lightgbm.sklearnLGBMClassifier)}( boosting_typegbdt objective multiclass num_leavesK max_depthJ learning_rateG? n_estimatorsMsubsample_for_binJ@ min_split_gainGmin_child_weightG?PbMmin_child_samplesK subsampleG?͌subsample_freqKcolsample_bytreeG?͌ reg_alphaG reg_lambdaG random_stateMn_jobsJimportance_typesplit_Boosterlightgbm.basicBooster)}(_handleXtree version=v4 num_class=4 num_tree_per_iteration=4 label_index=0 max_feature_idx=21 objective=multiclass num_class:4 feature_names=duration protocol num_pkts_in num_pkts_out bytes_in bytes_out byte_dist_mean byte_dist_std entropy total_entropy client_ciphers_count client_extensions_count client_key_length server_cipher server_extensions_count supported_groups_count ec_point_formats_count client_tls_version server_tls_version feature1 feature2 feature3 feature_infos=[0:660.07269399999996] [6:6] [1:2448] [0:1955] [108:414098] [0:301983] [0:141.38235294117646] [0:87.708603978410224] [0:7.7717603533163446] [0:7.998870104838617] [0:64] [0:26] [0:0] [0:52392] [0:6] [0:26] [0:3] [0:771] [0:771] [0:0.97313978749999996] [0:0.99972970829999996] [0:0.96538871650000002] tree_sizes=461 854 843 850 901 876 870 867 910 873 874 874 904 873 874 865 897 875 875 872 902 881 874 874 904 875 881 866 903 884 877 878 908 879 876 877 908 872 874 875 908 880 881 876 903 875 878 878 903 871 886 874 913 884 879 874 901 876 885 873 904 877 884 875 911 878 882 879 906 878 871 879 909 880 887 879 906 881 878 886 906 872 882 878 911 878 881 883 907 879 880 887 912 883 881 884 913 887 876 888 911 880 877 892 911 889 875 885 909 882 894 890 911 880 886 886 913 883 885 880 905 882 879 885 909 882 881 887 913 884 886 890 913 879 887 894 913 888 883 878 909 882 890 883 912 884 891 889 917 878 877 888 916 879 874 875 907 881 889 880 905 885 882 887 907 889 886 882 912 882 884 882 912 882 891 888 912 886 887 885 910 887 890 877 908 880 893 889 917 882 882 882 914 889 877 887 918 882 892 884 914 889 893 897 913 884 880 880 915 887 892 889 915 882 894 879 917 876 884 887 914 885 894 886 918 882 886 892 920 891 894 885 914 887 897 889 918 887 898 889 916 896 881 888 919 889 888 885 927 892 891 894 922 886 897 893 921 889 889 892 921 886 898 888 923 887 887 896 929 889 889 893 919 888 895 900 926 895 882 893 927 890 902 898 925 899 890 887 924 892 890 889 921 892 889 885 923 889 887 888 922 900 891 891 926 889 886 886 927 895 897 884 928 896 885 887 933 884 891 900 932 901 899 898 932 886 901 896 932 902 891 892 930 902 889 894 930 886 888 896 930 888 890 900 932 895 900 883 929 880 889 896 932 888 892 882 931 887 888 882 932 880 891 900 935 881 898 888 934 900 888 898 933 888 894 897 935 886 889 887 934 886 890 888 936 892 892 901 934 901 899 902 935 906 894 903 934 904 886 893 935 905 896 885 935 894 890 887 933 891 890 901 939 887 891 891 Tree=0 num_leaves=3 num_cat=0 split_feature=19 0 split_gain=908.25 2.84217e-14 threshold=1.0000000180025095e-35 34.556505000000008 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=-1.0862943820135094 -1.4862943914636269 -1.4862943914636269 leaf_weight=75.687496662139893 212.64118673652411 14.421312436461447 leaf_count=15 1134 62 internal_value=-1.38629 -1.48629 internal_weight=302.75 227.062 internal_count=1211 1196 is_linear=0 shrinkage=1 Tree=1 num_leaves=7 num_cat=0 split_feature=13 0 0 10 0 0 split_gain=114.677 183.991 51.9044 34.6991 37.6466 31.4826 threshold=50796.000000000007 2.7156310000000006 0.0045030000000000009 47.000000000000007 1.2757265000000004 3.9500000000000005e-05 decision_type=8 8 10 10 8 10 left_child=3 2 5 -1 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-1.4610213803473655 -1.2091780761322002 -1.4273811240253096 -1.159361976022923 -1.0862943330008701 -1.4862943307663117 -1.4825842128376117 leaf_weight=140.28469394147396 7.6512754783034351 82.010251082479954 53.903387792408466 5.3007320389151547 4.2309781908988962 9.3686773106455785 leaf_count=237 66 289 528 61 9 21 internal_value=-1.38629 -1.32538 -1.20743 -1.44848 -1.26385 -1.35968 internal_weight=302.75 152.934 70.9233 149.816 9.53171 17.02 internal_count=1211 904 615 307 70 87 is_linear=0 shrinkage=1 Tree=2 num_leaves=7 num_cat=0 split_feature=3 0 9 4 8 3 split_gain=180.675 93.5667 56.834 43.5817 35.904 46.7172 threshold=75.000000000000014 5.0057140000000011 7.910724502427068 20781.500000000004 5.1998592407613584 5.5000000000000009 decision_type=10 8 8 8 10 8 left_child=1 -1 4 -4 5 -3 right_child=-2 2 3 -5 -6 -7 leaf_value=-1.4526541195487113 -1.1113929989574538 -1.4398026955987602 -1.1426559755677035 -1.3310675472296798 -1.4745261315217835 -1.1443474565521357 leaf_weight=175.60267595201731 22.158267170190811 11.912047594785692 19.876520127058029 32.109778814017773 31.37321562319994 9.7174905538558942 leaf_count=824 61 58 56 112 79 21 internal_value=-1.38629 -1.408 -1.33332 -1.25903 -1.40619 -1.30706 internal_weight=302.75 280.592 104.989 51.9863 53.0028 21.6295 internal_count=1211 1150 326 168 158 79 is_linear=0 shrinkage=1 Tree=3 num_leaves=7 num_cat=0 split_feature=0 10 9 0 2 8 split_gain=157.288 116.214 122.538 75.1678 58.3296 35.8458 threshold=4.9672220000000005 35.000000000000007 7.3929686375397736 18.636041000000002 5.5000000000000009 6.0194814376698984 decision_type=8 10 10 8 10 8 left_child=4 2 3 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-1.3834723062171499 -1.1253199412560506 -1.0862943512218772 -1.4771664214811713 -1.3488908777000543 -1.4792835475733834 -1.125226904149762 leaf_weight=38.40531100332737 26.046648919582367 21.154890954494476 41.201723776757717 35.582288660109043 134.10954754054546 6.2495849803090087 leaf_count=289 62 45 142 131 523 19 internal_value=-1.38629 -1.29975 -1.34366 -1.2544 -1.44632 -1.34733 internal_weight=302.75 123.986 102.831 61.6289 178.764 44.6549 internal_count=1211 380 335 193 831 308 is_linear=0 shrinkage=1 Tree=4 num_leaves=7 num_cat=0 split_feature=19 0 13 0 0 0 split_gain=665.506 0.00354865 0.00292065 0.00195318 0.0017887 0.00158121 threshold=1.0000000180025095e-35 0.028529500000000003 27019.000000000004 20.176897000000004 5.218957500000001 3.9500000000000005e-05 decision_type=8 8 8 8 10 10 left_child=-1 5 4 -4 -3 -2 right_child=1 2 3 -5 -6 -7 leaf_value=0.22918246819305654 -0.096664860207843012 -0.099455113736646214 -0.096450997334739497 -0.097224670018992404 -0.097012297648996937 -0.098388979857849085 leaf_weight=88.8702392578125 7.0959822461009052 6.1434655413031578 127.36539066582918 43.870220363140106 5.8534771949052811 21.245081134140491 leaf_count=15 66 37 738 194 16 145 internal_value=-0.000457184 -0.096916 -0.0967549 -0.0966492 -0.0982632 -0.0979573 internal_weight=300.444 211.574 183.233 171.236 11.9969 28.3411 internal_count=1211 1196 985 932 53 211 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=7 num_cat=0 split_feature=21 0 2 9 0 0 split_gain=96.5724 205.637 40.0084 32.2486 20.8751 20.2732 threshold=0.88726092775000021 2.5082350000000004 6.5000000000000009 7.5197737497599038 0.0077440000000000009 30.033029500000001 decision_type=8 8 10 10 10 8 left_child=-1 2 3 -2 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=-0.086455512403134704 0.11221698524274953 -0.079726116098222888 -0.0060787595589905886 -0.10288701959737159 0.22264728657597097 0.028553831051556944 leaf_weight=90.095005512237549 43.015747047960758 87.275658637285233 4.369187392294406 8.3173226714134199 46.004289850592613 21.563470721244812 leaf_count=81 304 234 19 17 444 112 internal_value=0.000185885 0.0372608 0.139495 0.0773644 0.202809 -0.0582734 internal_weight=300.641 210.546 101.707 51.3331 50.3735 108.839 internal_count=1211 1130 784 321 463 346 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=7 num_cat=0 split_feature=3 0 10 13 5 3 split_gain=131.341 55.061 43.5735 75.1878 28.7002 18.2453 threshold=75.000000000000014 5.0057140000000011 35.000000000000007 50796.000000000007 26643.000000000004 6.5000000000000009 decision_type=8 10 10 8 10 10 left_child=1 -1 3 -3 -2 -5 right_child=4 2 -4 5 -6 -7 leaf_value=-0.062309547050475769 0.072814930928104135 0.22953373889255135 -0.098647207393911113 -0.054881498344133556 0.22609650970250261 0.073340680940639696 leaf_weight=166.82928934693336 24.193237818777561 21.263460852205753 18.60271880030632 25.283046722412109 24.672769352793694 19.779232293367386 leaf_count=824 87 46 41 95 50 68 internal_value=0.000178378 -0.0289422 0.0366029 0.0745372 0.150208 0.00139919 internal_weight=300.624 251.758 84.9285 66.3257 48.866 45.0623 internal_count=1211 1074 250 209 137 163 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=7 num_cat=0 split_feature=0 9 2 10 0 8 split_gain=125.04 77.7431 51.8584 50.3188 48.503 26.784 threshold=4.9672220000000005 7.9324736888346079 5.5000000000000009 35.000000000000007 19.409948500000002 6.0194814376698984 decision_type=8 8 10 8 10 8 left_child=2 4 5 -3 -2 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.0025120463154872934 0.19474881573916158 -0.091324853533936295 -0.089451040427699899 0.088651522651795808 -0.0057120778849925283 0.21518926701789409 leaf_weight=38.46660427749157 51.956617772579193 32.997725091874599 125.12187645584345 29.35349677503109 15.72256728261709 6.9989497736096373 leaf_count=289 107 117 523 88 68 19 internal_value=9.26351e-05 0.0739627 -0.0562149 -0.00659619 0.14818 0.0352515 internal_weight=300.618 130.03 170.587 62.3512 67.6792 45.4656 internal_count=1211 380 831 205 175 308 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=19 0 13 0 4 0 split_gain=517.124 0.00513213 0.00836536 0.00258734 0.00236696 0.00152558 threshold=1.0000000180025095e-35 0.084130500000000011 50796.000000000007 0.0077440000000000009 395.00000000000006 3.9500000000000005e-05 decision_type=8 8 8 10 10 10 left_child=-1 2 -2 5 -3 -4 right_child=1 4 3 -5 -6 -7 leaf_value=0.18826522098976772 -0.097511577737337152 -0.094761873273540118 -0.094132628855302616 -0.093543886515230143 -0.093775200661821323 -0.096108256784793067 leaf_weight=96.747672557830811 11.545476466417311 30.454332686960697 6.6082756519317654 17.382137298583984 120.57390873879194 9.5676128193736059 leaf_count=15 76 172 66 188 660 34 internal_value=-0.000928441 -0.0942537 -0.0951898 -0.0943909 -0.0939742 -0.0953012 internal_weight=292.879 196.132 45.1035 33.558 151.028 16.1759 internal_count=1211 1196 364 288 832 100 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=21 0 0 0 0 2 split_gain=79.243 153.253 27.419 18.3732 23.1997 17.3934 threshold=0.88726092775000021 2.7156310000000006 0.0077440000000000009 30.033029500000001 45.141901000000011 6.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 -3 -5 -4 right_child=1 3 5 4 -6 -7 leaf_value=-0.082586265171334369 0.016410262743568115 -0.077098878561695713 0.086375082005378578 0.11688734560963553 -0.090993440316006438 0.17718359598619493 leaf_weight=83.038920164108276 22.544870264828205 80.974008202552795 35.643340803682804 12.315225325524809 9.517332658171652 51.668514266610146 leaf_count=81 109 230 231 89 23 448 internal_value=0.000257274 0.0326053 0.114726 -0.0551475 0.0262672 0.140113 internal_weight=295.702 212.663 109.857 102.807 21.8326 87.3119 internal_count=1211 1130 788 342 112 679 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=7 num_cat=0 split_feature=0 9 4 5 0 19 split_gain=102.332 61.5708 26.5522 22.6678 22.3212 16.6909 threshold=2.7156310000000006 7.9324736888346079 23338.500000000004 13540.000000000002 19.409948500000002 1.0000000180025095e-35 decision_type=8 8 8 8 10 8 left_child=5 4 -3 -4 -2 -1 right_child=1 2 3 -5 -6 -7 leaf_value=-0.094499256523233668 -0.05016591713999128 0.18022415198321784 -0.081099289969192315 0.10051148430344214 0.085941094113098304 -0.027646774122001651 leaf_weight=66.106703281402588 45.584851898252964 37.279740922152996 8.4980908930301648 35.932326547801495 16.37835593521595 85.840698890388012 leaf_count=15 120 78 38 104 68 788 internal_value=0.000479152 0.0609849 0.117992 0.0657753 -0.0141896 -0.0567318 internal_weight=295.621 143.673 81.7102 44.4304 61.9632 151.947 internal_count=1211 408 220 142 188 803 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=0 10 9 2 8 4 split_gain=99.8599 58.0101 74.9334 45.1638 40.9404 21.7835 threshold=4.9672220000000005 35.000000000000007 7.3929686375397736 5.5000000000000009 4.4962153679600307 163.00000000000003 decision_type=8 10 10 10 10 10 left_child=3 2 4 5 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.045667344287809407 0.026532157136236696 0.19626416694905718 -0.084992706869931461 -0.086068733682272747 0.18087603072292002 0.092343730854111766 leaf_weight=20.634378328919411 40.818225011229515 26.620362281799316 36.504931010305882 115.56864436715841 29.683896571397781 25.657305978238583 leaf_count=171 139 45 142 523 54 137 internal_value=0.00018342 0.064164 0.0313012 -0.0526372 0.0915164 0.0308257 internal_weight=295.488 133.627 107.007 161.86 70.5021 46.2917 internal_count=1211 380 335 831 193 308 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=7 num_cat=0 split_feature=19 0 13 5 3 8 split_gain=412.917 0.00799391 0.00505241 0.00492431 0.00362792 0.00263839 threshold=1.0000000180025095e-35 0.0077440000000000009 27019.000000000004 5144.0000000000009 5.5000000000000009 4.8797861100816222 decision_type=8 8 8 10 8 10 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.16094225037637197 -0.093233208026285319 -0.096436268863943519 -0.092184769638549879 -0.092035752105409652 -0.096836480245792514 -0.091281925883015258 leaf_weight=100.45017957687378 13.950771339237692 4.2763055041432381 46.536040417850018 6.2736271098256111 3.4940734431147566 106.31314964592457 leaf_count=15 96 19 310 34 13 724 internal_value=-0.00162294 -0.0919201 -0.0917029 -0.0938195 -0.0939549 -0.0915568 internal_weight=281.294 180.844 163.399 10.5499 17.4448 152.849 internal_count=1211 1196 1087 53 109 1034 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=7 num_cat=0 split_feature=13 0 7 0 0 4 split_gain=68.5029 71.9898 28.9374 25.8333 22.6536 21.0573 threshold=50796.000000000007 2.7156310000000006 73.565496186226582 0.0045030000000000009 3.9500000000000005e-05 163.00000000000003 decision_type=8 8 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.053820558405027974 0.21661170444303043 -0.057533018624360992 0.11144702963011438 0.13454615461812983 -0.1006530488833326 -0.11263452004887789 leaf_weight=128.67896790802479 6.3992805555462855 60.532042108476162 12.172016575932501 67.847309328615665 10.03507701307535 2.7891480922698975 leaf_count=307 61 202 87 528 21 5 internal_value=0.000481561 0.0442152 -0.0292426 0.105552 0.00322229 0.116669 internal_weight=288.454 159.775 72.7041 87.0708 19.2235 9.18843 internal_count=1211 904 289 615 87 66 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=7 num_cat=0 split_feature=0 5 3 10 3 19 split_gain=81.7831 45.1952 20.9238 35.1468 16.0754 15.639 threshold=2.7156310000000006 11066.000000000002 6.5000000000000009 35.000000000000007 11.500000000000002 1.0000000180025095e-35 decision_type=8 10 8 10 8 8 left_child=5 2 -2 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.091678374996175274 -0.058194678432727569 0.13445975355035422 0.16708939395240452 -0.093640071561137808 0.047153934063076976 -0.02476942020631058 leaf_weight=60.07641077041626 27.873191609978676 46.880842491984367 15.444381535053251 14.664891630411146 40.431913837790489 83.468791298568249 leaf_count=15 107 98 34 37 132 788 internal_value=0.000762457 0.0536522 0.0151586 0.0441429 0.0803045 -0.0527721 internal_weight=288.84 145.295 98.4144 70.5412 55.8763 143.545 internal_count=1211 408 310 203 166 803 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=7 num_cat=0 split_feature=0 9 10 3 0 3 split_gain=80.8047 50.9264 38.1345 29.6323 28.6228 26.5081 threshold=2.5082350000000004 7.9324736888346079 35.000000000000007 2.5000000000000004 23.872839500000005 1.5000000000000002 decision_type=8 8 8 10 10 8 left_child=3 4 -3 5 -2 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.023603100202927746 0.13548486778051991 -0.086394946071144785 0.066645330876687545 -0.078767967471158232 -0.022473875195001013 0.17444926826436979 leaf_weight=27.001460172235966 64.749597415328026 33.503251202404499 31.675778687000275 108.08449080586433 13.9416212067008 9.0140803307294828 leaf_count=219 130 132 88 556 62 24 internal_value=0.000338179 0.0533522 -0.0120203 -0.0525913 0.1075 0.0259661 internal_weight=287.97 143.87 65.179 144.1 78.6912 36.0155 internal_count=1211 412 220 799 192 243 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=19 0 5 13 0 5 split_gain=340.682 0.0115566 0.0115961 0.0044311 0.00485051 0.00321644 threshold=1.0000000180025095e-35 0.084130500000000011 3089.0000000000005 50796.000000000007 0.0077440000000000009 210.50000000000003 decision_type=8 8 10 8 10 10 left_child=-1 2 3 -2 -5 -3 right_child=1 5 -4 4 -6 -7 leaf_value=0.14289874849451084 -0.093331190059061764 -0.090511565084278878 -0.095458900837382371 -0.091652606261347941 -0.088989267874487854 -0.08931793944119687 leaf_weight=100.66744565963745 5.7196543216705322 29.334984105080366 6.36916160583496 13.181671887636186 14.209222283214329 97.975450288504362 leaf_count=15 57 172 26 97 184 660 internal_value=-0.00237528 -0.0900565 -0.0915513 -0.0907996 -0.090271 -0.089593 internal_weight=267.458 166.79 39.4797 33.1105 27.3909 127.31 internal_count=1211 1196 364 338 281 832 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=20 0 2 7 0 0 split_gain=56.6662 97.1162 19.5151 29.993 14.7564 18.1109 threshold=0.86147496925000011 2.5082350000000004 6.5000000000000009 72.192781170150241 30.033029500000001 45.141901000000011 decision_type=8 8 10 10 8 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.076290514735320447 0.088847979942841826 -0.070229895989337932 0.12874225703028011 -0.078345073871391682 0.098099216991092086 -0.087569204737439177 leaf_weight=71.367868684232235 42.374981343746185 72.349657721817493 58.739489018917084 14.367547154426573 13.080101907253267 8.7803845554590207 leaf_count=81 283 234 463 38 89 23 internal_value=0.000676067 0.0268713 0.0883389 0.0465137 -0.0484752 0.0235245 internal_weight=281.06 209.692 115.482 56.7425 94.2101 21.8605 internal_count=1211 1130 784 321 346 112 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=7 num_cat=0 split_feature=0 10 3 4 5 20 split_gain=66.939 37.4347 49.8843 20.8995 14.7502 14.2065 threshold=2.7156310000000006 35.000000000000007 6.5000000000000009 23338.500000000004 13540.000000000002 1.0000000180025095e-35 decision_type=8 10 8 8 8 8 left_child=5 2 -2 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=-0.089195843984508319 -0.05511911934343236 -0.092083745261693148 0.1401418036189756 -0.079259986811405725 0.073871266232508601 -0.023144299879372634 leaf_weight=54.020193815231323 26.652121193706989 16.802534222602844 55.241751201450825 7.5040032416582099 38.890255644917488 81.978445306420326 leaf_count=15 107 45 115 36 105 788 internal_value=0.00102384 0.0482698 0.0666526 0.098585 0.0491032 -0.0493807 internal_weight=281.089 145.091 128.288 101.636 46.3943 135.999 internal_count=1211 408 363 256 141 803 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=0 10 6 2 0 8 split_gain=66.2363 40.6956 51.2391 30.2786 27.7238 19.3972 threshold=2.5082350000000004 35.000000000000007 98.181572551691147 5.5000000000000009 18.636041000000002 6.0194814376698984 decision_type=8 10 10 10 8 8 left_child=3 2 4 5 -2 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.011792329666393216 0.13357124394647765 0.15468656761090052 -0.067231596504180535 -0.081934949737669655 0.010454658167625214 0.16262930708844203 leaf_weight=36.164702355861664 36.440072268247604 28.617078512907028 41.591783609241247 92.226170510053635 36.722076095640659 7.7405099272727957 leaf_count=285 65 46 183 498 118 16 internal_value=0.000563427 0.047999 0.0213934 -0.0493948 0.0717757 0.0189583 internal_weight=279.502 143.371 114.754 136.131 73.1621 43.9052 internal_count=1211 412 366 799 183 301 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=19 0 5 5 13 0 split_gain=283.098 0.011452 0.0114974 0.00390602 0.00377239 0.00397546 threshold=1.0000000180025095e-35 0.084130500000000011 3089.0000000000005 231.00000000000003 50796.000000000007 0.0077440000000000009 decision_type=8 8 10 10 8 10 left_child=-1 2 4 -3 -2 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.12920045898027507 -0.091508272532511759 -0.088897327106620933 -0.093862800340375876 -0.087531218947928313 -0.089877395461052362 -0.08736565493731252 leaf_weight=98.301243782043457 5.3360335156321526 27.381903853267431 6.0533472895622245 88.822263590991497 12.215531244874006 13.015508532524107 leaf_count=15 57 175 26 657 97 184 internal_value=-0.00318493 -0.0883391 -0.0898811 -0.0878531 -0.0890926 -0.0885817 internal_weight=251.126 152.825 36.6204 116.204 30.5671 25.231 internal_count=1211 1196 364 832 338 281 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=13 0 7 0 10 0 split_gain=48.9805 42.1509 22.2128 20.7239 17.9879 17.9485 threshold=50796.000000000007 2.7156310000000006 73.565496186226582 0.0045030000000000009 47.000000000000007 3.9500000000000005e-05 decision_type=8 8 10 10 10 10 left_child=4 3 -3 5 -1 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.060975116293284393 0.088365119936719583 -0.050670877653850636 0.095670945920667605 0.10789395646449387 0.0801443014860974 -0.10184360926481756 leaf_weight=104.65088245272636 9.7975935414433497 54.226425997912884 12.825241684913633 69.608667835593224 9.8857064768671972 10.049499198794363 leaf_count=237 66 202 87 528 70 21 internal_value=0.000897008 0.0372631 -0.0226795 0.0821931 -0.048795 -0.00794634 internal_weight=271.044 156.507 67.0517 89.4558 114.537 19.8471 internal_count=1211 904 289 615 307 87 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=9 20 0 11 13 4 split_gain=53.7783 30.0646 22.6461 13.7814 22.1367 12.2386 threshold=7.9554661740380395 0.64199058305000012 19.409948500000002 15.500000000000002 27019.000000000004 126.00000000000001 decision_type=8 8 10 10 8 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.057925717527808465 -0.027961778175978121 0.098140182145982954 0.065519309177415427 0.23759688698575984 -0.091705591325674324 -0.058746138467959022 leaf_weight=9.6151916757225973 26.297653861343861 67.269329614937305 21.392815753817558 4.322632372379303 3.8680958747863752 138.45652706921101 leaf_count=72 51 191 82 12 35 768 internal_value=0.00134073 0.0626983 -0.0309749 -0.0441853 0.0820828 -0.0511699 internal_weight=271.222 93.567 177.655 156.262 8.19073 148.072 internal_count=1211 242 969 887 47 840 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=13 10 9 10 4 3 split_gain=51.1548 40.9342 34.4388 14.4733 15.6838 21.52 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 25.000000000000004 163.00000000000003 1.0000000180025095e-35 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.08797095375837384 -0.044256906989363243 0.13407014661057662 -0.07760670362961164 -0.089736956639156096 0.18594226661563762 0.036444430499802644 leaf_weight=52.356645800173283 20.824985988438129 28.407859224826097 39.573390867561102 9.8482045009732229 10.581005811691282 106.99499726668 leaf_count=125 177 61 257 29 18 544 internal_value=0.000718769 0.0221935 0.00527237 0.027396 0.0357308 0.0498982 internal_weight=268.587 216.23 187.823 148.249 138.401 117.576 internal_count=1211 1086 1025 768 739 562 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=7 num_cat=0 split_feature=19 0 13 0 0 4 split_gain=240.681 0.0107617 0.0105566 0.00511365 0.00467079 0.00174873 threshold=1.0000000180025095e-35 0.084130500000000011 50796.000000000007 0.0045030000000000009 3.9500000000000005e-05 386.50000000000006 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=0.1195598729472255 -0.091137685222716536 -0.087720400143930038 -0.086719632199967811 -0.086647855728088544 -0.090768488967166647 -0.086160764586280469 leaf_weight=94.374390125274658 9.4316263981163484 7.8591104224324217 4.7666711844503862 26.995231702923775 7.0829920098185539 84.334198080003262 leaf_count=15 76 90 66 277 21 666 internal_value=-0.00394834 -0.0869271 -0.0881367 -0.087408 -0.0891398 -0.0862937 internal_weight=234.844 140.47 48.2765 38.8449 11.8497 92.1933 internal_count=1211 1196 440 364 87 756 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=19 0 0 4 5 2 split_gain=41.8484 66.0078 16.0737 13.0245 12.7261 11.4829 threshold=0.056355504000000008 2.5082350000000004 0.0077440000000000009 343.00000000000006 126.00000000000001 6.5000000000000009 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 4 -3 -4 right_child=1 3 5 -5 -6 -7 leaf_value=-0.085380540496847623 -0.0024540432011940254 -0.045856569718948102 0.048280076291699843 -0.049695523486587539 0.22870300656404835 0.11970367612220507 leaf_weight=45.990470804274082 23.76098670065403 3.311620593070983 38.759089969098568 93.07384192943573 3.4437535032629967 53.690649263560772 leaf_count=18 109 12 231 363 34 444 internal_value=0.00123513 0.0196738 0.0709052 -0.0399644 0.0941084 0.0897597 internal_weight=262.03 216.04 116.211 99.8292 6.75537 92.4497 internal_count=1211 1193 784 409 46 675 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=0 10 3 4 0 19 split_gain=45.2396 26.4209 35.1212 16.3544 12.7226 29.801 threshold=2.7156310000000006 35.000000000000007 6.5000000000000009 23338.500000000004 0.084130500000000011 1.0000000180025095e-35 decision_type=8 10 8 8 10 8 left_child=4 2 -2 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.085774340868592217 -0.051830197784289538 -0.088716086375015671 0.11791915291197673 0.03752654715151077 -0.090509177158592691 0.034185392941428965 leaf_weight=38.421144485473633 24.907250255346298 14.316685974597929 54.590854130685329 47.169701896607876 38.683551531285048 44.922163531184196 leaf_count=13 107 45 115 141 426 364 internal_value=0.00146485 0.0400495 0.0546033 0.0806543 -0.0431141 -0.0211159 internal_weight=263.011 140.984 126.668 101.761 122.027 83.3433 internal_count=1211 408 363 256 803 377 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=0 10 8 2 3 4 split_gain=44.76 27.4982 34.8862 25.231 18.7491 15.4198 threshold=2.5082350000000004 35.000000000000007 6.132086408704077 5.5000000000000009 6.5000000000000009 343.00000000000006 decision_type=8 10 10 10 8 10 left_child=3 2 4 -1 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.01765597305348645 -0.014208728793656087 0.12891396269376795 -0.081517840231107239 -0.077581346494456291 0.0085234916785245831 0.1407487853458185 leaf_weight=43.288301356136799 8.4016841128468496 27.649273335933685 26.95633177831769 77.835996128618717 48.06108445301652 27.250173933804035 leaf_count=301 46 46 133 498 137 50 internal_value=0.000841538 0.0397102 0.0174238 -0.0435447 0.0492839 0.104232 internal_weight=259.443 138.319 110.669 121.124 83.7129 35.6519 internal_count=1211 412 366 799 233 96 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=19 13 4 3 10 9 split_gain=203.55 0.00496102 0.00423824 0.00421177 0.00178779 0.00270636 threshold=1.0000000180025095e-35 27019.000000000004 343.00000000000006 21.000000000000004 32.000000000000007 6.1543405684905501 decision_type=8 8 10 10 10 10 left_child=-1 3 -3 -2 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.11138049238554114 -0.090005828509005362 -0.086360719151813328 -0.084491063723039619 -0.085405649239435916 -0.084171865677369007 -0.085804493631730552 leaf_weight=88.783275127410889 4.5834326148033142 35.930635243654251 25.420139975845814 3.5178570449352264 17.750780057162046 40.977669149637222 leaf_count=15 37 355 226 16 148 414 internal_value=-0.0050018 -0.0856131 -0.0854515 -0.0880083 -0.0850633 -0.0853017 internal_weight=216.964 128.181 120.079 8.10129 84.1486 66.3978 internal_count=1211 1196 1143 53 788 640 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=15 15 0 0 0 0 split_gain=35.7456 23.0772 22.7699 35.1475 16.1203 13.9586 threshold=4.5000000000000009 11.500000000000002 2.7156310000000006 0.0077440000000000009 3.9500000000000005e-05 18.636041000000002 decision_type=8 10 10 10 10 10 left_child=2 -2 3 4 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.079401992954295592 -0.066040616884960421 0.12586396080353504 -0.060394398353388473 0.093666270609528035 -0.071606637065032466 0.044005775600848951 leaf_weight=9.9150196537375432 79.13013955950737 6.8052122220396987 36.013300530612469 74.905193790793419 24.629220969974995 19.874249249696732 leaf_count=66 204 61 141 579 47 113 internal_value=0.00147272 -0.0508437 0.0286647 0.055183 -0.0282636 -0.0232685 internal_weight=251.272 85.9354 165.337 109.449 34.5442 55.8875 internal_count=1211 265 946 692 113 254 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=19 9 10 0 5 0 split_gain=36.7782 35.3037 17.8493 13.1995 34.5341 15.2044 threshold=0.056355504000000008 7.870704012360048 35.000000000000007 0.0045030000000000009 59.000000000000007 19.409948500000002 decision_type=8 8 10 10 10 10 left_child=-1 3 -3 4 -2 -5 right_child=1 2 -4 5 -6 -7 leaf_value=-0.085335898930582868 -0.094738617766025504 0.071859269593841299 -0.088688341916409952 -0.055246007855010028 0.19881099998484081 0.049702306342194413 leaf_weight=40.750708118081093 7.5018474683165577 95.792860373854637 7.4645288363099089 75.393384523689747 8.604006811976431 16.89849828928709 leaf_count=18 69 345 37 655 20 67 internal_value=0.00165867 0.018408 0.0602532 -0.0214528 0.0620803 -0.0360301 internal_weight=252.406 211.655 103.257 108.398 16.1059 92.2919 internal_count=1211 1193 382 811 89 722 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=7 num_cat=0 split_feature=13 10 9 0 5 4 split_gain=38.1162 28.2282 25.7135 13.5173 11.9512 17.4199 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 0.10875250000000002 161.00000000000003 163.00000000000003 decision_type=8 10 10 8 8 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.084965008573830658 -0.044869809034680706 0.11536414319885849 -0.073567526351644486 0.043481915161389766 -0.091659122319771191 0.1151618657697374 leaf_weight=42.548421882092953 17.895154684782032 26.490236014127731 33.961649015545845 100.39676912128925 16.060086380690336 10.972711510956286 leaf_count=125 162 61 257 442 124 40 internal_value=0.00119399 0.0190091 0.00477226 0.0230799 -0.0225109 0.0159584 internal_weight=248.325 205.777 179.286 145.325 44.928 28.8679 internal_count=1211 1086 1025 768 326 202 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=19 0 13 0 0 0 split_gain=173.819 0.00807812 0.00584909 0.00399707 0.00347673 0.00222479 threshold=1.0000000180025095e-35 0.0077440000000000009 27019.000000000004 0.25241550000000007 3.9500000000000005e-05 30.113607500000004 decision_type=8 8 8 10 10 8 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.10507116937473203 -0.084480929933236484 -0.089572250291517636 -0.083734345220166276 -0.084909246340014607 -0.088040605253404666 -0.084898294826693532 leaf_weight=82.463603973388672 4.0652651637792578 3.1814479827880859 76.048399362713099 4.3541491515934467 8.4406817331910116 20.944508962333202 leaf_count=15 66 16 870 37 43 164 internal_value=-0.00612891 -0.0844816 -0.0841942 -0.0868779 -0.0868835 -0.0839857 internal_weight=199.498 117.034 104.529 7.5356 12.5059 96.9929 internal_count=1211 1196 1087 53 109 1034 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=19 0 2 11 0 0 split_gain=31.0206 41.4755 12.1604 17.8081 11.7354 10.0931 threshold=0.056355504000000008 2.7156310000000006 11.500000000000002 11.500000000000002 18.636041000000002 0.0077440000000000009 decision_type=8 8 10 10 8 10 left_child=-1 2 3 5 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.08246234701889478 -0.0029698496412256144 -0.06635792699950431 0.11163402381182451 -0.10951812302745151 0.0064769602411525592 0.075960531790336211 leaf_weight=36.92493188008666 23.273189641535282 49.509506531059742 30.112353548407555 7.4967239499092093 39.990004040300846 53.31144655495882 leaf_count=18 109 201 268 15 204 396 internal_value=0.00186907 0.0171564 0.0571046 0.0375758 -0.033814 0.0519745 internal_weight=240.618 203.693 114.194 84.0814 89.4995 76.5846 internal_count=1211 1193 788 520 405 505 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=19 9 10 10 15 7 split_gain=31.3378 27.5587 14.3321 12.4891 12.1896 19.7143 threshold=0.056355504000000008 7.870704012360048 35.000000000000007 30.500000000000004 4.5000000000000009 73.889430507262418 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.084059805978728044 -0.019181213253919974 0.063326388476648718 -0.086965047813989726 0.12269464693619228 0.13898638516403014 -0.061476020367129958 leaf_weight=36.170118235051632 104.75108505412936 39.582749485969543 6.7483814992010585 26.152243882417679 10.824627220630644 18.606933522969484 leaf_count=18 811 99 37 55 19 172 internal_value=0.00180941 0.016838 0.0538596 0.0638456 0.0415454 0.0234191 internal_weight=242.836 206.666 101.915 95.1666 69.0143 58.1897 internal_count=1211 1193 382 345 290 271 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=13 10 9 0 8 5 split_gain=32.8911 23.0333 22.1352 10.5412 11.773 10.9475 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 0.10875250000000002 6.7585825373291648 161.00000000000003 decision_type=8 10 10 8 10 10 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.083773052907459788 0.016257879405213067 0.10705446307920606 -0.071369300153501944 0.031708741379326444 0.19718423977469215 -0.090035960563085854 leaf_weight=38.088117279112339 28.415615878999233 25.170961625874043 31.359172698110342 95.936035022139549 4.501245141029357 14.703048225492237 leaf_count=125 202 61 257 434 8 124 internal_value=0.00140059 0.0176141 0.00474332 0.0213698 0.0391248 -0.0199873 internal_weight=238.174 200.086 174.915 143.556 100.437 43.1187 internal_count=1211 1086 1025 768 442 326 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=19 0 13 5 0 10 split_gain=148.817 0.00770205 0.00437484 0.003549 0.00275171 0.00261473 threshold=1.0000000180025095e-35 0.0077440000000000009 27019.000000000004 5271.0000000000009 3.9500000000000005e-05 25.000000000000004 decision_type=8 8 8 10 10 10 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.099905690665395119 -0.083719314083474258 -0.087799911643238693 -0.083348407297127308 -0.083238707820394775 -0.086989176513736249 -0.082104553364656219 leaf_weight=75.543147563934326 3.8070704489946348 3.6206291913986206 65.336486469954252 3.2256561033427715 7.9435339905321598 22.796680636703968 leaf_count=15 66 29 785 24 43 249 internal_value=-0.00749606 -0.0835146 -0.0832158 -0.0856509 -0.0859298 -0.0830267 internal_weight=182.273 106.73 94.9795 6.84629 11.7506 88.1332 internal_count=1211 1196 1087 53 109 1034 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=19 0 2 11 0 9 split_gain=26.5293 33.6802 10.7073 15.0789 10.567 8.88284 threshold=0.056355504000000008 2.7156310000000006 11.500000000000002 11.500000000000002 18.636041000000002 7.9538437412311724 decision_type=8 8 10 10 8 10 left_child=-1 2 3 5 -3 -2 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.081196372133861217 0.054405592709111175 -0.063827978775373079 0.1043073572450203 -0.10548588700955344 0.0065846958629546121 -0.10864112359212966 leaf_weight=32.708251420408487 72.286236621439457 45.934806752949953 29.110184393823147 7.1051905751228324 39.762645862996578 3.5033336877822867 leaf_count=18 497 201 268 15 204 8 internal_value=0.00222727 0.016029 0.0521323 0.03381 -0.0311573 0.0468688 internal_weight=230.411 197.702 112.005 82.8948 85.6975 75.7896 internal_count=1211 1193 788 520 405 505 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=19 9 10 10 7 15 split_gain=26.8762 22.0566 11.7612 11.0478 10.2695 15.5596 threshold=0.056355504000000008 7.870704012360048 35.000000000000007 30.500000000000004 73.565496186226582 4.5000000000000009 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.08299947568539448 -0.016960636844492297 0.12306194254793251 -0.085514953357111956 0.11531327450497285 -0.054503915629674375 0.056827434210743967 leaf_weight=32.037314623594284 102.20022918283939 11.586288154125212 6.0750163793563834 24.754996329545975 18.831823382526636 37.653672344982624 leaf_count=18 811 21 37 55 177 92 internal_value=0.00206657 0.0156183 0.0492838 0.0581057 0.0373016 0.0197104 internal_weight=233.139 201.102 98.9018 92.8268 68.0718 56.4855 internal_count=1211 1193 382 345 290 269 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=7 num_cat=0 split_feature=0 5 3 4 4 4 split_gain=26.2722 17.4389 16.7013 14.2798 10.7984 18.6737 threshold=0.10875250000000002 161.00000000000003 75.000000000000014 163.00000000000003 24525.000000000004 4433.0000000000009 decision_type=8 10 10 10 10 10 left_child=1 3 4 -1 5 -2 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.042232111827222522 0.037574051024142019 -0.084701914032766029 -0.090509261326181478 0.10267314973202597 0.10488463643086943 -0.086638716537393454 leaf_weight=17.328063979744915 109.61864672228694 46.450447455048561 11.520771495997904 11.193963676691054 18.982149500399828 13.605317458510397 leaf_count=162 507 205 61 40 49 187 internal_value=0.00162373 -0.0469095 0.0252934 0.0146385 0.0346751 0.0238596 internal_weight=228.699 74.9725 153.727 28.522 142.206 123.224 internal_count=1211 407 804 202 743 694 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=19 0 11 0 0 0 split_gain=127.96 0.0063711 0.00251395 0.00298382 0.00240816 0.00153751 threshold=1.0000000180025095e-35 0.0077440000000000009 15.500000000000002 0.10875250000000002 3.9500000000000005e-05 16.746952500000003 decision_type=8 8 10 10 8 8 left_child=-1 4 5 -4 -2 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.095744514044509052 -0.082769998238670928 -0.081960790084943461 -0.086610413021376412 -0.081945583280794959 -0.085962546354421243 -0.082928669951949738 leaf_weight=68.509652137756348 3.4701754264533493 58.025791984051466 2.9494387507438651 2.5625205282121897 7.4033826142549524 22.885788232088089 leaf_count=15 66 822 11 48 43 206 internal_value=-0.00894646 -0.0826624 -0.0823753 -0.0844417 -0.0849437 -0.0822346 internal_weight=165.807 97.2971 86.4235 5.51196 10.8736 80.9116 internal_count=1211 1196 1087 59 109 1028 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=15 10 11 13 0 7 split_gain=22.9092 22.336 13.9481 13.9753 10.1259 13.3665 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 2.7156310000000006 73.565496186226582 decision_type=10 10 10 8 8 10 left_child=2 -2 3 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.086203736948294141 -0.079234373744996103 0.10980798592563229 0.088307356506894363 0.044493007496825013 -0.038402477433803171 0.077533104825173491 leaf_weight=14.054401084780691 46.940738260746002 7.2101356089115134 25.861430495977402 69.627521492540836 44.223718874156475 12.829430773854254 leaf_count=29 117 72 226 483 202 82 internal_value=0.00244155 -0.0540636 0.0208081 0.00840445 0.0189006 -0.0123323 internal_weight=220.747 54.1509 166.597 140.735 126.681 57.0531 internal_count=1211 189 1022 796 767 284 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=19 5 5 0 14 10 split_gain=23.1183 19.2416 12.2898 24.3031 13.1983 16.394 threshold=0.056355504000000008 26643.000000000004 59.000000000000007 0.0077440000000000009 1.5000000000000002 35.000000000000007 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.08208827559244844 -0.090061372416957219 0.098770584633587566 0.14102051762779919 -0.032581040098476947 0.047079066971084549 -0.083999584913782635 leaf_weight=28.28984958678484 13.124514274299143 23.861608777195215 13.112603187561033 69.570206865668297 64.641396403312683 11.19394016638398 leaf_count=18 123 60 40 618 254 98 internal_value=0.00240397 0.0146302 0.00293304 0.0106325 -0.00112581 0.0277307 internal_weight=223.794 195.504 171.643 158.518 145.406 75.8353 internal_count=1211 1193 1133 1010 970 352 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=13 10 3 4 4 4 split_gain=25.0645 17.4987 16.0872 17.097 11.9576 16.0269 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 24525.000000000004 343.00000000000006 2363.0000000000005 decision_type=8 10 10 10 10 8 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.08203825542973428 -0.0021144043603438002 0.09847893178038214 -0.06813631315077584 0.068224314568470085 0.086022912953875194 -0.090073024401875923 leaf_weight=30.648887179791927 63.528318308293819 22.377896226942539 43.963343929499388 11.626413460820912 41.676151696592569 5.9000001102685919 leaf_count=125 355 61 350 50 182 88 internal_value=0.00184972 0.0154481 0.0043016 -0.0396169 0.0262757 0.064185 internal_weight=219.721 189.072 166.694 55.5898 111.104 47.5762 internal_count=1211 1086 1025 400 625 270 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=19 10 13 9 5 8 split_gain=110.367 0.0030445 0.00274666 0.00075368 0.000595483 0.00109088 threshold=1.0000000180025095e-35 25.000000000000004 27019.000000000004 7.4755209420133424 16818.000000000004 6.2138397486531192 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -3 5 -4 right_child=1 3 4 -5 -6 -7 leaf_value=0.092386806305525301 -0.084659803242928072 -0.082971867802359406 -0.081952092434061319 -0.080646235836867614 -0.081058307866936963 -0.083183229848366833 leaf_weight=61.669895172119141 4.2551282979547977 1.5024764090776468 49.425630938261747 19.211351983249187 5.6792872771620742 8.4238226879388076 leaf_count=15 38 7 701 261 51 138 internal_value=-0.0103108 -0.0818759 -0.0822002 -0.0808149 -0.0820354 -0.0821314 internal_weight=150.168 88.4977 67.7839 20.7138 63.5287 57.8495 internal_count=1211 1196 928 268 890 839 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=7 num_cat=0 split_feature=15 15 11 13 0 7 split_gain=19.6333 15.3209 11.8569 12.0384 8.21191 11.342 threshold=4.5000000000000009 11.500000000000002 6.5000000000000009 50796.000000000007 2.7156310000000006 73.565496186226582 decision_type=10 8 10 8 8 10 left_child=2 -2 3 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.085236644323107125 -0.072586896088383354 0.10312590469803357 0.082687984130907513 0.040585930481390226 -0.036082762530621287 0.070158836507045672 leaf_weight=12.565650984644888 43.489425174891949 5.6013816446065894 25.194592647254467 68.775648348033428 42.642220716923475 13.146448299288748 leaf_count=29 128 61 226 483 202 82 internal_value=0.0028765 -0.0525376 0.019635 0.00805047 0.017461 -0.0110472 internal_weight=211.415 49.0908 162.325 137.13 124.564 55.7887 internal_count=1211 189 1022 796 767 284 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=7 num_cat=0 split_feature=19 5 5 0 14 10 split_gain=19.7831 16.7017 10.6799 20.1811 10.249 12.9435 threshold=0.056355504000000008 20561.500000000004 59.000000000000007 0.0074905000000000015 1.5000000000000002 35.000000000000007 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.081341901281497819 -0.088560420905612003 0.088194070749116268 0.129448325119249 -0.030847873997503203 0.040143227502317982 -0.082753412639747267 leaf_weight=24.91646446287632 12.148595780134199 25.816556546837091 12.719350196421145 65.663686532527208 63.438158441334963 9.9083257876336557 leaf_count=18 123 74 35 609 254 98 internal_value=0.00243141 0.0134351 0.0016579 0.00888145 -0.00215035 0.0235412 internal_weight=214.611 189.695 163.878 151.73 139.01 73.3465 internal_count=1211 1193 1119 996 961 352 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=13 10 9 10 8 0 split_gain=21.6966 14.6361 15.0005 7.27374 8.54843 8.08935 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 25.000000000000004 6.7585825373291648 2.7156310000000006 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.081249089791500473 -0.0049980767114812235 0.093667506622428898 -0.067057159624825613 -0.08849262198639582 0.13000533680121448 0.046984745898913008 leaf_weight=27.247530549764633 73.313416626304388 20.663394596427679 24.927029591053724 6.207638766616582 6.9752429127693167 50.595710106194019 leaf_count=125 579 61 257 29 19 141 internal_value=0.00199307 0.0144088 0.00430044 0.0172752 0.0222916 0.016228 internal_weight=209.93 182.682 162.019 137.092 130.884 123.909 internal_count=1211 1086 1025 768 739 720 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=7 num_cat=0 split_feature=19 0 13 10 0 9 split_gain=95.5769 0.00300369 0.00367618 0.0016885 0.00139722 0.000919929 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 25.000000000000004 0.0077440000000000009 7.4755209420133424 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 -3 -4 -5 right_child=1 3 4 5 -6 -7 leaf_value=0.089642731017660945 -0.085966241054092174 -0.081144285167930472 -0.082712526899611311 -0.082374871807418745 -0.081182636454483592 -0.079708741939065533 leaf_weight=55.163958072662354 2.1755986213684082 34.437114037573338 8.9528155401349121 1.4105195403099084 17.915145892649889 15.689489929005502 leaf_count=15 8 499 109 7 323 250 internal_value=-0.0117724 -0.0811993 -0.0820126 -0.0807409 -0.0816924 -0.0799287 internal_weight=135.745 80.5807 29.0436 51.5371 26.868 17.1 internal_count=1211 1196 440 756 432 257 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=7 num_cat=0 split_feature=19 0 2 11 4 5 split_gain=16.7441 18.112 10.2118 9.63958 9.01086 8.69125 threshold=0.056355504000000008 2.7156310000000006 8.5000000000000018 10.500000000000002 343.00000000000006 126.00000000000001 decision_type=8 8 10 8 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.078236415886371452 0.028844127908254993 -0.04038058300918583 0.081626702054675204 -0.10239634858689257 -0.034801656512631042 0.18639757094485887 leaf_weight=22.435702171176672 60.521818347275257 3.0440696179866782 38.058924190700054 6.1668401956558219 68.806165121495724 3.7991344258189201 leaf_count=18 404 12 369 15 359 34 internal_value=0.00323534 0.0133679 0.0402956 0.016708 -0.0239175 0.0855196 internal_weight=202.833 180.397 104.748 66.6887 75.6494 6.8432 internal_count=1211 1193 788 419 405 46 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 0 split_gain=16.9753 14.6266 9.68062 16.4255 9.89488 12.0477 threshold=0.056355504000000008 26643.000000000004 59.000000000000007 0.0074905000000000015 5.0057140000000011 0.084130500000000011 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.080718251852150563 -0.087251038576021789 0.090130042091222606 0.11561600608813537 0.014126603043739762 0.017908522598020678 -0.087114475109041412 leaf_weight=21.897613488137722 11.262548610568045 21.403282854706049 13.156825810670851 22.596614699810743 91.207409091293812 24.496560391038656 leaf_count=18 123 60 35 233 323 419 internal_value=0.00251727 0.0124164 0.00219438 0.00884564 -0.00131165 -0.0385362 internal_weight=206.021 184.123 162.72 151.457 138.301 47.0932 internal_count=1211 1193 1133 1010 975 652 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=13 3 4 4 8 5 split_gain=18.7764 8.86772 10.989 15.5819 8.28095 9.70426 threshold=49191.500000000007 75.000000000000014 24525.000000000004 4433.0000000000009 5.2927476730057128 5657.0000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.080564616570366024 0.0010999262770163846 -0.089825034838161219 0.097477409995028644 -0.084815920292581407 0.069652567586132877 -0.04722424223103483 leaf_weight=24.172271233052015 83.73837772756815 7.9487818777561179 15.864419817924498 15.556778071448205 45.414803147315979 8.4213631153106672 leaf_count=125 424 55 44 270 259 34 internal_value=0.00210426 0.0133976 0.0182527 0.010045 0.0207718 0.05137 internal_weight=201.117 176.945 168.996 153.131 137.575 53.8362 internal_count=1211 1086 1031 987 717 293 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=7 num_cat=0 split_feature=19 0 13 8 0 16 split_gain=83.0505 0.00234471 0.00356807 0.000983528 0.000798629 0.000657176 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 5.1998592407613584 0.0077440000000000009 1.0000000180025095e-35 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 -3 -4 -5 right_child=1 3 4 5 -6 -7 leaf_value=0.087387708945100812 -0.085340365521648809 -0.081028088840827184 -0.081838747007448392 -0.080365830743961586 -0.080626634983038861 -0.079511498874037079 leaf_weight=49.106621265411377 2.0800153017044067 10.742074040696023 8.1158361807465607 17.972500275820494 16.460538962855935 18.043045839294791 leaf_count=15 8 145 109 295 323 316 internal_value=-0.013279 -0.080615 -0.0813635 -0.0801883 -0.0810269 -0.0799378 internal_weight=122.521 73.414 26.6564 46.7576 24.5764 36.0155 internal_count=1211 1196 440 756 432 611 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=15 10 0 0 0 7 split_gain=15.0711 15.3146 7.90623 14.4579 10.3375 8.54188 threshold=4.5000000000000009 50.000000000000007 0.0045030000000000009 2.7156310000000006 3.9500000000000005e-05 73.565496186226582 decision_type=10 10 8 8 10 8 left_child=2 -2 4 -4 -1 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.045468296368360576 -0.075464856497963473 0.098491940213641091 0.059094439104017217 -0.050613867021172133 -0.08659110100160694 0.025340703685114676 leaf_weight=9.8492888286709803 35.167778685688972 5.911565661430358 68.590811058878899 26.447868898510933 14.886998318135737 33.637481417506933 leaf_count=66 117 72 598 126 28 204 internal_value=0.00336345 -0.0504314 0.0177681 0.0277216 -0.0340088 -0.00809235 internal_weight=194.492 41.0793 153.412 128.676 24.7363 60.0854 internal_count=1211 189 1022 928 94 330 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=19 5 5 0 3 2 split_gain=14.537 12.2425 8.82713 13.8544 8.85822 22.973 threshold=0.056355504000000008 27922.500000000004 59.000000000000007 0.0045030000000000009 6.5000000000000009 7.5000000000000009 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.080207822887898933 -0.086193778366152232 0.086980824635394999 0.11854881790128502 -0.042264330973140252 0.14009842245742851 -0.0028213970020701663 leaf_weight=19.21144050359726 10.532502137124537 19.107549350708723 10.630305320024489 36.406755905598402 12.868123620748518 89.26914830878377 leaf_count=18 123 58 21 409 24 558 internal_value=0.00245266 0.0113335 0.00228298 0.00852991 8.82963e-05 0.0151849 internal_weight=198.026 178.814 159.707 149.174 138.544 102.137 internal_count=1211 1193 1135 1012 991 582 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=7 num_cat=0 split_feature=13 10 9 7 7 0 split_gain=16.5534 11.5554 13.643 6.24423 12.434 10.9437 threshold=49191.500000000007 35.000000000000007 7.8464943593056891 76.737816091223081 69.792058971722028 25.140853500000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.080058251241290679 0.020462163794696685 0.08532636094851935 -0.073612509283277491 -0.041248686005059765 0.11191803128403029 -0.10690941520139902 leaf_weight=21.572801291942596 94.31654935143888 19.513562316074967 19.899199239909649 17.083151333034039 13.987471744418142 7.2652204483747473 leaf_count=125 547 82 243 141 40 33 internal_value=0.00251554 0.0128683 0.00359985 0.0151825 0.023524 0.0113524 internal_weight=193.638 172.065 152.552 132.652 115.569 101.582 internal_count=1211 1086 1004 761 620 580 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=19 10 3 13 0 0 split_gain=72.4933 0.00171027 0.001107 0.0012027 0.00127909 0.00078219 threshold=1.0000000180025095e-35 41.000000000000007 75.000000000000014 27019.000000000004 0.25241550000000007 0.014076500000000002 decision_type=8 10 10 8 10 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.08556029061527648 -0.083710974378918418 -0.078482361995053873 -0.078877303089329512 -0.080828452633957742 -0.08017055756040585 -0.079990691971016936 leaf_weight=43.654526233673096 2.1579134464263916 5.9754472319036713 5.321485122665762 16.308063287287951 1.9359164237976072 35.200601872056723 leaf_count=15 16 117 61 234 33 735 internal_value=-0.0146837 -0.0800968 -0.0802552 -0.0803871 -0.0820368 -0.0802559 internal_weight=110.554 66.8994 60.924 55.6025 4.09383 51.5087 internal_count=1211 1196 1079 1018 49 969 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=7 num_cat=0 split_feature=10 10 0 4 7 6 split_gain=12.651 13.2913 7.46531 9.27857 10.4556 10.6295 threshold=30.500000000000004 50.000000000000007 47.407128000000007 2283.5000000000005 73.889430507262418 84.878191631965962 decision_type=10 10 10 10 10 8 left_child=2 -2 3 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0054049289843318953 -0.071860154020941522 0.096055129734334346 -0.093194368579449266 0.069665088821759813 0.10720820742290318 -0.088234026477155822 leaf_weight=102.34479520097375 32.744258880615234 5.5067286267876616 5.9228674024343482 10.302055582404138 22.549258597195148 7.2733255773782721 leaf_count=612 137 72 18 113 227 32 internal_value=0.0035926 -0.0476866 0.0168108 0.021384 0.0621415 0.00432075 internal_weight=186.643 38.251 148.392 142.469 40.1246 17.5754 internal_count=1211 209 1002 984 372 145 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=7 num_cat=0 split_feature=21 5 5 0 0 0 split_gain=12.4257 10.718 7.82891 11.6539 7.85669 9.99646 threshold=0.11311668870000001 26643.000000000004 59.000000000000007 0.0077440000000000009 5.0057140000000011 0.084130500000000011 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.080742955286601359 -0.085204069680994504 0.081608259814428652 0.092106348437077892 0.01201916182717051 0.014740742275948524 -0.085840651296228546 leaf_weight=16.429164737462997 9.7371764294803125 18.771006762981415 14.615279570221899 20.492755196988583 89.029442731291056 21.275867082178593 leaf_count=21 123 60 40 228 320 419 internal_value=0.00238599 0.0102386 0.00160389 0.00741673 -0.00204643 -0.0378281 internal_weight=190.351 173.922 155.151 145.413 130.798 41.7686 internal_count=1211 1190 1130 1007 967 647 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=13 10 9 4 5 8 split_gain=14.313 9.98614 11.9421 5.46391 7.85304 6.34954 threshold=49191.500000000007 35.000000000000007 7.8464943593056891 24525.000000000004 4795.5000000000009 6.7585825373291648 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.079460928462842348 0.01006078961226479 0.081958760782518958 -0.072239404148237638 0.10942146760899665 -0.094740896731987101 0.11094904972170042 leaf_weight=19.048453209921718 111.75303225032985 18.196997098624706 18.272355010733008 5.7448623776435843 6.8097511008381835 6.607036128640174 leaf_count=125 701 82 243 11 30 19 internal_value=0.00267458 0.0120217 0.00349114 0.0140612 0.00968449 0.0156925 internal_weight=186.432 167.384 149.187 130.915 125.17 118.36 internal_count=1211 1086 1004 761 750 720 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=19 10 5 13 0 8 split_gain=63.4746 0.00147115 0.00119129 0.00105493 0.00107184 0.000650128 threshold=1.0000000180025095e-35 41.000000000000007 26041.500000000004 27019.000000000004 0.25241550000000007 7.3352983901173188 decision_type=8 10 10 8 10 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.084032641680864412 -0.083095666571530113 -0.078039414997615922 -0.078243987066544424 -0.079715086009977856 -0.079744012968542888 -0.081381574910104559 leaf_weight=38.715605735778809 2.0382690429687504 5.2324627796187988 4.5593919306993476 44.971840692684054 1.7938785441219804 2.4695074558258048 leaf_count=15 16 117 60 943 33 27 internal_value=-0.0161357 -0.0796427 -0.079793 -0.0799307 -0.0815267 -0.0798018 internal_weight=99.781 61.0654 55.8329 51.2735 3.83215 47.4413 internal_count=1211 1196 1079 1019 49 970 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 0 split_gain=11.559 11.9034 7.62352 8.27768 6.2643 5.05311 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 30.500000000000004 47.407128000000007 decision_type=10 10 10 8 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=-0.085267583981031084 -0.073110453934099692 0.093561734330189661 0.096460944198582865 0.01775477007415141 -0.041327735971912943 -0.094088841668784048 leaf_weight=9.121408134698866 29.161542974412441 5.0229951068758956 17.633531380444769 111.15478685870767 4.0589700415730467 4.1919231712818137 leaf_count=29 117 72 197 756 29 11 internal_value=0.00372896 -0.04862 0.0159725 0.00643823 0.0706788 0.0136902 internal_weight=180.345 34.1845 146.161 124.468 21.6925 115.347 internal_count=1211 189 1022 796 226 767 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=7 num_cat=0 split_feature=19 10 10 15 10 5 split_gain=10.7108 8.98632 16.9967 12.2695 10.2323 7.3525 threshold=0.056355504000000008 35.000000000000007 30.500000000000004 4.5000000000000009 13.500000000000002 59.000000000000007 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.079548849280986211 -0.084389756676594485 -0.081162727366224374 0.099475824375707012 0.093978554839393283 -0.09883954834838829 0.0093006050840570287 leaf_weight=14.726842194795609 9.1104728803038579 10.29168266803026 20.817492246627808 13.251558646559713 11.106566678732632 103.92231548763812 leaf_count=18 123 138 60 34 191 647 internal_value=0.00223404 0.00938184 0.0152719 0.0025133 -0.00725039 0.00174914 internal_weight=183.227 168.5 158.208 137.391 124.139 113.033 internal_count=1211 1193 1055 995 961 770 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=7 num_cat=0 split_feature=13 10 9 7 7 0 split_gain=12.5214 8.67908 8.67157 5.20338 10.3028 9.48262 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 76.306935986487204 69.792058971722028 30.053426000000005 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.079049506635068295 0.0094208346485328866 0.082615707832221774 -0.061070983903646361 -0.075475147676023549 0.10173078330464558 0.11716390831647144 leaf_weight=16.888422025367618 99.572003617882729 15.488961864262818 18.01943988725543 13.55362684838474 13.762022770941256 3.1489661633968344 leaf_count=125 580 61 257 135 44 9 internal_value=0.0029274 0.0113927 0.00394169 0.0129506 0.0206299 -0.0391566 internal_weight=180.433 163.545 148.056 130.037 113.334 16.7026 internal_count=1211 1086 1025 768 624 144 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=7 num_cat=0 split_feature=19 15 13 5 8 0 split_gain=55.5557 0.000923682 0.000994704 0.00070601 0.000637242 0.000607089 threshold=1.0000000180025095e-35 6.5000000000000009 27019.000000000004 27922.500000000004 7.3352983901173188 0.0077440000000000009 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.082743781727931676 -0.08118553732333085 -0.078214380123385663 -0.079867095259601992 -0.077885872785036087 -0.081173047156148412 -0.079027188705078869 leaf_weight=34.204456806182861 2.8783598374575377 7.8725460302084675 12.654197484254835 3.4152418989688149 1.8950956072658289 26.899293812923133 leaf_count=15 44 138 185 51 24 754 internal_value=-0.0175406 -0.079218 -0.0793835 -0.0792679 -0.0793817 -0.0792959 internal_weight=89.8192 55.6147 47.7422 44.8638 41.4486 39.5535 internal_count=1211 1196 1058 1014 963 939 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 11 split_gain=9.41286 10.2354 6.18836 7.03851 5.47163 9.94884 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 19.500000000000004 12.500000000000002 decision_type=10 10 10 8 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.08439007136077438 -0.070693306449715401 0.091561213096883878 0.11237782600445004 0.012383334466157442 -0.11525031730540983 0.095882828859837899 leaf_weight=8.0414822399616224 26.097135208547119 4.5684684738516799 11.219066958874466 114.94491354003549 3.8132914751768094 5.3814458511769772 leaf_count=29 117 72 122 767 12 92 internal_value=0.0037656 -0.0465211 0.0145192 0.00605579 0.0655086 0.00832054 internal_weight=174.066 30.6656 143.4 122.986 20.4138 9.19474 internal_count=1211 189 1022 796 226 104 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=7 num_cat=0 split_feature=21 5 10 10 15 8 split_gain=9.1995 8.3539 6.58175 13.5962 11.2608 11.7846 threshold=0.11311668870000001 41149.000000000007 35.000000000000007 30.500000000000004 4.5000000000000009 5.0847602669678436 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.080486941913684648 0.0130275739597954 0.083995911788647737 -0.080483576183982455 0.097068446880472198 0.087319400815527359 -0.052635622897055978 leaf_weight=12.515041157603264 67.583996701985598 13.441344417631624 9.1496507935225946 14.989598125219343 12.269703298807142 45.890808396041393 leaf_count=21 409 45 138 43 33 522 internal_value=0.00214222 0.00847381 0.0017011 0.00704424 -0.00368726 -0.0135275 internal_weight=175.84 163.325 149.884 140.734 125.745 113.475 internal_count=1211 1190 1145 1007 964 931 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=7 num_cat=0 split_feature=21 3 4 4 4 3 split_gain=10.8371 5.9519 7.37086 11.5595 5.93365 10.9897 threshold=0.14357116100000003 75.000000000000014 24525.000000000004 4433.0000000000009 163.00000000000003 1.0000000180025095e-35 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.082309522599864848 -0.035538692376584337 -0.086619686225883827 0.085013264794185958 -0.082952510422788159 0.13093987102123986 0.015897525051924603 leaf_weight=13.688032530248165 18.717746026813984 6.0871401876211158 13.42063884437084 12.85376349557191 9.0489020347595197 100.82791945897043 leaf_count=24 177 61 49 279 18 603 internal_value=0.00311107 0.0103754 0.0141878 0.00746789 0.0165059 0.0253718 internal_weight=174.644 160.956 154.869 141.448 128.595 109.877 internal_count=1211 1187 1126 1077 798 621 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=7 num_cat=0 split_feature=20 10 5 9 0 7 split_gain=48.3719 0.00102492 0.000393446 0.000597236 0.000446914 0.000415662 threshold=1.0000000180025095e-35 25.000000000000004 16818.000000000004 7.7271119458663193 0.014076500000000002 72.915568478153673 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.081588178478560924 -0.079431365609130999 -0.077948057934814755 -0.077980772617615698 -0.08192636811266811 -0.078634484870772514 -0.079667745865493189 leaf_weight=29.928692579269409 11.60400404315442 10.470224501565097 3.1195146944373837 0.93099291622638602 17.885016267187893 6.5288156652823091 leaf_count=15 201 268 53 5 493 176 internal_value=-0.019164 -0.078829 -0.0790592 -0.0791503 -0.0789481 -0.0799496 internal_weight=80.4673 50.5386 40.0683 36.9488 29.489 7.45981 internal_count=1211 1196 928 875 694 181 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=7 num_cat=0 split_feature=19 0 2 6 7 0 split_gain=7.94458 7.63558 7.13262 8.23451 7.8181 7.60058 threshold=0.056355504000000008 2.7156310000000006 8.5000000000000018 84.811713194020484 48.333214057967886 0.0045030000000000009 decision_type=8 8 10 10 10 10 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.07493431853295307 -0.016823491808415206 -0.016126973463769179 0.068493700021939607 -0.18523232041959187 -0.015484784770772395 0.073690629661903401 leaf_weight=11.905390080064535 15.669907271862028 65.703872799873352 30.032704021781683 3.1722316145896938 18.753769140690565 22.740089260041714 leaf_count=18 80 405 369 6 133 200 internal_value=0.00380666 0.00981311 0.0286732 0.00885228 -0.0400437 0.0367641 internal_weight=167.978 156.073 90.3687 60.336 21.926 38.41 internal_count=1211 1193 788 419 139 280 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=19 5 4 3 2 4 split_gain=8.00748 7.36284 8.51093 7.9641 13.7376 8.18469 threshold=0.056355504000000008 59.000000000000007 126.00000000000001 6.5000000000000009 7.5000000000000009 6248.5000000000009 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 5 -5 -4 right_child=1 2 3 4 -6 -7 leaf_value=-0.079196842901549186 -0.083538244358225308 0.11685547971138839 -0.050988085919610661 0.1228276026876028 0.0086632052076849337 0.09241864487317733 leaf_weight=11.275872938334942 8.3159249760210496 7.5141099132597438 31.549915874376893 11.877065297216175 93.643188944086432 4.5543165504932395 leaf_count=18 123 30 363 24 620 33 internal_value=0.00220867 0.0080384 0.0131447 0.00764215 0.0215132 -0.0328982 internal_weight=168.73 157.455 149.139 141.624 105.52 36.1042 internal_count=1211 1193 1070 1040 644 396 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=7 num_cat=0 split_feature=13 3 0 5 8 9 split_gain=9.58307 4.74539 5.03507 8.5928 7.90314 10.8157 threshold=49191.500000000007 75.000000000000014 0.10875250000000002 161.00000000000003 4.4962153679600307 6.0459138206527951 decision_type=8 10 8 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.078415173023612922 0.014694556877200827 -0.086219749171527332 -0.0062352913993801848 -0.085647019106067271 0.10614432473293063 0.018177499868312977 leaf_weight=13.273446915671228 26.526480041444302 4.9511274937540284 48.445785447955132 12.582623809576033 20.96729145385325 41.924483518116176 leaf_count=125 202 55 187 185 70 387 internal_value=0.00314205 0.0101083 0.0132784 -0.0175885 0.0241209 0.0475045 internal_weight=168.671 155.398 150.447 39.1091 111.338 62.8918 internal_count=1211 1086 1031 387 644 457 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=7 num_cat=0 split_feature=19 10 0 9 0 8 split_gain=42.2369 0.000771834 0.000277082 0.000286669 0.000242245 0.000391074 threshold=1.0000000180025095e-35 25.000000000000004 0.15692350000000002 7.4755209420133424 0.014076500000000002 6.5307253970058214 decision_type=8 10 10 10 10 10 left_child=-1 4 -3 -4 -2 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.080616240037990117 -0.079077014579329141 -0.07941260631429764 -0.079238177638142032 -0.077326006210621134 -0.078290674254125892 -0.079194569075242693 leaf_weight=26.133203387260437 11.29954967368394 0.84535985440015693 0.8708184063434582 7.8657650901004672 18.863032708875838 6.4141711238771668 leaf_count=15 230 11 7 250 570 128 internal_value=-0.0209692 -0.0784828 -0.0776839 -0.0775166 -0.0786921 -0.07852 internal_weight=72.2919 46.1587 9.58194 8.73658 36.5768 25.2772 internal_count=1211 1196 268 257 928 698 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=15 10 10 16 0 4 split_gain=7.16485 8.3847 5.12231 11.1677 4.31287 8.40136 threshold=4.5000000000000009 50.000000000000007 30.500000000000004 1.0000000180025095e-35 0.0045030000000000009 149.00000000000003 decision_type=10 10 10 10 8 8 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0254352791239577 -0.06816933344845208 0.088736310614127012 -0.067186974947531383 0.10321399533736678 0.016747943523280254 -0.10218361266393464 leaf_weight=11.15381144732237 22.099313914775852 4.0262115709483615 7.4984041117131701 13.694347884505985 94.762746188789606 9.5968435406684858 leaf_count=72 117 72 54 195 682 19 internal_value=0.00399535 -0.0439886 0.0131654 0.0178286 0.00770596 -0.0335864 internal_weight=162.832 26.1255 136.706 129.208 115.513 20.7507 internal_count=1211 189 1022 968 773 91 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=7 num_cat=0 split_feature=21 5 5 0 10 10 split_gain=6.99206 6.68496 5.82377 8.629 5.56557 11.4788 threshold=0.11311668870000001 41149.000000000007 59.000000000000007 0.0011130000000000003 35.000000000000007 30.500000000000004 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.080910147178664418 -0.082893886630333868 0.079158995170500707 0.11352109022763866 -0.0056104428433739559 -0.07981616586499439 0.091420259039579357 leaf_weight=9.5373359322547913 7.7698674611747256 11.949425559490917 7.0898118913173667 105.16373236477375 8.1431472077965719 13.790898665785788 leaf_count=21 123 45 12 829 138 43 internal_value=0.00217691 0.00732567 0.00127902 0.00615288 0.000163635 0.00563872 internal_weight=163.444 153.907 141.957 134.188 127.098 118.955 internal_count=1211 1190 1145 1022 1010 872 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=7 num_cat=0 split_feature=21 0 7 4 4 20 split_gain=8.36893 5.25563 7.62406 6.58368 13.3028 5.63354 threshold=0.14357116100000003 23.872839500000005 81.18975582857793 24525.000000000004 4433.0000000000009 0.79454162265000006 decision_type=8 10 8 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.08263912657176993 0.026002638655750806 -0.072922039518004467 0.095811945794610845 0.089925080174968475 -0.083411150942899484 -0.077697616761293276 leaf_weight=10.640059031546116 104.7665131688118 14.570751706138255 3.2807577252387992 11.011827707290648 13.774892046116291 5.5144224017858496 leaf_count=24 708 113 9 42 300 15 internal_value=0.00311526 0.00908202 -0.041912 0.0158218 0.00924397 0.0208173 internal_weight=163.559 152.919 17.8515 135.068 124.056 110.281 internal_count=1211 1187 122 1065 1023 723 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=19 10 5 9 2 5 split_gain=36.8156 0.000693329 0.000247676 0.000262641 0.000307178 0.000275991 threshold=1.0000000180025095e-35 25.000000000000004 27922.500000000004 6.866674566022029 3.5000000000000004 505.00000000000006 decision_type=8 10 10 8 10 8 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.079782749888246463 -0.078623990385322168 -0.077379256094924936 -0.077254863045830846 -0.077097446244808743 -0.077787292092363791 -0.078891120796585015 leaf_weight=22.719451665878296 8.6041180873289758 8.4810431972146016 1.8147030929103483 0.91697073914110383 8.9542911853641254 13.303587692789733 leaf_count=15 266 268 34 47 277 304 internal_value=-0.0227965 -0.0781872 -0.0783911 -0.078456 -0.0781973 -0.0787755 internal_weight=64.7942 42.0747 33.5937 31.779 17.5584 14.2206 internal_count=1211 1196 928 894 543 351 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=7 num_cat=0 split_feature=15 10 2 10 7 0 split_gain=6.19154 7.29074 4.38068 8.57632 8.99287 7.99165 threshold=4.5000000000000009 50.000000000000007 8.5000000000000018 30.500000000000004 74.175813561605239 2.7156310000000006 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-7.5844893779530625e-05 -0.066159947362363761 0.087170869546972868 0.093540093201170502 -0.063774193154221809 0.1033561301797532 -0.046407906794342535 leaf_weight=89.904664546251297 20.222497172653679 3.6627542451024047 6.4569661766290691 6.9389268010854712 19.861399929970503 11.086190678179262 leaf_count=551 117 72 95 54 264 58 internal_value=0.00426424 -0.042647 0.0126106 0.0383319 0.0572737 0.00510161 internal_weight=158.133 23.8853 134.248 44.3435 37.4046 17.5432 internal_count=1211 189 1022 471 417 153 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=21 5 0 3 2 6 split_gain=6.08479 5.97576 6.57392 6.37955 12.7453 7.35298 threshold=0.11311668870000001 59.000000000000007 0.0011130000000000003 3.5000000000000004 6.5000000000000009 84.878191631965962 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.081159205829856654 -0.082197577669067864 0.10492132427428012 -0.049997252103415171 0.10525010184713608 -0.066312207624035155 0.012971386003140576 leaf_weight=8.3181318789720518 7.1940381042659274 7.1128405630588523 17.52535099349916 13.722667332738636 13.438543029129503 90.294742042198777 leaf_count=21 123 12 217 59 141 638 internal_value=0.00208154 0.0067196 0.0112214 0.00628384 0.0146814 0.00270028 internal_weight=157.606 149.288 142.094 134.981 117.456 103.733 internal_count=1211 1190 1067 1055 838 779 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=13 10 16 11 8 3 split_gain=7.53693 5.86694 5.2664 5.41562 4.79551 8.26227 threshold=49191.500000000007 41.000000000000007 1.0000000180025095e-35 17.500000000000004 4.4962153679600307 1.0000000180025095e-35 decision_type=8 10 10 10 8 10 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.078057428919745875 0.052498501629822461 0.077343571030644404 -0.074539883432901063 0.077318799013659512 0.02527346814162694 -0.0447245168658571 leaf_weight=10.701642040163277 12.306705638766287 11.529854796826838 14.07620199583471 2.8186263386160126 77.266241816803813 30.168732553720474 leaf_count=125 69 61 228 28 471 229 internal_value=0.00298801 0.0088417 0.00306127 -0.0492047 0.0104357 -0.0165554 internal_weight=158.868 148.166 136.637 16.8948 119.742 42.4754 internal_count=1211 1086 1025 256 769 298 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=19 10 5 8 4 11 split_gain=32.3489 0.000495382 0.000190875 0.000333805 0.000188154 0.000208803 threshold=1.0000000180025095e-35 25.000000000000004 27922.500000000004 7.3352983901173188 109.00000000000001 10.500000000000002 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.079124804951138328 -0.079667890613306258 -0.077198368977010309 -0.077055040208876713 -0.07965678352595372 -0.077864638969574823 -0.078486709259404763 leaf_weight=19.923820614814758 0.72661343216897023 7.6663529947400084 1.6631842381320883 1.4111053366214026 19.458453000057492 7.4661825858056536 leaf_count=15 22 268 34 26 724 122 internal_value=-0.0242633 -0.0779175 -0.0780969 -0.0781566 -0.07808 -0.0780371 internal_weight=58.3157 38.3919 30.7255 29.0624 27.6512 26.9246 internal_count=1211 1196 928 894 868 846 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=7 num_cat=0 split_feature=8 2 15 4 2 4 split_gain=5.18444 5.14346 6.11283 4.79255 5.77464 6.04702 threshold=7.221849432042478 11.500000000000002 6.5000000000000009 219.50000000000003 1.5000000000000002 156.00000000000003 decision_type=10 10 10 8 8 8 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.025382515153759125 -0.052376059470795072 0.065481497929622517 -0.072643874670145603 -0.01360416159591976 0.10213192874786269 -0.12543418745237472 leaf_weight=22.550221070647243 14.583249516785143 25.162992112338546 3.6715162694454184 75.662731386721134 8.6485688127577287 3.0138486623764029 leaf_count=164 92 319 36 522 73 5 internal_value=0.00434131 0.0103043 0.0478939 0.000439668 0.0314982 0.00760214 internal_weight=153.293 138.71 28.8345 109.875 34.2126 25.5641 internal_count=1211 1119 355 764 242 169 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=5 6 16 5 4 9 split_gain=5.78474 5.91609 4.86794 5.14664 6.4514 4.84141 threshold=18591.000000000004 126.70195626878088 2.0000000000000004 59.000000000000007 126.00000000000001 7.9538437412311724 decision_type=10 10 10 8 8 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.081639084981872279 0.057401938773587104 -0.10656577861645221 -0.083917042094438801 0.098810808567246361 -0.0062222795013402608 0.052482772212222917 leaf_weight=6.651775073260068 16.770906468853354 5.4872288629412642 6.6488651707768431 7.4534630328416815 92.860541228204966 16.552274908870459 leaf_count=123 81 46 90 30 747 94 internal_value=0.00199653 -0.00485323 -0.000565506 0.00392123 0.00879114 0.00265878 internal_weight=152.425 135.654 130.167 123.518 116.866 109.413 internal_count=1211 1130 1084 994 871 841 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=7 num_cat=0 split_feature=21 0 7 4 4 20 split_gain=6.64314 4.24988 6.60652 5.64456 8.79176 4.99802 threshold=0.14357116100000003 23.872839500000005 81.18975582857793 32495.000000000004 4433.0000000000009 0.79454162265000006 decision_type=8 10 8 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.083788873820089205 0.023363242995253178 -0.070092120167525335 0.087492960807887044 0.095713077397115029 -0.066279774732933519 -0.075231816264287654 leaf_weight=8.3628125563263875 101.68028004933149 13.603961013257505 3.3071038126945487 7.9412066191434851 13.854077617637811 5.4153033941984168 leaf_count=24 708 113 9 31 311 15 internal_value=0.00288728 0.0078588 -0.039275 0.014043 0.00868074 0.0183778 internal_weight=154.165 145.802 16.9111 128.891 120.95 107.096 internal_count=1211 1187 122 1065 1034 723 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=7 num_cat=0 split_feature=19 10 5 8 11 0 split_gain=28.7355 0.000409849 0.000169525 0.00031423 0.000151598 0.000198899 threshold=1.0000000180025095e-35 25.000000000000004 16818.000000000004 7.3352983901173188 10.500000000000002 0.0077440000000000009 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.078612829094365372 -0.078333449917112455 -0.076991564777100951 -0.076986251025880109 -0.079469615106860653 -0.07824091755386213 -0.077517964627220701 leaf_weight=17.675289392471313 3.7874793671071663 6.9206963237375012 2.1021078280173233 1.2457160167396057 6.8939502127468577 14.220470251515506 leaf_count=15 105 268 53 25 121 624 internal_value=-0.0254056 -0.0776813 -0.0778502 -0.0779197 -0.0778421 -0.0776895 internal_weight=52.8457 35.1704 28.2497 26.1476 24.9019 18.0079 internal_count=1211 1196 928 875 850 729 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=19 0 2 6 9 4 split_gain=4.6628 4.82775 5.33475 5.85189 6.49163 7.71328 threshold=0.056355504000000008 2.7156310000000006 11.500000000000002 84.811713194020484 6.3944237114723839 1943.0000000000002 decision_type=8 8 10 10 10 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.072630731205401033 0.036647820458593154 -0.012770082963579846 0.075306977854927681 -0.10711606428363299 0.064539689288831484 -0.06013071385080962 leaf_weight=7.4524135664105415 38.353877440094948 61.028506059199572 16.445257730782032 6.988079950213435 10.378508716821672 9.5099547505378705 leaf_count=18 312 405 268 26 127 55 internal_value=0.00448109 0.00850808 0.0244072 0.0115749 -0.0242051 0.00492674 internal_weight=150.157 142.704 81.6757 65.2304 26.8765 19.8885 internal_count=1211 1193 788 520 208 182 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=5 20 21 8 5 9 split_gain=4.93549 4.41486 6.54777 5.07877 7.86387 6.77103 threshold=41149.000000000007 0.79454162265000006 0.52866869640000014 5.246858042816462 59.000000000000007 7.870704012360048 decision_type=10 10 8 10 8 10 left_child=1 2 -1 4 -4 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=-0.062172283560120084 0.067810272832246374 0.078192145202290134 -0.081056305950962498 -0.051693992180876606 0.039622921511712844 0.014586279601711502 leaf_weight=18.574459195137024 10.52998888120055 6.354310728609561 6.1342530641704789 29.807177169248462 45.094246944412589 31.916820870712399 leaf_count=47 46 16 123 443 270 266 internal_value=0.00182145 -0.00321811 -0.0071512 0.00189674 0.0251724 -0.0174212 internal_weight=148.411 137.881 131.527 112.952 51.2285 61.724 internal_count=1211 1165 1149 1102 393 709 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=7 num_cat=0 split_feature=13 10 9 7 7 0 split_gain=5.97795 4.94332 4.43177 3.78364 9.23145 6.99611 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 76.306935986487204 69.792058971722028 19.409948500000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077852845973671564 0.012394971675697272 0.074487476782711282 -0.054913245970079266 -0.03832545397099546 0.095344504042785508 -0.087117791225588936 leaf_weight=8.6918478375300747 83.949454095214605 10.245552122592924 12.247672644443808 15.220882756635545 12.588953614234923 7.7139585316181174 leaf_count=125 544 61 257 144 44 36 internal_value=0.00265096 0.00757978 0.00237554 0.00824844 0.0150482 0.00402045 internal_weight=150.658 141.966 131.721 119.473 104.252 91.6634 internal_count=1211 1086 1025 768 624 580 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=19 10 0 3 8 11 split_gain=25.4181 0.000339628 0.000117114 0.000117009 0.000259237 0.000122443 threshold=1.0000000180025095e-35 25.000000000000004 0.15692350000000002 39.000000000000007 7.3352983901173188 10.500000000000002 decision_type=8 10 10 10 10 8 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.078152374929974913 -0.077472797738327173 -0.078120474595946593 -0.07666299608898676 -0.076872662956541493 -0.079150068255426087 -0.077986934899351212 leaf_weight=15.577734172344208 16.49470392568038 0.61182622890919347 5.574924505315721 1.8842876683920611 1.1590042994357634 6.4407808501273385 leaf_count=15 729 11 257 51 26 122 internal_value=-0.0266953 -0.077473 -0.0768071 -0.0776316 -0.0776909 -0.0776172 internal_weight=47.7433 32.1655 6.18675 25.9788 24.0945 22.9355 internal_count=1211 1196 268 928 877 851 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=15 10 0 0 0 7 split_gain=4.34857 5.62301 4.1573 6.07725 4.99846 8.44163 threshold=4.5000000000000009 50.000000000000007 47.407128000000007 30.053426000000005 4.9672220000000005 74.40740820263288 decision_type=10 10 10 10 10 8 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.018293905845240734 -0.062959552770704905 0.085120439051716512 -0.091131444326706154 0.087410641030882488 -0.062980866251180129 0.096391182434333478 leaf_weight=89.943912174552679 16.268591195344928 3.0441807843744746 3.8408527225255957 10.464578315615652 18.503428444266323 4.0512223318219176 leaf_count=796 117 72 11 74 106 35 internal_value=0.00458618 -0.0396184 0.0113187 0.0145188 0.00773846 -0.0343548 internal_weight=146.117 19.3128 126.804 122.963 112.499 22.5547 internal_count=1211 189 1022 1011 937 141 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=7 num_cat=0 split_feature=16 0 4 9 6 14 split_gain=4.31589 3.8978 5.16853 4.79234 6.06954 3.405 threshold=2.0000000000000004 64.315626000000009 52200.000000000007 7.9630134945512436 124.57137537823108 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0070518168814735303 -0.083316917409543459 0.099953277965083326 -0.088637422467093233 0.053404553678751077 -0.10607439515483835 -0.092975761864698733 leaf_weight=100.92058633826673 5.7577770715579382 4.195935755968093 6.0001027211546889 18.49922102689743 5.2941447161138049 3.5218856651335946 leaf_count=843 91 11 40 115 50 61 internal_value=0.00151493 0.00504332 0.00207664 0.00632111 -0.00161614 0.00367881 internal_weight=144.19 138.432 134.236 128.236 109.737 104.442 internal_count=1211 1120 1109 1069 954 904 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=7 num_cat=0 split_feature=21 21 20 10 9 8 split_gain=5.46841 3.6299 5.51361 3.66585 5.32584 3.83267 threshold=0.14357116100000003 0.52866869640000014 0.44432163585000006 41.000000000000007 7.8464943593056891 6.7585825373291648 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.085200730830915006 0.055553861006474685 -0.11843153354006349 0.0033158548119802712 0.062350630109614717 -0.057564961936108675 0.088081785788144296 leaf_weight=6.7613666653633118 13.808419793844221 3.7173124253749847 92.29807198792696 10.277971277013419 14.077313293702899 5.6612512320280066 leaf_count=24 33 13 694 117 311 19 internal_value=0.00263277 0.00687958 0.00154668 0.00519299 -5.05181e-05 0.00821464 internal_weight=146.602 139.84 126.032 122.315 112.037 97.9593 internal_count=1211 1187 1154 1141 1024 713 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=19 10 5 8 15 0 split_gain=22.4965 0.000270574 0.000219674 0.000186217 0.000119084 0.000155756 threshold=1.0000000180025095e-35 32.000000000000007 27922.500000000004 7.3352983901173188 4.5000000000000009 0.0077440000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.077749450596857173 -0.077699823156390416 -0.076410208769133736 -0.076290743854517173 -0.078675663932186904 -0.078124413771410314 -0.077129955171416242 leaf_weight=13.717072367668152 7.2987335873767902 3.2239735415205351 1.7267105970531691 1.1941856406629074 2.0441390573978415 13.988172905985264 leaf_count=15 185 155 55 27 35 739 internal_value=-0.0280427 -0.0772748 -0.0773809 -0.0774577 -0.0773954 -0.0773253 internal_weight=43.193 29.4759 26.2519 24.5252 23.331 21.2869 internal_count=1211 1196 1041 986 959 924 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 5 split_gain=3.71403 4.44456 5.96424 5.9152 7.02872 4.55494 threshold=47.407128000000007 30.053426000000005 4.9672220000000005 0.0045030000000000009 3.9500000000000005e-05 515.50000000000011 decision_type=10 10 10 8 10 10 left_child=1 2 3 4 -1 -4 right_child=-2 -3 5 -5 -6 -7 leaf_value=0.033135827406088995 -0.087317361370310251 0.067339304051788465 0.048452228336932426 0.025498993451112735 -0.083058156489611457 -0.060140504290519897 leaf_weight=9.0375156700611132 4.2736262902617446 11.333790451288221 4.7113451026380089 79.798048319295049 12.2798820361495 21.441534988582134 leaf_count=66 18 80 33 806 35 173 internal_value=0.00450118 0.00733229 0.00198841 0.0129979 -0.0337977 -0.0405779 internal_weight=142.876 138.602 127.268 101.115 21.3174 26.1529 internal_count=1211 1193 1113 907 101 206 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=7 num_cat=0 split_feature=10 15 5 3 0 9 split_gain=4.06705 6.20161 3.9749 5.42625 4.62736 4.34876 threshold=35.000000000000007 6.5000000000000009 41149.000000000007 14.500000000000002 41.369700000000009 7.9672126417356228 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.0022549412451463111 -0.078925236727951195 0.095190574537513645 0.063746875380656196 -0.098050420367432112 0.062145164444689732 0.092240286411266734 leaf_weight=101.38012502808124 6.0195497106760731 7.2291441708803168 9.08033888787031 9.80847047641873 2.2092978358268747 5.1159563511610022 leaf_count=877 138 30 45 94 10 17 internal_value=0.00149641 0.00508705 -1.79725e-05 -0.00490353 -0.0686007 0.00228451 internal_weight=140.843 134.823 127.594 118.514 12.0178 106.496 internal_count=1211 1073 1043 998 104 894 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=7 num_cat=0 split_feature=21 20 21 20 4 4 split_gain=4.78687 3.3332 4.92834 4.94135 3.19787 8.39989 threshold=0.14357116100000003 0.86147496925000011 0.52866869640000014 0.44432163585000006 24525.000000000004 4433.0000000000009 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.085077014842782836 0.067897487438925527 -0.1069905628386037 -0.11338316548955892 0.0099539041874776423 0.057793085648218251 -0.082766793510257314 leaf_weight=5.981630764901638 12.637873798608778 2.5484734177589408 3.584070086479187 96.94580995850265 10.754976428113876 10.865662121213971 leaf_count=24 28 9 13 748 78 311 internal_value=0.00249362 0.00630771 0.00844986 0.00229932 0.00579621 0.000609149 internal_weight=143.318 137.337 134.788 122.151 118.566 107.811 internal_count=1211 1187 1178 1150 1137 1059 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=7 num_cat=0 split_feature=20 10 5 8 15 0 split_gain=20.0453 0.000222932 0.000180114 0.000148877 8.69725e-05 0.000131053 threshold=1.0000000180025095e-35 32.000000000000007 27922.500000000004 7.3352983901173188 4.5000000000000009 0.0077440000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.077424552999514201 -0.077495885429969588 -0.076258902210189564 -0.076134991709091174 -0.078391825542266647 -0.077855925551093275 -0.076951627436749354 leaf_weight=12.195127069950104 6.7521191732958128 2.8894699788652352 1.5202539507299651 1.1043788995593775 1.8536780327558506 12.832559291273354 leaf_count=15 185 155 55 27 35 739 internal_value=-0.0289553 -0.0770889 -0.0771885 -0.0772596 -0.0772012 -0.0771393 internal_weight=39.1476 26.9525 24.063 22.5427 21.4384 19.5847 internal_count=1211 1196 1041 986 959 924 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 6 split_gain=3.26711 3.72733 5.11036 5.19528 6.58169 4.15754 threshold=47.407128000000007 30.053426000000005 4.9672220000000005 0.0045030000000000009 3.9500000000000005e-05 124.71551633730218 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -4 right_child=-2 -3 5 -5 -6 -7 leaf_value=0.011391718061452991 -0.086064482636357173 0.061917761480761141 -0.065926153788162772 0.028737495834391093 -0.081515619783486482 0.022482932019331877 leaf_weight=23.071389425545931 3.888582579791545 11.289037607610224 17.208155468106273 64.836035640910268 11.388921707868574 7.6989580094814292 leaf_count=142 18 80 131 730 35 75 internal_value=0.00430922 0.00690291 0.00190253 0.0120616 -0.0193136 -0.0385983 internal_weight=139.381 135.492 124.203 99.2963 34.4603 24.9071 internal_count=1211 1193 1113 907 177 206 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=5 4 3 2 9 4 split_gain=3.88885 5.63883 4.67439 7.6282 6.47104 6.14594 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5.7067037458915086 5882.0000000000009 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 4 -4 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.080486379770154048 0.089433563613750808 -0.05116744906923959 -0.030759838708485494 -0.039750623001201933 0.11857240112628774 0.014726462700631491 leaf_weight=5.5613018441945306 7.4418384172022334 15.70724914036691 4.0731552243232718 30.773770366795361 10.090384427458046 63.320034568198025 leaf_count=123 30 199 29 405 35 390 internal_value=0.00142075 0.00488717 -0.000188318 0.00720833 0.0756274 -0.00309049 internal_weight=136.968 131.406 123.965 108.257 14.1635 94.0938 internal_count=1211 1088 1058 859 64 795 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=7 num_cat=0 split_feature=13 10 16 11 8 4 split_gain=4.39438 3.64642 3.41078 3.89653 3.62216 5.68846 threshold=49191.500000000007 41.000000000000007 1.0000000180025095e-35 17.500000000000004 4.4962153679600307 1128.5000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.07776679086025988 -0.0071493468408864135 0.070597363933052645 -0.072083483668289136 0.069258897463873551 0.059385586595935139 -0.012158739833830019 leaf_weight=6.5178555734455585 66.72091756016016 8.2794240675866586 10.682033325545488 2.3861290924251071 26.521759666502476 19.128854253329337 leaf_count=125 374 61 228 28 117 278 internal_value=0.00241243 0.0063206 0.00207812 -0.0462756 0.00770139 0.0294066 internal_weight=140.237 133.719 125.44 13.0682 112.372 45.6506 internal_count=1211 1086 1025 256 769 395 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=7 num_cat=0 split_feature=19 10 3 8 0 15 split_gain=17.8633 0.000171154 0.000107996 0.00012925 8.44437e-05 7.74787e-05 threshold=1.0000000180025095e-35 32.000000000000007 39.000000000000007 7.3352983901173188 0.0077440000000000009 4.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.07713780483249584 -0.077320660095541019 -0.076146880610587969 -0.076283395311649099 -0.078243731805609451 -0.076780117138073131 -0.077509352271901324 leaf_weight=10.833174765110016 6.2634390853345527 2.591152172535657 1.8910861234180618 0.90195303782820602 11.343443997204302 1.6716679502278555 leaf_count=15 185 155 69 27 725 35 internal_value=-0.0298994 -0.0769157 -0.077006 -0.0770737 -0.077019 -0.0768738 internal_weight=35.4959 24.6627 22.0716 20.1805 19.2786 13.0151 internal_count=1211 1196 1041 972 945 760 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=7 num_cat=0 split_feature=8 9 13 6 0 10 split_gain=3.11485 2.90525 6.60913 6.39801 5.7842 4.10473 threshold=7.221849432042478 6.0917474004837473 50796.000000000007 83.534692932856203 47.407128000000007 19.500000000000004 decision_type=10 10 8 10 10 10 left_child=1 3 5 -1 -4 -3 right_child=-2 2 4 -5 -6 -7 leaf_value=0.0098483059479754723 -0.046394095508885333 0.036577450016523502 0.080635829260085612 -0.06669624570160379 -0.086982051151824766 -0.049289674571099652 leaf_weight=64.996419411152601 11.147408269345759 10.156168054789307 21.872866449877623 13.124906353652475 2.2726550996303549 12.320800021290777 leaf_count=489 92 111 298 70 8 143 internal_value=0.00425196 0.00877781 0.0285325 -0.00301169 0.0648591 -0.0104908 internal_weight=135.891 124.744 46.6225 78.1213 24.1455 22.477 internal_count=1211 1119 560 559 306 254 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=7 num_cat=0 split_feature=5 4 3 2 9 4 split_gain=3.5877 4.68005 4.00282 6.79882 5.50579 5.1764 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5.7067037458915086 5882.0000000000009 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 4 -4 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.080153511482288442 0.081877251834503284 -0.048471486867677792 -0.02806863775390981 -0.037646029272113253 0.11298167753950941 0.013207409908386376 leaf_weight=5.1996032632887355 7.3818094357848159 15.008529415354131 3.8707933761179438 29.397472825832665 9.7082596085965616 62.725968326441944 leaf_count=123 30 199 29 405 35 390 internal_value=0.00127619 0.00458163 -0.000145212 0.00671656 0.0727744 -0.00302041 internal_weight=133.292 128.093 120.711 105.702 13.5791 92.1234 internal_count=1211 1088 1058 859 64 795 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=21 20 21 20 4 4 split_gain=3.83959 3.02979 7.82774 4.22875 2.74881 7.01241 threshold=0.14357116100000003 0.79454162265000006 0.52866869640000014 0.44432163585000006 24525.000000000004 4433.0000000000009 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.08567671111715211 0.088560673015630975 -0.06967693633218483 -0.10867385238131254 0.0077117584409968423 0.054483577830294519 -0.082240213852301486 leaf_weight=4.7874215021729469 11.150686010718344 5.1525963917374602 3.4224732518196106 92.590693895705044 9.8985114423558098 9.5615008478052896 leaf_count=24 25 15 13 745 78 311 internal_value=0.00229486 0.00549085 0.00854959 0.000823309 0.00416779 -0.000707795 internal_weight=136.564 131.776 126.624 115.473 112.051 102.152 internal_count=1211 1187 1172 1147 1134 1056 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=7 num_cat=0 split_feature=19 10 5 8 0 15 split_gain=16.0039 0.000133987 0.00010778 0.000100563 6.73487e-05 4.40974e-05 threshold=1.0000000180025095e-35 32.000000000000007 27922.500000000004 7.3352983901173188 0.0077440000000000009 4.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.076897331815939773 -0.077134961348659714 -0.076052852009689129 -0.075960684970854009 -0.07791033133199185 -0.076649644802685823 -0.077226706980759785 leaf_weight=9.6710197329521179 5.7657064581290021 2.3818578585050991 1.2886025190819044 0.9468100955709805 10.765636796131728 1.509978875517844 leaf_count=15 185 155 55 27 739 35 internal_value=-0.0307969 -0.0767624 -0.0768457 -0.0769058 -0.076853 -0.0767206 internal_weight=32.3296 22.6586 20.2767 18.9881 18.0413 12.2756 internal_count=1211 1196 1041 986 959 774 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=7 num_cat=0 split_feature=15 10 10 16 2 3 split_gain=2.74414 4.3215 3.27913 7.50373 2.29416 5.43791 threshold=4.5000000000000009 50.000000000000007 30.500000000000004 1.0000000180025095e-35 8.5000000000000018 3.5000000000000004 decision_type=10 8 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.011614298760829641 -0.059505759038305718 0.083419919240816501 -0.064656228400688451 0.096294437800428345 0.034531385111460401 -0.049437409180527525 leaf_weight=62.652697883546352 12.75648205913603 2.5360857434570798 5.7181525342166415 9.8604543171823007 20.893886003643274 19.017872281372547 leaf_count=416 117 72 54 195 237 120 internal_value=0.00405616 -0.0358033 0.00921561 0.0129729 0.00496242 -0.00260225 internal_weight=133.436 15.2926 118.143 112.425 102.564 81.6706 internal_count=1211 189 1022 968 773 536 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=7 num_cat=0 split_feature=5 4 3 2 5 9 split_gain=3.28637 4.02543 3.54602 6.05705 5.76487 4.8372 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 63.000000000000007 5.7067037458915086 decision_type=8 8 8 8 8 10 left_child=-1 -2 4 5 -3 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.079741569160007589 0.076007423257254597 0.16152635746376351 -0.026256230789780378 -0.0028383476866619549 -0.065380860118741987 0.10785155064792261 leaf_weight=4.8197739459574214 7.3888047933578482 1.2224119305610628 3.7600700967013827 90.196700567379594 13.322727425023913 9.4472155198454839 leaf_count=123 30 2 29 795 197 35 internal_value=0.00128944 0.00440542 -8.00146e-05 0.00642298 -0.046311 0.0696715 internal_weight=130.158 125.338 117.949 103.404 14.5451 13.2073 internal_count=1211 1088 1058 859 199 64 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=7 num_cat=0 split_feature=21 19 19 19 0 6 split_gain=3.37165 3.02841 3.99765 5.2436 2.65107 4.75271 threshold=0.14357116100000003 0.73806720815000004 0.60557055170000018 0.49277379045000008 18.636041000000002 84.963522692669201 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.085418844026485974 0.010268570483595805 0.069720876633547785 -0.087148567176845299 0.1396895928981878 -0.10019714073985585 -0.0022350618538827093 leaf_weight=4.2584035620093346 87.735448595602065 6.8503741547465316 4.8949892669916144 2.8244754448533049 6.4789800122380283 21.02051193639636 leaf_count=24 989 16 10 8 35 129 internal_value=0.00213769 0.00501008 0.00140474 0.00507634 0.00177689 -0.0253153 internal_weight=134.063 129.805 122.954 118.059 115.235 27.4995 internal_count=1211 1187 1171 1161 1153 164 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=7 num_cat=0 split_feature=19 10 5 8 0 0 split_gain=14.3293 0.000104124 8.44172e-05 7.68029e-05 5.28962e-05 2.89481e-05 threshold=1.0000000180025095e-35 32.000000000000007 27922.500000000004 7.3352983901173188 0.0077440000000000009 20.176897000000004 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.076681900464818778 -0.076969834896738837 -0.075973176269327036 -0.075889584592875911 -0.0776718134302022 -0.076502665832216668 -0.076891276654734553 leaf_weight=8.6182165145874023 5.3198934365064039 2.1874454102944574 1.1957003043498833 0.87393152806907792 8.8112075580283964 2.4498102935031065 leaf_count=15 185 155 55 27 674 100 internal_value=-0.0317715 -0.0766259 -0.0767024 -0.0767581 -0.07671 -0.0765872 internal_weight=29.4562 20.838 18.6505 17.4548 16.5809 11.261 internal_count=1211 1196 1041 986 959 774 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=8 2 15 8 10 2 split_gain=2.60847 3.73932 3.68895 4.13677 3.33031 3.53593 threshold=7.2680146144134401 11.500000000000002 6.5000000000000009 5.1443339919796447 19.500000000000004 8.5000000000000018 decision_type=10 10 8 10 10 10 left_child=1 4 3 -3 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0014313798946015447 -0.045706787587487557 -0.11449881190149505 -0.070065135089585076 0.070119281863876379 -0.062244891286507786 0.066510249975440194 leaf_weight=81.948591087013483 9.8104527443647367 1.2960928678512633 2.5112382713705292 19.092951726168394 8.0390956383198482 8.4498867057263833 leaf_count=556 86 3 36 320 97 113 internal_value=0.00389132 0.00790145 0.0442978 0.0583835 -0.00056572 0.00491938 internal_weight=131.148 121.338 22.9003 20.389 98.4376 90.3985 internal_count=1211 1125 359 323 766 669 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=7 num_cat=0 split_feature=10 15 20 21 10 13 split_gain=3.25649 4.91422 3.09622 4.70545 5.67175 3.43921 threshold=35.000000000000007 6.5000000000000009 0.79454162265000006 0.33091260600000005 30.500000000000004 49193.500000000007 decision_type=10 10 10 8 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.066364702873984244 -0.078370048886753432 0.091787928325200982 0.068157103108522646 0.00050106534794090143 0.077404569978949928 -0.077137823607828893 leaf_weight=10.887096941471098 4.9284022944048038 6.1321143582463256 6.2943002805113784 83.94169039092958 9.2616438716649991 6.1216779043897978 leaf_count=37 138 30 16 839 43 108 internal_value=0.00133137 0.00453428 -5.81664e-05 -0.00395399 0.0028869 -0.00477611 internal_weight=127.567 122.639 116.506 110.212 99.325 90.0634 internal_count=1211 1073 1043 1027 990 947 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=7 num_cat=0 split_feature=13 10 16 11 20 19 split_gain=3.26776 2.98711 2.89152 3.30332 2.94044 4.6372 threshold=49191.500000000007 41.000000000000007 1.0000000180025095e-35 15.500000000000002 0.79454162265000006 0.73806720815000004 decision_type=8 10 10 8 10 10 left_child=-1 2 4 -4 5 -2 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.077494768036437872 0.0049189385603023248 0.068201503738304345 -0.071227154183829439 0.063632187896606796 -0.067627918035550572 0.096617388756789713 leaf_weight=4.9847091697156429 97.50885692704469 7.0720891281962386 9.5754082021303439 2.2414772678166637 5.1067634150385848 5.8454299867153159 leaf_count=125 739 61 228 28 16 14 internal_value=0.00193214 0.00504106 0.00132735 -0.0456465 0.00644518 0.0101051 internal_weight=132.335 127.35 120.278 11.8169 108.461 103.354 internal_count=1211 1086 1025 256 769 753 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=7 num_cat=0 split_feature=19 10 5 8 8 4 split_gain=12.6783 8.18324e-05 6.62732e-05 6.82391e-05 2.68328e-05 3.6483e-05 threshold=1.0000000180025095e-35 32.000000000000007 27922.500000000004 7.3352983901173188 5.4463729195966319 109.00000000000001 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.076469529138730452 -0.077601914697123728 -0.075886759063268444 -0.075811360104150238 -0.077511906970766639 -0.076399117240099138 -0.076633544303728651 leaf_weight=7.5678384006023407 0.40619519725442721 1.9539026943966735 1.0793391673360009 0.81580893974751312 5.6008516417350629 9.2183480933308601 leaf_count=15 22 155 55 27 457 480 internal_value=-0.0330484 -0.0764999 -0.0765698 -0.0766209 -0.0765731 -0.0766744 internal_weight=26.6423 19.0744 17.1205 16.0412 15.2254 9.62454 internal_count=1211 1196 1041 986 959 502 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=7 num_cat=0 split_feature=8 2 11 8 15 9 split_gain=2.21032 3.31127 3.17765 3.13248 3.51752 3.37618 threshold=7.2680146144134401 11.500000000000002 11.500000000000002 5.1443339919796447 6.5000000000000009 6.0459138206527951 decision_type=10 10 10 10 10 10 left_child=1 2 -1 -3 5 -5 right_child=-2 3 -4 4 -6 -7 leaf_value=0.0030067587396507677 -0.043053315758240215 -0.10950493784786325 -0.094100563205077786 -0.041708861525765285 -0.066389121242161106 0.082877068244749122 leaf_weight=93.92109077423811 9.3424034342169744 1.2791847512125993 3.4951877146959296 2.5157131105661454 2.2494965754449359 16.06736115552485 leaf_count=749 86 4 17 29 35 291 internal_value=0.00379099 0.00745238 -0.000477344 0.0423878 0.0517145 0.0660111 internal_weight=128.87 119.528 97.4163 22.1118 20.8326 18.5831 internal_count=1211 1125 766 359 355 320 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=7 num_cat=0 split_feature=5 10 15 21 0 10 split_gain=3.01367 3.14741 3.94269 2.98376 4.44991 5.11502 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 0.11311668870000001 0.0045030000000000009 30.500000000000004 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.079361493087047319 -0.08778547303447784 -0.078141734991829484 0.090026925990981568 0.070278129613411219 -0.0073819720293231755 0.073234398880620041 leaf_weight=4.4600840806961051 3.4753521084785461 4.4530377965420476 5.5171089097857466 9.8845840692520124 87.945680447854102 8.6440422087907773 leaf_count=123 21 138 30 21 835 43 internal_value=0.0013521 0.00435402 0.00753552 0.00339622 0.00637242 -0.000167423 internal_weight=124.38 119.92 115.467 109.95 106.474 96.5897 internal_count=1211 1088 950 920 899 878 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=7 num_cat=0 split_feature=13 4 4 8 8 6 split_gain=2.90565 2.87011 6.16381 3.30265 3.73382 4.08385 threshold=49191.500000000007 24525.000000000004 4433.0000000000009 5.2927476730057128 4.9989183099511179 91.780055058083263 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.077316322475544333 -0.0072584801125705105 0.060124412235953155 -0.082350513712788467 0.033467630719747621 -0.090158887012232181 0.06944293042606782 leaf_weight=4.4907515216618776 63.439863637089729 8.6517704389989358 8.3513323287479562 32.531260100193322 4.7806513756513587 7.7945408523082724 leaf_count=125 363 67 302 293 32 29 internal_value=0.00172072 0.00454778 0.000434468 0.00680378 -0.00460724 0.00113427 internal_weight=130.04 125.549 116.898 108.546 76.0151 71.2344 internal_count=1211 1086 1019 717 424 392 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=7 num_cat=0 split_feature=19 10 5 8 0 0 split_gain=11.3098 6.74113e-05 5.15145e-05 6.27408e-05 3.67459e-05 1.54826e-05 threshold=1.0000000180025095e-35 32.000000000000007 27922.500000000004 7.3352983901173188 0.0045030000000000009 20.176897000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.076299634742662423 -0.076692741194529415 -0.075792844750718374 -0.075746054193465168 -0.07737657044219938 -0.076274796567413858 -0.076584656004631699 leaf_weight=6.7203804850578308 4.2358252266421941 1.7416430376470078 0.97872952837497074 0.7657867483794697 7.682423278456552 2.0409582275897264 leaf_count=15 166 155 55 27 693 100 internal_value=-0.0339228 -0.0763831 -0.0764486 -0.0764953 -0.0764469 -0.0763398 internal_weight=24.1657 17.4454 15.7037 14.725 13.9592 9.72338 internal_count=1211 1196 1041 986 959 793 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 7 split_gain=2.83139 2.67945 5.96894 8.97756 2.93364 4.71079 threshold=47.407128000000007 0.0045030000000000009 156.00000000000003 3.9500000000000005e-05 2.5082350000000004 73.565496186226582 decision_type=10 8 10 10 8 8 left_child=1 2 3 -1 -3 -6 right_child=-2 4 -4 -5 5 -7 leaf_value=0.10413897607128858 -0.084817368424120562 0.028610861686536926 -0.091203289114461225 -0.094249353131759639 -0.043806296277674503 0.018873959306725953 leaf_weight=5.6954750865697878 3.5086075589060775 54.038489190861583 8.3512787744402868 3.8048086762428284 19.281964523717761 31.707381766289473 leaf_count=61 18 698 29 11 128 266 internal_value=0.00375926 0.00628841 -0.0295293 0.0246856 0.0123763 -0.004829 internal_weight=126.388 122.879 17.8516 9.50028 105.028 50.9893 internal_count=1211 1193 101 72 1092 394 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=2.85847 3.56985 4.12957 4.40498 3.30674 7.96513 threshold=64.315626000000009 52200.000000000007 11066.000000000002 13.500000000000002 6248.5000000000009 5.246858042816462 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.012563205872330821 0.092734741470568371 -0.085403880529063364 0.059892657161326072 -0.081953633926409294 0.052773186046071965 -0.058552879647751611 leaf_weight=62.698551235720515 3.3225186914205542 4.8414358757436267 11.208654907532035 6.7768548345193258 11.105352256447075 21.032193634193391 leaf_count=413 11 40 85 87 148 427 internal_value=0.00126319 -0.00131974 0.0022885 -0.00406566 0.00150011 -0.00530033 internal_weight=120.986 117.663 112.822 101.613 94.8361 83.7307 internal_count=1211 1200 1160 1075 988 840 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=7 num_cat=0 split_feature=21 21 0 7 7 4 split_gain=2.78101 2.5939 2.76409 4.51125 4.46667 3.38869 threshold=0.14357116100000003 0.88726092775000021 18.636041000000002 76.306935986487204 81.18975582857793 163.00000000000003 decision_type=8 10 10 10 8 8 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=-0.088591398300551016 -0.022373065198602445 -0.10515294404452516 -0.058200218442197797 -0.041222244407525171 0.073875947660403896 0.028611816119627521 leaf_weight=3.3360559046268463 15.743458598852156 2.1421616226434699 13.135223697870972 13.939345829654483 3.1805803179740897 75.806481226813048 leaf_count=24 171 10 122 298 9 577 internal_value=0.001507 0.00393201 0.00585046 0.0117749 -0.0324535 0.0198442 internal_weight=127.283 123.947 121.805 105.489 16.3158 91.5499 internal_count=1211 1187 1177 1046 131 748 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=7 num_cat=0 split_feature=19 10 5 8 4 0 split_gain=10.0598 5.37004e-05 4.23301e-05 4.74039e-05 3.65553e-05 1.72793e-05 threshold=1.0000000180025095e-35 32.000000000000007 27922.500000000004 7.3352983901173188 109.00000000000001 20.176897000000004 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.076145247489292717 -0.077343287148613993 -0.075731115826077944 -0.075659037534967791 -0.077180006027605705 -0.076226887448653025 -0.07647806451531243 leaf_weight=5.9356090426445007 0.3511910382658251 1.624660589499398 0.864013173850254 0.70387745089829046 8.4012759502511454 4.0635716845281431 leaf_count=15 22 155 55 27 761 176 internal_value=-0.0350482 -0.0762761 -0.0763376 -0.076381 -0.0763371 -0.0763088 internal_weight=21.9442 16.0086 14.3839 13.5199 12.816 12.4648 internal_count=1211 1196 1041 986 959 937 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 4 split_gain=2.47139 2.33585 3.08497 4.1589 3.52998 5.28064 threshold=47.407128000000007 30.053426000000005 4.9672220000000005 395.00000000000006 0.0045030000000000009 156.00000000000003 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.0064798870942546927 -0.083548330834321727 0.050628767323720361 0.076884405814492351 -0.050317830118517232 0.024630920678929843 -0.088613983025962254 leaf_weight=23.447654157876972 3.1697740219533435 10.645028121769426 2.9882357828319099 18.3792695235461 56.97756911162287 7.7762292623519889 leaf_count=148 18 80 21 185 730 29 internal_value=0.00360926 0.00590742 0.00156257 -0.0325287 0.00982144 -0.017203 internal_weight=123.384 120.214 109.569 21.3675 88.2015 31.2239 internal_count=1211 1193 1113 206 907 177 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=7 num_cat=0 split_feature=5 4 3 2 6 7 split_gain=2.76426 2.88457 3.34162 5.30061 4.172 7.08722 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.878191631965962 72.777599729663464 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.079134784013629098 0.065565851766377595 -0.046065523474187395 0.069131208644983969 -0.064617480108423261 0.092022652131774352 -0.0055640473142066112 leaf_weight=4.1364267580211154 7.1523482054471961 13.742223044857381 11.88707874715328 9.5053166430443508 8.4303088877350074 63.486570203211159 leaf_count=123 30 199 64 141 44 610 internal_value=0.00117177 0.00408045 -2.75296e-05 0.00675277 -0.00235406 0.00587535 internal_weight=118.34 114.204 107.051 93.3093 81.4222 71.9169 internal_count=1211 1088 1058 859 795 654 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=7 num_cat=0 split_feature=21 20 21 20 0 7 split_gain=2.46421 2.40677 3.05408 3.62558 2.29905 4.44616 threshold=0.14357116100000003 0.86147496925000011 0.52866869640000014 0.44432163585000006 23.872839500000005 81.18975582857793 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.088036192351257536 0.051595798410585737 -0.09908183268145633 -0.10444831253037903 0.0090918688441228267 -0.067123503161216194 0.06848246623874181 leaf_weight=3.0007045641541481 12.889239706099032 2.2364912182092658 3.2194174081087112 89.756707075983286 10.285656145773824 3.1608594357967386 leaf_count=24 28 9 13 1015 113 9 internal_value=0.00148626 0.00369633 0.0056229 5.49476e-05 0.00331492 -0.0352467 internal_weight=124.549 121.548 119.312 106.423 103.203 13.4465 internal_count=1211 1187 1178 1150 1137 122 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=7 num_cat=0 split_feature=19 10 5 8 4 0 split_gain=9.08819 4.13226e-05 3.35885e-05 3.39656e-05 2.99938e-05 1.57796e-05 threshold=1.0000000180025095e-35 32.000000000000007 27922.500000000004 7.3352983901173188 109.00000000000001 20.176897000000004 decision_type=8 10 10 10 8 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.076031735909806886 -0.077174541909634714 -0.075673772730428551 -0.075592159834449321 -0.07697674334202198 -0.076120413148850777 -0.076370370235885554 leaf_weight=5.3512017428874969 0.32647334411740025 1.4979741952847678 0.78163491131272245 0.64127301704138595 7.6926993604283771 3.7600809754803786 leaf_count=15 22 155 55 27 761 176 internal_value=-0.0355523 -0.0761715 -0.076228 -0.076268 -0.0762294 -0.0762025 internal_weight=20.0513 14.7001 13.2022 12.4205 11.7793 11.4528 internal_count=1211 1196 1041 986 959 937 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=7 num_cat=0 split_feature=0 2 5 2 10 11 split_gain=2.29709 2.24582 2.55861 2.67908 4.2619 5.31948 threshold=47.407128000000007 79.000000000000014 11758.500000000002 8.5000000000000018 30.500000000000004 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0020013186178318991 -0.082889033854648256 0.09793401241253788 -0.059680963015895677 0.058913098664692458 -0.074898256149220563 0.10690948096730456 leaf_weight=81.330194523558021 2.9969087280333033 2.5857166312634936 6.0361984446644774 19.855629561468962 6.0580611284822208 2.1914999671280384 leaf_count=614 18 25 82 356 78 38 internal_value=0.0035696 0.00576437 0.00370045 0.00719642 0.0338126 -0.0266009 internal_weight=121.054 118.057 115.472 109.435 28.1052 8.24956 internal_count=1211 1193 1168 1086 472 116 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=7 num_cat=0 split_feature=5 10 15 4 3 2 split_gain=2.53611 2.59878 3.33231 2.64173 2.78301 5.87905 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 126.00000000000001 6.5000000000000009 6.5000000000000009 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.078823072546090445 0.061672927059856025 -0.077629575839448281 0.087991873284389358 -0.029068436256149688 0.095057936254964101 -0.00080380273584840234 leaf_weight=3.8416090421378604 7.113631770014762 3.7853175196796647 4.813956767320632 26.485729947686195 7.128354310989379 62.40632235724479 leaf_count=123 30 138 30 399 21 470 internal_value=0.00106592 0.00381265 0.00666852 0.00287261 -0.00148359 0.00902347 internal_weight=115.575 111.733 107.948 103.134 96.0204 69.5347 internal_count=1211 1088 950 920 890 491 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=13 4 4 8 9 10 split_gain=2.26221 2.27689 5.30926 2.62925 4.19132 3.87642 threshold=49191.500000000007 24525.000000000004 4433.0000000000009 5.2927476730057128 6.0865556372042251 19.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.077255955537445645 -0.0043858770876956275 0.056449637615602122 -0.081773768793891158 0.074326654801325373 -0.033061658667121699 0.067731479467123518 leaf_weight=3.5600984692573547 73.312238471582532 7.6401255372911683 7.4079049944411954 12.731398176401855 11.996671266853811 5.5952817089855662 leaf_count=125 424 67 302 64 177 52 internal_value=0.00128892 0.00364499 1.18721e-05 0.00585794 0.0306242 -0.00100348 internal_weight=122.244 118.684 111.043 103.636 30.3234 17.592 internal_count=1211 1086 1019 717 293 229 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=7 num_cat=0 split_feature=20 10 5 8 0 0 split_gain=8.25348 3.42145e-05 2.63248e-05 2.72735e-05 2.27988e-05 1.1429e-05 threshold=1.0000000180025095e-35 32.000000000000007 27922.500000000004 7.3352983901173188 0.0045030000000000009 20.176897000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.075936287409759717 -0.07635020907650171 -0.075597216282985269 -0.075548182727640134 -0.076829274015154048 -0.075971215374544557 -0.07627315350720143 leaf_weight=4.8664722740650177 3.3566437475383264 1.3214575247839082 0.72340183786582279 0.59522219561040479 5.8281900244764984 1.5972019559703765 leaf_count=15 166 155 55 27 693 100 internal_value=-0.0356297 -0.0760804 -0.0761331 -0.0761703 -0.0761339 -0.0760362 internal_weight=18.2886 13.4221 12.1007 11.3773 10.782 7.42539 internal_count=1211 1196 1041 986 959 793 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 5 split_gain=2.10512 1.90271 4.74808 6.0257 2.49335 3.05786 threshold=47.407128000000007 0.0045030000000000009 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3344.0000000000005 decision_type=10 10 10 8 10 8 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.099817862528210399 -0.082367572648604379 0.089861186566890072 -0.087147232663733545 -0.021656556516844658 0.007305184031367303 -0.071270303861807563 leaf_weight=5.2796731591224733 2.7988746240735045 7.287851853296158 7.1792278140783301 18.024687562137842 76.544540278613567 1.4047780670225627 leaf_count=61 18 124 29 87 883 9 internal_value=0.00332784 0.00540051 -0.0160413 0.00586384 0.0130688 0.0638214 internal_weight=118.52 115.721 30.4836 23.3044 85.2372 8.69263 internal_count=1211 1193 177 148 1016 133 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=7 num_cat=0 split_feature=5 21 0 5 10 10 split_gain=2.3518 2.45417 3.08947 2.40138 2.40879 3.98792 threshold=59.000000000000007 0.11311668870000001 0.0011130000000000003 108.50000000000001 35.000000000000007 30.500000000000004 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.078558714249276101 -0.092240443135070627 0.076240915019698513 -0.061051278005209569 0.0017780220696456102 -0.07733309881264247 0.071352886268865906 leaf_weight=3.5912543162703505 2.6027897670865059 5.9201654493808737 5.7145402505993834 81.859247695654631 3.3685434288345268 9.1602789238095266 leaf_count=123 21 12 98 759 138 60 internal_value=0.00105984 0.0036921 0.00604718 0.00189585 0.00570687 0.00878009 internal_weight=112.217 108.626 106.023 100.103 94.3881 91.0195 internal_count=1211 1088 1067 1055 957 819 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 5 split_gain=2.13157 2.14696 2.79331 3.9195 7.37118 2.84093 threshold=0.86147496925000011 0.14357116100000003 0.73806720815000004 0.60557055170000018 0.62272809245000016 21926.500000000004 decision_type=10 8 10 10 8 8 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.088276091713679075 -0.096656699431958704 0.1142653651124485 0.069433182399011167 -0.086655746483852325 0.0041600720225992349 -0.055378822717273894 leaf_weight=2.5225391462445259 2.1871103979647151 5.859590120613575 6.3533257991075507 4.8496008813381186 88.873143761884421 8.8084758678451163 leaf_count=23 10 14 13 10 1050 91 internal_value=0.00115753 0.00298183 0.00498805 0.0012106 0.00532603 -0.00120887 internal_weight=119.454 117.267 114.744 108.391 103.541 97.6816 internal_count=1211 1201 1178 1165 1155 1141 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=7 num_cat=0 split_feature=20 0 10 5 8 0 split_gain=7.17826 2.81642e-05 1.83985e-05 1.51223e-05 2.75152e-05 9.77983e-06 threshold=1.0000000180025095e-35 0.0045030000000000009 32.000000000000007 27922.500000000004 7.3352983901173188 20.176897000000004 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075799328763234392 -0.076258993986009868 -0.075888201608179884 -0.075546145868948214 -0.07550636386041816 -0.07668694216445951 -0.076178673318158058 leaf_weight=4.1691307425498962 3.0953183365054455 5.3329747788375226 1.2054526649881143 0.65941657463554282 0.5494936229661106 1.4809986315667627 leaf_count=15 166 693 155 55 27 100 internal_value=-0.0376259 -0.075998 -0.0759104 -0.0759651 -0.0760062 -0.0759513 internal_weight=16.4928 12.3237 9.22834 8.02288 7.36347 6.81397 internal_count=1211 1196 1030 875 820 793 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=7 num_cat=0 split_feature=0 2 5 2 10 11 split_gain=1.932 1.91946 2.15698 2.39706 3.24337 4.73518 threshold=47.407128000000007 79.000000000000014 11758.500000000002 8.5000000000000018 30.500000000000004 12.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0022849474158325176 -0.08179164643789405 0.09017884325479017 -0.057316152387239784 0.054413023775852887 -0.073576887189791856 0.10584203409563986 leaf_weight=79.215229289606214 2.6130255274474612 2.5959593355655661 5.5948073826730242 18.9579520104453 5.3089071381837121 2.0347238946706057 leaf_count=614 18 25 82 356 78 38 internal_value=0.00322391 0.00517759 0.00319166 0.00639996 0.0325572 -0.0238647 internal_weight=116.321 113.708 111.112 105.517 26.3016 7.34363 internal_count=1211 1193 1168 1086 472 116 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=7 num_cat=0 split_feature=20 21 5 0 3 4 split_gain=2.16652 3.10733 2.23992 2.65086 3.00973 6.14441 threshold=0.79454162265000006 0.33091260600000005 59.000000000000007 0.0011130000000000003 3.5000000000000004 343.00000000000006 decision_type=10 8 8 8 8 8 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.058656079933102949 0.058572101817068303 -0.078280531929138988 0.071331874725180183 -0.041240949692767065 0.24733094599571839 0.0059739048058107397 leaf_weight=9.0038787350058538 6.1493161097168914 3.2871034191921344 5.7721568346023551 13.915888471528886 1.0707792527973641 70.577310078311712 leaf_count=37 16 123 12 217 5 801 internal_value=0.000902044 -0.00252014 0.00282147 0.00574026 0.00131544 0.00958098 internal_weight=109.776 103.627 94.6232 91.3361 85.564 71.6481 internal_count=1211 1195 1158 1035 1023 806 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=7 num_cat=0 split_feature=20 19 19 19 20 4 split_gain=1.95982 3.5366 3.53979 3.56641 2.80041 2.25362 threshold=0.79454162265000006 0.73806720815000004 0.60557055170000018 0.49277379045000008 0.31027308865000008 24525.000000000004 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.095840421941990217 -0.061898165694863096 0.079213099632704745 -0.082896319866782295 0.11347956976136048 -0.0025489781046448804 0.042274307987937923 leaf_weight=2.9256385304033756 4.7190242148935786 5.9059261977672568 4.9460982233285895 2.8772181496024123 83.565552418120205 12.956002075225113 leaf_count=24 16 14 12 8 1042 95 internal_value=0.00124284 0.00387557 -0.000272237 0.0037216 0.000546067 0.00346761 internal_weight=117.895 113.176 107.271 102.324 99.4472 96.5216 internal_count=1211 1195 1181 1169 1161 1137 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=7 num_cat=0 split_feature=19 0 10 5 8 0 split_gain=6.36065 2.29696e-05 1.4557e-05 1.18779e-05 2.01884e-05 8.26212e-06 threshold=1.0000000180025095e-35 0.0045030000000000009 32.000000000000007 27922.500000000004 7.3352983901173188 20.176897000000004 decision_type=8 10 8 8 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075699660016897916 -0.076167797920255464 -0.075819274722352975 -0.075501754204901628 -0.07546804115604569 -0.076538596360853445 -0.076096921534159076 leaf_weight=3.6580224335193634 2.8573189866729072 4.9087143476353932 1.1063594294246293 0.61007782618980844 0.50252858130261291 1.3711654255166648 leaf_count=15 166 693 155 55 27 100 internal_value=-0.0389816 -0.0759225 -0.0758401 -0.0758907 -0.0759287 -0.0758799 internal_weight=15.0142 11.3562 8.49885 7.39249 6.78241 6.27988 internal_count=1211 1196 1030 875 820 793 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=7 num_cat=0 split_feature=0 2 5 2 11 9 split_gain=1.76773 1.67507 1.88258 2.17987 2.87069 2.79031 threshold=47.407128000000007 79.000000000000014 11758.500000000002 8.5000000000000018 10.500000000000002 6.0917474004837473 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0056603848714196475 -0.081265667606850403 0.084150467550087579 -0.054864757773927013 0.031357462191887425 -0.090924400165870986 0.051338963534933557 leaf_weight=65.431227285414934 2.4356973096728316 2.6016245745122424 5.3546213153749695 25.482475620694458 3.4920634478330603 9.8860229868441802 leaf_count=467 18 25 82 472 21 126 internal_value=0.00301641 0.00484527 0.00296356 0.00593263 -0.00228833 0.00182126 internal_weight=114.684 112.248 109.646 104.292 78.8093 75.3173 internal_count=1211 1193 1168 1086 614 593 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=7 num_cat=0 split_feature=5 16 0 3 2 6 split_gain=1.97342 2.07163 1.99187 2.71278 4.37972 3.69276 threshold=59.000000000000007 2.0000000000000004 0.0011130000000000003 3.5000000000000004 6.5000000000000009 84.878191631965962 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.078052210150759305 0.062117742089234942 -0.088836629604606879 -0.039419248384781662 0.069061279047675658 -0.062957297006268134 0.0081327385160843615 leaf_weight=3.0688892463222137 5.848498970270156 2.3845683825202277 13.577552484348415 10.529381822794674 8.2460032785311324 64.160405218601227 leaf_count=123 14 91 217 61 141 564 internal_value=0.000988119 0.00330386 0.00545032 0.0020164 0.0087999 3.66504e-05 internal_weight=107.815 104.746 102.362 96.5133 82.9358 72.4064 internal_count=1211 1088 997 983 766 705 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=7 num_cat=0 split_feature=21 0 6 9 7 7 split_gain=1.95375 1.94493 3.78944 4.74254 3.45936 3.01659 threshold=0.14357116100000003 18.636041000000002 84.963522692669201 6.866674566022029 76.306935986487204 74.14298080054165 decision_type=8 10 8 10 10 10 left_child=-1 4 -3 -4 5 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.090624199803930439 0.0084807584078270843 -0.096948411940409845 0.069559652626692461 -0.073991768456652521 -0.041695313906152436 0.068048736617457944 leaf_weight=2.2749690748751163 77.655518681742251 5.4694954007863972 5.3463808037340641 4.0408678380772471 12.276451624464242 9.5464986755978298 leaf_count=24 601 35 18 78 298 157 internal_value=0.00113892 0.00296476 -0.0307845 0.00776601 0.00800509 0.015002 internal_weight=116.61 114.335 14.8567 9.38725 99.4785 87.202 internal_count=1211 1187 131 96 1056 758 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=7 num_cat=0 split_feature=19 4 4 0 0 10 split_gain=5.69855 1.93045e-05 1.10347e-05 9.87235e-06 8.61803e-06 8.22034e-06 threshold=1.0000000180025095e-35 456.00000000000006 109.00000000000001 0.0045030000000000009 20.176897000000004 32.000000000000007 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -3 -4 -5 right_child=1 3 4 5 -6 -7 leaf_value=0.075624097488437472 -0.076668134861688331 -0.076494893420467225 -0.07592055763625391 -0.075769799589924247 -0.07636736595524421 -0.075458103774144858 leaf_weight=3.2578639388084412 0.24351569265126993 0.16765177529305209 3.5448698787949979 4.9834206479135901 0.49154233979061235 1.0191477087792007 leaf_count=15 22 6 321 656 36 155 internal_value=-0.0398514 -0.0758512 -0.0760144 -0.075738 -0.075975 -0.0757169 internal_weight=13.708 10.4501 4.27993 6.17022 4.03641 6.00257 internal_count=1211 1196 379 817 357 811 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 4 split_gain=1.60424 1.53286 4.2701 6.89107 2.6031 2.43513 threshold=47.407128000000007 0.0045030000000000009 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 327.00000000000006 decision_type=10 8 10 10 8 8 left_child=1 2 3 -1 -3 -6 right_child=-2 4 -4 -5 5 -7 leaf_value=0.09682179864209095 -0.080656393570626539 0.064620630105977003 -0.085660717704742068 -0.092510269053677249 0.034637841252717599 -0.0047646536296446652 leaf_weight=4.9336801394820196 2.250474225729703 7.7922080326825371 6.5338559634983531 3.149593323469162 20.389700036495924 67.970967153087258 leaf_count=61 18 133 29 11 179 780 internal_value=0.00292905 0.00462723 -0.0255438 0.0230498 0.00921381 0.00432768 internal_weight=113.02 110.77 14.6171 8.08327 96.1529 88.3607 internal_count=1211 1193 101 72 1092 959 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=7 num_cat=0 split_feature=21 10 10 10 15 6 split_gain=1.9008 1.98746 3.73545 2.81269 2.28905 2.45807 threshold=0.11311668870000001 35.000000000000007 30.500000000000004 16.500000000000004 4.5000000000000009 125.44544100960267 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.096890234736049727 0.0031860887615139432 -0.077077212331721157 0.069394921178029381 -0.099146206868275771 0.062460385622058939 -0.060257752270170953 leaf_weight=1.9532345980405807 76.89965261798352 3.0325883799232534 8.2887068912386876 2.8129709311760953 5.9269838556647292 6.6336114630103102 leaf_count=21 791 138 60 99 34 68 internal_value=0.000841233 0.00268392 0.00508923 -0.00068721 0.00240872 -0.00185217 internal_weight=105.548 103.595 100.562 92.2732 89.4602 83.5333 internal_count=1211 1190 1052 992 893 859 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=7 num_cat=0 split_feature=21 9 10 8 8 8 split_gain=1.92812 1.85477 2.33466 2.3088 3.13186 2.17538 threshold=0.88726092775000021 7.8464943593056891 35.000000000000007 6.7272612487472054 6.132086408704077 5.2927476730057128 decision_type=10 10 8 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0020694327673914507 -0.099154834033823191 -0.060199280298344371 0.054281808337394294 0.07239257432412953 -0.094097638047732912 0.032917876719209829 leaf_weight=70.082818957976997 1.8868306130170811 8.6126885015983099 2.2459075301885614 5.1206224784255019 3.1804432133212677 23.808142145164311 leaf_count=444 10 306 37 21 125 268 internal_value=0.00110017 0.00277344 -0.0365209 0.00694873 0.00349649 0.00680238 internal_weight=114.937 113.051 10.8586 102.192 97.0714 93.891 internal_count=1211 1201 343 858 837 712 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=7 num_cat=0 split_feature=19 0 10 5 8 0 split_gain=5.02111 1.70417e-05 9.32029e-06 6.98519e-06 1.38291e-05 6.03493e-06 threshold=1.0000000180025095e-35 0.0045030000000000009 32.000000000000007 27922.500000000004 7.3352983901173188 20.176897000000004 decision_type=8 10 8 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075545029376264547 -0.076015674840277297 -0.075684249000312148 -0.07541234821444176 -0.075401792525819439 -0.076331094645704103 -0.075942550694151525 leaf_weight=2.8442213535308838 2.4527906454168242 4.0906473792856559 0.91643038589972992 0.51614857790991653 0.43020785739645351 1.1613047420978544 leaf_count=15 166 693 155 55 27 100 internal_value=-0.0411095 -0.0757884 -0.07571 -0.075754 -0.075786 -0.0757414 internal_weight=12.4118 9.56753 7.11474 6.19831 5.68216 5.25195 internal_count=1211 1196 1030 875 820 793 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=7 num_cat=0 split_feature=0 8 9 13 6 8 split_gain=1.46859 1.43755 2.98443 4.57454 4.45533 3.72332 threshold=47.407128000000007 7.2680146144134401 6.0917474004837473 50796.000000000007 83.534692932856203 5.0718539697908787 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=0.0073549173004663158 -0.080246744350072244 -0.038469873483362636 -0.0075751917451130834 0.067339827773382668 0.0061986178793259367 -0.10747009187717549 leaf_weight=56.827638313174248 2.0844964366406193 7.2683006506413212 15.272283953614531 17.480463963001966 4.9445142820477468 6.9073384404182434 leaf_count=487 18 82 252 302 30 40 internal_value=0.00289602 0.00449041 0.0075688 0.0324077 -0.00427669 -0.0600483 internal_weight=110.785 108.701 101.432 32.7527 68.6795 11.8519 internal_count=1211 1193 1111 554 557 70 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=7 num_cat=0 split_feature=0 4 3 6 0 0 split_gain=1.74116 2.77283 2.80152 2.61918 2.07938 3.33634 threshold=64.315626000000009 52200.000000000007 85.000000000000014 125.38956572919442 8.0202915000000008 0.071170500000000012 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0078600160777103027 0.086882303204396216 -0.082998270295263632 0.083941315438924052 -0.069385981189060308 0.033605733762362554 -0.041725857093148425 leaf_weight=51.981095209717751 2.2823561429977408 4.0035475585609666 3.9932510927319518 5.3705842262133947 17.309615936130285 18.362579115666449 leaf_count=421 11 40 35 69 109 526 internal_value=0.000509613 -0.0014418 0.00192374 -0.00159704 0.00255644 -0.00508393 internal_weight=103.303 101.021 97.0171 93.0239 87.6533 70.3437 internal_count=1211 1200 1160 1125 1056 947 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 0 split_gain=1.75031 1.77301 1.99617 3.10359 5.71089 2.49623 threshold=0.86147496925000011 0.14357116100000003 0.73806720815000004 0.60557055170000018 0.62272809245000016 23.872839500000005 decision_type=10 8 10 10 8 8 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.091033014467809092 -0.092792370463898488 0.10108791806828935 0.059016812665377387 -0.078435307257868875 0.00667624331511746 -0.03609465738621994 leaf_weight=1.9750749133527277 1.946446694433688 5.8178302124142647 6.3411805033683768 4.6707794517278662 75.298857478192076 16.665491934865713 leaf_count=23 10 14 13 10 998 143 internal_value=0.00121332 0.0028652 0.00456985 0.00119993 0.00500388 -0.00107457 internal_weight=112.716 110.769 108.794 102.453 97.7822 91.9643 internal_count=1211 1201 1178 1165 1155 1141 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=7 num_cat=0 split_feature=19 0 10 5 8 0 split_gain=4.55699 1.28909e-05 7.55715e-06 6.03937e-06 1.32742e-05 4.40422e-06 threshold=1.0000000180025095e-35 0.0045030000000000009 32.000000000000007 27922.500000000004 7.3352983901173188 20.176897000000004 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075492691391130809 -0.075938992511515591 -0.075636989010542777 -0.075385194015696655 -0.075351653173339889 -0.076279572457102929 -0.075867354468467318 leaf_weight=2.5738092511892319 2.2612468292936665 3.7837654944160022 0.85670639434829343 0.44892472273204465 0.41078287968412031 1.063090155366808 leaf_count=15 166 693 155 55 27 100 internal_value=-0.0415854 -0.0757331 -0.0756621 -0.0757037 -0.0757338 -0.0756875 internal_weight=11.3983 8.82452 6.56327 5.70656 5.25764 4.84686 internal_count=1211 1196 1030 875 820 793 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=7 num_cat=0 split_feature=8 2 8 7 0 11 split_gain=1.26646 2.11116 2.81168 2.50274 2.33659 2.32356 threshold=7.2680146144134401 11.500000000000002 5.1443339919796447 73.974175951047258 1.4112660000000001 11.500000000000002 decision_type=10 10 10 10 10 10 left_child=1 5 -3 4 -4 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0022339227151498523 -0.037903714241649927 -0.11165925887234972 0.081760010803977545 0.07269661963733684 -0.079123029238747866 -0.089896575430003983 leaf_weight=82.866368380375206 7.1886439826339474 1.1655274145305181 1.4265091642737382 11.584695423953233 2.4586315425112844 2.8309752196073523 leaf_count=749 86 4 50 279 26 17 internal_value=0.0026686 0.00551872 0.038119 0.0494036 -0.0200515 -0.000809569 internal_weight=109.521 102.333 16.6354 15.4698 3.88514 85.6973 internal_count=1211 1125 359 355 76 766 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=7 num_cat=0 split_feature=5 4 3 4 5 8 split_gain=1.77477 1.96002 2.30745 3.95368 2.46299 2.44886 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 343.00000000000006 76.000000000000014 4.4308176195396909 decision_type=8 8 8 8 10 8 left_child=-1 -2 4 -4 -3 -5 right_child=1 2 3 5 -6 -7 leaf_value=-0.077884384518833547 0.056486514537032628 0.068183830786125665 0.1795209523123609 0.068118461060836077 -0.060562280651220601 -0.0024421087713510951 leaf_weight=2.8141098599880925 6.3299807682633391 1.7373592648655165 1.2784870751202095 5.2691976949572554 10.267171238549052 73.918737529078498 leaf_count=123 30 26 5 20 173 834 internal_value=0.000422842 0.00265324 -0.00103185 0.00506953 -0.0419295 0.00225302 internal_weight=101.615 98.8009 92.471 80.4664 12.0045 79.1879 internal_count=1211 1088 1058 859 199 854 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=7 num_cat=0 split_feature=3 4 21 20 19 19 split_gain=1.57563 2.5657 1.54164 1.5442 3.8949 2.60851 threshold=75.000000000000014 52200.000000000007 0.14357116100000003 0.79454162265000006 0.73806720815000004 0.60557055170000018 decision_type=10 10 8 10 10 10 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.089944525972165068 -0.080840832286908304 0.093356087000746393 0.0035795855836849759 -0.056447081247018416 0.088045121311919633 -0.073971241807289964 leaf_weight=1.857055341824889 2.290321002714335 3.0525517016649237 90.05198210501112 4.3359095454215995 5.2864671796560279 4.556769222021102 leaf_count=24 61 21 1069 15 11 10 internal_value=0.00124533 0.00296791 0.000367102 0.00197616 0.00451199 -0.0001556 internal_weight=111.431 109.141 106.088 104.231 99.8952 94.6088 internal_count=1211 1150 1129 1105 1090 1079 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=7 num_cat=0 split_feature=19 0 10 5 8 0 split_gain=4.17833 1.06863e-05 5.95043e-06 4.78728e-06 1.12177e-05 3.41155e-06 threshold=1.0000000180025095e-35 0.0045030000000000009 32.000000000000007 27922.500000000004 7.3352983901173188 3.9500000000000005e-05 decision_type=8 10 8 10 10 10 left_child=-1 5 3 4 -3 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075452652848160731 -0.075800750061077837 -0.075635187878097532 -0.075357028713085847 -0.07532699654203423 -0.076198070430817486 -0.076093095977648684 leaf_weight=2.3594654351472855 1.562692306702955 4.4530464387498796 0.78679939813446242 0.4174674090463667 0.38463536789640773 0.53611228335648764 leaf_count=15 142 793 155 55 27 24 internal_value=-0.0417203 -0.075681 -0.0756135 -0.0756519 -0.0756799 -0.0758754 internal_weight=10.5002 8.14075 6.04195 5.25515 4.83768 2.0988 internal_count=1211 1196 1030 875 820 166 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=7 num_cat=0 split_feature=0 4 0 0 7 4 split_gain=1.18471 4.42193 6.14417 2.18268 3.1602 4.20805 threshold=0.0037175000000000008 156.00000000000003 3.9500000000000005e-05 2.7156310000000006 73.565496186226582 219.50000000000003 decision_type=8 10 10 8 8 10 left_child=1 2 -1 -2 5 -5 right_child=3 -3 -4 4 -6 -7 leaf_value=0.094397579882433136 0.021501989991078611 -0.098185593391110659 -0.090597920950057129 0.031537689181412809 0.010583270928809856 -0.075937336029147595 leaf_weight=4.6135349720716459 47.925438296981156 5.0897176414728165 2.9390010312199593 5.2488954216241863 30.525553608313203 11.907769352197645 leaf_count=61 707 24 11 33 277 98 internal_value=0.00262678 -0.0261423 0.0224083 0.00643093 -0.008717 -0.0430565 internal_weight=108.25 12.6423 7.55254 95.6077 47.6822 17.1567 internal_count=1211 96 72 1115 408 131 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=5 5 4 3 5 8 split_gain=1.63561 1.99932 1.80006 3.81104 3.15726 2.14458 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 231.00000000000003 4.4308176195396909 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.077670325949808494 0.13182933672139305 0.052591185780218319 -0.05952000323425069 0.15582987350915842 0.064530854008685745 -0.0022722366759254597 leaf_weight=2.6128174606710663 1.1809064745903004 6.2997451573610297 10.435763476416467 1.359678030014037 5.1443442180752745 72.982991805765778 leaf_count=123 2 30 197 5 20 834 internal_value=0.000409202 0.00250366 0.000916492 -0.0027037 0.00475565 0.00212646 internal_weight=100.016 97.4034 96.2225 89.9228 79.487 78.1273 internal_count=1211 1088 1086 1056 859 854 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=7 num_cat=0 split_feature=9 8 9 3 8 8 split_gain=1.57328 2.0694 1.91804 2.45928 1.84015 1.747 threshold=7.8464943593056891 6.7272612487472054 7.9861398055203932 21.000000000000004 6.0913373096047279 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 4 -2 -4 5 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.0036533868047123851 -0.069006778808682473 0.068148136674285084 0.11653892513412963 -0.056691875586133034 -0.07236269172310375 0.028535208592096774 leaf_weight=69.916942545212805 6.4550441319588554 4.8975601494312277 1.5477116219699385 1.741807462647557 3.2579188747331491 22.21966252150014 leaf_count=454 270 21 13 60 128 265 internal_value=0.00102509 0.00475229 -0.0373356 0.0248128 0.00149754 0.00410921 internal_weight=110.037 100.292 9.74456 3.28952 95.3945 92.1366 internal_count=1211 868 343 73 847 719 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=3.80866 9.48325e-06 7.09091e-06 4.2234e-06 5.95601e-06 2.31978e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 7.3352983901173188 22.500000000000004 456.00000000000006 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075413771602096308 -0.076350033384789226 -0.075695147792177397 -0.075396105751880285 -0.076217909615166932 -0.075709544698872838 -0.075548825435180336 leaf_weight=2.1480698585510254 0.17953423596918572 1.8396641951985655 1.2365919291623866 0.27920742798596587 1.3201430373592302 2.6359979539411142 leaf_count=15 22 281 268 18 102 505 internal_value=-0.0419719 -0.075632 -0.0756144 -0.0756588 -0.0757983 -0.075609 internal_weight=9.63921 7.49114 7.3116 6.07501 1.59935 4.47566 internal_count=1211 1196 1174 906 120 786 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=7 num_cat=0 split_feature=0 10 13 2 8 3 split_gain=1.30112 1.25806 3.60092 3.27007 2.40387 2.04996 threshold=47.407128000000007 30.500000000000004 49191.500000000007 8.5000000000000018 7.2680146144134401 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=0.0064935958309324127 -0.079796760330600625 0.05312775811358228 -0.078531117487843041 0.058167623943320285 -0.02521226582439471 -0.033245513272038354 leaf_weight=56.563584219664335 1.8836901281028975 3.2295332048088294 5.8229014817625284 17.369927375577394 4.3170824870467177 16.847404345870018 leaf_count=418 18 109 100 384 38 144 internal_value=0.00257192 0.00406166 -0.0315607 0.00745257 0.0415698 -0.0026263 internal_weight=106.034 104.15 9.05243 95.098 21.687 73.411 internal_count=1211 1193 209 984 422 562 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=7 num_cat=0 split_feature=10 10 10 15 11 20 split_gain=1.52593 2.8279 2.30823 1.95442 1.87315 1.77412 threshold=35.000000000000007 30.500000000000004 16.500000000000004 4.5000000000000009 7.5000000000000009 0.79454162265000006 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -3 -1 right_child=-2 4 -4 -5 -6 -7 leaf_value=-0.0083429263795506171 -0.07666461604222416 0.090200473225897457 -0.098103151547895937 0.058677791481347247 -0.012481552084663228 0.048497138991594274 leaf_weight=73.809705092571676 2.5113345715217283 5.6950982324779007 2.4789273804053655 5.2854412943124762 2.5820441171526918 5.932678595185279 leaf_count=853 138 35 99 34 36 16 internal_value=0.00028301 0.00230048 -0.00298404 -0.000210907 0.0581689 -0.00411414 internal_weight=98.2952 95.7839 87.5068 85.0278 8.27714 79.7424 internal_count=1211 1073 1002 903 71 869 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=7 num_cat=0 split_feature=9 9 14 10 9 0 split_gain=1.40973 1.96517 1.93563 1.78321 1.90552 1.55629 threshold=7.8464943593056891 7.5630913137471625 2.5000000000000004 35.000000000000007 7.9966239479282715 0.15951900000000005 decision_type=10 10 10 8 10 8 left_child=1 2 5 4 -2 -1 right_child=3 -3 -4 -5 -6 -7 leaf_value=-0.016146245366974114 -0.079860170323106494 0.05390122777099611 -0.086477455297230027 0.051736296007432084 0.060308614684887588 0.012110976289723831 leaf_weight=28.945619027130306 6.273846025927921 7.4360554227605453 2.4922752007842055 1.8419220801442868 1.1472100615501402 59.6708316616714 leaf_count=341 276 151 13 37 30 363 internal_value=0.00096511 0.00447102 0.000436658 -0.0363328 -0.0581917 0.00288106 internal_weight=107.808 98.5448 91.1087 9.26298 7.42106 88.6165 internal_count=1211 868 717 343 306 704 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=7 num_cat=0 split_feature=20 4 10 8 3 4 split_gain=3.50374 7.82043e-06 6.0553e-06 3.548e-06 5.36058e-06 1.93476e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 7.3352983901173188 22.500000000000004 456.00000000000006 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075381898757859028 -0.076260322292719979 -0.075643930591030611 -0.075353645701189381 -0.076153350282832558 -0.075654765329463067 -0.075504749247737979 leaf_weight=1.9811761081218719 0.16727387811988581 1.7069146367721257 1.100455697160214 0.26202861405909028 1.2181172450073063 2.4074462801800109 leaf_count=15 22 281 268 18 102 505 internal_value=-0.0417641 -0.075585 -0.0755681 -0.0756103 -0.075743 -0.0755625 internal_weight=8.84341 6.86224 6.69496 5.59451 1.48015 4.11436 internal_count=1211 1196 1174 906 120 786 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=7 num_cat=0 split_feature=0 4 0 0 4 4 split_gain=1.16589 3.36342 5.51216 2.5979 1.89646 3.44892 threshold=0.0045030000000000009 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 327.00000000000006 164.50000000000003 decision_type=8 10 10 8 8 10 left_child=1 2 -1 -2 5 -5 right_child=3 -3 -4 4 -6 -7 leaf_value=0.091978312503733367 0.064903660310366124 -0.082784436551057994 -0.089231642753400772 -0.0090610930618520262 -0.0067444900220751851 0.075198491069179266 leaf_weight=4.2531834319233877 7.0013234848156563 5.7276708036661148 2.7731411308050156 10.830708518624308 64.743263158947229 8.8088762015104276 leaf_count=61 133 29 11 98 798 81 internal_value=0.00241616 -0.0259067 0.0204586 0.00636902 0.00151234 0.0287316 internal_weight=104.138 12.754 7.02632 91.3842 84.3828 19.6396 internal_count=1211 101 72 1110 977 179 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=7 num_cat=0 split_feature=5 4 3 2 6 7 split_gain=1.48414 1.46543 1.75306 2.64304 2.8994 5.53342 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.878191631965962 72.777599729663464 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.077531356374767157 0.049407406454065626 -0.038427924293884551 0.053192625353100209 -0.064140957883157407 0.088424359690200599 -0.0066823521507721213 leaf_weight=2.3923614406958214 6.1520293802022925 10.992247600108383 9.6535023003816587 6.9057786967605344 6.9147853124886742 53.053364098770544 leaf_count=123 30 199 64 141 44 610 internal_value=0.000244937 0.00223133 -0.00108482 0.00427907 -0.00278179 0.00428418 internal_weight=96.0641 93.6717 87.5197 76.5274 66.8739 59.9681 internal_count=1211 1088 1058 859 795 654 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=7 num_cat=0 split_feature=21 5 4 9 8 8 split_gain=1.66961 1.50437 1.72955 2.16245 1.59709 1.78309 threshold=0.88726092775000021 21926.500000000004 52200.000000000007 7.8464943593056891 6.7585825373291648 6.0913373096047279 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.005834478378909597 -0.096194160953223057 -0.069449164056999954 0.084354437675909305 -0.055857577676997283 0.063625940842005929 -0.071881318109781087 leaf_weight=85.250701710116118 1.7424013540148724 2.8266576481983057 2.6424758946523061 5.9900106181157744 4.5928748361766329 3.0581700415350488 leaf_count=693 10 71 27 262 20 128 internal_value=0.000887751 0.00250862 0.00451189 0.00237842 0.0061333 0.00314315 internal_weight=106.103 104.361 101.534 98.8918 92.9017 88.3089 internal_count=1211 1201 1130 1103 841 821 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=3.22384 7.46289e-06 4.59244e-06 2.8935e-06 3.79009e-06 1.66363e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 7.3352983901173188 22.500000000000004 456.00000000000006 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075353566154193571 -0.076226193550414503 -0.075596159209889324 -0.075331107089475921 -0.076051896727882762 -0.075611177282132958 -0.075461341545543265 leaf_weight=1.8249769508838654 0.15514417923986901 1.5671356429811569 1.0286903859814627 0.23591633373871412 1.1286881786072627 2.2005456103361212 leaf_count=15 22 281 268 18 102 505 internal_value=-0.0417154 -0.0755412 -0.075524 -0.0755626 -0.0756874 -0.0755174 internal_weight=8.1411 6.31612 6.16098 5.13229 1.3646 3.76768 internal_count=1211 1196 1174 906 120 786 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=7 num_cat=0 split_feature=0 4 0 3 9 4 split_gain=1.06575 3.63017 4.94855 2.03256 2.26859 3.93296 threshold=0.0037175000000000008 156.00000000000003 3.9500000000000005e-05 1.0000000180025095e-35 5.4680160157886286 164.50000000000003 decision_type=8 10 10 8 8 10 left_child=1 2 -1 -2 5 -5 right_child=3 -3 -4 4 -6 -7 leaf_value=0.090394552591344809 -0.083009385350949136 -0.095994529073222534 -0.08703159025289206 -0.002787521707057824 -0.00038794222846211593 0.083537181243431013 leaf_weight=3.9926125481724721 2.4916127920150748 4.4997397102415562 2.5927978008985519 11.427636921405794 67.606009943410754 9.8070468008518201 leaf_count=61 13 24 11 106 898 98 internal_value=0.00251567 -0.0267651 0.0205386 0.00606953 0.00856782 0.0370808 internal_weight=102.417 11.0852 6.58541 91.3323 88.8407 21.2347 internal_count=1211 96 72 1115 1102 204 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=7 num_cat=0 split_feature=0 4 5 6 4 8 split_gain=1.36247 2.04786 2.13246 2.49555 1.83847 6.48682 threshold=64.315626000000009 52200.000000000007 11066.000000000002 125.38956572919442 6248.5000000000009 5.246858042816462 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.010838241656056347 0.084395686485050844 -0.077425944558908943 0.051928600060523425 -0.081712506725426681 0.041093579923827436 -0.064235146756489517 leaf_weight=53.053687127772719 1.8733321875333775 3.4423132967203847 7.5755633078515521 3.8887763097882262 9.7027150983922166 14.69827176327817 leaf_count=399 11 40 85 56 182 438 internal_value=-3.41077e-05 -0.00174657 0.0011832 -0.00354275 0.000381931 -0.00544836 internal_weight=94.2347 92.3613 88.919 81.3435 77.4547 67.752 internal_count=1211 1200 1160 1075 1019 837 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=7 num_cat=0 split_feature=20 7 0 0 7 8 split_gain=1.46305 1.37284 3.66202 3.24793 2.21694 2.72922 threshold=0.86147496925000011 76.306935986487204 31.825229500000003 25.140853500000002 74.14298080054165 5.6744042622234678 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.014554961687218804 -0.090010030790452666 -0.049212858539942367 0.08017865419969919 -0.061292657712128842 0.061962452223678889 -0.04239347828081827 leaf_weight=63.483587429393083 1.7438518367707718 12.107610686100086 2.6695814058184615 6.4331757524050763 8.158614323823711 9.7014269893988949 leaf_count=430 10 313 10 101 164 183 internal_value=0.000816646 0.00236108 -0.0258376 0.00710832 0.0125179 0.00700586 internal_weight=104.298 102.554 14.7772 87.7768 81.3436 73.185 internal_count=1211 1201 323 878 777 613 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 0 split_gain=2.92513 6.69695e-06 3.63131e-06 2.45434e-06 2.02834e-06 1.30782e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 125.10620642251497 4630.5000000000009 0.0045030000000000009 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075320890340922597 -0.076177008651196157 -0.075618014199779149 -0.075305418849785366 -0.07585141056177569 -0.075565129673016762 -0.075444826592861697 leaf_weight=1.6511398032307625 0.14278031513094891 0.51731473742984269 0.95201292569981877 0.31865055044181612 1.108213493716903 2.7748616802855395 leaf_count=15 22 68 268 44 121 673 internal_value=-0.0421412 -0.0755006 -0.0754836 -0.0755195 -0.0756291 -0.075472 internal_weight=7.46497 5.81383 5.67105 4.71904 1.42686 3.29218 internal_count=1211 1196 1174 906 165 741 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=7 num_cat=0 split_feature=13 9 6 8 6 0 split_gain=0.988625 1.54126 3.38442 2.90174 2.67345 1.92972 threshold=49199.500000000007 6.0917474004837473 83.534692932856203 5.0718539697908787 115.14406506322102 1.7817065000000001 decision_type=10 10 10 10 10 8 left_child=1 2 5 -4 -3 -1 right_child=-2 4 3 -5 -6 -7 leaf_value=0.02391335913343804 -0.047232817231199577 0.064456494258173458 0.0049078116083961509 -0.098746736568148641 0.0028366116997950372 -0.014380511117924023 leaf_weight=28.014006303623319 3.8502728110179296 10.232869817409663 4.680996008217333 6.3840891569852829 22.572211835999042 24.817120060324669 leaf_count=329 81 263 30 40 308 160 internal_value=0.00245979 0.00443836 -0.0046076 -0.0548965 0.0220577 0.00592503 internal_weight=100.552 96.7013 63.8962 11.0651 32.8051 52.8311 internal_count=1211 1130 559 70 571 489 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=7 num_cat=0 split_feature=5 10 10 10 6 5 split_gain=1.34244 1.36486 2.23033 2.11161 1.7979 2.03604 threshold=59.000000000000007 35.000000000000007 30.500000000000004 16.500000000000004 125.38956572919442 23740.500000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.077475870020751722 0.0059230419794895003 -0.07647221132083859 0.056572512106892472 -0.096727101050785524 -0.090637679068552329 0.03448782289403865 leaf_weight=2.1943791778758159 72.591484002303332 2.1804776759818187 7.2950648274272671 2.2478194208815685 4.1049492526799432 1.9034770652651785 leaf_count=123 703 138 71 99 58 19 internal_value=-0.000193868 0.00168368 0.0036171 -0.00116118 0.00157184 -0.0509978 internal_weight=92.5177 90.3233 88.1428 80.8477 78.5999 6.00843 internal_count=1211 1088 950 879 780 77 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=7 num_cat=0 split_feature=21 7 0 0 7 8 split_gain=1.53881 1.26063 3.17173 2.82453 1.83537 2.4272 threshold=0.88726092775000021 76.306935986487204 31.825229500000003 25.140853500000002 74.14298080054165 5.6744042622234678 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.014041289175398285 -0.094595492913278734 -0.047055885184376305 0.073624262777883268 -0.058771968326873883 0.057273912206586758 -0.040365013546967997 leaf_weight=62.664422781206667 1.6623811647295941 11.842160937259903 2.668604437261819 6.0702289268374434 8.0472085550427419 9.434384939260779 leaf_count=430 10 313 10 101 164 183 internal_value=0.000831951 0.00240687 -0.0248622 0.00699643 0.0119777 0.00692203 internal_weight=102.389 100.727 14.5108 86.2162 80.146 72.0988 internal_count=1211 1201 323 878 777 613 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 0 split_gain=2.75684 5.10263e-06 3.13263e-06 2.15034e-06 1.96138e-06 9.95651e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 125.10620642251497 4630.5000000000009 0.0045030000000000009 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.0753038553265995 -0.076080947570604907 -0.075569379361254949 -0.075274346945962731 -0.075813907926741989 -0.07552343562299417 -0.075411956656627435 leaf_weight=1.5683509856462479 0.13083211798220862 0.47664637374691698 0.86093163152690966 0.30079081887379255 1.0233358771074563 2.5573831258807331 leaf_count=15 22 68 268 44 121 673 internal_value=-0.0412855 -0.0754641 -0.0754487 -0.0754831 -0.0755894 -0.0754367 internal_weight=6.91827 5.34992 5.21909 4.35816 1.32413 3.03403 internal_count=1211 1196 1174 906 165 741 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=7 num_cat=0 split_feature=0 0 9 0 4 0 split_gain=0.995231 1.46673 1.03814 1.12781 3.25876 4.50746 threshold=41.369700000000009 35.05935800000001 7.9932649795659385 0.0037175000000000008 156.00000000000003 3.9500000000000005e-05 decision_type=10 10 10 8 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.08892004171957596 -0.046525492716333612 0.10096520016280471 -0.065289585721874363 0.0084338851207217524 -0.09460075721952052 -0.085024922305053374 leaf_weight=3.7307607866823655 3.9970416054129592 1.5477081052958954 2.1859612837433806 80.842170776799321 4.197606161236763 2.480039581656456 leaf_count=61 33 20 40 1022 24 11 internal_value=0.00235571 0.00441268 0.00281336 0.00444481 -0.0265384 0.0194619 internal_weight=98.9813 94.9842 93.4365 91.2506 10.4084 6.2108 internal_count=1211 1178 1158 1118 96 72 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=7 num_cat=0 split_feature=16 10 10 15 10 6 split_gain=1.26809 1.81626 3.46134 1.84479 3.1326 1.72782 threshold=2.0000000000000004 30.500000000000004 35.000000000000007 4.5000000000000009 13.500000000000002 125.38956572919442 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.0023471996620717753 -0.091289969531926127 0.085074799631682588 -0.076474276016115783 0.057682730789469054 -0.090418867935388669 -0.05655900718730681 leaf_weight=67.763290633447468 1.5078802041243751 5.8094242196530095 1.7186426632106302 4.7027849927544585 4.2373137183021745 5.3742977343499652 leaf_count=706 91 52 66 34 191 71 internal_value=-0.000347097 0.00118328 0.0481935 -0.00312843 -0.00682449 -0.00198135 internal_weight=91.1136 89.6058 7.52807 82.0777 77.3749 73.1376 internal_count=1211 1120 118 1002 968 777 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=7 num_cat=0 split_feature=20 20 21 20 3 4 split_gain=1.29293 1.2871 2.48329 1.39184 1.12027 1.71354 threshold=0.18887784125000004 0.79454162265000006 0.52866869640000014 0.44432163585000006 75.000000000000014 52200.000000000007 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.06320351060336124 0.050537680441827396 -0.052039500453516956 -0.097667564074466251 0.00015832195095559726 -0.079595535037141077 0.083573328165374272 leaf_weight=3.057489238679409 10.714792288839815 4.0958343967795363 1.4518183320760725 77.402409914066084 1.6843766951933492 2.5435976162552825 leaf_count=27 28 16 6 1052 61 21 internal_value=0.00083287 0.00283292 0.00522903 -0.000614247 0.00111187 0.00281229 internal_weight=100.95 97.8928 93.797 83.0822 81.6304 79.946 internal_count=1211 1184 1168 1140 1134 1073 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=7 num_cat=0 split_feature=19 4 3 0 8 0 split_gain=2.43531 4.7121e-06 2.37234e-06 1.93089e-06 1.41388e-06 1.22298e-06 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 1.5295230000000002 4.4308176195396909 0.0045030000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075267113917530271 -0.076046404057888012 -0.075380915746211419 -0.07572514462019575 -0.075525318145990672 -0.075824284165190228 -0.075334528364082456 leaf_weight=1.371873714029789 0.12130017857998598 0.96862814854830537 0.082917992025614118 1.1518592697102574 0.18336858553811897 2.4036427807295695 leaf_count=15 22 338 6 128 19 683 internal_value=-0.0425295 -0.0754309 -0.0754153 -0.0754884 -0.0755664 -0.0753476 internal_weight=6.28359 4.91172 4.79042 2.30386 1.33523 2.48656 internal_count=1211 1196 1174 485 147 689 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=7 num_cat=0 split_feature=15 16 9 6 8 8 split_gain=0.91834 2.91937 1.73751 3.00501 2.81111 2.57917 threshold=4.5000000000000009 2.0000000000000004 6.0917474004837473 83.534692932856203 6.4932345590107117 5.0718539697908787 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -5 right_child=1 -3 4 5 -6 -7 leaf_value=0.0057944103729310739 -0.071744192872761889 0.063429138134651883 0.058353661445896571 0.0045466911946642581 -0.0058650452871667593 -0.094018896723698522 leaf_weight=51.709033858031034 5.3321163197979322 2.2813305668532848 13.529324016999455 4.6217985898256284 13.737809290178118 6.2378322519361973 leaf_count=489 98 91 243 30 220 40 internal_value=0.00210602 -0.0312402 0.00493206 -0.00424872 0.0259988 -0.0520699 internal_weight=97.4492 7.61345 89.8358 62.5687 27.2671 10.8596 internal_count=1211 189 1022 559 463 70 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=7 num_cat=0 split_feature=5 0 4 10 15 10 split_gain=1.21167 1.17967 1.65539 1.13226 2.05693 1.63873 threshold=59.000000000000007 0.0011130000000000003 115.00000000000001 35.000000000000007 6.5000000000000009 30.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.07733277563073486 0.048809216299948305 -0.09183804184769695 -0.0047130948888018291 -0.076249363925694952 0.083717248176827519 0.052575725514519958 leaf_weight=1.9999901852570463 4.9488140121102324 1.9779526144266117 70.15847635245882 1.8647601683624078 3.0058312602341166 5.375658778473734 leaf_count=123 17 20 832 138 30 51 internal_value=-0.000373324 0.00138913 -0.00145944 0.00076387 0.00259238 -0.00063593 internal_weight=89.3315 87.3315 82.3827 80.4047 78.54 75.5341 internal_count=1211 1088 1071 1051 913 883 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=7 num_cat=0 split_feature=9 9 7 8 8 0 split_gain=1.16884 1.45034 1.80766 1.60647 1.57766 2.91668 threshold=7.8464943593056891 7.5630913137471625 76.306935986487204 6.1516991880802205 5.2927476730057128 0.23011500000000004 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.0045675324396383544 -0.036951278069237224 0.088021505656275478 -0.021416614047239272 -0.080951258483940386 -0.038329471861046079 0.051638428357195044 leaf_weight=64.407611492555588 7.5200485801324239 4.2582318075001231 2.3380058696493506 2.3510486464947453 4.8608368858695057 13.929675938561557 leaf_count=449 343 27 124 34 94 140 internal_value=0.000956775 0.00405048 0.0492317 0.000566798 0.00287037 0.028365 internal_weight=99.6655 92.1454 6.59624 85.5492 83.1981 18.7905 internal_count=1211 868 151 717 683 234 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=7 num_cat=0 split_feature=20 4 10 6 5 4 split_gain=2.31562 3.87169e-06 2.21222e-06 1.40329e-06 1.30432e-06 1.07163e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 124.36303587798403 4630.5000000000009 4433.0000000000009 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075256646559847803 -0.075977400453902957 -0.075372434001191646 -0.075220593565680963 -0.075532206698618889 -0.075445896724066625 -0.075927177341879246 leaf_weight=1.3184191733598709 0.1130266711115836 2.4942249056766745 0.69249586548539799 0.1717492539901283 0.92467454448342334 0.1144816349260509 leaf_count=15 22 726 268 36 128 16 internal_value=-0.0413241 -0.0753995 -0.0753847 -0.0754153 -0.0755036 -0.0756902 internal_weight=5.82907 4.51065 4.39763 3.70513 1.21091 0.286231 internal_count=1211 1196 1174 906 180 52 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=7 num_cat=0 split_feature=0 4 0 0 3 5 split_gain=0.903969 2.47714 4.0598 2.3197 1.62738 2.22833 threshold=0.0045030000000000009 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 1.0000000180025095e-35 59.000000000000007 decision_type=8 10 10 8 8 8 left_child=1 2 -1 -2 -5 -6 right_child=3 -3 -4 4 5 -7 leaf_value=0.087476134665652433 0.064331465619064096 -0.078162151532382346 -0.083294681346798238 -0.082264880960794304 0.091497168532835599 -5.208622294955893e-05 leaf_weight=3.4549437128007394 6.186281928792595 4.8619876801967621 2.3316163048148155 2.2929871827363959 2.7573862075805655 74.28657461842522 leaf_count=61 133 29 11 13 41 923 internal_value=0.00193149 -0.0255443 0.0186663 0.00535251 0.000753639 0.00322444 internal_weight=96.1718 10.6485 5.78656 85.5232 79.3369 77.044 internal_count=1211 101 72 1110 977 964 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=7 num_cat=0 split_feature=0 4 3 3 9 6 split_gain=1.14688 1.73998 1.84195 2.17572 2.06504 2.34441 threshold=64.315626000000009 65648.500000000015 75.000000000000014 14.500000000000002 7.9538437412311724 120.81344331090371 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0026546225090294659 0.083056963169696907 -0.096776716085602357 0.081255407531277413 -0.055965276435685322 0.064706809135765833 -0.075203296552120921 leaf_weight=65.618212297442369 1.6187032982707013 1.8907043170183886 2.7149553708732119 6.9553820784203699 4.9821650721132746 4.1096978238783768 leaf_count=867 11 23 37 121 53 99 internal_value=-0.000337671 -0.0019024 0.000223437 -0.00247046 0.00250982 -0.00193425 internal_weight=87.8898 86.2711 84.3804 81.6655 74.7101 69.7279 internal_count=1211 1200 1177 1140 1019 966 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=7 num_cat=0 split_feature=3 4 8 0 3 2 split_gain=1.1043 5.82537 1.57689 6.03522 4.2353 3.65508 threshold=1.0000000180025095e-35 163.00000000000003 4.4962153679600307 0.27220900000000009 1.5000000000000002 1.5000000000000002 decision_type=8 10 8 10 10 10 left_child=1 -1 3 4 5 -2 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.085994521268703605 0.029833791312534455 0.094910431191475506 0.0057041294760764713 -0.08270324976908186 0.1528959386942611 -0.09382077905212842 leaf_weight=2.6355460658669454 8.7262692786753195 5.4834665209054947 65.845057617756538 10.191385023295878 2.0067967753857365 3.2923180758953086 leaf_count=51 99 18 905 89 11 38 internal_value=0.00086376 0.0361861 -0.00232053 -0.0241395 0.0184152 -0.00403959 internal_weight=98.1808 8.11901 90.0618 24.2168 14.0254 12.0186 internal_count=1211 69 1142 237 148 137 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 4 split_gain=2.12648 3.29682e-06 1.72523e-06 1.17716e-06 1.09087e-06 8.73945e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 124.36303587798403 4630.5000000000009 4433.0000000000009 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.0752370516563277 -0.075925683099582822 -0.075341804181701583 -0.07520378196618055 -0.075496248952929612 -0.075411752429427673 -0.075865990746400339 leaf_weight=1.2122890762984753 0.10370699362829316 2.2786856482271109 0.63800724991597224 0.16041808319278028 0.84909552929457288 0.10628085024654865 leaf_count=15 22 726 268 36 128 16 internal_value=-0.0412326 -0.075369 -0.0753547 -0.075383 -0.0754672 -0.0756436 internal_weight=5.34848 4.13619 4.03249 3.39448 1.11579 0.266699 internal_count=1211 1196 1174 906 180 52 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=7 num_cat=0 split_feature=15 10 2 7 10 7 split_gain=0.830882 1.39911 1.29144 1.70652 1.90049 1.49448 threshold=6.5000000000000009 50.000000000000007 8.5000000000000018 76.306935986487204 30.500000000000004 74.175813561605239 decision_type=10 8 10 10 8 10 left_child=2 -2 -1 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0034371388577038526 -0.079028542399135093 0.077827612885503938 -0.0036811028176968971 0.072534892241652396 -0.072328291526437591 0.059414804459268389 leaf_weight=67.113428607583046 2.731194405816495 0.71818454470485438 9.2690312899649197 5.5017890087328842 2.483053849078714 6.3091300991363815 leaf_count=567 77 61 153 193 44 116 internal_value=0.0018017 -0.04637 0.00363417 0.0237751 0.0089219 0.0218726 internal_weight=94.1258 3.44938 90.6764 23.563 18.0612 15.5782 internal_count=1211 138 1073 506 313 269 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=1.12575 3.92541 2.40652 2.69951 1.66974 2.88564 threshold=0.60557055170000018 0.49277379045000008 0.43081104100000006 0.62272809245000016 0.26668451185000003 0.39953208990000005 decision_type=10 10 10 8 8 8 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.077203645184305586 0.02719344690317918 -0.12408330536174883 0.095085375093304808 0.074059568115026897 -0.15630566942498467 0.00077098379555250781 leaf_weight=4.7042753919959068 12.71489544212818 2.6690408289432517 2.5370095893740645 3.0046281889081001 1.1928873136639593 59.787107548676431 leaf_count=31 31 9 6 7 6 1121 internal_value=-0.000291133 -0.00502033 -0.000558693 -0.00409129 0.00128408 -0.00230174 internal_weight=86.6098 73.8949 71.2259 68.6889 63.9846 60.98 internal_count=1211 1180 1171 1165 1134 1127 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=7 num_cat=0 split_feature=20 20 3 4 21 19 split_gain=1.27457 1.16055 1.24481 2.96084 2.54538 2.21093 threshold=0.86147496925000011 0.18887784125000004 1.0000000180025095e-35 163.00000000000003 0.19833634335000003 0.76768386320000015 decision_type=10 8 10 10 10 10 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.059489698674438624 -0.088084849742836244 -0.092435444519922236 -0.0032538283157863995 0.092169744435770862 0.027014518325693876 0.038921734279294191 leaf_weight=2.9474004898220301 1.587082091718911 3.9585605189204278 64.865860610851087 4.952342525124549 16.216251086443663 1.8946134597063062 leaf_count=27 10 58 1051 18 42 5 internal_value=0.000789865 0.0022772 0.00425844 0.0222917 0.00661116 -0.0499164 internal_weight=96.4221 94.835 91.8876 27.0218 22.0694 5.85317 internal_count=1211 1201 1174 123 105 63 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=7 num_cat=0 split_feature=19 0 0 10 6 3 split_gain=1.88977 1.79824e-06 1.00499e-06 9.1119e-07 1.01867e-06 1.04173e-06 threshold=1.0000000180025095e-35 0.0045030000000000009 3.9500000000000005e-05 25.000000000000004 125.10620642251497 37.000000000000007 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075209236692270268 -0.075392515738939389 -0.07529708008500284 -0.075614054385051935 -0.07518775267992403 -0.075579717854483849 -0.075206693168878236 leaf_weight=1.067554946988821 0.74627763428725324 1.8161676869203809 0.28219985356554389 0.58597466885112215 0.27384745969902713 0.10303240106441081 leaf_count=15 142 673 24 268 55 34 internal_value=-0.0423725 -0.0753403 -0.0754533 -0.0752985 -0.0753281 -0.0754777 internal_weight=4.87505 3.8075 1.02848 2.77902 2.19305 0.37688 internal_count=1211 1196 166 1030 762 89 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=7 num_cat=0 split_feature=0 6 2 0 4 3 split_gain=1.10124 0.947808 0.891861 1.21287 3.18429 3.88317 threshold=47.407128000000007 128.71147821476768 79.000000000000014 4.9672220000000005 395.00000000000006 15.500000000000002 decision_type=10 10 10 10 10 8 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=0.0072415776009823272 -0.079438482310457692 0.082968631794272205 0.067015587389154183 0.038925560759401331 -0.076192011527613623 0.032581176575449608 leaf_weight=65.423806480132043 1.6414506509900082 1.4657377302646626 2.0553334522992364 6.537166669964793 11.116925831884142 4.6568754883483061 leaf_count=898 18 13 25 46 118 93 internal_value=0.00174273 0.00320297 0.00190087 0.00037545 -0.0197585 -0.0440791 internal_weight=92.8973 91.2558 89.7901 87.7348 22.311 15.7738 internal_count=1211 1193 1180 1155 257 211 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=7 num_cat=0 split_feature=7 2 14 7 19 19 split_gain=1.06721 1.98687 2.65267 1.44229 1.14247 3.37699 threshold=78.999015316736262 3.5000000000000004 2.5000000000000004 77.428350407558014 0.60557055170000018 0.49277379045000008 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.0024110710471539221 0.12293709760631417 -0.05813192342955608 0.07666978336118313 -0.095908848619836118 0.02573028428402609 -0.11946793599362551 leaf_weight=61.076033550780267 1.9367560707032669 3.0642373096197844 2.7879957933910191 1.6594147299183521 12.685828626155851 2.5681716799736014 leaf_count=958 7 78 65 63 31 9 internal_value=-0.000152617 0.0351425 0.00608742 -0.00367762 -0.00167251 -0.00713455 internal_weight=85.7784 7.78899 5.85223 77.9894 76.33 63.6442 internal_count=1211 150 143 1061 998 967 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=7 num_cat=0 split_feature=9 9 7 8 8 9 split_gain=1.02171 1.27215 1.46033 1.36615 1.29047 2.82476 threshold=7.8464943593056891 7.5630913137471625 76.306935986487204 6.1516991880802205 5.2927476730057128 6.0199129280458035 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.0044243354351009359 -0.03620423248203946 0.082530694278541317 -0.020264767361949123 -0.076077061319659342 0.06640251013451591 -0.012964086513460083 leaf_weight=61.954401595983654 6.9875201099785036 4.0449550822377196 2.0991864544339478 2.2807146720588198 8.8158115851692873 9.1272356454282981 leaf_count=449 343 27 124 34 74 160 internal_value=0.000606068 0.00351827 0.0474099 0.000236664 0.00241508 0.0260305 internal_weight=95.3098 88.3223 6.14414 82.1782 79.8974 17.943 internal_count=1211 868 151 717 683 234 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 4 split_gain=1.7454 2.15822e-06 1.0678e-06 8.10348e-07 7.43278e-07 3.77218e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 125.10620642251497 4630.5000000000009 2333.0000000000005 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075193753820599007 -0.075798868784667531 -0.075290601837889382 -0.075173683737669111 -0.075451989469060413 -0.075355233839252023 -0.07572355455812417 leaf_weight=0.98698009923100471 0.089733344037086105 1.9794098022975966 0.54480099747888733 0.11678681150078762 0.69111689028795809 0.091010062955319881 leaf_count=15 22 741 268 27 121 17 internal_value=-0.0423027 -0.0753148 -0.0753021 -0.0753264 -0.0754051 -0.0755709 internal_weight=4.49984 3.51286 3.42312 2.87832 0.898914 0.207797 internal_count=1211 1196 1174 906 165 44 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 5 split_gain=0.912538 0.984428 2.0036 1.78805 3.46106 1.54095 threshold=41.369700000000009 0.0045030000000000009 0.030394000000000001 156.00000000000003 3.9500000000000005e-05 3158.0000000000005 decision_type=10 8 8 10 10 10 left_child=1 3 5 4 -1 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.084943820852331084 -0.046801833522167588 0.085406886572153215 0.0028914415763498518 -0.073556758046215462 -0.080797941010303409 -0.060464661036076096 leaf_weight=2.9184766821563226 3.7270592208951703 4.9398878486827007 72.694031698163599 4.3842577273026109 2.2170346602797508 0.84858550131320942 leaf_count=61 33 122 944 29 11 11 internal_value=0.00166393 0.00371655 0.00740014 -0.0266516 0.013392 0.0640222 internal_weight=91.7293 88.0023 78.4825 9.51977 5.13551 5.78847 internal_count=1211 1178 1077 101 72 133 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=7 num_cat=0 split_feature=5 4 5 3 2 6 split_gain=1.03729 1.14793 1.49806 2.8228 2.13153 2.3343 threshold=59.000000000000007 126.00000000000001 63.000000000000007 3.5000000000000004 6.5000000000000009 84.878191631965962 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.077150458704145539 0.044793123891029518 0.1154562298822794 -0.05612913486510001 0.050040132585715616 -0.064144073746916136 0.0033060307724897008 leaf_weight=1.7155941743403662 5.6807548962533465 1.0747439563274372 8.9697787845507246 8.6147937364876253 5.6816072454676023 52.932714484981261 leaf_count=123 30 2 197 64 141 654 internal_value=-0.000184705 0.00140704 -0.00178248 -0.00343607 0.00359429 -0.00323205 internal_weight=84.67 82.9544 77.2736 76.1989 67.2291 58.6143 internal_count=1211 1088 1058 1056 859 795 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=7 num_cat=0 split_feature=20 5 4 9 20 19 split_gain=1.01148 1.00288 1.14128 1.6305 1.13292 2.01975 threshold=0.18887784125000004 21926.500000000004 52200.000000000007 7.8464943593056891 0.79454162265000006 0.73806720815000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.058401184409952581 0.0036420476749481796 -0.065860490054447676 0.076139330569955893 -0.055064107073252148 -0.047399532298733865 0.065825361023000115 leaf_weight=2.8214125270023942 72.708423777017742 2.1030718092806628 2.1406562672927967 4.6986850410467005 3.8579199425876132 5.6276624649763098 leaf_count=27 804 70 27 254 16 13 internal_value=0.000567945 0.00239352 0.00400576 0.0022287 0.00550389 0.0081093 internal_weight=93.9578 91.1364 89.0333 86.8927 82.194 78.3361 internal_count=1211 1184 1114 1087 833 817 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=7 num_cat=0 split_feature=19 0 0 10 6 3 split_gain=1.59164 1.2277e-06 7.3437e-07 5.61622e-07 6.92297e-07 6.93342e-07 threshold=1.0000000180025095e-35 0.0045030000000000009 3.9500000000000005e-05 25.000000000000004 125.10620642251497 37.000000000000007 decision_type=8 10 10 8 10 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075176370106215681 -0.075337309267152999 -0.075252892271094898 -0.075541425273624979 -0.075162146200076413 -0.075503295364647144 -0.07517371255046057 leaf_weight=0.89773644134402275 0.63623511977493796 1.530999532697024 0.2438074687961489 0.50649708998389531 0.23553479969268654 0.087556560523808002 leaf_count=15 142 673 24 268 55 34 internal_value=-0.0426517 -0.0752931 -0.0753939 -0.0752555 -0.075281 -0.075414 internal_weight=4.13837 3.24063 0.880043 2.36059 1.85409 0.323091 internal_count=1211 1196 166 1030 762 89 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=7 num_cat=0 split_feature=16 15 9 6 10 7 split_gain=0.823369 2.35476 1.44495 2.48397 2.22104 1.88958 threshold=2.0000000000000004 4.5000000000000009 6.0917474004837473 84.261706241844635 30.500000000000004 76.111843068347085 decision_type=10 10 10 10 10 8 left_child=1 2 3 -1 5 -4 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.0047297909856670152 0.067160884993796341 -0.06843564785191622 0.01884169435850774 -0.050626315187938989 -0.06282625275158836 0.088407003666802708 leaf_weight=49.001371998339891 1.8806926943361748 4.7191241690888992 17.49881919333712 9.7129667066037637 2.6253471141681066 5.0261570164002469 leaf_count=503 91 98 228 56 54 181 internal_value=0.00168576 0.000295679 0.00416324 -0.00442763 0.0242189 0.0343643 internal_weight=90.4645 88.5838 83.8647 58.7143 25.1503 22.525 internal_count=1211 1120 1022 559 463 409 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=7 num_cat=0 split_feature=10 15 10 6 13 5 split_gain=0.988024 1.70218 1.31353 1.56972 2.47355 1.34427 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 125.38956572919442 49193.500000000007 25194.000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.0034604735810828363 -0.076151575802045957 0.082131375129281647 0.049593773130335146 -0.089641106004179918 -0.088527107037574451 0.024383575835062992 leaf_weight=65.924886402441189 1.6826926842331875 2.5222109928727141 4.7609729114919892 3.7116159414872518 3.0588600873015812 1.4331419840455053 leaf_count=807 138 30 54 62 105 15 internal_value=-0.00030449 0.00126319 -0.00132228 -0.00459242 -0.000618417 -0.057878 internal_weight=83.0944 81.4117 78.8895 74.1285 68.9837 5.14476 internal_count=1211 1073 1043 989 912 77 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=7 num_cat=0 split_feature=3 4 8 0 3 2 split_gain=0.902737 4.12626 1.21266 5.39067 3.35873 3.22987 threshold=1.0000000180025095e-35 163.00000000000003 4.4962153679600307 0.27220900000000009 1.5000000000000002 1.5000000000000002 decision_type=8 10 8 10 10 10 left_child=1 -1 3 4 5 -2 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.082742578914799844 0.029214210676861658 0.089853644757606169 0.0050531801784493881 -0.078762689788212673 0.13718425063232789 -0.091291036967133005 leaf_weight=2.0047653503715983 8.5951074138283747 4.4815467149019241 62.784871518961154 9.6711676716804487 2.0396390147507182 3.0007015205919734 leaf_count=51 99 18 905 89 11 38 internal_value=0.000532616 0.0365082 -0.00217786 -0.0216573 0.0188456 -0.00196949 internal_weight=92.5778 6.48631 86.0915 23.3066 13.6354 11.5958 internal_count=1211 69 1142 237 148 137 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 4 split_gain=1.52056 1.45463e-06 6.87334e-07 5.20824e-07 4.92659e-07 3.59701e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 124.36303587798403 4630.5000000000009 4433.0000000000009 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075170439501334646 -0.075701407718782698 -0.075247567833563067 -0.075146481643898061 -0.075373227495987433 -0.075301535253242929 -0.075648484216874964 leaf_weight=0.868387620896101 0.076394672738388958 1.6205230020568713 0.4548984691791701 0.11936044960748393 0.61843707592925057 0.078828949946910143 leaf_count=15 22 726 268 36 128 16 internal_value=-0.0412214 -0.0752707 -0.0752593 -0.0752804 -0.0753455 -0.0754827 internal_weight=3.83683 2.96844 2.89205 2.43715 0.816626 0.198189 internal_count=1211 1196 1174 906 180 52 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 0 split_gain=0.834608 0.879285 1.87853 1.48428 3.01208 1.32307 threshold=41.369700000000009 0.0045030000000000009 0.030394000000000001 156.00000000000003 3.9500000000000005e-05 0.048128000000000004 decision_type=10 8 8 10 10 8 left_child=1 3 -3 4 -1 -4 right_child=-2 2 5 -5 -6 -7 leaf_value=0.083579462543819982 -0.045375048530448561 0.064664915077958157 -0.045165160931058629 -0.071211748582543255 -0.078217007802888483 0.0065494742665723783 leaf_weight=2.5910272002220136 3.6431086203083387 5.2475601341575375 5.34827787708491 4.0173815907910466 2.0697288662195206 65.964001520071179 leaf_count=61 33 133 56 29 11 888 internal_value=0.00149733 0.00350068 0.00692017 -0.0266666 0.0117296 0.00267098 internal_weight=88.8811 85.238 76.5598 8.67814 4.66076 71.3123 internal_count=1211 1178 1077 101 72 944 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=7 num_cat=0 split_feature=19 19 19 21 20 5 split_gain=0.935372 3.16657 1.96315 2.38662 1.58246 1.00679 threshold=0.60557055170000018 0.49277379045000008 0.43081104100000006 0.62272809245000016 0.44432163585000006 41149.000000000007 decision_type=10 10 10 8 8 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.074284914388281942 0.024738595958168984 -0.11585344779666849 0.08724808758843855 0.088986511948843786 -0.0051463786364706835 0.050642347369064256 leaf_weight=4.5042805029079318 12.612181454896925 2.478859916329383 2.4424307942390433 1.9852904826402662 54.215689224773087 3.44005406461656 leaf_count=31 31 9 6 5 1084 45 internal_value=-0.000303842 -0.00487682 -0.000745492 -0.00409598 0.00120491 -0.00181772 internal_weight=81.6788 69.0666 66.5877 64.1453 59.641 57.6557 internal_count=1211 1180 1171 1165 1134 1129 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 19 split_gain=0.873062 0.877635 1.94155 1.56574 2.3548 2.56252 threshold=0.18887784125000004 0.79454162265000006 0.73806720815000004 0.60557055170000018 0.26668451185000003 0.056355504000000008 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.054954025146071166 0.0019043127467187127 -0.045065716671574135 0.061277395263729773 -0.063861085414291335 0.070348535865153619 -0.11673948433990045 leaf_weight=2.7489661290310323 68.771946615888737 3.7509020268917075 5.5982721149921408 3.624771073460578 4.9150131270289412 1.869945392012595 leaf_count=27 1123 16 13 9 15 8 internal_value=0.000546591 0.00226994 0.0043642 0.000340344 0.00342035 -0.00123628 internal_weight=91.2798 88.5309 84.7799 79.1817 75.5569 70.6419 internal_count=1211 1184 1168 1155 1146 1131 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=7 num_cat=0 split_feature=20 4 10 6 5 4 split_gain=1.35869 1.29577e-06 5.50072e-07 4.02116e-07 3.89433e-07 2.817e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 124.36303587798403 4630.5000000000009 4433.0000000000009 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075152204867191597 -0.075674291916135089 -0.075230662947887786 -0.075136011994683005 -0.075346054435675491 -0.075279364006514943 -0.075598952228287261 leaf_weight=0.76896515488624573 0.070849059615284982 1.4993043375143322 0.42051128578896158 0.11056686472147692 0.56906922638881952 0.073207948356866837 leaf_count=15 22 726 268 36 128 16 internal_value=-0.042325 -0.0752522 -0.075241 -0.0752606 -0.0753202 -0.0754468 internal_weight=3.51247 2.74351 2.67266 2.25215 0.752844 0.183775 internal_count=1211 1196 1174 906 180 52 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=16 10 2 7 0 0 split_gain=0.78576 2.07764 1.4756 2.24106 2.98333 1.80752 threshold=2.0000000000000004 30.500000000000004 8.5000000000000018 74.615070000985625 2.7156310000000006 18.636041000000002 decision_type=10 10 10 10 10 10 left_child=1 2 -1 4 -4 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0034413978458033424 0.067530640611888723 -0.068156299889599412 0.082845228527037629 0.066672773624369283 -0.083631475315710621 0.020229868495716376 leaf_weight=64.122623005881906 1.7662057569250453 4.2344418233260503 2.8103820309042948 8.4058811464346928 3.9427409507334232 2.9140627030283213 leaf_count=566 91 118 97 264 37 38 internal_value=0.00150212 0.000152825 0.00367188 0.0289095 -0.00392662 -0.0394916 internal_weight=88.1963 86.4301 82.1957 18.0731 9.66719 6.8568 internal_count=1211 1120 1002 436 172 75 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 9 split_gain=0.906342 1.14612 1.01092 2.46539 1.83033 2.26796 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5.7067037458915086 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.077047243360009177 0.10780422549208986 0.040776499971052163 -0.053781489992375621 -0.034576291978043953 -0.0031279641035549771 0.080892895624009559 leaf_weight=1.510971943847834 0.9946722686290731 5.5864868946373454 8.5586163084954006 2.3980916086584312 55.956402059644461 5.8516395390033722 leaf_count=123 2 30 197 29 795 35 internal_value=-0.000324954 0.00113606 -0.0002181 -0.00336545 0.00335497 0.0473275 internal_weight=80.8569 79.3459 78.3512 72.7647 64.2061 8.24973 internal_count=1211 1088 1086 1056 859 64 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=7 num_cat=0 split_feature=3 4 8 0 8 0 split_gain=0.867816 3.52466 1.13856 4.72337 2.83884 2.99185 threshold=1.0000000180025095e-35 163.00000000000003 4.4962153679600307 0.27220900000000009 4.5871821358292939 0.15951900000000005 decision_type=8 10 8 10 8 8 left_child=1 -1 3 -2 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=-0.081547569877502099 0.016403904080603045 0.087916948503767911 0.11685536860744694 -0.075934162047923623 -0.048241430974692794 0.011106558671722217 leaf_weight=1.7453970126807679 13.63290789537132 4.1348737552762032 2.1872421205043784 9.3317012377083284 10.2685629138723 49.160790662106592 leaf_count=51 148 18 4 89 261 640 internal_value=0.000469356 0.0376161 -0.00211316 -0.0211178 0.0049699 0.000852054 internal_weight=90.4615 5.88027 84.5812 22.9646 61.6166 59.4294 internal_count=1211 69 1142 237 905 901 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=1.27012 1.01706e-06 4.32959e-07 2.81271e-07 4.18906e-07 1.43423e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 7.3352983901173188 22.500000000000004 456.00000000000006 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075143407993996394 -0.075621430496024877 -0.075253906431499692 -0.075125430757406422 -0.07548352140382962 -0.075260400005246281 -0.075191208104729401 leaf_weight=0.72311802953481674 0.065648612566293063 0.63566328078741274 0.38635211558721483 0.1025303144706412 0.46928873949218541 0.85635688966431189 leaf_count=15 22 281 268 18 102 505 internal_value=-0.0416605 -0.075233 -0.0752226 -0.0752408 -0.0753004 -0.0752179 internal_weight=3.23896 2.51584 2.45019 2.06384 0.571819 1.49202 internal_count=1211 1196 1174 906 120 786 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=0 0 0 0 5 9 split_gain=0.775931 0.777279 1.26832 4.30355 2.47337 1.47252 threshold=41.369700000000009 0.0037175000000000008 0.030394000000000001 0.033227500000000007 3216.0000000000005 5.4680160157886286 decision_type=10 8 8 8 10 8 left_child=1 -1 4 -4 -3 -5 right_child=-2 2 3 5 -6 -7 leaf_value=-0.028393585571992855 -0.044355559541017275 0.085792925997391745 -0.28436484629375447 0.028067397950023599 -0.073661128684583355 -0.0043802477131644965 leaf_weight=7.0819629691541186 3.5655409144237629 4.5097356894984832 0.51893911883234878 19.407431058585644 1.2403374444693325 50.066538563929498 leaf_count=96 33 126 5 199 12 740 internal_value=0.00132132 0.00328766 0.00624986 0.00254089 0.0513974 0.00468394 internal_weight=86.3905 82.8249 75.743 69.9929 5.75007 69.474 internal_count=1211 1178 1082 944 138 939 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=7 num_cat=0 split_feature=10 15 10 6 13 6 split_gain=0.891748 1.50443 1.16158 1.41666 2.04889 1.23264 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 125.38956572919442 49193.500000000007 112.05004490008061 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.0026868781998919803 -0.076060024823405806 0.081488232865156232 0.049101321220077883 -0.057028918209326498 -0.086922096936970492 0.035864772173617367 leaf_weight=54.075060789939016 1.5156008502235625 2.2762856893241397 4.3566375356167546 4.7199294310994437 2.6248006569221607 9.796190008055417 leaf_count=647 138 30 54 77 105 160 internal_value=-9.0092e-05 0.00138893 -0.0010237 -0.0040901 -0.000332473 0.00322594 internal_weight=79.3645 77.8489 75.5726 71.216 66.4961 63.8713 internal_count=1211 1073 1043 989 912 807 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=7 num_cat=0 split_feature=21 21 19 19 20 3 split_gain=1.29796 1.29371 1.10122 3.71793 2.36697 2.08333 threshold=0.88726092775000021 0.14357116100000003 0.60557055170000018 0.68175770400000013 0.79454162265000006 75.000000000000014 decision_type=10 8 8 8 8 8 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.093414506200663203 -0.093563940571782162 0.035383923066591279 -0.10809380421445379 0.062246878540259787 0.0019797412292256291 -0.08861038407874397 leaf_weight=1.402124607004225 1.44877204671502 9.5794741548597795 3.0867302641272545 6.3589997962117195 64.410410443844739 2.6427777418866745 leaf_count=24 10 31 7 14 1059 66 internal_value=0.000314156 0.00186888 0.00342094 -0.000581579 0.00393894 -0.0015907 internal_weight=88.9293 87.4805 86.0784 76.4989 73.4122 67.0532 internal_count=1211 1201 1177 1146 1139 1125 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 4 split_gain=1.15967 8.32098e-07 3.53058e-07 2.81277e-07 2.55905e-07 1.29542e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 125.10620642251497 4630.5000000000009 2333.0000000000005 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075129947728992397 -0.075578838951575425 -0.075196993686334368 -0.075114146396753512 -0.07531269052063376 -0.07524333626577738 -0.075503995988128764 leaf_weight=0.65900483541190624 0.061624299967662277 1.2946140151761938 0.35043607345141925 0.081416594563052169 0.46551465929951519 0.062620704295113683 leaf_count=15 22 741 268 27 121 17 internal_value=-0.0419151 -0.0752163 -0.0752064 -0.0752234 -0.0752794 -0.0753959 internal_weight=2.97523 2.31623 2.2546 1.90417 0.609552 0.144037 internal_count=1211 1196 1174 906 165 44 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=7 num_cat=0 split_feature=13 9 7 6 8 9 split_gain=0.70674 1.03589 2.45922 2.19839 2.20874 1.91646 threshold=49199.500000000007 6.0917474004837473 76.620775124742622 84.261706241844635 5.0718539697908787 6.7403507733948809 decision_type=10 10 8 10 10 10 left_child=1 3 5 -1 -5 -3 right_child=-2 2 -4 4 -6 -7 leaf_value=0.0041541851275254072 -0.048665957959829233 0.096918476738956982 0.078247097528336099 0.0035809674889841245 -0.093503784115093358 -0.0064064786595286159 leaf_weight=46.920159068889916 2.7405776078812769 1.9849414862692416 5.5817653606645754 4.3469190523028356 5.0842340849339962 18.768991847988218 leaf_count=503 81 38 212 30 26 321 internal_value=0.00129472 0.00295061 0.0193233 -0.00470111 -0.0487564 0.0034757 internal_weight=85.4276 82.687 26.3357 56.3513 9.43115 20.7539 internal_count=1211 1130 571 559 56 359 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=19 19 19 21 19 19 split_gain=0.831983 2.71319 1.71043 1.92943 1.32311 2.39916 threshold=0.60557055170000018 0.49277379045000008 0.43081104100000006 0.62272809245000016 0.26668451185000003 0.39953208990000005 decision_type=10 10 10 8 8 8 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.068180714298288619 0.023621421892740174 -0.11141817789667754 0.082651121578614664 0.06645743782030894 -0.14419763606001801 0.00049351239655690059 leaf_weight=4.3539283955469728 12.3518024161458 2.2976016923785201 2.3645840883254996 2.9199198707938194 1.1715465560555456 52.508012120379135 leaf_count=31 31 9 6 7 6 1121 internal_value=-0.000187468 -0.00466937 -0.000795807 -0.00403299 0.00090159 -0.00266435 internal_weight=77.9674 65.6156 63.318 60.9534 56.5995 53.6796 internal_count=1211 1180 1171 1165 1134 1127 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=7 num_cat=0 split_feature=20 9 8 8 9 3 split_gain=1.11627 0.865698 1.15751 1.31829 1.10057 1.31359 threshold=0.86147496925000011 7.8464943593056891 6.7272612487472054 6.0913373096047279 7.9861398055203932 21.000000000000004 decision_type=10 10 10 10 8 10 left_child=1 2 3 -1 -3 -6 right_child=-2 4 -4 -5 5 -7 leaf_value=0.0041771355420815543 -0.086687105566085831 -0.06688724707176584 0.057992649480281579 -0.071927989589428601 0.098408946022881139 -0.055534302725130692 leaf_weight=74.199515726882964 1.450008202344178 3.8572246607509433 3.8562983702868214 2.3480879925191394 1.1098805703222754 1.1072858129628 leaf_count=709 10 270 21 128 13 60 internal_value=0.000326616 0.0017856 0.00453566 0.00184262 -0.0346157 0.0215274 internal_weight=87.9283 86.4783 80.4039 76.5476 6.07439 2.21717 internal_count=1211 1201 858 837 343 73 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 4 split_gain=1.05307 6.52022e-07 2.91901e-07 2.30918e-07 2.22152e-07 9.48267e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 125.10620642251497 4630.5000000000009 2333.0000000000005 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075118456349614005 -0.075534719380546733 -0.075182955161018014 -0.075104149543639892 -0.075299838690011514 -0.075225542936151468 -0.075469706632683931 leaf_weight=0.59576133638620377 0.056977944215760412 1.1973650487925624 0.32107623723277345 0.076361052575521282 0.43094943667529151 0.057691329857334495 leaf_count=15 22 741 268 27 121 17 internal_value=-0.0424712 -0.075201 -0.0751918 -0.0752078 -0.0752605 -0.0753729 internal_weight=2.73618 2.14042 2.08344 1.76237 0.565002 0.134052 internal_count=1211 1196 1174 906 165 44 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=7 num_cat=0 split_feature=15 2 9 8 7 0 split_gain=0.7053 0.913397 1.1895 1.30963 1.69197 3.26479 threshold=6.5000000000000009 8.5000000000000018 7.9966239479282715 5.1998592407613584 73.680368283335497 2.7156310000000006 decision_type=10 10 8 10 10 10 left_child=1 -1 3 -3 5 -5 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.0029748196057700301 -0.050450704760156596 -0.044219130047064348 -0.070385715204467222 0.083117563970570768 0.059184963359061774 -0.08161466894089936 leaf_weight=62.34998182207346 2.5484914868138722 2.1993353702127996 1.3103711940348137 2.104782645590606 11.369179909583179 2.8083292152732611 leaf_count=567 138 28 26 76 343 33 internal_value=0.00135896 0.00296638 0.0216827 0.0282105 0.0379939 -0.0110432 internal_weight=84.6905 82.142 19.792 18.4816 16.2823 4.91311 internal_count=1211 1073 506 480 452 109 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 6 split_gain=0.808335 1.03948 0.91311 2.16414 1.45977 1.99673 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.878191631965962 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076876030200293349 0.10475839659519499 0.038796667769180664 -0.051717015368114655 0.04359025805436384 -0.062835810246280363 0.0033814923869127664 leaf_weight=1.3558437339961518 0.95384097099304099 5.5340273119509211 8.1818120088428241 7.7539009656757107 5.0256492588669053 48.506150369532406 leaf_count=123 2 30 197 64 141 654 internal_value=-0.000343018 0.00102314 -0.000296129 -0.0034104 0.00303867 -0.00283509 internal_weight=77.3112 75.9554 75.0015 69.4675 61.2857 53.5318 internal_count=1211 1088 1086 1056 859 795 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=7 num_cat=0 split_feature=21 5 4 9 9 9 split_gain=1.20968 0.84502 0.876277 1.35221 1.01643 1.23348 threshold=0.88726092775000021 21926.500000000004 52200.000000000007 7.8464943593056891 7.5630913137471625 6.3944237114723839 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0063061269249600734 -0.093027585892862752 -0.065635350478416427 0.070019129610261993 -0.05498159625148609 0.046888779978464246 -0.034043966654941714 leaf_weight=64.002792860846967 1.3665017746388901 1.8183588116662566 1.9216740671545256 4.0025583924143566 5.3010318144224575 8.5932165677659196 leaf_count=557 10 71 27 262 150 134 internal_value=0.000317649 0.0018071 0.00327015 0.00170397 0.00461663 0.00152987 internal_weight=87.0061 85.6396 83.8213 81.8996 77.897 72.596 internal_count=1211 1201 1130 1103 841 691 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 5 split_gain=0.988998 5.22084e-07 2.30055e-07 1.85962e-07 1.88573e-07 5.4949e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 125.10620642251497 4630.5000000000009 710.50000000000011 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075112334982008255 -0.075496450621460515 -0.075169693012849634 -0.07509740103319118 -0.075287315574651903 -0.07520847610766429 -0.075420220041172187 leaf_weight=0.5626052301377058 0.052973981946706883 1.0999073592538475 0.29765612661140051 0.066740855807438604 0.39814041421050206 0.058267896296456456 leaf_count=15 22 741 268 27 121 17 internal_value=-0.0418471 -0.0751868 -0.0751782 -0.075193 -0.0752421 -0.0753493 internal_weight=2.53629 1.97369 1.92071 1.62306 0.523149 0.125009 internal_count=1211 1196 1174 906 165 44 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=0 6 0 0 4 3 split_gain=0.716711 0.753358 0.726286 2.13136 2.2782 4.11889 threshold=41.369700000000009 128.71147821476768 23.872839500000005 4.9672220000000005 467.50000000000006 1.5000000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0044618537427938447 -0.043140719827995166 0.075292640713669715 0.030787762762437984 -0.040357374977433441 0.032206686672709504 -0.093716168340164496 leaf_weight=32.418182127177715 3.459628250449895 1.429469734430312 7.9047317858785382 11.604072652291505 21.79605362797156 4.9219648689031592 leaf_count=299 33 13 89 178 577 22 internal_value=0.00142209 0.00334743 0.00203974 -0.00117265 0.00651642 -0.00847941 internal_weight=83.5341 80.0745 78.645 70.7403 59.1362 37.3401 internal_count=1211 1178 1165 1076 898 321 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=7 num_cat=0 split_feature=0 19 19 19 19 21 split_gain=0.8898 1.37929 1.69933 2.37182 1.56686 1.59223 threshold=64.315626000000009 0.9405798606500001 0.60557055170000018 0.49277379045000008 0.43081104100000006 0.62272809245000016 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.064693328890582422 0.081626736568834679 -0.10762507380467973 0.036038887527929338 -0.10869813872659058 0.078541184309857542 -0.0011810279791344147 leaf_weight=4.2612845972180367 1.3044016510248173 1.2090273797512043 11.136482447385786 2.1857456862926474 2.2864143624901763 53.555107477412093 leaf_count=31 11 4 27 9 6 1123 internal_value=-0.00025332 -0.00168436 6.00732e-05 -0.00637253 -0.00265128 -0.00586212 internal_weight=75.9385 74.6341 73.425 62.2886 60.1028 57.8164 internal_count=1211 1200 1196 1169 1160 1154 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=10 5 3 4 8 9 split_gain=0.770884 1.46074 1.2846 2.30911 1.95372 2.93781 threshold=41.000000000000007 4795.5000000000009 12.500000000000002 2363.0000000000005 5.2927476730057128 6.0865556372042251 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0057256028893736162 0.053147192548268163 -0.051737254265191948 0.064780452041128631 -0.0840943876652126 0.076449360484323117 -0.010685335694398645 leaf_weight=55.993256985209882 2.6525011425837866 5.4347366424044585 3.1174160954542449 3.1817281620460554 8.0172552801668608 7.478978442493827 leaf_count=415 117 220 45 232 49 133 internal_value=7.66254e-05 -0.00161484 0.00188698 -0.000738732 0.00297111 0.0343954 internal_weight=85.8759 83.2234 77.7886 74.6712 71.4895 15.4962 internal_count=1211 1094 874 829 597 182 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 7 split_gain=0.897381 4.22116e-07 1.84311e-07 1.48975e-07 1.45979e-07 9.14488e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 124.36303587798403 4630.5000000000009 74.14298080054165 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075102252747627551 -0.075462013905401026 -0.075156006132737097 -0.075089133810639488 -0.075382681621828262 -0.07519203628853284 -0.075207560788516425 leaf_weight=0.50905725918710232 0.049224548274651281 0.97885038903041244 0.27028292686736688 0.078133886214345805 0.38656401209300384 0.048224384314380586 leaf_count=15 22 726 268 23 128 29 internal_value=-0.0422044 -0.0751732 -0.0751651 -0.0751789 -0.0752225 -0.0753158 internal_weight=2.32034 1.81128 1.76206 1.49177 0.512922 0.126358 internal_count=1211 1196 1174 906 180 52 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=7 num_cat=0 split_feature=16 15 3 0 3 5 split_gain=0.676587 1.80737 1.229 1.52639 1.77081 3.44575 threshold=2.0000000000000004 4.5000000000000009 15.500000000000002 8.0202915000000008 2.5000000000000004 126.00000000000001 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.006089703248384727 0.067765396054441762 -0.06660639182022153 0.044383776970661988 -0.066571472835582193 -0.073930167354504167 0.088138045314608726 leaf_weight=58.889853811822832 1.5080817327834655 3.8605277077294877 6.7149872309528282 3.1162924841046316 5.6095477547496557 2.6757287457585335 leaf_count=800 91 98 131 16 45 30 internal_value=0.00140068 0.000163045 0.00351037 -0.000394298 -0.0338846 0.00489938 internal_weight=82.375 80.8669 77.0064 70.2914 11.4016 5.79202 internal_count=1211 1120 1022 891 91 46 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=7 num_cat=0 split_feature=10 10 6 0 6 6 split_gain=0.786211 1.34813 1.25434 1.23519 2.38469 1.89444 threshold=35.000000000000007 30.500000000000004 125.38956572919442 19.409948500000002 84.963522692669201 84.878191631965962 decision_type=10 10 10 10 8 8 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.034390380201803933 -0.075978169795885842 0.053544953869034441 -0.053053926411997798 0.08402169875620033 -0.010759804785954185 0.0070513323425679597 leaf_weight=15.506338552339001 1.3445044782129105 4.6096623614430419 4.5503545994870356 4.8630076311528656 5.8451057039201268 38.217797624645755 leaf_count=427 138 71 82 35 51 407 internal_value=-0.00019776 0.00118672 -0.00231204 0.00127147 0.0322845 -0.00490994 internal_weight=74.9368 73.5923 68.9826 64.4322 10.7081 53.7241 internal_count=1211 1073 1002 920 86 834 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=20 20 5 4 21 19 split_gain=1.05794 0.802475 0.816776 2.04171 1.56481 2.00996 threshold=0.86147496925000011 0.18887784125000004 1.0000000180025095e-35 163.00000000000003 0.19833634335000003 0.86026539140000013 decision_type=10 8 10 10 10 10 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.05466625834983601 -0.086350346576764228 -0.090095817389238331 -0.0033929718955798384 0.086389687906976986 0.021774886795233934 0.044953859918107186 leaf_weight=2.4750103214755654 1.3963793851435173 3.1826501935720506 56.687054452602752 3.7510508447885504 15.269499748945234 1.6857716068625448 leaf_count=27 10 59 1051 18 42 4 internal_value=-3.11764e-05 0.00142015 0.00314293 0.0186522 0.00603489 -0.0433326 internal_weight=84.4474 83.051 80.576 23.889 20.1379 4.86842 internal_count=1211 1201 1174 123 105 63 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=7 num_cat=0 split_feature=19 4 3 6 0 0 split_gain=0.847405 3.43215e-07 1.3931e-07 1.37977e-07 7.6442e-08 7.55581e-08 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 0.0045030000000000009 15.058863500000003 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075097802818586176 -0.075429767474819165 -0.075138336846437864 -0.07527466857117926 -0.075322833595607513 -0.075116459851234246 -0.075201992967070114 leaf_weight=0.48466848768293858 0.045761076733470074 0.38303647546854336 0.031790720066055655 0.063536313304211944 0.77635996366734616 0.36334851512219757 leaf_count=15 22 345 6 29 683 111 internal_value=-0.0412639 -0.0751597 -0.0751521 -0.0751814 -0.0751227 -0.0751693 internal_weight=2.1485 1.66383 1.61807 0.809921 0.808151 0.746385 internal_count=1211 1196 1174 485 689 456 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=7 num_cat=0 split_feature=0 0 4 0 10 0 split_gain=0.653157 1.46866 1.12986 2.54867 1.11706 1.08082 threshold=0.0045030000000000009 0.030394000000000001 149.00000000000003 3.9500000000000005e-05 30.500000000000004 0.035092500000000006 decision_type=8 8 8 10 10 8 left_child=2 4 3 -1 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.08211192779879789 0.082751704984935726 -0.10616854440285571 -0.069464847679818684 -0.075602287419953007 -0.057762638378390713 0.0021421639841831919 leaf_weight=2.1942869983613482 3.6346572716720393 0.93391100876033206 3.3945032949559391 1.9222577810287473 0.67006293777376402 68.353033369407058 leaf_count=61 122 10 29 11 11 967 internal_value=0.00133648 0.00420348 -0.0267537 0.00846585 0.0608796 0.000682256 internal_weight=81.1027 73.5917 7.51105 4.11654 4.30472 69.2869 internal_count=1211 1110 101 72 133 977 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=7 num_cat=0 split_feature=10 10 10 11 11 6 split_gain=0.726517 1.22557 1.17354 0.994704 0.951543 1.46141 threshold=35.000000000000007 30.500000000000004 16.500000000000004 7.5000000000000009 7.5000000000000009 125.44544100960267 decision_type=10 10 10 10 10 10 left_child=1 2 4 -3 5 -1 right_child=-2 3 -4 -5 -6 -7 leaf_value=0.00060132001187815181 -0.07591370369574478 0.083002897899253802 -0.088282218911611074 -0.021140521622379192 0.04836358844585318 -0.066691908315746271 leaf_weight=59.456957604270428 1.2426807789015573 3.1096649914979926 1.5443716449663032 1.3007587483152745 3.8181892875581971 3.4124463880434623 leaf_count=789 138 35 99 36 48 66 internal_value=-9.78971e-05 0.00119907 -0.00210325 0.0522881 -0.000107495 -0.00305124 internal_weight=73.8851 72.6424 68.232 4.41042 66.6876 62.8694 internal_count=1211 1073 1002 71 903 855 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=7 num_cat=0 split_feature=5 4 4 4 4 9 split_gain=0.66831 0.781976 2.1218 1.06051 2.57017 1.89415 threshold=21926.500000000004 24525.000000000004 4433.0000000000009 999.50000000000011 1128.5000000000002 6.3944237114723839 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0019765122370823999 -0.064059450028240858 0.049093089845517156 -0.081697995667046233 0.089716383606907271 -0.0036137438908811432 -0.064348066562925341 leaf_weight=57.446161600295454 1.604697908158413 3.2602182663977137 3.119969820836558 4.4841281741391841 8.6282123024575412 4.6548252399079493 leaf_count=430 71 55 267 22 298 68 internal_value=-0.000150286 0.00110661 -0.000890574 0.00246145 0.0283031 -0.0029949 internal_weight=83.1982 81.5935 78.3333 75.2133 13.1123 62.101 internal_count=1211 1140 1085 818 320 498 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=19 4 10 6 5 7 split_gain=0.768081 3.00419e-07 1.23122e-07 1.04861e-07 1.07982e-07 6.83498e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 124.36303587798403 4630.5000000000009 74.14298080054165 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.075088384150038545 -0.075411872885275344 -0.075132893635347558 -0.075073211632926198 -0.07533956425622941 -0.075164798678155467 -0.075176511834290777 leaf_weight=0.43753140792250633 0.042403150815516377 0.82442920218454641 0.22184095744160015 0.069268253864720575 0.33228381277876906 0.040882328117731959 leaf_count=15 22 726 268 23 128 29 internal_value=-0.041759 -0.0751494 -0.0751419 -0.075154 -0.0751932 -0.075279 internal_weight=1.96864 1.53111 1.4887 1.26686 0.442434 0.110151 internal_count=1211 1196 1174 906 180 52 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=7 num_cat=0 split_feature=16 15 3 5 4 4 split_gain=0.648934 1.60735 0.938676 1.48575 1.36115 3.07097 threshold=2.0000000000000004 4.5000000000000009 15.500000000000002 41149.000000000007 6248.5000000000009 2363.0000000000005 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.0011051500497222693 0.068673110036992446 -0.06499156140673977 0.072030935309827723 -0.030042638477679785 -0.047154064322040341 0.10102078633621257 leaf_weight=59.505480661522597 1.4010198204778124 3.6282413406297556 4.4506734837777904 2.0982878850772977 5.6856352533213785 3.0977267497219136 leaf_count=609 91 98 87 44 153 129 internal_value=0.00121485 1.03802e-05 0.00316177 0.0393266 -0.00030647 0.00394824 internal_weight=79.8671 78.466 74.8378 6.54896 68.2888 62.6032 internal_count=1211 1120 1022 131 891 738 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 20 split_gain=0.707371 2.90916 2.25129 1.24454 1.51713 1.21854 threshold=0.76768386320000015 0.60557055170000018 0.49277379045000008 0.43081104100000006 0.62272809245000016 0.44432163585000006 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.061584482010108646 -0.034750576397409097 0.064749988029812924 -0.10635859634886591 0.073407975967509906 0.079825824248890467 -0.0018262563767662159 leaf_weight=4.1634209984913468 5.4513799771666518 6.7938025295734397 2.0853729620575896 2.1861006096005431 1.8967558592557905 50.206333902257029 leaf_count=31 16 15 9 6 5 1129 internal_value=-0.000103619 0.0027015 -0.00426182 -0.000619381 -0.00349554 0.0011462 internal_weight=72.7832 67.3318 60.538 58.4526 56.2665 52.1031 internal_count=1211 1195 1180 1171 1165 1134 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=7 num_cat=0 split_feature=3 4 21 8 0 3 split_gain=0.659664 2.76614 1.0427 1.11784 4.12188 2.43749 threshold=1.0000000180025095e-35 163.00000000000003 0.88726092775000021 4.4962153679600307 0.27220900000000009 1.5000000000000002 decision_type=8 10 10 8 10 10 left_child=1 -1 3 4 5 -2 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.080245460031364055 -0.0031668479587878859 0.084955895233816942 -0.091963149623316864 0.0069508913254406309 -0.07377691101843141 0.11559439743633466 leaf_weight=1.4440383464097966 11.429470207542183 3.3999043628573418 1.2765575014054764 53.772805700020399 8.6175509337335807 2.036065410822629 leaf_count=51 137 18 10 895 89 11 internal_value=-8.87676e-05 0.0357074 -0.00233678 -0.000828479 -0.0197714 0.0147905 internal_weight=81.9764 4.84394 77.1324 75.8559 22.0831 13.4655 internal_count=1211 69 1142 1132 237 148 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.716425 2.44198e-07 9.54079e-08 5.06081e-08 7.63431e-08 3.54184e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 7.3352983901173188 22.500000000000004 456.00000000000006 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075083658559006616 -0.075382888773309259 -0.075151756920924878 -0.075067442983350829 -0.075277953722235433 -0.075152381563843074 -0.075110210232210969 leaf_weight=0.40988083370029926 0.039467304246499801 0.36601378719205935 0.20369404005759872 0.058844319544732682 0.27317828219383955 0.46698608768929262 leaf_count=15 22 281 268 18 102 505 internal_value=-0.0412704 -0.0751377 -0.0751306 -0.0751416 -0.0751746 -0.0751285 internal_weight=1.81806 1.40818 1.36872 1.16502 0.332023 0.833 internal_count=1211 1196 1174 906 120 786 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=7 num_cat=0 split_feature=0 4 6 0 4 9 split_gain=0.874739 0.659294 0.664971 0.689241 1.86739 2.86375 threshold=47.407128000000007 72367.500000000015 128.71147821476768 4.9672220000000005 467.50000000000006 6.0889409008588418 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0079146094915385993 -0.07885801296240677 0.077561973393735842 0.069701052315430487 -0.016464318207954198 0.090956229537295236 0.0067706821873864736 leaf_weight=36.009265976492316 1.3404037207365025 1.1564104221761216 1.4026908874511708 18.626891808118671 5.5884200148284462 14.590306081809102 leaf_count=321 18 16 13 266 132 445 internal_value=0.00123447 0.00262197 0.00148494 0.00020597 0.00573234 0.0300855 internal_weight=78.7144 77.374 76.2176 74.8149 56.188 20.1787 internal_count=1211 1193 1177 1164 898 577 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 20 split_gain=0.758101 1.587 2.27939 2.49885 1.13137 1.64541 threshold=0.79454162265000006 0.76768386320000015 0.60557055170000018 0.47672111840000003 0.43081104100000006 0.54665185890000012 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.00047711824716033355 0.035658598684287036 -0.063542147170103799 0.05794987559876711 -0.11372297295916743 0.10432863729798723 -0.10987966048671011 leaf_weight=51.516742830164731 5.4676699489355078 4.0747574716806403 6.2904107496142379 2.0566198527812949 0.99322134256362815 1.4124238044023503 leaf_count=1151 16 12 14 10 2 6 internal_value=-0.000131741 -0.00308136 0.000875049 -0.0055385 -0.0014123 -0.00339654 internal_weight=71.8118 66.3442 62.2694 55.979 53.9224 52.9292 internal_count=1211 1195 1183 1169 1159 1157 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=7 num_cat=0 split_feature=20 20 0 3 3 0 split_gain=0.993279 0.685213 0.718693 2.84817 2.98624 2.63782 threshold=0.86147496925000011 0.18887784125000004 0.15951900000000005 2.5000000000000004 1.5000000000000002 0.19793400000000003 decision_type=10 8 8 8 8 8 left_child=1 -1 3 4 -3 -4 right_child=-2 2 5 -5 -6 -7 leaf_value=-0.051819907195084537 -0.085793906989684629 -0.013376542456079832 0.1419053264729169 -0.068042779086417121 0.080127064974077358 0.0058101120422268046 leaf_weight=2.3582338897977024 1.3320797495543946 14.441360771656042 1.4656956639373664 6.4884430439560665 4.4737067669630042 50.261044430197217 leaf_count=27 10 200 78 231 19 646 internal_value=-0.000156862 0.00127826 0.00290172 -0.0108726 0.00873851 0.00966642 internal_weight=80.8206 79.4885 77.1303 25.4035 18.9151 51.7267 internal_count=1211 1201 1174 450 219 724 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=7 num_cat=0 split_feature=20 4 10 6 5 5 split_gain=0.661994 2.04054e-07 7.62396e-08 5.84047e-08 5.91781e-08 2.55447e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 124.36303587798403 4630.5000000000009 11540.500000000002 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075077479857984727 -0.07535925276821849 -0.07511428163851934 -0.075062348815640056 -0.075232607091073433 -0.075152731227480937 -0.075066769524985005 leaf_weight=0.37890101410448551 0.037012390675954188 0.70071708446630476 0.18834695392433798 0.092503398482222221 0.2416012401226908 0.040341521787922829 leaf_count=15 22 726 268 52 95 33 internal_value=-0.0412394 -0.0751278 -0.075121 -0.0751313 -0.0751632 -0.0751404 internal_weight=1.67942 1.30052 1.26351 1.07516 0.374446 0.281943 internal_count=1211 1196 1174 906 180 128 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=7 num_cat=0 split_feature=21 19 0 0 0 4 split_gain=0.664444 0.695572 0.627811 1.27066 1.01163 1.03921 threshold=0.14357116100000003 0.60557055170000018 0.0045030000000000009 0.030394000000000001 0.048128000000000004 327.00000000000006 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=0.067466543301723067 -0.026360587502099232 -0.036128099833307413 0.061724128627962518 -0.039223959137529602 0.030459244437915117 -0.0015922921546069121 leaf_weight=1.4900241959840057 6.7909553535282603 4.9708913452923289 3.7971916249953201 5.3985648807138196 13.325398810207842 42.000726972706616 leaf_count=24 90 26 131 56 141 743 internal_value=0.00133147 3.96805e-05 0.00256077 0.00560476 0.00209554 0.00612738 internal_weight=77.7738 76.2837 71.3128 64.5219 60.7247 55.3261 internal_count=1211 1187 1161 1071 940 884 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=7 num_cat=0 split_feature=7 7 9 14 4 4 split_gain=0.690404 1.43055 1.15289 1.65911 0.904776 2.98242 threshold=78.999015316736262 82.887291079911066 6.0199129280458035 2.5000000000000004 5882.0000000000009 7256.5000000000009 decision_type=10 10 10 10 8 8 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.017101365242860659 0.11299392218616384 -0.062828938866750533 -0.079165478026920783 0.074597586967559998 0.10424099291440803 -0.0013672965390268399 leaf_weight=27.342928968602791 2.0565016865730277 1.2838483341038225 1.1389943254180253 1.8278897792333737 2.8997119218111029 34.363819908816367 leaf_count=671 4 16 66 64 48 342 internal_value=-0.000203368 0.0313761 0.0554525 0.0155676 -0.00328633 0.00685075 internal_weight=70.9137 6.30723 5.02339 2.96688 64.6065 37.2635 internal_count=1211 150 134 130 1061 390 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=7 num_cat=0 split_feature=5 4 4 4 4 9 split_gain=0.611985 0.706595 1.85607 0.912871 2.22381 1.75053 threshold=20561.500000000004 24525.000000000004 4433.0000000000009 999.50000000000011 1128.5000000000002 6.3944237114723839 decision_type=10 10 10 10 8 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.0019727135035758534 -0.060774153192857221 0.048476909691116052 -0.081211390025096225 0.087596663810675698 -0.0029206092662700483 -0.062912089113705758 leaf_weight=55.516734336968511 1.6363025739556167 3.0161100008990607 2.7705832476494825 4.0587969558546293 8.1927140509942546 4.4946131602628148 leaf_count=430 75 51 267 22 298 68 internal_value=-0.0002494 0.0010195 -0.000888143 0.00219148 0.0270668 -0.0028869 internal_weight=79.6859 78.0496 75.0334 72.2629 12.2515 60.0113 internal_count=1211 1136 1085 818 320 498 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=19 4 0 5 10 6 split_gain=0.625741 1.66851e-07 6.23393e-08 4.88916e-08 3.21673e-08 3.27898e-08 threshold=1.0000000180025095e-35 109.00000000000001 18.636041000000002 133.50000000000003 25.000000000000004 84.811713194020484 decision_type=8 8 8 8 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075074520354134866 -0.075334673432576216 -0.075083665539316918 -0.075229108055144767 -0.075129727002725896 -0.075056226515193142 -0.075130603392411899 leaf_weight=0.36083454266190529 0.034710277337580586 0.31081148895464128 0.05777019652305182 0.34589544610935263 0.16477986542304279 0.28557866074697813 leaf_count=15 22 398 24 183 264 305 internal_value=-0.0403868 -0.0751186 -0.0751122 -0.0751439 -0.0750953 -0.0751061 internal_weight=1.56038 1.19955 1.16484 0.403666 0.76117 0.59639 internal_count=1211 1196 1174 207 967 703 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=16 10 2 7 0 0 split_gain=0.606642 1.49628 0.916301 1.56047 1.75589 1.32822 threshold=2.0000000000000004 30.500000000000004 9.5000000000000018 74.615070000985625 2.7156310000000006 47.407128000000007 decision_type=10 10 10 10 10 10 left_child=1 2 -1 4 -4 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=-0.0023296491377735799 0.068223447002781268 -0.067568441797506804 0.080190532128715575 0.076581419166492831 -0.035602207956425734 -0.078362203023684573 leaf_weight=59.070980714866892 1.3302650926634658 3.1321427491493514 1.7526403944939355 5.8593934199307114 5.1804944677278399 0.61093561258167017 leaf_count=597 91 118 93 230 73 9 internal_value=0.00127977 0.000101921 0.00302644 0.0266315 -0.00633074 0.0619515 internal_weight=76.9369 75.6066 72.4744 13.4035 6.93313 6.47033 internal_count=1211 1120 1002 405 166 239 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 0 split_gain=0.673705 1.13221 1.51973 2.71387 2.46663 1.21517 threshold=59.000000000000007 0.0011130000000000003 108.50000000000001 126.00000000000001 3.5000000000000004 0.084130500000000011 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076733128191791136 0.052493416450447597 -0.060454137765202857 0.10871508090343868 -0.084734185757433217 0.041075355961031235 -0.0029255610912527329 leaf_weight=1.1300077298656095 4.0370749081484965 4.173960384912788 2.2900116350501767 3.4143399810418478 7.2272896189242593 47.705897809122689 leaf_count=123 17 98 13 106 173 681 internal_value=-0.000145443 0.00111159 -0.00208896 0.00192858 -0.00226255 0.00286342 internal_weight=69.9786 68.8486 64.8115 60.6375 58.3475 54.9332 internal_count=1211 1088 1071 973 960 854 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=7 num_cat=0 split_feature=20 7 0 0 7 6 split_gain=0.577443 0.622996 2.12289 1.56506 1.48635 2.15001 threshold=0.18887784125000004 76.306935986487204 31.825229500000003 25.140853500000002 72.192781170150241 85.861586640203953 decision_type=8 10 10 10 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.050000416403444915 0.0069159599097686807 -0.046005783774220564 0.063700898430719341 -0.054118072076234848 0.046843082872398675 -0.087834627320731246 leaf_weight=2.2721208806615323 50.627299977932125 7.9882058665389177 2.2636829055845737 4.2328584869392207 8.7820850086864066 2.5137541354633859 leaf_count=27 504 311 10 101 207 51 internal_value=-0.000321105 0.0011562 -0.0217818 0.0047108 0.00873214 0.00243393 internal_weight=78.68 76.4079 10.2519 66.156 61.9231 53.1411 internal_count=1211 1184 321 863 762 555 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=7 num_cat=0 split_feature=19 3 6 0 0 5 split_gain=0.59654 8.32513e-08 5.32339e-08 3.94814e-08 1.15042e-07 2.55228e-08 threshold=1.0000000180025095e-35 4.5000000000000009 125.38956572919442 0.00016650000000000001 3.9500000000000005e-05 108.50000000000001 decision_type=8 10 10 8 10 8 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.075072190057705018 -0.075084713237024023 -0.075081465340014197 -0.075240243247936267 -0.075079266083324908 -0.075337307076859178 -0.07513149554280546 leaf_weight=0.34755469020456076 0.041007709049153851 0.52681993391161086 0.045481049688532948 0.13049149975995533 0.032179869362153113 0.33059650734503521 leaf_count=15 66 689 29 161 5 246 internal_value=-0.0392148 -0.0751102 -0.0751364 -0.0751275 -0.0751958 -0.0751167 internal_weight=1.45413 1.10658 0.579757 0.534276 0.0731876 0.461088 internal_count=1211 1196 507 478 71 407 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=7 num_cat=0 split_feature=21 21 20 21 9 6 split_gain=0.565695 0.605859 0.604812 0.638719 0.579346 1.88183 threshold=0.14357116100000003 0.31759829255000005 0.81809574395000006 0.5633073943500001 6.0917474004837473 83.534692932856203 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=0.061367290618753893 -0.039636234821847721 -0.04651197491221478 0.069141993900020696 0.0070202324575037575 0.013506640612433618 -0.045438881949281536 leaf_weight=1.5332195060327647 3.6656953282654285 2.7423075512051582 1.3189526647329319 28.971876374445856 28.505797141464427 8.9507713224738819 leaf_count=24 18 14 9 409 667 70 internal_value=0.0012437 5.9792e-07 0.00206184 0.000782754 0.00273518 -0.00536154 internal_weight=75.6886 74.1554 70.4897 69.1708 66.4284 37.9226 internal_count=1211 1187 1169 1160 1146 479 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=10 15 10 7 2 0 split_gain=0.640411 1.08776 0.780776 0.967258 2.47752 2.04839 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 73.889430507262418 6.5000000000000009 19.409948500000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.0044122159867437576 -0.075855965368625725 0.080369850824139111 0.047017387017117156 0.027675564224679833 -0.062137330467525391 0.058979720711802533 leaf_weight=44.018258479889482 1.099504547426476 1.6870811544358719 3.2279021325521162 4.9806136991828671 8.0126446544891206 5.764937348663806 leaf_count=588 138 30 54 52 309 40 internal_value=-0.000149623 0.00108007 -0.000946592 -0.00341285 -0.02771 0.00292863 internal_weight=68.7909 67.6914 66.0044 62.7765 12.9933 49.7832 internal_count=1211 1073 1043 989 361 628 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=7 num_cat=0 split_feature=10 5 3 4 8 0 split_gain=0.587782 1.11196 0.816454 1.60547 1.69424 1.83894 threshold=41.000000000000007 4795.5000000000009 12.500000000000002 2363.0000000000005 5.2927476730057128 0.10875250000000002 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0061865671141172699 0.051822732837513069 -0.049272765989630672 0.054218531596590153 -0.083696601122824232 -0.028287510816541725 0.055403673371217571 leaf_weight=52.389174622949213 2.1014317420776925 4.6308299517841069 2.8007341293850905 2.2626639492227687 3.5585716128116465 10.012912278994916 leaf_count=415 117 220 45 232 71 111 internal_value=-0.000344893 -0.00179393 0.00130173 -0.000870632 0.00197057 0.0334591 internal_weight=77.7563 75.6549 71.0241 68.2233 65.9607 13.5715 internal_count=1211 1094 874 829 597 182 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=7 num_cat=0 split_feature=19 4 3 6 5 10 split_gain=0.567779 1.07934e-07 4.17027e-08 4.47398e-08 1.88033e-08 1.54208e-08 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075069975535835692 -0.075288949948735862 -0.075079438917866531 -0.075086709642875407 -0.075215953762187621 -0.075121803013598165 -0.075047444247435868 leaf_weight=0.33481705188751221 0.029932924779131675 0.15913728921441372 0.33550863005802967 0.041278034041170031 0.30667432134214323 0.14250232728227274 leaf_count=15 22 210 421 29 246 268 internal_value=-0.0378532 -0.0751019 -0.0750962 -0.0751162 -0.0751073 -0.075075 internal_weight=1.34985 1.01503 0.985101 0.50709 0.465812 0.478011 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=7 7 7 9 10 4 split_gain=0.63527 1.18528 1.69843 1.0078 0.976892 0.968091 threshold=83.814145346247159 79.482860341514581 76.620775124742622 6.0503829548602548 30.500000000000004 1128.5000000000002 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -3 right_child=-2 5 3 -5 -6 -7 leaf_value=0.001122879892305699 0.062101514104480449 -0.092503978622751296 -0.080895609104270752 0.080441614503209732 -0.063153139952020446 0.017217120105427818 leaf_weight=62.877333100652322 1.6730959713459004 2.4165454152971502 0.43100621551275153 3.8069005524739623 2.4569469913840285 1.2051991592161355 leaf_count=823 12 11 3 157 98 107 internal_value=0.00117433 -0.000218372 0.00268507 0.0640332 -0.00129427 -0.0559924 internal_weight=74.867 73.1939 69.5722 4.23791 65.3343 3.62174 internal_count=1211 1199 1081 160 921 118 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=7 num_cat=0 split_feature=20 21 19 19 19 7 split_gain=0.642071 1.37565 1.13559 1.87419 2.21139 1.144 threshold=0.79454162265000006 0.33091260600000005 0.60557055170000018 0.26668451185000003 0.056355504000000008 83.445348893383226 decision_type=10 8 10 10 10 8 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.048490162678793247 0.032938419223297356 0.0010100308467197794 0.041317016002601591 -0.067256088403339173 0.11191785637382089 -0.092651548022250674 leaf_weight=6.0194380097091198 5.3865716457366934 42.815497787261847 6.4420130029320708 4.1963988766074172 1.7775433436036099 1.3450476266443718 leaf_count=37 16 1106 14 18 4 16 internal_value=-0.000190695 -0.00304156 0.00179393 -0.00328457 0.00255916 -0.00184273 internal_weight=67.9825 62.5959 56.5765 50.1345 45.9381 44.1605 internal_count=1211 1195 1158 1144 1126 1122 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=7 num_cat=0 split_feature=20 9 9 7 8 8 split_gain=0.892851 0.608991 0.824876 0.993037 0.93919 0.858075 threshold=0.86147496925000011 7.8464943593056891 7.5630913137471625 76.306935986487204 6.1516991880802205 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.0031935683040767663 -0.084782066247607812 -0.034965596547706576 0.074756012455252124 -0.02956310342067103 -0.069555773214734481 0.025699919941884437 leaf_weight=51.895216489210725 1.2312177568674076 4.4159414303139775 3.1889227256178847 1.2782933787675572 1.859379717032424 12.816915232921017 leaf_count=439 10 343 27 124 34 234 internal_value=-0.000311116 0.00106722 0.00330711 0.0449051 0.000515719 0.00252909 internal_weight=76.6859 75.4547 71.0387 4.46722 66.5715 64.7121 internal_count=1211 1201 858 151 707 673 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=7 num_cat=0 split_feature=19 4 3 6 5 10 split_gain=0.51615 8.68639e-08 3.36412e-08 3.40692e-08 1.52966e-08 1.20259e-08 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075064281474851224 -0.075268604190972782 -0.075073753644847099 -0.075080192118548481 -0.075198848548342134 -0.075113437527244656 -0.075044182103022813 leaf_weight=0.30275475047528744 0.027811819221824408 0.1476470603083726 0.30887109377363231 0.037816195836057886 0.28391091515368316 0.13253506015826133 leaf_count=15 22 210 421 29 246 268 internal_value=-0.038472 -0.0750945 -0.0750892 -0.0751078 -0.0750999 -0.0750694 internal_weight=1.24135 0.938592 0.91078 0.469374 0.431558 0.441406 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=7 num_cat=0 split_feature=0 6 4 3 2 4 split_gain=0.779174 0.620885 0.535864 0.742292 0.639413 1.31285 threshold=47.407128000000007 128.71147821476768 57921.000000000007 39.000000000000007 12.500000000000002 40301.000000000007 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0019233241967820233 -0.078450109139724181 0.071780101313434153 0.061367006448566491 -0.077785944240463048 0.044591708359381504 -0.086919176833636425 leaf_weight=61.751724156783894 1.2083638012409199 1.271502062678336 1.4543612864799786 1.2044756752438832 6.5061829839833072 0.85934552317485202 leaf_count=834 18 13 29 42 265 10 internal_value=0.00119439 0.00251188 0.0012848 4.22109e-05 0.00139849 0.0292482 internal_weight=74.256 73.0476 71.7761 70.3217 69.1173 7.36553 internal_count=1211 1193 1180 1151 1109 275 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 8 split_gain=0.61786 0.979457 1.33298 2.09533 2.34853 1.17643 threshold=59.000000000000007 0.0011130000000000003 108.50000000000001 126.00000000000001 3.5000000000000004 4.4308176195396909 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076607207125969939 0.049561263380881154 -0.058001228040417054 0.094142881399529699 -0.084758107311988712 0.061765995034106992 -0.00093421533721047164 leaf_weight=1.0458680065348733 3.8869850840419522 4.0028913812711826 2.3506862036883822 3.2482394059188655 3.1847244668751946 49.570122546458151 leaf_count=123 17 98 13 106 21 833 internal_value=-0.000345752 0.000858279 -0.00217761 0.00165172 -0.00223052 0.00285089 internal_weight=67.2895 66.2436 62.3567 58.3538 56.0031 52.7548 internal_count=1211 1088 1071 973 960 854 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=7 num_cat=0 split_feature=21 9 9 7 9 6 split_gain=1.00189 0.539933 0.739832 0.856021 0.824746 1.98314 threshold=0.88726092775000021 7.8464943593056891 7.5630913137471625 76.306935986487204 6.3944237114723839 126.01722756410258 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=0.0045672928749706928 -0.092019281729281976 -0.033085781296524598 0.071716005399603919 -0.026399951386783072 -0.067659665770286398 0.045459952077439171 leaf_weight=59.022730943281204 1.1708858832716931 4.3264202841091892 3.0773534486070266 1.2505679285386575 4.8426125035621217 2.2792396694421768 leaf_count=573 10 343 27 124 125 9 internal_value=-0.000232564 0.00120425 0.00330937 0.0433651 0.000688472 -0.0314575 internal_weight=75.9698 74.7989 70.4725 4.32792 66.1446 7.12185 internal_count=1211 1201 858 151 707 134 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=7 num_cat=0 split_feature=19 4 3 6 5 10 split_gain=0.478898 6.99736e-08 2.6556e-08 2.54687e-08 1.1918e-08 8.7892e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075059327039881205 -0.075249457992391494 -0.075068599598285643 -0.075073821560448978 -0.07518245369447954 -0.075105004614173201 -0.075041944827806406 leaf_weight=0.28127957321703434 0.025846255128271878 0.13668084147502668 0.28379693141323514 0.034208881988888606 0.26287663039693143 0.12441786815179512 leaf_count=15 22 210 421 29 246 268 internal_value=-0.0383343 -0.0750874 -0.0750824 -0.0750996 -0.0750926 -0.0750641 internal_weight=1.14911 0.867827 0.841981 0.433766 0.399557 0.408215 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=7 num_cat=0 split_feature=13 9 6 6 8 3 split_gain=0.518674 0.582163 1.59431 1.39585 1.38404 1.17089 threshold=49199.500000000007 6.0917474004837473 83.534692932856203 115.14406506322102 5.0718539697908787 2.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 5 -3 -4 -1 right_child=-2 3 4 -5 -6 -7 leaf_value=-0.0026159557223543093 -0.048614193714738546 0.056031619069089073 0.002237263104597171 -0.00047989805284373154 -0.07866190231206989 0.042837084315121052 leaf_weight=35.275039445608854 2.0454045673832288 6.2584480622317669 3.8108513280749303 14.491849625948815 4.7515207584947348 6.7523300526663652 leaf_count=330 81 263 30 308 40 159 internal_value=0.00103583 0.00245936 -0.00332608 0.0165644 -0.0426561 0.00468676 internal_weight=73.3854 71.34 50.5897 20.7503 8.56237 42.0274 internal_count=1211 1130 559 571 70 489 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=19 20 19 19 19 19 split_gain=0.604471 2.06263 1.39049 1.82979 2.21428 1.08644 threshold=0.21802427155000004 0.79454162265000006 0.76768386320000015 0.60557055170000018 0.47672111840000003 0.43081104100000006 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.039438316914881644 -0.0030736444253091962 0.072350258875235093 -0.060047803377592017 0.052480692924244676 -0.1106368428757824 0.10334753216848508 leaf_weight=3.7441890300251544 45.592001220793463 3.8996584042906752 3.950885295867919 6.2119922265410414 1.9119770154356945 0.97990518808364768 leaf_count=30 1132 11 12 14 10 2 internal_value=-0.000409613 0.00192675 -0.002756 0.0013824 -0.00516456 -0.000834469 internal_weight=66.2906 62.5464 58.6468 54.6959 48.4839 46.5719 internal_count=1211 1181 1170 1158 1144 1134 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=10 9 9 8 9 8 split_gain=0.578612 0.753609 0.809444 0.800722 0.967434 2.40672 threshold=41.000000000000007 7.8464943593056891 7.9966239479282715 6.7585825373291648 6.3944237114723839 5.0718539697908787 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0025803206726600788 0.052912292524300103 -0.068582969157994333 0.051443564157803781 0.05172803053037444 0.063183989778547583 -0.07308172171701742 leaf_weight=59.95082987123169 2.0067425365559748 2.9589364904677491 0.69356491102371354 2.9570384062826625 1.7550140600651492 4.9572241021087393 leaf_count=583 117 290 30 20 9 162 internal_value=-6.39139e-05 -0.00151479 -0.0457914 0.000808106 -0.0014506 -0.037453 internal_weight=75.2794 73.2726 3.6525 69.6201 66.6631 6.71224 internal_count=1211 1094 320 774 754 171 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=7 num_cat=0 split_feature=19 4 3 6 5 0 split_gain=0.439836 5.52846e-08 2.21838e-08 2.4959e-08 9.48992e-09 6.99139e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 108.50000000000001 0.0045030000000000009 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075054568865200635 -0.075231084465927939 -0.075063677258766115 -0.07512693200629432 -0.075176989915691508 -0.075097435906877008 -0.075056684702601406 leaf_weight=0.25793922133743763 0.02397883590310812 0.12688205800077412 0.014747037552297115 0.032696456473786384 0.24226622839341871 0.36074242070753826 leaf_count=15 22 210 6 29 246 683 internal_value=-0.0385218 -0.0750815 -0.0750769 -0.0750932 -0.0750858 -0.0750594 internal_weight=1.05925 0.801313 0.777334 0.401845 0.369148 0.375489 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=7 num_cat=0 split_feature=21 7 7 7 10 4 split_gain=0.531133 0.53075 0.994152 1.4283 0.845533 0.783908 threshold=0.14357116100000003 83.814145346247159 79.482860341514581 76.620775124742622 30.500000000000004 1128.5000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.059402309035492221 -0.00021715036212077514 0.055705407381997335 -0.08929922655382494 0.060442474936881145 -0.062381828327769187 0.013727946737811154 leaf_weight=1.5280006674583999 60.031285065924749 1.6594154685735691 2.2125020064413543 3.828880430199205 2.27074289927259 1.108544318936765 leaf_count=24 810 12 11 158 89 107 internal_value=0.00106811 -0.000185345 -0.00152074 0.0011604 -0.00248289 -0.0549094 internal_weight=72.6394 71.1114 69.452 66.1309 62.302 3.32105 internal_count=1211 1187 1175 1057 899 118 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=7 num_cat=0 split_feature=5 5 0 5 5 3 split_gain=0.567231 0.977278 0.710273 2.2656 1.81221 2.13314 threshold=59.000000000000007 63.000000000000007 0.0011130000000000003 108.50000000000001 126.00000000000001 3.5000000000000004 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076483196450544605 0.10438923433050994 0.043253819348705161 -0.083792406209492853 0.08682564685581895 -0.084056905892256839 0.0024171884160764808 leaf_weight=0.9671594356186678 0.89585995674133201 3.4626945219933978 3.3065132871270171 2.3770680129528037 3.0198430928867301 51.522811995877419 leaf_count=123 2 16 97 13 106 854 internal_value=-0.000467524 0.000670813 -0.000788109 -0.00332029 0.0013544 -0.00237059 internal_weight=65.552 64.5848 63.6889 60.2262 56.9197 54.5427 internal_count=1211 1088 1086 1070 973 960 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=7 num_cat=0 split_feature=20 5 4 4 4 4 split_gain=0.566892 0.530509 0.589403 1.54893 0.690845 1.62787 threshold=0.18887784125000004 20561.500000000004 24525.000000000004 4433.0000000000009 999.50000000000011 1128.5000000000002 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.050232831694677293 -0.00077539869064236107 -0.059073110475709539 0.048694492848047943 -0.081196835346252119 0.084475465638205405 -0.00044289044068881398 leaf_weight=2.1876526371925138 55.589133455883712 1.4203012739890244 2.6753354584798208 2.2260270294209468 3.3651396036148045 6.8579745675087915 leaf_count=27 478 74 50 267 21 294 internal_value=-8.25492e-05 0.00143839 0.00265378 0.000843412 0.00361833 0.0275097 internal_weight=74.3216 72.1339 70.7136 68.0383 65.8122 10.2231 internal_count=1211 1184 1110 1060 793 315 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=19 3 6 0 0 5 split_gain=0.417428 2.75108e-08 1.72414e-08 1.36957e-08 3.86241e-08 8.12828e-09 threshold=1.0000000180025095e-35 4.5000000000000009 125.38956572919442 0.00016650000000000001 3.9500000000000005e-05 108.50000000000001 decision_type=8 10 10 8 10 8 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.075052626014731061 -0.075058379112591764 -0.075054997007382981 -0.07516620314699618 -0.075054304201655264 -0.07523471183337288 -0.075090003955556192 leaf_weight=0.24711913615465164 0.028217073617270216 0.34532273202421493 0.030249317322159186 0.089146971629816107 0.022191388881765306 0.22411172517604427 leaf_count=15 66 689 29 161 5 246 internal_value=-0.0374629 -0.0750756 -0.0750937 -0.0750876 -0.075136 -0.0750798 internal_weight=0.986358 0.739239 0.393916 0.363667 0.0504085 0.313259 internal_count=1211 1196 507 478 71 407 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 0 split_gain=0.498409 1.18102 0.981517 0.950446 1.66169 1.04619 threshold=0.0045030000000000009 0.030394000000000001 0.035092500000000006 0.037647000000000007 0.048128000000000004 0.056506000000000008 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.025349051112322069 0.061560286675190895 -0.10090146431287098 0.088476261821396812 -0.070255333602053466 0.0666641165892536 0.001184372370936959 leaf_weight=6.568086134735494 3.3305243924260131 0.94132803753018279 1.244907660409807 3.1704820855520657 2.555374175310134 54.060647374950349 leaf_count=101 133 10 19 27 29 892 internal_value=0.000909029 0.00355002 0.000432445 0.00199539 0.000194633 0.00413981 internal_weight=71.8713 65.3033 61.9727 61.0314 59.7865 56.616 internal_count=1211 1110 977 967 948 921 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=7 num_cat=0 split_feature=5 5 4 4 4 3 split_gain=0.524567 0.885833 0.668834 1.71747 1.80775 1.87058 threshold=59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 192.00000000000003 2.5000000000000004 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076378712364679816 0.10164314597467926 0.034755386449511823 -0.083129778870134827 0.15605888980355637 -0.089509400281145762 0.0017420488970387054 leaf_weight=0.89903035270981391 0.85504934191703696 4.8721736557781687 2.6077163387089959 0.73165325075387855 2.3472447863314292 52.311291166057345 leaf_count=123 2 30 82 16 43 915 internal_value=-0.000525997 0.000544128 -0.000830844 -0.0038203 -8.64892e-05 -0.00217663 internal_weight=64.6242 63.7251 62.8701 57.9979 55.3902 54.6585 internal_count=1211 1088 1086 1056 974 958 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=7 num_cat=0 split_feature=10 5 4 3 4 8 split_gain=0.524307 0.861738 0.837308 0.657802 1.10018 1.39132 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 12.500000000000002 2133.0000000000005 5.2927476730057128 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0050912101928913675 0.052010000333735075 -0.081373311457101832 0.01168765337268496 0.051600696504414095 -0.065656789274214658 0.033173620976338712 leaf_weight=50.826310756849125 1.8938785733189423 2.5317177605757015 1.5641650725156067 2.5135104096843852 2.4947764259704845 11.687318448210133 leaf_count=411 117 174 46 45 253 165 internal_value=7.63267e-05 -0.00129702 -0.0458345 0.00140463 -0.000536173 0.00206264 internal_weight=73.5117 71.6178 4.09588 67.5219 65.0084 62.5136 internal_count=1211 1094 220 874 829 576 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=19 4 3 6 5 10 split_gain=0.386819 3.78063e-08 1.39144e-08 1.5814e-08 6.01273e-09 4.72415e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075049737088980661 -0.07520221506526456 -0.07505455920600361 -0.07505893489651054 -0.07515235670541888 -0.075083601713235679 -0.075032260754936159 leaf_weight=0.22940871771425009 0.021049813716672361 0.10846663638949394 0.22164838848402724 0.027765546721639112 0.20796117529971525 0.094791361228999449 leaf_count=15 22 210 421 29 246 268 internal_value=-0.0372707 -0.0750703 -0.0750661 -0.07508 -0.0750736 -0.0750509 internal_weight=0.911092 0.681683 0.660633 0.344193 0.316428 0.31644 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=7 num_cat=0 split_feature=0 6 0 0 4 9 split_gain=0.474816 0.616216 0.512609 1.36151 1.38447 2.3412 threshold=41.369700000000009 128.71147821476768 23.872839500000005 4.9672220000000005 467.50000000000006 6.0889409008588418 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0066302621856912025 -0.039180944856894516 0.073471624527755575 0.027683050666524569 -0.036304022166796013 0.088318149792062262 0.0052757369009599694 leaf_weight=34.281752413604409 2.827140304259955 1.2065113186836232 6.6699305810034266 9.494420675095169 4.6988508594222393 12.234903307165949 leaf_count=321 33 13 89 178 132 445 internal_value=0.000981294 0.00263679 0.00136841 -0.00152266 0.00492517 0.0283187 internal_weight=71.4135 68.5864 67.3799 60.7099 51.2155 16.9338 internal_count=1211 1178 1165 1076 898 577 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 19 split_gain=1.04147 0.86791 1.67184 0.916652 1.38256 1.04574 threshold=0.9405798606500001 0.60557055170000018 0.49277379045000008 0.43081104100000006 0.62272809245000016 0.26668451185000003 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.061117579966380557 -0.099800615532164502 0.027119436655712162 -0.10095267253820182 0.065585922288686913 0.061489346093430985 -0.002571905219838562 leaf_weight=3.8525357507169247 1.0402403697371472 10.637259520590304 1.7275295108556736 1.9913643598556507 2.7128890007734299 41.976240226475056 leaf_count=31 4 27 9 6 7 1127 internal_value=-0.000558919 0.0010824 -0.00421725 -0.000910243 -0.00363817 0.00131698 internal_weight=63.9381 62.8978 52.2606 50.533 48.5417 44.6891 internal_count=1211 1207 1180 1171 1165 1134 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 20 split_gain=0.48038 0.517591 2.07466 1.14689 2.51705 0.868112 threshold=0.18887784125000004 0.68175770400000013 0.60557055170000018 0.19833634335000003 0.62272809245000016 0.44432163585000006 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.046653013371501177 -0.097636057159679795 0.026076742491602724 -0.10130843048253846 0.078971268674876791 -0.094671512609417169 -0.00027097342646567282 leaf_weight=2.1425276552909054 1.1395758129656313 7.5921218283474436 2.0184128619730464 4.1286811977624893 0.99183066934347153 54.654619195513078 leaf_count=27 7 21 6 14 5 1131 internal_value=-5.28929e-06 0.00141185 -0.00156367 0.00174138 0.00363595 -0.00195355 internal_weight=72.6678 70.5252 62.9331 60.9147 59.7751 55.6464 internal_count=1211 1184 1163 1157 1150 1136 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=7 num_cat=0 split_feature=19 4 3 8 5 10 split_gain=0.352824 3.03724e-08 1.11459e-08 1.06949e-08 4.48754e-09 3.78001e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 6.0428078978400217 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075045583011091904 -0.075187859655090616 -0.07505100554368016 -0.075054732515597133 -0.075131962598130639 -0.07507738172192685 -0.075029949640105217 leaf_weight=0.20833313977345824 0.019589790783356875 0.097302146401489154 0.20483146207698155 0.029235579568194225 0.19136090574829723 0.087979148971498944 leaf_count=15 22 204 421 29 252 268 internal_value=-0.0377747 -0.0750653 -0.0750614 -0.0750743 -0.0750685 -0.0750473 internal_weight=0.838632 0.630299 0.610709 0.317899 0.288663 0.292811 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=21 21 20 0 0 0 split_gain=0.48592 0.504176 0.567874 0.672738 0.56952 2.0653 threshold=0.14357116100000003 0.31759829255000005 0.81809574395000006 47.407128000000007 0.06754300000000002 0.10875250000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.056682424825346737 -0.037144055298793846 -0.0092164096192798913 0.066192428084340602 -0.078048936279664916 0.080838211941749311 0.0018718986530553304 leaf_weight=1.5321825367864219 3.5162856467068195 27.170930619817227 1.3384345695376385 1.0753679526969779 3.6899078590795389 32.345344993867911 leaf_count=24 18 367 9 18 65 710 internal_value=0.000980861 -0.000253584 0.00172321 0.000380871 0.00171525 0.00995783 internal_weight=70.6685 69.1363 65.62 64.2816 63.2062 36.0353 internal_count=1211 1187 1169 1160 1142 775 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=7 num_cat=0 split_feature=7 7 9 14 7 6 split_gain=0.509982 1.05009 0.71952 1.23778 0.659528 0.689055 threshold=78.999015316736262 82.887291079911066 6.0199129280458035 2.5000000000000004 77.023319461921901 105.03999540875751 decision_type=10 10 10 10 10 10 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.0011255720442193346 0.10066267596105856 -0.059632186729111913 -0.078029228866377198 0.072502230259111553 0.079040920727116784 -0.080687402402213004 leaf_weight=55.869756291154772 1.7648319005966175 1.0491804834455249 0.87433655397035193 1.4557216523680836 0.31625440370407831 1.849748858483508 leaf_count=963 4 16 66 64 12 86 internal_value=-0.000549745 0.0296277 0.0524976 0.0160164 -0.00322456 -0.0573657 internal_weight=63.1798 5.14407 4.09489 2.33006 58.0358 2.166 internal_count=1211 150 134 130 1061 98 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=7 num_cat=0 split_feature=10 5 2 7 0 2 split_gain=0.461044 0.768863 0.693337 0.68989 0.658354 0.620154 threshold=41.000000000000007 4795.5000000000009 37.500000000000007 58.618329671661776 1.4112660000000001 16.500000000000004 decision_type=10 10 10 10 10 10 left_child=1 5 -3 -4 -2 -1 right_child=4 2 3 -5 -6 -7 leaf_value=-0.00027234004838041733 -0.076111145577575604 -0.081155778510294485 0.079776405892527366 -0.050491072444679534 0.078587952080624926 0.064405100018426198 leaf_weight=64.631474028850789 0.33815058902837236 2.2197784320887872 0.70023574680089928 0.96930410043569282 1.4752836413681505 1.5173012048762746 leaf_count=791 72 169 6 45 45 83 internal_value=-4.04177e-05 -0.00132937 -0.0445391 0.00414551 0.0497413 0.00121121 internal_weight=71.8515 70.0381 3.88932 1.66954 1.81343 66.1488 internal_count=1211 1094 220 51 117 874 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=19 4 3 6 3 10 split_gain=0.332585 2.44756e-08 8.76813e-09 1.01183e-08 3.46772e-09 3.11882e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 1.5000000000000002 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075043731588651463 -0.075174592876997806 -0.075047218558890627 -0.075050840057936122 -0.075131641698435031 -0.075071311593755463 -0.075027229281307978 leaf_weight=0.19787543173879385 0.018248929525725543 0.089093954040436074 0.1894276107159385 0.023605769980349578 0.18131470030130004 0.079394853975827573 leaf_count=15 22 210 421 29 246 268 internal_value=-0.0369304 -0.0750606 -0.0750569 -0.0750689 -0.0750634 -0.0750439 internal_weight=0.778961 0.581086 0.562837 0.294014 0.270409 0.268822 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=20 0 0 4 4 9 split_gain=0.450005 0.425997 1.99215 2.06037 2.38983 1.95222 threshold=0.18887784125000004 0.06754300000000002 0.10875250000000002 164.50000000000003 343.00000000000006 6.0431045203568301 decision_type=8 10 10 10 10 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.047999353380897808 -0.0090088563143730788 0.078282667440690012 -0.076925044177777291 0.073205352042231345 -0.04887066893950185 0.012781833655788558 leaf_weight=1.9702176442369816 31.487186467973515 3.5283788200467816 3.2076232545077792 4.660215079784396 7.1742754485458162 18.077874571667053 leaf_count=27 391 65 20 52 103 553 internal_value=0.000884084 -0.000478308 0.00685089 -0.000758972 0.00740862 -0.00473398 internal_weight=70.1058 68.1356 36.6484 33.12 29.9124 25.2522 internal_count=1211 1184 793 728 708 656 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=7 num_cat=0 split_feature=19 20 19 19 19 19 split_gain=0.502091 1.77032 1.16443 1.33462 1.95359 0.897569 threshold=0.21802427155000004 0.79454162265000006 0.76768386320000015 0.60557055170000018 0.47672111840000003 0.43081104100000006 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.036543554652808521 -0.002766618382722737 0.068279336398950535 -0.056210752901549865 0.04516690961003552 -0.11006518733404608 0.098504771610203476 leaf_weight=3.6522631777916104 42.71468721027486 3.7365446910262099 3.8066632077097884 6.0640497952699652 1.6966279596090306 0.89348065853118797 leaf_count=30 1132 11 12 14 10 2 internal_value=-0.000564566 0.00166596 -0.00284517 0.00110946 -0.00478763 -0.000691685 internal_weight=62.5643 58.9121 55.1755 51.3688 45.3048 43.6082 internal_count=1211 1181 1170 1158 1144 1134 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=20 19 19 21 19 7 split_gain=0.450598 0.452187 1.83963 0.662338 0.622893 0.941961 threshold=0.18887784125000004 0.68175770400000013 0.60557055170000018 0.62272809245000016 0.056355504000000008 87.44524843734844 decision_type=8 10 10 8 10 8 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.045863397185411603 0.036281944135605003 0.024527057809047837 -0.098352287538793937 -0.0011399728471225301 -0.046811309136074897 0.087152321810566591 leaf_weight=2.0769232160819229 5.0575645621865988 7.5379221029579631 1.8976227976381768 50.417081284176675 2.8796969056129447 1.2380059808492649 leaf_count=27 21 21 6 1119 14 3 internal_value=2.96694e-05 0.00141051 -0.0014233 0.00166325 -0.00154729 0.000976109 internal_weight=71.1048 69.0279 61.49 59.5923 54.5348 51.6551 internal_count=1211 1184 1163 1157 1136 1122 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=7 num_cat=0 split_feature=19 4 3 6 5 10 split_gain=0.311167 1.98387e-08 6.85281e-09 7.95903e-09 2.92167e-09 2.47295e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.07504166925067185 -0.075162375649468663 -0.075043719078841872 -0.07504710168487469 -0.075121673986402404 -0.07506645582441604 -0.075025268942546602 leaf_weight=0.18588567338883877 0.017007278453093022 0.086542291261139326 0.17565889594879991 0.021725945247453637 0.16289440489344997 0.073624497750643059 leaf_count=15 22 210 421 29 246 268 internal_value=-0.0364836 -0.0750561 -0.0750526 -0.0750636 -0.0750586 -0.0750407 internal_weight=0.723339 0.537453 0.520446 0.271163 0.249437 0.249283 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.470451 0.410879 0.582117 0.580166 1.3917 1.09533 threshold=0.14357116100000003 0.31759829255000005 0.46919896295000008 0.60557055170000018 0.32262458390000009 0.54665185890000012 decision_type=8 8 8 10 10 8 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.055786879984479926 -0.034369510401474256 0.073666714516656101 -0.08739085080563147 -0.051226888222903333 0.076216225562224529 0.0010948399583337683 leaf_weight=1.5289871364366261 3.3652659617364407 1.0978384912014005 1.4337524622678754 2.1186646483838549 2.4267012514173976 57.621700623887591 leaf_count=24 18 9 5 11 17 1127 internal_value=0.000929982 -0.000302323 0.00146966 0.000223442 0.00199641 -0.00105342 internal_weight=69.5929 68.0639 64.6987 63.6008 61.4822 59.0555 internal_count=1211 1187 1169 1160 1149 1132 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=7 num_cat=0 split_feature=5 5 0 5 5 9 split_gain=0.490051 0.772879 0.609915 2.08068 1.45476 1.44785 threshold=59.000000000000007 63.000000000000007 0.0011130000000000003 108.50000000000001 126.00000000000001 5.6691779180288924 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076298713254781145 0.098797166159262678 0.041479215126091484 -0.083734773792347617 0.078206018576680914 -0.058270004212597218 0.0028531532053957731 leaf_weight=0.8418826733250161 0.78986692428588767 3.2339330872055134 3.0345588577911249 2.356276659294962 4.2201712387613943 47.429283289879095 leaf_count=123 2 16 97 13 119 841 internal_value=-0.000524447 0.000520243 -0.000767633 -0.00316284 0.00136446 -0.00214109 internal_weight=61.906 61.0641 60.2742 57.0403 54.0057 51.6495 internal_count=1211 1088 1086 1070 973 960 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=7 num_cat=0 split_feature=3 4 5 0 4 4 split_gain=0.422394 2.58776 0.711693 1.4948 1.09895 3.81674 threshold=1.0000000180025095e-35 163.00000000000003 63.000000000000007 0.00053950000000000005 164.50000000000003 219.50000000000003 decision_type=8 10 8 10 8 8 left_child=1 -1 3 -2 -4 -6 right_child=2 -3 4 -5 5 -7 leaf_value=-0.080206156270590592 0.035386143858345542 0.08351794500374124 0.035276251139648156 -0.087126509411764488 -0.11028641443358936 0.0022208696267571413 leaf_weight=1.4346237536519755 1.5850524455308903 2.9514884501695633 7.9800863303244105 2.6794658601284027 3.2066774144768706 50.524640837043989 leaf_count=51 13 18 86 43 49 951 internal_value=-8.33376e-05 0.0299665 -0.00208107 -0.0415905 0.000649203 -0.00449355 internal_weight=70.362 4.38611 65.9759 4.26452 61.7114 53.7313 internal_count=1211 69 1142 56 1086 1000 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=7 num_cat=0 split_feature=20 4 3 6 5 10 split_gain=0.296075 1.45407e-08 5.21702e-09 6.4096e-09 2.46482e-09 1.98537e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075040396219447025 -0.075146892397720058 -0.075039433213227508 -0.07504371550070954 -0.075112682633058356 -0.075061306940244932 -0.075023388437929189 leaf_weight=0.17885574093088508 0.015518573229201138 0.078292842095834203 0.16290812743682181 0.02012984044267796 0.15062429002136923 0.068151016019328381 leaf_count=15 22 210 421 29 246 268 internal_value=-0.0352509 -0.0750516 -0.0750485 -0.0750586 -0.0750538 -0.0750377 internal_weight=0.67448 0.495625 0.480106 0.249047 0.228917 0.231059 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=7 num_cat=0 split_feature=19 21 21 16 15 3 split_gain=0.45523 0.992225 1.35352 2.11832 1.27263 0.755645 threshold=0.26668451185000003 0.76615868215000016 0.11311668870000001 2.0000000000000004 4.5000000000000009 15.500000000000002 decision_type=8 10 10 8 8 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.039373092077876003 -0.0016878465341266719 0.062062847605672301 -0.043622928766328041 0.1259588886038083 -0.064379708118483731 0.037491299520802539 leaf_weight=2.9051170295570046 46.262962680542842 2.398504987359046 7.4115403369069091 1.3422788828611363 3.0124515087809405 5.5089508116943753 leaf_count=33 811 16 38 84 98 131 internal_value=0.000632066 -0.00107483 -0.00345822 0.00184554 -0.00119537 0.00248113 internal_weight=68.8418 65.9367 63.5382 56.1266 54.7844 51.7719 internal_count=1211 1178 1162 1124 1040 942 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=7 7 7 9 14 0 split_gain=0.482441 0.912074 0.629665 0.622249 1.1128 0.594474 threshold=78.999015316736262 82.887291079911066 77.023319461921901 6.0199129280458035 2.5000000000000004 0.0045030000000000009 decision_type=10 10 10 10 10 8 left_child=2 3 5 -2 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.033411760011327001 0.097967303335361119 -0.055734810170628084 -0.058087784896632959 -0.077861470533597432 0.070948047881548584 -0.0041080399427397517 leaf_weight=4.612633508630096 1.6677950620651238 0.98728227056562889 1.9984514423413191 0.79051559604704391 1.3793966633966193 49.980782732833177 leaf_count=94 4 16 98 66 64 869 internal_value=-0.00036821 0.0299852 -0.00295612 0.0520374 0.0167356 -0.000937967 internal_weight=61.4169 4.82499 56.5919 3.83771 2.16991 54.5934 internal_count=1211 150 1061 134 130 963 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=7 num_cat=0 split_feature=10 5 4 0 7 7 split_gain=0.418052 0.715507 0.718148 0.603601 0.586024 2.00768 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 1.4112660000000001 76.306935986487204 72.192781170150241 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -2 5 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=-0.0020164446696122745 -0.07603029051705508 -0.08056904530880174 0.0099434063805898254 0.078416821884333049 -0.025206705246445821 0.057067956692172322 leaf_weight=50.563165284809656 0.31121111498214205 2.1845898253232003 1.464064877014607 1.3537660948932169 7.4000196083215988 6.4891347080119877 leaf_count=568 72 174 46 45 193 113 internal_value=4.12488e-05 -0.00116913 -0.0442499 0.0495482 0.00126968 0.00470382 internal_weight=69.766 68.101 3.64865 1.66498 64.4523 57.0523 internal_count=1211 1094 220 117 874 681 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=7 num_cat=0 split_feature=19 4 10 6 2 4 split_gain=0.279127 1.16821e-08 4.0007e-09 3.18585e-09 3.67255e-09 7.26125e-10 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 125.10620642251497 5.5000000000000009 267.00000000000006 decision_type=8 8 10 8 8 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075038547858383486 -0.07513632087643092 -0.075049609952848012 -0.075020994876783501 -0.075105525512867782 -0.07505495722339238 -0.075038262795742855 leaf_weight=0.1701325518079102 0.014409996918402612 0.0851249570841901 0.060757227816793602 0.016468354486278258 0.11227937446528813 0.16709100023399515 leaf_count=15 22 222 268 25 140 519 internal_value=-0.0342748 -0.0750477 -0.0750448 -0.0750486 -0.0750614 -0.0750421 internal_weight=0.626263 0.456131 0.441721 0.380964 0.128748 0.252216 internal_count=1211 1196 1174 906 165 741 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=7 num_cat=0 split_feature=19 21 19 4 5 0 split_gain=0.480894 0.475007 0.80988 0.415168 1.36941 0.695363 threshold=0.86026539140000013 0.16093797035000004 0.60557055170000018 126.00000000000001 63.000000000000007 47.407128000000007 decision_type=10 8 10 8 10 10 left_child=1 -1 3 4 -3 -5 right_child=-2 2 -4 5 -6 -7 leaf_value=0.054774595836754029 0.06435381649436582 0.030225647982042855 -0.050978760412443314 0.0051543622516914481 -0.059866512717125148 -0.077891029955967028 leaf_weight=1.5187824137974528 1.1627576947212208 2.8920810669660559 3.1850374620407811 54.305785087519325 4.0496111214160919 1.0273534907028068 leaf_count=24 10 44 17 1068 30 18 internal_value=0.000594621 -0.000512246 -0.001795 0.0007205 -0.0223319 0.00361248 internal_weight=68.1414 66.9787 65.4599 62.2748 6.94169 55.3331 internal_count=1211 1201 1177 1160 74 1086 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=7 num_cat=0 split_feature=0 4 5 3 4 8 split_gain=0.468205 0.992353 0.973369 1.76367 1.6937 2.66122 threshold=60.179807500000003 65648.500000000015 11066.000000000002 13.500000000000002 6248.5000000000009 5.246858042816462 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.0056270270867174767 0.057466600883715482 -0.090900048385284524 0.04716788637419389 -0.074420945805849792 0.058712315671142927 -0.061515786810823418 leaf_weight=39.099836495239288 1.3738123634830106 1.2184191485866893 4.1154196639545253 3.2739235679619005 4.6667725172592318 6.952836394775658 leaf_count=412 14 22 91 98 148 426 internal_value=-0.000247693 -0.00158416 0.000288611 -0.00328457 0.00130726 -0.00450991 internal_weight=60.701 59.3272 58.1088 53.9934 50.7194 46.0527 internal_count=1211 1197 1175 1084 986 838 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=9 9 9 6 8 0 split_gain=0.404916 0.66093 0.694699 1.45481 1.44517 2.60841 threshold=7.8464943593056891 7.5630913137471625 6.3944237114723839 126.01722756410258 4.4962153679600307 0.23011500000000004 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0058143975733729722 -0.032976393739872822 0.043623583579507866 -0.067215911394844549 0.037113271912513325 -0.028792553296880768 0.066859780865508825 leaf_weight=43.374338206020184 3.5447110770328427 3.5600962729658923 4.0595182936231131 1.992646664381027 4.4240160365588954 8.017594142816959 leaf_count=378 343 151 125 9 125 80 internal_value=-5.82546e-05 0.00172515 -0.00068582 -0.032866 0.0028035 0.0328475 internal_weight=68.9729 65.4282 61.8681 6.05216 55.8159 12.4416 internal_count=1211 868 717 134 583 205 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=7 num_cat=0 split_feature=19 4 3 6 5 10 split_gain=0.263522 9.29783e-09 3.302e-09 3.57124e-09 1.48467e-09 1.14179e-09 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075037220253086734 -0.075126362211989109 -0.075034001631587577 -0.075036688802043783 -0.07509404713011629 -0.075052312508974206 -0.07501975617677821 leaf_weight=0.16235135355964303 0.013248621253296733 0.067474870331352577 0.13613368406913651 0.016807077539851889 0.12881646274763625 0.056290181686563301 leaf_count=15 22 210 421 29 246 268 internal_value=-0.0331149 -0.0750439 -0.0750412 -0.0750498 -0.075046 -0.0750317 internal_weight=0.581122 0.418771 0.405522 0.213098 0.196291 0.192424 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=7 num_cat=0 split_feature=15 16 3 5 4 4 split_gain=0.438155 1.08661 0.612109 1.18089 1.07804 2.05998 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 41149.000000000007 6248.5000000000009 2363.0000000000005 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.00044167179839507681 -0.062828615181290556 0.065505182719955271 0.068518682648740309 -0.032229690377176344 -0.046609384875035131 0.09939186126796809 leaf_weight=51.496282548876479 2.8318283041007812 0.86017051362432528 3.5171407265588632 1.7384682069532571 4.6536255180835715 2.1532801049761465 leaf_count=609 98 91 87 44 153 129 internal_value=0.000561432 -0.0329291 0.00250683 0.0351928 -0.000439574 0.00356525 internal_weight=67.2508 3.692 63.5588 5.25561 58.3032 53.6496 internal_count=1211 189 1022 131 891 738 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=7 num_cat=0 split_feature=5 3 4 6 8 3 split_gain=0.454818 0.906839 1.30906 1.49036 1.20073 2.02411 threshold=141641.50000000003 14.500000000000002 6248.5000000000009 84.878191631965962 5.246858042816462 9.5000000000000018 decision_type=10 10 10 10 10 8 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=0.0045839366875902602 0.053241148535233186 -0.039733978899754732 -0.077764818292000285 0.076458339324522909 -0.069355765793813265 0.038898506163063236 leaf_weight=39.425904414616525 1.5401332541368891 5.6901779248146331 0.74269135249778528 4.0087464447133243 5.8316717287525508 2.4540348242444461 leaf_count=415 22 169 52 107 366 80 internal_value=-0.000395756 -0.00181628 0.0022963 0.0523519 -0.00268857 -0.0372934 internal_weight=59.6934 58.1532 52.463 4.75144 47.7116 8.28571 internal_count=1211 1189 1020 159 861 446 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=7 num_cat=0 split_feature=20 5 6 0 4 2 split_gain=0.796559 0.453371 2.35202 2.31276 2.19735 2.11813 threshold=0.86147496925000011 161.00000000000003 75.960088727179922 0.10875250000000002 219.50000000000003 1.5000000000000002 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0079418848594564762 -0.083903953250606747 -0.1020882078265722 -0.081759106662101677 0.01234271393433466 0.067065886305399863 -0.068555093817197682 leaf_weight=30.607792474329472 1.1110182236880053 2.4461148647824329 2.9771201219409731 21.282375762777519 5.4739356189966193 4.10507983341813 leaf_count=235 10 40 189 634 38 65 internal_value=7.51589e-05 0.00146997 -0.00862904 0.000794559 0.00818114 -0.00110451 internal_weight=68.0034 66.8924 26.7056 24.2595 40.1868 34.7129 internal_count=1211 1201 863 823 338 300 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=7 num_cat=0 split_feature=19 4 3 6 5 10 split_gain=0.248245 7.38637e-09 2.67754e-09 2.08962e-09 1.20749e-09 7.99583e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 125.38956572919442 108.50000000000001 25.000000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075036232619129839 -0.075116480666645669 -0.075031239156349211 -0.075032907024587883 -0.075081445845231978 -0.075048475687503585 -0.075018086590724425 leaf_weight=0.15467724343761802 0.012238717812579125 0.061716879514278844 0.1239634147441393 0.014988388604251668 0.11902503646342666 0.0515382036792289 leaf_count=15 22 210 421 29 246 268 internal_value=-0.0319043 -0.07504 -0.0750375 -0.0750456 -0.0750426 -0.0750286 internal_weight=0.538148 0.383471 0.371232 0.19573 0.180742 0.175502 internal_count=1211 1196 1174 485 456 689 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=7 num_cat=0 split_feature=19 21 19 13 9 6 split_gain=0.396977 0.417073 0.71049 0.392673 0.495068 1.34238 threshold=0.86026539140000013 0.16093797035000004 0.60557055170000018 49199.500000000007 6.0917474004837473 83.534692932856203 decision_type=10 8 10 10 10 10 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.050850772180978623 0.057124061614659043 0.0046268812132382537 -0.048930263510544393 -0.047907457823969823 0.015908900196923152 -0.041744300900721024 leaf_weight=1.5432631596922872 1.2174404338002194 33.188926800619811 3.0404247175902119 1.6228610784746695 17.740067542763427 7.6891418956220141 leaf_count=24 10 449 17 79 562 70 internal_value=0.000549856 -0.000512636 -0.00176525 0.000615215 0.00195858 -0.00409551 internal_weight=66.0421 64.8247 63.2814 60.241 58.6181 40.8781 internal_count=1211 1201 1177 1160 1081 519 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=7 num_cat=0 split_feature=0 0 3 9 0 0 split_gain=0.452974 1.76665 1.1887 1.15701 2.0577 1.61844 threshold=5.0057140000000011 0.071170500000000012 85.000000000000014 5.8509998273357491 0.0045030000000000009 0.043260000000000007 decision_type=10 10 10 10 10 10 left_child=1 3 -3 4 -1 -5 right_child=-2 2 -4 5 -6 -7 leaf_value=0.0033865882361949168 0.012934142236339331 -0.074243194634910706 0.077501440411225322 -0.011995568283560435 -0.083284215575255616 0.099635921577207423 leaf_weight=26.85972336912528 17.83796098548919 4.9872993984026825 0.57583916559815396 2.5149732012068844 3.0503699672408393 2.6855905796401203 leaf_count=162 296 478 15 106 131 23 internal_value=-0.000352032 -0.00617884 -0.0585361 0.00211696 -0.0054525 0.0456514 internal_weight=58.5118 40.6738 5.56314 35.1107 29.9101 5.20056 internal_count=1211 915 493 422 293 129 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=7 num_cat=0 split_feature=20 5 0 5 4 2 split_gain=0.383147 0.406537 2.07367 1.9009 1.89862 1.88852 threshold=0.18887784125000004 161.00000000000003 0.10875250000000002 200.50000000000003 219.50000000000003 1.5000000000000002 decision_type=8 10 10 10 10 10 left_child=-1 4 -3 -4 5 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.043267456915547647 0.0076883510588734195 -0.082138491759359153 -0.13293491874077124 0.0086703475565047036 0.063452158657144583 -0.065870359434469478 leaf_weight=1.9839805172523481 29.714059196412563 3.3212822335044647 0.99137215316295879 21.65978021765477 5.2975281141698352 3.9547534864395848 leaf_count=27 233 190 10 648 38 65 internal_value=2.17209e-05 0.00134427 -0.00834713 0.00247272 0.00780393 -0.000951887 internal_weight=66.9228 64.9388 25.9724 22.6512 38.9663 33.6688 internal_count=1211 1184 848 658 336 298 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=7 num_cat=0 split_feature=19 4 3 0 3 10 split_gain=0.234242 5.77438e-09 2.09767e-09 1.53553e-09 1.12702e-09 6.31338e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 1.5000000000000002 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075034947373466748 -0.075107308255814076 -0.075031260981912817 -0.075030332219991835 -0.075042268898850281 -0.075064106722940657 -0.075016567187886782 leaf_weight=0.14756975881755352 0.01128446072107181 0.076532733131898567 0.11361905192097765 0.067339709159568883 0.036411242253961973 0.047146444774625706 leaf_count=15 22 342 421 85 58 268 internal_value=-0.0307362 -0.0750369 -0.0750346 -0.075042 -0.0750499 -0.0750263 internal_weight=0.499903 0.352334 0.341049 0.180284 0.103751 0.160765 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=7 num_cat=0 split_feature=15 16 9 8 6 4 split_gain=0.387273 0.947919 0.597347 1.18716 1.13603 0.998624 threshold=4.5000000000000009 2.0000000000000004 6.0917474004837473 6.4932345590107117 83.77714566791245 1030.5000000000002 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 -1 -5 right_child=1 -3 3 5 -6 -7 leaf_value=0.0031725515296305616 -0.061240133065794469 0.06397671124333415 0.046752129569673354 0.10073128380191812 -0.039847281892415459 -0.019748969271640646 leaf_weight=38.672338612843305 2.6326917149126525 0.78478663344867516 7.7612604796886426 0.76074266433715809 7.2965422477573147 7.1919765586499125 leaf_count=495 98 91 243 21 64 199 internal_value=0.000282275 -0.0324855 0.00209774 0.0189291 -0.00365589 -0.00822405 internal_weight=65.1003 3.41748 61.6829 15.714 45.9689 7.95272 internal_count=1211 189 1022 463 559 220 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 4 split_gain=0.435883 0.651622 1.78045 1.18543 1.129 1.99804 threshold=59.000000000000007 0.0045030000000000009 108.50000000000001 126.00000000000001 168.50000000000003 192.00000000000003 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076232841481589347 0.035562722273824121 -0.083056607835922586 0.10780269925010633 -0.085807205597445521 0.17913273093243837 -0.00015967510769349035 leaf_weight=0.74367559095844527 4.9321057872148222 2.6043166322633615 1.0324868857860554 1.5026998985558737 0.63002167642116447 46.264194339892128 leaf_count=123 32 96 2 28 2 928 internal_value=-0.000169235 0.000823758 -0.00246903 0.00177693 -0.000484994 0.00224911 internal_weight=57.7095 56.9658 52.0337 49.4294 48.3969 46.8942 internal_count=1211 1088 1056 960 958 930 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=9 8 8 5 8 9 split_gain=0.346779 0.528681 0.616667 2.03657 1.11858 1.07807 threshold=7.8464943593056891 6.7272612487472054 5.6744042622234678 133.50000000000003 5.2927476730057128 6.0513618093080739 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0021295956581760512 -0.031531507320745021 0.046644396454678452 0.087036110551230672 -0.063828528122432476 0.068132721433273521 -0.022552729856868722 leaf_weight=48.627186808735132 3.2932716406794489 2.5188297203276298 1.1310592740774144 4.2836381435045041 4.5941016895230851 1.8343331003561614 leaf_count=454 343 21 5 269 52 67 internal_value=0.000101918 0.00175581 -0.000113975 -0.0323149 0.00305297 0.0422559 internal_weight=66.2824 62.9891 60.4703 5.4147 55.0556 6.42843 internal_count=1211 868 847 274 573 119 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=7 num_cat=0 split_feature=19 4 3 0 3 10 split_gain=0.223882 4.69568e-09 1.59718e-09 1.15927e-09 8.00543e-10 4.89724e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 1.5000000000000002 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075034222581757459 -0.075099988754923075 -0.07502898299525057 -0.075028178718508254 -0.075039213862253207 -0.075058416342280401 -0.075015600104739857 leaf_weight=0.14321916317567229 0.010494136862689629 0.070437481361295795 0.10429752188974817 0.062506501169991679 0.033264218829572201 0.044013461681970512 leaf_count=15 22 342 421 85 58 268 internal_value=-0.0291325 -0.0750342 -0.075032 -0.0750387 -0.0750459 -0.0750244 internal_weight=0.468232 0.325013 0.314519 0.166208 0.0957707 0.148311 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=7 num_cat=0 split_feature=7 7 7 10 9 19 split_gain=0.408187 0.719615 0.942867 0.724318 0.518972 0.427849 threshold=83.814145346247159 79.482860341514581 76.620775124742622 30.500000000000004 6.7070240619093333 0.26668451185000003 decision_type=10 10 10 10 10 8 left_child=1 2 3 5 -3 -1 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.037694546912274807 0.051365822562152143 -0.088148351455493545 0.054795231478176866 -0.063078050836893274 0.0053177830985332219 -0.0017722647031718558 leaf_weight=2.8992149219848216 1.5219277814030636 1.5891310237348073 3.1074577450053757 1.8640303465072054 0.94873408298008133 52.247802855796181 leaf_count=22 12 7 160 98 111 801 internal_value=0.000195129 -0.00104781 0.00115409 -0.00176969 -0.0532078 0.000302603 internal_weight=64.1783 62.6564 60.1185 57.011 2.53787 55.147 internal_count=1211 1199 1081 921 118 823 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 20 split_gain=0.879929 0.513922 1.39892 0.72674 1.17906 0.874588 threshold=0.9405798606500001 0.60557055170000018 0.49277379045000008 0.43081104100000006 0.62272809245000016 0.44432163585000006 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.057076044889639833 -0.096161447514149789 0.021695668252733866 -0.097956003931513713 0.061072974522463269 0.071259722660200919 -0.000770278560193168 leaf_weight=3.6319814455928281 0.94001885503530402 10.202588215470312 1.5043771788477887 1.872120939195155 1.7660075575113294 37.062524092092644 leaf_count=31 4 27 9 6 5 1129 internal_value=-0.000211844 0.00139763 -0.00312039 9.77519e-05 -0.0025907 0.00250581 internal_weight=56.9796 56.0396 45.837 44.3326 42.4605 38.8285 internal_count=1211 1207 1180 1171 1165 1134 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=7 num_cat=0 split_feature=0 7 7 4 7 2 split_gain=0.339359 1.56014 0.8864 0.967739 0.867431 0.889297 threshold=23.872839500000005 81.226848822243241 76.306935986487204 274.00000000000006 72.192781170150241 4.5000000000000009 decision_type=10 10 10 10 10 10 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0013771196040594405 -0.061167806736501032 0.049791259331695849 0.099040925838879509 -0.053348738848069656 0.091234138124919859 0.013692460030816046 leaf_weight=48.426624283747515 3.7092729875585055 1.9247128814458845 0.46087172627448936 4.3501856765942648 2.240206003189086 4.3529006170720095 leaf_count=572 113 9 1 301 12 203 internal_value=0.000201459 -0.0232614 0.00241084 -0.0387507 0.00601011 0.0400396 internal_weight=65.4648 5.63399 59.8308 4.81106 55.0197 6.59311 internal_count=1211 122 1089 302 787 215 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=7 num_cat=0 split_feature=19 4 3 0 6 7 split_gain=0.204263 3.74163e-09 1.2805e-09 9.56591e-10 7.04506e-10 3.89439e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 104.64423076923079 74.175813561605239 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075031884250332248 -0.075092687719676518 -0.075026745352708563 -0.075027785302956285 -0.075038959856222998 -0.075063900816015425 -0.075017150375432315 leaf_weight=0.12978066876530647 0.0097364740213379264 0.065065472585047246 0.071681157083730795 0.075192210366367362 0.01333389880892355 0.066262161764825578 leaf_count=15 22 342 242 120 23 447 internal_value=-0.0298507 -0.0750317 -0.0750297 -0.075036 -0.0750427 -0.0750227 internal_weight=0.431052 0.301271 0.291535 0.153592 0.0885261 0.137943 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=7 num_cat=0 split_feature=20 7 7 7 10 9 split_gain=0.394191 0.384755 0.632959 0.857768 0.594436 0.465379 threshold=0.18887784125000004 83.814145346247159 79.482860341514581 76.620775124742622 30.500000000000004 6.7070240619093333 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.044414908284755424 -0.0011865109892209788 0.048879528216398127 -0.087125280963070276 0.05213097140054819 -0.060750591814312617 0.00271979028325239 leaf_weight=1.9645682238042352 53.108502168906853 1.5036002695560444 1.4888103976845735 2.9677997948601833 1.7300489828921843 0.94086337182670821 leaf_count=27 807 12 7 158 89 111 internal_value=0.000317032 -0.00108617 -0.00233341 -0.000231826 -0.00306564 -0.0523338 internal_weight=63.7042 61.7396 60.236 57.8064 54.8386 2.42967 internal_count=1211 1184 1172 1054 896 118 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 8 split_gain=0.402198 0.63324 1.62521 1.05599 1.02451 1.84284 threshold=59.000000000000007 0.0045030000000000009 108.50000000000001 126.00000000000001 168.50000000000003 4.4308176195396909 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076144584536232754 0.035498075126558587 -0.082452106413690829 0.10408992958953144 -0.084969454431497837 0.069206805288258663 -0.0040949173697246346 leaf_weight=0.69012008374556799 4.7724270533071822 2.4271272914484134 0.98114213347434898 1.400831109844147 3.7318635787814847 42.361702298745513 leaf_count=123 32 96 2 28 43 887 internal_value=-0.000272453 0.00066802 -0.0025975 0.00140074 -0.000720615 0.00183979 internal_weight=56.3652 55.6751 50.9027 48.4755 47.4944 46.0936 internal_count=1211 1088 1056 960 958 930 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=7 num_cat=0 split_feature=10 5 4 6 7 0 split_gain=0.407205 0.616547 0.655094 0.477054 0.438692 1.72892 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 122.62121137189175 76.306935986487204 31.825229500000003 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=0.0041898202435297289 0.055039622520910325 -0.080934572936319366 0.078691296331468541 -0.043418373344486845 -0.055028821068587731 0.062621762494047328 leaf_weight=53.853746849432355 1.3226909586228419 1.9122053836181288 0.57880777865648247 0.7153573551622685 4.6688654328027033 1.7052866145968435 leaf_count=681 117 174 6 40 184 9 internal_value=0.000123968 -0.0010211 -0.0437492 0.0111945 0.00125363 -0.0235536 internal_weight=64.757 63.4343 3.20637 1.29417 60.2279 6.37415 internal_count=1211 1094 220 46 874 193 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=19 3 0 0 0 6 split_gain=0.193783 1.63948e-09 7.37776e-10 2.58584e-09 7.30234e-10 5.60484e-10 threshold=1.0000000180025095e-35 4.5000000000000009 0.00016650000000000001 3.9500000000000005e-05 3.0273270000000005 104.64423076923079 decision_type=8 10 8 10 8 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.07503075449323908 -0.075022691079242018 -0.075021020636189137 -0.075024076159397463 -0.075094939466587782 -0.075036018746943059 -0.075059213147731715 leaf_weight=0.12467338191345334 0.011335949508065823 0.12675574047807459 0.049192590409802506 0.008799168310360983 0.069495912932325155 0.012255558365723118 leaf_count=15 66 689 293 5 120 23 internal_value=-0.0285496 -0.0750294 -0.0750364 -0.0750543 -0.0750337 -0.0750395 internal_weight=0.402508 0.277835 0.151079 0.0201351 0.130944 0.0817515 internal_count=1211 1196 507 71 436 143 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=7 num_cat=0 split_feature=4 5 4 3 5 15 split_gain=0.38601 1.28612 0.674506 1.73134 1.08729 0.409629 threshold=126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 76.000000000000014 4.5000000000000009 decision_type=8 10 8 8 8 10 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.02809160484728206 0.080250706763343324 -0.06070882602966015 -0.082153129022738441 0.070201102970849347 0.0042667907626634735 -0.032982002088275349 leaf_weight=2.859194289892911 1.1052241399884213 3.7968768924474716 2.3762279637157908 2.4468873478472224 47.401661922573112 3.1484309326624489 leaf_count=44 39 30 18 48 843 189 internal_value=0.000213536 -0.0225635 0.00289785 0.00135392 0.00509813 0.00194681 internal_weight=63.1345 6.65607 56.4784 55.3732 52.997 50.5501 internal_count=1211 74 1137 1098 1080 1032 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=7 num_cat=0 split_feature=0 4 3 3 4 6 split_gain=0.386914 0.837143 0.80869 1.0104 0.923158 1.20614 threshold=60.179807500000003 65648.500000000015 75.000000000000014 14.500000000000002 6248.5000000000009 84.878191631965962 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0022149722807881457 0.055907342476806926 -0.089772951440651907 0.078196952711901413 -0.052159949286796063 -0.077467916058874264 0.069058536563205722 leaf_weight=44.030505275848554 1.197647995315491 1.0547877135686565 1.2967020221985865 3.694191934016998 0.66471144463866849 3.6277474430389702 leaf_count=858 14 22 37 121 52 107 internal_value=-0.000315264 -0.00155375 0.000191621 -0.00175292 0.00210059 0.0463681 internal_weight=55.5663 54.3686 53.3139 52.0172 48.323 4.29246 internal_count=1211 1197 1175 1138 1017 159 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=20 20 21 21 19 21 split_gain=0.759027 0.447188 0.829052 1.1225 0.773658 0.867221 threshold=0.86147496925000011 0.81809574395000006 0.52866869640000014 0.50746649630000007 0.86026539140000013 0.16093797035000004 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.095351880021805793 -0.083542162148614485 0.065374730250012891 -0.033156898715860215 0.10704404009432165 0.070223686157130399 0.0021513168074272352 leaf_weight=0.92853940621716902 1.0633409693837155 1.0824748128652562 6.5313963294029227 1.0475372076034535 1.6378072425723065 51.85132771107601 leaf_count=23 10 3 28 2 5 1140 internal_value=0.000242086 0.00165446 0.000541889 0.00451014 0.00253637 0.000435974 internal_weight=64.1424 63.0791 61.9966 55.4652 54.4177 52.7799 internal_count=1211 1201 1198 1170 1168 1163 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=7 num_cat=0 split_feature=19 3 0 0 0 6 split_gain=0.175956 1.33349e-09 5.72714e-10 1.99043e-09 5.95173e-10 4.2103e-10 threshold=1.0000000180025095e-35 4.5000000000000009 0.00016650000000000001 3.9500000000000005e-05 3.0273270000000005 104.64423076923079 decision_type=8 10 8 10 8 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.075027657368821582 -0.075020868725223788 -0.075019227873582658 -0.075022175638093769 -0.075087229455906318 -0.075033548754658369 -0.075054514080087051 leaf_weight=0.11254846351221204 0.010223249024420511 0.11624229089920846 0.045332457922995673 0.0081017455086112022 0.064501237364311237 0.011249348826822825 leaf_count=15 66 689 293 5 120 23 internal_value=-0.0291594 -0.0750271 -0.0750337 -0.0750502 -0.0750312 -0.0750367 internal_weight=0.368199 0.25565 0.139408 0.018325 0.121083 0.0757506 internal_count=1211 1196 507 71 436 143 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=7 num_cat=0 split_feature=19 19 20 20 20 19 split_gain=0.370403 0.452886 0.442678 0.345661 0.634842 0.366077 threshold=0.79045400760000006 0.60557055170000018 0.18887784125000004 0.25797487320000007 0.48973562925000008 0.39953208990000005 decision_type=10 10 8 8 8 10 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=0.058755118880856688 0.048283065606807167 -0.036792690342843243 -0.058281173893897677 0.071112261138414554 0.00067085637332107994 -0.047196192375365084 leaf_weight=1.302553486661054 1.5672506224364031 3.3329324983060351 1.0067664757370947 1.2565339803695676 52.375014464720152 1.6479851305484761 leaf_count=23 13 18 4 9 1136 8 internal_value=0.000281853 -0.000953008 0.0011212 -0.00021254 0.000845023 -0.00078934 internal_weight=62.489 60.9218 57.5889 56.2863 55.2795 54.023 internal_count=1211 1198 1180 1157 1153 1144 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 20 split_gain=0.378322 1.18962 1.82428 2.03437 1.05624 0.987505 threshold=0.79454162265000006 0.67049273065000015 0.64199058305000012 0.33091260600000005 0.57542903440000004 0.44432163585000006 decision_type=10 10 10 8 8 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.075059081609940223 0.025902251084853237 -0.072852354592537985 0.10802928538358803 0.051172581237201004 0.0023915289725768502 -0.058237199388396249 leaf_weight=3.6274864219594747 4.9698867797851554 2.3264305964112273 1.5239213109016407 4.1049734205007553 35.524328013940249 2.9062543362379065 leaf_count=32 16 9 3 10 1131 10 internal_value=-0.000411669 -0.00302651 0.000379973 -0.00317372 0.00295676 -0.00219343 internal_weight=54.9833 50.0134 47.687 46.163 42.5356 38.4306 internal_count=1211 1195 1186 1183 1151 1141 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 7 split_gain=0.331091 0.919288 2.08676 0.857525 2.36288 1.00171 threshold=0.79454162265000006 0.68175770400000013 0.60557055170000018 0.26668451185000003 0.056355504000000008 87.44524843734844 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.00083405252205772664 -0.032368499206141065 0.037996452276763126 -0.093932983947797144 0.041867693063385336 -0.12222359696816319 0.08238748961256015 leaf_weight=43.913448703962786 2.9667894728481761 6.3022464364767066 2.3790314793586722 4.8530050963163367 1.5871013477444638 1.4956028833985318 leaf_count=1134 16 17 9 22 9 4 internal_value=0.000248179 0.00184683 -0.00235438 0.00184759 -0.00228505 0.00190695 internal_weight=63.4972 60.5304 54.2282 51.8492 46.9962 45.4091 internal_count=1211 1195 1178 1169 1147 1138 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=7 num_cat=0 split_feature=19 4 3 0 6 10 split_gain=0.165792 1.86102e-09 6.60303e-10 4.77831e-10 3.61559e-10 1.75568e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 106.06413479904886 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075026863669734808 -0.075073549442111365 -0.075021254712466609 -0.075020465410662929 -0.075031099109139077 -0.075052046810896153 -0.075011662806113502 leaf_weight=0.10690220561809838 0.0076829847821500144 0.051353611073864158 0.075328843646275345 0.060300746437860653 0.0095436636474914849 0.032405285937784356 leaf_count=15 22 342 421 124 19 268 internal_value=-0.0283291 -0.0750251 -0.0750235 -0.0750286 -0.075034 -0.0750178 internal_weight=0.343517 0.236615 0.228932 0.121198 0.0698444 0.107734 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=13 7 0 0 0 0 split_gain=0.344976 0.41097 1.49602 1.40826 1.53654 3.54118 threshold=49199.500000000007 73.565496186226582 0.59802700000000009 0.06754300000000002 0.15951900000000005 0.24219000000000004 decision_type=10 10 10 10 8 10 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=-0.0044171878943786462 -0.047231635189720136 0.016155001043098617 -0.036347023340802483 0.086643451203539293 -0.12620197254415891 0.063790125513510529 leaf_weight=27.15001503075473 1.4805509815923859 14.744160980859304 10.426211534067987 4.0647592963650796 1.4581059431657202 2.9982391567900777 leaf_count=302 81 503 139 101 24 61 internal_value=0.000462141 0.00162275 -0.00302537 0.00671412 0.0421808 0.00162514 internal_weight=62.322 60.8415 46.0973 35.6711 8.5211 4.45635 internal_count=1211 1130 627 488 186 85 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=7 num_cat=0 split_feature=19 19 19 19 21 0 split_gain=0.380012 0.44825 0.647107 0.698518 0.707386 0.592154 threshold=0.21802427155000004 0.68175770400000013 0.9405798606500001 0.87962951705000014 0.19833634335000003 64.315626000000009 decision_type=8 8 10 10 10 8 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.032764954429818492 0.019911448747638616 -0.0019488308220076492 -0.092398289200032971 0.097038871046212338 -0.041331014191666723 0.049791560802079554 leaf_weight=3.4236620693118311 10.638735085725783 32.156500244134804 0.79660243541002174 0.70843204855918784 4.3156926631927481 2.3753425860777488 leaf_count=30 39 1109 4 3 10 16 internal_value=-0.000514018 0.00165138 -0.00316279 -0.00136571 -0.00316024 0.00161024 internal_weight=54.415 50.9913 40.3526 39.556 38.8475 34.5318 internal_count=1211 1181 1142 1138 1135 1125 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=7 num_cat=0 split_feature=20 19 20 21 20 5 split_gain=0.33413 0.739457 1.67646 0.910166 2.50639 0.471278 threshold=0.21136375875000005 0.18073278480000002 0.79454162265000006 0.52866869640000014 0.54665185890000012 161.00000000000003 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.035017923928505487 0.059620569717243201 0.035166402059854933 -0.089402705798982976 0.011485880225193229 -0.14164793588914645 -0.0084477514815447362 leaf_weight=2.5916987210002844 2.1230449229478836 7.5144440270960331 2.0449163950979701 23.596402410417795 1.2561211809515942 23.847103258616698 leaf_count=30 10 24 12 282 5 848 internal_value=0.000141332 0.00165043 -0.000462092 0.00277333 -0.00222498 0.0014664 internal_weight=62.9737 60.382 58.259 56.2141 48.6996 47.4435 internal_count=1211 1181 1171 1159 1135 1130 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=7 num_cat=0 split_feature=19 3 0 0 0 3 split_gain=0.153347 8.39528e-10 3.50785e-10 1.24584e-09 3.82114e-10 2.58755e-10 threshold=1.0000000180025095e-35 4.5000000000000009 0.00016650000000000001 3.9500000000000005e-05 3.0273270000000005 1.5000000000000002 decision_type=8 10 8 10 8 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.075025211971253364 -0.075017850436632047 -0.075016515602337797 -0.075018936847971174 -0.075074569860594423 -0.075026897268431397 -0.075040161845359665 leaf_weight=0.098921737633645535 0.0087765671341912821 0.09979199372446601 0.038429847998486366 0.006930652860319241 0.042155843890213873 0.022585212311241776 leaf_count=15 66 689 293 5 85 58 internal_value=-0.028287 -0.0750233 -0.075029 -0.0750429 -0.0750268 -0.0750315 internal_weight=0.317592 0.21867 0.118878 0.0157072 0.103171 0.0647411 internal_count=1211 1196 507 71 436 143 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=7 num_cat=0 split_feature=21 21 21 19 21 19 split_gain=0.373066 0.375162 0.737954 0.554325 0.825001 0.603057 threshold=0.14357116100000003 0.31759829255000005 0.46919896295000008 0.13005968095000003 0.76615868215000016 0.49277379045000008 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=0.050062473290541712 -0.033476810567509577 0.085555153969000916 -0.063622556093327523 0.00056059720981506639 0.058359727891511663 -0.061401095928408027 leaf_weight=1.4869125486584378 3.2896525207906961 1.0198303014039991 1.3483432605862615 50.489000219327863 2.4200866594910613 1.6212040409445752 leaf_count=24 18 9 5 1130 16 9 internal_value=0.000580041 -0.000642394 0.00125597 -0.000282562 0.00128361 -0.0013671 internal_weight=61.675 60.1881 56.8985 55.8786 54.5303 52.1102 internal_count=1211 1187 1169 1160 1155 1139 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=7 num_cat=0 split_feature=0 0 4 4 4 8 split_gain=0.359431 1.13302 1.01867 0.914744 0.590092 1.25514 threshold=0.00016650000000000001 0.0011130000000000003 115.00000000000001 126.00000000000001 168.50000000000003 4.4308176195396909 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.056088693234024024 0.068529922655043235 -0.085262303613526574 0.099504085117918861 -0.05011862157642849 0.054736850560142325 -0.0045364265758775111 leaf_weight=1.1442025513388205 2.343876830302178 1.4477640262339253 0.90409684181213279 2.422650145366787 3.9060219442471853 41.84195377555443 leaf_count=71 15 39 2 95 85 904 internal_value=-0.000638005 0.000562131 -0.00259108 -0.00015218 -0.00202259 0.000524403 internal_weight=54.0106 52.8664 50.5225 49.0747 48.1706 45.748 internal_count=1211 1140 1125 1086 1084 989 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=10 5 4 6 10 3 split_gain=0.32646 0.570843 0.578084 0.421974 0.402908 0.398327 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 85.404005820363906 50.000000000000007 12.500000000000002 decision_type=10 10 10 8 10 10 left_child=1 5 -3 -4 -2 -1 right_child=4 2 3 -5 -6 -7 leaf_value=-0.00035419516472122594 0.077365071196596871 -0.080732036699477011 0.078218213429200878 -0.042011038574570392 -0.075646645725666053 0.043432966472441881 leaf_weight=56.038683748527546 1.0122592332772899 1.7387824185061611 0.51226527243852582 0.67867031774949294 0.20733953407034267 2.1575083723291746 leaf_count=829 45 174 6 40 72 45 internal_value=0.000123003 -0.000899132 -0.0439696 0.00970399 0.0513521 0.00126913 internal_weight=62.3455 61.1259 2.92972 1.19094 1.2196 58.1962 internal_count=1211 1094 220 46 117 874 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=7 num_cat=0 split_feature=19 4 3 0 3 7 split_gain=0.146209 1.16206e-09 4.09902e-10 3.03754e-10 2.06735e-10 1.1464e-10 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 1.5000000000000002 74.366900858411057 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075024502221283901 -0.075062918199134354 -0.075018187691999125 -0.075018613273383355 -0.075024875588738868 -0.075037204293207108 -0.075011517037936917 leaf_weight=0.095750048523768783 0.0065930018899962297 0.04354520150081953 0.049722454962648044 0.039136464351031464 0.020845858125539962 0.041991916918505012 leaf_count=15 22 342 257 85 58 432 internal_value=-0.0267432 -0.0750216 -0.0750202 -0.0750245 -0.0750292 -0.0750154 internal_weight=0.297585 0.201835 0.195242 0.103528 0.0599823 0.0917144 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=7 num_cat=0 split_feature=19 19 21 21 20 20 split_gain=0.377969 0.398568 0.742252 0.664731 0.397208 0.520121 threshold=0.79045400760000006 0.73806720815000004 0.16093797035000004 0.31759829255000005 0.18887784125000004 0.46962729790000007 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=0.085176524039604823 0.049120620610036178 -0.05904069709152239 -0.055350823859756509 0.06235855135621822 -0.053165095175592626 0.0015873894928851119 leaf_weight=1.0127905511762945 1.5539566073566664 1.1537243053317059 2.1796300783753395 1.0336390435695646 1.7941446080803869 52.620230044238269 leaf_count=22 13 6 10 7 7 1146 internal_value=0.000430909 -0.000834461 0.000310721 -0.00118077 0.000948621 -0.000217903 internal_weight=61.3481 59.7942 58.6404 57.6276 55.448 54.4144 internal_count=1211 1198 1192 1170 1160 1153 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=5 5 4 4 4 3 split_gain=0.345908 0.595934 0.417367 1.20039 0.924221 1.37232 threshold=59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 192.00000000000003 2.5000000000000004 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.075981809872837994 0.093146322707827842 0.030461818291261961 -0.081623987292597164 0.10450448865619932 -0.087955292889618356 0.0013450351800603493 leaf_weight=0.60090696101542462 0.68266229331493278 3.925678849220275 1.8871938716620196 0.82699552271515031 1.7912921409588296 43.775855581829092 leaf_count=123 2 30 82 16 43 915 internal_value=-0.00053797 0.000319187 -0.000894627 -0.00344417 -0.000264016 -0.00216545 internal_weight=53.4906 52.8897 52.207 48.2813 46.3941 45.5671 internal_count=1211 1088 1086 1056 974 958 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=7 num_cat=0 split_feature=20 20 19 19 21 21 split_gain=0.33885 1.15357 1.20579 1.12895 0.737502 1.00853 threshold=0.44432163585000006 0.46962729790000007 0.79045400760000006 0.76768386320000015 0.19833634335000003 0.33091260600000005 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.024725536183919213 0.098894142248212052 -0.084459963824559281 -0.076237675075912892 0.098635637345670046 0.092111678168958641 0.00035387009653189841 leaf_weight=5.0247304331351188 1.2116620093584061 0.99313330464065075 1.9867214541882265 1.2089804410934437 1.2271079272031782 50.232021488220198 leaf_count=42 3 6 7 3 4 1146 internal_value=0.000166427 0.00236615 0.000264378 0.00309674 0.000894653 0.00254195 internal_weight=61.8844 56.8596 55.648 53.6612 52.4523 51.4591 internal_count=1211 1169 1166 1159 1156 1150 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=7 num_cat=0 split_feature=19 4 3 0 6 5 split_gain=0.141325 9.36584e-10 3.23182e-10 2.39003e-10 1.66061e-10 8.48324e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 104.64423076923079 3216.0000000000005 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075024594014874435 -0.07505849121355862 -0.075016842103739489 -0.075010684465815769 -0.075024676939401777 -0.075040049503940776 -0.07501704658264817 leaf_weight=0.094522898085415363 0.0061234701424837104 0.040254458979688934 0.037532732795625634 0.047263471235055476 0.0082543400567374192 0.047460514960675937 leaf_count=15 22 342 352 120 23 337 internal_value=-0.0246218 -0.07502 -0.0750187 -0.0750227 -0.075027 -0.0750142 internal_weight=0.281412 0.186889 0.180766 0.0957723 0.0555178 0.0849932 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=7 num_cat=0 split_feature=4 5 4 3 5 9 split_gain=0.326097 1.11613 0.623214 1.55363 0.935116 0.360717 threshold=126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 76.000000000000014 7.9955290178288436 decision_type=8 10 8 8 8 10 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.026407971811332094 0.079861578369899683 -0.057226902690146624 -0.081524216940451491 0.067855346260184912 0.0033092876966883153 -0.056572826818710509 leaf_weight=2.8285981826484194 1.0333134401589621 3.6607660613954067 2.1652042083442202 2.2592175342142573 48.170203320798464 1.0273969264235336 leaf_count=44 39 30 18 48 993 39 internal_value=0.000421868 -0.020772 0.00293826 0.00145593 0.00494757 0.00205877 internal_weight=61.1447 6.48936 54.6553 53.622 51.4568 49.1976 internal_count=1211 74 1137 1098 1080 1032 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=0 5 7 4 4 8 split_gain=0.343972 1.51305 1.33501 0.786306 0.83252 1.36844 threshold=0.0045030000000000009 108.50000000000001 55.566117009271714 126.00000000000001 168.50000000000003 4.4308176195396909 decision_type=8 8 10 8 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.065382223039709753 -0.081352421904694508 0.096566767099583978 -0.044188201824530156 -0.083250519035239223 0.060851147248144444 -0.0038435395688926448 leaf_weight=3.0222824661759651 2.3477089914958915 0.84431031346321006 1.7592616120236924 1.1932787597179402 3.5582266468554726 40.301010240713367 leaf_count=81 150 2 20 28 43 887 internal_value=-0.000515067 -0.00305064 0.0250682 0.000954639 -0.000837188 0.00140503 internal_weight=53.0261 48.2445 4.78154 45.8968 45.0525 43.8592 internal_count=1211 1110 101 960 958 930 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=7 num_cat=0 split_feature=10 5 4 6 2 16 split_gain=0.301029 0.521052 0.53836 0.385031 0.383902 0.710388 threshold=41.000000000000007 4795.5000000000009 34785.500000000007 122.62121137189175 16.500000000000004 1.0000000180025095e-35 decision_type=10 10 10 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0019203474626484725 0.051248836546775534 -0.080441697421128236 0.077971363629135884 -0.039860924366171613 0.054958592307733367 -0.064734088883965465 leaf_weight=54.694470033689868 1.1311266352422524 1.6151748605916503 0.47583007439970948 0.66468759474810213 1.2989797104964953 1.6471109233243613 leaf_count=676 117 174 6 40 83 115 internal_value=0.000137269 -0.00081997 -0.0433 0.00929934 0.00121092 -2.82533e-05 internal_weight=61.5274 60.3963 2.75569 1.14052 57.6406 56.3416 internal_count=1211 1094 220 46 874 791 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=19 4 3 0 6 7 split_gain=0.129842 7.20018e-10 2.57308e-10 1.88213e-10 1.31369e-10 7.19555e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 104.64423076923079 74.366900858411057 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075022788707397647 -0.075053808635539135 -0.075015626503013105 -0.075015979159464535 -0.075022866294713914 -0.075037075391173824 -0.075009889365191415 leaf_weight=0.086722329258918762 0.005605063372058793 0.037013089331594529 0.042349591402853548 0.043781339678389486 0.007642481228685937 0.035808112783797696 leaf_count=15 22 342 257 120 23 432 internal_value=-0.0247643 -0.0750186 -0.0750174 -0.0750211 -0.075025 -0.0750132 internal_weight=0.258922 0.1722 0.166595 0.0884369 0.0514238 0.0781577 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=7 num_cat=0 split_feature=15 16 9 9 4 4 split_gain=0.329936 0.829611 0.491602 0.939995 1.26717 0.919965 threshold=4.5000000000000009 2.0000000000000004 6.0917474004837473 5.7067037458915086 467.50000000000006 219.50000000000003 decision_type=10 8 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.00333933747867112 -0.059979532248272384 0.06678529773382115 0.018121944203798455 -0.040065352148237476 0.064935538870747295 -0.04658452296910822 leaf_weight=29.994068624451756 2.3348214364377777 0.66283489228226233 14.340307928854598 5.9749279515817753 3.004037113627418 4.2090622978284946 leaf_count=315 98 91 463 123 80 41 internal_value=0.000394327 -0.0319496 0.00207986 -0.00324754 0.00266486 -0.00280433 internal_weight=60.5201 2.99766 57.5224 43.1821 37.2072 34.2031 internal_count=1211 189 1022 559 436 356 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=7 num_cat=0 split_feature=6 5 0 0 9 0 split_gain=0.346318 1.13426 0.650387 1.88613 0.93812 1.7684 threshold=125.38956572919442 15788.000000000002 5.0057140000000011 0.084130500000000011 5.8509998273357491 0.0045030000000000009 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0038671352008614827 -0.074977295011734502 0.042262820092805027 0.02106713100980992 -0.071243145225033042 0.043558978175525502 -0.081406783693079326 leaf_weight=24.851808821316812 2.197629963571671 1.3213665472576392 12.628561979625372 3.8722324938862576 4.7694003444048567 2.6957103821914634 leaf_count=162 75 47 204 433 136 154 internal_value=-0.000656207 -0.0309542 0.0015278 -0.00529064 0.00261183 -0.00447749 internal_weight=52.3367 3.519 48.8177 36.1892 32.3169 27.5475 internal_count=1211 122 1089 885 452 316 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=20 20 20 21 20 21 split_gain=0.30504 0.994937 0.649844 0.489151 0.487314 0.542439 threshold=0.44432163585000006 0.46962729790000007 0.86147496925000011 0.33091260600000005 0.81809574395000006 0.52866869640000014 decision_type=8 8 10 10 10 10 left_child=3 -2 4 -1 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0079068202274986971 0.093051941298468527 0.003441857947956753 -0.082424220418616995 -0.054645172286726731 0.069413455167424629 -0.034792857182786199 leaf_weight=2.4991893095939304 1.1849596872925758 48.614277516157017 0.93046890199184318 2.5013942234218121 1.0472609549760807 4.0171337574720374 leaf_count=27 3 1139 10 15 3 14 internal_value=0.000277837 0.00239845 0.000431369 -0.023383 0.00186759 0.000523563 internal_weight=60.7947 55.7941 54.6091 5.00058 53.6787 52.6314 internal_count=1211 1169 1166 42 1156 1153 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=7 num_cat=0 split_feature=19 4 3 5 8 7 split_gain=0.12387 5.68377e-10 2.04717e-10 1.38893e-10 9.94613e-11 5.78723e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 108.50000000000001 6.0428078978400217 74.366900858411057 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075022502512638825 -0.0750497491035369 -0.075013343185870079 -0.075014774934698339 -0.075020812482553975 -0.075034487285438212 -0.075009060620271101 leaf_weight=0.084293906111270189 0.0051826373382937154 0.025359444061905378 0.038810706532785844 0.050549412668260629 0.0059442253586894358 0.032618899886983854 leaf_count=15 22 210 257 252 23 432 internal_value=-0.0229185 -0.0750172 -0.0750161 -0.0750195 -0.0750223 -0.0750122 internal_weight=0.242759 0.158465 0.153283 0.0818531 0.0564936 0.0714296 internal_count=1211 1196 1174 485 275 689 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=7 num_cat=0 split_feature=7 7 7 9 10 9 split_gain=0.328384 0.587051 0.658645 0.632106 0.538346 0.425989 threshold=83.814145346247159 79.482860341514581 76.620775124742622 6.0503829548602548 30.500000000000004 6.7070240619093333 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -3 right_child=-2 5 3 -5 -6 -7 leaf_value=0.00044886298163968855 0.047836245706414079 -0.085867005216660838 -0.079218334237137422 0.067023249574526697 -0.059657690607396022 0.0049167314367592864 leaf_weight=51.890111015527509 1.4214732646942128 1.3659214600920671 0.33706618100404684 2.4003207226051018 1.5341653103241686 0.83152270177379239 leaf_count=823 12 7 3 157 98 111 internal_value=0.000346952 -0.000809761 0.00117415 0.0490159 -0.00127719 -0.051514 internal_weight=59.7806 58.3591 56.1617 2.73739 53.4243 2.19744 internal_count=1211 1199 1081 160 921 118 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=19 20 20 20 20 21 split_gain=0.334055 1.14113 0.952656 1.58389 1.41551 1.09078 threshold=0.21802427155000004 0.79454162265000006 0.67049273065000015 0.64199058305000012 0.59697028310000011 0.19833634335000003 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.031227249624935061 -0.10146562926544343 0.058080433373718432 -0.068247488286563365 0.10350591524854942 -0.13232849888840578 0.0022750669270760644 leaf_weight=3.3335911858011968 1.0402599349617956 3.3195913955569258 2.1116819009184828 1.4440041780471791 0.82981976121663947 39.446156508987769 leaf_count=30 6 11 8 3 3 1150 internal_value=-0.000612641 0.00150509 -0.00268031 0.000557672 -0.00304037 -0.000390452 internal_weight=51.5251 48.1915 44.8719 42.7602 41.3162 40.4864 internal_count=1211 1181 1170 1162 1159 1156 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=7 num_cat=0 split_feature=5 6 4 0 2 0 split_gain=0.280285 1.94662 1.60304 1.57813 1.40451 1.36305 threshold=161.00000000000003 75.960088727179922 219.50000000000003 0.10875250000000002 1.5000000000000002 0.066242500000000024 decision_type=8 8 8 8 10 10 left_child=2 -2 4 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.0054224089360864342 -0.099441924383771765 -0.080407656018015111 0.062164216007943786 0.0056221988873813127 -0.061483435493547324 0.081568766669296619 leaf_weight=9.5754545945674199 2.0499403330031774 2.2654781779128816 4.5436875112354747 36.265701582953625 3.4641201123595229 2.2185101285576811 leaf_count=141 40 189 38 710 65 28 internal_value=0.000271419 -0.00448777 0.0100248 0.00056399 -0.0055018 0.0109411 internal_weight=60.3829 40.5811 19.8018 38.5312 15.2581 11.794 internal_count=1211 939 272 899 234 169 is_linear=0 shrinkage=0.1 Tree=348 num_leaves=7 num_cat=0 split_feature=20 4 3 0 3 7 split_gain=0.113384 4.61847e-10 1.60964e-10 1.19479e-10 7.53021e-11 4.60448e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 1.5000000000000002 74.366900858411057 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075021518557607594 -0.075046335956075252 -0.07501332781409592 -0.075013677020537045 -0.07501838615663306 -0.075027101848877009 -0.075008374591362281 leaf_weight=0.076846836600452662 0.0048219046002486712 0.031521514334599487 0.035916594721129513 0.028659513860475272 0.015154812630498782 0.03010281266824677 leaf_count=15 22 342 257 85 58 432 internal_value=-0.0233179 -0.0750159 -0.0750149 -0.075018 -0.0750214 -0.0750113 internal_weight=0.223024 0.146177 0.141355 0.0753358 0.0438143 0.0660194 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 9 split_gain=0.318733 1.52934 1.31589 1.32237 1.6422 1.205 threshold=0.06754300000000002 0.059867500000000004 0.10875250000000002 164.50000000000003 343.00000000000006 6.0431045203568301 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.0029659520172216954 0.072591007724711595 -0.12068198027970503 -0.065455312468943219 0.067993942478510011 -0.04389703782477869 0.007088435537281286 leaf_weight=16.116111831972379 2.7030173286329946 1.1847931938245881 2.8248447179794303 3.7768989987671366 5.5954815037548533 27.017981501179747 leaf_count=328 67 12 20 52 103 629 internal_value=0.000392226 -0.0110273 0.00510542 0.000453786 0.00557006 -0.00165913 internal_weight=59.2191 17.3009 41.9182 39.2152 36.3904 32.6135 internal_count=1211 340 871 804 784 732 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=7 num_cat=0 split_feature=2 4 3 4 4 5 split_gain=0.317454 1.24003 0.955757 2.09242 1.30591 0.847696 threshold=12.500000000000002 6248.5000000000009 6.5000000000000009 343.00000000000006 2306.5000000000005 41149.000000000007 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -4 -2 right_child=5 -3 4 -5 -6 -7 leaf_value=0.00088645440795091053 -0.040095372597483608 0.069583748444007207 0.053304965733140752 -0.074391574446016268 -0.061231235400971196 0.038726707091777217 leaf_weight=30.217359938076697 5.3531344252405679 2.6050965015310785 5.5575847043655804 4.2064396803034461 1.2126784115098415 1.8311273605795575 leaf_count=355 309 54 158 231 58 46 internal_value=-0.000521626 0.00267421 -0.00155712 -0.0083122 0.0327894 -0.0200052 internal_weight=50.9834 43.7992 41.1941 34.4238 6.77026 7.18426 internal_count=1211 856 802 586 216 355 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=7 num_cat=0 split_feature=20 20 19 19 21 21 split_gain=0.283143 0.841923 1.02943 1.02656 0.678321 1.45106 threshold=0.44432163585000006 0.46962729790000007 0.79045400760000006 0.73806720815000004 0.62272809245000016 0.5633073943500001 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.022792096389223991 0.087444606076946207 -9.0310241097590373e-05 -0.071008273927193763 0.071283412978039293 -0.054800479214775655 0.11344703576239111 leaf_weight=4.9376756104284141 1.134883888065815 46.305005087902828 1.9452507905662049 2.1173419281840316 2.1466525569558135 1.1537092253565777 leaf_count=42 3 1139 7 6 11 3 internal_value=0.000143411 0.00220987 0.000407467 0.00309336 0.000182752 0.00266975 internal_weight=59.7405 54.8028 53.668 51.7227 49.6054 47.4587 internal_count=1211 1169 1166 1159 1153 1142 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=7 num_cat=0 split_feature=19 4 3 0 3 5 split_gain=0.105595 3.71489e-10 1.28752e-10 9.27297e-11 5.57501e-11 3.69595e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 1.5000000000000002 3216.0000000000005 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075020284834670867 -0.075043013566983591 -0.075012366090145596 -0.075007568712428224 -0.075017073882613472 -0.075024894373290671 -0.075012542810657723 leaf_weight=0.071955987252295017 0.0044792568078264585 0.029230355299660005 0.026671406235891482 0.026545197499217466 0.013882654486224055 0.033956641933400533 leaf_count=15 22 342 352 85 58 337 internal_value=-0.0227903 -0.0750147 -0.0750137 -0.0750167 -0.0750198 -0.0750104 internal_weight=0.206721 0.134766 0.130286 0.0696582 0.0404279 0.060628 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=353 num_leaves=7 num_cat=0 split_feature=15 16 3 5 0 3 split_gain=0.317275 0.697775 0.504095 0.830967 0.710714 1.22315 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 41149.000000000007 8.0202915000000008 2.5000000000000004 decision_type=10 10 10 10 10 8 left_child=2 -2 4 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.0040937516683905292 -0.058439084456410585 0.065734345874693095 0.065637616977756066 -0.026872342986945033 0.0091476236991389417 -0.071889786060206989 leaf_weight=44.107239314704202 2.1857344694435592 0.57070074253715564 2.900809191807638 1.4595041947904972 3.9298371449112883 3.5406694933772087 leaf_count=800 98 91 87 44 46 45 internal_value=0.00039082 -0.0327298 0.00202289 0.0346723 -0.000737241 -0.0292603 internal_weight=58.6945 2.75644 55.9381 4.36031 51.5777 7.47051 internal_count=1211 189 1022 131 891 91 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=7 num_cat=0 split_feature=5 5 4 4 4 3 split_gain=0.313309 0.523234 0.309024 1.00431 0.769634 1.1319 threshold=59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 192.00000000000003 2.5000000000000004 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076012184853131257 0.090477552082614834 0.027494421539504838 -0.080790928736646686 0.095495552246494253 -0.086111977453404459 0.0011768902278109202 leaf_weight=0.54173424746841092 0.63729450106620689 3.5972069557756177 1.5992924808524538 0.82607823237776656 1.5407610803376872 41.468567007599631 leaf_count=123 2 30 82 16 43 915 internal_value=-0.000374619 0.000450348 -0.000719785 -0.00295359 -0.000113772 -0.00195014 internal_weight=50.2109 49.6692 49.0319 45.4347 43.8354 43.0093 internal_count=1211 1088 1086 1056 974 958 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=7 num_cat=0 split_feature=9 9 7 9 0 8 split_gain=0.276043 0.534817 0.51866 0.507322 1.62364 1.27035 threshold=7.8464943593056891 7.5630913137471625 76.306935986487204 6.0865556372042251 10.319922000000002 5.2927476730057128 decision_type=10 10 8 10 10 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.0035866790343961757 -0.030881576330023797 0.067909839611862408 -0.031591310847568443 -0.066077406856313345 0.046210677637454504 0.045207778628466977 leaf_weight=41.646408747066744 2.7578539800306308 2.1567432725569229 0.691947221814189 3.8648368814247069 1.9311595596373079 6.1196330616949117 leaf_count=428 343 27 124 148 16 125 internal_value=9.83969e-06 0.00152008 0.043741 -0.00072543 -0.0286643 0.00266471 internal_weight=59.1686 56.4107 2.84869 53.562 5.796 47.766 internal_count=1211 868 151 717 164 553 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=7 num_cat=0 split_feature=19 4 3 0 3 5 split_gain=0.100695 3.02017e-10 1.00192e-10 7.2504e-11 4.19832e-11 2.99004e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 1.5000000000000002 3216.0000000000005 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075020060925346299 -0.075040096272962778 -0.075011440174986649 -0.075006997217860083 -0.075015833052737665 -0.075022898381565686 -0.075011656896938964 leaf_weight=0.069850323488935828 0.0041650654166005543 0.026928764244075865 0.024567625218878675 0.02463443755186745 0.012770033368724398 0.031335627877979277 leaf_count=15 22 342 352 85 58 337 internal_value=-0.0210636 -0.0750136 -0.0750127 -0.0750154 -0.0750182 -0.0750096 internal_weight=0.194252 0.124402 0.120236 0.0643332 0.0374045 0.0559033 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=7 num_cat=0 split_feature=8 8 10 13 2 8 split_gain=0.32253 0.645758 0.516203 0.686329 0.671882 0.601408 threshold=7.2680146144134401 6.9301478636517562 19.500000000000004 49191.500000000007 9.5000000000000018 4.8797861100816222 decision_type=10 10 10 10 10 10 left_child=1 2 4 -4 -1 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.0017913875812628549 -0.031729419037770761 0.064825858103609746 0.063460647719801686 -0.075684407039956006 -0.049722302168625609 0.047043928573550886 leaf_weight=45.499593004002236 2.9684935153927645 1.5942254581022997 0.44512214243877624 1.7408657881896941 0.73731241002678771 4.982921973336488 leaf_count=576 86 60 145 66 9 269 internal_value=0.000377752 0.00211066 0.000238538 -0.047351 0.00226959 0.0345712 internal_weight=57.9685 55 53.4058 2.18599 51.2198 5.72023 internal_count=1211 1125 1065 211 854 278 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=7 num_cat=0 split_feature=0 5 3 4 4 8 split_gain=0.318605 1.32425 0.776094 0.639297 0.710994 1.07103 threshold=0.0045030000000000009 108.50000000000001 1.5000000000000002 126.00000000000001 168.50000000000003 4.4308176195396909 decision_type=8 8 10 8 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.061428450091853139 -0.081183789859912342 0.092558594106211867 -0.024505184034245165 -0.082055222212814499 0.056637981315099256 -0.0033022355197270788 leaf_weight=2.5219446871196842 2.0570928684901437 0.74840599298477073 1.8018420534790491 1.0471085719764222 3.2337725162506095 38.137857453752076 leaf_count=79 150 2 22 28 43 887 internal_value=-0.000316321 -0.0027958 0.0256175 0.000939716 -0.000676743 0.00138293 internal_weight=49.548 45.2242 4.32379 43.1671 42.4187 41.3716 internal_count=1211 1110 101 960 958 930 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=7 num_cat=0 split_feature=0 7 7 0 0 0 split_gain=0.28931 1.16875 0.623457 0.531185 1.13516 0.679652 threshold=23.872839500000005 81.226848822243241 81.18975582857793 10.010986000000001 7.735030000000001 0.15951900000000005 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.0022290297039290136 -0.060705900299870733 0.044269057524892651 -0.06971733902406034 0.038840567130826613 -0.068664044555466583 0.027145556829523777 leaf_weight=36.311432659222191 3.0280594988726071 1.6323350444436071 1.1842902237549413 3.966125310631468 2.245153726078569 10.058579191783791 leaf_count=535 113 9 38 51 31 434 internal_value=-3.6508e-05 -0.0239377 0.00203524 0.00365133 0.000780521 0.0041429 internal_weight=58.426 4.66039 53.7656 52.5813 48.6152 46.37 internal_count=1211 122 1089 1051 1000 969 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=7 num_cat=0 split_feature=19 4 3 0 6 7 split_gain=0.0943293 2.4006e-10 8.38381e-11 6.02584e-11 3.74045e-11 2.40316e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 104.64423076923079 74.366900858411057 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075019684606087614 -0.075037193600179811 -0.075010637491209231 -0.075010881661447204 -0.075015725615174222 -0.075024997017725012 -0.07500654362559514 leaf_weight=0.065975423669442534 0.0038660567079205057 0.024851549655068084 0.02775488683482763 0.029640947144798702 0.0051001670217374331 0.023653131112723713 leaf_count=15 22 342 257 120 23 432 internal_value=-0.0202774 -0.0750127 -0.0750118 -0.0750144 -0.0750171 -0.0750089 internal_weight=0.180842 0.114867 0.111001 0.0595927 0.0347411 0.051408 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=7 num_cat=0 split_feature=2 2 4 4 0 9 split_gain=0.323432 1.56973 1.33779 1.08508 1.05556 1.94947 threshold=3.5000000000000004 4.5000000000000009 219.50000000000003 467.50000000000006 4.9672220000000005 7.481398721155478 decision_type=8 8 8 8 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.0029912325859427977 0.083993303585367302 -0.088067816073469307 -0.060356228457404792 0.030457323245643372 -0.079438022467445302 0.0041809154846864085 leaf_weight=16.938568357378248 2.4147540526464573 1.3278123311465595 4.1506268186494699 10.385872244427444 3.2721633841283646 18.846396899898537 leaf_count=242 41 11 37 554 70 256 internal_value=0.000370159 0.00609906 -0.00947637 0.000539407 0.00415903 -0.00818946 internal_weight=57.3362 36.247 21.0892 33.8322 32.5044 22.1186 internal_count=1211 932 279 891 880 326 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 8 split_gain=0.29641 0.467375 1.15256 0.577962 0.894632 0.592724 threshold=59.000000000000007 0.0045030000000000009 108.50000000000001 126.00000000000001 3.5000000000000004 4.4308176195396909 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.076027262384393057 0.033920654752851699 -0.081161816787922753 0.054856632087083058 -0.078214102458936341 0.053040538610063914 -0.0016943215528704915 leaf_weight=0.51208868925459583 3.8414968922152175 1.7849692106246937 1.8940975349396456 1.4711249985266466 2.0894495882093898 37.240986504300963 leaf_count=123 32 96 13 105 19 823 internal_value=-0.000346674 0.000455343 -0.00243483 0.00085649 -0.00165031 0.0012135 internal_weight=48.8342 48.3221 44.4806 42.6957 40.8016 39.3304 internal_count=1211 1088 1056 960 947 842 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=7 num_cat=0 split_feature=19 21 19 20 19 19 split_gain=0.421762 0.987155 0.389352 1.2836 1.76575 1.8257 threshold=0.056355504000000008 0.83664054010000011 0.26668451185000003 0.79454162265000006 0.60557055170000018 0.68175770400000013 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.066211638778595622 -0.039704373602486298 -0.092772283905839747 0.072138940569060631 -0.087047262581235851 -0.090874339430174061 0.0042652516617389868 leaf_weight=0.94600803240609821 2.2783758938312531 1.1511845551431168 3.6613197848200798 1.5540177933871735 2.109194453805685 46.144223621296987 leaf_count=18 14 12 12 9 9 1137 internal_value=-1.08387e-05 -0.00111187 0.000780925 0.00250606 0.00518675 0.000106626 internal_weight=57.8443 56.8983 55.7471 53.4688 51.9147 48.2534 internal_count=1211 1193 1181 1167 1158 1146 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=7 num_cat=0 split_feature=19 4 3 0 6 7 split_gain=0.0886011 1.91702e-10 6.61413e-11 4.6848e-11 3.04363e-11 1.87154e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 106.06413479904886 74.366900858411057 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075018830003700243 -0.075034460176897994 -0.075009826307254862 -0.075010016672800106 -0.075014534230307656 -0.075023566486333515 -0.075006025252000286 leaf_weight=0.062694553518667817 0.0035805297666229299 0.022892772665727534 0.025501986927793041 0.027699919915903592 0.0043114623913425012 0.021780710633038325 leaf_count=15 22 342 257 124 19 432 internal_value=-0.0191766 -0.0750117 -0.0750109 -0.0750133 -0.0750158 -0.0750082 internal_weight=0.168462 0.105767 0.102187 0.0549042 0.0320114 0.0472827 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 2 split_gain=0.321073 1.32712 1.10924 1.13163 1.34936 0.89161 threshold=0.06754300000000002 0.059867500000000004 0.10875250000000002 164.50000000000003 343.00000000000006 3.5000000000000004 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=-0.0034939758315313853 0.069923263393859417 -0.11406588429465536 -0.061325293038506715 0.064251101253015738 -0.08146884943934829 0.0027544477491019416 leaf_weight=15.685308785061354 2.4916214749682686 1.1661759801208962 2.7014518082141867 3.5528693981468669 1.3125983774662042 29.63585843652254 leaf_count=328 67 12 20 52 9 723 internal_value=0.000419134 -0.0111459 0.00532884 0.00100269 0.00588297 -0.000817665 internal_weight=56.5459 16.8515 39.6944 37.2028 34.5013 30.9485 internal_count=1211 340 871 804 784 732 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 19 split_gain=0.312725 0.988474 1.14992 0.553352 2.52862 0.800745 threshold=0.76768386320000015 0.60557055170000018 0.49277379045000008 0.31759829255000005 0.62272809245000016 0.26668451185000003 decision_type=10 10 10 8 8 8 left_child=1 2 3 -1 -5 -6 right_child=-2 -3 -4 4 5 -7 leaf_value=0.048291611458325147 -0.025772889399106436 0.040724151180874073 -0.096846244856619815 -0.11942563335355039 0.057430904556687382 -0.0016607331412295291 leaf_weight=2.1940568194549996 4.3922613710165015 5.7844157740473738 1.2794318124651898 1.7842058315873144 2.481862835586071 30.167189146726741 leaf_count=25 16 15 9 8 7 1131 internal_value=-0.000337609 0.00221939 -0.00365628 -0.00040105 -0.0035037 0.0028312 internal_weight=48.0834 43.6912 37.9067 36.6273 34.4333 32.6491 internal_count=1211 1195 1180 1171 1146 1138 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=7 num_cat=0 split_feature=10 5 6 7 0 7 split_gain=0.28035 0.486312 0.434393 0.384355 1.24201 1.04289 threshold=41.000000000000007 4795.5000000000009 84.087116646865866 76.306935986487204 31.825229500000003 69.792058971722028 decision_type=10 10 10 10 10 10 left_child=1 3 -3 5 -5 -1 right_child=-2 2 -4 4 -6 -7 leaf_value=-0.0017491524294588362 0.052470974473192725 0.061098005847856074 -0.061161702746695336 -0.054162358458649286 0.055957922196876821 0.042893093870987713 leaf_weight=42.197259524458786 0.99757045623846252 0.33661291096359436 2.1266688852665538 3.8347358948376487 1.3974640518426893 5.973759268061257 leaf_count=557 117 7 213 184 9 124 internal_value=-7.45004e-05 -0.00101277 -0.0444546 0.000991034 -0.0247504 0.003787 internal_weight=56.8641 55.8665 2.46328 53.4032 5.2322 48.171 internal_count=1211 1094 220 874 193 681 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=7 num_cat=0 split_feature=19 4 3 0 6 5 split_gain=0.0830745 1.54542e-10 5.03055e-11 3.36323e-11 2.22969e-11 1.58275e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 106.06413479904886 3216.0000000000005 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075017753381904376 -0.075032029740048661 -0.075009225191388959 -0.075005459299470251 -0.075013365381591549 -0.075021460114547786 -0.075009299204604293 leaf_weight=0.059362963191233575 0.0033301122020930043 0.021248958850264899 0.01905995117567727 0.025429963894566754 0.0039284960439545094 0.024573613821985418 leaf_count=15 22 342 352 124 19 337 internal_value=-0.01826 -0.0750109 -0.0750101 -0.0750123 -0.0750144 -0.0750076 internal_weight=0.156934 0.0975711 0.094241 0.0506074 0.0293585 0.0436336 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=7 num_cat=0 split_feature=21 20 21 19 20 4 split_gain=0.31215 0.347706 0.545857 0.525021 0.56993 1.16656 threshold=0.14357116100000003 0.6956688753000001 0.90678400470000009 0.39953208990000005 0.67049273065000015 129637.50000000001 decision_type=8 10 10 8 8 8 left_child=-1 2 3 -2 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.046277212855373673 0.050400047070734581 -0.030627762368699952 0.079193416766640157 -0.035167522226486017 -0.00082014592309974572 0.11411501397561884 leaf_weight=1.4537844278966074 1.9907792620360849 3.6183761954307547 0.88746295869350333 4.6788061950355768 42.567466378270183 0.90178953856229682 leaf_count=24 14 19 6 26 1108 14 internal_value=0.000544134 -0.000672563 0.00145162 7.55809e-05 -0.00200519 0.00156424 internal_weight=56.0985 54.6447 51.0263 50.1388 48.1481 43.4693 internal_count=1211 1187 1168 1162 1148 1122 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 20 split_gain=0.319787 0.815135 1.03791 1.9626 1.27619 1.43911 threshold=0.39953208990000005 0.47672111840000003 0.60557055170000018 0.66260766915000013 0.46962729790000007 0.51009190655000014 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.021282071375241168 0.064399247935808687 -0.076001682091276668 0.090357145420817922 -0.097191207188510945 0.1169508791327134 -0.0026663342822884021 leaf_weight=6.316046854481101 2.046967402100563 1.732533626258373 2.4152688756585121 1.3772428706288335 1.0377541184425352 32.651017896350822 leaf_count=42 6 12 6 7 2 1136 internal_value=-0.000327517 0.00288013 -0.00033118 0.00316661 -0.00283888 0.00101837 internal_weight=47.5768 41.2608 39.2138 37.4813 35.066 33.6888 internal_count=1211 1169 1163 1151 1145 1138 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=7 num_cat=0 split_feature=19 21 19 20 19 19 split_gain=0.401108 0.904552 0.341861 1.16023 1.46976 1.60123 threshold=0.056355504000000008 0.83664054010000011 0.26668451185000003 0.79454162265000006 0.60557055170000018 0.68175770400000013 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.064896397263538588 -0.037844183130831849 -0.092068600358470823 0.067276554901188196 -0.086221763532724538 -0.08901677985733325 0.003847113545133082 leaf_weight=0.9304348039731849 2.2301663458347321 1.0767828002572049 3.4904212430119514 1.4445998212322582 1.9366508089005945 45.021915309451288 leaf_count=18 14 12 12 9 9 1137 internal_value=-0.000215162 -0.00131265 0.000492921 0.00214049 0.00467073 1.72493e-05 internal_weight=56.131 55.2005 54.1238 51.8936 50.449 46.9586 internal_count=1211 1193 1181 1167 1158 1146 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=7 num_cat=0 split_feature=19 4 3 0 6 5 split_gain=0.0786789 1.22574e-10 3.9173e-11 2.61833e-11 1.80221e-11 1.26371e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 106.06413479904886 3216.0000000000005 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075017238123940497 -0.075029634877980353 -0.0750085506527539 -0.075005065420179776 -0.075012325032681973 -0.075019889174609417 -0.075008628337327798 leaf_weight=0.057048702845349908 0.0030841127590974784 0.019704894941241946 0.017676715628567763 0.023367642592347693 0.0036405533683137028 0.022788728635305233 leaf_count=15 22 342 352 124 19 337 internal_value=-0.0169096 -0.07501 -0.0750093 -0.0750113 -0.0750133 -0.0750071 internal_weight=0.147311 0.0902626 0.0871785 0.0467131 0.0270082 0.0404654 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=7 num_cat=0 split_feature=15 16 7 7 0 9 split_gain=0.308217 0.607015 0.418758 1.204 0.70362 0.988082 threshold=4.5000000000000009 2.0000000000000004 73.565496186226582 72.192781170150241 0.27220900000000009 7.9966239479282715 decision_type=10 8 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0012350464150125747 -0.056921270515122982 0.065805844473157668 -0.012994527705130944 -0.083581041309219214 0.051051134643436247 -0.069711128026321359 leaf_weight=40.141796208568849 2.0753950849175449 0.50013041135389347 4.2460983456112427 1.7464827159419645 6.4366421356680803 0.75724175991490472 leaf_count=603 98 91 174 16 204 25 internal_value=0.000697899 -0.0330894 0.00232968 -0.00230126 0.0192862 0.0383395 internal_weight=55.9038 2.57553 53.3283 41.8883 11.44 7.19388 internal_count=1211 189 1022 619 403 229 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=7 num_cat=0 split_feature=0 4 4 4 8 8 split_gain=0.309947 0.628026 0.482232 1.05804 0.984995 0.870729 threshold=60.179807500000003 65648.500000000015 5882.0000000000009 7256.5000000000009 6.5822395155577249 5.246858042816462 decision_type=10 10 10 10 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=0.0025208726516022582 0.054424390483848617 -0.087343328976350845 0.090113904940441733 -0.065345341868784296 0.030458568848501066 -0.037289555123919425 leaf_weight=31.651035149930976 1.0085437656380225 0.83897638088092108 1.8054324467666436 1.5527748666354453 3.4744796399318147 6.6479709407140026 leaf_count=417 14 22 48 109 126 475 internal_value=-0.00041392 -0.00161701 -2.33984e-05 0.0244495 0.000867486 -0.00438945 internal_weight=46.9792 45.9707 45.1317 6.83269 5.02725 38.299 internal_count=1211 1197 1175 283 235 892 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=7 num_cat=0 split_feature=19 21 5 6 0 4 split_gain=0.363993 0.823 0.321799 1.5051 1.34985 1.30656 threshold=0.056355504000000008 0.83664054010000011 161.00000000000003 75.960088727179922 0.10875250000000002 219.50000000000003 decision_type=8 10 10 10 10 10 left_child=-1 2 5 -4 -5 -2 right_child=1 -3 3 4 -6 -7 leaf_value=0.062508149428724957 -0.00096232032776804677 -0.091190739456373085 -0.095577136849172753 -0.079626783796068551 0.0084726381861209253 0.059815172212431246 leaf_weight=0.90739954502350884 29.542763063684106 1.0009952895343293 1.8522073803469563 1.9476077578947322 16.24956585932523 4.0181502848863593 leaf_count=18 295 12 36 178 634 38 internal_value=-0.000307619 -0.00135134 0.000326113 -0.00969774 -0.00095647 0.00631439 internal_weight=55.5187 54.6113 53.6103 20.0494 18.1972 33.5609 internal_count=1211 1193 1181 848 812 333 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=7 num_cat=0 split_feature=19 4 3 0 3 5 split_gain=0.0747319 9.88259e-11 3.00949e-11 2.04685e-11 1.13261e-11 9.76329e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 1.5000000000000002 4118.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075017082766074605 -0.075027508014819957 -0.075007840128565206 -0.075004891134714702 -0.075010733832380411 -0.075015249416078345 -0.075008138745432218 leaf_weight=0.055415930808521807 0.0028612764581339425 0.018121283253094589 0.018631016219387675 0.016426057871285593 0.0083926852021249942 0.018398289130345802 leaf_count=15 22 342 421 85 58 268 internal_value=-0.0148714 -0.0750092 -0.0750086 -0.0750104 -0.0750123 -0.0750065 internal_weight=0.138247 0.0828306 0.0799693 0.04294 0.0248187 0.0370293 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=377 num_leaves=7 num_cat=0 split_feature=15 16 9 6 7 10 split_gain=0.285231 0.5405 0.389174 0.815592 1.42355 0.808524 threshold=4.5000000000000009 2.0000000000000004 6.0917474004837473 92.018638466622647 73.565496186226582 30.500000000000004 decision_type=10 10 10 8 8 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0025776061512995316 -0.055209676377657405 0.064670673475286045 0.096692201854552656 -0.055023674978744323 0.04027360393113516 -0.055997134673196773 leaf_weight=40.266760891419835 1.9980100791435682 0.46330783027224232 1.1823875233530969 2.6269138250499955 7.5535690940450877 0.98628471791744221 leaf_count=559 98 91 45 38 326 54 internal_value=0.000628692 -0.0326439 0.00218515 0.017715 0.00935256 0.0291551 internal_weight=55.0772 2.46132 52.6159 12.3492 11.1668 8.53985 internal_count=1211 189 1022 463 418 380 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=7 num_cat=0 split_feature=5 3 4 8 11 3 split_gain=0.36552 0.869129 0.80212 1.16631 1.33684 0.843317 threshold=11066.000000000002 13.500000000000002 6248.5000000000009 5.246858042816462 11.500000000000002 5.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.0023852114614797471 0.027582269400744236 -0.062450755620294285 0.046104875087961739 -0.078589773414639907 0.054624790485638057 0.054966298771906189 leaf_weight=28.749495921772908 4.2451877534622318 2.3384885829000259 3.4848741632886222 3.6562061990844077 0.94880267811822694 2.81493873335421 leaf_count=388 121 101 148 374 53 26 internal_value=-0.000381459 -0.0032084 0.000285229 -0.00412943 -0.0511426 0.00272944 internal_weight=46.238 41.9928 39.6543 36.1694 4.60501 31.5644 internal_count=1211 1090 989 841 427 414 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=7 num_cat=0 split_feature=8 2 2 5 5 5 split_gain=0.317825 0.785026 0.728174 1.73883 1.39158 1.33073 threshold=5.6744042622234678 3.5000000000000004 6.5000000000000009 528.50000000000011 276.00000000000006 161.00000000000003 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0044260161692551035 0.033986867193061689 -0.036366697260699347 0.037432288846903576 -0.090014967483817931 0.083959794436633151 -0.064910490408569804 leaf_weight=33.938967402093112 2.1344908177852613 6.1725046539977484 5.4103736875113091 2.1098873624578109 2.0224939579493357 3.0138058625161639 leaf_count=331 22 605 163 32 13 45 internal_value=-0.000272483 -0.0182893 0.00294644 -0.00159489 0.00319164 -0.00122895 internal_weight=54.8025 8.307 46.4955 41.0852 38.9753 36.9528 internal_count=1211 627 584 421 389 376 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=7 num_cat=0 split_feature=19 4 3 0 3 5 split_gain=0.0707706 7.83119e-11 2.39777e-11 1.63234e-11 8.58899e-12 8.04252e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 1.5000000000000002 4118.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.075016905644946744 -0.075025443958868995 -0.075007236280523137 -0.075004434848227608 -0.075009965361612752 -0.075014057063872083 -0.075007528015856251 leaf_weight=0.053646100219339132 0.0026509218296268946 0.016725365759157285 0.01678954297835844 0.015236152969009709 0.0077344936144072554 0.016834217781934058 leaf_count=15 22 342 421 85 58 268 internal_value=-0.0129157 -0.0750086 -0.0750079 -0.0750096 -0.0750113 -0.075006 internal_weight=0.129617 0.0759707 0.0733198 0.039696 0.0229706 0.0336238 internal_count=1211 1196 1174 485 143 689 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=7 num_cat=0 split_feature=13 0 0 0 4 4 split_gain=0.288836 0.305465 1.10882 0.949887 1.01906 1.01741 threshold=49199.500000000007 0.06754300000000002 0.059867500000000004 0.10875250000000002 164.50000000000003 343.00000000000006 decision_type=10 8 8 8 8 8 left_child=1 2 -1 -3 -5 -6 right_child=-2 3 -4 4 5 -7 leaf_value=-0.0024297486424552776 -0.048934032922593372 0.068911938475241186 -0.10334293019696994 -0.056714370628967739 0.058865733910206899 0.0013317770863473979 leaf_weight=15.238057715352626 1.1513105162885029 2.3055457617156199 1.1726336553692807 2.6707587055861941 3.4503357857465771 28.148851450241636 leaf_count=308 81 63 12 20 52 675 internal_value=0.000618009 0.0016947 -0.00964055 0.0067806 0.00260065 0.00761395 internal_weight=54.1375 52.9862 16.4107 36.5755 34.2699 31.5992 internal_count=1211 1130 320 810 747 727 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=7 num_cat=0 split_feature=5 3 4 8 3 6 split_gain=0.312087 0.760974 0.667211 1.05312 1.13146 0.777575 threshold=11066.000000000002 13.500000000000002 6248.5000000000009 5.246858042816462 9.5000000000000018 84.878191631965962 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -4 right_child=-2 -3 5 4 -6 -7 leaf_value=0.0024432224836939483 0.025770312831093684 -0.060198121293005363 -0.077189711571395092 -0.078242492303207123 0.047794697056136676 0.062098010571639162 leaf_weight=31.377911283692811 4.1307514341606284 2.2061325266113263 0.46528107021003906 3.2845159676217 0.90949339761573345 2.8915394679643214 leaf_count=414 121 101 50 362 65 98 internal_value=-0.000432268 -0.00306352 0.000174355 -0.00384732 -0.0509107 0.0427917 internal_weight=45.2656 41.1349 38.9287 35.5719 4.19401 3.35682 internal_count=1211 1090 989 841 427 148 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=7 num_cat=0 split_feature=0 7 4 4 7 7 split_gain=0.271352 0.993738 0.600199 0.957898 0.558218 1.01743 threshold=23.872839500000005 81.226848822243241 32495.000000000004 4433.0000000000009 76.473063496013751 74.158399193400456 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0025970147793206149 -0.062018950087015051 0.041750864821317318 0.072070331010011937 -0.069195979792155415 -0.036147438428777649 0.075539902143735863 leaf_weight=41.499641723246896 2.599960826104506 1.4306519627571104 1.1861785107830645 1.9176670289089077 3.3943271196512788 2.004596208997099 leaf_count=470 113 9 32 311 239 37 internal_value=-0.000226093 -0.0251862 0.0017859 7.80704e-05 0.00291066 0.00595809 internal_weight=54.033 4.03061 50.0024 48.8162 46.8986 43.5042 internal_count=1211 122 1089 1057 746 507 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=7 num_cat=0 split_feature=19 4 3 0 7 9 split_gain=0.0660282 6.21933e-11 1.99459e-11 1.28786e-11 7.42514e-12 2.66164e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 24.24568471919072 6.0513618093080739 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075016014762464667 -0.075023566506499273 -0.075006753887221264 -0.075003338848862233 -0.075010545804604187 -0.075004981663507941 -0.075022866725455495 leaf_weight=0.050492214737460017 0.0024581300313002421 0.015482833662645135 0.0019968690944551773 0.021249375666229753 0.027757021488923783 0.0010730372505349806 leaf_count=15 22 342 54 143 628 7 internal_value=-0.0121495 -0.0750079 -0.0750074 -0.0750089 -0.0750055 -0.0750102 internal_weight=0.120509 0.0700173 0.0675591 0.0367322 0.0308269 0.00306991 internal_count=1211 1196 1174 485 689 61 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=7 num_cat=0 split_feature=20 6 6 9 6 9 split_gain=0.278007 0.25762 0.265717 0.333538 0.814628 0.738602 threshold=0.16675744145000002 128.71147821476768 127.0156862430225 6.0917474004837473 84.878191631965962 7.3929686375397736 decision_type=8 10 10 10 10 8 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.043970778904703162 0.00054583073987770963 0.049145200887822593 -0.045199884926619124 0.05849804418279142 -0.044760875410992704 4.0256463494202785e-05 leaf_weight=1.4458530564443206 33.617633413523436 1.025351047515868 1.3533288722392161 2.877354062162337 4.4997725849971166 8.6857232566690072 leaf_count=24 498 15 37 120 40 477 internal_value=0.00071771 -0.000483569 -0.00148069 -0.000289751 -0.00480264 0.0145869 internal_weight=53.505 52.0592 51.0338 49.6805 38.1174 11.5631 internal_count=1211 1187 1172 1135 538 597 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=7 num_cat=0 split_feature=5 0 4 4 9 0 split_gain=0.269418 0.471949 0.770051 0.499366 0.315617 0.987618 threshold=59.000000000000007 0.0011130000000000003 115.00000000000001 126.00000000000001 5.6691779180288924 20.176897000000004 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.075950973595615534 0.043695243792179289 -0.08336282455976235 0.088511985835406232 -0.06025659024250675 0.0019279812277960781 0.036590820176511045 leaf_weight=0.46816947578918089 2.3725634371221522 1.1359073370695103 0.62918052077293296 2.9693623417988411 35.398170535205281 1.6315121520310638 leaf_count=123 17 20 2 170 851 28 internal_value=-0.00049028 0.000310151 -0.0021545 0.000115972 -0.00127449 -0.0259136 internal_weight=44.6049 44.1367 41.7641 40.6282 39.999 4.60087 internal_count=1211 1088 1071 1051 1049 198 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=7 num_cat=0 split_feature=19 21 19 20 19 19 split_gain=0.318919 0.759364 0.311671 1.06602 1.24323 1.36251 threshold=0.056355504000000008 0.83664054010000011 0.26668451185000003 0.79454162265000006 0.60557055170000018 0.68175770400000013 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.059551958752885242 -0.036356226433687452 -0.090243248649914232 0.063187709533458619 -0.085386511437430895 -0.086997175992566567 0.0035619105421364284 leaf_weight=0.87616301067646418 2.2143771797418594 0.94226851873099704 3.3534581996500492 1.3577309669926751 1.728392297402024 42.868648062572902 leaf_count=18 14 12 12 9 9 1137 internal_value=-0.000282486 -0.00128172 0.000345248 0.00199347 0.00446766 5.22241e-05 internal_weight=53.341 52.4649 51.5226 49.3082 47.9505 44.597 internal_count=1211 1193 1181 1167 1158 1146 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=7 num_cat=0 split_feature=19 4 3 0 7 9 split_gain=0.0625649 4.95965e-11 1.59219e-11 9.93831e-12 5.92472e-12 1.97946e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 24.24568471919072 6.0459138206527951 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075015524457282101 -0.075021850592178904 -0.07500629396413297 -0.075003099886592289 -0.075009760333219044 -0.075004611802265767 -0.075020423274513637 leaf_weight=0.048731732531450689 0.0022793775278842068 0.014309959761703794 0.0018078445268656642 0.019599519415351097 0.025676751176092694 0.0010385013556515332 leaf_count=15 22 342 52 143 628 9 internal_value=-0.0105624 -0.0750074 -0.0750068 -0.0750083 -0.0750051 -0.0750094 internal_weight=0.113444 0.064712 0.0624326 0.0339095 0.0285231 0.00284635 internal_count=1211 1196 1174 485 689 61 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=7 num_cat=0 split_feature=21 20 19 21 19 20 split_gain=0.267739 0.326364 0.404857 0.328329 0.861523 0.634071 threshold=0.14357116100000003 0.6956688753000001 0.39953208990000005 0.5633073943500001 0.47672111840000003 0.25797487320000007 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.043148602479067245 0.04015723232134024 -0.029636653600005065 -0.03356212523163303 -0.093069633089826409 0.083102260735306993 0.00090770007201107408 leaf_weight=1.4501421799650414 2.5954808704555035 3.5597918555140486 2.8094307705760002 0.73080757260322571 1.2626569382846344 40.794631261378527 leaf_count=24 17 19 18 2 10 1121 internal_value=0.000769715 -0.000417765 0.0017405 -0.000446242 0.00172812 -0.00074621 internal_weight=53.2029 51.7528 48.193 45.5975 42.7881 41.5254 internal_count=1211 1187 1168 1151 1133 1123 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=7 num_cat=0 split_feature=19 19 20 19 20 20 split_gain=0.572691 0.371272 0.3627 1.71174 0.816218 1.2009 threshold=0.9405798606500001 0.87962951705000014 0.79454162265000006 0.76768386320000015 0.67049273065000015 0.64199058305000012 decision_type=10 10 10 10 10 10 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=0.00081814392243956941 -0.089836713182571165 0.070807904766726174 0.027408756270249059 -0.096912421990265063 -0.067494469651840402 0.098440307421942985 leaf_weight=33.569151131247054 0.70962083339691062 0.7430746927857389 4.2000237107276908 1.8679820373654354 1.6500279381871212 1.3092619776725758 leaf_count=1173 4 3 14 7 7 3 internal_value=-0.00072798 0.000731044 -0.000491413 -0.0035433 0.00123139 0.00448267 internal_weight=44.0491 43.3395 42.5964 38.3964 36.5284 34.8784 internal_count=1211 1207 1204 1190 1183 1176 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=7 num_cat=0 split_feature=10 16 0 11 5 9 split_gain=0.240861 0.426852 0.426554 0.333698 0.271219 0.454664 threshold=41.000000000000007 1.0000000180025095e-35 0.12871450000000004 17.500000000000004 4795.5000000000009 7.5630913137471625 decision_type=10 10 10 10 10 10 left_child=1 4 3 -3 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.00045591569839309497 0.052458608270239196 -0.075584676860874819 -0.066814309077420322 0.07509678752658687 -0.041897047504694522 0.05377675221424736 leaf_weight=46.355386266179266 0.85629166709259052 0.21697800369292908 1.8065307744982417 0.45552594773471355 1.4301165820215818 1.6563186901621509 leaf_count=660 117 104 210 7 85 28 internal_value=-0.000145631 -0.00101319 -0.0415056 0.0264806 0.00101711 0.00229539 internal_weight=52.7771 51.9209 2.47903 0.672504 49.4418 48.0117 internal_count=1211 1094 321 111 773 688 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=7 num_cat=0 split_feature=19 4 3 0 7 9 split_gain=0.0590837 3.95372e-11 1.2127e-11 7.64004e-12 4.9359e-12 1.40418e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 24.24568471919072 6.0431045203568301 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075015046100462016 -0.07502025966200257 -0.075005838584197543 -0.075002898197396917 -0.075008998624785647 -0.075004293381556536 -0.075017734746057441 leaf_weight=0.046790584689006209 0.0021133489935891694 0.013255263780592941 0.0015931587427076002 0.018095423947670497 0.023684387367211457 0.0010638868488968001 leaf_count=15 22 342 50 143 628 11 internal_value=-0.00915438 -0.0750068 -0.0750063 -0.0750077 -0.0750048 -0.0750088 internal_weight=0.106596 0.0598055 0.0576921 0.0313507 0.0263414 0.00265705 internal_count=1211 1196 1174 485 689 61 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=7 num_cat=0 split_feature=19 19 21 21 21 19 split_gain=0.267627 0.323059 0.590749 0.495941 0.584493 0.533831 threshold=0.79045400760000006 0.73806720815000004 0.16093797035000004 0.31759829255000005 0.46919896295000008 0.13005968095000003 decision_type=10 10 8 8 8 8 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=0.078134251606318053 0.040784604608047309 -0.055503695985183316 -0.050108129928965232 0.085769638382630353 -0.062802984714829022 0.0016982778327316993 leaf_weight=0.96910693682730198 1.6339033935219038 1.0396131500601757 1.9515686593949793 0.80582379549741745 1.3205632306635378 45.252634751057485 leaf_count=22 13 6 10 7 5 1148 internal_value=0.000941951 -0.000326065 0.000814368 -0.000704593 0.00133037 -0.000130628 internal_weight=52.9732 51.3393 50.2997 49.3306 47.379 46.5732 internal_count=1211 1198 1192 1170 1160 1153 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 20 split_gain=0.270801 0.655427 0.882703 1.53255 1.05177 1.2338 threshold=0.39953208990000005 0.47672111840000003 0.60557055170000018 0.66260766915000013 0.46962729790000007 0.51009190655000014 decision_type=8 8 8 8 8 8 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.020355892670969322 0.060320061171003241 -0.073162621917613024 0.083976554939643136 -0.093638958801305822 0.11209390507171729 -0.0027907431349103082 leaf_weight=6.1152708190784324 1.8532579839229582 1.6043307930231092 2.173938125371933 1.2256698459386823 0.96524477005004883 29.643330364429865 leaf_count=42 6 12 6 7 2 1136 internal_value=-0.000844626 0.00234006 -0.000677192 0.0027423 -0.00280513 0.000832157 internal_weight=43.581 37.4658 35.6125 34.0082 31.8342 30.6086 internal_count=1211 1169 1163 1151 1145 1138 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=7 num_cat=0 split_feature=19 20 20 19 19 21 split_gain=0.294129 0.310003 0.611021 0.764293 0.893635 1.21173 threshold=0.056355504000000008 0.44432163585000006 0.46962729790000007 0.79045400760000006 0.73806720815000004 0.62272809245000016 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.057826298936494304 -0.028126315558454643 0.07668762881727581 0.0017778189943215496 -0.065061164558450221 0.067281901903667951 -0.097498258723683867 leaf_weight=0.85830675532270106 3.9476845171302557 1.0441957637667656 41.479639562330703 1.7726550176739682 1.9965524300932873 1.2670234851539124 leaf_count=18 26 3 1142 7 6 9 internal_value=-0.000231308 -0.00119876 0.00103634 -0.000661891 0.00188951 -0.00116475 internal_weight=52.3661 51.5078 47.5601 46.5159 44.7432 42.7467 internal_count=1211 1193 1167 1164 1157 1151 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=7 num_cat=0 split_feature=19 4 3 0 7 9 split_gain=0.0567674 3.14206e-11 9.59115e-12 6.06525e-12 3.94084e-12 9.45959e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 24.24568471919072 6.0372815432279365 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075015105443671543 -0.07501876751953164 -0.075005411531954794 -0.075002599402280407 -0.075008338646334605 -0.075003983936172303 -0.07501505100476033 leaf_weight=0.046307930373586714 0.0019574602629290885 0.01228444204753032 0.0013564077521550635 0.016705668927897932 0.021981984019816991 0.001108947482862277 leaf_count=15 22 342 49 143 628 12 internal_value=-0.00669769 -0.0750063 -0.0750059 -0.0750071 -0.0750044 -0.0750082 internal_weight=0.101703 0.0553949 0.0534375 0.0289901 0.0244473 0.00246536 internal_count=1211 1196 1174 485 689 61 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=7 num_cat=0 split_feature=19 21 20 20 19 0 split_gain=0.412554 0.314945 0.582122 0.563684 0.388565 0.264559 threshold=0.87962951705000014 0.16093797035000004 0.6956688753000001 0.54665185890000012 0.60557055170000018 0.048128000000000004 decision_type=10 8 10 10 10 8 left_child=1 -1 3 4 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.04275847174353925 0.067700022186874625 -0.011652546929053934 -0.043516800287896625 0.065940145757188234 -0.054859959110718108 0.0055686964395173216 leaf_weight=1.6468014154816044 0.90848434343933959 12.330376053461803 3.120015747845172 1.3030384480953205 1.2902267090976227 32.258556447573937 leaf_count=26 7 277 16 11 8 866 internal_value=0.000893811 -0.000274496 -0.00168332 0.00108301 -0.000759037 0.000806429 internal_weight=52.8575 51.949 50.3022 47.1822 45.8792 44.5889 internal_count=1211 1204 1178 1162 1151 1143 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=7 num_cat=0 split_feature=0 3 7 4 4 4 split_gain=0.27569 1.02529 0.965332 0.460482 0.615466 0.950904 threshold=0.0045030000000000009 1.5000000000000002 55.566117009271714 126.00000000000001 168.50000000000003 192.00000000000003 decision_type=8 8 10 8 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.062124695870573725 -0.080210714961116689 0.087443276291979413 -0.041999938722548161 -0.081435987536072507 0.11568971403866701 -0.001559602867063588 leaf_weight=2.4741130837937813 1.6616130262846116 0.59350529313087363 1.3909264763642566 0.93520782794803281 0.70548535138368507 35.392189372330904 leaf_count=81 153 2 20 28 2 925 internal_value=-0.000830448 -0.00333743 0.024653 5.73564e-05 -0.00134313 0.000731893 internal_weight=43.153 39.288 3.86504 37.6264 37.0329 36.0977 internal_count=1211 1110 101 957 955 927 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=7 num_cat=0 split_feature=4 4 4 21 21 19 split_gain=0.239272 0.527735 0.459358 0.261989 0.534408 1.13329 threshold=52200.000000000007 4433.0000000000009 24525.000000000004 0.22161084545000001 0.52866869640000014 0.32262458390000009 decision_type=10 10 10 8 8 10 left_child=1 3 -3 -1 -5 -6 right_child=-2 2 -4 4 5 -7 leaf_value=-0.025255878071283402 0.049634345690540822 -0.079743998234676372 0.013150867924178215 0.031358126375187069 0.0041372800772648665 -0.056581693074983411 leaf_weight=3.5000326879526256 0.94570084335282345 1.5309943348620429 0.81604754096042587 5.844918898306787 36.005156549552339 3.3608598625287405 leaf_count=35 47 311 32 21 741 24 internal_value=-0.000206275 -0.00112943 -0.0474452 0.00110221 0.00314273 -0.00104658 internal_weight=52.0037 51.058 2.34704 48.711 45.2109 39.366 internal_count=1211 1164 343 821 786 765 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=7 num_cat=0 split_feature=19 4 3 0 7 9 split_gain=0.0534931 2.48829e-11 7.61705e-12 4.7356e-12 3.50115e-12 8.06356e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 24.24568471919072 6.0372815432279365 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.07501465725667196 -0.075017358029531633 -0.075005036418330603 -0.075002420590910154 -0.075007724248997987 -0.075003676684873496 -0.075014395848705284 leaf_weight=0.044320364482700825 0.0018179174221586427 0.011381226801404409 0.001247925055849918 0.015457932549907127 0.020327214901158186 0.0010234102501271991 leaf_count=15 22 342 49 143 628 12 internal_value=-0.00543856 -0.0750059 -0.0750054 -0.0750066 -0.0750041 -0.0750078 internal_weight=0.095576 0.0512556 0.0494377 0.0268392 0.0225986 0.00227134 internal_count=1211 1196 1174 485 689 61 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=7 num_cat=0 split_feature=19 19 20 19 7 7 split_gain=0.321722 0.274891 0.434354 0.420661 0.251911 0.414013 threshold=0.87962951705000014 0.39953208990000005 0.48973562925000008 0.18073278480000002 83.814145346247159 79.482860341514581 decision_type=10 8 10 10 10 10 left_child=1 3 4 -1 5 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0067102119594620842 0.058027814254509549 0.00098150100349285127 -0.035260778738450634 0.054486784510389109 0.045613378575460536 -0.050384567360124269 leaf_weight=2.2868792329682037 0.96378622204065223 40.658718795486493 3.7346406616270533 2.2074760533869267 1.1920148879289616 1.6321271951310325 leaf_count=27 7 1009 23 15 12 118 internal_value=0.000782473 -0.000284444 -0.00253385 0.0233477 0.000276991 -0.00100087 internal_weight=52.6756 51.7119 47.2175 4.49436 43.4829 42.2908 internal_count=1211 1204 1162 42 1139 1127 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=7 num_cat=0 split_feature=5 3 4 8 11 3 split_gain=0.265548 0.677467 0.570532 0.912926 1.11491 0.716882 threshold=11066.000000000002 13.500000000000002 6248.5000000000009 5.246858042816462 11.500000000000002 5.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.0029865286680925973 0.023678481406562913 -0.059357236982573836 0.040056228374808218 -0.078122366951235228 0.05297821159316099 0.052146416391890764 leaf_weight=27.022438714775493 3.9964118102507191 2.0488322469609548 3.2020467622205606 3.0199931246024785 0.82613099661830336 2.5839643850922576 leaf_count=388 121 101 148 374 53 26 internal_value=-0.000862838 -0.00339691 -0.000268969 -0.00412886 -0.0499625 0.00182532 internal_weight=42.6998 38.7034 36.6546 33.4525 3.84612 29.6064 internal_count=1211 1090 989 841 427 414 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=7 num_cat=0 split_feature=8 2 2 5 4 4 split_gain=0.246866 0.630233 0.62395 1.53405 0.607536 0.561499 threshold=5.6744042622234678 3.5000000000000004 6.5000000000000009 528.50000000000011 32495.000000000004 395.00000000000006 decision_type=10 10 10 10 10 10 left_child=2 -2 3 5 -3 -1 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.00033405449672101032 0.031887934638794149 -0.052102866765186107 0.03643329965403113 -0.088602499521311606 0.028350990582213895 0.047470415742609705 leaf_weight=34.906132251024246 1.9466485008597363 4.2599896561714559 4.8923398142214856 1.9204105688258994 1.203834097686922 2.643085658986819 leaf_count=355 22 542 163 32 63 34 internal_value=-7.44499e-05 -0.0169697 0.00274782 -0.00142756 -0.0343766 0.0030309 internal_weight=51.7724 7.41047 44.362 39.4696 5.46382 37.5492 internal_count=1211 627 584 421 605 389 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=7 num_cat=0 split_feature=19 4 3 0 7 7 split_gain=0.049171 1.9946e-11 6.08093e-12 3.79036e-12 2.90244e-12 5.05527e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 24.24568471919072 23.356227124979224 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.075013495777651387 -0.075016108645341056 -0.075004648319510717 -0.075002221303140534 -0.075007149521904307 -0.075003368553583763 -0.075012119966622465 leaf_weight=0.040740858297795057 0.0016863483615452415 0.010525554931973602 0.0010016050271133272 0.01427681595669128 0.018560341552870341 0.0010640029158821562 leaf_count=15 22 342 45 143 628 16 internal_value=-0.00543781 -0.0750054 -0.075005 -0.0750061 -0.0750038 -0.0750073 internal_weight=0.0878555 0.0471147 0.0454283 0.0248024 0.0206259 0.00206561 internal_count=1211 1196 1174 485 689 61 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=7 num_cat=0 split_feature=19 15 16 7 7 6 split_gain=0.261041 0.240606 0.449273 0.429026 0.937868 0.604256 threshold=0.87962951705000014 4.5000000000000009 2.0000000000000004 73.565496186226582 72.192781170150241 102.50410753707952 decision_type=10 10 8 10 10 8 left_child=1 3 -3 4 -1 -5 right_child=-2 2 -4 5 -6 -7 leaf_value=-0.00052770366966528495 0.051191051764306807 -0.054957160528945274 0.064699367751220427 -0.060805357486016037 -0.082286774036941471 0.026820048537796681 leaf_weight=37.412714289443102 1.0068443417549122 1.730487359396647 0.38329054112546135 0.85932043194770535 1.4577050460502494 9.3477765109273605 leaf_count=596 7 98 91 12 16 391 internal_value=0.000766335 -0.000225432 -0.0332599 0.00119737 -0.0035938 0.019443 internal_weight=52.1981 51.1913 2.11378 49.0775 38.8704 10.2071 internal_count=1211 1204 189 1015 612 403 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=7 num_cat=0 split_feature=5 5 5 6 4 3 split_gain=0.251667 0.439427 0.239881 0.600891 0.486036 0.445127 threshold=59.000000000000007 63.000000000000007 11066.000000000002 125.38956572919442 3307.0000000000005 13.500000000000002 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=-0.075950927911802468 0.088012618229256337 0.0009404843278053342 0.080705096381095853 -0.068311997691654677 0.0011421155936306106 -0.058461705935544464 leaf_weight=0.44151272205635805 0.5589924156665792 34.424605503882049 1.0439443493378342 1.387419271894031 2.9025619570165873 1.309460979013237 leaf_count=123 2 827 14 64 107 74 internal_value=-0.000849166 -5.26059e-05 -0.0012513 -0.00374325 0.0221884 -0.00123629 internal_weight=42.0685 41.627 41.068 37.1215 3.94651 35.7341 internal_count=1211 1088 1086 965 121 901 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=7 num_cat=0 split_feature=7 0 0 4 7 9 split_gain=0.243846 0.89841 0.680136 0.547112 0.525608 0.718729 threshold=76.306935986487204 31.825229500000003 25.140853500000002 274.00000000000006 74.14298080054165 6.0865556372042251 decision_type=10 10 10 10 10 10 left_child=2 3 4 -2 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0054678328868552339 0.055690767621005978 0.05400627258259949 -0.055957333115952572 -0.059375364326697912 0.046872989606776543 -0.046750365636250187 leaf_weight=38.679468057584018 0.47208667546510641 1.2084189653396604 1.9273713579750609 3.3138302451316122 2.7735101082562315 2.8286120377779289 leaf_count=499 4 10 101 309 164 124 internal_value=-7.42225e-05 -0.0210652 0.00219452 -0.0450271 0.0047256 0.00190937 internal_weight=51.2033 4.99434 46.209 3.78592 44.2816 41.5081 internal_count=1211 323 888 313 787 623 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=7 num_cat=0 split_feature=19 4 3 0 7 3 split_gain=0.0468296 1.58271e-11 4.9039e-12 3.14824e-12 2.37324e-12 1.94782e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 24.24568471919072 1.5000000000000002 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -4 -5 right_child=1 2 4 5 -6 -7 leaf_value=0.075013390520418888 -0.075014914457429527 -0.075004283057352183 -0.075006834041355552 -0.075005788170726673 -0.075003109155582087 -0.07500835436048886 leaf_weight=0.03980723291169852 0.0015626193489879361 0.009720816429307888 0.0018996433163920292 0.008776074295383296 0.017176546937207604 0.0044614919170271614 leaf_count=15 22 342 61 85 628 58 internal_value=-0.0034043 -0.075005 -0.0750047 -0.0750056 -0.0750035 -0.0750067 internal_weight=0.0834044 0.0435972 0.0420346 0.0229584 0.0190762 0.0132376 internal_count=1211 1196 1174 485 689 143 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=7 num_cat=0 split_feature=15 14 16 7 7 9 split_gain=0.231401 0.45485 0.504792 0.308113 0.903582 0.553823 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 73.565496186226582 69.792058971722028 6.0917474004837473 decision_type=10 10 8 10 10 10 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.00062560953887729137 -0.077170341703709955 0.085821238091542518 0.06317833790779423 0.017734019042266277 -0.062777929182084982 0.062796473539031297 leaf_weight=36.000316036515869 1.4153028286527833 0.27911783230956633 0.31293160014320176 9.9571312432817631 2.2998249391093841 1.4316133477259416 leaf_count=528 94 12 83 403 36 55 internal_value=0.000659336 -0.0326274 -0.0517574 0.00200407 -0.001938 0.00180002 internal_weight=51.6962 2.00735 1.72823 49.6889 39.7318 37.4319 internal_count=1211 189 177 1022 619 583 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=7 num_cat=0 split_feature=0 2 8 11 3 2 split_gain=0.265442 0.312892 0.690011 0.58755 0.478695 0.73412 threshold=60.179807500000003 12.500000000000002 6.7932115067562515 10.500000000000002 6.5000000000000009 6.5000000000000009 decision_type=10 10 10 8 10 10 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.0035408713567995106 0.053521695757258264 -0.061658814465159972 0.036961715897622122 -0.077539314205843118 0.081177655254519643 0.0034747839379250219 leaf_weight=29.963303437689319 0.88394665298983355 2.5649725409748489 2.0154668772593145 0.57629575191094762 1.7881280992296513 3.7993719727674033 leaf_count=615 14 208 85 53 21 215 internal_value=-0.000691763 -0.00186899 -0.0248885 0.0115016 0.00147006 0.0283415 internal_weight=41.5915 40.7075 5.15674 2.59176 35.5508 5.5875 internal_count=1211 1197 346 138 851 236 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=7 num_cat=0 split_feature=10 16 0 0 11 21 split_gain=0.220306 0.468543 0.443762 0.342274 0.27123 0.210018 threshold=35.000000000000007 1.0000000180025095e-35 0.12871450000000004 1.4112660000000001 17.500000000000004 0.22161084545000001 decision_type=10 10 10 10 10 8 left_child=1 5 4 -2 -3 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=-0.02252965233189708 -0.075491900991384864 -0.075484112792481226 -0.077845888442492184 0.076541725594446899 0.072213795064074895 0.0028528536894871985 leaf_weight=3.5190637221676297 0.18314080603886296 0.18115729906276046 1.4424140019036711 0.77347919112071395 0.39638333208858967 44.240575959556736 leaf_count=25 91 104 189 47 7 748 internal_value=-9.91355e-05 -0.00101261 -0.0481873 0.0474355 0.0258854 0.0009826 internal_weight=50.7362 49.7796 2.01995 0.95662 0.577541 47.7596 internal_count=1211 1073 300 138 111 773 is_linear=0 shrinkage=0.1 Tree=412 num_leaves=7 num_cat=0 split_feature=20 4 3 0 7 3 split_gain=0.0442981 1.25604e-11 4.10164e-12 2.51371e-12 1.95667e-12 1.49378e-12 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 3.0273270000000005 24.24568471919072 1.5000000000000002 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 -3 -4 -5 right_child=1 2 4 5 -6 -7 leaf_value=0.075013266453380495 -0.075013803379994609 -0.075003974014777194 -0.075006317605250811 -0.075005389364369762 -0.075002806831232963 -0.075007723217472566 leaf_weight=0.038794018735643476 0.0014478509256150565 0.0090030185681371222 0.001769399290196815 0.0081649855274008587 0.015441715110000587 0.0041294406928500402 leaf_count=15 22 342 61 85 628 58 internal_value=-0.00110286 -0.0750047 -0.0750043 -0.0750052 -0.0750032 -0.0750062 internal_weight=0.0787504 0.0399564 0.0385086 0.0212974 0.0172111 0.0122944 internal_count=1211 1196 1174 485 689 143 is_linear=0 shrinkage=0.1 Tree=413 num_leaves=7 num_cat=0 split_feature=10 11 2 7 0 0 split_gain=0.242307 0.445798 0.278427 0.688758 0.886037 0.714608 threshold=30.500000000000004 12.500000000000002 9.5000000000000018 74.615070000985625 2.7156310000000006 47.407128000000007 decision_type=10 8 10 10 10 10 left_child=2 -2 -1 4 -4 -5 right_child=1 -3 3 5 -6 -7 leaf_value=-0.001161454235660715 -0.062509539379200285 0.077110120925890979 0.078006162108050781 0.071968847224995511 -0.036310558717889407 -0.077160465218773441 leaf_weight=42.723545226443093 1.3006624433328384 0.27747581189032655 0.8936580154113466 2.7966420702287 2.8096186749171466 0.36303436825983215 leaf_count=597 171 38 93 230 73 9 internal_value=0.000614138 -0.0379609 0.00184183 0.020538 -0.00872416 0.0548345 internal_weight=51.1646 1.57814 49.5865 6.86295 3.70328 3.15968 internal_count=1211 209 1002 405 166 239 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=7 num_cat=0 split_feature=0 5 7 5 9 0 split_gain=0.263054 0.94496 0.855308 0.47329 0.678597 0.755726 threshold=0.0045030000000000009 108.50000000000001 55.566117009271714 126.00000000000001 5.6691779180288924 0.084130500000000011 decision_type=8 8 10 8 8 8 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.060906915274499311 -0.079796597244790504 0.051562233654998901 -0.040146915111497095 -0.058004454834453857 0.050097170734924291 -0.0037074874060535842 leaf_weight=2.3512024082010607 1.5444380312692363 1.7017264035530377 1.3010205793543717 2.067304376512765 2.8671599934168617 29.162617317510012 leaf_count=81 150 13 20 116 117 714 internal_value=-0.00070544 -0.00321055 0.0249088 9.35371e-05 -0.00247518 0.00110886 internal_weight=40.9955 37.3432 3.65222 35.7988 34.0971 32.0298 internal_count=1211 1110 101 960 947 831 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=7 num_cat=0 split_feature=0 7 4 4 7 7 split_gain=0.200728 0.81506 0.441682 0.733718 0.448291 0.687701 threshold=23.872839500000005 81.226848822243241 32495.000000000004 4433.0000000000009 76.872754215835428 72.192781170150241 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.0015301586056772661 -0.059863310032766716 0.040434010329238664 0.068559581067765163 -0.06763821103671766 -0.035366405534486466 0.049504700684690595 leaf_weight=38.196717954331689 2.2149895162438038 1.277562193572521 0.96697566987131622 1.5378768826667499 2.9030736310351122 3.2415559403179932 leaf_count=452 113 9 32 311 225 69 internal_value=-4.79833e-05 -0.0231749 0.00167621 0.000266543 0.00262166 0.00528302 internal_weight=50.3388 3.49255 46.8462 45.8792 44.3413 41.4383 internal_count=1211 122 1089 1057 746 521 is_linear=0 shrinkage=0.1 end of trees feature_importances: duration=409 bytes_in=293 feature1=262 bytes_out=217 client_ciphers_count=187 num_pkts_out=168 byte_dist_std=129 total_entropy=127 entropy=126 feature2=117 byte_dist_mean=107 feature3=106 num_pkts_in=73 server_cipher=53 supported_groups_count=51 client_extensions_count=30 ec_point_formats_count=28 server_extensions_count=9 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.1] [num_leaves: 7] [num_threads: 84] [seed: 2019] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.9] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 16336] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 24091] [extra_trees: 0] [extra_seed: 10008] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 11432] [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: 6631] [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: 26301] [num_class: 4] [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:[] _network_Booster__need_reload_eval_info_train_data_nametraining_Booster__set_objective_to_nonebest_iterationKh best_score collections defaultdict collections OrderedDictRvalid_0h.)R multi_loglossnumpy._core.multiarrayscalarnumpydtypef8R(Ke?Rh6h