
right_child=4 2 -4 -5 -6
leaf_value=0.0035545371640664722 0.025451994012219759 0.031142981292534452 -0.0020609335362058901 0.0001283509417245939 0.0036723855947972919
leaf_weight=155.828135445714 5.1652777493000013 2.406411111354827 452.39002476632595 4205.5444720834494 5.0807623267173767
leaf_count=444 14 7 1333 11693 14
internal_value=8.00786e-05 4.90663e-05 -0.00188518 0.000250771 0.0146547
internal_weight=4826.42 4816.17 454.796 4361.37 10.246
internal_count=13505 13477 1340 12137 28
is_linear=0
shrinkage=0.0168881


Tree=566
num_leaves=8
num_cat=0
split_feature=95 42 85 92 40 40 49
split_gain=9.17225 8.14956 9.87117 8.71962 6.08738 8.22908 6.60196
threshold=1.5000000000000007 2.4650000000000003 0.022286348501664752 0.78541666666666676 1.7950000000000002 1.8450000000000004 3.0750000000000006
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=0.0024960310469959862 -0.0037582169896531121 -0.00028337860747978331 -0.0025812450675456013 0.015501194337677389 0.008773180015591282 -0.00093241158372697969 0.025742345100536173
leaf_weight=783.97780802845955 275.69172114878893 1692.9758553057909 126.88365027308464 10.040433824062346 25.839770019054413 696.22540257871151 2.1802760213613501
leaf_count=2361 1482 6255 389 40 128 2837 13
internal_value=-2.69022e-05 0.000499327 0.00178874 -0.000190301 -0.00140251 -0.000585051 -0.00352664
internal_weight=3613.81 2613.88 910.861 1703.02 999.937 722.065 277.872
internal_count=13505 9045 2750 6295 4460 2965 1495
is_linear=0
shrinkage=0.0168881


Tree=567
num_leaves=8
num_cat=0
split_feature=96 0 90 27 85 126 91
split_gain=7.58529 10.2534 8.90192 7.6022 7.08894 7.08043 7.04621
threshold=2.5000000000000004 1635.5223650398473 -0.51624999999999988 0.44050000000000006 -0.024355716878402846 0.43650000000000005 -0.34041666666666665
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=0.0078376860800065066 0.018680861264120534 -0.008510891678011806 -0.0016578920423063635 0.0047648200684792062 0.00053852736209832291 -0.0017712317338157838 0.0038845468682254655
leaf_weight=22.222599565982819 10.611711844801901 13.766944393515585 518.32912762463093 115.54133561253548 2189.0746541768312 1379.2730029523373 68.070860028266907
leaf_count=67 32 39 1587 335 6562 4553 204
internal_value=-0.00024397 -0.00119901 0.000280764 0.0033512 0.000118016 -0.00161885 0.00588045
internal_weight=4316.89 1530.8 2786.09 129.308 2707.4 1401.5 78.6826
internal_count=13379 4994 8385 374 8149 4620 236
is_linear=0
shrinkage=0.0168881


Tree=568
num_leaves=8
num_cat=0
split_feature=1 8 46 134 134 148 30
split_gain=5.67001 7.47943 6.70166 6.38339 5.42706 7.76173 4.36001
threshold=1413.5705997916423 0.79285714285714304 4.2150000000000007 0.49450000000000005 0.42700000000000005 0.27350937747107446 0.43875000000000003
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=0.0039811363145067181 0.00063474749116888753 -0.0028897203089716522 -0.011624648611534409 0.0026181593951180985 -0.0024024838741376763 0.0030994867524306545 0.0044775988410430349
leaf_weight=100.7604501247406 3648.8139333128929 426.63027895987034 8.5103598535060865 69.832107990980148 350.33993297815323 92.416220605373383 86.197771340608597
leaf_count=277 10168 1218 25 201 993 254 243
internal_value=0.000292467 -0.0012345 0.00276546 -0.00211493 0.000513867 -0.001254 0.000723441
internal_weight=4783.5 605.733 109.271 496.462 4177.77 442.756 3735.01
internal_count=13379 1721 302 1419 11658 1247 10411
is_linear=0
shrinkage=0.0168881


Tree=569
num_leaves=8
num_cat=0
split_feature=95 100 101 30 0 133 86
split_gain=8.09215 6.76466 8.2853 8.09178 5.75231 6.07122 5.29646
threshold=-7.4999999999999973 2.3650000000000007 0.63500000000000012 0.23858423686405336 1363.7287124646175 1.5855000000000004 4.7638888888888902
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=0.0093006117775580582 -0.00061387281335963204 0.015867658433898677 0.00073354694186649274 -0.00098011462463650076 -0.00066493912574010856 0.0066769359595304969 0.015080663345939882
leaf_weight=34.123864591121674 65.731768220663071 19.933395013213158 570.22062322497368 13.726988807320593 2808.1256473436952 64.568493962287903 6.1058904007077208
leaf_count=106 205 63 1697 42 11032 208 26
internal_value=-9.65238e-05 0.00162778 0.00121732 0.00899631 -0.000470144 0.0029988 -0.000630767
internal_weight=3582.54 638.005 604.344 33.6604 2944.53 130.3 2814.23
internal_count=13379 1908 1803 105 11471 413 11058
is_linear=0
shrinkage=0.0168881


Tree=570
num_leaves=7
num_cat=0
split_feature=95 31 1 85 120 27
split_gain=8.49563 10.2487 8.12769 7.6723 6.25212 3.79456
threshold=-8.2499999999999964 1.4173913043478261 1315.1044465848006 -0.45393665158371038 1.0500000000000003 0.46612500000000007
decision_type=2 2 2 2 2 2
left_child=1 5 4 -4 -2 -1
right_child=2 -3 3 -5 -6 -7
leaf_value=-0.0067262530662947594 -0.0046041181176699683 0.025413233966650978 -0.0058718886648950258 -2.1639540909151446e-06 0.0093879473375103762 -0.0021735867277483693
leaf_weight=62.800420969724655 11.529748588800429 3.6713115870952597 64.585497543215752 3819.9780484288931 43.325816810131073 310.0134149491787
leaf_count=234 33 13 221 11531 121 1226
internal_value=-0.000240239 -0.00266398 -8.59865e-06 -9.97618e-05 0.00644659 -0.00294055
internal_weight=4315.9 376.485 3939.42 3884.56 54.8556 372.814
internal_count=13379 1473 11906 11752 154 1460
is_linear=0
shrinkage=0.0168881


Tree=571
num_leaves=8
num_cat=0
split_feature=6 141 144 137 121 134 106
split_gain=6.58236 9.53741 5.68261 4.50398 8.6372 4.20992 3.19718
threshold=1484.8073996434571 -2.3664999999999998 -0.019049999999999994 2.8500000000000001 1.2930000000000004 0.42700000000000005 0.68150000000000011
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=0.0048660791544218717 0.012135590535548843 0.016690070082380201 -0.0016505016182226785 0.0006631862522159536 -0.00024206040286949709 -0.0011120257278342737 0.020387217461252785
leaf_weight=8.2661609649658185 27.573849946260452 4.8521588742732993 679.54639348387718 3591.6728640496731 38.561060607433319 426.21665924787521 6.9909131526947013
leaf_count=23 76 14 1927 10011 108 1201 19
internal_value=0.00028753 -0.001226 -0.00152043 0.000546827 0.00491825 0.000474866 0.0119798
internal_weight=4783.68 699.656 684.399 4084.02 66.1349 4017.89 15.2571
internal_count=13379 1983 1941 11396 184 11212 42
is_linear=0
shrinkage=0.0168881


Tree=572
num_leaves=7
num_cat=0
split_feature=85 95 132 100 30 34
split_gain=8.48732 7.3165 7.40467 6.85838 3.55943 3.46171
threshold=0.42848484848484841 -7.4999999999999973 3.4500000000000006 2.3650000000000007 0.46841755319148942 3.1250000000000004
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=0.0012298598503473249 -0.0096614531005596409 -0.00040937642649329828 0.014052259771485075 0.0090862768755205301 0.012363050035021108 0.0090313290265825377
leaf_weight=599.17103236913681 40.994175836443901 2892.6426299959421 10.133045092225073 33.462062641978264 2.493623659014701 3.0332161188125601
leaf_count=1786 205 11229 36 104 10 9
internal_value=-9.45244e-05 -2.16778e-07 -0.000358884 0.00164545 -0.00726096 -0.00837304
internal_weight=3581.93 3535.41 2902.78 632.633 46.521 44.0274
internal_count=13379 13155 11265 1890 224 214
is_linear=0
shrinkage=0.0168881


Tree=573
num_leaves=7
num_cat=0
split_feature=1 96 0 90 123 26
split_gain=8.27533 7.24472 10.3365 8.64118 6.06315 4.92644
threshold=1302.8018781409012 2.5000000000000004 1635.5223650398473 -0.47458333333333325 1.8620000000000003 0.45527777777777784
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=-0.011621782342965358 -0.0016674347588189356 0.0051170267589300301 0.003336349857936554 2.8083038945330551e-05 0.026617481937432307 0.0078175220142532968
leaf_weight=4.2829497158527365 1387.781929820776 98.693082630634308 128.65752683579922 2662.9942042678595 4.2890350222587577 28.150870054960251
leaf_count=12 4586 297 372 8021 12 79
internal_value=-0.000236492 -0.00030502 -0.00124289 0.000209953 0.00774617 0.0052497
internal_weight=4314.85 4278.13 1516.44 2761.69 36.7229 32.4338
internal_count=13379 13276 4958 8318 103 91
is_linear=0
shrinkage=0.0168881


Tree=574
num_leaves=8
num_cat=0
split_feature=2 95 95 7 137 105 141
split_gain=5.36682 5.1053 4.87874 5.32716 5.08393 3.75335 3.31905
threshold=305.9074203141202 14.25 15.750000000000002 -15.70862348607386 2.8500000000000001 0.51650000000000007 1.0595000000000001
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=0.0049697004613032886 -0.010484480512830104 0.015286522198346685 0.015086210204868203 -0.0051396477353560285 0.00034058906616940809 -0.0069194777136651012 0.0003152272820334005
leaf_weight=68.67831227183342 30.919897556304932 5.3946854472160322 3.9286682903766623 67.753995880484581 4592.5857690125704 3.6307641863822937 10.99894906580448
leaf_count=191 99 18 11 203 12810 12 35
internal_value=0.000282864 -0.00516925 0.000341555 -0.00403075 0.000408799 0.00635081 -0.00765021
internal_weight=4783.89 50.9443 4732.95 71.6827 4661.26 9.02545 41.9188
internal_count=13379 164 13215 214 13001 30 134
is_linear=0
shrinkage=0.0168881


Tree=575
num_leaves=7
num_cat=0
split_feature=85 95 100 0 30 34
split_gain=8.3382 7.09984 6.67417 5.45356 3.49006 3.40485
threshold=0.42848484848484841 -7.4999999999999973 2.3650000000000007 1363.7287124646175 0.46841755319148942 3.1250000000000004
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=0.0012105071363438932 -0.0096120443314963808 0.0030279239826090432 0.0089498891495569111 -0.00051167427585803395 0.012148484087048769 0.0089132786359916311
leaf_weight=599.43676203489304 40.735442727804184 129.96594548225403 33.5600496083498 2772.0387907028198 2.5097398385405532 3.0393131375312796
leaf_count=1786 205 411 104 10854 10 9
internal_value=-9.29108e-05 3.26664e-07 0.00162087 -0.000353145 -0.00721446 -0.00832522
internal_weight=3581.29 3535 632.997 2902 46.2845 43.7748
internal_count=13379 13155 1890 11265 224 214
is_linear=0
shrinkage=0.0168881


Tree=576
num_leaves=8
num_cat=0
split_feature=130 3 134 37 114 26 90
split_gain=6.47099 5.75174 6.22031 5.86631 4.72756 6.9627 4.30773
threshold=1.7640000000000002 1535.5267049154979 0.78900000000000015 0.69476639406891583 0.29150000000000004 0.52292857142857152 -0.42458333333333326
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=-4.9852886532324144e-05 -0.005337898623657124 -0.0020995130039831028 0.0076727031459932907 0.0062330249261438268 0.0053244262734851739 0.0026604449480972831 0.0010678231748487233
leaf_weight=2022.6816174685955 76.724370718002319 586.34570519626141 19.184260904788971 43.291769564151764 71.148476451635361 52.129177525639534 1446.0744105875492
leaf_count=6548 238 1794 56 117 212 152 4258
internal_value=0.000170767 -0.000342435 -0.00178987 8.17915e-05 0.00100368 -0.00210189 0.00126745
internal_weight=4317.58 2671.5 605.53 2065.97 1646.08 128.854 1517.22
internal_count=13375 8515 1850 6665 4860 390 4470
is_linear=0
shrinkage=0.0168881


Tree=577
num_leaves=6
num_cat=0
split_feature=10 147 22 49 36
split_gain=7.46905 6.85016 7.92012 4.25516 2.72331
threshold=4.3000000000000007 0.41641356115479727 0.36666666666666675 4.1550000000000011 2.1450000000000005
decision_type=2 2 2 2 2
left_child=1 2 -1 -3 -2
right_child=4 3 -4 -5 -6
leaf_value=0.00056132425455394507 0.006418172496373495 -0.00035279345175158835 0.0041915143970375837 0.0025420635319503321 0.024932271257341165
leaf_weight=830.26192274689674 4.6587765216827375 3576.9069017022848 216.01292887330055 150.92807564139366 4.4204226434230804
leaf_count=2275 13 10080 591 404 12
internal_value=0.000132427 0.000103318 0.00131083 -0.000235583 0.0154353
internal_weight=4783.19 4774.11 1046.27 3727.83 9.0792
internal_count=13375 13350 2866 10484 25
is_linear=0
shrinkage=0.0168881


Tree=578
num_leaves=7
num_cat=0
split_feature=85 128 109 95 30 92
split_gain=10.3638 6.23665 9.06016 5.7772 3.07142 1.24354
threshold=0.47230769230769221 1.0000000180025095e-35 6.5000000000000009 -9.7499999999999964 0.29185103244837768 0.58708333333333351
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=0.00087020744957500744 -0.011025654894210986 0.0018051890999636997 0.025667907024008268 -0.00092372066460149368 0.0074782779632151554 0.001985810704134458
leaf_weight=822.93450671434402 34.916637778282166 243.08202907443047 4.2236175984144202 2464.1318485885859 3.0132175609469405 2.2252198159694663
leaf_count=2888 176 711 13 9562 12 13
internal_value=-0.000383477 -0.000286542 0.000996866 -0.000678681 -0.00891483 -0.0102455
internal_weight=3574.53 3534.37 827.158 2707.21 40.1551 37.1419
internal_count=13375 13174 2901 10273 201 189
is_linear=0
shrinkage=0.0168881


Tree=579
num_leaves=8
num_cat=0
split_feature=147 101 22 94 130 136 141
split_gain=8.92309 6.86123 6.65568 6.77696 6.34607 6.27207 3.93066
threshold=0.41641356115479727 3.2250000000000005 0.36666666666666675 23.550000000000004 1.7640000000000002 3.8500000000000001 1.8740000000000003
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=-0.0057096155271962592 3.8453520827283786e-05 -0.0079660123166892458 -0.0052320301666150225 0.0054293302409366018 0.0015290431910833934 -9.5890397058342767e-05 0.0091586696201034195
leaf_weight=62.1535434871912 1993.6246491968632 37.660389453172684 168.57998475432396 18.910218819975853 1377.5019757449627 654.70527799427509 4.253222629427909
leaf_count=196 6302 130 526 65 4063 2080 13
internal_value=0.000167891 0.000563104 -0.00132363 -0.00415659 0.000647542 -0.000582651 -0.00622764
internal_weight=4317.39 3413.04 904.349 187.49 3371.13 716.859 41.9136
internal_count=13375 10508 2867 591 10365 2276 143
is_linear=0
shrinkage=0.0168881


Tree=580
num_leaves=8
num_cat=0
split_feature=80 52 52 42 6 130 1
split_gain=4.87093 8.65072 7.15143 6.62577 4.37307 7.53617 7.02658
threshold=0.086570052833251351 3.0250000000000004 2.5250000000000004 2.8150000000000004 1484.8073996434571 0.31650000000000006 1462.9309242811999
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=0.019670793352957513 0.0014634754035408744 0.023835363937671408 -0.0025793927288506463 0.0056839042265288634 0.0019338055935471555 -0.0017231282018347286 -0.00025079692971658406
leaf_weight=4.7363100051879874 843.74659660458565 7.1542122364044181 146.4454391002655 28.957311421632767 496.98894633352757 547.24955986440182 2707.7216501682997
leaf_count=13 2283 20 408 85 1394 1562 7610
internal_value=0.000130543 0.00116165 0.000865526 0.00928078 -0.000151142 -0.00153951 8.79854e-05
internal_weight=4783 1026.3 990.192 36.1115 3756.7 551.986 3204.71
internal_count=13375 2796 2691 105 10579 1575 9004
is_linear=0
shrinkage=0.0168881


Tree=581
num_leaves=8
num_cat=0
split_feature=128 80 95 36 122 31 136
split_gain=5.94431 7.15858 6.11499 9.22519 6.85372 5.70883 2.60493
threshold=1.0000000180025095e-35 0.035113324175824107 -9.7499999999999964 1.9850000000000001 1.0250000000000001 0.05581516095534781 15.750000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -4 -3 -1
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.014855088228012455 0.0047056376426463029 0.01451763566516757 -0.0028363437759072172 -0.0018958460987851717 -0.0005793917946598149 0.00092867480385750377 0.0020561779793977324
leaf_weight=11.100483559072016 136.63410806655884 8.9141209498047811 473.84953803569078 108.16716429591179 2018.4134861677885 812.77344677597284 3.3882420361042014
leaf_count=42 379 35 1711 337 8006 2854 11
internal_value=-0.000377602 0.000868605 -0.000758329 0.00178863 -0.00100851 0.00107613 -0.0108987
internal_weight=3573.24 836.176 2737.06 244.801 2492.26 821.688 14.4887
internal_count=13375 2942 10433 716 9717 2889 53
is_linear=0
shrinkage=0.0168881


Tree=582
num_leaves=8
num_cat=0
split_feature=85 30 8 53 9 111 93
split_gain=6.65672 5.66305 9.76822 7.97373 5.14289 5.0837 5.05101
threshold=0.23842293906810033 0.1319062881562881 0.92261904761904778 2.8550000000000004 0.099999999999999964 18.450000000000003 11.400000000000002
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=-0.010095366687618523 0.016041265230193093 0.00011226182235794322 0.0018813431620285025 0.013777005958977821 -0.00083400445457057569 0.0089153692519189573 0.00045935969810061367
leaf_weight=24.708227410912517 23.396901473402977 131.88590154051781 34.225017681717873 13.418675154447554 1233.9275614619255 4.787988454103469 2850.9420921951532
leaf_count=75 70 379 101 40 4021 15 8674
internal_value=0.0001652 0.00315119 0.00763133 0.00137437 1.79201e-05 -0.00700856 6.86637e-05
internal_weight=4317.29 202.926 57.6219 145.305 4114.37 29.4962 4084.87
internal_count=13375 590 171 419 12785 90 12695
is_linear=0
shrinkage=0.0168881


Tree=583
num_leaves=8
num_cat=0
split_feature=49 118 49 98 29 124 145
split_gain=5.36023 8.17219 6.6157 5.72552 4.37406 4.249 3.80367
threshold=4.1950000000000012 1.2250000000000003 4.2350000000000012 0.58114035087719318 8.0500000000000025 3.2250000000000005 0.77795000000000014
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=-2.6033470019271231e-05 0.0089304904303518645 0.012686801730259758 -0.0035754940366427975 0.0025069259295716936 -0.0085298755580634107 0.0051457683854386777 0.0081620508585466909
leaf_weight=4404.323143273592 52.376110464334488 7.8519234955310813 78.040361285209656 162.01092985272408 27.888175427913666 45.777860060334206 4.5237695276737204
leaf_count=12346 140 21 209 433 82 131 13
internal_value=0.000128471 0.00231286 -0.00208855 0.00407637 -1.78541e-05 2.71632e-05 -0.00619937
internal_weight=4782.79 300.279 85.8923 214.387 4482.51 4450.1 32.4119
internal_count=13375 803 230 573 12572 12477 95
is_linear=0
shrinkage=0.0168881


Tree=584
num_leaves=7
num_cat=0
split_feature=145 1 3 12 109 95
split_gain=6.22858 5.9164 8.54968 5.56926 8.9366 6.19104
threshold=0.98855000000000015 1604.3107121748767 1528.6554884270233 1.0000000180025095e-35 6.5000000000000009 -9.7499999999999964
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=0.00062976585672860203 0.0029933218734563495 -0.016021570320515138 0.019683772791050082 0.0017592829382049439 0.025169936430170878 -0.001082159565260076
leaf_weight=821.59721308201551 36.707031451165676 3.4162954688072196 11.496411338448523 240.08756124973297 4.2540876418352118 2454.4449211135507
leaf_count=2892 134 12 42 702 13 9580
internal_value=-0.000371693 0.00545207 0.00697454 -0.000457095 0.000756213 -0.000828973
internal_weight=3572 51.6197 48.2034 3520.38 825.851 2694.53
internal_count=13375 188 176 13187 2905 10282
is_linear=0
shrinkage=0.0168881


Tree=585
num_leaves=7
num_cat=0
split_feature=54 99 95 151 54 136
split_gain=6.54255 6.0536 7.38656 5.93938 2.58641 2.41319
threshold=1.8150000000000002 0.65301003344481623 20.250000000000004 0.74400000000000011 1.8650000000000004 4.8500000000000005
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=-0.0080445976227573809 0.017486146449145687 0.00034169627211570269 0.011311925524744387 -0.00073083445838147175 -0.0053241525599614491 0.009656401694969589
leaf_weight=32.232738599181175 7.1664404571056393 2456.4372449070215 17.631095886230469 1809.9364853948355 4.4170129448175421 10.02063739299774
leaf_count=97 22 7514 49 5721 15 35
internal_value=-7.94523e-05 -0.00012586 0.000419885 -0.000858819 0.00919098 0.00507159
internal_weight=4337.84 4316.24 2474.07 1842.17 21.6041 14.4377
internal_count=13453 13381 7563 5818 72 50
is_linear=0
shrinkage=0.0168881


Tree=586
num_leaves=8
num_cat=0
split_feature=130 149 11 35 147 31 3
split_gain=7.25288 6.95226 9.11234 5.47703 5.18181 6.64412 3.50341
threshold=0.41450000000000004 0.50351689060415483 3.2071428571428577 9.2350000000000012 0.43375685993796237 0.13123033614836893 1446.691840411471
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=-0.018311251518527468 0.0012873499012311695 -0.00037788664247816634 0.008475729606691124 -0.014586535540335724 0.007108311627716881 -0.0063057997563584038 -0.0047887697057568219
leaf_weight=11.975724846124651 1168.8437467515469 3531.1552971154451 33.469117522239685 6.2318830937147132 14.979807585477827 35.453103005886078 10.061438173055647
leaf_count=33 3224 9907 96 24 41 100 28
internal_value=-4.46251e-06 7.66045e-05 -0.00029475 0.00120314 -0.00530674 -0.00232098 -0.0121386
internal_weight=4812.17 4739.7 3564.62 1175.08 72.4701 50.4329 22.0372
internal_count=13453 13251 10003 3248 202 141 61
is_linear=0
shrinkage=0.0168881


Tree=587
num_leaves=7
num_cat=0
split_feature=121 27 28 147 29 3
split_gain=7.46426 7.11563 6.86923 5.07428 6.12002 5.77937
threshold=2.5280000000000005 0.55118055555555567 4.9500000000000011 0.46252839585274935 0.5277777777777779 1319.7044733659188
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=0.012418711794944979 0.0051994331046012416 0.021585396987161044 -0.016469772773569105 0.014909357400636824 0.00032690694681765967 -0.0011642752467029961
leaf_weight=11.994149737060068 61.33829540014267 7.0438285768032065 4.4762608557939521 6.4225144237279883 2549.0741930305958 952.66990195214748
leaf_count=44 187 20 15 21 9488 3678
internal_value=0.000101906 0.00545231 0.00372521 -8.82707e-06 0.000383547 -0.00105661
internal_weight=3593.02 72.8584 65.8146 3520.16 2561.07 959.092
internal_count=13453 222 202 13231 9532 3699
is_linear=0
shrinkage=0.0168881


Tree=588
num_leaves=7
num_cat=0
split_feature=85 3 95 36 54 27
split_gain=9.41893 7.86831 6.68565 8.22444 6.66641 5.39294
threshold=-0.12344827586206894 1319.7044733659188 -9.7499999999999964 1.925 1.8150000000000002 0.39387500000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -3
right_child=2 5 4 -5 -6 -7
leaf_value=0.022874769146853751 -0.006394497977631395 0.0060712944215430796 0.00034160945966042045 0.00026305359081093903 0.010773334647128823 -0.0026664140320279603
leaf_weight=3.5564896017312995 94.74824270606041 20.960587441921234 3563.2843571901321 119.8707315325737 17.558085069060326 517.45219475030899
leaf_count=13 438 63 10772 430 57 1680
internal_value=-7.81451e-05 -0.00216078 0.000219236 -0.00267596 0.000392767 -0.0023262
internal_weight=4337.43 541.969 3795.46 214.619 3580.84 538.413
internal_count=13453 1756 11697 868 10829 1743
is_linear=0
shrinkage=0.0168881


Tree=589
num_leaves=8
num_cat=0
split_feature=130 149 133 125 147 31 3
split_gain=7.0934 6.79048 9.7972 7.31352 5.0792 6.49969 3.44486
threshold=0.41450000000000004 0.50351689060415483 1.8820000000000003 3.1000000000000005 0.43375685993796237 0.13123033614836893 1446.691840411471
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=-0.018155244206593125 0.0017755080536730923 -0.00036050876475793477 -0.0028652689846817231 0.0081568837759612555 0.0070239433431429554 -0.0062417796422226911 -0.0047347325169554717
leaf_weight=11.941759198904039 1026.7328296601772 3535.3322183787823 148.50582991540432 28.987930119037628 14.993559449911116 35.408216148614883 10.053787738084791
leaf_count=33 2828 9919 420 84 41 100 28
internal_value=-4.30924e-06 7.58242e-05 0.00118907 -0.000291231 -0.00525064 -0.00229498 -0.0120222
internal_weight=4811.96 4739.56 1175.24 3564.32 72.3973 50.4018 21.9955
internal_count=13453 13251 3248 10003 202 141 61
is_linear=0
shrinkage=0.0168881


Tree=590
num_leaves=8
num_cat=0
split_feature=123 36 17 35 36 3 95
split_gain=8.24229 6.51842 10.2488 7.52149 6.26797 5.49269 5.40982
threshold=2.2055000000000002 1.2450000000000003 1.5000000000000002 3.7450000000000006 4.5450000000000008 1572.4276022814422 -17.249999999999993
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=0.0061398378662802528 0.018969232542519199 0.0046940635349969114 -0.0080218588038447614 -0.0073132961250405599 -0.0036506876310137726 0.00042464797445918479 0.00012004981731384166
leaf_weight=43.184877663850784 17.09876844286919 83.8209627866745 5.2409023940563193 18.088599912822247 240.6526712924242 155.10916963219643 3029.8456182926893
leaf_count=119 52 260 15 62 1340 908 10697
internal_value=0.000100113 0.00437394 0.012636 0.00256255 -5.29654e-05 -0.0020534 0.000204654
internal_weight=3593.04 124.249 22.3397 101.91 3468.79 395.762 3073.03
internal_count=13453 389 67 322 13064 2248 10816
is_linear=0
shrinkage=0.0168881


Tree=591
num_leaves=7
num_cat=0
split_feature=85 3 149 3 93 27
split_gain=9.21991 7.62747 6.65771 8.59468 7.07403 5.27098
threshold=-0.12344827586206894 1319.7044733659188 0.49748501315214438 1416.4140890404012 12.900000000000002 0.39387500000000003
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.022374169939074789 -0.0032294481726870159 0.0059922804495235373 -0.0016538627405960778 0.00090684505353331708 0.00022771142669808595 -0.0026394670517025038
leaf_weight=3.5959527343511573 300.8586046397686 20.994707703590393 434.54908294975758 2675.1633864045143 384.57559752464294 516.95688872039318
leaf_count=13 995 63 1397 8133 1172 1680
internal_value=-7.72327e-05 -0.00213863 0.000216912 0.000549006 -0.00128971 -0.00230255
internal_weight=4336.69 541.548 3795.15 3109.71 685.434 537.952
internal_count=13453 1756 11697 9530 2167 1743
is_linear=0
shrinkage=0.0168881


Tree=592
num_leaves=8
num_cat=0
split_feature=11 149 133 104 110 42 150
split_gain=6.4631 6.77436 9.55143 7.04414 4.8892 5.25979 4.50706
threshold=3.2071428571428577 0.50351689060415483 2.1340000000000003 1.0075000000000001 2.4500000000000006 5.6750000000000007 0.5086759365482304
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=0.0013871094501832315 -0.015008961174452537 -0.00074039483110048966 -0.0055856096342767397 0.0013839695204522961 0.0065772187542427734 0.023698374468068471 0.0046318467159483165
leaf_weight=1128.6828732192516 4.7653398066759101 3057.260888338089 58.956384062767029 521.04373551905155 23.391023933887485 6.5535365492105475 11.077233284711836
leaf_count=3111 14 8549 169 1492 65 20 33
internal_value=-3.56494e-06 -6.42367e-05 0.00104095 -0.000431055 0.00631114 0.0103253 -0.00127457
internal_weight=4811.73 4765.94 1187.64 3578.3 45.7871 29.9446 15.8426
internal_count=13453 13321 3280 10041 132 85 47
is_linear=0
shrinkage=0.0168881


Tree=593
num_leaves=8
num_cat=0
split_feature=26 40 95 141 28 0 28
split_gain=7.52738 7.09422 6.09583 6.78225 6.44415 5.69254 5.18946
threshold=0.51527777777777783 2.8650000000000007 -17.249999999999993 0.59750000000000003 2.9500000000000006 1302.4531515750596 3.183333333333334
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=-0.00442686439114791 0.023433875661326899 -0.0053045783689932404 0.001001899143375859 -0.0010573046083114654 0.011856248989701243 -0.0019269080915453745 0.0022663830625490248
leaf_weight=9.4279449284076673 2.5317628383636466 29.200623124837875 1882.4969364181161 602.07567671686411 26.162181496620178 817.76287971436977 223.04669640958309
leaf_count=26 8 93 6743 2196 72 3635 680
internal_value=9.80077e-05 -0.00108694 0.000602311 0.000502891 0.00754211 -0.0018486 0.00138985
internal_weight=3592.7 1072.54 2520.16 2484.57 35.5901 820.295 252.247
internal_count=13453 4416 9037 8939 98 3643 773
is_linear=0
shrinkage=0.0168881


Tree=594
num_leaves=7
num_cat=0
split_feature=85 34 4 93 3 4
split_gain=10.1193 6.45196 8.11769 7.70738 5.43631 4.05266
threshold=-0.29715517241379302 2.8950000000000005 1576.0730079843613 14.550000000000002 1311.7844622345979 1537.8977962397812
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=0.022003989231045976 4.5255313451263825e-05 -0.0036665718239296944 0.0021041413561960261 0.00068849480726762894 -0.0022776991993573819 -0.0076393338768498305
leaf_weight=2.2620764523744574 3028.3799764961004 255.24767020344734 666.36040908098221 212.28084960579872 104.17525114119053 65.500693812966347
leaf_count=8 8977 1090 2016 799 345 227
internal_value=1.42017e-05 0.000180061 0.00041659 -0.00168911 -0.00400076 -0.00434762
internal_weight=4334.21 4162.27 3694.74 467.529 171.938 169.676
internal_count=13462 12882 10993 1889 580 572
is_linear=0
shrinkage=0.0168881


Tree=595
num_leaves=8
num_cat=0
split_feature=86 115 145 122 145 103 125
split_gain=7.30998 5.93618 6.8216 6.48991 5.29031 7.88482 6.41533
threshold=3.0919661733615227 1.4145000000000001 0.78715000000000013 2.0955000000000008 0.76955000000000007 1.1405000000000001 2.5500000000000003
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=0.00017663992452900473 -0.0017279384997848379 -0.0012345761997756587 0.0021688748685903493 0.0036007834380510275 -0.0096467718119816626 0.00076385871333072063 0.0082730234093613877
leaf_weight=2634.4083472639322 329.68234574794769 1052.2181798666716 602.27096375823021 85.605824843049049 55.963323533535004 32.968568682670593 19.367451652884483
leaf_count=7341 974 2933 1652 246 163 96 57
internal_value=-2.97673e-05 0.000178494 0.000547356 -0.000870759 -0.00210991 -0.00578711 -0.00117295
internal_weight=4812.49 4374.5 3236.68 1137.82 437.982 88.9319 349.05
internal_count=13462 12172 8993 3179 1290 259 1031
is_linear=0
shrinkage=0.0168881


Tree=596
num_leaves=8
num_cat=0
split_feature=95 127 55 4 86 110 12
split_gain=7.16661 5.48062 12.116 5.3081 4.40857 7.16157 4.54575
threshold=6.7499999999999991 0.64600000000000013 2.0450000000000004 1697.8840677194651 3.5819892473118284 3.4500000000000006 1.0000000180025095e-35
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=0.0013699888185150883 0.0017043424209496794 -0.0026708407397675465 0.042027049309546143 0.013461992767991888 0.010484684966154852 -0.00017849094824427667 -0.00015547745406114917
leaf_weight=728.43508563190699 17.094717167317871 404.63089056313038 2.4271053969860068 5.9009061828255644 31.440938286483288 41.89737531542778 2369.1744355633855
leaf_count=2463 81 1984 12 25 109 144 8644
internal_value=2.26819e-05 -0.0020231 0.00671928 -0.00243888 0.000300145 0.00439261 0.000203244
internal_weight=3601 430.054 19.5218 410.532 3170.95 73.3383 3097.61
internal_count=13462 2102 93 2009 11360 253 11107
is_linear=0
shrinkage=0.0168881


Tree=597
num_leaves=8
num_cat=0
split_feature=11 106 34 27 96 62 48
split_gain=6.44291 8.71066 6.56466 9.05424 7.14149 6.07111 4.62142
threshold=3.0333333333333337 0.68150000000000011 2.8950000000000005 0.68900000000000006 2.5000000000000004 1.0000000180025095e-35 1.635
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=0.00029790803551922563 0.012287461278392895 0.00376362158887721 -0.003910766349937006 0.018256810479568279 0.00017828233300981974 -0.013309379325826355 -0.0023669713965446394
leaf_weight=3766.4819476157427 8.5689307451248187 7.2503657191991797 229.83411473035812 8.0236313045024854 259.17370492219925 32.822295397520065 21.624897882342339
leaf_count=11251 25 21 995 24 989 95 62
internal_value=1.39615e-05 -0.00505826 9.75622e-05 0.000336092 -0.00174353 -0.0102197 0.00179117
internal_weight=4333.78 70.2665 4263.51 3774.51 489.008 40.0727 30.1938
internal_count=13462 203 13259 11275 1984 116 87
is_linear=0
shrinkage=0.0168881


Tree=598
num_leaves=8
num_cat=0
split_feature=11 86 148 144 93 44 48
split_gain=7.6933 8.8553 7.75697 6.48866 6.55218 5.71697 2.03056
threshold=3.0333333333333337 3.0919661733615227 0.17399267399267399 -1.0000000180025095e-35 8.5500000000000025 6.8450000000000006 2.2250000000000005
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=0.0058070624820398846 0.011009284862163833 -0.0041723411249655236 2.8235436716462181e-05 -0.0058611189869023587 0.0067571180075734726 -0.00024022196195553057 0.027321526235015547
leaf_weight=67.298475295305252 4.3795310854911786 238.01782946288586 4246.541111022234 15.68706990778446 46.590381190180779 189.37791040539742 4.341413140296936
leaf_count=191 12 717 11807 47 132 544 12
internal_value=-2.86955e-05 -0.000111332 0.000118395 0.00548935 0.00357831 -0.00243009 0.0191331
internal_weight=4812.23 4741.24 4313.84 70.9984 62.2775 427.396 8.72094
internal_count=13462 13259 11998 203 179 1261 24
is_linear=0
shrinkage=0.0168881


Tree=599
num_leaves=8
num_cat=0
split_feature=95 102 53 17 99 29 133
split_gain=6.99833 5.95726 8.20449 4.8542 5.941 5.63041 4.60251
threshold=6.7499999999999991 1.0105000000000002 2.4550000000000005 1.5000000000000002 0.65301003344481623 6.6833333333333345 1.8450000000000002
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=0.00047728477996950908 -0.0063052391344633578 -0.002136614891416872 0.0047299675016136775 0.00065503220403437582 -0.0026863242380234624 0.0050949259639718782 0.00034166516480716412
leaf_weight=2486.0118056088686 117.26634509861469 207.12453993409872 65.266375660896301 295.36313839256763 312.15100189298391 77.665933527052402 39.784236967563629
leaf_count=9071 545 1059 299 972 1073 244 199
internal_value=2.15403e-05 -0.0020017 -0.000491251 0.000295535 -0.00106177 0.000617185 -0.00462128
internal_weight=3600.63 429.441 272.391 3171.19 607.514 2563.68 157.051
internal_count=13462 2102 1358 11360 2045 9315 744
is_linear=0
shrinkage=0.0168881


Tree=600
num_leaves=8
num_cat=0
split_feature=85 137 85 149 31 0 31
split_gain=9.97477 8.0097 7.35214 6.87456 7.01254 4.91322 4.59279
threshold=-0.13807065217391304 11.250000000000002 -0.41468085106382974 0.50351689060415483 0.71010186757215632 1325.6930798870951 0.092688048873615814
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=-0.0062178309283685432 -0.0040135259075708201 0.017626770441223443 0.00015776980470046399 0.00061515826808062821 0.0081573051364514666 -0.0060624753253762029 -0.00050122930505298315
leaf_weight=61.862360715866089 123.10353462398052 2.5423495620489112 310.51087108254433 2889.0658352375031 35.593623787164688 137.96362456679344 772.76772524416447
leaf_count=219 373 9 993 8864 107 446 2451
internal_value=1.35915e-05 -0.00219783 -0.000901346 0.000310466 0.000706957 -0.00563363 -0.00098389
internal_weight=4333.41 512.879 372.373 3820.53 2924.66 140.506 895.871
internal_count=13462 1667 1212 11795 8971 455 2824
is_linear=0
shrinkage=0.0168881


Tree=601
num_leaves=8
num_cat=0
split_feature=11 106 147 12 35 121 16
split_gain=7.39693 10.0862 9.42939 6.08725 6.32832 6.01226 4.01052
threshold=3.0333333333333337 0.52250000000000008 0.44067136878457086 1.0000000180025095e-35 2.7750000000000004 0.95000000000000007 1.0000000180025095e-35
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=0.0065969959822028603 0.00260201270662303 0.00036749879665155913 0.015290152956497799 0.0014853199257648564 -0.00017149290869886147 -0.0014723082338630933 -0.012354824799852089
leaf_weight=27.045991435647011 10.580616503953935 19.904080420732498 30.7241001278162 853.76922944188118 2860.3180446028709 999.76729999482632 9.8906376808881742
leaf_count=75 31 56 86 2321 8046 2817 30
internal_value=-2.77319e-05 0.00537908 0.00942394 -0.000108823 0.000209357 -0.00125974 -0.00462321
internal_weight=4812 71.0994 50.6282 4740.9 3714.09 1026.81 20.4713
internal_count=13462 203 142 13259 10367 2892 61
is_linear=0
shrinkage=0.0168881


Tree=602
num_leaves=8
num_cat=0
split_feature=85 47 85 110 36 30 28
split_gain=9.19621 7.94437 7.72542 7.26863 6.96021 3.08362 1.68891
threshold=-0.3342156862745097 2.0350000000000006 0.47230769230769221 13.850000000000003 10.775000000000002 0.29185103244837768 3.8452380952380958
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=0.0043225043172831993 1.4330999511748795e-05 -0.015585497401119825 -0.0088682809965372287 0.021213774740613648 -0.007225793793992785 0.0093941792396738076 -0.00093716585245239698
leaf_weight=125.35525149106979 3379.4594814553857 6.37055556476116 36.845654234290123 7.713826671242713 38.298784889280796 2.8387740254402152 3.4720367342233658
leaf_count=410 12499 22 189 27 290 13 12
internal_value=2.06991e-05 0.00421885 -0.000152822 0.00530189 -6.67939e-05 -0.00756123 -0.0104208
internal_weight=3600.35 142.912 3457.44 133.069 3417.76 39.6844 9.84259
internal_count=13462 471 12991 437 12789 202 34
is_linear=0
shrinkage=0.0168881


Tree=603
num_leaves=8
num_cat=0
split_feature=96 99 102 90 11 138 38
split_gain=11.6652 11.652 11.5631 8.21363 7.3559 5.71667 5.19177
threshold=2.5000000000000004 0.64495798319327746 0.14350000000000002 0.34125000000000011 3.2071428571428577 9.5000000000000018 0.34769851839606386
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=-0.00017801838241741824 -0.00028348683773371638 0.0010612108242455782 -0.0031731325015299282 0.013407324824365937 -0.013451850790870275 0.0033952825988013196 0.013629263616024382
leaf_weight=930.98103404045105 1410.4778574705124 991.21908339858055 576.25690621137619 12.868016779422758 12.203180134296415 428.76028974354267 5.2923076152801505
leaf_count=2908 4331 2934 2026 39 35 1263 19
internal_value=4.44159e-05 0.000683733 -0.00114697 7.17547e-06 -0.000396459 0.001766 -0.00302018
internal_weight=4368.06 2842.66 1525.4 943.849 1422.68 1419.98 581.549
internal_count=13555 8563 4992 2947 4366 4197 2045
is_linear=0
shrinkage=0.0168881


Tree=604
num_leaves=8
num_cat=0
split_feature=27 37 30 132 0 136 12
split_gain=6.46302 6.97183 5.32809 5.1959 6.74112 5.53547 2.83687
threshold=0.52316666666666678 0.13989335053909166 0.43875000000000003 0.64600000000000013 1445.6034035550294 2.8500000000000001 0.22500000000000003
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=-0.012629938569060448 -0.0063474704798223772 0.0001508824975233331 0.0040424464043276979 -0.0097285270912774949 0.0055663197603834985 -0.0012452213933884795 0.0027606150321004184
leaf_weight=16.725240111351017 17.215521931648254 3276.3127700388432 103.51400581002235 22.30230388045311 63.51442077755928 1344.1334570199251 4.2892627120017996
leaf_count=52 47 9133 294 63 176 3777 13
internal_value=-0.000192457 0.000209776 0.000270077 -0.00113772 0.00302541 -0.0013837 -0.00948742
internal_weight=4848.01 3400.84 3379.83 1447.17 80.7299 1366.44 21.0145
internal_count=13555 9492 9427 4063 223 3840 65
is_linear=0
shrinkage=0.0168881


Tree=605
num_leaves=8
num_cat=0
split_feature=39 109 123 2 141 27 95
split_gain=10.7181 10.4305 9.01277 6.45729 4.97331 7.15528 5.66635
threshold=0.35840186750227548 5.5000000000000009 2.2565000000000004 -24.030086670329975 -0.97349999999999992 0.5926785714285715 -15.749999999999996
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=-0.00068745173728473657 -0.00030673205714095683 0.00052927872068397267 0.0070601498241074385 0.020360916545283877 0.0078603408211808702 -0.013757921979337879 0.0016377470843564246
leaf_weight=2349.0044374391437 126.34478855133057 8.1298914700746554 43.618570163846016 11.051875859498976 43.50591966509819 12.384809374809263 1028.0498989224434
leaf_count=9715 377 28 149 43 119 36 3088
internal_value=0.000204026 -0.000446746 -0.000546199 0.011957 0.00150088 -0.00150776 0.00189041
internal_weight=3622.09 2411.8 2392.62 19.1818 1210.29 138.73 1071.56
internal_count=13555 9935 9864 71 3620 413 3207
is_linear=0
shrinkage=0.0168881


Tree=606
num_leaves=8
num_cat=0
split_feature=96 99 102 145 7 104 122
split_gain=11.3921 11.3772 11.3123 8.4196 7.46139 6.1693 5.62897
threshold=2.5000000000000004 0.64495798319327746 0.14350000000000002 0.83785000000000009 28.494362616415632 1.1395000000000002 2.8945000000000003
decision_type=2 2 2 2 2 2 2
left_child=2 4 6 -3 -2 -4 -1
right_child=1 3 5 -5 -6 -7 -8
leaf_value=-0.00012144243493660556 0.00012335728286002714 0.0022698503225448089 -0.003377201804894129 -0.0014713520717308734 -0.0032923324509703204 0.004813180936098004 0.013272570397713221
leaf_weight=934.77128960192204 1207.6853472739458 1220.9463693350554 553.22416692227125 199.60839895904064 214.84809643030167 27.53246445953846 9.0351983904838544
leaf_count=2921 3765 3602 1952 595 601 93 26
internal_value=4.34658e-05 0.000675066 -0.00113436 0.00174414 -0.000392504 -0.00298887 6.75774e-06
internal_weight=4367.65 2843.09 1524.56 1420.55 1422.53 580.757 943.806
internal_count=13555 8563 4992 4197 4366 2045 2947
is_linear=0
shrinkage=0.0168881


Tree=607
num_leaves=8
num_cat=0
split_feature=99 91 133 28 51 84 34
split_gain=5.92603 6.95484 6.1628 5.96754 5.19161 3.85776 3.56842
threshold=0.18333333333333332 0.27875000000000005 0.41450000000000004 3.4722222222222228 1.1050000000000002 0.023256302521008354 1.3250000000000004
decision_type=2 2 2 2 2 2 2
left_child=2 3 6 -2 -4 -3 -1
right_child=1 5 4 -5 -6 -7 -8
leaf_value=0.0038171426700851531 0.00083122791411114759 -0.0025220014016796677 0.0044247717880082681 -0.00057586084575880672 -0.00040330174742419914 -0.0092474608060735645 0.023778541283388438
leaf_weight=4.5581341683864576 1169.82781457901 138.51915049552917 114.19375705718994 3241.9213987290859 143.12980636954308 29.512551859021187 5.8195114731788635
leaf_count=13 3241 386 330 9089 395 85 16
internal_value=-0.000188428 -0.000331193 0.00225388 -0.000202749 0.00173918 -0.0037034 0.0150136
internal_weight=4847.48 4579.78 267.701 4411.75 257.324 168.032 10.3776
internal_count=13555 12801 754 12330 725 471 29
is_linear=0
shrinkage=0.0168881


Tree=608
num_leaves=8
num_cat=0
split_feature=42 110 27 123 27 143 26
split_gain=14.1933 8.55948 8.44799 8.23843 5.09694 8.45236 6.10052
threshold=3.1050000000000004 33.45000000000001 0.51816666666666678 0.40850000000000003 0.51472222222222241 -0.21799999999999997 0.47707142857142859
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=-0.0014265294569191607 0.010420564662411022 0.026820685423108503 -0.0054276927900311 -0.0010920594445127988 -0.00065889056526770198 0.0032431523727410377 0.0013391580882475057
leaf_weight=336.45931133627892 17.91043097525835 6.2013803869485837 3.6967695206403732 1734.9091647043824 214.28255374729633 606.22678120434284 702.19233070313931
leaf_count=1070 81 28 15 7554 675 1836 2296
internal_value=0.000199767 -0.000885959 0.0147742 -0.000974407 0.00122918 0.00222407 0.000443222
internal_weight=3621.88 1762.72 9.89815 1752.82 1859.16 820.509 1038.65
internal_count=13555 7678 43 7635 5877 2511 3366
is_linear=0
shrinkage=0.0168881


Tree=609
num_leaves=8
num_cat=0
split_feature=96 99 102 123 31 7 46
split_gain=11.0945 11.1001 11.0621 7.95179 7.48324 7.301 5.17499
threshold=2.5000000000000004 0.64495798319327746 0.14350000000000002 0.93950000000000011 0.59175084175084181 28.494362616415632 4.3750000000000009
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=0.0036362703858059263 0.00012062366375985653 0.0016012213809762626 -0.0026106643606163462 -0.00065507485676888604 0.014294263851732047 -0.0032584961006580943 -0.010315606775941105
leaf_weight=145.62313397228718 1207.7265180498362 1407.6849165409803 553.90292082726955 798.08027656376362 13.373302191495894 214.79554915428162 26.032755129039288
leaf_count=441 3765 4158 1949 2506 39 601 96
internal_value=4.19139e-05 0.000664998 -0.00112094 7.09859e-06 0.00172069 -0.000389594 -0.00295658
internal_weight=4367.22 2843.58 1523.64 943.703 1421.06 1422.52 579.936
internal_count=13555 8563 4992 2947 4197 4366 2045
is_linear=0
shrinkage=0.0168881


Tree=610
num_leaves=8
num_cat=0
split_feature=28 131 141 34 123 79 96
split_gain=5.41711 9.13626 8.45187 6.40602 6.27875 6.18597 5.24953
threshold=3.4722222222222228 1.0500000000000003 -0.092499999999999985 2.1550000000000007 1.7735000000000001 2.4204709237934856 8.5000000000000018
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=0.0022050762001583489 0.0030285263964432364 -0.0019497148770272665 0.0016380601448809581 -0.0017303880902888515 0.016288668039417819 -0.00029319235684715134 0.015677178555686504
leaf_weight=523.14721176028252 171.6060526072979 442.49047863483429 324.67317010462284 1027.1419733464718 9.1873312294483167 2343.7702725082636 4.9643062949180594
leaf_count=1438 473 1233 905 2860 26 6606 14
internal_value=-0.000184563 0.000748259 -0.000431292 -0.000526278 0.00244819 -6.65654e-05 -0.00164663
internal_weight=4846.98 1299.5 767.164 3547.48 532.335 2515.38 1032.11
internal_count=13555 3602 2138 9953 1464 7079 2874
is_linear=0
shrinkage=0.0168881


Tree=611
num_leaves=8
num_cat=0
split_feature=34 109 123 2 95 109 138
split_gain=11.1077 11.7041 7.13966 6.15712 5.76257 7.32204 5.52585
threshold=2.4850000000000008 5.5000000000000009 0.40850000000000003 -24.030086670329975 -15.749999999999996 1.5000000000000002 9.5000000000000018
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=0.0093783237783784043 0.01101940232583567 0.0020709032515880141 -0.00058647667196348122 0.020505993464286221 0.0026430984024720851 -0.0002666615169607707 -0.0014206362214672108
leaf_weight=20.674399018287659 34.297181099653244 9.4166144430637377 2527.0526971518993 11.458715274929999 568.98853115737438 435.35992139577866 14.48038139939308
leaf_count=90 94 32 10269 44 1704 1282 40
internal_value=0.000196454 -0.000402402 -0.000505603 0.0121914 0.0016571 0.00138177 0.00732589
internal_weight=3621.73 2568.6 2547.73 20.8753 1053.13 1004.35 48.7776
internal_count=13555 10435 10359 76 3120 2986 134
is_linear=0
shrinkage=0.0168881


Tree=612
num_leaves=8
num_cat=0
split_feature=85 123 30 1 36 95 93
split_gain=7.52763 7.21838 7.68503 5.72417 5.69461 7.30789 5.07243
threshold=-0.024355716878402846 1.4525000000000003 0.16990566037735846 1626.3744096538592 6.2150000000000007 8.25 11.400000000000002
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=-0.0009211057964408528 -0.00088965729548357594 0.0013812613933032836 -0.0049066200797644706 -0.0074445759948211388 0.0043729748498040517 -0.00069254585898370549 0.00058287650923100542
leaf_weight=348.75103753805161 961.20897828787565 280.2465063482523 228.35037209093571 22.652084857225418 211.09469935297966 132.02246031165123 2181.1515531241894
leaf_count=1113 3142 903 704 89 580 369 6640
internal_value=5.63363e-06 -0.00139004 -0.00249816 0.00072114 0.000358015 0.00242383 0.000132439
internal_weight=4365.48 880 577.101 302.899 3485.48 343.117 3142.36
internal_count=13540 2809 1817 992 10731 949 9782
is_linear=0
shrinkage=0.0168881


Tree=613
num_leaves=5
num_cat=0
split_feature=91 56 134 12
split_gain=7.83881 6.31003 6.21055 5.69574
threshold=0.48916666666666669 1.8150000000000002 1.2500000000000002 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=-0.00090436036430717253 0.022821534928837758 -0.00073877050978845519 0.019064016240991386 0.00093916784281485467
leaf_weight=587.90978060662746 4.3522804677486411 1683.4689907729626 4.5287433862686148 2556.1615283191204
leaf_count=1644 12 4769 13 7102
internal_value=0.000167677 0.000147266 -0.000685624 0.000594439
internal_weight=4836.42 4832.07 1688 3144.07
internal_count=13540 13528 4782 8746
is_linear=0
shrinkage=0.0168881


Tree=614
num_leaves=5
num_cat=0
split_feature=77 85 42 105
split_gain=7.21623 6.74105 5.65228 3.43383
threshold=3.9666666666666672 0.47230769230769221 5.7150000000000007 0.14250000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-2.7931874990453852e-05 0.015877413768885382 -0.00076300170843554679 -0.0030150364965164495 -0.010812141954407217
leaf_weight=3368.1352401003242 7.9135031998157492 15.524858072400091 190.91202388703823 25.863634392619133
leaf_count=12082 22 79 1227 130
internal_value=-0.000231567 -0.000266981 -0.000188171 -0.00704332
internal_weight=3608.35 3600.44 3559.05 41.3885
internal_count=13540 13518 13309 209
is_linear=0
shrinkage=0.0168881


Tree=615
num_leaves=8
num_cat=0
split_feature=31 8 31 126 137 135 29
split_gain=6.17121 9.27576 8.58128 6.75472 6.38776 6.37082 6.22369
threshold=0.59175084175084181 1.8619047619047622 0.40682870370370378 1.7890000000000004 7.0500000000000007 0.053500000000000013 2.0500000000000003
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=0.0037638603670627859 -0.0076757091578935326 0.021365846280752707 -0.0017288944537585179 0.0060878835523039219 0.0047482857024949325 -0.013034878956103326 -9.7216374373156416e-05
leaf_weight=122.61434651911259 18.076664805412292 12.923777565360071 33.609793409705162 23.248873367905617 13.487393885850905 24.640514805912971 4116.353664919734
leaf_count=365 55 38 104 78 39 75 12786
internal_value=5.71958e-06 0.00506348 -7.40001e-05 6.67945e-05 0.0128808 -0.0065119 1.44617e-05
internal_weight=4364.96 67.7367 4297.22 41.3255 26.4112 58.2503 4238.97
internal_count=13540 210 13330 133 77 179 13151
is_linear=0
shrinkage=0.0168881


Tree=616
num_leaves=5
num_cat=0
split_feature=91 86 145 85
split_gain=7.63006 6.84174 7.67545 4.84931
threshold=0.48916666666666669 2.864250614250615 0.13980000000000004 -0.47050505050505048
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.0055878212179275083 0.022479239822050079 0.019874703549433451 -0.0013861897758884064 0.00036563541896120818
leaf_weight=51.373791217803955 4.3664032816886893 4.871446728706359 815.70911668241024 3960.0874888896942
leaf_count=140 12 14 2350 11024
internal_value=0.000165271 0.000145102 -0.00125994 0.000432521
internal_weight=4836.41 4832.04 820.581 4011.46
internal_count=13540 13528 2364 11164
is_linear=0
shrinkage=0.0168881


Tree=617
num_leaves=5
num_cat=0
split_feature=9 85 42 105
split_gain=7.04751 6.61585 5.50219 3.3955
threshold=3.9666666666666672 0.47230769230769221 5.7150000000000007 0.14250000000000002
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-2.7732278175289391e-05 0.015686766807519476 -0.00075286014524969319 -0.0029791394115302877 -0.010761317045867465
leaf_weight=3368.0234740823507 7.9177558720111838 15.514179877936838 190.33459865301847 25.679884366691113
leaf_count=12082 22 79 1227 130
internal_value=-0.000228501 -0.000263517 -0.000185608 -0.00699263
internal_weight=3607.47 3599.55 3558.36 41.1941
internal_count=13540 13518 13309 209
is_linear=0
shrinkage=0.0168881


Tree=618
num_leaves=8
num_cat=0
split_feature=85 2 147 130 6 27 48
split_gain=7.36233 8.90046 6.66901 6.48412 6.34408 5.94873 2.71484
threshold=-0.024355716878402846 289.72889284509807 0.41302710676091753 0.41450000000000004 1454.5070220300522 0.39050000000000007 2.4250000000000003
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=0.0057380660644457578 0.019424313210367593 -0.0083576184334390857 0.011409328363950455 -0.0014160816847308439 0.00063214034744076171 -0.0014841158564417841 -0.0270453752860032
leaf_weight=33.841602429747581 4.2882767915725699 4.2263022065162641 15.663449883460997 595.15141667425632 2870.0466611012816 836.81344431638718 4.6755741834640503
leaf_count=101 14 12 44 1873 8800 2683 13
internal_value=5.48801e-06 -0.00137518 0.000353938 -0.00126695 0.000690648 -0.00120337 -0.0181763
internal_weight=4364.71 879.557 3485.15 599.44 2885.71 870.655 8.90188
internal_count=13540 2809 10731 1887 8844 2784 25
is_linear=0
shrinkage=0.0168881


Tree=619
num_leaves=5
num_cat=0
split_feature=91 86 136 144
split_gain=7.43485 6.6924 9.32392 7.51696
threshold=0.48916666666666669 2.864250614250615 8.0500000000000025 -0.0065499999999999994
decision_type=2 2 2 2
left_child=1 3 -3 -1
right_child=-2 2 -4 -5
leaf_value=0.0049637396108076935 0.022157377364238718 -0.002611771383745117 0.0011283127507563347 0.00030915435171297744
leaf_weight=101.52656687796116 4.3790995776653281 521.02690351009369 299.31065019965172 3910.257907897234
leaf_count=283 12 1503 861 10881
internal_value=0.000162684 0.000142745 -0.00124712 0.000426955
internal_weight=4836.5 4832.12 820.338 4011.78
internal_count=13540 13528 2364 11164
is_linear=0
shrinkage=0.0168881


Tree=620
num_leaves=5
num_cat=0
split_feature=9 85 42 102
split_gain=6.88309 6.50546 5.3928 4.88965
threshold=3.9666666666666672 0.47230769230769221 5.7150000000000007 0.80550000000000022
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-2.6183990537163689e-05 0.015500493419803814 -0.0010367657757641897 -0.0029513384389206229 -0.012700792486458423
leaf_weight=3367.8097350820899 7.9209788739681235 20.238270230591297 189.89111671596766 20.780747503042221
leaf_count=12082 22 95 1227 114
internal_value=-0.000224808 -0.000259428 -0.00018232 -0.00694654
internal_weight=3606.64 3598.72 3557.7 41.019
internal_count=13540 13518 13309 209
is_linear=0
shrinkage=0.0168881


Tree=621
num_leaves=7
num_cat=0
split_feature=85 9 23 95 111 42
split_gain=8.07245 7.11108 6.73271 5.30123 4.79793 1.69329
threshold=0.23268065268065263 3.4833333333333338 5.8333333333333348 -6.7499999999999973 32.800000000000004 2.9450000000000007
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=-0.00026926406307730305 -0.0045622250974217352 -0.014598877352237269 -0.014503256097810174 0.004490904513132791 -0.010093837951186497 -0.0043226074037149018
leaf_weight=4106.9429341107607 20.52129340171814 11.740130409598352 6.049963951110839 182.34874279797077 14.226217970252035 7.5049784481525412
leaf_count=12764 70 49 18 518 49 23
internal_value=-0.00018758 -0.000351019 0.00305136 0.00357501 -0.000303185 -0.0105928
internal_weight=4349.33 4140.41 208.92 202.87 4121.17 19.2451
internal_count=13491 12885 606 588 12813 72
is_linear=0
shrinkage=0.0168881


Tree=622
num_leaves=7
num_cat=0
split_feature=141 127 48 148 99 102
split_gain=5.86364 7.47755 6.04718 5.79506 9.01348 5.69133
threshold=-2.3664999999999998 2.0500000000000003 1.6250000000000002 0.17399267399267399 0.82971014492753636 2.1120000000000005
decision_type=2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5
right_child=3 2 -4 5 -6 -7
leaf_value=-0.009804972959318644 0.0079620289552977137 0.0014647842524443449 0.020045900275530399 -0.00012734911438767212 -0.003744000171285507 0.0033566271035835359
leaf_weight=5.3148462474346188 60.804655581712723 8.3145343363285082 12.525047659873961 4569.895295932889 27.127499297261238 137.76062023639679
leaf_count=15 172 23 34 12767 78 402
internal_value=9.83357e-05 0.00807297 0.0126337 5.48377e-05 0.00435038 -2.53918e-05
internal_weight=4821.74 26.1544 20.8396 4795.59 87.9322 4707.66
internal_count=13491 72 57 13419 250 13169
is_linear=0
shrinkage=0.0168881


Tree=623
num_leaves=7
num_cat=0
split_feature=100 3 42 99 148 140
split_gain=6.11631 5.79315 5.55801 7.48622 5.36203 3.08374
threshold=0.29000000000000009 1334.045468435196 4.8150000000000004 0.76696832579185525 0.25001118310045645 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.011505782473609298 0.0014598104673307927 -0.0058395539201986923 6.3403683780854925e-05 -0.0047959319629766644 -3.3861845593698821e-05 0.0020532539655660877
leaf_weight=6.7225004732608786 1027.9873033314943 93.146913409233093 254.21039985865355 140.33182478696108 2057.1049265563488 16.635136693716049
leaf_count=22 3535 332 1446 812 7288 56
internal_value=9.50112e-05 -0.00371128 0.00022246 -0.00166492 0.000463839 -0.00464334
internal_weight=3596.14 116.505 3479.63 394.542 3085.09 109.782
internal_count=13491 410 13081 2258 10823 388
is_linear=0
shrinkage=0.0168881


Tree=624
num_leaves=7
num_cat=0
split_feature=85 9 23 130 112 37
split_gain=7.89453 6.99293 6.58836 6.64564 5.4371 2.10975
threshold=0.23268065268065263 3.4833333333333338 5.8333333333333348 2.7890000000000001 0.86350000000000005 0.38654853223404212
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 -1 -3
right_child=2 5 -4 -5 -6 -7
leaf_value=-0.00023618866323993389 0.0043806550558177356 -0.014606480949997213 -0.014369716161350311 -0.0075192904461192705 -0.0063087263445261096 -0.0028111303873127897
leaf_weight=4078.1236743032932 188.50320208072662 12.523435950279238 6.0346511453390113 14.406169325113295 42.490758433938026 6.61510145664215
leaf_count=12689 547 52 18 41 124 20
internal_value=-0.000184462 -0.000346124 0.00301838 0.00353565 -0.000298813 -0.0105309
internal_weight=4348.7 4139.75 208.944 202.909 4120.61 19.1385
internal_count=13491 12885 606 588 12813 72
is_linear=0
shrinkage=0.0168881


Tree=625
num_leaves=8
num_cat=0
split_feature=137 138 5 11 115 80 109
split_gain=5.58051 5.94175 7.02674 5.5726 5.43254 5.18695 5.08059
threshold=14.850000000000003 2.5000000000000004 1528.4811650315762 3.2761904761904765 2.2680000000000002 0.035113324175824107 1.5000000000000002
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=0.0045742720965368019 0.0031469631674476946 -0.0021747908784236674 -0.0085835438898852826 0.004246490208303799 0.0029814611191283924 0.00022654479727199887 0.0219466615121288
leaf_weight=79.901764512062073 138.07795229554176 678.63334320485592 16.280378952622414 24.160955354571346 63.747801512479782 3815.3108708411455 5.7217693626880637
leaf_count=227 384 1898 48 70 179 10669 16
internal_value=9.686e-05 -0.00110513 0.00190956 0.000371478 -0.00173199 0.000315735 0.00763658
internal_weight=4821.83 896.739 154.358 3925.1 742.381 3895.21 29.8827
internal_count=13491 2509 432 10982 2077 10896 86
is_linear=0
shrinkage=0.0168881


Tree=626
num_leaves=8
num_cat=0
split_feature=85 85 143 14 134 36 91
split_gain=9.17311 5.87428 6.16036 5.61016 3.19722 3.73171 0.847953
threshold=0.47230769230769221 -0.85333333333333328 0.86450000000000016 0.29166666666666669 0.094500000000000015 3.6750000000000003 0.16041666666666668
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=0.010514556744668981 -0.013708655404267181 -0.0037543560159005659 -0.0077354924462388871 0.00023255062119295505 0.0044772558636628568 -0.01265575952689758 -0.0065251673279601193
leaf_weight=28.192861184477806 17.824258185923103 103.71637481451035 6.4877354204654685 3418.0160141140223 9.6194634288549405 5.8180213719606391 6.3801754713058463
leaf_count=86 92 358 19 12823 40 42 31
internal_value=9.31859e-05 0.000183246 0.00709977 0.000115127 -0.00798575 -0.00197828 -0.0118162
internal_weight=3596.05 3556.41 34.6806 3521.73 39.6419 15.4375 24.2044
internal_count=13491 13286 105 13181 205 82 123
is_linear=0
shrinkage=0.0168881


Tree=627
num_leaves=8
num_cat=0
split_feature=112 77 56 26 105 142 48
split_gain=5.95571 5.44542 5.66592 4.37349 4.83599 3.02812 2.15926
threshold=0.86350000000000005 3.433333333333334 2.8050000000000002 0.54050000000000009 0.88450000000000017 0.045500000000000006 1.9150000000000003
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=-0.00011063270573664344 -0.0050577779986996987 -0.013755863227168789 0.010942567262357063 -0.0068232015183856262 0.010913194347268078 -0.017010824671955131 -0.00303010626467829
leaf_weight=4270.3832874000072 11.811101600527765 11.151343941688539 13.267740756273268 11.99489486217499 6.9100210368633261 12.397902816534041 10.309277281165121
leaf_count=13245 35 42 39 34 20 37 39
internal_value=-0.000181464 -0.00011891 -7.63913e-05 -0.00642709 -0.00033894 -0.0111803 -0.00860464
internal_weight=4348.23 4305.11 4283.65 43.1139 18.9049 24.209 21.4606
internal_count=13491 13365 13284 126 54 72 81
is_linear=0
shrinkage=0.0168881


Tree=628
num_leaves=8
num_cat=0
split_feature=137 27 27 133 143 110 147
split_gain=5.45955 6.48329 6.29999 5.70194 5.06801 4.59121 4.39599
threshold=14.850000000000003 0.61354166666666676 0.52612500000000006 3.1055000000000006 1.6585000000000003 3.4500000000000006 0.44292175993420807
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=0.00019138549385466346 -0.00057867113360523452 0.014738380125180682 -0.0040607728871512264 0.0021666344321597747 0.0033856268836601226 0.015999990166622357 0.00041918145955851263
leaf_weight=3750.0217979550362 682.8095498085022 12.063457936048509 189.27626088261604 16.402630761265758 147.22950676083565 11.74677127599716 12.407594621181486
leaf_count=10482 1908 34 532 47 419 34 35
internal_value=9.51893e-05 -0.00109386 -0.00133445 0.000366773 0.000312063 0.00794026 0.00747917
internal_weight=4821.96 896.557 872.086 3925.4 3897.25 28.1494 24.4711
internal_count=13491 2509 2440 10982 10901 81 69
is_linear=0
shrinkage=0.0168881


Tree=629
num_leaves=7
num_cat=0
split_feature=100 141 3 42 140 103
split_gain=5.91583 5.66615 5.65648 5.25157 3.02879 2.11831
threshold=0.29000000000000009 -2.3664999999999998 1334.045468435196 4.8150000000000004 1.0000000180025095e-35 0.99950000000000017
decision_type=2 2 2 2 2 2
left_child=2 5 -1 -3 -4 -2
right_child=1 3 4 -5 -6 -7
leaf_value=0.011354943525702512 -0.0145069225423627 0.00049596864725004691 -0.0057707666135174982 -0.0015803241717470566 0.002054358029435844 -0.00054125101006616868
leaf_weight=6.7424745559692374 10.197615370154379 3073.6023960411549 92.827371597290039 391.71180703490973 16.630548074841499 4.4543909877538672
leaf_count=22 46 10775 332 2244 56 16
internal_value=9.17703e-05 0.000216943 -0.00365668 0.000261262 -0.00458163 -0.0102629
internal_weight=3596.17 3479.97 116.2 3465.31 109.458 14.652
internal_count=13491 13081 410 13019 388 62
is_linear=0
shrinkage=0.0168881


Tree=630
num_leaves=8
num_cat=0
split_feature=96 99 102 143 141 100 121
split_gain=9.10868 9.30066 7.51735 7.64507 5.92326 5.39413 4.75875
threshold=2.5000000000000004 0.6858552631578948 0.14350000000000002 1.6025000000000003 2.0690000000000004 3.4500000000000006 1.1055000000000004
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=0.00022670217564138361 -5.041517066002423e-05 0.0016752937736702023 -0.00036695140560190408 -0.0077019254817356827 0.0108191136172625 -0.010439416709912556 -0.0036257603743924081
leaf_weight=922.3531756401062 1729.1879749298096 1080.880932494998 193.42843978106976 36.040684446692467 20.591319397091866 14.37233719229698 376.78972272574902
leaf_count=2863 5300 3164 653 129 58 42 1362
internal_value=6.64594e-05 0.000631393 -0.000984971 -7.14325e-05 0.00184626 -0.000136068 -0.00252036
internal_weight=4373.64 2845.03 1528.61 958.394 1101.47 1743.56 570.218
internal_count=13571 8564 5007 2992 3222 5342 2015
is_linear=0
shrinkage=0.0168881


Tree=631
num_leaves=8
num_cat=0
split_feature=144 11 127 98 149 127 142
split_gain=5.95783 6.8507 7.36432 6.40541 5.31891 7.21543 5.60754
threshold=-0.0065499999999999994 0.96666666666666667 0.89450000000000018 0.71825396825396837 0.50351689060415483 1.7320000000000002 -2.3034999999999997
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=0.0069159525883287741 0.0013595401809942246 0.0020635543744370768 -0.0080169605660895989 0.010145103086892789 0.007138014979144295 -0.0027757439380913635 -0.00047838758602133957
leaf_weight=14.6655977666378 1055.9488922208548 68.598827287554741 26.323483616113663 47.242114499211311 27.789964348077774 135.81686490774155 3473.8889626115561
leaf_count=41 2910 195 74 133 79 385 9754
internal_value=2.19299e-05 0.00325991 -0.00267347 0.00535959 -8.62612e-05 0.000888251 -0.000417935
internal_weight=4850.27 156.83 40.9891 115.841 4693.44 1191.77 3501.68
internal_count=13571 443 115 328 13128 3295 9833
is_linear=0
shrinkage=0.0168881


Tree=632
num_leaves=8
num_cat=0
split_feature=26 142 96 24 150 8 38
split_gain=8.23347 12.8822 9.56396 10.5791 9.24996 7.18176 5.27001
threshold=0.58436507936507953 -0.74899999999999989 2.5000000000000004 0.30952380952380959 0.51736867541544307 0.30952380952380959 0.26103324318871041
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=-0.0017433521041506205 0.015040718829073041 -0.0019440980610925154 -0.0083148916947931219 0.0019830075086039573 -0.0030194165758529903 -0.00048467923785208987 -0.0069337490592580858
leaf_weight=272.75457768887281 18.22197563201189 130.27824859321117 33.984726041555405 1068.4665274247527 14.540674969553946 1968.8299755305052 112.5392247736454
leaf_count=961 76 612 123 3728 66 7537 468
internal_value=-0.000109697 -0.00291548 0.000121519 0.00122519 0.00702458 -0.000617559 -0.00425677
internal_weight=3619.62 275.58 3344.04 1341.22 32.7627 2002.81 242.817
internal_count=13571 1222 12349 4689 142 7660 1080
is_linear=0
shrinkage=0.0168881


Tree=633
num_leaves=8
num_cat=0
split_feature=96 26 103 97 54 145 7
split_gain=8.79956 7.82296 6.84906 6.14737 6.90676 5.78392 5.58379
threshold=2.5000000000000004 0.57707142857142879 0.40050000000000008 2.5000000000000004 1.1950000000000001 0.47720000000000007 50.431034428372648
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=-0.0014456083395694406 0.0045112274588761979 0.0050599264583032939 -0.0047783374663024339 0.00094286395180853753 0.00075449318953239202 -0.00079392411062923667 0.0085113062799942185
leaf_weight=1386.050510443747 221.03451663255692 99.999268338084221 25.281972244381905 1303.7896908074617 378.80507333576679 942.00097392499447 16.251083731651306
leaf_count=4583 637 291 87 4008 1052 2867 46
internal_value=6.49875e-05 -0.000968955 0.00307435 0.000620034 0.00213885 0.000214354 -0.0013302
internal_weight=4373.21 1527.58 125.281 2845.63 599.84 2245.79 1402.3
internal_count=13571 5007 378 8564 1689 6875 4629
is_linear=0
shrinkage=0.0168881


Tree=634
num_leaves=8
num_cat=0
split_feature=86 39 144 11 147 90 27
split_gain=5.87187 11.0607 6.28756 7.67905 6.13312 5.10441 3.13704
threshold=3.6726190476190479 0.18027779718371531 -0.0065499999999999994 0.96666666666666667 0.48101277279174859 -0.037499999999999943 0.42387500000000006
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=-0.0028187106898931009 -0.00050139878246870649 0.0069447264210923251 -0.00021303858102407938 0.0057936461297021548 0.0018652302129382849 0.018944802099650843 -0.0083027720377408052
leaf_weight=40.286129474639893 8.3685037791728956 4.0947926491498938 4167.6373323500156 110.53376080095768 448.57817657291889 7.125768542289733 63.502542570233345
leaf_count=113 26 12 11624 312 1273 22 189
internal_value=2.2194e-05 -0.00442861 9.97788e-05 0.003493 -1.10786e-05 0.00844042 -0.00737875
internal_weight=4850.13 83.0916 4767.04 150.82 4616.22 15.4943 67.5973
internal_count=13571 249 13322 425 12897 48 201
is_linear=0
shrinkage=0.0168881


Tree=635
num_leaves=7
num_cat=0
split_feature=85 95 26 84 132 34
split_gain=9.30847 8.09295 7.728 6.91185 0.783486 0.0226876
threshold=0.65777777777777791 4.3499999999999988 0.58436507936507953 0.010192307692307601 1.9500000000000002 1.8750000000000002
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=0.00059392109430094441 -0.013001926325073987 -0.0025731598259348888 -0.0029446985419924756 0.0011852334302580542 -0.0048311400695987324 -0.014415471516217075
leaf_weight=2673.1627871915698 9.7913167402148265 551.5505511239171 188.42617628723383 186.82095770537853 3.6703958362340918 5.6720259487628928
leaf_count=9277 62 2521 752 918 18 23
internal_value=-0.000108279 -4.58305e-05 0.000360906 -0.00162219 -0.0118564 -0.0135222
internal_weight=3619.09 3599.96 2861.59 738.372 19.1337 15.4633
internal_count=13571 13468 10029 3439 103 85
is_linear=0
shrinkage=0.0168881


Tree=636
num_leaves=8
num_cat=0
split_feature=9 142 46 37 111 45 0
split_gain=6.69913 5.87245 9.10741 5.82495 5.41245 5.09909 1.08604
threshold=0.099999999999999964 -2.1259999999999999 3.9850000000000008 0.30746031156959158 7.4500000000000011 1.2150000000000001 1535.317458119606
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=-0.0078965560235334485 -0.0091459770640470069 -0.0013678280689709628 0.0086366709526134473 0.00043198880733295229 -0.0084829703293039412 0.014179907735845446 -0.018794736979708588
leaf_weight=3.5522056818008449 40.88334284722805 595.37330310791731 10.27800005674362 3700.4498940557241 7.9853188842535001 4.3868677169084549 9.9098290205001813
leaf_count=12 139 2336 32 10984 24 14 30
internal_value=6.38304e-05 0.000114794 -0.00557305 0.00018254 -0.00851058 -0.000445183 -0.0159211
internal_weight=4372.82 4346.98 51.1613 4295.82 25.8342 12.3722 13.462
internal_count=13571 13491 171 13320 80 38 42
is_linear=0
shrinkage=0.0168881


Tree=637
num_leaves=8
num_cat=0
split_feature=141 141 133 144 52 132 149
split_gain=6.46618 13.1597 9.23754 7.63965 10.0524 7.46198 6.94408
threshold=-0.6379999999999999 -0.32499999999999996 1.2930000000000004 0.012550000000000002 3.1750000000000003 0.31650000000000006 0.50351689060415483
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=-0.0089704850942715249 0.00056014192742774593 0.0014590944586561571 -0.00399981382750787 0.010970449185262731 -0.010257283918502915 0.0010731751628901907 -0.00034336189407236262
leaf_weight=21.545537263154984 182.38765950500965 823.7229822576046 414.97099505364895 41.302757203578949 7.5196978598833075 1013.4174900203943 2345.1691220551729
leaf_count=61 504 2277 1161 118 23 2823 6604
internal_value=2.25269e-05 -0.000308257 -0.00260751 0.00117205 0.00770039 0.000864064 0.000125162
internal_weight=4850.04 3766.25 597.359 1083.79 48.8225 1034.96 3168.89
internal_count=13571 10546 1665 3025 141 2884 8881
is_linear=0
shrinkage=0.0168881


Tree=638
num_leaves=8
num_cat=0
split_feature=95 6 26 134 99 49 130
split_gain=7.98576 8.20917 9.38423 7.03478 5.00663 5.65103 5.6398
threshold=4.3499999999999988 1485.1782059621762 0.58436507936507953 0.41100000000000009 0.86038961038961048 4.3150000000000004 2.7890000000000001
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=0.0036179024199823628 -0.00077600851671081022 0.00025056795378256127 -0.0038127046112902837 -0.0048746508737652688 -0.006576492511291894 0.013210819471968031 -0.0073158284334673565
leaf_weight=295.52720102667809 619.35865090787411 2374.9368956685066 173.98617418110371 30.707006514072418 79.5814463570714 4.3399517238140097 40.042101979255676
leaf_count=1143 2852 8138 689 123 393 19 214
internal_value=-0.000107338 0.000296054 -2.67765e-05 0.00281846 -0.00166768 -0.00555288 -0.00117318
internal_weight=3618.48 2875.16 2548.92 326.234 743.322 83.9214 659.401
internal_count=13571 10093 8827 1266 3478 412 3066
is_linear=0
shrinkage=0.0168881


Tree=639
num_leaves=7
num_cat=0
split_feature=124 124 77 133 137 148
split_gain=6.44363 10.4251 5.9472 4.80097 4.73322 3.45313
threshold=3.2250000000000005 3.1000000000000005 3.433333333333334 0.76400000000000012 4.8500000000000005 0.18605733897494806
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=-9.6717598851120767e-05 0.0090266528581529806 0.019744099841415324 -0.0091364116272523964 0.0043126725162518894 0.0050571353455462755 -0.010364313555025886
leaf_weight=4234.3454819917679 5.0520107001066199 9.7956065535545367 20.85932082682848 5.2592921853065482 17.348668396472931 34.865502089262009
leaf_count=13118 17 32 80 17 61 123
internal_value=-0.000141419 -7.44794e-05 -0.000141037 -0.0064861 0.0103583 -0.00843993
internal_weight=4327.53 4282.35 4255.2 45.1768 27.1443 40.1248
internal_count=13448 13291 13198 157 93 140
is_linear=0
shrinkage=0.0168881


Tree=640
num_leaves=8
num_cat=0
split_feature=27 130 31 47 147 31 41
split_gain=6.01353 7.44909 6.35869 6.55701 6.01146 5.58443 3.82299
threshold=0.5238750000000002 0.41450000000000004 0.59175084175084181 1.7250000000000003 0.48101277279174859 0.31051221961834624 1.9350000000000003
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=0.00037575104665970536 -0.018454121037810876 -0.00082069178209181635 -0.0067909441719734712 0.0064481338117854522 0.0030485186807107266 0.0088645106331487894 -0.002005872183091837
leaf_weight=3066.6848264038563 10.246295273303987 1372.2813905328512 60.251791730523109 12.96378457546234 260.38835383951664 17.191646456718445 6.6491145789623252
leaf_count=8546 28 3855 175 35 740 49 20
internal_value=9.24259e-05 -0.000836392 0.000476595 -0.00444644 0.000584939 -0.00070084 -0.0119826
internal_weight=4806.66 1406.37 3400.29 73.2156 3327.07 1389.47 16.8954
internal_count=13448 3952 9496 210 9286 3904 48
is_linear=0
shrinkage=0.0168881


Tree=641
num_leaves=8
num_cat=0
split_feature=34 31 106 143 135 122 45
split_gain=7.14092 7.23838 7.24532 6.00322 5.43872 8.55883 5.68456
threshold=2.0050000000000003 0.11372875092387287 0.59050000000000014 0.40500000000000008 0.77800000000000014 1.1145000000000003 1.1950000000000001
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=-0.00043245057342086528 0.0071797145332751829 0.0013098096518279403 0.0013613674975906584 -0.00084069727769983541 0.021927498157440727 0.0017727972315544284 -0.003098257590046752
leaf_weight=1514.7182198613882 92.699043825268745 830.50854456424713 178.77801311016083 668.00292183458805 7.3379019498825064 33.205672428011894 268.60393816232681
leaf_count=6545 297 2619 575 2032 29 141 1210
internal_value=4.66659e-05 0.000810842 0.00334821 0.000351145 -0.000694923 0.00542127 -0.000833988
internal_weight=3593.85 1769.99 271.477 1498.51 1823.87 40.5436 1783.32
internal_count=13448 5523 872 4651 7925 170 7755
is_linear=0
shrinkage=0.0168881


Tree=642
num_leaves=8
num_cat=0
split_feature=145 124 124 15 9 3 145
split_gain=6.5248 7.40957 7.34992 6.19573 8.59675 4.97506 4.1192
threshold=0.66985000000000017 3.2250000000000005 3.1000000000000005 0.90000000000000013 2.5916666666666672 1358.9630669638234 0.53350000000000009
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=0.0002861965699480136 -0.0085178670658664791 -0.0091135133866525938 0.010277510473204139 0.00038276812557388399 0.015946520039045051 -0.0016566100224711885 0.0096595721401577343
leaf_weight=3080.2563490122557 31.225574642419815 33.387101769447327 21.143214464187622 277.81400093436241 10.50478847324848 869.10477297008038 3.7018565386533728
leaf_count=9579 98 120 74 850 32 2683 12
internal_value=-0.000138999 0.000264576 0.000354319 -0.00120461 0.000949925 -0.0018946 -0.00723906
internal_weight=4327.14 3138.49 3101.4 1188.65 288.319 900.33 37.089
internal_count=13448 9785 9653 3663 882 2781 132
is_linear=0
shrinkage=0.0168881


Tree=643
num_leaves=7
num_cat=0
split_feature=27 1 49 143 91 55
split_gain=5.8627 5.77538 8.06124 7.52069 5.72766 5.31987
threshold=0.5238750000000002 1618.428085210893 3.6550000000000007 -0.17699999999999996 0.46333333333333332 1.3650000000000004
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=-0.00086324550505856746 0.0002248648040962214 0.00010110631738607855 0.0081364301383654684 -0.0027290033499490518 0.016572496567116804 0.00078332723054679986
leaf_weight=706.80543206632137 420.61944888532162 354.39092390239239 39.587180435657501 591.54022197425365 6.288628250360488 2687.4975547045469
leaf_count=2008 1177 1018 106 1651 17 7471
internal_value=9.10209e-05 -0.000826184 0.000908568 -0.00150145 0.00047029 0.000440449
internal_weight=4806.73 1406.14 393.978 1012.16 3400.59 3394.3
internal_count=13448 3952 1124 2828 9496 9479
is_linear=0
shrinkage=0.0168881


Tree=644
num_leaves=7
num_cat=0
split_feature=85 8 34 148 28 137
split_gain=8.34421 6.93492 7.32452 6.7351 6.37342 3.46363
threshold=-0.61504643962848293 0.27619047619047621 2.4950000000000006 0.26335666023166027 2.5857142857142863 16.950000000000003
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=0.028723350332822542 -0.00044368003794947815 -0.00041425980886204423 0.0013104097038757461 -0.009418133081720818 0.0069370978228262738 -0.0086447109134527907
leaf_weight=3.591133549809455 52.514405384659767 2468.5810888782144 981.57105712592602 43.703980177640915 39.116316139698029 4.5395499467849723
leaf_count=11 174 10067 2903 158 120 15
internal_value=4.56176e-05 -4.83057e-05 7.6403e-05 -0.00452029 0.007096 0.00531623
internal_weight=3593.62 3546.37 3450.15 96.2184 47.247 43.6559
internal_count=13448 13302 12970 332 146 135
is_linear=0
shrinkage=0.0168881


Tree=645
num_leaves=8
num_cat=0
split_feature=145 124 124 15 99 55 145
split_gain=6.39307 7.26419 7.15777 6.06332 7.34432 4.08229 4.03831
threshold=0.66985000000000017 3.2250000000000005 3.1000000000000005 0.90000000000000013 0.73508771929824568 1.6850000000000003 0.53350000000000009
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=0.00028404670191957827 -0.0026593692353827827 -0.0090453657551306296 0.010125358628273214 -0.00093366448509052033 0.0048173370310289976 -0.00022538209598665555 0.0095218921572443535
leaf_weight=3080.3419046700001 609.737652733922 33.250697091221809 21.223473340272903 194.4712640941143 93.915705502033234 290.03951750695705 3.7126631736755362
leaf_count=9579 1861 120 74 597 285 920 12
internal_value=-0.000136724 0.000262693 0.000351398 -0.0011918 0.000939116 -0.00187481 -0.00717973
internal_weight=4326.69 3138.53 3101.57 1188.16 288.387 899.777 36.9634
internal_count=13448 9785 9653 3663 882 2781 132
is_linear=0
shrinkage=0.0168881


Tree=646
num_leaves=8
num_cat=0
split_feature=27 130 31 6 147 31 41
split_gain=5.71522 7.2931 6.20393 7.45952 5.88232 5.45636 3.75175
threshold=0.5238750000000002 0.41450000000000004 0.59175084175084181 1519.1249071074901 0.48101277279174859 0.31051221961834624 1.9350000000000003
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=0.00036395487609712306 -0.018278241030618238 -0.00080071408487077621 -0.0077772658386091589 0.0042198075521778147 0.0030069687910514852 0.0087657333001289108 -0.0019700947051362028
leaf_weight=3067.1052301824093 10.219914525747301 1371.7443263679743 52.545334249734879 20.564556360244751 260.57534790039062 17.21739187836647 6.6416201889514914
leaf_count=8546 28 3855 152 58 740 49 20
internal_value=8.95814e-05 -0.000816152 0.000464002 -0.00440236 0.000570925 -0.000682111 -0.0118562
internal_weight=4806.61 1405.82 3400.79 73.1099 3327.68 1388.96 16.8615
internal_count=13448 3952 9496 210 9286 3904 48
is_linear=0
shrinkage=0.0168881


Tree=647
num_leaves=7
num_cat=0
split_feature=85 95 77 142 28 143
split_gain=8.13822 6.37741 7.92557 6.30202 6.16348 5.24094
threshold=-0.61504643962848293 -9.7499999999999964 1.8916666666666668 -2.1259999999999999 2.5857142857142863 -0.20699999999999999
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=0.028184468191561111 0.003748783990284916 0.0061360679654257943 -0.0017987471849026436 -0.00037369336339019448 -0.0038927161939304373 0.0089873023201921115
leaf_weight=3.6181710809469214 248.25088711082935 42.992668509483337 104.30734393000603 3150.3855206146836 12.694633483886717 31.026328444480896
leaf_count=11 728 146 297 12131 40 95
internal_value=4.47938e-05 -4.80633e-05 0.00210743 -0.000286044 0.00700074 0.00524695
internal_weight=3593.28 3545.94 352.558 3193.38 47.3391 43.721
internal_count=13448 13302 1025 12277 146 135
is_linear=0
shrinkage=0.0168881


Tree=648
num_leaves=8
num_cat=0
split_feature=85 145 120 5 0 37 11
split_gain=9.13262 6.07497 6.46389 6.04811 5.40969 4.31234 4.30348
threshold=-0.29715517241379302 0.73755000000000015 1.7890000000000004 1459.9022967877056 1497.9047642122 0.6374214186475945 2.378571428571429
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=-0.0015718626981436837 -0.0073504209250555789 -0.001954924708187583 0.0013898650653818942 0.00046430695944875671 -0.0079142452576470672 0.0018692800207071813 0.013953648664652468
leaf_weight=67.548798263072968 28.494051165878773 695.96528880298138 215.89810387790203 3236.9109595119953 85.337122052907944 15.122611969709395 5.5068549364805213
leaf_count=243 112 2158 643 10012 288 41 18
internal_value=-0.000101921 5.57686e-05 -0.00116297 0.000396107 -0.00389833 -0.00644125 -0.00040119
internal_weight=4350.78 4177.27 911.863 3265.41 173.515 100.46 73.0557
internal_count=13515 12925 2801 10124 590 329 261
is_linear=0
shrinkage=0.0168881


Tree=649
num_leaves=8
num_cat=0
split_feature=135 92 146 30 6 144 143
split_gain=6.61785 6.20403 6.51733 6.08585 5.88065 5.28639 3.49023
threshold=-0.73799999999999988 0.35208333333333336 0.0014500000000000001 0.36103448275862077 1488.0531103287774 -0.0065499999999999994 -0.61049999999999993
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=0.0045612168211144489 0.0030021525462242786 0.0064982679358111025 -0.0046759952658867966 -0.0042932964074814291 0.00472394175705345 -0.00035111540712671173 0.02824660219289829
leaf_weight=106.55295592546463 138.30089528858662 4.1239655017852783 27.380547150969505 24.742434442043304 123.94720840454102 4399.3454777300358 4.3057408928871137
leaf_count=298 389 12 79 73 351 12301 12
internal_value=-2.97599e-05 0.00355733 0.00267263 -0.000138735 0.00322328 -0.000248907 0.0176103
internal_weight=4828.7 142.363 133.934 4686.34 148.69 4537.65 8.42971
internal_count=13515 401 377 13114 424 12690 24
is_linear=0
shrinkage=0.0168881


Tree=650
num_leaves=8
num_cat=0
split_feature=42 7 37 111 95 102 132
split_gain=5.83181 6.83248 11.4829 5.55662 5.434 7.58455 4.52777
threshold=5.9450000000000012 58.076687155177872 0.73913705959898401 10.050000000000002 -17.249999999999993 1.2865000000000002 1.9500000000000002
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=0.0080356883767432746 -0.0064578747384129494 -0.0020678566910835266 0.025421321591061675 0.00061209259508160363 0.00047442783590428218 -0.015195585609508662 -0.0013435606384091716
leaf_weight=44.110900491476059 99.570943787693977 14.454466782510282 6.1889542788267127 46.509623780846596 2934.8663858771324 4.4079264700412741 450.72118352353573
leaf_count=122 674 106 40 298 10758 12 1505
internal_value=0.000163063 -0.00292146 0.00617248 -0.00420675 0.000312822 0.00592456 0.000232393
internal_weight=3600.83 166.724 20.6434 146.081 3434.11 48.5188 3385.59
internal_count=13515 1118 146 972 12397 134 12263
is_linear=0
shrinkage=0.0168881


Tree=651
num_leaves=8
num_cat=0
split_feature=85 145 141 14 95 41 103
split_gain=8.94632 5.93949 7.38637 6.44376 4.46024 3.87482 2.89546
threshold=-0.29715517241379302 0.73755000000000015 0.73550000000000015 0.36666666666666675 -12.749999999999996 2.0650000000000004 1.2755000000000003
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=-0.0011889652741891943 0.0049536330735448914 -0.0019386709094872021 0.0017811705002068212 0.00026826853293942528 -0.0058755649404428657 -3.4770269124635555e-05 0.023502585167745296
leaf_weight=2.6917018145322791 85.982075840234756 718.27428650856018 193.18928642570972 3179.5711383447051 123.92452150583267 43.871106177568436 2.7226546406745911
leaf_count=13 295 2223 578 9829 427 137 13
internal_value=-0.000100759 5.5191e-05 -0.0011502 0.000391642 -0.00386169 -0.0043486 0.0112233
internal_weight=4350.23 4177.02 911.464 3265.55 173.21 167.796 5.41436
internal_count=13515 12925 2801 10124 590 564 26
is_linear=0
shrinkage=0.0168881


Tree=652
num_leaves=5
num_cat=0
split_feature=10 134 52 126
split_gain=5.39391 4.44741 5.58304 4.72477
threshold=4.3000000000000007 -0.85849999999999993 2.4550000000000005 0.88200000000000012
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=-0.0089057109102002995 0.014464978418753122 -0.0013630222806659004 -0.0003604910700151006 0.00022624653273894634
leaf_weight=36.112615719437599 7.3118006885051718 612.94701878726482 55.061993479728699 4117.1582537591457
leaf_count=101 20 1711 158 11525
internal_value=-2.89235e-05 -5.09102e-05 -0.00374538 2.02971e-05
internal_weight=4828.59 4821.28 91.1746 4730.11
internal_count=13515 13495 259 13236
is_linear=0
shrinkage=0.0168881


Tree=653
num_leaves=7
num_cat=0
split_feature=95 28 104 99 125 111
split_gain=5.60394 5.96215 4.85027 7.28288 5.21991 3.64213
threshold=-17.249999999999993 1.9500000000000002 0.56050000000000011 0.67424242424242431 1.1000000000000003 20.150000000000002
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -3
right_child=2 5 3 -5 -6 -7
leaf_value=-0.012187236401492194 -0.00044329750086914845 0.010288095345901771 0.00024287963254585046 -0.002227180428355539 0.0012863424360071106 -0.0017346595539509111
leaf_weight=4.7121714353561392 820.25373855233192 34.7569560110569 929.94102721661329 537.05519916862249 1265.2029085606337 9.0552904009819013
leaf_count=13 2915 96 3521 2221 4724 25
internal_value=0.000160515 0.00586087 8.26437e-05 -0.000661372 0.000606027 0.00780263
internal_weight=3600.98 48.5244 3552.45 1467 2085.46 43.8122
internal_count=13515 134 13381 5742 7639 121
is_linear=0
shrinkage=0.0168881


Tree=654
num_leaves=8
num_cat=0
split_feature=36 4 50 52 104 93 37
split_gain=6.36665 6.15857 9.59814 5.71168 5.41732 6.5704 4.3489
threshold=6.5150000000000006 1576.0730079843613 1.5050000000000001 3.9950000000000006 1.2105000000000004 28.050000000000004 0.74719975307209363
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=-0.0007041120977194326 0.0040886622219309257 0.001425251107754853 -0.0058184281887000621 0.0085823343124410284 -0.0065607417716370313 0.0045001639187716748 -0.00067625789201551743
leaf_weight=3092.5529826208949 232.59699547290802 813.33580665290356 55.74611522257328 19.005364507436752 40.659804791212082 24.57176885008812 71.388810902833939
leaf_count=9572 645 2667 195 58 114 70 194
internal_value=-9.9535e-05 -0.000296313 0.000960585 -0.000647382 0.00202192 -0.00239389 0.00296958
internal_weight=4349.86 3980.64 869.082 3111.56 369.217 65.2316 303.986
internal_count=13515 12492 2862 9630 1023 184 839
is_linear=0
shrinkage=0.0168881


Tree=655
num_leaves=7
num_cat=0
split_feature=30 6 86 91 56 137
split_gain=5.44803 5.90961 5.20678 5.19027 5.21205 4.08129
threshold=0.36103448275862077 1488.0531103287774 3.2828571428571434 0.48916666666666669 2.4050000000000007 10.950000000000001
decision_type=2 2 2 2 2 2
left_child=3 5 -3 4 -1 -2
right_child=1 2 -4 -5 -6 -7
leaf_value=-6.8431106817999347e-05 0.00128933975316465 0.0061244766269992947 -0.0026535787176101195 0.018194471806187339 -0.0041029645264128453 -0.012554618892904029
leaf_weight=4575.8986239284277 14.714194238185884 106.41089150309563 23.530463069677353 4.4032885134220114 93.184269070625305 10.339062720537184
leaf_count=12788 43 297 71 12 273 31
internal_value=-2.83544e-05 0.00308664 0.00453471 -0.000131668 -0.000148957 -0.00442292
internal_weight=4828.48 154.995 129.941 4673.49 4669.08 25.0533
internal_count=13515 442 368 13073 13061 74
is_linear=0
shrinkage=0.0168881


Tree=656
num_leaves=7
num_cat=0
split_feature=85 85 11 95 127 145
split_gain=7.47852 6.76326 6.46728 5.83232 4.44424 2.22325
threshold=0.47230769230769221 -0.3342156862745097 1.1083333333333336 -17.249999999999993 2.2110000000000007 0.86515000000000009
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=-0.00018582514221474844 -0.010924543234119134 0.0060805477769754531 0.0069151137215080786 4.3334316250102006e-07 0.014655734281824852 0.0020237086992522689
leaf_weight=65.711989834904671 28.468187369406223 45.605238258838654 82.497792199254036 3372.1469563543797 2.3874116092920294 4.3578427731990805
leaf_count=211 150 126 277 12716 12 23
internal_value=0.000158253 0.000234737 0.0037666 8.15718e-05 -0.00758635 -0.00920484
internal_weight=3601.18 3565.96 148.21 3417.75 35.2134 32.826
internal_count=13515 13330 488 12842 185 173
is_linear=0
shrinkage=0.0168881


Tree=657
num_leaves=8
num_cat=0
split_feature=85 123 120 34 48 119 138
split_gain=7.56506 8.19355 6.03065 5.13712 4.95977 4.2325 3.97296
threshold=-0.16231127679403537 2.0590000000000006 2.5855000000000006 3.5950000000000002 1.8050000000000004 2.9000000000000004 9.5000000000000018
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=-0.002931645625876899 0.0007180130195032652 -0.0045566638335320644 -0.015364151819926491 -0.0022044171634672581 0.00076394930321632042 0.0020837366345365128 0.0031628427787226596
leaf_weight=265.73131127655506 3492.5278168618679 135.75108401477337 14.735714793205263 180.40995663404465 169.71851596236229 34.285806313157082 4.2514624893665305
leaf_count=895 10493 453 45 795 537 125 13
internal_value=0.000163004 0.000406671 -0.00189753 0.00057446 -0.00149122 -0.00321757 -0.0112145
internal_weight=4297.41 3842.97 454.437 3672.94 435.45 170.037 18.9872
internal_count=13356 11866 1490 11288 1432 578 58
is_linear=0
shrinkage=0.0168881


Tree=658
num_leaves=8
num_cat=0
split_feature=141 141 17 92 29 26 35
split_gain=5.54102 8.23355 7.50198 6.33381 5.98278 5.40014 4.8688
threshold=-0.66199999999999992 -0.43649999999999994 2.5000000000000004 -0.0070833333333332991 3.8452380952380958 0.31200000000000006 3.1650000000000005
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=0.0023180012769553979 -0.0070499071443485342 0.012185496544934697 0.0035122494932119542 -0.0015873863534830144 -0.00025269141876316584 -0.00014163874515086384 0.026695901033064233
leaf_weight=464.72602738440037 79.283599734306335 10.16577962040901 5.0667724013328534 256.16200380027294 581.00018940865993 3371.8012413233519 5.277379035949707
leaf_count=1297 221 28 14 715 1619 9447 15
internal_value=-4.82117e-05 -0.000354896 0.00103131 -0.00287855 0.000889714 -0.000104577 0.0153428
internal_weight=4773.48 3717.41 1056.07 335.446 1045.73 3381.97 10.3442
internal_count=13356 10411 2945 936 2916 9475 29
is_linear=0
shrinkage=0.0168881


Tree=659
num_leaves=8
num_cat=0
split_feature=85 7 144 125 141 85 92
split_gain=7.5591 8.41589 6.81154 6.80226 6.76973 5.48475 4.04869
threshold=-0.19718676122931436 -25.78318322104337 0.014950000000000001 0.3665000000000001 -0.66899999999999993 0.91500000000000015 -0.3166666666666666
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=-0.0098025270743333278 -0.00048683408512897723 0.017685196343504021 -0.0052230107881906396 0.0027995216466316407 0.006244279820636035 -0.012024446738310938 -0.00021685046031469376
leaf_weight=21.122766897082329 3090.8502012565732 9.0177104622125608 18.140858359634876 301.6974810808897 76.984876565635204 11.796194560825823 31.039011612534523
leaf_count=62 11680 31 75 1066 283 66 93
internal_value=-0.000132092 0.00217781 -0.000394223 0.00323163 0.00405716 -0.000530709 -0.00409904
internal_weight=3560.65 362.877 3197.77 310.715 95.1257 3102.65 52.1618
internal_count=13356 1252 12104 1097 358 11746 155
is_linear=0
shrinkage=0.0168881


Tree=660
num_leaves=8
num_cat=0
split_feature=85 123 111 45 40 120 133
split_gain=7.34011 8.01498 6.03628 8.56461 5.73736 5.56153 4.58299
threshold=-0.16231127679403537 2.0590000000000006 16.050000000000004 1.135 4.0050000000000008 2.5855000000000006 0.26800000000000007
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=-0.0017521125126674351 0.0007247202941273956 0.020162160526593916 0.025726591285977481 -0.0072282003203493466 -0.0022409926082709803 -0.011104827641293634 -0.0035161635206260229
leaf_weight=425.88208422064781 3476.9481978863478 2.363765060901641 5.2741021215915662 3.9198392033576965 196.55877117812634 18.94108672440052 167.48175387084484
leaf_count=1401 10425 9 18 13 863 58 569
internal_value=0.000160295 0.00040019 -0.00187042 0.0116738 0.000566027 -0.00215042 -0.00318646
internal_weight=4297.37 3843.35 454.017 9.19394 3673.51 444.823 169.846
internal_count=13356 11866 1490 31 11288 1459 578
is_linear=0
shrinkage=0.0168881


Tree=661
num_leaves=8
num_cat=0
split_feature=29 145 99 39 134 2 94
split_gain=4.42791 6.52998 5.47104 6.43282 6.34015 4.63731 4.22324
threshold=3.8944444444444448 0.98005000000000009 0.52786377708978338 0.12297433138872953 1.1500000000000001 -3.4229925096457232 31.050000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -4 -3 -1
right_child=2 5 4 -5 -6 -7 -8
leaf_value=0.00079652182331978508 -0.0078783431605421728 -0.020055929268361656 -0.00083437837320765801 0.0015991179482624902 0.013838650183209898 -0.0037552534961291968 -0.013302595066701282
leaf_weight=1808.5950574874878 21.366915255784988 5.789327770471572 2424.1995406597853 463.3560046851635 8.4277212619781476 35.549321204423904 6.0792960226535788
leaf_count=5048 63 16 6799 1290 24 99 17
internal_value=-4.67951e-05 0.00059807 -0.000457066 0.00118129 -0.000783533 -0.0060388 0.000749273
internal_weight=4773.36 1856.01 2917.35 484.723 2432.63 41.3386 1814.67
internal_count=13356 5180 8176 1353 6823 115 5065
is_linear=0
shrinkage=0.0168881


Tree=662
num_leaves=8
num_cat=0
split_feature=85 86 2 95 92 1 36
split_gain=7.31865 9.30509 10.3474 6.95162 5.48606 4.88816 3.58204
threshold=-0.19718676122931436 1.7321428571428574 -137.25394584999887 -9.7499999999999964 0.81416666666666682 1460.8968070229732 2.5450000000000004
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=-0.016888192878572295 0.007872783475015627 -0.004143529867797203 0.0040364916540288785 -0.00070452235352157851 0.0090310649515698664 0.0012424978676245394 -0.0026049137472411664
leaf_weight=9.0426166057586688 35.809942156076431 51.975952744483948 291.14336017519236 2866.9987172558904 16.603243909776211 277.39483381807804 11.233412832021711
leaf_count=28 108 153 1027 11123 70 803 44
internal_value=-0.000130737 0.00214031 0.0027973 -0.000388905 -0.000648457 0.00200065 -0.00897624
internal_weight=3560.2 363.395 343.119 3196.81 2883.6 313.205 20.276
internal_count=13356 1252 1180 12104 11193 911 72
is_linear=0
shrinkage=0.0168881


Tree=663
num_leaves=8
num_cat=0
split_feature=85 34 44 35 26 131 133
split_gain=7.11621 7.43982 6.94327 5.90285 5.415 5.12755 1.80132
threshold=-0.16231127679403537 3.5950000000000002 12.075000000000001 7.6500000000000012 0.64309523809523828 1.6835000000000002 1.3875000000000002
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=-0.0023566505904862663 0.00050424042881249472 -0.0032464325149992842 0.015812804419130976 0.0075467579271698195 -0.0058050077509946641 0.002623368415972964 -0.020644080092792789
leaf_weight=374.07099395990372 3603.3321642875671 200.45452736318111 5.6033009439706793 34.267679452896118 4.0345900207757932 69.997767016291618 5.5511277616024017
leaf_count=1222 10839 896 23 108 12 240 16
internal_value=0.00015764 0.000393746 -0.00272802 0.000570591 -0.00184275 -0.0015716 -0.0144012
internal_weight=4297.31 3843.66 206.058 3637.6 453.654 444.069 9.58572
internal_count=13356 11866 919 10947 1490 1462 28
is_linear=0
shrinkage=0.0168881


Tree=664
num_leaves=8
num_cat=0
split_feature=144 44 9 89 2 26 28
split_gain=5.18594 5.7403 6.24275 5.51516 5.67332 4.87104 4.25321
threshold=0.00035000000000000005 10.825000000000001 0.7238095238095239 0.81000000000000016 -150.93403401210318 0.37050000000000005 2.3166666666666669
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=0.0051777202752099297 0.0023100563522166261 -0.0094876419950558465 0.0050608232957312354 0.012062284133352716 0.0020148141118276363 1.8318900745797499e-05 -0.001572790619588572
leaf_weight=53.048800230026245 86.93409276008606 9.5269816219806653 71.81652894616127 17.222676038742065 231.36116138100624 3223.617857798934 1079.6538231670856
leaf_count=146 246 27 203 48 641 9008 3037
internal_value=-4.53448e-05 -0.000980952 0.00335658 0.000285851 0.00271104 0.000101857 -0.00128342
internal_weight=4773.18 1247.93 81.3435 3525.25 248.584 3276.67 1166.59
internal_count=13356 3513 230 9843 689 9154 3283
is_linear=0
shrinkage=0.0168881


Tree=665
num_leaves=8
num_cat=0
split_feature=85 2 95 134 29 89 132
split_gain=7.09316 8.99207 6.77544 6.6674 6.4196 5.8174 3.66194
threshold=-0.19718676122931436 -140.18898998900679 -9.7499999999999964 0.080500000000000002 7.8166666666666673 0.97000000000000008 1.4720000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 6 3 -2 -4 -3 -1
right_child=2 5 4 -5 -6 -7 -8
leaf_value=-0.009654827858433938 3.3456078477908538e-05 0.0025702626685338548 -0.00071931505576208201 0.0051012648243153845 0.0073988272953225045 0.011827821173475649 -0.00056204624866766401
leaf_weight=21.926914289593697 193.3240215331316 291.41982375085354 2854.3295540884137 120.01280179619789 28.054030999541283 20.739292025566101 29.814909309148788
leaf_count=65 564 1024 11104 347 89 76 87
internal_value=-0.000129498 0.00210454 -0.000383899 0.00197459 -0.000640293 0.00318541 -0.00441584
internal_weight=3559.62 363.901 3195.72 313.337 2882.38 312.159 51.7418
internal_count=13356 1252 12104 911 11193 1100 152
is_linear=0
shrinkage=0.0168881


Tree=666
num_leaves=8
num_cat=0
split_feature=95 147 85 135 100 4 112
split_gain=6.11898 6.21097 6.18114 5.65023 3.73719 7.79694 2.90396
threshold=-14.249999999999996 0.41111655002225012 -0.40479262672811062 -0.69449999999999978 0.55000000000000016 1506.1328725876094 0.22750000000000004
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=0.029041714682698231 -0.0091842793487165713 -0.0047715407426190543 0.00038761015361537908 -0.0012018765931064946 -0.010908793304413562 -0.0066909968146477358 -0.003544327108273865
leaf_weight=2.7585304826498023 26.433299735188484 67.483215138316154 3573.5324698835611 585.67156153917313 23.3761116117239 4.7218101024627686 44.090780898928642
leaf_count=13 86 237 10945 1845 114 22 193
internal_value=-5.6924e-05 2.73648e-05 0.000291983 -0.00154663 -0.00484047 0.00648341 -0.00609638
internal_weight=4328.07 4253.12 3641.02 612.105 74.9472 7.48034 67.4669
internal_count=13455 13113 11182 1931 342 35 307
is_linear=0
shrinkage=0.0168881


Tree=667
num_leaves=8
num_cat=0
split_feature=133 149 26 141 42 90 31
split_gain=5.18484 5.29424 6.56459 5.51572 5.16944 4.69677 4.39262
threshold=3.1055000000000006 0.50351689060415483 0.45645833333333335 -2.3664999999999998 2.6550000000000007 -0.13791666666666663 0.19831148475349103
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=0.003605412269202198 0.0091402838306151538 0.010513261043283545 0.00045569808828370081 -0.00026005079843847181 0.021422149261497016 0.0055482682259434214 -0.012262883132830719
leaf_weight=235.73007181286812 4.9101163446903211 13.605236172676085 946.58684641122818 3577.168534308672 8.300410717725752 14.803200855851175 6.1710595786571503
leaf_count=646 14 37 2623 10051 23 43 18
internal_value=0.000150456 0.000103514 0.00108371 -0.000219224 0.0067041 0.0112525 -0.00277684
internal_weight=4807.28 4773.09 1182.32 3590.77 34.1848 23.1036 11.0812
internal_count=13455 13357 3269 10088 98 66 32
is_linear=0
shrinkage=0.0168881


Tree=668
num_leaves=8
num_cat=0
split_feature=95 85 144 137 42 105 144
split_gain=10.4025 6.32501 5.94663 5.22271 5.07769 2.90172 0.491033
threshold=-15.749999999999996 0.91500000000000015 -0.0017499999999999996 7.8500000000000005 2.8650000000000007 0.36250000000000004 -0.0031499999999999996
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=0.0052883401685986332 -0.0022696718410036374 -0.0039733822768399582 2.1189154389692565e-05 0.00063169929169499997 -0.011977990123990204 0.01597489530654142 -0.013386913489539819
leaf_weight=37.606555551290512 360.13135000318289 1.8524008467793454 3149.0536766350269 4.3471588790416744 5.5773529410362235 18.450790256261826 11.090131767094134
leaf_count=103 1359 11 11840 12 16 51 63
internal_value=-0.000132908 -0.000257375 -0.000213904 0.00651075 0.00305771 0.0130503 -0.0120416
internal_weight=3588.11 3522.13 3509.19 65.9819 43.1839 22.7979 12.9425
internal_count=13455 13273 13199 182 119 63 74
is_linear=0
shrinkage=0.0168881


Tree=669
num_leaves=8
num_cat=0
split_feature=145 118 85 141 120 127 147
split_gain=6.31281 9.48354 6.8661 6.86468 5.9989 5.92539 5.18149
threshold=0.81415000000000015 1.5500000000000003 -0.40479262672811062 0.086500000000000007 2.3540000000000005 0.52800000000000014 0.41111655002225012
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=0.00040530509386602141 -0.014921340205627005 0.0018449817963093861 -0.0012615163130826066 -0.0098182604479174294 -0.0054269622041923753 -0.0028697112449430021 0.0005857961898759924
leaf_weight=36.516096696257591 12.000285446643828 236.72469709813595 503.9277420938015 38.451796263456345 37.475311100482941 383.85924303531647 3078.6708437725902
leaf_count=132 40 718 1589 136 112 1204 9524
internal_value=-5.59778e-05 -0.00156296 0.000220093 -0.00483815 0.000851022 -0.00323512 0.000325947
internal_weight=4327.63 670.06 3657.57 74.9679 274.2 395.86 3582.6
internal_count=13455 2074 11381 268 830 1244 11113
is_linear=0
shrinkage=0.0168881


Tree=670
num_leaves=7
num_cat=0
split_feature=27 7 41 78 143 131
split_gain=4.51992 5.31344 4.61414 9.29747 4.56456 3.2249
threshold=0.68211111111111122 -30.446274747526328 1.8750000000000002 0.37857142857142861 0.43100000000000005 0.7320000000000001
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=0.0014647969594949312 0.0090367562009825604 0.001201884693635302 0.0045895330387773258 -0.00040839686914385405 -0.00033317783983274587 -0.01531271673958326
leaf_weight=1194.678682371974 4.5446511209011105 4.4358298480510738 110.23093177378178 2871.894235894084 607.46172291040421 14.031705677509306
leaf_count=3253 14 13 312 8162 1660 41
internal_value=0.000148138 -0.00731846 0.000184058 -0.000223645 0.000858726 -0.0113447
internal_weight=4807.28 23.0122 4784.27 2982.13 1802.14 18.4675
internal_count=13455 68 13387 8474 4913 54
is_linear=0
shrinkage=0.0168881


Tree=671
num_leaves=8
num_cat=0
split_feature=95 85 144 137 36 123 144
split_gain=10.1285 6.23503 5.82401 5.10735 3.63564 2.6891 0.489789
threshold=-15.749999999999996 0.91500000000000015 -0.0017499999999999996 7.8500000000000005 2.0450000000000004 1.9750000000000003 -0.0031499999999999996
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=0.0054404977947534235 -0.0022465032135261698 -0.0039385202586015699 2.1738619578634777e-05 0.015614150006822383 -0.006873126108900415 0.00052609673821625764 -0.013358621888366519
leaf_weight=34.644631773233414 359.73595955222845 1.84687279164791 3148.9318199008703 18.682852804660801 8.5188814699649793 4.114350587129592 10.98431373387575
leaf_count=95 1359 11 11840 51 24 12 63
internal_value=-0.000130975 -0.000253793 -0.000210812 0.00642565 0.00300965 0.0128922 -0.0120047
internal_weight=3587.46 3521.5 3508.67 65.9607 43.1635 22.7972 12.8312
internal_count=13455 13273 13199 182 119 63 74
is_linear=0
shrinkage=0.0168881


Tree=672
num_leaves=8
num_cat=0
split_feature=145 100 85 127 11 86 120
split_gain=6.1657 8.06511 6.7261 5.96876 5.95574 5.70373 5.36096
threshold=0.81415000000000015 1.5500000000000003 -0.40479262672811062 0.52800000000000014 2.3095238095238098 3.9800000000000004 2.3540000000000005
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=-0.0062982487963241865 -0.014839975027307363 0.0016500430043202982 0.00026214397684018546 -0.0027096555830452345 0.010302469062894566 0.0078742780042633156 -0.0052609715814914823
leaf_weight=68.034280404448509 11.926745459437369 233.790487870574 3554.4339809268713 386.84673801064491 6.7765765190124503 28.297932550311089 37.090456634759903
leaf_count=246 40 709 11029 1214 22 84 111
internal_value=-5.51491e-05 -0.00154499 0.000217617 -0.00307253 -0.00479415 0.000322275 0.000703656
internal_weight=4327.2 669.654 3657.54 398.773 74.8109 3582.73 270.881
internal_count=13455 2074 11381 1254 268 11113 820
is_linear=0
shrinkage=0.0168881


Tree=673
num_leaves=7
num_cat=0
split_feature=133 28 80 99 7 36
split_gain=5.0617 5.02574 7.83429 5.58634 4.28883 5.73578
threshold=3.1055000000000006 3.7888888888888892 0.057580777954459206 0.18333333333333332 33.765687911015227 3.1850000000000005
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=-0.00087604599269284827 0.0019451683708304186 0.0029146415521082336 0.0015763248970471295 -0.00047932022896415513 -0.0050742505457257699 0.017477200914245816
leaf_weight=536.70664171874523 13.633204996585848 145.28420807421207 1207.1134732365608 2883.8557844609022 7.0915833860635749 13.499576568603514
leaf_count=1521 38 411 3309 8116 22 38
internal_value=0.000145669 9.92593e-05 0.000821529 -0.00031653 0.00661725 0.00967392
internal_weight=4807.18 4772.96 1743.82 3029.14 34.2244 27.1328
internal_count=13455 13357 4830 8527 98 76
is_linear=0
shrinkage=0.0168881


Tree=674
num_leaves=8
num_cat=0
split_feature=98 37 2 138 127 8 100
split_gain=5.9496 8.85023 7.67028 7.64033 5.72106 7.20786 5.98178
threshold=0.80384615384615399 0.3349243093320215 -26.347068656688403 10.500000000000002 1.7320000000000002 0.89166666666666672 3.6350000000000002
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=-0.00096538591361833802 0.0043625610107325226 0.00039390695061187559 -0.00051978564152751182 -0.0054310230879200689 -0.0025207695651902283 0.0022617030950991966 0.012857592316571581
leaf_weight=2158.1918959245086 291.81216199696064 426.84506083279848 133.86508455872536 75.596990823745728 118.39277119934559 373.17073989659548 8.9653835967183095
leaf_count=8034 880 1705 479 308 452 1560 37
internal_value=-0.00012869 0.00103544 0.00282713 -0.00048246 -0.000535079 0.0011098 -0.000908188
internal_weight=3586.84 928.119 425.677 502.442 2658.72 491.564 2167.16
internal_count=13455 3372 1359 2013 10083 2012 8071
is_linear=0
shrinkage=0.0168881


Tree=675
num_leaves=8
num_cat=0
split_feature=40 44 49 98 144 142 121
split_gain=7.15351 5.30056 8.05193 5.94481 4.38801 7.84361 7.51627
threshold=2.2050000000000005 6.2950000000000008 1.8050000000000004 0.71825396825396837 0.012150000000000003 0.11550000000000002 0.84500000000000008
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=0.0033031925416917851 0.0016564636253830758 0.00087061036352227507 -0.0023559879152378598 -0.0013416683361230075 0.0019547156820788822 -0.0068228602680714002 0.00048913541845751844
leaf_weight=329.73512230813503 176.38083858788013 926.17335110902786 745.54716089367867 553.45510786771774 58.633317366242409 57.513403117656708 1512.3977504894137
leaf_count=920 622 3002 2539 1863 168 164 4269
internal_value=3.45487e-05 -0.000583174 -0.00158831 4.30908e-05 0.000792111 -0.00239155 0.000992855
internal_weight=4359.84 2401.56 921.928 1479.63 1958.28 116.147 1842.13
internal_count=13547 8026 3161 4865 5521 332 5189
is_linear=0
shrinkage=0.0168881


Tree=676
num_leaves=7
num_cat=0
split_feature=27 137 47 6 121 102
split_gain=5.80051 5.52738 8.52597 5.05157 4.94903 2.79346
threshold=0.68211111111111122 2.8500000000000001 1.8650000000000004 1484.8073996434571 1.6835000000000002 1.2305000000000004
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=0.0015675777737954514 -0.017741519649572872 -0.0015177246449841549 0.016043126223085676 1.7967560948357394e-05 0.0060858211621572537 -0.0036100120912899219
leaf_weight=57.096508502960205 11.632915467023855 720.25447282195091 14.566603899002073 4024.159172013402 5.0301823318004599 6.0795456171035758
leaf_count=160 34 2040 39 11241 15 18
internal_value=-0.000185028 -0.000144842 0.00451034 -0.000215162 -0.00869387 -0.0128926
internal_weight=4838.82 4816.08 71.6631 4744.41 22.7426 17.7125
internal_count=13547 13480 199 13281 67 52
is_linear=0
shrinkage=0.0168881


Tree=677
num_leaves=7
num_cat=0
split_feature=132 55 29 9 46 5
split_gain=5.31306 7.39695 6.97343 5.95192 5.59181 4.58372
threshold=2.1340000000000003 1.9650000000000001 7.8452380952380958 1.7928571428571431 4.1950000000000012 1545.3124629509427
decision_type=2 2 2 2 2 2
left_child=2 3 5 -2 -4 -1
right_child=1 -3 4 -5 -6 -7
leaf_value=0.0002648177232404817 -0.003252297817535423 -0.021269398743841556 0.020744032549961395 0.0020014557792077023 -0.0032580232232013516 0.004955285603836887
leaf_weight=3241.5029136911035 196.11328073590994 5.5618364810943595 8.5067308843135816 89.592876836657524 4.1012972742319098 60.532635875046253
leaf_count=12190 689 21 27 284 13 323
internal_value=0.000206513 -0.00198032 0.000398684 -0.00160472 0.0129345 0.000350811
internal_weight=3605.91 291.268 3314.64 285.706 12.608 3302.04
internal_count=13547 994 12553 973 40 12513
is_linear=0
shrinkage=0.0168881


Tree=678
num_leaves=8
num_cat=0
split_feature=40 44 105 137 27 136 69
split_gain=6.98024 5.19005 5.46003 4.96626 8.82347 5.57495 4.76254
threshold=2.2050000000000005 6.2950000000000008 0.80650000000000011 3.2500000000000004 0.60816666666666686 12.050000000000002 1.0000000180025095e-35
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=0.002901309836134138 0.0018131653934422929 0.0007101718690964027 -0.001534297557171663 -5.6251284795029669e-05 0.022014345891927002 0.0019759888435307649 -0.002007371950114975
leaf_weight=121.91879670321941 105.02483402192593 1039.6823150068521 439.92235392332077 1278.3500255346298 7.3017379045486441 550.89597314596176 816.2844098135829
leaf_count=342 357 3375 1490 3599 21 1559 2804
internal_value=3.35771e-05 -0.000576761 4.282e-05 0.000781812 0.00398154 0.000555765 -0.00157182
internal_weight=4359.38 2400.91 1479.6 1958.47 129.221 1829.25 921.309
internal_count=13547 8026 4865 5521 363 5158 3161
is_linear=0
shrinkage=0.0168881


Tree=679
num_leaves=7
num_cat=0
split_feature=86 6 31 86 130 9
split_gain=6.99028 5.09636 6.70715 4.861 3.4557 4.89286
threshold=3.7370689655172415 1475.5300324663174 0.071750321750321713 3.7101018675721567 2.7890000000000001 2.0333333333333337
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=0.0043196580720690839 -0.0098096524123878603 6.7160388959242687e-06 -0.0033498728620502331 0.015029065651527144 0.0051929879500045573 0.0039463414415503023
leaf_weight=37.556680098176003 43.119766294956207 4493.185819491744 242.43201187252998 6.1516586840152732 6.9837103486061087 8.8932090699672681
leaf_count=108 129 12547 696 18 22 27
internal_value=-0.000181629 -0.000110304 -0.00232102 2.72614e-05 -0.00595928 -0.00745717
internal_weight=4838.32 4779.33 279.989 4499.34 58.9967 52.013
internal_count=13547 13369 804 12565 178 156
is_linear=0
shrinkage=0.0168881


Tree=680
num_leaves=8
num_cat=0
split_feature=115 121 144 94 138 92 29
split_gain=4.74884 9.49841 6.2835 6.21368 6.46493 6.26206 5.18428
threshold=1.2250000000000003 2.4720000000000004 -0.017749999999999998 13.050000000000002 11.500000000000002 0.21791666666666668 2.183333333333334
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=-0.00084687584496922303 0.019657519739693759 -0.0090485694908670894 0.00075220738747257135 3.9404597920259824e-05 -0.0057420846089609526 0.0031813582044826929 0.011430147975488261
leaf_weight=838.09986010193825 5.0393501669168463 3.9204195141792288 998.38004015386105 1434.3216163441539 84.727459259331226 207.03437829762697 34.897627234458923
leaf_count=3492 17 12 3549 5246 351 776 104
internal_value=0.000203077 0.00116431 0.000847182 -0.000187617 -0.00129635 0.000435734 0.00936123
internal_weight=3606.42 1042.24 1003.42 2564.18 922.827 1641.36 38.818
internal_count=13547 3682 3566 9865 3843 6022 116
is_linear=0
shrinkage=0.0168881


Tree=681
num_leaves=8
num_cat=0
split_feature=93 105 56 143 2 3 116
split_gain=5.42447 8.36169 7.94469 7.43617 6.37821 8.49085 5.45947
threshold=19.050000000000004 0.41450000000000004 2.6250000000000004 0.79500000000000015 -64.552490731717043 1438.8974709204103 1.0000000180025095e-35
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=0.00089046430902101667 0.0036687309104499878 -0.0017178261158824891 0.019058797252101359 -0.0020318481275618987 -0.0034009997944018928 0.00074672674984683053 -0.0031282945310419233
leaf_weight=1284.455923601985 291.69117780029774 1048.5897012874484 5.2751640379428855 307.87194975465536 159.05888015031815 1223.8323888033628 38.102606996893883
leaf_count=3947 931 3567 17 1024 459 3483 119
internal_value=3.24131e-05 -0.000446874 -0.0016138 0.000325428 0.000772953 0.000269641 0.00288336
internal_weight=4358.88 2646.19 1053.86 1592.33 1712.69 1382.89 329.794
internal_count=13547 8555 3584 4971 4992 3942 1050
is_linear=0
shrinkage=0.0168881


Tree=682
num_leaves=7
num_cat=0
split_feature=27 137 49 6 123 102
split_gain=5.69187 5.41846 8.89038 4.85954 3.82488 2.90384
threshold=0.68211111111111122 2.8500000000000001 3.3450000000000002 1484.8073996434571 1.6485000000000001 1.2305000000000004
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=0.0015617095847691659 -0.017623109297682401 -0.0014859693134843031 0.016635379903551635 2.0707403268744566e-05 0.0033619254876825506 -0.0028650245306613194
leaf_weight=57.838162571191788 11.244123786687856 719.75597916543484 13.828732490539549 4023.7105703651905 5.6918084323406211 5.7522223293781272
leaf_count=162 33 2040 37 11241 17 17
internal_value=-0.000178034 -0.000138265 0.00447069 -0.000207905 -0.00861697 -0.01263
internal_weight=4837.82 4815.13 71.6669 4743.47 22.6882 16.9963
internal_count=13547 13480 199 13281 67 50
is_linear=0
shrinkage=0.0168881


Tree=683
num_leaves=7
num_cat=0
split_feature=85 85 89 89 34 145
split_gain=6.17524 4.77624 6.81025 5.97575 2.99364 2.499
threshold=0.47230769230769221 -0.15205128205128196 0.9900000000000001 0.93000000000000005 3.1250000000000004 0.86515000000000009
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=0.0012490345340952376 -0.009964485729352459 0.00022697403469125932 0.0085271755960552621 -0.0028436399358259591 0.012078279172192369 0.0027644961184395012
leaf_weight=400.77826020866632 28.628665924072266 2936.7405354231596 40.362503975629807 192.61697823554277 2.2561001777648917 5.1939966753125182
leaf_count=1389 159 11082 143 739 7 28
internal_value=0.000199631 0.000269884 0.00191501 3.79648e-05 -0.00675216 -0.00800902
internal_weight=3606.58 3570.5 441.141 3129.36 36.0788 33.8227
internal_count=13547 13353 1532 11821 194 187
is_linear=0
shrinkage=0.0168881


Tree=684
num_leaves=8
num_cat=0
split_feature=85 99 77 77 134 55 77
split_gain=9.25735 8.62838 10.0148 5.754 3.92429 5.42197 2.25174
threshold=-0.7533333333333333 0.65301003344481623 2.6333333333333337 2.3095238095238098 -0.36899999999999994 1.4950000000000003 1.5523809523809526
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=0.013267674566504331 -0.0011477685206310886 0.00090180975805742656 -0.0046882340880005369 0.0020891232798282444 -0.015013734471420223 -0.015405421115805885 -0.0043043743302068208
leaf_weight=4.6902995705604544 1681.2832434028387 2337.2838106900454 95.125163853168488 172.71682854741812 18.798705697059635 3.1396074593067169 7.9856943041086188
leaf_count=16 5291 7120 315 589 72 12 31
internal_value=-4.85674e-05 2.16717e-05 0.000683187 -0.000846209 -0.00874717 0.00176719 -0.0118217
internal_weight=4321.02 4286.41 2432.41 1854 34.6143 7.82991 26.7844
internal_count=13446 13315 7435 5880 131 28 103
is_linear=0
shrinkage=0.0168881


Tree=685
num_leaves=4
num_cat=0
split_feature=10 91 144
split_gain=7.48931 5.85887 5.80038
threshold=4.366666666666668 0.48916666666666669 -0.019049999999999994
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.010508815066620861 0.019950214530901407 0.01644788740510875 8.4437517994997161e-05
leaf_weight=15.272208929061888 5.4482995569705954 6.2740523219108573 4775.9004107564688
leaf_count=44 15 17 13370
internal_value=0.000161513 0.000139034 0.000117672
internal_weight=4802.89 4797.45 4791.17
internal_count=13446 13431 13414
is_linear=0
shrinkage=0.0168881


Tree=686
num_leaves=7
num_cat=0
split_feature=40 110 99 4 137 23
split_gain=6.8613 6.41898 10.2098 8.46167 3.11592 1.89088
threshold=7.8050000000000006 12.750000000000002 0.48684210526315791 1720.641954173838 13.950000000000001 2.9285714285714293
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=0.00035757327988253135 0.0074099977625427379 0.0029632944100856985 -0.0019052235014512277 -0.0099502829902051761 -0.0032604428335464676 0.017934826788444262
leaf_weight=2431.8768104985356 12.623646885156637 140.71631945669651 967.65334102511406 22.92725320905447 5.1069732010364524 7.9388161003589621
leaf_count=8963 35 554 3782 75 14 23
internal_value=-0.000157668 -0.000220351 -0.0012871 0.00026129 0.00854225 0.0114748
internal_weight=3588.84 3563.17 1108.37 2454.8 25.6694 20.5625
internal_count=13446 13374 4336 9038 72 58
is_linear=0
shrinkage=0.0168881


Tree=687
num_leaves=8
num_cat=0
split_feature=85 145 122 93 143 141 26
split_gain=9.08844 5.84918 5.15982 5.13608 4.27893 4.68485 2.36102
threshold=-0.7533333333333333 0.60285000000000011 1.2565000000000002 19.050000000000004 0.92850000000000021 0.59750000000000003 0.42050000000000004
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=0.0021444031194987781 -0.000139902443529477 -0.0021987901346147772 -6.4822097685868994e-05 0.0013000419452300392 0.018751948145100037 -0.0081848103059560633 -0.013681018737709702
leaf_weight=3.0298316329717663 1732.2679141908884 528.05980706214905 832.92303550243378 1193.0369689613581 3.0305022597312918 4.691667303442955 23.699298813939095
leaf_count=12 5662 1674 2517 3462 12 17 90
internal_value=-4.76228e-05 2.18117e-05 -0.000892818 0.000447347 -0.00868703 0.00238338 -0.0118862
internal_weight=4320.74 4286.29 1360.98 2925.3 34.4513 7.72217 26.7291
internal_count=13446 13315 4191 9124 131 29 102
is_linear=0
shrinkage=0.0168881


Tree=688
num_leaves=5
num_cat=0
split_feature=10 144 134 106
split_gain=7.30408 5.63241 4.53528 4.44233
threshold=4.366666666666668 -0.019049999999999994 0.18900000000000003 0.59050000000000014
decision_type=2 2 2 2
left_child=1 2 -1 -3
right_child=-2 3 -4 -5
leaf_value=0.0046653172674525267 0.019678285109644804 -0.00061788167071640562 0.02519890936308903 0.00047094817461558854
leaf_weight=11.063047751784323 5.4611402153968802 1612.1950524002314 4.2472312152385703 3170.068589374423
leaf_count=32 15 4518 12 8869
internal_value=0.000158849 0.000136624 0.0103635 0.000103877
internal_weight=4803.04 4797.57 15.3103 4782.26
internal_count=13446 13431 44 13387
is_linear=0
shrinkage=0.0168881


Tree=689
num_leaves=8
num_cat=0
split_feature=34 31 143 42 129 11 27
split_gain=6.38599 5.39869 6.7114 5.9335 2.6789 5.56126 3.61514
threshold=6.8750000000000009 0.12352614787071711 2.4335000000000004 2.5150000000000001 0.3665000000000001 0.59166666666666679 0.51707142857142874
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=0.00078117796047443228 0.010305850836299937 0.00050276595424023161 0.022817186725133165 -0.0012025416750294398 -0.0011933186561026302 0.013432756629042867 -0.0026049875399887352
leaf_weight=897.40031556040049 9.0147964060306567 870.76056696474552 3.9592004418373099 1754.2778862789273 11.189874291419981 21.958396583795547 19.703651487827301
leaf_count=3551 25 2712 11 7001 31 61 54
internal_value=-0.000155275 -0.000249648 0.000878004 -0.000636859 0.00522357 0.00849471 0.00144696
internal_weight=3588.26 3526.4 901.36 2625.04 61.8667 33.1483 28.7184
internal_count=13446 13275 3562 9713 171 92 79
is_linear=0
shrinkage=0.0168881


Tree=690
num_leaves=8
num_cat=0
split_feature=85 145 80 122 9 141 27
split_gain=8.92543 5.73113 6.37196 5.04645 2.83004 2.75479 2.1616
threshold=-0.7533333333333333 0.60285000000000011 0.045188210227272707 1.2565000000000002 1.8619047619047622 0.59750000000000003 0.52707142857142875
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=-0.01427647937453335 -0.0018667775288616054 -0.002175919583637915 0.00071198281653303498 -6.5021023469399614e-05 0.0097472085688122632 -0.010563436139026449 -0.0036271646981338767
leaf_weight=19.01242928206921 305.10158698260784 527.65232726931572 2620.2639964520931 832.91562104225159 4.1442793905735007 3.5236954987049103 7.6227488815784445
leaf_count=72 945 1674 8179 2517 16 13 30
internal_value=-4.68135e-05 2.18542e-05 0.000443022 -0.000883683 -0.00862701 0.000410543 -0.0112297
internal_weight=4320.24 4285.93 2925.37 1360.57 34.3032 7.66797 26.6352
internal_count=13446 13315 9124 4191 131 29 102
is_linear=0
shrinkage=0.0168881


Tree=691
num_leaves=4
num_cat=0
split_feature=10 91 144
split_gain=7.13068 5.71639 5.52716
threshold=4.366666666666668 0.48916666666666669 -0.019049999999999994
decision_type=2 2 2
left_child=1 2 -1
right_child=-2 -3 -4
leaf_value=0.010233443638621111 0.019423989115604803 0.016235018051578072 8.0740270766957117e-05
leaf_weight=15.342306450009344 5.4717406630516043 6.280806601047515 4775.9359691739082
leaf_count=44 15 17 13370
internal_value=0.000156349 0.000134368 0.000113256
internal_weight=4803.03 4797.56 4791.28
internal_count=13446 13431 13414
is_linear=0
shrinkage=0.0168881


Tree=692
num_leaves=7
num_cat=0
split_feature=85 110 102 97 137 92
split_gain=7.29465 6.21019 9.69086 8.43861 6.01368 4.59316
threshold=-0.85333333333333328 12.750000000000002 0.98150000000000015 4.5000000000000009 16.950000000000003 -0.14874999999999991
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=0.0029343881165482628 -0.00038361299116858343 -0.0030148312298036843 0.00015800688688887121 0.001813166288473525 -0.012866165253796212 0.015456140623329557
leaf_weight=15.812955677509306 1743.6984923258424 502.05726508051157 605.8668490499258 698.50668311864138 3.7976382225751868 17.728333920240402
leaf_count=47 6750 1850 2488 2246 12 53
internal_value=-0.000152944 -0.000231051 -0.00127975 0.000244688 0.00727261 0.00955358
internal_weight=3587.47 3550.13 1107.92 2442.21 37.3389 33.5413
internal_count=13446 13334 4338 8996 112 100
is_linear=0
shrinkage=0.0168881


Tree=693
num_leaves=7
num_cat=0
split_feature=124 124 6 37 6 145
split_gain=6.16021 6.67662 8.23714 7.23781 4.76784 4.09741
threshold=3.2250000000000005 3.1000000000000005 1549.4928382257153 0.15066687113135027 1554.6609998506178 0.55695000000000017
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=-0.0062933692744854665 -0.011229963454382135 0.0041044840989359838 0.027920136908033327 0.00018337360597563796 0.0088261484635764696 0.00089033592484512661
leaf_weight=49.792703628540039 29.980272576212883 23.476999387145046 5.0302415937185279 4206.3588032275438 5.4317435324192038 10.823353558778761
leaf_count=256 107 79 19 12957 20 34
internal_value=9.59923e-05 0.000162162 0.00830793 0.000107596 -0.00603541 -0.00801441
internal_weight=4330.89 4284.66 28.5072 4256.15 46.2354 40.8036
internal_count=13472 13311 98 13213 161 141
is_linear=0
shrinkage=0.0168881


Tree=694
num_leaves=8
num_cat=0
split_feature=135 150 130 12 121 10 129
split_gain=5.69579 6.35011 5.63794 5.58688 6.33859 4.60007 3.33617
threshold=-0.73799999999999988 0.47994140021624965 1.0500000000000003 1.0000000180025095e-35 0.95000000000000007 4.3000000000000007 0.3665000000000001
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=0.018057049979374233 0.0073092408591123462 0.010393785304028435 0.00018822699174511021 0.00019962211765234562 -0.0013935735304347197 0.014698508627027892 0.0055238727531081956
leaf_weight=10.991380780935289 24.450674116611481 18.164291977882385 102.91744957864285 3633.9256511628628 1001.9138914644718 6.2516283690929404 13.511891782283781
leaf_count=30 68 51 291 10154 2824 17 37
internal_value=1.68719e-05 0.00330637 0.00171945 -8.57476e-05 -0.00118622 0.00022453 0.011147
internal_weight=4812.13 145.585 121.082 4666.54 1026.36 3640.18 24.5033
internal_count=13472 409 342 13063 2892 10171 67
is_linear=0
shrinkage=0.0168881


Tree=695
num_leaves=7
num_cat=0
split_feature=85 99 14 148 144 85
split_gain=7.63102 6.41251 10.8665 8.72552 5.23982 3.95605
threshold=0.11851851851851845 1.0000000180025095e-35 0.55000000000000016 0.25070180469638537 0.031250000000000007 0.15417582417582407
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=0.008882812214131508 -0.0078577184936029151 0.0014503425759847053 -0.0052369072258182103 -0.00040631310792334035 0.020404424978542429 -0.0021991618862554391
leaf_weight=17.803498968482018 41.428165130317211 1111.4663792848587 122.50090746581554 2059.8246528655291 2.74439813196659 236.04891550540924
leaf_count=67 154 4078 525 7642 12 994
internal_value=-0.000138355 8.80751e-05 -0.00344504 0.000244395 -0.00281434 -0.0030441
internal_weight=3591.82 3311.6 140.304 3171.29 280.221 277.477
internal_count=13472 12312 592 11720 1160 1148
is_linear=0
shrinkage=0.0168881


Tree=696
num_leaves=7
num_cat=0
split_feature=34 91 77 117 144 53
split_gain=5.60954 7.64154 6.06071 5.9812 5.38553 4.21604
threshold=5.2750000000000012 -0.38874999999999987 0.099999999999999964 0.41650000000000004 -0.0043499999999999988 2.7050000000000005
decision_type=2 2 2 2 2 2
left_child=2 -2 5 -3 -4 -1
right_child=1 3 4 -5 -6 -7
leaf_value=-0.013411103956029988 0.027743373367541468 0.0045503780096054231 -0.0023196601438094668 -0.0077205118597730342 0.00036905892477290183 0.00010337675603743567
leaf_weight=15.818220198154451 2.0421607345342627 14.005389645695685 224.37641847133636 59.238889068365097 4004.1405581533909 11.271267145872114
leaf_count=47 10 69 688 305 12316 37
internal_value=9.45177e-05 -0.00447507 0.000175365 -0.00537379 0.000226382 -0.00778721
internal_weight=4330.89 75.2864 4255.61 73.2443 4228.52 27.0895
internal_count=13472 384 13088 374 13004 84
is_linear=0
shrinkage=0.0168881


Tree=697
num_leaves=8
num_cat=0
split_feature=135 23 90 128 121 126 10
split_gain=5.5706 6.34159 7.05094 5.46358 6.19219 4.9815 4.469
threshold=-0.73799999999999988 1.9285714285714288 0.20833333333333337 1.0000000180025095e-35 0.95000000000000007 1.7890000000000004 4.3000000000000007
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=0.019254524158722378 0.0072186986505027393 0.00091993263357871384 0.018472451614474573 0.0001975782983266405 -0.0013782032169449301 0.0018869338028651237 0.014476104370633331
leaf_weight=11.629637926816942 24.478920489549637 119.1893363147974 6.9055461287498465 3634.0126361697912 1001.6204789280891 7.9222925901412955 6.2624351084232321
leaf_count=32 68 335 20 10154 2824 22 17
internal_value=1.68629e-05 0.0032693 0.00188142 -8.4647e-05 -0.00117309 0.0122187 0.00022215
internal_weight=4812.02 145.647 126.095 4666.37 1026.1 19.5519 3640.28
internal_count=13472 409 355 13063 2892 54 10171
is_linear=0
shrinkage=0.0168881


Tree=698
num_leaves=8
num_cat=0
split_feature=95 138 27 133 100 102 126
split_gain=5.6123 6.70642 6.47905 5.54054 5.38795 4.76111 3.11908
threshold=-2.2499999999999982 11.500000000000002 0.50472222222222241 0.26800000000000007 0.36500000000000005 1.0275000000000001 1.1340000000000001
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=0.0033869239040409246 -0.0010942286394679337 -0.0057701612339730885 0.00083774952481127977 -0.0059165697690063308 0.0010457481378121749 8.0663433822945805e-06 -0.014354266066932081
leaf_weight=3.8472314178943625 1324.7947520837188 117.51723704487085 790.46305871009827 32.525716155767441 1249.3008210211992 62.182827532291412 10.628748327493666
leaf_count=12 5574 468 3034 103 3973 274 34
internal_value=-0.000136586 -0.00063835 -0.000372245 0.000751713 0.000869063 -0.00377055 -0.00963758
internal_weight=3591.26 2294.96 2115.26 1296.3 1281.83 179.7 14.476
internal_count=13472 9350 8608 4122 4076 742 46
is_linear=0
shrinkage=0.0168881


Tree=699
num_leaves=7
num_cat=0
split_feature=124 124 0 37 7 133
split_gain=5.98096 6.5181 7.48224 6.99776 3.6862 4.48181
threshold=3.2250000000000005 3.1000000000000005 1662.1980590316855 0.15066687113135027 -65.63375760666132 0.84500000000000008
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=-0.006214694601109929 0.014865661376553041 0.004598949623829938 0.028960474928512041 0.00017825486407524918 0.0063397817550163733 -0.0092370101030900403
leaf_weight=49.40695770829916 2.3018791377544394 24.376975283026699 4.2186138182878485 4206.8279874026775 6.123615860939025 37.633045822381973
leaf_count=256 10 85 13 12957 19 132
internal_value=9.29608e-05 0.000158034 0.00819399 0.000104039 -0.00596029 -0.0070565
internal_weight=4330.89 4284.83 28.5956 4256.23 46.0585 43.7567
internal_count=13472 13311 98 13213 161 151
is_linear=0
shrinkage=0.0168881


Tree=700
num_leaves=8
num_cat=0
split_feature=30 135 56 134 12 120 27
split_gain=7.01457 8.28859 7.52172 5.97983 5.53703 6.92829 4.94665
threshold=0.43875000000000003 0.22700000000000004 1.9550000000000003 -0.82899999999999985 1.0000000180025095e-35 0.52800000000000014 0.67225000000000013
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=0.0066733311996524814 0.020919907375305066 0.018589825389337799 0.0014311594329745353 0.00036914302956348496 0.00027704096884031515 -0.0014209531147162113 -0.0070298794310450592
leaf_weight=31.096868246793747 4.2544134557247153 18.190256685018543 12.160908132791517 79.474236994981766 3640.157390460372 1000.0043478906155 26.617240399122238
leaf_count=89 12 51 35 227 10163 2817 78
internal_value=1.70195e-05 0.00415481 0.0117157 0.00141372 -8.34545e-05 -0.00117681 0.000223993
internal_weight=4811.96 114.08 30.3512 83.7287 4697.88 1031.1 3666.77
internal_count=13472 325 86 239 13147 2906 10241
is_linear=0
shrinkage=0.0168881


Tree=701
num_leaves=8
num_cat=0
split_feature=85 28 85 86 123 85 23
split_gain=7.4647 6.08214 5.67664 6.78059 5.64451 3.81154 1.89017
threshold=0.11851851851851845 5.8166666666666673 -0.3342156862745097 1.8441295546558709 0.40850000000000003 0.15417582417582407 2.4500000000000006
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=-0.0077924366290765129 -0.0069067852924932409 0.0012811052940382901 0.0084107030419211196 0.0043377607100730129 -0.00012747266294590236 -0.0011390090010777669 -0.012599892211096813
leaf_weight=14.474380031228064 38.487841501832008 3.2136405706405666 22.239675208926201 142.74303294718266 3131.385100223124 216.57702562212944 21.459137059748173
leaf_count=50 142 14 89 465 11708 898 106
internal_value=-0.000134943 -0.00278405 8.88766e-05 0.00322082 -6.72522e-05 -0.00200944 -0.0107909
internal_weight=3590.58 279.738 3310.84 157.217 3153.62 255.065 24.6728
internal_count=13472 1160 12312 515 11797 1040 120
is_linear=0
shrinkage=0.0168881


Tree=702
num_leaves=7
num_cat=0
split_feature=95 31 85 48 79 137
split_gain=6.41975 7.72874 5.95253 5.63667 5.42704 5.33845
threshold=-8.2499999999999964 1.4173913043478261 -0.35223443223443218 3.3350000000000004 2.5967863419533024 3.8500000000000001
decision_type=2 2 2 2 2 2
left_child=1 4 5 -4 -1 -2
right_child=2 -3 3 -5 -6 -7
leaf_value=0.00043508017981751159 -0.015602093292727836 0.0227293990923567 8.3407048258668284e-05 0.0081445270768365878 -0.0039361800038660352 -0.0027222030116615184
leaf_weight=119.7009212821722 10.228092625737188 3.488974153995513 3795.4281498342752 24.901958450675011 250.52008939534426 89.507158070802689
leaf_count=485 36 12 11448 79 994 313
internal_value=-0.000171997 -0.00228695 2.96212e-05 0.000135959 -0.00252279 -0.00404335
internal_weight=4293.78 373.71 3920.07 3820.33 370.221 99.7353
internal_count=13367 1491 11876 11527 1479 349
is_linear=0
shrinkage=0.0168881


Tree=703
num_leaves=7
num_cat=0
split_feature=86 31 53 1 11 131
split_gain=4.97782 8.60875 7.43433 8.03337 6.08098 4.23784
threshold=3.0956959706959712 1.0000000180025095e-35 2.1350000000000002 1478.7614418017527 2.6214285714285719 0.38750000000000007
decision_type=2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -3
right_child=2 5 3 -5 -6 -7
leaf_value=0.028015180524601467 -0.0043734042532388362 0.0033570279255358596 0.0052878970802598081 -0.0018997524516836137 0.0057607561535388532 0.00013089491285220685
leaf_weight=3.1801024675369254 224.85799613595009 119.41447877883911 72.054202556610107 115.33697503805161 18.256424427032471 4223.0373830795288
leaf_count=9 684 328 204 329 55 11758
internal_value=6.83565e-05 0.000239965 -0.00166384 0.000863859 -0.00361228 0.000219617
internal_weight=4776.14 4345.63 430.506 187.391 243.114 4342.45
internal_count=13367 12095 1272 533 739 12086
is_linear=0
shrinkage=0.0168881


Tree=704
num_leaves=7
num_cat=0
split_feature=85 144 85 147 79 0
split_gain=7.62386 5.54496 6.34215 6.04079 4.08905 3.10346
threshold=0.47230769230769221 -0.0017499999999999996 -0.19888888888888887 0.46506403181766159 3.2489714609078679 1418.2178653439503
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=-0.00056195799380718387 0.0065868184377917138 0.002888934905641316 0.0001887702488112336 -0.0057078303039794082 0.0094714098146868996 -0.011022865420189258
leaf_weight=269.19600948691368 3.1498630046844474 271.31436115503311 2899.4467886388302 85.807479478418827 3.646050199866294 30.242383547127247
leaf_count=1010 12 929 10913 320 19 164
internal_value=0.000115642 0.00019572 0.000419825 -0.00180583 -0.00750642 -0.00936099
internal_weight=3562.8 3525.76 3170.76 355.003 37.0383 33.3922
internal_count=13367 13172 11842 1330 195 176
is_linear=0
shrinkage=0.0168881


Tree=705
num_leaves=7
num_cat=0
split_feature=95 31 85 137 137 54
split_gain=6.28521 7.49413 5.81172 5.27428 4.6809 4.60379
threshold=-8.2499999999999964 1.4173913043478261 -0.35223443223443218 3.8500000000000001 10.850000000000003 1.8250000000000004
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 -1 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=-0.0012359861209750563 -0.01553500763725873 0.022249783499737292 9.579965346859954e-05 -0.0026880812487848071 -0.0053610091065092918 0.0088607237582607936
leaf_weight=256.70015367120504 10.150734946131704 3.5230352878570548 3803.0305832177401 89.372627347707748 113.00940597057343 17.16863825917244
leaf_count=1030 36 12 11471 313 449 56
internal_value=-0.000169163 -0.00226328 3.02308e-05 -0.00399866 -0.00249695 0.000135198
internal_weight=4292.96 373.233 3919.72 99.5234 369.71 3820.2
internal_count=13367 1491 11876 349 1479 11527
is_linear=0
shrinkage=0.0168881


Tree=706
num_leaves=8
num_cat=0
split_feature=130 39 102 122 11 7 145
split_gain=5.04456 6.35976 5.19195 5.07153 8.92779 4.89433 4.89144
threshold=0.41450000000000004 0.55504414203496133 0.54050000000000009 0.73000000000000009 0.84523809523809534 12.248910181587123 0.96995000000000009
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=-0.0076544432826976738 0.0093670860309365642 -0.0050655834503309551 0.020853419532850116 0.00012214146671809281 0.00060161591957817002 0.010846387203964468 -0.0032714364526167669
leaf_weight=57.300591558218002 45.943847864866257 4.0734582245349866 4.7999933063983917 4415.999454960227 118.94437620043755 4.3895094096660605 124.55571854114532
leaf_count=160 125 12 14 12368 329 12 347
internal_value=6.74869e-05 -0.00441449 0.00895243 0.000134705 0.00304415 -0.0063376 2.90439e-05
internal_weight=4776.01 70.5636 8.87345 4705.44 164.888 61.6901 4540.56
internal_count=13367 198 26 13169 454 172 12715
is_linear=0
shrinkage=0.0168881


Tree=707
num_leaves=8
num_cat=0
split_feature=144 136 111 144 19 142 142
split_gain=5.2297 5.54973 9.43411 5.60277 5.1977 4.79863 4.27471
threshold=-0.0017499999999999996 3.1500000000000008 27.850000000000005 -0.00074999999999999991 4.5000000000000009 1.9950000000000003 -2.4334999999999996
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=0.024876230683378589 0.0023351234908217788 0.003708327319401369 0.02209660394622795 -2.2734230803227081e-06 0.0055416734962823481 -0.01089311140325069 -0.002728854998614538
leaf_weight=1.6077006459236134 196.60187643021345 120.93700414896011 7.1405251473188391 2876.8189431726933 40.378643028438091 5.7930708974599829 313.54743275791407
leaf_count=5 777 448 26 10747 142 20 1202
internal_value=0.000113356 0.000330731 0.00302785 0.000147414 -0.0018126 0.00347906 -0.00258794
internal_weight=3562.83 3201.5 203.742 2997.76 361.327 46.1717 315.155
internal_count=13367 11998 803 11195 1369 162 1207
is_linear=0
shrinkage=0.0168881


Tree=708
num_leaves=7
num_cat=0
split_feature=95 31 48 85 79 130
split_gain=6.15061 7.26923 5.72771 5.80008 5.33787 3.5667
threshold=-8.2499999999999964 1.4173913043478261 3.3350000000000004 -0.35223443223443218 2.5967863419533024 2.2360000000000002
decision_type=2 2 2 2 2 2
left_child=1 4 3 -2 -1 -4
right_child=2 -3 5 -5 -6 -7
leaf_value=0.00046350607985591011 -0.0040735542447122635 0.021789995410993166 0.016201618842264436 8.289025104210155e-05 -0.0038761763484376609 0.0031873621918397962
leaf_weight=119.53393113613129 98.2313202470541 3.5558714717626563 9.4691885262727755 3795.3525827676058 249.65275703370571 16.439448237419128
leaf_count=485 346 12 30 11448 994 52
internal_value=-0.00016645 -0.0022395 3.06902e-05 -2.19667e-05 -0.00247102 0.00794491
internal_weight=4292.24 372.743 3919.49 3893.58 369.187 25.9086
internal_count=13367 1491 11876 11794 1479 82
is_linear=0
shrinkage=0.0168881


Tree=709
num_leaves=8
num_cat=0
split_feature=130 37 7 56 104 104 135
split_gain=4.94132 7.1931 4.89904 4.85345 6.93182 4.73708 3.26664
threshold=0.41450000000000004 0.20137679838008113 12.248910181587123 2.3950000000000005 1.1845000000000001 1.2005000000000001 0.027000000000000007
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=0.018507585044332718 6.8185343864898698e-05 -0.0077968863878921163 0.010705496831119467 -0.0016769944587721442 -0.013942044248838364 0.0021795744729230055 -0.0016586161876984775
leaf_weight=5.1260463297367078 4265.8914237320423 56.85904061794281 4.3958612382411948 98.160828351974487 15.17514708638191 326.24718108773232 4.13825723528862
leaf_count=15 11896 159 12 288 45 940 12
internal_value=6.64749e-05 -0.00437082 -0.00646866 0.00013298 -0.00331947 0.000218194 0.00949712
internal_weight=4775.99 70.5192 61.2549 4705.47 113.336 4592.14 9.2643
internal_count=13367 198 171 13169 333 12836 27
is_linear=0
shrinkage=0.0168881


Tree=710
num_leaves=8
num_cat=0
split_feature=96 26 102 92 55 133 145
split_gain=5.64109 11.4004 7.12092 9.26085 8.72753 7.09116 4.81856
threshold=2.5000000000000004 0.55414285714285716 1.0105000000000002 0.81416666666666682 1.8450000000000004 1.6125000000000003 0.94975000000000009
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=0.00059338451073421585 -0.0015579579289755464 -0.0043200486450900881 6.3245910237407348e-05 0.021246175426076062 0.0055822125047362611 0.0033170534634245166 0.0090506749074731521
leaf_weight=852.40333483368158 1025.1217227876186 135.35283450037241 1047.3770984560251 5.1040273308753958 88.638933099806309 400.84991509467363 8.1488171815872175
leaf_count=2906 3839 563 4133 20 450 1425 31
internal_value=0.000111405 0.000948263 -0.000428176 -0.00144495 0.000493892 0.00146456 -0.0035606
internal_weight=3563 1396.75 2166.24 1030.23 1136.02 1253.25 143.502
internal_count=13367 4925 8442 3859 4583 4331 594
is_linear=0
shrinkage=0.0168881


end of trees

feature_importances:
Column_95=327
Column_85=281
Column_34=233
Column_36=214
Column_35=145
Column_42=134
Column_86=127
Column_27=97
Column_40=88
Column_49=79
Column_6=71
Column_99=70
Column_29=69
Column_145=69
Column_141=68
Column_39=63
Column_96=63
Column_28=60
Column_26=58
Column_2=57
Column_144=57
Column_30=55
Column_53=53
Column_41=52
Column_37=51
Column_130=51
Column_137=50
Column_31=49
Column_47=49
Column_7=48
Column_11=48
Column_4=45
Column_91=43
Column_143=43
Column_1=42
Column_3=42
Column_123=40
Column_133=39
Column_0=38
Column_148=38
Column_9=37
Column_93=37
Column_120=36
Column_134=36
Column_136=36
Column_132=35
Column_142=35
Column_48=34
Column_97=34
Column_38=33
Column_147=33
Column_44=31
Column_102=31
Column_135=29
Column_111=28
Column_10=27
Column_80=27
Column_92=27
Column_127=27
Column_56=26
Column_55=25
Column_100=25
Column_110=25
Column_5=24
Column_8=24
Column_50=24
Column_94=24
Column_78=23
Column_89=23
Column_54=22
Column_121=22
Column_126=22
Column_51=21
Column_103=21
Column_149=21
Column_77=20
Column_90=20
Column_104=20
Column_105=20
Column_106=20
Column_115=20
Column_131=20
Column_98=19
Column_109=19
Column_138=19
Column_12=18
Column_52=18
Column_122=18
Column_17=17
Column_124=17
Column_23=16
Column_79=16
Column_125=15
Column_146=14
Column_45=13
Column_46=12
Column_101=12
Column_150=10
Column_84=9
Column_119=9
Column_112=8
Column_113=8
Column_114=8
Column_128=8
Column_14=7
Column_118=7
Column_151=6
Column_13=5
Column_22=5
Column_107=5
Column_15=4
Column_116=4
Column_117=4
Column_16=3
Column_18=3
Column_19=3
Column_21=3
Column_24=3
Column_64=3
Column_129=3
Column_20=2
Column_69=2
Column_81=2
Column_108=2
Column_140=2
Column_62=1
Column_65=1
Column_70=1
Column_71=1
Column_73=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: 0.0168881]
[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: 12]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.70695]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 3]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 0.543465]
[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: 0.00145086]
[lambda_l2: 0.000235889]
[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