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)}(_handleXy tree 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] [0:87.181892896286612] [0:7.7821577747241877] [0:7.999164527374381] [0:64] [0:26] [0:0] [0:52392] [0:6] [0:26] [0:3] [0:771] [0:771] [0:0.9967765623] [0:0.99771921929999996] [0:0.97435084660000004] tree_sizes=461 853 849 847 905 876 866 866 905 869 872 873 903 876 865 867 904 876 876 873 907 872 875 877 901 873 876 881 903 876 875 876 904 872 872 877 906 871 878 878 910 875 878 873 899 882 877 877 904 878 879 873 909 870 883 873 908 882 876 878 907 876 879 873 910 884 882 876 906 881 879 875 910 878 886 880 914 872 884 875 909 878 877 877 905 882 885 879 909 877 885 880 910 878 869 873 905 880 872 878 912 884 879 884 914 886 883 893 903 882 891 875 906 880 884 891 915 882 882 881 906 881 882 879 905 884 872 894 916 877 892 874 906 877 878 869 908 879 875 874 916 879 884 884 918 885 880 877 915 888 878 893 920 879 886 882 920 882 880 897 920 888 877 879 919 885 881 889 918 883 888 874 918 881 883 890 917 883 881 877 911 885 880 884 917 883 895 879 917 885 885 875 910 878 885 879 915 889 876 883 909 889 887 890 916 885 894 893 916 884 892 879 909 886 883 889 912 888 889 893 913 886 887 875 919 897 885 888 919 889 881 884 918 888 886 882 918 888 890 886 918 897 890 887 922 892 887 892 927 880 885 896 916 898 890 889 922 884 885 895 920 888 889 882 923 888 886 879 926 888 902 892 924 882 888 886 923 893 900 888 924 890 896 889 926 900 890 897 925 883 899 892 923 884 891 893 926 879 888 904 926 890 899 890 926 893 898 881 926 886 898 891 929 896 898 893 935 887 897 888 930 888 897 903 927 888 892 880 932 887 886 895 929 898 892 896 929 888 886 893 932 899 895 888 929 898 895 881 928 891 889 886 931 901 885 887 932 897 893 888 930 899 888 897 929 902 892 893 929 899 894 897 940 897 894 882 933 884 889 885 933 901 887 888 930 881 894 889 932 899 896 883 933 901 895 881 934 893 897 889 940 887 900 887 937 896 891 891 934 906 901 900 935 894 901 898 939 891 902 893 942 896 898 877 942 897 896 900 935 886 898 880 946 892 894 889 945 896 888 885 948 890 897 900 945 887 900 895 947 905 894 889 950 883 895 886 942 893 898 888 944 904 893 897 944 891 891 887 949 900 898 884 947 890 896 889 947 897 900 901 953 900 902 889 947 901 903 898 954 905 905 905 949 896 900 900 951 902 905 904 954 891 894 898 835 901 902 901 839 893 894 884 726 892 893 892 724 895 899 902 723 897 887 889 725 903 908 908 611 896 890 890 612 897 891 893 612 897 902 891 609 910 897 903 492 894 889 902 492 901 896 889 492 898 892 903 491 898 896 897 492 902 902 884 491 897 907 886 376 887 889 885 377 904 899 888 376 891 902 892 378 899 895 893 377 893 897 892 378 903 904 898 376 891 903 895 378 909 906 893 485 907 902 894 488 896 901 895 483 893 903 897 484 896 907 907 490 901 905 905 483 905 897 883 483 894 907 887 485 908 895 904 485 903 904 894 374 892 896 889 486 901 904 902 376 910 905 906 374 912 901 897 374 911 901 893 375 892 909 891 375 910 902 893 377 895 903 897 374 899 903 896 376 907 906 898 376 906 899 909 374 903 902 899 376 894 900 911 376 886 906 890 378 883 897 891 375 901 908 894 374 906 899 893 376 911 895 910 374 895 896 906 377 893 907 899 227 899 902 898 227 909 896 898 377 886 905 897 227 909 898 895 376 890 908 898 375 913 908 913 375 908 897 901 227 905 896 900 376 908 905 902 375 907 899 913 376 910 903 912 376 892 904 905 374 888 905 904 375 906 892 901 227 887 903 890 227 910 896 908 227 897 897 912 227 896 904 903 227 893 904 897 375 913 906 891 227 898 898 895 227 896 910 909 374 891 905 909 227 906 897 904 377 885 903 909 376 910 897 895 375 895 904 911 227 897 897 898 227 889 902 899 376 888 903 893 227 892 902 905 374 893 898 907 227 912 906 914 372 905 902 901 227 894 895 911 227 907 907 894 227 911 901 902 374 902 904 906 227 916 901 901 227 903 902 890 227 895 900 892 227 915 899 904 227 907 905 911 227 912 905 901 227 892 907 892 Tree=0 num_leaves=3 num_cat=0 split_feature=19 0 split_gain=909.75 2.84217e-14 threshold=1.0000000180025095e-35 50.271603500000005 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=-1.0862943514445775 -1.4862943407521043 -1.4862943407521043 leaf_weight=75.812502384185791 219.55304702371359 7.8844539523124686 leaf_count=17 1179 17 internal_value=-1.38629 -1.48629 internal_weight=303.25 227.438 internal_count=1213 1196 is_linear=0 shrinkage=1 Tree=1 num_leaves=7 num_cat=0 split_feature=21 0 0 2 6 0 split_gain=117.873 266.382 56.104 34.4286 51.0996 22.7617 threshold=0.88726092775000021 2.7156310000000006 0.0080415000000000018 6.5000000000000009 84.368340610000701 30.014669000000001 decision_type=8 8 10 10 10 8 left_child=-1 2 -2 4 -4 -3 right_child=1 5 3 -5 -6 -7 leaf_value=-1.476679292425968 -1.360014427179197 -1.4706297128559167 -1.141766749860109 -1.1177744947653869 -1.4018629723051204 -1.3581356844205825 leaf_weight=97.767501704394817 21.780881606042385 88.904205739498138 16.977273106575016 41.663943149149418 13.607950903475283 22.548247151076794 leaf_count=86 111 223 173 448 56 116 internal_value=-1.38629 -1.34329 -1.21933 -1.17692 -1.25749 -1.44787 internal_weight=303.25 205.483 94.03 72.2492 30.5852 111.452 internal_count=1213 1127 788 677 229 339 is_linear=0 shrinkage=1 Tree=2 num_leaves=7 num_cat=0 split_feature=0 9 8 3 4 5 split_gain=163.926 128.934 38.9467 41.8225 37.0123 39.9861 threshold=2.7156310000000006 7.9341875283491721 5.1998592407613584 6.5000000000000009 23996.500000000004 16818.000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-1.4514558125212156 -1.3644807304316435 -1.1074700629635952 -1.4521772308058938 -1.1344773158580694 -1.4618255702264085 -1.1476974066428649 leaf_weight=169.84255114942789 37.949055165052414 31.239139728248119 37.938671380281448 9.986047796905039 7.5569041222333935 8.7376340180635435 leaf_count=805 143 83 97 24 34 27 internal_value=-1.38629 -1.30334 -1.37648 -1.31657 -1.1712 -1.29338 internal_weight=303.25 133.407 85.8738 47.9351 47.5337 16.2945 internal_count=1213 408 264 167 144 61 is_linear=0 shrinkage=1 Tree=3 num_leaves=7 num_cat=0 split_feature=0 10 9 0 2 8 split_gain=150.665 108.587 134.567 63.9266 59.9679 35.0715 threshold=4.6811795000000016 35.000000000000007 7.3786920756431229 19.409948500000002 5.5000000000000009 6.0124073458263707 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=-1.380189547520748 -1.1255327662337573 -1.0862943493218071 -1.481739047334945 -1.3326368630102396 -1.4779215829308601 -1.1252269012575984 leaf_weight=39.053732052445412 25.060855351388454 19.777174115180969 41.348196521401405 36.774133332073689 134.97600549459457 6.2599064931273452 leaf_count=287 59 42 143 135 528 19 internal_value=-1.38629 -1.30094 -1.34209 -1.2487 -1.44451 -1.34497 internal_weight=303.25 122.96 103.183 61.835 180.29 45.3136 internal_count=1213 379 337 194 834 306 is_linear=0 shrinkage=1 Tree=4 num_leaves=7 num_cat=0 split_feature=19 0 8 2 13 4 split_gain=663.99 0.00438736 0.000596375 0.0014118 0.000953146 0.000758006 threshold=1.0000000180025095e-35 0.0080415000000000018 4.4479945522337943 6.5000000000000009 4865.5000000000009 607.50000000000011 decision_type=8 10 10 10 10 10 left_child=-1 -2 -3 4 5 -4 right_child=1 2 3 -5 -6 -7 leaf_value=0.2285127674298898 -0.097731155323415295 -0.096201892305018036 -0.097898365594248082 -0.096567938441168399 -0.098862810611897611 -0.096433285067394528 leaf_weight=89.150625705718994 43.529171466827393 30.160378977656364 6.6931706964969653 119.72619808465242 4.0628371536731711 7.4757361337542534 leaf_count=17 190 221 41 690 9 45 internal_value=-0.000409316 -0.0968364 -0.0966047 -0.0966928 -0.0975125 -0.0971254 internal_weight=300.798 211.647 168.118 137.958 18.2317 14.1689 internal_count=1213 1196 1006 785 95 86 is_linear=0 shrinkage=0.1 Tree=5 num_leaves=7 num_cat=0 split_feature=13 0 0 10 0 0 split_gain=98.0131 126.085 45.1759 35.4578 27.708 26.2802 threshold=50796.000000000007 2.7156310000000006 0.0046810000000000003 47.000000000000007 3.9500000000000005e-05 30.014669000000001 decision_type=8 8 10 10 10 10 left_child=3 2 4 -1 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.071823440384719953 0.15609723923714336 -0.061955167018814677 0.18768274558696843 0.12766274187055426 -0.095199764939046583 0.090054394972352597 leaf_weight=136.31888077408075 7.4182298406958607 63.67148631811142 59.441926352679729 9.5332932099699956 10.740000382065771 13.846641585230826 leaf_count=246 60 197 524 71 24 91 internal_value=6.6692e-05 0.0554023 0.145512 -0.0587845 0.00746327 -0.0348025 internal_weight=300.97 155.118 77.6002 145.852 18.1582 77.5181 internal_count=1213 896 608 317 84 288 is_linear=0 shrinkage=0.1 Tree=6 num_leaves=7 num_cat=0 split_feature=0 9 8 3 4 4 split_gain=129.226 86.2132 30.7836 29.3117 21.761 20.9799 threshold=2.7156310000000006 7.9341875283491721 5.1998592407613584 6.5000000000000009 149.00000000000003 23996.500000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.060837900502171555 0.07160859835593722 0.21285038491796213 -0.061849647191474746 0.2004863310522644 -0.086487275839475922 0.078831823890834693 leaf_weight=161.01219041645527 25.627519354224205 36.533680446445942 36.076449759304523 11.367200888693331 13.186092115938662 17.170834198594093 leaf_count=805 81 83 97 24 62 61 internal_value=0.00025433 0.0705349 0.00860651 0.0592595 0.0178989 0.170001 internal_weight=300.974 139.962 86.2573 50.1808 38.8136 53.7045 internal_count=1213 408 264 167 143 144 is_linear=0 shrinkage=0.1 Tree=7 num_leaves=7 num_cat=0 split_feature=0 9 10 2 8 8 split_gain=118.462 72.2749 58.645 51.6094 48.4123 24.398 threshold=4.6811795000000016 7.9341875283491721 35.000000000000007 5.5000000000000009 5.2952081004271827 6.0124073458263707 decision_type=8 10 10 10 10 8 left_child=3 4 -3 5 -2 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.0046553912461353075 0.05575856650938369 -0.096733423314976863 0.22984562246024925 -0.087700412327996261 0.20318120624682448 0.20494710169906344 leaf_weight=39.403492726385593 49.800116471946239 32.370826222002506 6.6237614750862113 125.28509670495987 40.302957385778427 7.1917602494359008 leaf_count=287 170 116 12 528 81 19 internal_value=8.80556e-05 0.0724776 -0.0412595 -0.054283 0.1217 0.0355695 internal_weight=300.978 129.098 38.9946 171.88 90.1031 46.5953 internal_count=1213 379 128 834 251 306 is_linear=0 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=19 0 13 5 5 3 split_gain=518.846 0.0080002 0.00471357 0.00328366 0.00196413 0.00127275 threshold=1.0000000180025095e-35 0.025361000000000005 27019.000000000004 5144.0000000000009 3216.0000000000005 1.0000000180025095e-35 decision_type=8 10 8 10 10 10 left_child=-1 4 3 -3 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.18852129341697418 -0.095193312225806473 -0.098022587481374213 -0.095171055447110062 -0.094545524469226816 -0.097631982747149321 -0.093664628951089846 leaf_weight=96.862870216369629 45.366188354790211 4.2920927777886391 5.8612898588180533 7.3965147361159325 3.5619654282927504 130.04129535704851 leaf_count=17 276 17 14 37 13 839 internal_value=-0.00089893 -0.0942627 -0.0938953 -0.0958223 -0.0953708 -0.0937296 internal_weight=293.382 196.519 147.591 11.6886 48.9282 135.903 internal_count=1213 1196 907 54 289 853 is_linear=0 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=21 0 2 7 0 0 split_gain=82.335 150.819 30.3442 35.1295 17.8239 22.9776 threshold=0.88726092775000021 2.5082350000000004 6.5000000000000009 72.192781170150241 30.014669000000001 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=-0.083183800025123628 0.1083268190539875 -0.07598932386631102 0.16725106807382881 -0.078746420230021055 0.11159809802975214 -0.089902817117733458 leaf_weight=84.678997568786144 40.327712059020996 79.550575241446495 55.408875748515129 13.36464826017618 13.005860157310964 10.018383897840975 leaf_count=86 282 228 466 35 92 24 internal_value=0.000152457 0.0334903 0.115336 0.0617621 -0.0535633 0.0239204 internal_weight=296.355 211.676 109.101 53.6924 102.575 23.0242 internal_count=1213 1127 783 317 344 116 is_linear=0 shrinkage=0.1 Tree=10 num_leaves=7 num_cat=0 split_feature=0 9 3 4 11 4 split_gain=104.218 61.2778 25.6814 26.3875 19.1915 17.2252 threshold=2.7156310000000006 7.9341875283491721 6.5000000000000009 1445.0000000000002 5.5000000000000009 126.00000000000001 decision_type=8 10 8 8 10 10 left_child=5 2 -2 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.070326901335842337 -0.075607952253623267 0.14158056449163367 0.18305830357009231 0.05306571291459361 -0.083882728522699582 -0.065813469829664337 leaf_weight=9.9402325078845006 25.641517117619514 57.541949681937695 11.111404299736021 34.437221370637417 14.558930382132528 142.8978359401226 leaf_count=66 99 144 23 102 40 739 internal_value=0.000482256 0.0617509 0.00818114 0.0439251 0.0123723 -0.0569592 internal_weight=296.129 143.291 85.7491 60.1076 48.9962 152.838 internal_count=1213 408 264 165 142 805 is_linear=0 shrinkage=0.1 Tree=11 num_leaves=7 num_cat=0 split_feature=0 9 10 2 0 8 split_gain=97.6476 69.1728 50.2442 38.3193 37.7556 24.2886 threshold=2.5082350000000004 7.9341875283491721 35.000000000000007 5.5000000000000009 19.409948500000002 6.0124073458263707 decision_type=8 10 10 10 8 10 left_child=3 4 -3 5 -2 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.010046844174607321 0.15856152009945018 -0.093993135581234358 0.19709782488525673 -0.087256120576081619 0.033899323889707886 0.18836387705092414 leaf_weight=37.450330063700676 57.276697300374508 35.976066179573536 7.0998485684394828 108.52379973977804 42.190312922000885 7.3867556452751151 leaf_count=283 119 132 12 501 150 16 internal_value=0.000255959 0.0598414 -0.046015 -0.0551263 0.105684 0.0226406 internal_weight=295.904 142.543 43.0759 153.361 99.467 44.8371 internal_count=1213 413 144 800 269 299 is_linear=0 shrinkage=0.1 Tree=12 num_leaves=7 num_cat=0 split_feature=19 0 13 0 5 4 split_gain=417.049 0.00997834 0.00886204 0.00300183 0.00231173 0.00178759 threshold=1.0000000180025095e-35 0.10446450000000002 27019.000000000004 0.014642500000000001 133.50000000000003 462.50000000000006 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -4 -5 -3 right_child=1 5 3 4 -6 -7 leaf_value=0.16191821335932857 -0.097857241296838454 -0.092536970247808881 -0.093162419284988168 -0.090519824904424423 -0.092786525601492517 -0.09129732676529248 leaf_weight=100.53567409515381 3.5308949947357178 13.090946123003958 42.412098444998264 9.2573271319270152 8.7540677860379201 104.4159357175231 leaf_count=17 8 92 244 114 96 642 internal_value=-0.00146351 -0.0919825 -0.0929877 -0.0927031 -0.0916215 -0.0914354 internal_weight=281.997 181.461 63.9544 60.4235 18.0114 117.507 internal_count=1213 1196 462 454 210 734 is_linear=0 shrinkage=0.1 Tree=13 num_leaves=7 num_cat=0 split_feature=13 0 7 0 7 10 split_gain=68.5091 69.4709 36.298 30.2989 25.8188 25.0748 threshold=50796.000000000007 2.7156310000000006 73.565496186226582 0.0046810000000000003 75.211620967373349 50.000000000000007 decision_type=8 8 10 10 10 8 left_child=4 3 -3 -2 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.08780378653191756 -0.0050034988067214894 -0.059208197017269149 0.13362396045201252 0.13716819372291966 -0.025822761057842702 0.17528677863458397 leaf_weight=81.66415411233902 19.34039282053709 60.296139590442181 11.647320680320261 66.639345362782478 42.053406342864037 7.2717621847987166 leaf_count=106 84 199 89 524 147 64 internal_value=0.000168394 0.0445176 -0.0279895 0.105188 -0.0532999 0.00382581 internal_weight=288.913 157.923 71.9435 85.9797 130.989 49.3252 internal_count=1213 896 288 608 317 211 is_linear=0 shrinkage=0.1 Tree=14 num_leaves=7 num_cat=0 split_feature=0 5 10 3 13 2 split_gain=83.4658 46.5758 29.572 41.9044 18.61 17.6469 threshold=2.7156310000000006 30124.500000000004 35.000000000000007 6.5000000000000009 50796.000000000007 7.5000000000000009 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=-0.052956866413264636 -0.061965283081308387 0.16942111362478177 -0.094826408198283196 0.15598394796412365 0.18216054690508832 0.022322715878103125 leaf_weight=144.41470982134342 25.901999279856682 28.349313892424107 17.134857892990112 25.024881027638912 8.3418262004852277 40.166825599968433 leaf_count=805 105 53 42 49 14 145 internal_value=0.000846854 0.0544631 0.0265059 0.047414 0.0859426 0.0498093 internal_weight=289.334 144.92 116.57 99.4355 73.5335 48.5087 internal_count=1213 408 355 313 208 159 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=7 num_cat=0 split_feature=0 9 10 3 0 8 split_gain=78.8971 52.1192 43.164 28.2502 27.879 19.014 threshold=2.5082350000000004 7.9341875283491721 35.000000000000007 3.5000000000000004 19.409948500000002 6.0124073458263707 decision_type=8 10 10 10 8 8 left_child=3 4 -3 5 -2 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.014505955753643685 0.13457874980219969 -0.091702580000919687 0.1758640089753622 -0.079515403563445108 0.029210270808220445 0.15893171956998833 leaf_weight=33.101473517715931 60.148606635630131 33.227527841925621 7.365681290626525 103.68696104735136 43.106397964060307 7.8129534721374503 leaf_count=266 119 132 12 518 150 16 internal_value=0.000412651 0.0528486 -0.0431523 -0.0517502 0.09059 0.0186134 internal_weight=288.45 143.848 40.5932 144.601 103.255 40.9144 internal_count=1213 413 144 800 269 282 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=19 0 13 0 11 5 split_gain=344.852 0.0175497 0.0130428 0.00653116 0.00280808 0.00218541 threshold=1.0000000180025095e-35 0.084130500000000011 50796.000000000007 0.0080415000000000018 15.500000000000002 210.50000000000003 decision_type=8 10 8 10 10 10 left_child=-1 2 4 -4 -2 -3 right_child=1 5 3 -5 -6 -7 leaf_value=0.14397955788516315 -0.093511859475867473 -0.090562207020917621 -0.091531489091695034 -0.088965163500604155 -0.096945316498659825 -0.089183426365941065 leaf_weight=100.90491247177124 7.6754877455532533 13.072690065950153 33.681598760187626 14.054752469062803 3.4539192318916321 95.307234909385443 leaf_count=17 70 98 178 186 8 656 internal_value=-0.00201892 -0.0901047 -0.0914946 -0.0907759 -0.0945774 -0.0893497 internal_weight=268.151 167.246 58.8658 47.7364 11.1294 108.38 internal_count=1213 1196 442 364 78 754 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=20 0 0 0 4 0 split_gain=57.161 90.2811 22.4341 14.7844 20.9622 14.7243 threshold=0.84483228280000011 2.7156310000000006 0.0080415000000000018 3.9500000000000005e-05 149.00000000000003 16.746952500000003 decision_type=8 8 10 10 8 8 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.076695681112883593 0.2148773757086985 -0.075687447731776603 0.10758292759781923 -0.056496819646282392 -0.11575385856842156 0.0098407968827326879 leaf_weight=71.904723800718784 5.8008137568831453 61.552794821560383 92.235803678631783 16.056709237396717 2.864459455013276 29.909590907394886 leaf_count=86 55 194 677 51 5 145 internal_value=0.000183768 0.0267071 0.0849087 0.000313017 0.105581 -0.0477184 internal_weight=280.325 208.42 116.958 24.722 8.66527 91.4624 internal_count=1213 1127 788 111 60 339 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=7 num_cat=0 split_feature=0 10 3 4 20 0 split_gain=67.8727 36.0843 48.106 22.1079 16.393 31.375 threshold=2.7156310000000006 35.000000000000007 6.5000000000000009 24937.000000000004 1.0000000180025095e-35 0.084130500000000011 decision_type=8 10 8 8 8 10 left_child=4 2 -2 -4 -1 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.090289114333154966 -0.058681057018196973 -0.09213389542135858 0.13721717601936179 0.043769192553667929 0.034325733242531957 -0.092348351813824378 leaf_weight=56.873016834259033 24.629121407866478 16.061826914548874 58.627246782183647 44.55784847587347 45.5664147362113 34.249375358223915 leaf_count=17 105 43 123 137 363 425 internal_value=0.00119772 0.0491383 0.0668913 0.0968641 -0.0492636 -0.0200308 internal_weight=280.565 143.876 127.814 103.185 136.689 79.8158 internal_count=1213 408 365 260 805 788 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=7 num_cat=0 split_feature=13 10 3 4 3 7 split_gain=64.7025 48.1197 42.8538 22.7486 22.3149 17.244 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 163.00000000000003 1.0000000180025095e-35 21.877605719934241 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=-0.089495959156515328 -0.047483803630354038 0.14796181425245 0.12168501605321813 0.20044468489151557 0.048972581840128648 -0.066179055075535481 leaf_weight=62.074536226689816 21.480493679642677 28.264629103243351 5.2704448699951163 10.992089182138441 84.43279055505991 66.97589186578989 leaf_count=133 171 60 16 19 427 387 internal_value=0.00055036 0.0262595 0.0080737 0.0454917 0.0664208 -0.0524742 internal_weight=279.491 217.416 189.152 116.905 95.4249 72.2463 internal_count=1213 1080 1020 617 446 403 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=19 0 13 0 4 11 split_gain=285.971 0.0140694 0.00993394 0.00727675 0.00201547 0.00182187 threshold=1.0000000180025095e-35 0.084130500000000011 50796.000000000007 0.0080415000000000018 462.50000000000006 15.500000000000002 decision_type=8 10 8 10 10 10 left_child=-1 2 5 -4 -3 -2 right_child=1 4 3 -5 -6 -7 leaf_value=0.12988012683956951 -0.091554691578127512 -0.088856218133527287 -0.089820008086651526 -0.086974826614456255 -0.087487310909892521 -0.094419859812781545 leaf_weight=98.655551910400391 7.1309649012982828 12.275805179029701 31.301563143730164 12.610617607831953 86.841297723352909 3.2220906019210815 leaf_count=17 70 110 178 186 644 8 internal_value=-0.00293731 -0.0883655 -0.0896599 -0.0890029 -0.0876569 -0.0924464 internal_weight=252.038 153.382 54.2652 43.9122 99.1171 10.3531 internal_count=1213 1196 442 364 754 78 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=13 0 7 10 0 0 split_gain=49.4956 40.9337 28.7934 28.1429 21.0957 19.8048 threshold=50796.000000000007 2.7156310000000006 73.565496186226582 50.000000000000007 0.0046810000000000003 47.407128000000007 decision_type=8 8 10 10 10 8 left_child=3 4 -3 -1 -2 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.061885463094606512 -0.0095757766770828041 -0.052847283899343428 0.18922341849789279 0.13995753663576121 0.10816234698134436 -0.10518718575348732 leaf_weight=108.22897688299417 19.54197920113802 54.468974739313126 9.2607167288660968 7.3787890374660483 68.778123326599598 3.0332794189453134 leaf_count=253 84 199 83 64 524 6 internal_value=0.000523606 0.0374433 -0.0216476 -0.0490026 0.0821112 0.116584 internal_weight=270.691 155.083 66.763 115.608 88.3201 12.294 internal_count=1213 896 288 317 608 89 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=0 5 10 3 4 20 split_gain=53.9689 30.4931 19.6656 26.143 17.7717 15.3639 threshold=2.7156310000000006 30124.500000000004 35.000000000000007 6.5000000000000009 20773.500000000004 1.0000000180025095e-35 decision_type=8 10 10 8 8 8 left_child=5 2 3 -2 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.088081120083114695 -0.055726479547860558 0.13584530125444194 -0.089689215085579616 0.11302780518534097 0.016196587322331493 -0.017460955951843746 leaf_weight=51.129940509796143 23.568179272115231 28.748409025371075 14.162928432226179 38.101415775716305 37.716137208044529 77.503634739667177 leaf_count=17 105 53 42 86 122 788 internal_value=0.00141078 0.0438456 0.0205529 0.036263 0.0648582 -0.0455314 internal_weight=270.931 142.297 113.549 99.3857 75.8176 128.634 internal_count=1213 408 355 313 208 805 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=13 10 9 4 3 8 split_gain=55.4254 37.5913 43.3919 13.8139 20.4469 13.1046 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 163.00000000000003 1.0000000180025095e-35 4.4954850976912946 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=-0.087622512895695073 -0.043514541356042463 0.13177517342753031 -0.086523826911392016 0.17220037199265953 -0.049621557643757599 0.046045262500300742 leaf_weight=56.159095533192158 20.58657531440258 28.11040060967207 38.70242365822196 11.459187030792235 16.754152551293373 98.500670537352562 leaf_count=133 171 60 257 19 110 463 internal_value=0.0008005 0.0239927 0.00770365 0.0324614 0.0448048 0.0321385 internal_weight=270.273 214.113 186.003 147.301 126.714 115.255 internal_count=1213 1080 1020 763 592 573 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=7 num_cat=0 split_feature=19 0 13 0 4 13 split_gain=241.404 0.0166197 0.0134441 0.0077579 0.00236273 0.00214386 threshold=1.0000000180025095e-35 0.084130500000000011 50796.000000000007 0.0080415000000000018 390.50000000000006 27019.000000000004 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.11964847529945599 -0.091694128913819631 -0.087789869428137213 -0.088469355527023674 -0.085389809683910745 -0.087809413112269571 -0.085849949056017824 leaf_weight=94.571501731872559 10.04880169034004 8.0470517612993699 29.284834280610085 11.351116251200436 6.027232363820076 75.875014171004295 leaf_count=17 78 93 178 186 46 615 internal_value=-0.00389329 -0.0869708 -0.088419 -0.0876091 -0.0861548 -0.0859941 internal_weight=235.206 140.634 50.6848 40.636 89.9493 81.9022 internal_count=1213 1196 442 364 754 661 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=21 0 2 7 4 5 split_gain=42.0598 59.4365 18.5307 23.5907 13.2081 15.0495 threshold=0.88726092775000021 2.7156310000000006 6.5000000000000009 72.192781170150241 395.00000000000006 126.00000000000001 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.071719297129176546 0.063223743802669721 -0.061912112423651369 0.1072443705445215 -0.085135700065887776 -0.056710104223079455 0.2112077160220899 leaf_weight=61.027453437447548 45.799647055566311 3.9353375136852247 59.763092689216137 13.992411971092222 72.599544566124678 4.1398845240473747 leaf_count=86 292 13 471 35 277 39 internal_value=0.000958378 0.0231096 0.0678651 0.028505 -0.0432155 0.0781069 internal_weight=261.257 200.23 119.555 59.7921 80.6748 8.07522 internal_count=1213 1127 798 327 329 52 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=19 9 10 4 5 10 split_gain=45.4374 45.7072 19.1793 14.9559 18.5098 13.7504 threshold=0.056568688550000003 7.8706452915351726 35.000000000000007 126.00000000000001 63.000000000000007 30.500000000000004 decision_type=8 8 10 10 10 10 left_child=-1 3 5 4 -2 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.087094879917323689 -0.097124165640963073 0.055606323965426974 -0.089082685822512442 -0.036329745689921984 0.17857100775340545 0.13770645691563296 leaf_weight=47.293998062610626 3.6503442302346212 67.804243918508291 7.1791285984218112 98.224972803145647 7.3158300071954727 29.178713530302048 leaf_count=20 37 292 35 740 31 58 internal_value=0.00158533 0.0212431 0.0686325 -0.0239638 0.0867995 0.0803073 internal_weight=260.647 213.353 104.162 109.191 10.9662 96.983 internal_count=1213 1193 385 808 68 350 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=13 10 2 8 3 8 split_gain=47.6545 30.1564 29.3471 18.4536 16.4324 15.674 threshold=49191.500000000007 41.000000000000007 7.5000000000000009 5.2952081004271827 1.0000000180025095e-35 5.8299176033216806 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=-0.086121984107693256 0.055042442960393637 0.11979538102222764 0.01938613202500258 0.10474364737149872 -0.035406926418000903 -0.07869648076121076 leaf_weight=50.625889547169209 44.273919746279716 27.396952904760838 25.523400038480759 30.984380729496479 36.764950703829527 45.050625141710043 leaf_count=133 146 60 164 104 257 349 internal_value=0.000967418 0.0219631 0.00728435 0.0391046 0.0140082 -0.0432245 internal_weight=260.62 209.994 182.597 112.023 81.0389 70.574 internal_count=1213 1080 1020 507 403 513 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=19 13 5 4 10 13 split_gain=204.457 0.0075582 0.00812449 0.00645246 0.0020818 0.00211431 threshold=1.0000000180025095e-35 27019.000000000004 3459.0000000000005 365.00000000000006 32.000000000000007 49199.500000000007 decision_type=8 8 10 10 10 8 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.11152074425202747 -0.092416526953554012 -0.086512526835555367 -0.086070884379503498 -0.086301315505522766 -0.083960837178571224 -0.084901719348935145 leaf_weight=89.040660381317139 3.2886222153902054 38.181497070938349 5.2206179648637772 13.698557037860155 17.210668530315161 50.896187573671341 leaf_count=17 12 356 42 109 151 526 internal_value=-0.00494152 -0.0856434 -0.0885233 -0.0854391 -0.0849381 -0.0851985 internal_weight=217.537 128.496 8.50924 119.987 81.8054 64.5947 internal_count=1213 1196 54 1142 786 635 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=13 0 15 0 0 0 split_gain=36.212 26.4255 20.321 17.5408 17.151 12.4728 threshold=50796.000000000007 2.7156310000000006 11.500000000000002 0.0046810000000000003 3.9500000000000005e-05 30.014669000000001 decision_type=8 8 10 10 10 10 left_child=2 3 -1 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.057022360499130523 0.087922488006095631 -0.042224052496347531 0.12025450091027477 0.092455753479739944 -0.098924223205248116 0.061963824378205329 leaf_weight=94.151548895984888 8.9606245905160922 47.434889398515224 6.942909210920333 67.466198489069939 10.874820969998835 15.163295693695543 leaf_count=253 60 197 64 524 24 91 internal_value=0.00140462 0.0325976 -0.0448474 0.068151 -0.0145166 -0.0169864 internal_weight=250.994 149.9 101.094 87.3016 19.8354 62.5982 internal_count=1213 896 317 608 84 288 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=19 9 10 8 5 0 split_gain=38.6651 36.495 15.3369 13.8256 21.3202 21.9208 threshold=0.056568688550000003 7.8706452915351726 35.000000000000007 5.2436569921791092 59.000000000000007 0.0012590000000000001 decision_type=8 8 10 10 10 10 left_child=-1 3 -3 4 -2 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.08552404426257082 -0.091712001023418199 0.071884763377709243 -0.087242550064347682 -0.058784484469473035 0.22467406548184574 0.019347591285544804 leaf_weight=42.186789155006409 14.23392318561673 96.366542190313339 6.4631057158112517 51.644387513399124 6.1371492445468894 34.03492746502161 leaf_count=20 118 350 35 444 12 234 internal_value=0.00179827 0.0194345 0.0618832 -0.0217251 0.0134531 0.0507156 internal_weight=251.067 208.88 102.83 106.05 54.406 40.1721 internal_count=1213 1193 385 808 364 246 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=7 num_cat=0 split_feature=13 10 9 0 8 4 split_gain=40.9297 24.9891 32.4623 10.5687 16.2023 14.399 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 2.7156310000000006 6.7998311008908914 467.50000000000006 decision_type=8 10 10 8 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.084786100910408904 0.020377120208697405 0.11106771447810725 -0.083258147417473768 0.05012670980477342 0.15775016874924808 -0.082817736839474396 leaf_weight=45.436162304133177 34.236111119389534 26.32987093180418 32.74921927601099 83.651841528713703 5.6128398776054373 22.347002804279327 leaf_count=133 244 60 257 223 13 283 internal_value=0.00108214 0.0201207 0.00671279 0.0269152 -0.00430363 -0.0203788 internal_weight=250.363 204.927 178.597 145.848 62.196 56.5831 internal_count=1213 1080 1020 763 540 527 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=19 0 13 0 10 13 split_gain=175.104 0.0112349 0.0121116 0.00460324 0.00290152 0.00265356 threshold=1.0000000180025095e-35 0.084130500000000011 50796.000000000007 0.0080415000000000018 25.000000000000004 49193.500000000007 decision_type=8 10 8 10 10 10 left_child=-1 2 5 -4 -3 -2 right_child=1 4 3 -5 -6 -7 leaf_value=0.10529182202965903 -0.091591229017371822 -0.08427781157721681 -0.085694728674231169 -0.083081594563926039 -0.082977154441495699 -0.087917446788255624 leaf_weight=82.849602222442627 2.9230349659919721 47.847867954522371 24.687111552804708 9.2735648863017541 26.73461763933301 6.0054795406758785 leaf_count=17 8 493 178 186 261 70 internal_value=-0.0060364 -0.0845532 -0.0858428 -0.0849812 -0.0838116 -0.0891202 internal_weight=200.321 117.472 42.8892 33.9607 74.5825 8.92851 internal_count=1213 1196 442 364 754 78 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=19 0 2 7 0 0 split_gain=31.8694 41.8916 14.7912 18.75 10.2172 8.84011 threshold=0.056568688550000003 2.7156310000000006 6.5000000000000009 72.192781170150241 16.746952500000003 0.0080415000000000018 decision_type=8 8 10 10 8 10 left_child=-1 2 3 -2 -3 -4 right_child=1 4 5 -5 -6 -7 leaf_value=-0.08342480551050907 0.053072817306761 -0.066145351827695917 -0.025300537268717262 -0.082368314635812678 0.0015243138882968202 0.10623457718192882 leaf_weight=37.098311185836792 43.607386149466038 46.854784987866879 5.6691527813673011 13.350372359156607 42.597051978111267 51.752873845398426 leaf_count=20 282 194 23 35 211 448 internal_value=0.00182633 0.0173424 0.0574335 0.0213267 -0.033921 0.0932484 internal_weight=240.93 203.832 114.38 56.9578 89.4518 57.422 internal_count=1213 1193 788 317 405 471 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=19 9 10 10 15 7 split_gain=32.8297 28.3747 12.1944 12.559 15.3447 19.1203 threshold=0.056568688550000003 7.8706452915351726 35.000000000000007 30.500000000000004 4.5000000000000009 74.175813561605239 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=-0.084165806759182116 -0.019472200106014345 0.05284432290107223 -0.085722505079307565 0.12121564998877069 0.14725287905124804 -0.081052863268057287 leaf_weight=37.435108721256256 102.36712134629488 43.404701545834541 5.8000335842370978 27.133686900138855 11.332356512546538 14.1387432962656 leaf_count=20 808 123 35 58 20 149 internal_value=0.00192124 0.017705 0.0550858 0.0635922 0.0408914 0.019945 internal_weight=241.612 204.177 101.81 96.0095 68.8758 57.5434 internal_count=1213 1193 385 350 292 272 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=13 10 9 4 5 6 split_gain=35.3546 20.5776 28.3189 9.0119 14.4831 9.35893 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 163.00000000000003 1.0000000180025095e-35 77.305112952712406 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=-0.08367526635783698 -0.038512720380947378 0.10342010248416751 -0.081749987512815342 0.14287485227801114 -0.05818913469209365 0.034017414426123702 leaf_weight=40.691117212176323 19.420458480715752 25.017559699714184 30.121988758444786 11.263227760791777 12.351413462311028 101.19591690227389 leaf_count=133 171 60 257 19 101 472 internal_value=0.00127054 0.0186078 0.00643826 0.024856 0.0347161 0.0239874 internal_weight=240.062 199.371 174.353 144.231 124.811 113.547 internal_count=1213 1080 1020 763 592 573 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=19 0 13 0 10 2 split_gain=149.982 0.00949017 0.00926458 0.00339882 0.0033178 0.00249324 threshold=1.0000000180025095e-35 0.084130500000000011 50796.000000000007 0.0080415000000000018 25.000000000000004 7.5000000000000009 decision_type=8 10 8 10 10 10 left_child=-1 2 5 -4 -3 -2 right_child=1 4 3 -5 -6 -7 leaf_value=0.10014707257682431 -0.090023798375617373 -0.083353022923490894 -0.084639386310965611 -0.082294830690105777 -0.08188355115691931 -0.086430804286783527 leaf_weight=76.010538101196289 3.0728166401386243 43.867379374802113 22.727864999324087 8.4938587211072427 23.647503066807985 5.1988462880253792 leaf_count=17 9 493 178 186 261 69 internal_value=-0.00726279 -0.0835586 -0.0847899 -0.0840016 -0.0828383 -0.0877656 internal_weight=183.019 107.008 39.4934 31.2217 67.5149 8.27166 internal_count=1213 1196 442 364 754 78 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=19 0 2 7 4 5 split_gain=27.2765 33.7079 13.4726 15.7228 9.13492 10.7097 threshold=0.056568688550000003 2.5082350000000004 6.5000000000000009 72.192781170150241 390.50000000000006 126.00000000000001 decision_type=8 8 10 10 8 10 left_child=-1 2 3 -2 5 -3 right_child=1 4 -4 -5 -6 -7 leaf_value=-0.082283057528021966 0.046867475465166203 -0.058161134908720116 0.087811387682017517 -0.079066970015347182 -0.041204738722502694 0.17272959745711591 leaf_weight=32.83854267001152 43.562088407576084 3.615705303847788 54.859509572386742 12.834765478968619 78.274367701262236 4.520689845085144 leaf_count=20 282 13 466 35 358 39 internal_value=0.00211432 0.0161353 0.0525285 0.0182074 -0.030722 0.0701248 internal_weight=230.506 197.667 111.256 56.3969 86.4108 8.1364 internal_count=1213 1193 783 317 410 52 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=7 num_cat=0 split_feature=19 9 0 0 5 3 split_gain=28.1358 22.7709 12.3657 12.3543 22.2108 15.3805 threshold=0.056568688550000003 7.9529376233346216 19.409948500000002 0.004088500000000001 56.000000000000007 9.5000000000000018 decision_type=8 10 8 10 8 10 left_child=-1 2 3 4 -2 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.08305181719848026 -0.091659921510561501 0.07281304890047996 0.037993148918488859 -0.070196972326247928 0.14730978283958829 0.022229038276479977 leaf_weight=33.168644785881042 6.3355163484811809 52.657335717231035 47.485187917947769 55.151556987315416 10.073412895202635 26.730943452566862 leaf_count=20 63 177 161 611 22 159 internal_value=0.00219975 0.0164497 -0.0039098 -0.0241534 0.0550432 -0.040024 internal_weight=231.603 198.434 145.777 98.2914 16.4089 81.8825 internal_count=1213 1193 1016 855 85 770 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=7 num_cat=0 split_feature=21 9 10 0 8 4 split_gain=27.2167 17.4429 25.6604 11.1997 12.5089 12.1134 threshold=0.15137254730000002 7.8464943593056891 35.000000000000007 2.5082350000000004 6.7998311008908914 467.50000000000006 decision_type=8 10 10 8 10 10 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.084332243895939879 0.021465650056379335 -0.085966168851021124 0.091660964784877952 0.052615985450543225 0.1397751278746186 -0.073589832221425136 leaf_weight=31.867730796337128 33.437590807676315 32.179424181580544 10.883535146713255 93.718149110674858 5.6279537677764884 22.378875065594912 leaf_count=26 244 299 36 242 13 353 internal_value=0.00144463 0.0152345 -0.0410735 0.030862 -0.00231836 -0.0166456 internal_weight=230.093 198.226 43.063 155.163 61.4444 55.8165 internal_count=1213 1187 335 852 610 597 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=19 0 11 0 7 16 split_gain=128.812 0.00765457 0.00755738 0.00177735 0.00185431 0.00147659 threshold=1.0000000180025095e-35 0.084130500000000011 11.500000000000002 0.0080415000000000018 39.115663475161476 1.0000000180025095e-35 decision_type=8 10 10 8 8 10 left_child=-1 2 3 -2 -5 -3 right_child=1 5 -4 4 -6 -7 leaf_value=0.095935403510717374 -0.084386565670636959 -0.08242407535829438 -0.088400101878081394 -0.081287243841939416 -0.0833854416087631 -0.081436124973428475 leaf_weight=68.956231117248535 11.182859625667332 33.886759886518121 3.2727006375789633 5.7075288705527809 16.074757503345609 27.328818719834089 leaf_count=17 111 422 11 155 165 332 internal_value=-0.00865716 -0.0826649 -0.0838168 -0.0833618 -0.0828357 -0.081983 internal_weight=166.41 97.4534 36.2378 32.9651 21.7823 61.2156 internal_count=1213 1196 442 431 320 754 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=13 7 0 7 0 0 split_gain=22.9684 13.6624 13.2972 20.9739 15.2491 13.5989 threshold=50796.000000000007 75.066790957553607 2.7156310000000006 73.565496186226582 47.407128000000007 0.0046810000000000003 decision_type=8 10 8 10 8 10 left_child=1 -1 5 -4 -5 -2 right_child=2 -3 3 4 -6 -7 leaf_value=-0.080323711712339665 -0.019917901241651978 0.0016287913286894965 -0.042054922732726034 0.16271135040900095 -0.10089030138404609 0.075936580308474444 leaf_weight=41.221872590482235 19.449333295226097 40.16147617995739 44.658324707299471 9.8225443437695468 2.8259239196777353 61.923319473862648 leaf_count=90 84 227 199 83 6 524 internal_value=0.00229119 -0.0398814 0.0270399 -0.00985871 0.103817 0.0530259 internal_weight=220.063 81.3833 138.679 57.3068 12.6485 81.3727 internal_count=1213 317 896 288 89 608 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=19 5 14 10 10 15 split_gain=24.1462 19.7613 12.2017 16.0202 13.9406 20.3734 threshold=0.056568688550000003 30124.500000000004 1.5000000000000002 35.000000000000007 30.500000000000004 4.5000000000000009 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.082081835319447793 -0.021938872310602684 0.10062720090961537 -0.1056805912204053 -0.083797114363928893 0.12230706162944012 0.053631118371725045 leaf_weight=29.30769956111908 89.726509112864733 23.812439791858196 10.044354181736706 10.403091683983801 18.974640816450119 39.973192289471626 leaf_count=20 767 60 123 98 44 101 internal_value=0.00248985 0.0153367 0.00332777 0.0318822 0.0493251 0.0216387 internal_weight=222.242 192.934 169.122 79.3953 68.9922 50.0175 internal_count=1213 1193 1133 366 268 224 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=13 10 3 4 6 4 split_gain=26.2405 16.1829 16.6269 10.4819 9.84265 8.99064 threshold=49191.500000000007 41.000000000000007 6.5000000000000009 24937.000000000004 85.342535734261588 163.00000000000003 decision_type=8 10 10 10 8 8 left_child=-1 2 5 -4 -5 -2 right_child=1 -3 3 4 -6 -7 leaf_value=-0.08178368680004669 -0.036010350904899575 0.095639445214606503 -0.06391112740440838 0.13083157577074206 -0.055815281402662502 0.039605577511088813 leaf_weight=32.140168264508247 18.885835535824299 22.45989703387022 41.938010733574629 6.0989291071891758 5.2638127245008954 93.921880632638931 leaf_count=133 171 60 353 10 40 446 internal_value=0.00173569 0.015971 0.00519884 -0.0408282 0.044367 0.0269462 internal_weight=220.709 188.568 166.108 53.3008 11.3627 112.808 internal_count=1213 1080 1020 403 50 617 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=19 10 13 2 5 2 split_gain=111.62 0.00460844 0.00527806 0.00425594 0.00174209 0.00093635 threshold=1.0000000180025095e-35 25.000000000000004 49199.500000000007 6.5000000000000009 11158.500000000002 3.5000000000000004 decision_type=8 10 8 8 10 10 left_child=-1 2 3 -2 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=0.092649742969583906 -0.088077916707194004 -0.080621758432567178 -0.082392162101805902 -0.084311697220552581 -0.080886049131243962 -0.081593430170019979 leaf_weight=62.3155198097229 2.4830820560455296 20.570123892277479 28.224551076069474 4.8163255155086526 2.1459573358297348 30.577408177778125 leaf_count=17 8 272 355 98 13 450 internal_value=-0.00994909 -0.0819338 -0.0823293 -0.0845235 -0.0832558 -0.0819768 internal_weight=151.133 88.8174 68.2473 9.44536 6.96228 58.802 internal_count=1213 1196 924 119 111 805 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=7 num_cat=0 split_feature=19 0 2 11 0 0 split_gain=20.3542 21.6318 11.0659 13.4807 9.74897 9.37947 threshold=0.056568688550000003 2.7156310000000006 11.500000000000002 10.500000000000002 0.0080415000000000018 3.9500000000000005e-05 decision_type=8 8 10 8 10 10 left_child=-1 2 3 4 5 -2 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.080583306206345406 0.065374218700637324 -0.02592816869091932 0.097995357258552226 -0.11044312779779793 0.062926056638716754 -0.062432920515286698 leaf_weight=25.884189635515213 9.1899727657437342 78.149868957698345 27.464963242411613 6.7837203443050376 48.454588823020458 15.304754689335821 leaf_count=20 60 405 268 14 396 50 internal_value=0.00248272 0.0140831 0.0432522 0.0243953 0.0369342 -0.014482 internal_weight=211.232 185.348 107.198 79.733 72.9493 24.4947 internal_count=1213 1193 788 520 506 110 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=7 num_cat=0 split_feature=19 5 14 10 10 15 split_gain=20.6207 16.6349 10.3048 12.9445 12.2709 17.6919 threshold=0.056568688550000003 23740.500000000004 1.5000000000000002 35.000000000000007 30.500000000000004 4.5000000000000009 decision_type=8 10 8 10 10 8 left_child=-1 2 -2 4 5 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.081241078113357096 -0.021470900280216289 0.090083856384019376 -0.10422897157417453 -0.082802934958044125 0.11444687203452414 0.047597882977355017 leaf_weight=25.79309868812561 85.347966175526381 24.987837105989456 9.5116816051304323 9.112105540931223 18.160702437162399 39.746288865804672 leaf_count=20 758 72 122 97 44 100 internal_value=0.00257414 0.0141431 0.00242079 0.0290651 0.0441848 0.0182802 internal_weight=212.66 186.867 161.879 76.5308 67.4187 49.258 internal_count=1213 1193 1121 363 266 222 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=7 num_cat=0 split_feature=13 10 9 10 4 3 split_gain=22.8618 13.5714 18.8224 6.83193 7.15411 10.0886 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=-0.081064495809902923 -0.034216405784613123 0.090659933430066564 -0.078183691288829127 -0.091542450576496917 0.12666927111419915 0.02351073036398281 leaf_weight=28.629419099539518 18.456175863742828 21.004059419035912 23.184464169666171 5.3613224253058425 10.423527896404265 104.76026048883796 leaf_count=133 171 60 257 29 19 544 internal_value=0.00203848 0.015026 0.00523099 0.019144 0.0235845 0.032846 internal_weight=211.819 183.19 162.186 139.001 133.64 115.184 internal_count=1213 1080 1020 763 734 563 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=7 num_cat=0 split_feature=19 0 13 10 0 7 split_gain=96.5617 0.0057667 0.00614775 0.00268653 0.00186493 0.00132906 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 25.000000000000004 0.0080415000000000018 39.115663475161476 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 -3 -4 -6 right_child=1 3 4 -5 5 -7 leaf_value=0.089834187636486804 -0.087262583278934269 -0.081144869794271282 -0.083075360492500971 -0.079585283399054213 -0.079898421060326019 -0.081857017506173857 leaf_weight=55.708659648895264 2.3698928952217102 33.454202134162188 9.8409177381545359 16.489264657720923 4.5995577368885305 14.040790591388939 leaf_count=17 8 493 111 261 155 168 internal_value=-0.0114545 -0.081294 -0.0823689 -0.08063 -0.0819617 -0.0813737 internal_weight=136.503 80.7946 30.8512 49.9435 28.4813 18.6403 internal_count=1213 1196 442 754 434 323 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=7 num_cat=0 split_feature=19 0 2 7 0 0 split_gain=17.4804 17.0512 10.5342 11.3458 8.43981 10.8547 threshold=0.056568688550000003 2.5082350000000004 6.5000000000000009 72.192781170150241 30.014669000000001 40.875559000000003 decision_type=8 8 10 10 8 8 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.079856685111491965 0.033767528438527074 -0.051571374252731943 0.073180271726115423 -0.076394498561764557 0.10311386358563193 -0.022346766220882476 leaf_weight=22.735986202955246 41.912084065377712 43.429928503930569 49.191667146980762 12.033334001898764 9.9020635038614255 22.716638330370188 leaf_count=20 282 228 466 35 72 110 internal_value=0.00274305 0.0132237 0.0397126 0.00919424 -0.0227005 0.0157393 internal_weight=201.922 179.186 103.137 53.9454 76.0486 32.6187 internal_count=1213 1193 783 317 410 182 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=7 num_cat=0 split_feature=19 5 5 0 0 13 split_gain=17.6548 14.1976 9.45119 18.3332 9.306 12.1725 threshold=0.056568688550000003 30124.500000000004 59.000000000000007 0.0080415000000000018 5.0057940000000007 27019.000000000004 decision_type=8 10 8 8 8 8 left_child=-1 2 -2 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.080557383597862575 -0.08698202371957027 0.090533572289151099 0.11410230956861354 0.079653089304727948 0.016201109152837997 -0.062943381417069608 leaf_weight=22.68670117855072 10.901884526014326 20.902954738587141 15.054593827575443 7.1415466293692589 89.746434025466442 37.007755160331726 leaf_count=20 118 60 48 38 322 607 internal_value=0.00259425 0.0130307 0.00289605 0.00947436 -0.00228951 -0.0398771 internal_weight=203.442 180.755 159.852 148.95 133.896 44.1493 internal_count=1213 1193 1133 1015 967 645 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=13 3 4 4 8 9 split_gain=19.919 10.2093 9.54498 17.0165 7.47871 8.31661 threshold=49191.500000000007 71.500000000000014 23996.500000000004 4534.0000000000009 5.2952081004271827 6.0513618093080739 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=-0.080457242751615102 0.0053614727254064666 -0.090236564879191017 0.095768581155294796 -0.085581107805489998 0.10795445775460846 0.024266218312407852 leaf_weight=25.40607225894928 85.651081118732691 8.8924738932400924 15.026817932724951 15.932785039767621 18.191792655736208 34.195235010236502 leaf_count=133 427 58 44 268 55 228 internal_value=0.0023705 0.0141999 0.0196952 0.0122708 0.0235652 0.0533276 internal_weight=203.296 177.89 168.998 153.971 138.038 52.387 internal_count=1213 1080 1022 978 710 283 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=7 num_cat=0 split_feature=19 0 13 16 0 7 split_gain=83.803 0.00459914 0.00480189 0.0010602 0.000970387 0.00111402 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 1.0000000180025095e-35 0.0080415000000000018 39.115663475161476 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 -3 -4 -6 right_child=1 3 4 -5 5 -7 leaf_value=0.087549999873581419 -0.086141255767655078 -0.080459911587064337 -0.082132302749221314 -0.079481662407903095 -0.079431470161110435 -0.081302852059672637 leaf_weight=49.600368976593018 2.2071468830108643 25.63769924081862 8.8987705819308811 19.509200332686305 4.2063753865659264 13.049887994304298 leaf_count=17 8 422 111 332 155 168 internal_value=-0.0128912 -0.0806641 -0.0816621 -0.0800372 -0.0812841 -0.0808467 internal_weight=123.109 73.5091 28.3622 45.1469 26.155 17.2563 internal_count=1213 1196 442 754 434 323 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=19 0 2 0 9 0 split_gain=14.9611 13.4488 9.12604 7.67695 7.49233 7.4284 threshold=0.056568688550000003 2.7156310000000006 11.500000000000002 16.746952500000003 7.9525542251358887 47.407128000000007 decision_type=8 8 10 8 8 10 left_child=-1 2 4 -3 -2 -5 right_child=1 3 -4 5 -6 -7 leaf_value=-0.07924111527439405 0.025924711976869311 -0.055436578290950549 0.088362044055592073 0.02903249364060841 -0.11624366523922447 -0.091772315918943789 leaf_weight=19.92968338727951 72.020982556045055 33.82098775357008 24.908657357096672 32.227929148823023 3.9080447256565085 6.0448296368122092 leaf_count=20 512 194 268 193 8 18 internal_value=0.00280283 0.0122581 0.035838 -0.0207232 0.0186073 0.00995249 internal_weight=192.861 172.931 100.838 72.0937 75.929 38.2728 internal_count=1213 1193 788 405 520 211 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=19 5 10 10 15 8 split_gain=15.2007 11.7888 8.66908 17.6465 13.9278 14.5589 threshold=0.056568688550000003 30124.500000000004 35.000000000000007 30.500000000000004 4.5000000000000009 5.0737447080006826 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=-0.079997884473380382 0.015242461898754504 0.085686817761655432 -0.081915739552987366 0.10621860640537739 0.09941292004856668 -0.057034326803195694 leaf_weight=19.91961881518364 69.780001945793629 19.406382609158754 11.152182355523108 16.716290205717087 12.028934687376021 46.402277370914817 leaf_count=20 407 60 140 44 28 514 internal_value=0.00278556 0.0121824 0.00304312 0.00958071 -0.00301902 -0.0136243 internal_weight=195.406 175.486 156.08 144.928 128.211 116.182 internal_count=1213 1193 1133 993 949 921 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=7 num_cat=0 split_feature=13 10 9 7 6 11 split_gain=17.2483 10.9749 14.6166 6.13249 9.38083 6.718 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 78.17316725879266 98.181572551691147 11.500000000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 5 -5 -2 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.079861018158755903 0.018869646886168826 0.08576663195831348 -0.076504335985129901 0.10081416751787189 -0.089013186920037957 0.14115271015794781 leaf_weight=22.470767568796873 115.80497074872255 18.630955904722214 19.460516093298793 3.3894740641117087 11.223699055612085 4.6740308757871381 leaf_count=133 631 60 257 6 89 37 internal_value=0.00256658 0.0132617 0.00452135 0.0161934 -0.0449834 0.0236137 internal_weight=195.654 173.184 154.553 135.092 14.6132 120.479 internal_count=1213 1080 1020 763 95 668 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=19 0 13 10 0 7 split_gain=72.9218 0.00327814 0.00294021 0.00193763 0.000761608 0.000853977 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 25.000000000000004 0.0080415000000000018 39.115663475161476 decision_type=8 10 8 10 8 8 left_child=-1 2 -2 -3 -4 -6 right_child=1 3 4 -5 5 -7 leaf_value=0.085654253410574352 -0.084706772657854534 -0.080044805325306834 -0.081485772773542492 -0.078567956732613325 -0.079000164198897549 -0.080714140332765638 leaf_weight=43.963763236999512 1.9866792559623718 27.849971203133464 8.2042522337287718 13.044969236478208 3.8374831490218613 11.98802400380373 leaf_count=17 8 493 111 261 155 168 internal_value=-0.0143951 -0.080132 -0.0810095 -0.0795737 -0.0807039 -0.0802985 internal_weight=110.875 66.9114 26.0164 40.8949 24.0298 15.8255 internal_count=1213 1196 442 754 434 323 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=7 num_cat=0 split_feature=19 0 0 0 4 10 split_gain=12.8926 10.9275 8.45587 9.65484 7.85736 7.04564 threshold=0.056568688550000003 2.5082350000000004 0.0053650000000000008 3.9500000000000005e-05 140.00000000000003 30.500000000000004 decision_type=8 8 10 10 8 10 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.07871008026992804 0.13162557370127487 -0.0024394015266317537 0.048576955489974039 -0.083797604624081007 -0.05666470728993659 -0.081104023412467072 leaf_weight=17.435658842325211 5.3479598686099061 56.120258316397667 76.880904778838158 11.625153824687002 3.7846792936325082 14.283632613718508 leaf_count=20 47 317 691 32 13 93 internal_value=0.00313907 0.0116315 0.0332855 -0.0233498 0.0535957 -0.018399 internal_weight=185.478 168.043 97.6387 20.7578 9.13264 70.4039 internal_count=1213 1193 783 92 60 410 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=7 num_cat=0 split_feature=19 5 0 3 10 5 split_gain=13.0352 10.245 12.3185 12.271 12.6915 9.06719 threshold=0.056568688550000003 59.000000000000007 0.0053650000000000008 6.5000000000000009 35.000000000000007 1130.0000000000002 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.079505546317034936 -0.085950227884780933 0.11303519751840879 -0.045338639531343046 0.1125426135536767 -0.081418759442324351 0.023869435741819069 leaf_weight=17.458584547042847 10.193112544715403 12.433453813195227 32.051078075543046 13.197187162935732 10.273357190191744 91.36783860437572 leaf_count=20 118 29 397 38 141 470 internal_value=0.00276942 0.011243 0.0174612 0.00937132 0.0246407 0.0350609 internal_weight=186.975 169.516 159.323 146.889 114.838 104.565 internal_count=1213 1193 1075 1046 649 508 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=13 10 9 8 9 6 split_gain=14.831 9.40006 12.8803 5.61105 7.02581 9.04624 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 6.7998311008908914 6.3944237114723839 115.44486244277728 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=-0.079278167634777838 0.019990756740724442 0.082440905351647178 -0.075575290263805731 0.11555715502194414 -0.093336756527699849 0.068309186377935552 leaf_weight=19.785574451088905 111.17109514400363 17.13521658629179 17.815541004762053 5.3217377364635459 12.493999108672144 4.7891693077981463 leaf_count=133 581 60 257 13 138 31 internal_value=0.00263122 0.0122362 0.00430063 0.0149381 0.0107695 -0.0485446 internal_weight=188.512 168.727 151.592 133.776 128.454 17.2832 internal_count=1213 1080 1020 763 750 169 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=19 10 13 0 0 0 split_gain=63.4799 0.00242365 0.00147229 0.000797461 0.0006914 0.000570234 threshold=1.0000000180025095e-35 25.000000000000004 27019.000000000004 0.0080415000000000018 0.15692350000000002 3.5404535000000004 decision_type=8 10 8 8 10 8 left_child=-1 2 -2 -4 -3 -5 right_child=1 4 3 5 -6 -7 leaf_value=0.084032110478127156 -0.082001654477312058 -0.080709430700815377 -0.080844590907454605 -0.079141450616064021 -0.078207189262342741 -0.079946625450130648 leaf_weight=38.724184274673462 3.3605033569037914 1.2188343796879042 6.6170550994575015 13.783701257780193 11.746935334056614 24.306087145581841 leaf_count=17 39 11 105 485 261 295 internal_value=-0.0161147 -0.0796557 -0.079983 -0.0798313 -0.0784424 -0.0796553 internal_weight=99.7573 61.0331 48.0673 44.7068 12.9658 38.0898 internal_count=1213 1196 924 885 272 780 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=7 num_cat=0 split_feature=15 10 11 13 10 11 split_gain=11.7833 13.2877 8.48252 10.1155 6.50672 10.7189 threshold=4.5000000000000009 50.000000000000007 6.5000000000000009 50796.000000000007 19.500000000000004 12.500000000000002 decision_type=10 10 10 8 10 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.084909026854126934 -0.076458490531759071 0.095736715068043363 0.12485950727433642 0.014875183308487361 -0.11840329006629918 0.09778097192719741 leaf_weight=11.171356737613676 28.679562143981457 5.311253920197486 11.569215577095749 112.13513798639178 3.7547995522618267 5.8932227194309244 leaf_count=35 114 76 121 765 13 89 internal_value=0.0034247 -0.049552 0.0158844 0.00583491 0.0742882 0.0136468 internal_weight=178.515 33.9908 144.524 123.306 21.2172 9.64802 internal_count=1213 190 1023 800 223 102 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=7 num_cat=0 split_feature=19 5 5 4 7 10 split_gain=11.1653 9.61044 7.45719 10.9669 7.4311 7.82482 threshold=0.056568688550000003 23740.500000000004 59.000000000000007 126.00000000000001 31.516711464369738 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=-0.079083894990351469 -0.084903217081734844 0.076073860693693818 0.11932675183736433 -0.051578173953261613 0.019522382625138422 -0.080505476478165139 leaf_weight=15.28766456246376 9.3680783696472627 19.550660781562328 8.2161277383565885 22.820518914610147 96.252310207113624 8.5120641216635686 leaf_count=20 118 72 31 261 573 138 internal_value=0.00266698 0.0102543 0.00139003 0.00734287 0.00013141 0.0113952 internal_weight=180.007 164.72 145.169 135.801 127.585 104.764 internal_count=1213 1193 1121 1003 972 711 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=7 num_cat=0 split_feature=13 10 9 4 4 4 split_gain=12.9169 7.7519 11.5965 5.308 8.73992 5.01636 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 24937.000000000004 4589.5000000000009 168.50000000000003 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=-0.078810824558772988 -0.025813970977738705 0.078577737930814684 -0.074540694666485607 0.11108132109483189 -0.09474614321416909 0.026714763137024755 leaf_weight=17.503748025745153 22.398966144770384 15.616776101291178 16.494808502495289 5.4439145922660819 7.462215978652238 96.520497383549809 leaf_count=133 204 60 257 10 121 428 internal_value=0.00284461 0.011563 0.00450702 0.0143979 0.0102333 0.0168208 internal_weight=181.441 163.937 148.32 131.826 126.382 118.919 internal_count=1213 1080 1020 763 753 632 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=7 num_cat=0 split_feature=19 0 13 16 0 0 split_gain=55.3863 0.00187897 0.00184348 0.000792687 0.00050474 0.00049739 threshold=1.0000000180025095e-35 0.084130500000000011 27019.000000000004 1.0000000180025095e-35 0.0080415000000000018 3.0028960000000002 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 5 -4 -3 right_child=1 3 4 -5 -6 -7 leaf_value=0.082704953773953038 -0.083092338120379472 -0.078311395229530151 -0.08037690339835131 -0.07818560606321219 -0.079322563422580594 -0.079462019299884876 leaf_weight=34.066496849060059 1.7251167595386505 5.0333467079326537 6.9288468137383523 13.904528886079786 13.172688207589088 14.814505510032175 leaf_count=17 8 221 111 332 323 201 internal_value=-0.0176939 -0.0792322 -0.0799552 -0.0787646 -0.079686 -0.0791702 internal_weight=89.6455 55.579 21.8267 33.7524 20.1015 19.8479 internal_count=1213 1196 442 754 434 422 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=7 num_cat=0 split_feature=15 10 9 10 7 7 split_gain=10.1979 11.6298 7.64429 12.5147 8.82939 8.10573 threshold=4.5000000000000009 50.000000000000007 6.0449806140825677 30.500000000000004 39.115663475161476 73.565496186226582 decision_type=10 10 10 10 10 10 left_child=2 -2 4 5 -1 -4 right_child=1 -3 3 -5 -6 -7 leaf_value=0.011002712451291563 -0.074705105582370326 0.094000078105858295 0.0047927472039811141 -0.069547208403858987 -0.073286508421557636 0.091585630952104202 leaf_weight=69.201301336288452 26.164311856031421 4.8424187600612631 16.104918740689754 8.3809849023818952 15.147937476634977 32.423903081566095 leaf_count=471 114 76 124 59 43 326 internal_value=0.00357424 -0.0483579 0.0149735 0.0432944 -0.00413445 0.0627823 internal_weight=172.266 31.0067 141.259 56.9098 84.3492 48.5288 internal_count=1213 190 1023 509 514 450 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=7 num_cat=0 split_feature=19 5 0 5 2 3 split_gain=9.58463 8.08008 8.76513 8.95629 7.2714 18.5794 threshold=0.056568688550000003 59.000000000000007 0.0080415000000000018 23740.500000000004 6.5000000000000009 3.5000000000000004 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=-0.078681526719159581 -0.084110371852634175 0.086042445436751241 -0.010631160727700761 0.071826077208054964 -0.028306423774386909 0.12006075580554885 leaf_weight=13.357380449771881 8.7189696095883829 15.535460095852612 44.269658382982016 18.292864218354225 58.644721478223801 14.421078033745287 leaf_count=20 118 48 279 72 625 51 internal_value=0.00269582 0.00949448 0.0148935 0.0067438 -0.00340268 0.0214815 internal_weight=173.24 159.883 151.164 135.628 117.335 58.6907 internal_count=1213 1193 1075 1027 955 330 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=7 num_cat=0 split_feature=21 3 4 4 0 7 split_gain=11.6535 6.34187 6.22783 11.773 4.88587 7.33929 threshold=0.15137254730000002 71.500000000000014 23996.500000000004 4353.5000000000009 19.409948500000002 31.989537867745195 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=-0.084569437402427255 0.025145564996064691 -0.088738174458374869 0.083814733625594329 -0.080953199689957858 -0.10981761115087088 0.026723291325638068 leaf_weight=14.017914950847626 113.52413404360414 6.1922252867370835 11.95022566616535 13.294068736955522 7.0870513617992374 8.8558439146727324 leaf_count=26 712 65 47 282 33 48 internal_value=0.00287807 0.0104965 0.0144683 0.00866346 0.0178656 -0.0339729 internal_weight=174.921 160.904 154.711 142.761 129.467 15.9429 internal_count=1213 1187 1122 1075 793 81 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=7 num_cat=0 split_feature=20 10 13 0 0 0 split_gain=48.3019 0.001337 0.000661513 0.000512697 0.000431984 0.000306596 threshold=1.0000000180025095e-35 25.000000000000004 27019.000000000004 0.15692350000000002 0.0080415000000000018 3.5404535000000004 decision_type=8 10 8 10 10 10 left_child=-1 2 -2 -3 -4 -6 right_child=1 3 4 -5 5 -7 leaf_value=0.081555040808878154 -0.08059695660996366 -0.07991406541297412 -0.079488768245588648 -0.077602136168229863 -0.078375290046789003 -0.07907190533158015 leaf_weight=29.803711295127869 2.7541137840598822 1.0672048870474089 11.900592522695659 9.4784705601632577 11.46138850413263 14.078945269808171 leaf_count=17 39 11 184 261 485 216 internal_value=-0.0194882 -0.0788383 -0.0791012 -0.0778361 -0.0789912 -0.0787593 internal_weight=80.5444 50.7407 40.195 10.5457 37.4409 25.5403 internal_count=1213 1196 924 272 885 701 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=7 num_cat=0 split_feature=15 10 0 0 4 10 split_gain=8.77548 10.2825 6.70465 8.79522 8.86809 7.7166 threshold=4.5000000000000009 50.000000000000007 0.004088500000000001 3.9500000000000005e-05 149.00000000000003 30.500000000000004 decision_type=10 10 10 10 8 8 left_child=2 -2 3 4 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=0.11997166508658011 -0.072823630685713889 0.092146829225802002 0.035353475901375539 -0.086374434331687566 -0.021637232298334124 -0.067176304045949625 leaf_weight=5.9720208048820522 23.957755096256736 4.4856119304895392 94.01855544000864 13.578465819358824 17.041948653757572 7.9621523469686499 leaf_count=55 114 76 793 32 84 59 internal_value=0.00378741 -0.0468073 0.0141724 -0.0225484 0.0151096 0.0273485 internal_weight=167.017 28.4434 138.573 36.5924 23.014 101.981 internal_count=1213 190 1023 171 139 852 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=19 5 0 3 2 5 split_gain=8.2336 7.21986 7.84437 9.08085 12.2846 7.00073 threshold=0.056568688550000003 59.000000000000007 0.0012590000000000001 6.5000000000000009 7.5000000000000009 44725.000000000007 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.078334946561280774 -0.083310661889512139 0.11177905969440248 -0.037421371449681072 0.11721175974330698 -8.660866953318445e-05 0.080725024813719709 leaf_weight=11.664645880460739 8.0746193882077915 7.7427842617034903 33.067965649068356 12.148847639560698 82.538427287712693 12.32014738768339 leaf_count=20 118 13 407 24 585 46 internal_value=0.00270334 0.00876701 0.0137968 0.00838074 0.0225347 0.0104091 internal_weight=167.557 155.893 147.818 140.075 107.007 94.8586 internal_count=1213 1193 1075 1062 655 631 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=7 num_cat=0 split_feature=21 9 15 0 3 3 split_gain=10.1746 6.87612 6.31862 4.39951 7.30704 9.95697 threshold=0.15137254730000002 7.8643666710854703 9.0000000000000018 0.18645300000000004 2.5000000000000004 1.5000000000000002 decision_type=8 10 10 8 10 8 left_child=-1 3 -3 4 5 -2 right_child=1 2 -4 -5 -6 -7 leaf_value=-0.084508133382127149 -0.015561592555939523 -0.068787195690529754 0.069250049111759235 0.030384462351354582 -0.067478582611548474 0.1144340707224067 leaf_weight=12.364115163683891 21.506519891321663 17.536037210375074 4.0894424542784682 92.38865617569536 14.06546544190496 8.1154642701148969 leaf_count=26 195 296 19 441 215 21 internal_value=0.0028468 0.0096956 -0.0426839 0.0180199 -0.00812837 0.020053 internal_weight=170.066 157.702 21.6255 136.076 43.6874 29.622 internal_count=1213 1187 315 872 431 216 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=7 num_cat=0 split_feature=19 0 10 13 0 7 split_gain=42.1032 0.00103346 0.000697364 0.00058529 0.000264956 0.000297164 threshold=1.0000000180025095e-35 0.084130500000000011 25.000000000000004 27019.000000000004 0.0080415000000000018 39.115663475161476 decision_type=8 10 10 8 8 8 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.08057662192669196 -0.081079804248609832 -0.078450351688232181 -0.077368976046903126 -0.079471718592487667 -0.077724813722885491 -0.078929120350014176 leaf_weight=25.970809102058411 1.3585621416568756 19.323714369907979 8.6255217930302006 5.7949822386726799 2.6998612461611602 8.4979041116312146 leaf_count=17 8 493 261 111 155 168 internal_value=-0.0213352 -0.0784995 -0.0781166 -0.0790825 -0.0789228 -0.0786388 internal_weight=72.2714 46.3005 27.9492 18.3513 16.9927 11.1978 internal_count=1213 1196 754 442 434 323 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=7 num_cat=0 split_feature=15 10 9 10 0 7 split_gain=7.47153 9.12029 6.50957 10.3984 8.34189 7.77265 threshold=4.5000000000000009 50.000000000000007 6.0922751576412013 30.500000000000004 47.407128000000007 73.565496186226582 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=-0.0032329309841063972 -0.070869446353023349 0.090540341943282421 0.00041938203114851177 -0.064772343076163683 -0.094264808318452395 0.10286886000940765 leaf_weight=86.468041438609362 21.990611597895626 4.1634174212813368 10.107792280614374 7.6160575300455085 3.1353032290935507 27.698813755065203 leaf_count=567 114 76 74 59 8 315 internal_value=0.00374535 -0.0451749 0.013221 0.0425208 0.0624796 0.0754785 internal_weight=161.18 26.154 135.026 48.558 40.9419 37.8066 internal_count=1213 190 1023 456 397 389 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=7 num_cat=0 split_feature=19 5 10 10 0 15 split_gain=7.07168 6.37764 6.87143 9.72935 7.19873 8.62934 threshold=0.056568688550000003 59.000000000000007 35.000000000000007 30.500000000000004 0.004088500000000001 4.5000000000000009 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.078033635101615983 -0.082590669907982139 0.083764863548871304 -0.079969778085987098 0.087144472291279695 -0.010600136886068978 0.078188785796041327 leaf_weight=10.180649906396866 7.3813187759369603 11.22689490765333 7.5778964683413497 17.647917121648788 95.15971221216023 12.368887707591055 leaf_count=20 118 22 141 64 814 34 internal_value=0.00264125 0.00806744 0.0127151 0.0178642 0.00756867 -0.000386852 internal_weight=161.543 151.363 143.981 136.403 118.755 107.529 internal_count=1213 1193 1075 934 870 848 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=7 num_cat=0 split_feature=21 9 10 4 4 8 split_gain=8.96446 6.08394 8.83774 4.21705 7.72712 5.26388 threshold=0.15137254730000002 7.8643666710854703 35.000000000000007 24937.000000000004 4589.5000000000009 5.2952081004271827 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=-0.08446705957607234 0.0042050391731792633 -0.081484070908958997 0.068562660686746366 0.099401024637243512 -0.090315913309673188 0.04836739657696025 leaf_weight=10.915355697274208 80.259040333330631 14.858977056108417 5.3347798287868491 5.9410512447357169 6.8241205131635061 40.664892420172691 leaf_count=26 413 280 35 14 139 306 internal_value=0.00310426 0.00931594 -0.0418448 0.0170438 0.0132137 0.0190562 internal_weight=164.798 153.883 20.1938 133.689 127.748 120.924 internal_count=1213 1187 315 872 858 719 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=19 10 0 0 11 0 split_gain=36.9524 0.000816986 0.00034503 0.000246523 0.000384136 0.000240702 threshold=1.0000000180025095e-35 25.000000000000004 0.15692350000000002 0.084130500000000011 11.500000000000002 0.0080415000000000018 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=0.079805234309773196 -0.078800971228694727 -0.07914875911373126 -0.077090896191897781 -0.078151830302738604 -0.080210406348584146 -0.077908577732605691 leaf_weight=22.821730136871338 10.154713978990911 0.91277988720685055 7.5863646110519767 17.665161785669625 1.512279875576495 4.3033859059214583 leaf_count=17 184 11 261 493 11 236 internal_value=-0.0226787 -0.0781879 -0.0773119 -0.0784092 -0.078694 -0.0785354 internal_weight=64.9564 42.1347 8.49914 33.6355 15.9704 14.4581 internal_count=1213 1196 272 924 431 420 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=7 num_cat=0 split_feature=19 0 7 15 4 6 split_gain=6.50753 5.76399 6.75131 9.2127 7.71218 7.1526 threshold=0.056568688550000003 2.7156310000000006 73.565496186226582 2.5000000000000004 226.00000000000003 123.39221534797306 decision_type=8 8 8 8 10 10 left_child=-1 -2 4 5 -3 -4 right_child=1 2 3 -5 -6 -7 leaf_value=-0.077369799557182845 0.026064476466656133 0.053321638032050159 -0.0093551145587132296 -0.021952244978408048 -0.083029540394638321 0.14637257686539959 leaf_weight=9.2477979958057404 84.833133272826672 5.2562008909881142 4.9265566468238813 24.93666760250926 19.678455863147974 7.3490610048174858 leaf_count=20 788 32 24 190 95 64 internal_value=0.00399547 0.00911487 -0.014022 0.012958 -0.0542868 0.0838746 internal_weight=156.228 146.98 62.1469 37.2123 24.9347 12.2756 internal_count=1213 1193 405 278 127 88 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=19 5 10 10 0 5 split_gain=6.07687 5.79943 5.91282 8.20297 6.33084 5.98428 threshold=0.056568688550000003 59.000000000000007 35.000000000000007 30.500000000000004 0.0012590000000000001 7294.0000000000009 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=-0.077808259022088697 -0.082040964409868716 0.095398582259451942 -0.079428165078294852 0.083106916099900494 -0.019967745712695571 0.027166021849900093 leaf_weight=8.8867631852626783 6.9144257344305506 7.6021937727928153 6.7630464900284997 16.199056208133698 60.506892153993249 48.55134447850287 leaf_count=20 118 13 141 64 685 172 internal_value=0.00248576 0.00735521 0.0117823 0.0164253 0.00716609 0.00101561 internal_weight=155.424 146.537 139.623 132.859 116.66 109.058 internal_count=1213 1193 1075 934 870 857 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=21 3 4 4 0 6 split_gain=7.83842 4.46264 4.73571 8.69384 3.90815 7.19728 threshold=0.15137254730000002 71.500000000000014 23996.500000000004 4534.0000000000009 19.409948500000002 88.087016270888299 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=-0.084483954792354932 0.020585255155105644 -0.087338811592422128 0.077994609765144038 -0.081847628061439401 -0.1069807164828776 0.03037214395320206 leaf_weight=9.6450810581445676 109.64456773735583 4.7042457619681946 10.009729899466036 10.245417702011762 7.1120169013738606 8.2293077893555164 leaf_count=26 716 65 47 278 34 47 internal_value=0.00289854 0.00851933 0.0116241 0.0067114 0.0139708 -0.0333027 internal_weight=159.59 149.945 145.241 135.231 124.986 15.3413 internal_count=1213 1187 1122 1075 797 81 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=19 10 11 4 6 3 split_gain=32.2283 0.000717076 0.000199536 0.000228088 0.000132313 0.000212775 threshold=1.0000000180025095e-35 25.000000000000004 15.500000000000002 109.00000000000001 84.856096117575447 22.500000000000004 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=0.079096806064789638 -0.079990389208597468 -0.077042185237029062 -0.079113495292133379 -0.077777883136189926 -0.078374167425070418 -0.077384543704990608 leaf_weight=19.806670665740967 0.60160616040230408 7.5520422901026896 1.9308078549802292 12.413401689380409 13.359264439903198 2.5945501057431093 leaf_count=17 16 272 27 437 375 69 internal_value=-0.0245346 -0.0779157 -0.0781292 -0.0780636 -0.0780227 -0.0782132 internal_weight=58.2583 38.4517 30.8996 28.9688 28.3672 15.9538 internal_count=1213 1196 924 897 881 444 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=7 num_cat=0 split_feature=15 10 9 10 8 6 split_gain=5.73199 7.51397 5.4006 8.05939 5.1573 4.52548 threshold=4.5000000000000009 50.000000000000007 6.0922751576412013 30.500000000000004 6.7963979550449611 83.534692932856203 decision_type=10 8 10 10 10 10 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.007396816685543684 -0.067949612297180176 0.088657097652643735 0.083573687872556784 -0.061642460407788459 0.0072624469647137868 -0.055108187860939677 leaf_weight=69.153392523527145 18.881430730223659 3.657126933336257 25.508056994527578 6.698167096823453 13.566227119415997 13.914011582732199 leaf_count=498 114 76 294 59 103 69 internal_value=0.00398616 -0.0425385 0.0121249 0.0397059 0.0570791 -0.00307294 internal_weight=151.378 22.5386 128.84 45.7725 39.0743 83.0674 internal_count=1213 190 1023 456 397 567 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=19 5 4 3 2 5 split_gain=5.26765 5.21256 5.77917 6.85543 10.5111 5.51862 threshold=0.056568688550000003 59.000000000000007 126.00000000000001 6.5000000000000009 7.5000000000000009 23740.500000000004 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.077608820854539629 -0.081403843937175299 0.093859811737298501 -0.035712043855489282 0.10959675446234317 -0.0042980750937152796 0.063307204192958585 leaf_weight=7.7596242725849152 6.3715594224631777 7.9519994743168345 30.128829823806882 11.28885008022189 72.17619326338172 14.500288687646387 leaf_count=20 118 31 389 24 559 72 internal_value=0.00262691 0.00699855 0.0111388 0.0060035 0.0188329 0.00701175 internal_weight=150.177 142.418 136.046 128.094 97.9653 86.6765 internal_count=1213 1193 1075 1044 655 631 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=7 num_cat=0 split_feature=13 10 9 8 13 4 split_gain=6.88814 4.46847 6.68944 4.48158 4.94111 3.3463 threshold=49191.500000000007 41.000000000000007 7.8464943593056891 6.7998311008908914 49199.500000000007 24937.000000000004 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=-0.077801722225741332 0.0066862016685306988 0.070418931139339752 -0.07169722104233206 0.10435669158005251 -0.099799765981879701 0.096694610440627715 leaf_weight=9.9269023351371271 109.9754079375416 10.724386662244795 10.914483201690016 4.834417760372161 4.2455819956958285 4.2916480600833884 leaf_count=133 719 60 257 13 21 10 internal_value=0.00278495 0.00830256 0.0033409 0.00998072 0.0061309 0.0100667 internal_weight=154.913 144.986 134.262 123.347 118.513 114.267 internal_count=1213 1080 1020 763 750 729 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=7 num_cat=0 split_feature=19 10 0 4 6 3 split_gain=28.4862 0.000524234 0.0002015 0.000180634 0.00016333 0.00024282 threshold=1.0000000180025095e-35 25.000000000000004 0.15692350000000002 109.00000000000001 84.856096117575447 22.500000000000004 decision_type=8 10 10 8 8 10 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.078568170293503159 -0.079642664423316592 -0.078422746009217711 -0.076700881575306482 -0.077542427821462867 -0.078197309019893427 -0.077116543803101692 leaf_weight=17.469314336776733 0.56284798868000763 0.76526328129693766 6.0740069174207747 11.390194905921819 13.902017242740841 2.4443647991865864 leaf_count=17 16 11 261 437 400 71 internal_value=-0.0257948 -0.0776792 -0.0768935 -0.0778691 -0.0778331 -0.0780357 internal_weight=52.608 35.1387 6.83927 28.2994 27.7366 16.3464 internal_count=1213 1196 272 924 908 471 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=7 num_cat=0 split_feature=19 0 16 15 9 10 split_gain=5.1001 4.80577 3.82381 9.73894 5.68077 8.77856 threshold=0.056568688550000003 47.407128000000007 2.0000000000000004 4.5000000000000009 6.1133699641305155 30.500000000000004 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=-0.077128107183114344 0.0015316475776564586 -0.089804639738243777 0.10476069262681278 -0.079176459267621416 0.067368116555639887 -0.0595506651299781 leaf_weight=7.3318300545215607 78.420911300927401 4.8091823905706397 4.2955338284373275 11.461982846260069 34.667679596692324 6.4661552198231211 leaf_count=20 558 18 84 88 386 59 internal_value=0.00417524 0.00842942 0.0119208 0.00887693 0.0173188 0.0474167 internal_weight=147.453 140.121 135.312 131.017 119.555 41.1338 internal_count=1213 1193 1175 1091 1003 445 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=0 4 5 2 4 11 split_gain=4.71733 4.84457 5.33288 5.66628 5.76065 5.68648 threshold=60.179807500000003 65648.500000000015 81962.500000000015 12.500000000000002 6264.0000000000009 11.500000000000002 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=-0.0072541432699206269 0.095605331805425131 -0.1283970856900486 0.078569226972138764 -0.048403154102016836 0.086465829618583817 0.085713793998320728 leaf_weight=90.173144768923521 5.2295035123825064 2.9284498691558829 8.4448030441999418 23.033048418350518 8.2699303459376079 7.0970758795738211 leaf_count=765 14 23 39 297 56 19 internal_value=0.00235472 -0.00112986 0.00159019 -0.00346587 0.00634123 -0.000470973 internal_weight=145.176 139.946 137.018 128.573 105.54 97.2702 internal_count=1213 1199 1176 1137 840 784 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=7 num_cat=0 split_feature=21 9 10 8 8 8 split_gain=6.26186 4.47075 6.11256 3.56648 3.81799 3.89989 threshold=0.15137254730000002 7.8643666710854703 35.000000000000007 6.7998311008908914 6.1534903156757403 5.2952081004271827 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=-0.085159814272533621 0.0018643263407497326 -0.080620061769946419 0.060772963922106529 0.097618543769674798 -0.072251660395519793 0.041404175796425975 leaf_weight=7.7056477665901184 81.064717378467321 11.50003721565008 4.1647928878664962 4.8579066265374413 5.3633216340094796 36.032811326906085 leaf_count=26 446 280 35 17 145 264 internal_value=0.00265125 0.00738355 -0.043028 0.013586 0.0102525 0.0140314 internal_weight=150.689 142.984 15.6648 127.319 122.461 117.098 internal_count=1213 1187 315 872 855 710 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=19 10 3 8 0 0 split_gain=25.2474 0.000399223 0.000131489 0.000141289 0.000174262 0.000129544 threshold=1.0000000180025095e-35 25.000000000000004 22.500000000000004 6.5307253970058214 0.013928500000000002 0.15692350000000002 decision_type=8 10 10 10 10 10 left_child=-1 2 3 4 -2 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=0.078119553282506471 -0.077948575236106571 -0.078028112485079959 -0.076920435022890976 -0.078343133690325834 -0.077356762014915648 -0.076567935735484996 leaf_weight=15.44984757900238 8.4539308394305497 0.68246476585045357 2.4323200015351167 2.924767992924898 12.092097513843326 5.5375541471876204 leaf_count=17 215 11 75 93 541 261 internal_value=-0.0269254 -0.0774476 -0.0776203 -0.0776928 -0.0776003 -0.0767281 internal_weight=47.573 32.1231 25.9031 23.4708 20.546 6.22002 internal_count=1213 1196 924 849 756 272 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=19 0 7 15 2 11 split_gain=4.40702 4.28697 6.12525 8.59513 5.99109 5.96602 threshold=0.056568688550000003 2.7156310000000006 73.565496186226582 4.5000000000000009 11.500000000000002 11.500000000000002 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=-0.07696688575867805 0.015215881507128019 -0.053196986877641184 0.060765578143943955 -0.078697149533164173 0.074379675369464729 -0.10608244634154905 leaf_weight=6.3878027945756912 71.288240730762482 23.109698716551065 15.438588414341213 6.1913151405751696 16.773582890629768 4.2993986159563056 leaf_count=20 582 127 132 70 268 14 internal_value=0.00422414 0.008007 -0.0174 0.020846 0.0203141 0.00831647 internal_weight=143.489 137.101 44.7396 21.6299 92.3612 75.5876 internal_count=1213 1193 329 202 864 596 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=7 num_cat=0 split_feature=19 10 10 15 13 6 split_gain=4.21127 4.1097 7.01979 5.19328 6.35125 3.8342 threshold=0.056568688550000003 35.000000000000007 30.500000000000004 6.5000000000000009 49193.500000000007 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=-0.077467736746419852 0.0089864973593219068 -0.07875590797316373 0.077288541521951318 0.11125676028694345 -0.094450185482306714 -0.065198149428058419 leaf_weight=6.3306852281093597 97.224535414949059 5.4908359609544268 13.691360019147394 4.1618598401546469 7.0403405465185633 7.5047978535294524 leaf_count=20 796 141 64 14 107 71 internal_value=0.00224688 0.00598187 0.00957136 0.00157406 -0.00251009 0.0036705 internal_weight=141.444 135.114 129.623 115.932 111.77 104.729 internal_count=1213 1193 1052 988 974 867 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=7 num_cat=0 split_feature=21 9 10 8 19 0 split_gain=5.50355 3.95114 5.26701 3.39336 3.43003 3.46025 threshold=0.15137254730000002 7.8643666710854703 35.000000000000007 6.7998311008908914 0.76768386320000015 0.59802700000000009 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=-0.085144641966203374 -0.0095762381107566512 -0.080109748124820163 0.056833829029498739 0.095616836841351915 0.082106040327536475 0.025535115984085394 leaf_weight=6.842288613319397 66.517522836104035 10.415575561113652 3.84546072036028 4.7115846239030352 6.1137028560042372 48.557775655761361 leaf_count=26 610 280 35 17 14 231 internal_value=0.0024285 0.00670357 -0.0431832 0.0123543 0.00911727 0.00523953 internal_weight=147.004 140.162 14.261 125.901 121.189 115.075 internal_count=1213 1187 315 872 855 841 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=19 10 4 11 0 0 split_gain=22.0161 0.000357708 0.000117201 0.000109233 8.86063e-05 8.55679e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 10.500000000000002 0.21815250000000003 0.15692350000000002 decision_type=8 10 8 8 8 10 left_child=-1 2 -2 -4 -5 -3 right_child=1 5 3 4 -6 -7 leaf_value=0.077664483843556342 -0.07895333571658103 -0.077646323765794445 -0.077250181443369537 -0.078481708675116238 -0.077550562151059071 -0.076383113782110199 leaf_weight=13.351038753986359 0.48598004411906615 0.60219827201217313 16.859553207177672 1.2713911347091187 5.2087765354663134 4.8959437003359199 leaf_count=17 16 11 777 17 114 261 internal_value=-0.0287833 -0.0772485 -0.0774163 -0.0773843 -0.0777333 -0.0765215 internal_weight=42.6749 29.3238 23.8257 23.3397 6.48017 5.49814 internal_count=1213 1196 924 908 131 272 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=0 0 0 7 15 6 split_gain=4.19329 6.23852 5.70707 5.32303 5.53215 5.08192 threshold=0.0053650000000000008 2.7156310000000006 3.9500000000000005e-05 73.565496186226582 2.5000000000000004 123.39221534797306 decision_type=8 8 10 8 8 10 left_child=2 -2 -1 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.028303776524766868 0.033799948851985083 -0.050600488398675675 -0.077231463664267364 -0.013439027096958886 -0.016814970646964484 0.11956690187639051 leaf_weight=8.355004586279394 60.751027092337608 22.142541810870171 13.250800073146818 4.7492910921573621 22.821054685860872 7.2700606659054756 leaf_count=60 700 127 45 24 193 64 internal_value=0.00407461 0.0115061 -0.0364208 -0.012262 0.0121037 0.0670113 internal_weight=139.34 117.734 21.6058 56.9829 34.8404 12.0194 internal_count=1213 1108 105 408 281 88 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=7 num_cat=0 split_feature=5 4 3 2 7 0 split_gain=4.27949 5.42576 5.45923 7.76111 5.55886 8.24398 threshold=59.000000000000007 126.00000000000001 6.5000000000000009 6.5000000000000009 79.482860341514581 0.25103700000000007 decision_type=8 8 8 8 10 10 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.080909860803362099 0.08614901848043531 -0.053116563867539913 0.098991670624096154 0.0032659689201937799 0.19651213696461661 -0.086051903005499517 leaf_weight=5.9050990734249345 7.9572654701769343 26.081275178119544 9.4189944565296155 84.034638317301869 2.3257665634155265 1.856915012001991 leaf_count=118 31 352 21 648 7 36 internal_value=0.00237309 0.006108 0.000959921 0.012914 -0.0359536 0.0710669 internal_weight=137.58 131.675 123.718 93.4536 30.264 4.18268 internal_count=1213 1095 1064 669 395 43 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=7 num_cat=0 split_feature=21 9 10 9 0 8 split_gain=4.83314 3.56393 4.76999 3.28897 3.64423 4.86212 threshold=0.15137254730000002 7.8464943593056891 35.000000000000007 7.7505088972553491 23.872839500000005 4.4954850976912946 decision_type=8 10 10 10 10 8 left_child=-1 3 -3 4 -2 -6 right_child=1 2 -4 -5 5 -7 leaf_value=-0.084921829063584864 0.014361891612381173 -0.079748033670850121 0.054385064614895444 0.10365000682722472 -0.099879881104758511 0.029845364764814648 leaf_weight=6.0785248726606369 108.20586791448295 9.6641445648856443 3.6535058915615073 3.7550898836925617 6.7289744839072201 5.06313580274582 leaf_count=26 755 299 36 40 41 16 internal_value=0.00233378 0.0062032 -0.0429505 0.0114929 0.008609 -0.0441802 internal_weight=143.149 137.071 13.3177 123.753 119.998 11.7921 internal_count=1213 1187 335 852 812 57 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=7 num_cat=0 split_feature=20 10 4 3 6 4 split_gain=19.6482 0.000282624 0.000114817 7.81457e-05 0.000113275 0.000123485 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 22.500000000000004 84.856096117575447 5342.0000000000009 decision_type=8 10 8 10 8 10 left_child=-1 2 -2 4 -4 -6 right_child=1 -3 3 -5 5 -7 leaf_value=0.077352107134342332 -0.078786703915344453 -0.07638999938285021 -0.076981396244115846 -0.076600566828999128 -0.077338722137667404 -0.078359110359111916 leaf_weight=11.882702708244324 0.45930774603039637 5.0155393411405376 8.6401427285745793 2.0431480198167256 9.3620305019430798 1.3580326959490765 leaf_count=17 16 272 433 75 343 57 internal_value=-0.0297276 -0.077067 -0.0772223 -0.0771888 -0.0772508 -0.077468 internal_weight=38.7609 26.8782 21.8627 21.4034 19.3602 10.7201 internal_count=1213 1196 924 908 833 400 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 7 split_gain=3.73365 4.18656 5.01919 3.88691 5.89899 6.32337 threshold=47.407128000000007 0.0053650000000000008 3.9500000000000005e-05 2.7156310000000006 30.053426000000005 73.565496186226582 decision_type=10 8 8 8 10 8 left_child=1 2 -1 -3 5 -5 right_child=-2 3 -4 4 -6 -7 leaf_value=0.025640312336224699 -0.088782586364072436 0.032065734247272458 -0.075156916557159115 -0.072222618267101205 0.060762805727259922 0.00862144983234517 leaf_weight=8.2818042486906069 4.1994982361793509 59.550289293751121 12.243185199797152 15.830167096108196 10.655814986675976 24.88284008204937 leaf_count=60 18 700 45 97 82 211 internal_value=0.00403688 0.00700236 -0.0344854 0.0146794 -0.00547594 -0.0228126 internal_weight=135.644 131.444 20.525 110.919 51.3688 40.713 internal_count=1213 1195 105 1090 390 308 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=5 4 3 2 5 7 split_gain=3.88741 4.43951 4.7109 6.75917 5.31335 5.86685 threshold=59.000000000000007 126.00000000000001 6.5000000000000009 6.5000000000000009 63.000000000000007 79.482860341514581 decision_type=8 8 8 8 10 10 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.080479383062551979 0.078408825197398987 0.17316174400270248 0.095181196420904515 0.0032160508715467096 -0.062321011876087101 0.066363966845728692 leaf_weight=5.4519007895141831 7.8896856233477584 1.1854743957519556 8.8455862402915937 82.803483504801989 23.616068109869961 4.168114034458994 leaf_count=118 31 2 21 648 350 43 internal_value=0.00222606 0.00573479 0.000981173 0.0120921 -0.0341697 -0.043016 internal_weight=133.96 128.508 120.619 91.6491 28.9697 27.7842 internal_count=1213 1095 1064 669 395 393 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=7 num_cat=0 split_feature=20 20 9 10 8 9 split_gain=4.34143 4.52144 3.58823 4.31197 3.33661 5.42444 threshold=0.20344614855000001 0.89041469205000012 7.8464943593056891 35.000000000000007 5.2952081004271827 6.0303165925932634 decision_type=8 10 10 8 8 8 left_child=-1 2 4 -4 -2 -6 right_child=1 -3 3 -5 5 -7 leaf_value=-0.069390695536202598 -0.0047922758372406591 -0.13319047014359028 -0.07937022687105294 0.051981424934463422 0.081144172358016881 0.013414491893856368 leaf_weight=7.9886913374066353 51.158092327415943 2.2761643081903449 8.858063749969002 3.4814934134483346 15.425566125661133 50.658448165282607 leaf_count=32 376 7 299 36 73 390 internal_value=0.00219162 0.00652848 0.00898271 -0.0423106 0.0143813 0.0292242 internal_weight=139.847 131.858 129.582 12.3396 117.242 66.084 internal_count=1213 1181 1174 335 839 463 is_linear=0 shrinkage=0.1 Tree=100 num_leaves=7 num_cat=0 split_feature=19 10 4 19 0 3 split_gain=17.6021 0.000224183 0.000115054 6.71194e-05 5.68509e-05 5.46289e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 0.095406877800000012 0.15692350000000002 22.500000000000004 decision_type=8 10 8 8 10 10 left_child=-1 2 -2 -4 -3 -5 right_child=1 4 3 5 -6 -7 leaf_value=0.077091630979890385 -0.078653172564604523 -0.077259474268511139 -0.078258870440264833 -0.077039873945968951 -0.076147027716404692 -0.076472625402421002 leaf_weight=10.625820338726044 0.43648758810014143 0.51781312329694529 0.42217911966145039 17.291565436869867 4.0714104333892465 1.8825988830067206 leaf_count=17 16 11 6 827 261 75 internal_value=-0.0304798 -0.076903 -0.0770474 -0.0770116 -0.0762725 -0.0769842 internal_weight=35.2479 24.6221 20.0328 19.5963 4.58922 19.1742 internal_count=1213 1196 924 908 272 902 is_linear=0 shrinkage=0.1 Tree=101 num_leaves=7 num_cat=0 split_feature=0 0 4 0 8 10 split_gain=3.40923 3.67075 5.61002 8.43633 3.42148 3.0252 threshold=47.407128000000007 0.0046810000000000003 156.00000000000003 3.9500000000000005e-05 7.2680146144134401 19.500000000000004 decision_type=10 8 10 10 10 8 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.10518804138296534 -0.087661754392324112 0.030019252239794653 -0.087701037217997338 -0.089356802011720124 -0.047465995352942957 -0.0079805952022719735 leaf_weight=5.2108406499028224 3.9399408251047126 71.412070266902447 9.5625141933560354 3.895296536386013 8.4230112396180612 29.648330504074693 leaf_count=55 18 698 33 12 76 321 internal_value=0.00396195 0.00677885 -0.0342068 0.0219684 0.0137676 0.0188711 internal_weight=132.092 128.152 18.6687 9.10614 109.483 101.06 internal_count=1213 1195 100 67 1095 1019 is_linear=0 shrinkage=0.1 Tree=102 num_leaves=7 num_cat=0 split_feature=5 4 3 2 0 11 split_gain=3.56337 3.74197 3.9505 6.04984 4.57172 6.40472 threshold=59.000000000000007 126.00000000000001 6.5000000000000009 6.5000000000000009 50.271603500000005 10.500000000000002 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=-0.080134588198271406 0.072568304043608908 -0.032262877414384328 0.09221110491172485 0.0084666222204532147 0.10261202259646758 -0.075962927453675985 leaf_weight=5.0778715703636399 7.7610135003924361 27.542942916043103 8.3280365616083127 66.915927137248218 4.3395799398422232 10.378368962556122 leaf_count=118 31 395 21 476 14 158 internal_value=0.00198772 0.00531669 0.000874828 0.0110203 0.00273751 -0.0028698 internal_weight=130.344 125.266 117.505 89.9619 81.6339 77.2943 internal_count=1213 1095 1064 669 648 634 is_linear=0 shrinkage=0.1 Tree=103 num_leaves=7 num_cat=0 split_feature=21 20 5 7 0 0 split_gain=3.97071 3.91199 3.0922 3.05784 5.67094 4.61471 threshold=0.15137254730000002 0.89041469205000012 22663.000000000004 76.312063781707536 26.129646000000005 0.15951900000000005 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=-0.085678990853338979 0.0070170587952299267 -0.12591200814327483 -0.074316962562442787 -0.022356110173995067 -0.067391181592686894 0.052355889305515414 leaf_weight=4.9611204117536545 57.911575594451278 2.2283172309398642 4.4362958450801662 22.919801810756326 7.2136749792844048 36.660895235370845 leaf_count=26 434 7 74 320 82 270 internal_value=0.00214124 0.00545771 0.00772447 0.010643 0.0180736 0.0245926 internal_weight=136.332 131.371 129.142 124.706 101.786 94.5725 internal_count=1213 1187 1180 1106 786 704 is_linear=0 shrinkage=0.1 Tree=104 num_leaves=7 num_cat=0 split_feature=19 0 10 0 3 11 split_gain=15.5218 0.000178678 0.000120465 4.55134e-05 7.19406e-05 5.55858e-05 threshold=1.0000000180025095e-35 0.0080415000000000018 25.000000000000004 5.0209020000000004 5.5000000000000009 9.5000000000000018 decision_type=8 10 10 10 10 10 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.076817686421382189 -0.077205999721757262 -0.076401422229608357 -0.076094046307296381 -0.077380058454247627 -0.076665054914603431 -0.077167455829380324 leaf_weight=9.2920800447463989 6.2588693737052408 5.1520543536171335 3.9166929782368234 2.2144451243802905 3.860287404153496 1.1606571804732082 leaf_count=17 190 500 266 71 135 34 internal_value=-0.0319558 -0.0767518 -0.0765775 -0.0767303 -0.0769257 -0.0765423 internal_weight=31.8551 22.563 16.3041 12.3874 6.07473 6.31271 internal_count=1213 1196 1006 740 206 534 is_linear=0 shrinkage=0.1 Tree=105 num_leaves=7 num_cat=0 split_feature=15 16 19 11 16 13 split_gain=2.93362 5.17367 3.63744 3.40834 5.62138 3.69964 threshold=4.5000000000000009 2.0000000000000004 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 50796.000000000007 decision_type=10 8 8 10 10 8 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=-0.084139800017709349 -0.078892165417726395 -0.07563212436233141 0.099960981269053006 -0.14606090143703243 0.075835149114788933 0.0072698829623766437 leaf_weight=4.6440980806946754 10.141729176044461 1.7526523619890213 3.6089231334626684 1.2547802925109834 12.666056532412767 95.009865328669548 leaf_count=35 97 9 84 2 221 765 internal_value=0.00391474 -0.0368894 0.0425611 0.00948463 0.0558341 0.00300999 internal_weight=129.078 15.5033 5.36158 113.575 13.9208 99.654 internal_count=1213 190 93 1023 223 800 is_linear=0 shrinkage=0.1 Tree=106 num_leaves=7 num_cat=0 split_feature=5 16 5 2 3 4 split_gain=3.15915 3.32165 3.25204 4.2834 4.88622 5.09687 threshold=59.000000000000007 2.0000000000000004 44725.000000000007 12.500000000000002 6.5000000000000009 365.00000000000006 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=-0.079747115751771402 0.014039032056961852 -0.087989246342001573 0.069803064329111666 -0.038019280501706026 0.049011830661958737 -0.051020150819939318 leaf_weight=4.60166355036199 47.934058636426926 3.7514102505519977 7.8450977429747573 20.553321953862906 26.128142790868878 16.081544741988182 leaf_count=118 247 93 46 294 170 245 internal_value=0.00159336 0.00465404 0.00758584 0.00317651 0.0125694 -0.00230467 internal_weight=126.895 122.294 118.542 110.697 90.1437 64.0156 internal_count=1213 1095 1002 956 662 492 is_linear=0 shrinkage=0.1 Tree=107 num_leaves=7 num_cat=0 split_feature=21 20 19 19 21 19 split_gain=3.53471 3.45301 4.27197 4.42207 4.45958 5.22635 threshold=0.15137254730000002 0.89041469205000012 0.73806720815000004 0.60557055170000018 0.64326956145000014 0.33176430915000005 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.085419608423105572 0.076346658748806334 -0.11984693677003591 0.085280110833100692 -0.092958171803007014 0.0051254093832633248 -0.13014606812136306 leaf_weight=4.4388539716601372 8.5793659687042219 2.1665223687887183 6.684858687222003 4.6043669432401648 104.26264719478786 2.9366300180554381 leaf_count=26 19 7 14 10 1124 13 internal_value=0.00232253 0.00533623 0.00747062 0.00314987 0.00697196 0.00141977 internal_weight=133.673 129.234 127.068 120.383 115.779 107.199 internal_count=1213 1187 1180 1166 1156 1137 is_linear=0 shrinkage=0.1 Tree=108 num_leaves=7 num_cat=0 split_feature=19 10 4 7 5 7 split_gain=13.5835 0.000137738 9.30166e-05 4.61282e-05 6.43719e-05 6.36071e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 46.30380618985766 27922.500000000004 72.818185795996314 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=0.076561356837161809 -0.07828485878144438 -0.0760756857127248 -0.076505368343039171 -0.077558368817337853 -0.075934262484961629 -0.07680561716901893 leaf_weight=8.0360956192016602 0.37946326192469015 3.8750013348180792 6.9463756717741516 1.3211105521768285 0.71843853918835598 7.4684012420475492 leaf_count=17 16 272 446 54 30 378 internal_value=-0.0337908 -0.0766132 -0.076737 -0.0767013 -0.0768444 -0.0769188 internal_weight=28.7449 20.7088 16.8338 16.4543 9.50795 8.78951 internal_count=1213 1196 924 908 462 432 is_linear=0 shrinkage=0.1 Tree=109 num_leaves=7 num_cat=0 split_feature=15 16 19 2 10 7 split_gain=2.67915 4.68373 3.10249 3.09977 5.72296 6.14642 threshold=4.5000000000000009 2.0000000000000004 1.0000000180025095e-35 8.5000000000000018 30.500000000000004 74.175813561605239 decision_type=10 8 8 10 8 10 left_child=3 -2 -3 -1 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.0021556992588446329 -0.077706158538842843 -0.075544063187531679 0.09726421511241512 0.0033207306880071691 -0.059624687722980553 0.09549327737838588 leaf_weight=77.629530135542154 9.5103092323988641 1.5119984596967697 3.3204565420746812 13.810608997941019 5.5033851861953726 15.194097148254512 leaf_count=554 97 9 84 150 59 260 internal_value=0.00372422 -0.0369713 0.0431952 0.00892931 0.0338662 0.0516053 internal_weight=126.48 14.3428 4.83246 112.138 34.5081 29.0047 internal_count=1213 190 93 1023 469 410 is_linear=0 shrinkage=0.1 Tree=110 num_leaves=7 num_cat=0 split_feature=10 15 10 13 5 4 split_gain=2.92582 5.02425 2.99579 4.89746 2.84051 3.19546 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 59.000000000000007 126.00000000000001 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=-0.079385091000057043 -0.077972340544294041 0.094942695056188409 0.049989387428941733 -0.089705251316486781 0.066074537396883529 -0.0015704197090961733 leaf_weight=4.2722465116530648 4.4505541184917083 5.8546877056360236 10.823084957897661 6.4466401478275648 7.6132202483713618 84.405397883616388 leaf_count=118 141 31 56 108 31 728 internal_value=0.0016382 0.00460525 -5.21542e-05 -0.00532388 0.000325425 0.00402623 internal_weight=123.866 119.415 113.561 102.738 96.2909 92.0186 internal_count=1213 1072 1041 985 877 759 is_linear=0 shrinkage=0.1 Tree=111 num_leaves=7 num_cat=0 split_feature=9 10 21 9 6 19 split_gain=3.21272 3.43774 2.70102 2.55784 3.00419 2.3829 threshold=7.8643666710854703 35.000000000000007 0.15137254730000002 7.8057309878228294 115.44486244277728 0.76768386320000015 decision_type=10 8 8 10 10 10 left_child=2 -2 -1 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=-0.088747208590090415 -0.078882624166825732 0.046224079503305274 0.0037036324010116038 -0.00711401635139184 0.19950071863088997 0.067477109229749407 leaf_weight=2.8680689856410027 8.8086466062813962 2.9259880706667909 108.26822070591152 1.3155120476149016 1.5132226776331661 6.1942397505044928 leaf_count=17 289 35 813 41 4 14 internal_value=0.0022545 -0.0476877 0.0071318 0.00947629 0.103414 0.00715479 internal_weight=131.894 11.7346 120.159 117.291 2.82873 114.462 internal_count=1213 324 889 872 45 827 is_linear=0 shrinkage=0.1 Tree=112 num_leaves=7 num_cat=0 split_feature=19 10 4 6 3 4 split_gain=12.274 0.000116096 7.76195e-05 3.80076e-05 5.71511e-05 8.45169e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 84.856096117575447 22.500000000000004 5002.0000000000009 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=0.076404075104481189 -0.078068266801445976 -0.075967011345960206 -0.076383088889995565 -0.076672831602696362 -0.076081247691166212 -0.077622707841959973 leaf_weight=7.2589633762836456 0.35560115799308256 3.4563098314683876 6.1933997832238665 6.6179834380745888 1.261651776731014 1.0911643002182243 leaf_count=17 16 272 437 333 71 67 internal_value=-0.0341867 -0.0764911 -0.0766079 -0.0765736 -0.0767052 -0.0768073 internal_weight=26.2351 18.9761 15.5198 15.1642 8.9708 7.70915 internal_count=1213 1196 924 908 471 400 is_linear=0 shrinkage=0.1 Tree=113 num_leaves=7 num_cat=0 split_feature=8 2 10 11 11 15 split_gain=2.42194 3.00198 5.05039 5.58895 3.55621 3.00286 threshold=7.2680146144134401 8.5000000000000018 30.500000000000004 12.500000000000002 10.500000000000002 4.5000000000000009 decision_type=10 10 10 10 10 10 left_child=1 4 5 -4 -1 -3 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0012386220562825006 -0.048336936364116796 0.065142424046275335 -0.07424936552523341 0.10031868534115196 -0.099644818596828846 -0.059065102477034108 leaf_weight=76.412604454904795 8.3812275696545822 23.51470405608416 7.221753638237713 2.4583090543746948 3.661640264093875 2.122090443968772 leaf_count=600 83 378 82 40 16 14 internal_value=0.00356725 0.00733722 0.0316242 -0.0299168 -0.00337458 0.0548611 internal_weight=123.772 115.391 35.3169 9.68006 80.0742 25.6368 internal_count=1213 1130 514 122 616 392 is_linear=0 shrinkage=0.1 Tree=114 num_leaves=7 num_cat=0 split_feature=5 10 15 11 10 2 split_gain=2.68606 2.84413 4.10768 2.63596 5.81679 4.73741 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 9.5000000000000018 30.500000000000004 6.5000000000000009 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=-0.079070715713405987 0.001093579720976446 -0.077753986611797762 0.093903136824258451 0.058081396476301478 0.091420115303221305 -0.08939509393756416 leaf_weight=3.9829384796321383 89.418788678012788 4.0634886408224693 5.2348061352968207 3.1212517917156202 7.747069150209426 7.2091215895488858 leaf_count=118 753 141 31 12 39 119 internal_value=0.00168516 0.00443911 0.00740183 0.00318942 0.00829535 -0.0448361 internal_weight=120.777 116.795 112.731 107.496 97.1659 10.3304 internal_count=1213 1095 954 923 792 131 is_linear=0 shrinkage=0.1 Tree=115 num_leaves=7 num_cat=0 split_feature=20 20 21 21 3 3 split_gain=2.76014 3.07909 3.20912 4.40918 2.40554 3.07784 threshold=0.20344614855000001 0.89041469205000012 0.21861127385000004 0.17101914640000002 71.500000000000014 15.500000000000002 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=-0.062662988690544888 0.00027521152704400092 -0.11491771206211816 0.045437308031099861 -0.14395028501815929 -0.089467313317863506 0.061572140636511563 leaf_weight=6.2924930453300476 88.864952187519521 2.0966394916176787 18.677716478705406 2.074034981429576 2.7168777314946047 9.0233784052543324 leaf_count=32 945 7 43 5 65 116 internal_value=0.00194097 0.00523387 0.00730968 0.000374133 0.00334947 0.00592558 internal_weight=129.746 123.454 121.357 102.679 100.605 97.8883 internal_count=1213 1181 1174 1131 1126 1061 is_linear=0 shrinkage=0.1 Tree=116 num_leaves=7 num_cat=0 split_feature=19 10 0 0 0 3 split_gain=10.9532 0.000102541 4.75678e-05 2.56617e-05 2.41834e-05 4.08162e-05 threshold=1.0000000180025095e-35 25.000000000000004 0.0053650000000000008 3.9500000000000005e-05 5.0209020000000004 5.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.076242824607168566 -0.076607948632814046 -0.075850049038103121 -0.076210165734017343 -0.077137424446390088 -0.076904451744101432 -0.076298607644196104 leaf_weight=6.4495548009872437 3.2962559387087884 3.0517223209608337 4.9953910941258055 1.2672844091430304 1.7771175624802706 2.9712467391509563 leaf_count=17 139 272 549 30 71 135 internal_value=-0.035033 -0.0763763 -0.0764885 -0.076755 -0.0763638 -0.0765254 internal_weight=23.8086 17.359 14.3073 4.56354 9.74376 4.74836 internal_count=1213 1196 924 169 755 206 is_linear=0 shrinkage=0.1 Tree=117 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 5 split_gain=3.02417 3.10454 5.27338 7.19865 2.62095 4.34092 threshold=47.407128000000007 0.004088500000000001 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3698.5000000000005 decision_type=10 8 10 10 8 10 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.10016851079949891 -0.087694578128622275 0.091704511241521056 -0.094594419077736414 -0.088165985599167052 0.0071434545449295854 -0.072603464933795797 leaf_weight=4.7887803688645345 3.5398804433643809 8.3826470151543599 7.6787474080920211 3.5222693383693695 91.388399804010987 1.9895478431135405 leaf_count=55 18 128 28 12 958 14 internal_value=0.00337581 0.00611362 -0.0348488 0.0203513 0.0125501 0.0601877 internal_weight=121.29 117.75 15.9898 8.31105 101.761 10.3722 internal_count=1213 1195 95 67 1100 142 is_linear=0 shrinkage=0.1 Tree=118 num_leaves=7 num_cat=0 split_feature=0 4 3 2 4 8 split_gain=2.61319 3.1654 3.84611 3.7585 3.90301 4.14206 threshold=60.179807500000003 56582.000000000007 54.500000000000007 12.500000000000002 6264.0000000000009 5.2557369634631668 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=0.011700341515500617 0.081893248408225261 -0.094884268743291283 0.078271854538119356 -0.050477395812791065 0.076589413466361028 -0.039944181300444859 leaf_weight=62.04301193356514 3.9208073765039435 3.4914658740162841 6.2107999026775351 14.233683473896233 6.9899651333689681 20.714975320734084 leaf_count=416 14 34 43 282 56 368 internal_value=0.00162658 -0.00114171 0.00182853 -0.00273741 0.00483397 -0.00122669 internal_weight=117.605 113.684 110.192 103.982 89.748 82.758 internal_count=1213 1199 1165 1122 840 784 is_linear=0 shrinkage=0.1 Tree=119 num_leaves=7 num_cat=0 split_feature=9 10 4 4 8 8 split_gain=2.89028 2.58826 2.4883 4.80851 2.92667 4.61848 threshold=7.8643666710854703 35.000000000000007 24937.000000000004 4589.5000000000009 5.2952081004271827 4.9935017195219675 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=0.0041345136398716403 -0.078839662255516724 0.038518156865350546 0.087269797499093263 -0.087080651905931783 0.034037488477147326 -0.096536075084937265 leaf_weight=72.529526796191931 7.5534819199237946 2.5016343891620645 3.6691870018839827 5.5620879875496021 31.323871457483619 4.8626825213432303 leaf_count=399 289 35 14 139 307 30 internal_value=0.00182293 -0.049642 0.00621035 0.00360774 0.0082475 -0.00219079 internal_weight=128.002 10.0551 117.947 114.278 108.716 77.3922 internal_count=1213 324 889 875 736 429 is_linear=0 shrinkage=0.1 Tree=120 num_leaves=7 num_cat=0 split_feature=19 10 4 7 3 4 split_gain=9.8674 8.21966e-05 5.95101e-05 2.53655e-05 3.4838e-05 4.83763e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 46.30380618985766 22.500000000000004 8353.0000000000018 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=0.076115473138985867 -0.077747015628654714 -0.07577580696113409 -0.076176223832536971 -0.076458354328951192 -0.075879602753051653 -0.077431940674464808 leaf_weight=5.7983016669750214 0.30815342627465803 2.7872765113133928 5.4127887983340761 5.9357868460938343 0.90438826498575497 0.55837833415716875 leaf_count=17 16 272 446 366 63 33 internal_value=-0.0355609 -0.076269 -0.0763738 -0.0763407 -0.0764611 -0.0765421 internal_weight=21.7051 15.9068 13.1195 12.8113 7.39855 6.49417 internal_count=1213 1196 924 908 462 399 is_linear=0 shrinkage=0.1 Tree=121 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 5 split_gain=2.64201 2.66507 4.73353 6.49314 2.50311 3.70257 threshold=47.407128000000007 0.004088500000000001 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3410.5000000000005 decision_type=10 8 10 10 8 8 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.097769478388553377 -0.086341848110615321 0.089222629243334517 -0.092144582487800275 -0.086026712048212328 0.006454387735414552 -0.070507994765293514 leaf_weight=4.5467885807156545 3.2031827345490447 7.912964986637232 7.1909206435084343 3.329760879278183 90.576416427269578 1.7771108131855733 leaf_count=55 18 128 28 12 958 14 internal_value=0.00324157 0.00572958 -0.0334838 0.0200708 0.0116223 0.0599288 internal_weight=118.537 115.334 15.0675 7.87655 100.266 9.69008 internal_count=1213 1195 95 67 1100 142 is_linear=0 shrinkage=0.1 Tree=122 num_leaves=7 num_cat=0 split_feature=5 19 19 0 5 2 split_gain=2.4686 2.5481 3.02817 3.20076 3.62837 3.28164 threshold=59.000000000000007 0.39953208990000005 0.49158705255000007 0.004088500000000001 108.50000000000001 6.5000000000000009 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=-0.078870233226327843 -0.040013053470380783 0.09511812149666643 0.059864130297035113 -0.085684961242976074 0.042764170505407456 -0.0061062578920001633 leaf_weight=3.7104878891259423 11.739963591098784 3.9439071714878082 9.7918149381875974 4.7232178915292016 17.541032651439309 63.415780475363135 leaf_count=118 47 9 22 97 163 757 internal_value=0.0013677 0.00404612 0.00924905 0.00570183 -0.000488027 0.00448257 internal_weight=114.866 111.156 99.4158 95.4718 85.68 80.9568 internal_count=1213 1095 1048 1039 1017 920 is_linear=0 shrinkage=0.1 Tree=123 num_leaves=7 num_cat=0 split_feature=9 8 8 8 8 2 split_gain=2.62961 2.24993 2.84484 2.32139 3.94863 5.06767 threshold=7.8643666710854703 6.7998311008908914 6.1534903156757403 6.0124073458263707 5.8299176033216806 13.500000000000002 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=0.0019032601477968305 -0.049307935364409319 0.078272903495804638 -0.077707303917058615 0.087389357413372365 -0.093239226626985416 0.095710333372092449 leaf_weight=93.929345263168216 9.3037559839431179 4.1474232519976786 4.1767992856912306 3.4270983580499879 4.0354048293083897 6.135015442967414 leaf_count=615 324 17 145 12 75 25 internal_value=0.00184175 0.00594948 0.00326419 0.00640947 0.00374351 0.00765464 internal_weight=125.155 115.851 111.704 107.527 104.1 100.064 internal_count=1213 889 872 727 715 640 is_linear=0 shrinkage=0.1 Tree=124 num_leaves=7 num_cat=0 split_feature=19 10 4 6 5 4 split_gain=8.83844 6.4108e-05 5.7436e-05 2.11471e-05 2.37878e-05 2.69383e-05 threshold=1.0000000180025095e-35 25.000000000000004 109.00000000000001 84.856096117575447 27922.500000000004 4309.5000000000009 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=0.075991801150513794 -0.077664952929427017 -0.075721646824321434 -0.076072539137598108 -0.076299408942808442 -0.07575539340291465 -0.07681032810223716 leaf_weight=5.1625447273254395 0.28774010529741723 2.6009046403923994 4.7677203610073766 5.075256488053129 0.62200578511692572 1.2953530966769902 leaf_count=17 16 272 437 325 37 109 internal_value=-0.0365206 -0.0761719 -0.0762691 -0.0762349 -0.0763457 -0.0764033 internal_weight=19.8115 14.649 12.0481 11.7603 6.99262 6.37061 internal_count=1213 1196 924 908 471 434 is_linear=0 shrinkage=0.1 Tree=125 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 7 split_gain=2.38531 2.26391 4.21937 5.77608 2.33903 4.89878 threshold=47.407128000000007 0.004088500000000001 156.00000000000003 3.9500000000000005e-05 2.7156310000000006 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=0.095330499263039048 -0.085387609262557951 0.025395779241702599 -0.089759149070039179 -0.084148480698714945 -0.045734640620144623 0.020121694599829792 leaf_weight=4.2692520543932897 2.9797861464321604 51.336451292037964 6.6936131939291954 3.0915884152054787 18.431794662028551 29.172115236520767 leaf_count=55 18 710 28 12 123 267 internal_value=0.00292597 0.00525488 -0.0323012 0.0199485 0.0105897 -0.00537727 internal_weight=115.975 112.995 14.0545 7.36084 98.9404 47.6039 internal_count=1213 1195 95 67 1100 390 is_linear=0 shrinkage=0.1 Tree=126 num_leaves=7 num_cat=0 split_feature=5 4 3 2 5 9 split_gain=2.253 2.39245 3.15883 5.23682 4.72153 3.75437 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 63.000000000000007 5.692018441612956 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=-0.078648688951224496 0.059721331510760915 0.14363596214059415 -0.024155802780474162 -0.0024116709920236797 -0.064414827291732826 0.1077312510048702 leaf_weight=3.4224401162937275 7.1377882175147525 1.198988437652585 2.9704302046447975 78.197887952905148 12.088317412883043 7.8955190647393465 leaf_count=118 31 2 31 798 199 34 internal_value=0.00124799 0.00374543 -0.000158235 0.00662731 -0.0456412 0.0716772 internal_weight=112.911 109.489 102.351 89.0638 13.2873 10.8659 internal_count=1213 1095 1064 863 201 65 is_linear=0 shrinkage=0.1 Tree=127 num_leaves=7 num_cat=0 split_feature=20 21 19 19 21 19 split_gain=2.65912 2.51775 3.15114 3.92059 3.79784 4.41222 threshold=0.89041469205000012 0.15137254730000002 0.73806720815000004 0.60557055170000018 0.64326956145000014 0.33176430915000005 decision_type=10 8 10 10 8 10 left_child=1 -1 3 4 -3 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=-0.086143110394148265 -0.11139699000771359 0.069856263271312766 0.072742080908484871 -0.088688829169736347 0.0041435518031470329 -0.12227182033287626 leaf_weight=3.0286881253123283 2.0345310494303694 8.5807973667979223 6.7108743861317626 4.553638018667697 95.269207912497222 2.8433426618576041 leaf_count=26 7 19 14 10 1124 13 internal_value=0.00197754 0.00388407 0.00619561 0.00218125 0.00605956 0.000479982 internal_weight=123.021 120.987 117.958 111.247 106.693 98.1126 internal_count=1213 1206 1180 1166 1156 1137 is_linear=0 shrinkage=0.1 Tree=128 num_leaves=7 num_cat=0 split_feature=20 0 10 0 0 3 split_gain=7.96951 5.31101e-05 2.86907e-05 2.21288e-05 1.58739e-05 1.73804e-05 threshold=1.0000000180025095e-35 0.0046810000000000003 25.000000000000004 3.9500000000000005e-05 3.5404535000000004 5.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 3 4 -2 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075890538536085295 -0.07626269032697755 -0.07590546919251534 -0.075666077992586969 -0.076819437602773474 -0.076454653301164896 -0.076031246566182098 leaf_weight=4.6372615694999695 2.5682486575096877 3.4545799861662072 2.4005313606467098 0.98875541053712357 1.5927567579783497 2.4775547035969794 leaf_count=17 139 534 272 27 79 145 internal_value=-0.0371915 -0.0760859 -0.0759671 -0.0764175 -0.0760631 -0.0761969 internal_weight=18.1197 13.4824 9.92542 3.557 7.52489 4.07031 internal_count=1213 1196 1030 166 758 224 is_linear=0 shrinkage=0.1 Tree=129 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 6 split_gain=2.18735 2.1567 3.2135 4.45734 5.41294 5.3763 threshold=47.407128000000007 30.053426000000005 4.6811795000000016 467.50000000000006 327.00000000000006 123.90553021489937 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=0.001870053644609659 -0.084595050591745866 0.049636536131912101 -0.03456645350865066 0.052780966173923777 -0.10344789985938976 -0.057314506827288281 leaf_weight=39.836481153964996 2.7949876040220252 9.8531219363212568 20.649391325190663 29.865980494767427 5.561384215950965 5.2091543413698664 leaf_count=308 18 82 200 534 25 46 internal_value=0.00277607 0.00497656 0.000625003 0.00965514 -0.0110317 0.0364302 internal_weight=113.771 110.976 101.122 80.473 45.3979 35.0751 internal_count=1213 1195 1113 913 333 580 is_linear=0 shrinkage=0.1 Tree=130 num_leaves=7 num_cat=0 split_feature=10 15 10 13 6 5 split_gain=2.15173 3.65864 2.24297 3.39102 2.54096 3.02844 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 125.44544100960267 7294.0000000000009 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=-0.0019797751440884816 -0.077245799678798646 0.09112742848385233 0.049161243558268064 -0.082570482632012471 -0.063101311580589445 0.060738250205428279 leaf_weight=74.556026973761618 3.3893907214514902 4.5802142843604079 8.4438053891062719 5.2710537472739807 5.9592623375356188 8.585581439547239 leaf_count=753 141 31 56 108 71 53 internal_value=0.00120299 0.00367881 -0.000216832 -0.00463487 -2.43347e-05 0.00449677 internal_weight=110.785 107.396 102.816 94.3719 89.1009 83.1416 internal_count=1213 1072 1041 985 877 806 is_linear=0 shrinkage=0.1 Tree=131 num_leaves=7 num_cat=0 split_feature=9 8 8 8 8 2 split_gain=2.23324 2.03433 2.49483 1.99592 3.54777 4.43407 threshold=7.8643666710854703 6.7998311008908914 6.1534903156757403 6.0124073458263707 5.8299176033216806 13.500000000000002 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=0.0018515793073712761 -0.046661380227509819 0.075495654820295161 -0.07547650640940945 0.084428119482072697 -0.091734323221050046 0.091712036933112182 leaf_weight=91.660280533134937 8.7982368282973749 4.021450991742312 3.8989254096522918 3.1467457059770814 3.76179808191955 5.8411051109433165 leaf_count=615 324 17 145 12 75 25 internal_value=0.0018558 0.0056559 0.00306278 0.00599563 0.00355835 0.00723493 internal_weight=121.129 112.33 108.309 104.41 101.263 97.5014 internal_count=1213 889 872 727 715 640 is_linear=0 shrinkage=0.1 Tree=132 num_leaves=7 num_cat=0 split_feature=20 4 10 6 3 4 split_gain=7.34078 4.89725e-05 3.7061e-05 1.38602e-05 1.82507e-05 3.46883e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.856096117575447 22.500000000000004 4353.5000000000009 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=0.075826197351083063 -0.077388931148215379 -0.075912366074052856 -0.075598730319540328 -0.076111966098907261 -0.075712137409147756 -0.076834842040621174 leaf_weight=4.2919007837772369 0.2496795500628658 4.0170016838237617 2.160892484942452 4.3191181222209716 0.81010164762847114 0.78438401978928585 leaf_count=17 16 437 272 325 71 75 internal_value=-0.0368256 -0.0760027 -0.075974 -0.0760557 -0.0761531 -0.0762231 internal_weight=16.6331 12.3412 12.0915 9.93061 5.9136 5.1035 internal_count=1213 1196 1180 908 471 400 is_linear=0 shrinkage=0.1 Tree=133 num_leaves=7 num_cat=0 split_feature=0 0 4 0 15 16 split_gain=1.948 1.93317 3.80187 5.15395 2.2812 4.27375 threshold=47.407128000000007 0.004088500000000001 156.00000000000003 3.9500000000000005e-05 4.5000000000000009 2.0000000000000004 decision_type=10 8 10 10 10 8 left_child=1 2 3 -1 -3 -6 right_child=-2 4 -4 -5 5 -7 leaf_value=0.093159336883138655 -0.083907448805711951 0.014903494185355724 -0.088510217110597714 -0.08240557391757708 -0.075998421689739304 0.064934132958932064 leaf_weight=3.992307208478449 2.5476490035653105 84.977043725550175 6.1726848781108856 2.8771611005067825 7.348670927807686 3.0426180809736261 leaf_count=55 18 921 28 12 89 90 internal_value=0.00252574 0.00455692 -0.031553 0.0196269 0.00949516 -0.0347327 internal_weight=110.958 108.41 13.0422 6.86947 95.3683 10.3913 internal_count=1213 1195 95 67 1100 179 is_linear=0 shrinkage=0.1 Tree=134 num_leaves=7 num_cat=0 split_feature=5 10 15 4 3 2 split_gain=2.06068 2.11778 3.1008 2.11574 2.93165 4.39427 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=-0.078442771644001402 0.05557173867725982 -0.07711204943895697 0.090359147201158271 -0.032172580923956744 0.087300523743614689 0.00071399574804605439 leaf_weight=3.1463034078478804 6.9930074065923682 3.1467534727416924 4.1959348805248728 23.21365961432457 6.482759863138198 61.131097141653299 leaf_count=118 31 141 31 394 21 477 internal_value=0.00130228 0.00368812 0.00618044 0.00256966 -0.00151108 0.00901584 internal_weight=108.31 105.163 102.016 97.8205 90.8275 67.6139 internal_count=1213 1095 954 923 892 498 is_linear=0 shrinkage=0.1 Tree=135 num_leaves=7 num_cat=0 split_feature=20 0 6 6 7 4 split_gain=2.3758 2.28875 5.14137 4.09812 2.91902 5.42516 threshold=0.89041469205000012 19.409948500000002 84.963522692669201 97.504095962620923 76.312063781707536 267.00000000000006 decision_type=10 10 8 8 10 8 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=0.015400759422397547 -0.10770279129890692 -0.1056116622899215 0.10995923116919137 -0.036442981948492451 0.16848005920066397 -0.052310920858866898 leaf_weight=88.441210930468515 1.9555145874619473 5.8939560353755924 2.9983516633510581 5.2772224231157461 1.2170487642288179 13.002662590472028 leaf_count=780 7 34 6 91 2 293 internal_value=0.00160981 0.00343949 -0.0342349 0.0166005 0.0086394 -0.0334137 internal_weight=118.786 116.83 14.1695 8.27557 102.661 14.2197 internal_count=1213 1206 131 97 1075 295 is_linear=0 shrinkage=0.1 Tree=136 num_leaves=7 num_cat=0 split_feature=19 4 10 6 3 4 split_gain=6.75486 4.42304e-05 2.95674e-05 1.05198e-05 1.44347e-05 3.1299e-05 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 84.856096117575447 22.500000000000004 4353.5000000000009 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=0.075765119827337538 -0.077296232484010699 -0.075847191917894963 -0.075551687363358891 -0.076019564027253156 -0.075655524732673174 -0.076730496085266608 leaf_weight=3.9612880796194077 0.23210770124569258 3.6860801086295369 1.9849193161353476 3.9580890082288542 0.73979790369048704 0.73411847802344699 leaf_count=17 16 437 272 325 71 75 internal_value=-0.0366457 -0.07593 -0.0759014 -0.0759776 -0.0760661 -0.0761308 internal_weight=15.2964 11.3351 11.103 9.11809 5.43201 4.69221 internal_count=1213 1196 1180 908 471 400 is_linear=0 shrinkage=0.1 Tree=137 num_leaves=7 num_cat=0 split_feature=0 0 0 6 9 4 split_gain=1.75073 1.72371 2.72061 4.2862 4.0533 3.93822 threshold=47.407128000000007 30.053426000000005 4.6811795000000016 124.71551633730218 7.9670524813829227 467.50000000000006 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=-0.010551213621147068 -0.082955178914687344 0.044913081307073333 -0.063661650622048677 0.13204131811291081 -0.033721277581257397 0.035139781853733253 leaf_weight=44.538025483489037 2.3489891663193694 9.5265807993710023 13.719735564664008 2.5880744829773894 3.4304061010479927 32.72490509506315 leaf_count=333 18 82 126 24 50 580 internal_value=0.00243998 0.00432299 0.000336593 -0.0327976 0.0375602 0.00880132 internal_weight=108.877 106.528 97.0011 19.7382 6.01848 77.2629 internal_count=1213 1195 1113 200 74 913 is_linear=0 shrinkage=0.1 Tree=138 num_leaves=7 num_cat=0 split_feature=7 0 3 4 4 8 split_gain=2.01599 2.89931 3.70855 2.53158 3.30572 3.82952 threshold=79.000560087679474 0.059479500000000005 9.5000000000000018 5882.0000000000009 7457.0000000000009 6.772835322586209 decision_type=10 8 10 8 8 8 left_child=3 -2 -3 -1 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.021464833879184277 0.134248936665499 -0.062319386165593404 0.083621220357317727 0.078601949307147798 -0.063634214944381068 0.014399785369415018 leaf_weight=42.451794474385679 2.6325939279049608 3.4630632139742383 3.5019990839064121 6.4101197076961389 7.4682414019480339 39.826186720281839 leaf_count=658 12 123 17 71 133 199 internal_value=0.00114727 0.0448493 0.0110588 -0.00321476 0.0112114 0.00207747 internal_weight=105.754 9.59766 6.96506 96.1563 53.7045 47.2944 internal_count=1213 152 140 1061 403 332 is_linear=0 shrinkage=0.1 Tree=139 num_leaves=7 num_cat=0 split_feature=21 0 6 6 0 7 split_gain=2.06748 1.99951 4.64773 3.51625 2.65279 2.32864 threshold=0.15137254730000002 19.409948500000002 84.963522692669201 97.504095962620923 10.015603000000002 76.312063781707536 decision_type=8 10 8 8 10 10 left_child=-1 4 -3 -4 5 -2 right_child=1 2 3 -5 -6 -7 leaf_value=-0.086576622106511569 0.010625992138370902 -0.10329740063231162 0.10345862010691204 -0.03416604968777058 0.072280733700945426 -0.034256082104725798 leaf_weight=2.6064604558050632 81.060099160298705 5.510672859847543 2.9215869009494773 5.0922095964197078 6.0970389544963828 13.482756512239574 leaf_count=26 726 34 6 91 38 292 internal_value=0.00148635 0.00349689 -0.0326043 0.0160077 0.00834834 0.00422536 internal_weight=116.771 114.164 13.5245 8.0138 100.64 94.5429 internal_count=1213 1187 131 97 1056 1018 is_linear=0 shrinkage=0.1 Tree=140 num_leaves=7 num_cat=0 split_feature=19 0 10 0 0 3 split_gain=6.14844 2.79528e-05 1.56388e-05 1.24385e-05 9.45389e-06 9.7763e-06 threshold=1.0000000180025095e-35 0.0046810000000000003 25.000000000000004 3.9500000000000005e-05 3.5404535000000004 5.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 3 4 -2 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.07569528479777933 -0.075994666571742184 -0.075697710774494623 -0.075500235639032534 -0.07646306461834107 -0.076170489820234388 -0.075810641855027047 leaf_weight=3.6027275621891022 2.0232902800198631 2.6478301641764119 1.8095599490916354 0.78764834674075235 1.2553476775065067 1.8941424225922672 leaf_count=17 139 534 272 27 79 145 internal_value=-0.0369136 -0.0758565 -0.0757569 -0.0761259 -0.075837 -0.0759541 internal_weight=14.0205 10.4178 7.60688 2.81094 5.79732 3.14949 internal_count=1213 1196 1030 166 758 224 is_linear=0 shrinkage=0.1 Tree=141 num_leaves=7 num_cat=0 split_feature=15 16 9 7 6 8 split_gain=1.7136 3.39025 1.90013 4.06298 3.86715 3.5992 threshold=4.5000000000000009 2.0000000000000004 6.0922751576412013 39.115663475161476 97.504095962620923 6.0418701406839483 decision_type=10 10 10 10 8 10 left_child=2 -2 3 -1 -5 -4 right_child=1 -3 5 4 -6 -7 leaf_value=0.0069302158096159229 -0.074909284742930946 0.053651105987016924 0.078157512978213342 -0.1286355912068359 -0.001225134452520879 0.0041149638971734546 leaf_weight=56.393519699573517 7.0176178840920311 2.8984675109386444 9.4596275836229342 4.6711050122976276 4.8615526109933862 21.455792372114956 leaf_count=518 97 93 145 18 31 311 internal_value=0.00226162 -0.0373311 0.00631571 -0.0032765 -0.0636576 0.0267708 internal_weight=106.758 9.91609 96.8416 65.9262 9.53266 30.9154 internal_count=1213 190 1023 567 49 456 is_linear=0 shrinkage=0.1 Tree=142 num_leaves=7 num_cat=0 split_feature=5 6 0 0 0 7 split_gain=1.84117 2.32023 2.54503 2.9308 3.54527 4.68706 threshold=44725.000000000007 126.99892956430652 19.409948500000002 0.071170500000000012 5.0057940000000007 31.717862370843921 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=0.0071147192014553405 0.054476457603480022 -0.090735635770710713 0.039927745086696949 -0.076786269186756281 -0.080309935702361404 0.035660061304284153 leaf_weight=54.16826205747202 6.1052287109196177 2.8684984780848017 13.9934806227684 11.034813893958928 5.2167068943381283 10.498876629397273 leaf_count=428 49 39 99 462 47 89 internal_value=0.00119892 -0.00212762 0.000550352 -0.00625929 -0.033341 -0.00283558 internal_weight=103.886 97.7806 94.9121 80.9187 26.7504 15.7156 internal_count=1213 1164 1125 1026 598 136 is_linear=0 shrinkage=0.1 Tree=143 num_leaves=7 num_cat=0 split_feature=9 10 9 0 0 5 split_gain=1.93684 2.27917 2.05246 2.05086 3.59408 6.0296 threshold=7.8464943593056891 35.000000000000007 7.7505088972553491 19.409948500000002 0.15951900000000005 169.00000000000003 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=0.0064621812764463979 -0.078735067579219345 0.041673974122091381 0.086179417707311246 -0.037991418022904205 0.035482504188215941 -0.08178283330403445 leaf_weight=53.012813083827496 5.8211441144812843 2.1536166705191135 3.0168672245927146 11.159508012235163 30.524349766783416 9.0673503084108216 leaf_count=285 308 36 40 65 323 156 internal_value=0.00132066 -0.0462181 0.00487102 0.00250703 0.00738738 -0.00642677 internal_weight=114.756 7.97476 106.781 103.764 92.6045 62.0802 internal_count=1213 344 869 829 764 441 is_linear=0 shrinkage=0.1 Tree=144 num_leaves=7 num_cat=0 split_feature=19 10 0 0 0 3 split_gain=5.61024 2.22974e-05 1.24561e-05 1.00566e-05 6.58088e-06 8.37528e-06 threshold=1.0000000180025095e-35 25.000000000000004 0.0046810000000000003 3.9500000000000005e-05 3.5404535000000004 5.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 2 3 -2 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.075637377957726015 -0.075915761768476461 -0.075452858572604337 -0.075650889709144686 -0.076353593187655652 -0.076082144034757229 -0.075733892516457096 leaf_weight=3.2910635471343994 1.8664130931720122 1.6275067465612663 2.4417328399140388 0.72972266329452384 1.1566695864312353 1.7137666426133362 leaf_count=17 139 272 534 27 79 145 internal_value=-0.0369374 -0.0757899 -0.0758593 -0.0760388 -0.0757716 -0.0758742 internal_weight=12.8269 9.53581 7.9083 2.59614 5.31217 2.87044 internal_count=1213 1196 924 166 758 224 is_linear=0 shrinkage=0.1 Tree=145 num_leaves=7 num_cat=0 split_feature=0 13 0 0 8 9 split_gain=1.59341 1.61257 1.76755 2.22939 1.91782 3.13593 threshold=47.407128000000007 49199.500000000007 0.004088500000000001 3.9500000000000005e-05 7.2680146144134401 6.0449806140825677 decision_type=10 10 8 10 10 10 left_child=1 2 3 -1 5 -4 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.011350074495924616 -0.082477357626773357 -0.057056845391617789 0.00049621181325983684 -0.074625200556366164 -0.042289322353728967 0.041495445591735687 leaf_weight=6.3738103285431844 2.1819563284516326 4.1659660618752232 50.599573764950037 5.7251766137778759 6.1600093711167565 29.551259192638099 leaf_count=60 18 70 425 35 75 530 internal_value=0.00208376 0.00388251 0.00646225 -0.029333 0.01148 0.0156124 internal_weight=104.758 102.576 98.4098 12.099 86.3108 80.1508 internal_count=1213 1195 1125 95 1030 955 is_linear=0 shrinkage=0.1 Tree=146 num_leaves=7 num_cat=0 split_feature=10 7 0 13 9 0 split_gain=1.72059 2.7226 2.46666 3.18315 2.02608 3.02661 threshold=35.000000000000007 79.482860341514581 0.059479500000000005 49199.500000000007 7.9538437412311724 5.7234760000000007 decision_type=10 10 10 10 10 8 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.032219530237130582 -0.076882804750250389 0.14767977114588404 -0.084698226646293409 0.090625293082009603 0.032985245443077453 0.008278827070641849 leaf_weight=30.289881127886474 2.7463200627826145 2.3446524515748015 1.7303683608770368 2.5790098905563354 14.66642167419195 47.224391609430313 leaf_count=647 141 9 43 8 164 201 internal_value=0.00119205 0.00336152 0.0651368 0.0202267 -0.00109771 -0.00754652 internal_weight=101.581 98.8347 6.65403 4.30938 92.1807 77.5143 internal_count=1213 1072 60 51 1012 848 is_linear=0 shrinkage=0.1 Tree=147 num_leaves=7 num_cat=0 split_feature=20 9 10 20 7 4 split_gain=2.12563 1.83986 2.07285 1.81711 2.16155 3.45481 threshold=0.89041469205000012 7.8464943593056891 35.000000000000007 0.20344614855000001 27.779012377253725 267.00000000000006 decision_type=10 10 10 8 8 8 left_child=1 3 -3 -1 -5 -6 right_child=-2 2 -4 4 5 -7 leaf_value=-0.054332420495320277 -0.10445809625646185 -0.078480135043385621 0.039479988516450709 -0.01100432356461069 0.1322100049600565 0.015326680798752813 leaf_weight=4.6979635208845139 1.8725587129592884 5.2952114001382133 2.0728401429951191 34.169547688215971 2.6368145644664756 61.748508777469397 leaf_count=23 7 308 36 378 8 453 internal_value=0.00119484 0.0029833 -0.0452946 0.00642838 0.00932476 0.0201135 internal_weight=112.493 110.621 7.36805 103.253 98.5549 64.3853 internal_count=1213 1206 344 862 839 461 is_linear=0 shrinkage=0.1 Tree=148 num_leaves=7 num_cat=0 split_feature=19 0 10 0 0 3 split_gain=5.07421 1.9495e-05 1.02941e-05 9.4035e-06 5.29534e-06 6.71057e-06 threshold=1.0000000180025095e-35 0.0046810000000000003 25.000000000000004 3.9500000000000005e-05 3.5404535000000004 5.5000000000000009 decision_type=8 10 10 10 10 10 left_child=-1 3 4 -2 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075575413342480413 -0.075850217700379807 -0.07559766318298887 -0.075408368280035637 -0.076287514757627392 -0.075999619188393819 -0.075674956963883822 leaf_weight=2.9660159051418304 1.7295530559495076 2.2458618421806023 1.4653480518609283 0.68709334731101979 1.0704625095240774 1.5709324917988849 leaf_count=17 139 534 272 27 79 145 internal_value=-0.0374906 -0.0757328 -0.0756408 -0.0759745 -0.0757105 -0.0758065 internal_weight=11.7353 8.76925 6.3526 2.41665 4.88726 2.6414 internal_count=1213 1196 1030 166 758 224 is_linear=0 shrinkage=0.1 Tree=149 num_leaves=7 num_cat=0 split_feature=15 16 10 16 6 5 split_gain=1.49252 2.97514 1.71163 4.72539 1.44655 2.77248 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 125.24923058171883 3159.5000000000005 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=0.0047960810105657642 -0.073635493236939034 0.052851007870798473 -0.059572561405803692 0.089921559404728513 0.041760703207315286 -0.054010782920008042 leaf_weight=66.331045411527157 6.4025638708844754 2.6207998227328071 3.8557642251253119 6.6006966372951856 8.2630122378468496 9.1191837638616544 leaf_count=631 97 93 59 190 77 66 internal_value=0.0019533 -0.036898 0.00567604 0.00846169 0.00203867 -0.00231153 internal_weight=103.193 9.02336 94.1697 90.3139 83.7132 75.4502 internal_count=1213 190 1023 964 774 697 is_linear=0 shrinkage=0.1 Tree=150 num_leaves=7 num_cat=0 split_feature=5 19 19 19 19 19 split_gain=1.72154 1.80997 2.5392 2.34101 4.6028 1.93658 threshold=59.000000000000007 0.39953208990000005 0.49158705255000007 0.60557055170000018 0.68175770400000013 0.13005968095000003 decision_type=8 8 8 8 8 8 left_child=-1 5 -3 -4 -5 -2 right_child=1 2 3 4 -6 -7 leaf_value=-0.078145573184967787 0.015392946125463436 0.086478309905307138 -0.0760826434632456 0.11988746671314848 0.0026447948439623247 -0.071619349005044394 leaf_weight=2.6676846370100966 4.3477312922477722 3.940558634698391 3.4697803854942322 3.5037296637892723 75.57960538729094 6.2131504788994771 leaf_count=118 26 9 9 9 1021 21 internal_value=0.0011051 0.00328342 0.00805526 0.00431184 0.00783915 -0.0357979 internal_weight=99.7222 97.0546 86.4937 82.5531 79.0833 10.5609 internal_count=1213 1095 1048 1039 1030 47 is_linear=0 shrinkage=0.1 Tree=151 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 5 split_gain=1.71412 1.88533 3.30059 2.18682 3.79431 1.57779 threshold=0.15137254730000002 0.73806720815000004 0.60557055170000018 0.64326956145000014 0.33176430915000005 22663.000000000004 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.08709457011350491 0.049303459323230561 0.052178927284881008 -0.084428593208389871 0.0046173693993386226 -0.11716241646635246 -0.072007272725113744 leaf_weight=2.1582143865525723 9.3265488743782026 7.2479543387889853 4.4904221147298804 82.272193305194378 2.7533143907785407 2.7780174259096375 leaf_count=26 23 16 10 1051 13 74 internal_value=0.0011546 0.00290406 -0.00061041 0.00326459 -0.00162569 0.00211456 internal_weight=111.027 108.868 101.62 97.1301 87.8035 85.0502 internal_count=1213 1187 1171 1161 1138 1125 is_linear=0 shrinkage=0.1 Tree=152 num_leaves=7 num_cat=0 split_feature=19 0 10 0 0 2 split_gain=4.69197 1.54934e-05 8.01663e-06 7.71031e-06 4.07726e-06 4.46724e-06 threshold=1.0000000180025095e-35 0.0046810000000000003 25.000000000000004 3.9500000000000005e-05 3.5404535000000004 3.5000000000000004 decision_type=8 10 10 10 10 10 left_child=-1 3 4 -2 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075533931214095074 -0.075785343383763235 -0.075553811290133957 -0.07537946677850961 -0.076196785433985711 -0.076048397817766011 -0.075684458286169209 leaf_weight=2.7494021356105804 1.5965790227055534 2.0648957010125741 1.3504668326349927 0.63725854502990831 0.40421787975356016 2.0364607126684859 leaf_count=17 139 534 272 27 38 186 internal_value=-0.0373233 -0.0756787 -0.0755932 -0.0759027 -0.0756572 -0.0757447 internal_weight=10.8393 8.08988 5.85604 2.23384 4.50557 2.44068 internal_count=1213 1196 1030 166 758 224 is_linear=0 shrinkage=0.1 Tree=153 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 5 split_gain=1.43379 1.41644 3.33025 4.41969 1.9679 2.70212 threshold=47.407128000000007 0.004088500000000001 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3698.5000000000005 decision_type=10 8 10 10 8 10 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.090981976954225385 -0.08198476299516555 0.08534749993974855 -0.086423816588722391 -0.079265012285235803 0.0033889620722674673 -0.069927277529079762 leaf_weight=3.6827895268797857 1.9964459314942349 6.1266018422320476 5.4308078065514565 2.6024041846394539 80.788084252737463 1.37164631485939 leaf_count=55 18 128 28 12 958 14 internal_value=0.0019267 0.00360191 -0.0290682 0.0204907 0.00793738 0.0569433 internal_weight=101.999 100.002 11.716 6.28519 88.2863 7.49825 internal_count=1213 1195 95 67 1100 142 is_linear=0 shrinkage=0.1 Tree=154 num_leaves=7 num_cat=0 split_feature=20 20 5 2 3 4 split_gain=1.62793 2.04855 1.75193 2.76978 3.30664 2.59953 threshold=0.15581312665000005 0.20344614855000001 44725.000000000007 12.500000000000002 6.5000000000000009 343.00000000000006 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=-0.06584270945173866 0.099347220872483891 0.0043372825872042284 0.057623600008504819 -0.043657950162315273 0.041563137506402649 -0.048800944058571882 leaf_weight=3.5213835947215557 2.1742740273475647 43.348556682467461 5.1858211979269973 13.607249200111253 18.867793657816947 11.688602736219762 leaf_count=26 6 339 46 316 230 250 internal_value=0.000921975 0.00340009 0.0011496 -0.00219695 0.00543678 -0.00694803 internal_weight=98.3937 94.8723 92.698 87.5122 73.905 55.0372 internal_count=1213 1187 1181 1135 819 589 is_linear=0 shrinkage=0.1 Tree=155 num_leaves=7 num_cat=0 split_feature=20 9 10 9 9 8 split_gain=2.01462 1.65134 1.66936 1.60125 2.42733 2.3145 threshold=0.89041469205000012 7.8643666710854703 35.000000000000007 7.5629028176013291 6.8373885319870018 4.4954850976912946 decision_type=10 10 10 10 10 8 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.014180816305727598 -0.10301027185958485 -0.078408371805517144 0.033947014753758907 0.047731038591766223 -0.055219544548766597 0.019507760878331476 leaf_weight=32.899134069681168 1.8290112540125836 4.6107091412413856 1.854196712374687 8.4096000075805915 6.8301885947585097 53.650373444892466 leaf_count=303 7 289 35 169 86 324 internal_value=0.00106574 0.00282416 -0.0461838 0.00593678 0.00217287 0.00670208 internal_weight=110.083 108.254 6.46491 101.789 93.3797 86.5495 internal_count=1213 1206 324 882 713 627 is_linear=0 shrinkage=0.1 Tree=156 num_leaves=7 num_cat=0 split_feature=19 0 0 10 0 3 split_gain=4.15426 1.31807e-05 7.38873e-06 6.44858e-06 3.63844e-06 4.69347e-06 threshold=1.0000000180025095e-35 0.0046810000000000003 3.9500000000000005e-05 25.000000000000004 3.5404535000000004 5.5000000000000009 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=0.075467791729951578 -0.075725921955225067 -0.075507134648986229 -0.076142748886387696 -0.07535001822170162 -0.075868544147170661 -0.075575067492366074 leaf_weight=2.4081182405352592 1.4656563904136422 1.8837327373330479 0.59909129096195091 1.2439474998391231 0.92402226710692081 1.3282916683237997 leaf_count=17 139 534 27 272 79 145 internal_value=-0.0387021 -0.0756321 -0.0758469 -0.0755497 -0.0756097 -0.0756955 internal_weight=9.85286 7.44474 2.06475 5.37999 4.13605 2.25231 internal_count=1213 1196 166 1030 758 224 is_linear=0 shrinkage=0.1 Tree=157 num_leaves=7 num_cat=0 split_feature=0 4 5 2 3 0 split_gain=1.30625 1.53422 2.12029 2.18393 2.5643 3.08701 threshold=47.407128000000007 72367.500000000015 11641.500000000002 8.5000000000000018 3.5000000000000004 0.058236500000000004 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=0.0078870845547309651 -0.081477617325466781 0.10093004484623694 -0.055479986292418793 0.033303630586542385 0.036484062593396718 -0.061929758729202991 leaf_weight=52.112565509974957 1.847223488613962 1.5868875309824932 6.0575130665674797 21.690181707963347 4.2690886072814491 12.578377440571783 leaf_count=420 18 17 96 464 55 143 internal_value=0.00183482 0.00340049 0.00180012 0.00562774 -0.00307723 -0.036992 internal_weight=100.142 98.2946 96.7077 90.6502 68.96 16.8475 internal_count=1213 1195 1178 1082 618 198 is_linear=0 shrinkage=0.1 Tree=158 num_leaves=7 num_cat=0 split_feature=5 4 3 2 4 5 split_gain=1.56908 1.74395 2.09729 4.02053 2.69911 3.19983 threshold=59.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 5882.0000000000009 10863.500000000002 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=-0.078023376963803043 0.051911198377084924 -0.040833698816366649 0.069133259183528181 -0.054576994932707283 0.0086333986614035452 0.070020545037386403 leaf_weight=2.4591079801321021 6.7378827519714823 11.424446017481385 8.6890292558819038 14.841902901418509 49.850130450678989 2.393543165177106 leaf_count=118 31 201 65 377 403 18 internal_value=0.000830418 0.00289467 -0.000892839 0.005129 -0.00316094 -0.0372737 internal_weight=96.396 93.9369 87.1991 75.7746 67.0856 17.2354 internal_count=1213 1095 1064 863 798 395 is_linear=0 shrinkage=0.1 Tree=159 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 0 split_gain=1.51073 1.59529 2.63834 1.65883 3.38776 1.50541 threshold=0.15137254730000002 0.73806720815000004 0.60557055170000018 0.64326956145000014 0.33176430915000005 19.409948500000002 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.086730935751528918 0.042983482801419615 0.048133682374483587 -0.076778829343854424 0.0076350417304765121 -0.11295656966220283 -0.030545175460179121 leaf_weight=1.9241664037108419 9.2975591793656331 7.1972206309437743 4.3497682362794867 70.748167703859508 2.6424964070320121 12.092205886030568 leaf_count=26 23 16 10 994 13 131 internal_value=0.00108575 0.00267494 -0.000625534 0.00286938 -0.00149364 0.00206188 internal_weight=108.252 106.327 99.1302 94.7804 85.4829 82.8404 internal_count=1213 1187 1171 1161 1138 1125 is_linear=0 shrinkage=0.1 Tree=160 num_leaves=7 num_cat=0 split_feature=20 0 0 10 0 3 split_gain=3.83459 1.05448e-05 5.93963e-06 5.09293e-06 3.02714e-06 4.05881e-06 threshold=1.0000000180025095e-35 0.0046810000000000003 3.9500000000000005e-05 25.000000000000004 3.5404535000000004 5.5000000000000009 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=0.075431245628854532 -0.075670753672726396 -0.075464540588131387 -0.076060100363736727 -0.075322190651879589 -0.075809790141351793 -0.075526147435680785 leaf_weight=2.2275893911719322 1.3517797279637305 1.7265127410064454 0.55174595117568959 1.1490765743656082 0.86150406044907901 1.2173969966825096 leaf_count=17 139 534 27 272 79 145 internal_value=-0.0385581 -0.0755836 -0.0757836 -0.0755067 -0.0755624 -0.0756437 internal_weight=9.08561 6.85802 1.90353 4.95449 3.80541 2.0789 internal_count=1213 1196 166 1030 758 224 is_linear=0 shrinkage=0.1 Tree=161 num_leaves=7 num_cat=0 split_feature=8 8 10 4 14 3 split_gain=1.24895 2.02282 1.57629 2.94136 2.57372 2.47249 threshold=7.2680146144134401 6.9301478636517562 19.500000000000004 1149.0000000000002 1.0000000180025095e-35 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -4 -1 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.0049694907131135222 -0.04235627466769093 0.079854104574146836 0.078681006243914955 0.040710894334858777 -0.0669105411195796 -0.046461928931961938 leaf_weight=51.112159229815006 6.0097923567518583 3.4468942303210488 1.4864969998598079 18.758551950566471 6.6283796625211835 11.439043518155811 leaf_count=411 83 58 85 346 130 100 internal_value=0.00182386 0.00468279 0.0017853 0.00597959 -0.0402408 -0.00443602 internal_weight=98.8813 92.8715 89.4246 81.3098 8.11488 62.5512 internal_count=1213 1130 1072 857 215 511 is_linear=0 shrinkage=0.1 Tree=162 num_leaves=7 num_cat=0 split_feature=6 10 7 2 13 9 split_gain=1.54678 1.53926 2.31516 2.20566 3.24851 1.64746 threshold=127.5606004092006 35.000000000000007 79.482860341514581 3.5000000000000004 49199.500000000007 7.9538437412311724 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=-0.0055485351596518554 -0.090857090715333377 -0.076652296261085662 0.15729403253236093 -0.086132224344510497 0.090783259313074016 0.033639927596519119 leaf_weight=71.562132880557328 1.8056079391390074 2.3879784338641903 1.78669774532318 1.6399987144395707 2.8269764482975006 12.619191849604247 leaf_count=826 27 141 4 47 9 159 internal_value=0.000811274 0.00259442 0.00468697 0.0633903 0.0258308 0.000326007 internal_weight=94.6286 92.823 90.435 6.25367 4.46698 84.1813 internal_count=1213 1186 1045 60 56 985 is_linear=0 shrinkage=0.1 Tree=163 num_leaves=7 num_cat=0 split_feature=20 9 10 8 8 10 split_gain=1.85866 1.4179 1.5244 1.4012 2.15856 1.53567 threshold=0.89041469205000012 7.8643666710854703 35.000000000000007 6.7998311008908914 6.1534903156757403 42.500000000000007 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=0.0037400475924931165 -0.10095554895978459 -0.078207201773957138 0.032700761972506008 0.066270727797574522 -0.07735966786988796 0.082971908675646272 leaf_weight=89.933951905928552 1.7630289345979679 4.1405489640310398 1.7686551623046396 3.6439731246791771 3.2227471238002172 2.5146423056721678 leaf_count=698 7 289 35 17 145 22 internal_value=0.000871205 0.0025773 -0.0450119 0.00540883 0.0030907 0.00589519 internal_weight=106.988 105.225 5.9092 99.3153 95.6713 92.4486 internal_count=1213 1206 324 882 865 720 is_linear=0 shrinkage=0.1 Tree=164 num_leaves=7 num_cat=0 split_feature=19 0 0 10 0 3 split_gain=3.52402 8.53562e-06 4.5886e-06 4.29905e-06 2.45116e-06 3.25705e-06 threshold=1.0000000180025095e-35 0.0046810000000000003 3.9500000000000005e-05 25.000000000000004 3.5404535000000004 5.5000000000000009 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=0.075395997453511832 -0.075623661029862232 -0.075427793227952858 -0.075979387858762459 -0.075287330156073168 -0.075749999601540871 -0.075485741561164554 leaf_weight=2.0508283004164696 1.2564741813112048 1.5822375197312797 0.5097206663340329 1.0278742650407364 0.79994455259293307 1.1186293304199351 leaf_count=17 139 534 27 272 79 145 internal_value=-0.0384497 -0.0755399 -0.0757263 -0.0754671 -0.0755199 -0.0755959 internal_weight=8.34571 6.29488 1.76619 4.52869 3.50081 1.91857 internal_count=1213 1196 166 1030 758 224 is_linear=0 shrinkage=0.1 Tree=165 num_leaves=7 num_cat=0 split_feature=0 4 0 0 5 13 split_gain=1.27492 3.00559 3.97446 1.99366 2.15557 1.72703 threshold=0.004088500000000001 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3698.5000000000005 49191.500000000007 decision_type=8 10 10 8 10 10 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.089133422111007277 0.083854536904671623 -0.085582358096082889 -0.077964831196946305 0.0067385235441837681 -0.067692643181621381 -0.04034244941187784 leaf_weight=3.3926067277789098 5.5761902770027509 5.1817014403641224 2.4523506537079811 70.967509876936674 1.1285217404365537 8.7521569048985821 leaf_count=55 128 28 12 838 14 138 internal_value=0.00188879 -0.0301329 0.0190245 0.00597434 0.0583465 0.00156966 internal_weight=97.451 11.0267 5.84496 86.4244 6.70471 79.7197 internal_count=1213 95 67 1118 142 976 is_linear=0 shrinkage=0.1 Tree=166 num_leaves=7 num_cat=0 split_feature=5 5 4 5 4 8 split_gain=1.42455 2.06279 1.68627 2.72946 1.52864 1.84303 threshold=59.000000000000007 63.000000000000007 126.00000000000001 108.50000000000001 168.50000000000003 4.4479945522337943 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=-0.077770873755082737 0.13421496953330955 0.049241562400202027 -0.089799364765649203 -0.086815090420849866 0.057316107209516534 -0.0013207717397417627 leaf_weight=2.2541249152272931 1.1772853732109059 6.6980527788400641 3.4650903157889834 1.9396516829729069 5.7935970425605765 71.675501090474427 leaf_count=118 2 31 82 29 50 901 internal_value=0.000756663 0.00270721 0.000978746 -0.00292197 0.000869028 0.00306444 internal_weight=93.0033 90.7492 89.5719 82.8738 79.4087 77.4691 internal_count=1213 1095 1093 1062 980 951 is_linear=0 shrinkage=0.1 Tree=167 num_leaves=7 num_cat=0 split_feature=5 3 4 8 9 13 split_gain=1.32326 1.80979 2.90052 2.37262 3.89876 2.78533 threshold=22663.000000000004 15.500000000000002 2133.0000000000005 5.2952081004271827 6.0865556372042251 49199.500000000007 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=-0.0044069837711635512 -0.070296303303655008 0.057731577121690893 -0.056364375258582303 0.080133549878264099 -0.039781317550164931 0.071667679299827064 leaf_weight=68.069405974820256 2.5663283832836887 5.590112520614638 8.5612572818063182 9.7677156031131762 7.6325498726218921 3.1753908302634954 leaf_count=419 79 110 329 49 203 24 internal_value=0.000630713 0.00240142 -0.000780494 0.00458775 0.0343446 -0.00703742 internal_weight=105.363 102.796 97.2063 88.6451 20.5757 10.8079 internal_count=1213 1134 1024 695 276 227 is_linear=0 shrinkage=0.1 Tree=168 num_leaves=7 num_cat=0 split_feature=19 0 0 10 0 3 split_gain=3.22315 7.41876e-06 4.22032e-06 3.4878e-06 1.94869e-06 2.67571e-06 threshold=1.0000000180025095e-35 0.0046810000000000003 3.9500000000000005e-05 25.000000000000004 3.5404535000000004 5.5000000000000009 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=0.075360902400107066 -0.075580643436703607 -0.075395516728395395 -0.075935106072905406 -0.075262062366775836 -0.075697001802474601 -0.075446923050656034 leaf_weight=1.8752237260341644 1.1629210310056803 1.4541949725826273 0.47231897898018349 0.93942526984028507 0.73806283879093815 1.0179150728508828 leaf_count=17 139 534 27 272 79 145 internal_value=-0.0385704 -0.0755026 -0.075683 -0.0754315 -0.0754811 -0.075552 internal_weight=7.66006 5.78484 1.63524 4.1496 3.21017 1.75598 internal_count=1213 1196 166 1030 758 224 is_linear=0 shrinkage=0.1 Tree=169 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 5 split_gain=1.21434 1.26089 2.69777 3.57142 1.71266 1.9406 threshold=47.407128000000007 0.004088500000000001 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3698.5000000000005 decision_type=10 8 10 10 8 10 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.087744700974821732 -0.081024855326318465 0.082386249647484519 -0.083470951452570621 -0.076272588938247621 0.0032230260892987918 -0.066050783578690972 leaf_weight=3.1563344001770002 1.7422415167093266 5.2417352218180886 4.9063393864780664 2.2913405671715736 77.259283143095672 1.0586220119148491 leaf_count=55 18 128 28 12 958 14 internal_value=0.00169792 0.00323256 -0.0296843 0.0187576 0.00731134 0.057445 internal_weight=95.6559 93.9137 10.354 5.44767 83.5596 6.30036 internal_count=1213 1195 95 67 1100 142 is_linear=0 shrinkage=0.1 Tree=170 num_leaves=7 num_cat=0 split_feature=7 0 3 5 3 0 split_gain=1.39789 1.34945 2.52019 1.33375 1.99483 3.04344 threshold=79.000560087679474 0.059479500000000005 9.5000000000000018 44725.000000000007 14.500000000000002 19.409948500000002 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=-0.0073826481777421772 0.098773977575999344 -0.058829813106885225 0.078702525144270355 0.048440474552344216 -0.049394903729408426 0.062475566723506161 leaf_weight=62.454246914247051 2.6597919883206478 2.6028103395365179 2.7296623345464468 4.7217401694506398 9.4438437251374108 6.9281469844281665 leaf_count=812 12 123 17 49 148 52 internal_value=0.000638347 0.0405926 0.0115722 -0.00318371 -0.00627603 -0.000406988 internal_weight=91.5402 7.99226 5.33247 83.548 78.8262 69.3824 internal_count=1213 152 140 1061 1012 864 is_linear=0 shrinkage=0.1 Tree=171 num_leaves=7 num_cat=0 split_feature=20 0 6 6 7 4 split_gain=1.6755 1.32097 3.83944 2.50032 2.15083 4.01323 threshold=0.89041469205000012 19.409948500000002 84.963522692669201 97.504095962620923 76.312063781707536 267.00000000000006 decision_type=10 10 8 8 10 8 left_child=1 4 -3 -4 -1 -6 right_child=-2 2 3 -5 5 -7 leaf_value=0.012252552720446029 -0.098468002162825294 -0.098473455711120844 0.094550813252027327 -0.029449934459546363 0.1381516823929311 -0.055426072385923453 leaf_weight=78.974275125190616 1.6754171475768078 4.7523793131113026 2.6505998522043237 4.2070731832645833 1.1998868584632845 9.9693475216627121 leaf_count=780 7 34 6 91 2 293 internal_value=0.00072128 0.00235447 -0.0293939 0.0184783 0.00644352 -0.0346304 internal_weight=103.429 101.754 11.6101 6.85767 90.1435 11.1692 internal_count=1213 1206 131 97 1075 295 is_linear=0 shrinkage=0.1 Tree=172 num_leaves=7 num_cat=0 split_feature=19 0 0 10 0 3 split_gain=2.94711 6.22677e-06 3.69502e-06 2.67922e-06 1.63104e-06 2.1182e-06 threshold=1.0000000180025095e-35 0.004088500000000001 3.9500000000000005e-05 25.000000000000004 3.5404535000000004 5.5000000000000009 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=0.075330212120134743 -0.075539997896794164 -0.075363619899392539 -0.075885517072124667 -0.075246725931383554 -0.075647159017354693 -0.07541547209447684 leaf_weight=1.7109082043170929 1.0735298661747945 1.3356172697967856 0.434890926349908 0.88089252056670364 0.68095117481425382 0.93840387393720448 leaf_count=17 139 536 25 272 79 145 internal_value=-0.0388985 -0.0754675 -0.0756396 -0.0753998 -0.0754454 -0.0755129 internal_weight=7.05519 5.34429 1.50842 3.83586 2.95497 1.61936 internal_count=1213 1196 164 1032 760 224 is_linear=0 shrinkage=0.1 Tree=173 num_leaves=7 num_cat=0 split_feature=15 16 6 6 7 10 split_gain=1.16652 2.61024 1.56066 4.02445 2.63441 3.60426 threshold=4.5000000000000009 2.0000000000000004 102.50410753707952 83.77714566791245 73.565496186226582 30.500000000000004 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.0071439797427596489 -0.071619471147180799 0.060961743950162628 -0.035464417360461235 -0.064215533476898443 0.05992561384066894 -0.056850675632172915 leaf_weight=51.319881789386272 5.5301801338791838 2.0300896828994155 5.5779601149261024 9.3418153151869756 17.296179165132347 3.1198045257478944 leaf_count=524 97 93 44 65 332 58 internal_value=0.0016529 -0.0360187 0.00493956 -0.00384528 0.0254406 0.0420808 internal_weight=94.2159 7.56027 86.6556 60.6617 25.9939 20.416 internal_count=1213 190 1023 589 434 390 is_linear=0 shrinkage=0.1 Tree=174 num_leaves=7 num_cat=0 split_feature=6 5 5 10 15 10 split_gain=1.39465 1.34043 1.67344 1.3032 1.90339 1.38368 threshold=127.5606004092006 59.000000000000007 63.000000000000007 35.000000000000007 6.5000000000000009 30.500000000000004 decision_type=10 8 8 10 10 10 left_child=1 -1 -3 4 5 -4 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.077675746251019667 -0.088948155539184184 0.1247340392863116 -0.0019077363076271286 -0.076432744451398152 0.084800515026031281 0.050342175300106699 leaf_weight=2.0502681536599985 1.7095888499170531 1.1354681253433216 75.066818889696151 2.0401782947592428 2.8482925612479439 5.4353217016905537 leaf_count=118 27 2 839 141 31 55 internal_value=0.000513138 0.00223981 0.00413344 0.00252977 0.00446254 0.00162006 internal_weight=90.2859 88.5763 86.5261 85.3906 83.3504 80.5021 internal_count=1213 1186 1068 1066 925 894 is_linear=0 shrinkage=0.1 Tree=175 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 21 split_gain=1.3159 1.43285 3.98425 1.59753 3.17112 1.42192 threshold=0.15137254730000002 0.68175770400000013 0.60557055170000018 0.49158705255000007 0.22326373405000002 0.57223969770000005 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=-0.086861668549447185 -0.14657502141384196 0.041712873313786591 -0.11506354540965412 0.068953742560622519 0.053800821797440217 -0.0010593170172384281 leaf_weight=1.6875432999804614 1.4570995792746542 8.401522144675253 2.9853637367486945 3.4645031765103331 5.0251793190836906 78.974764312035404 leaf_count=26 4 19 7 9 13 1135 internal_value=0.000709614 0.00218287 -0.0014307 0.0023843 -0.000314485 0.00222261 internal_weight=101.996 100.308 91.9069 88.9215 85.457 83.9999 internal_count=1213 1187 1168 1161 1152 1148 is_linear=0 shrinkage=0.1 Tree=176 num_leaves=7 num_cat=0 split_feature=19 0 0 15 0 3 split_gain=2.74781 4.96142e-06 2.98212e-06 1.50031e-06 1.4574e-06 1.98079e-06 threshold=1.0000000180025095e-35 0.004088500000000001 3.9500000000000005e-05 6.5000000000000009 5.0209020000000004 5.5000000000000009 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=0.075311142762309574 -0.075500696682726728 -0.075332463462639845 -0.075823474280290626 -0.075217189738046961 -0.075617219297907975 -0.075375429031593777 leaf_weight=1.6036254167556763 0.99281195609364636 1.57326263783034 0.40218374505639076 0.53786659435718309 0.56590549694374181 0.84431095462059602 leaf_count=17 139 677 25 140 71 144 internal_value=-0.0383574 -0.0754341 -0.0755938 -0.0753709 -0.0753986 -0.0754725 internal_weight=6.51997 4.91634 1.395 3.52135 2.98348 1.41022 internal_count=1213 1196 164 1032 892 215 is_linear=0 shrinkage=0.1 Tree=177 num_leaves=7 num_cat=0 split_feature=15 16 9 8 7 7 split_gain=0.993108 2.38292 1.49307 2.75876 2.62256 2.38672 threshold=4.5000000000000009 2.0000000000000004 6.0922751576412013 6.0418701406839483 76.271267307210323 39.115663475161476 decision_type=10 10 10 10 8 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=0.0039634334493684068 -0.069850021058257744 0.06014084535798541 0.073961153671913624 -0.011191993281358613 0.10996912078103938 -0.053269561324448336 leaf_weight=52.047522149980068 5.1703603174537411 1.9390991954132912 7.8844778640195754 15.527153408154847 2.0187470270320764 8.4724125489592534 leaf_count=518 97 93 145 216 95 49 internal_value=0.00152375 -0.0343951 0.00449481 0.0248272 0.00274822 -0.00404883 internal_weight=93.0598 7.10946 85.9503 25.4304 17.5459 60.5199 internal_count=1213 190 1023 456 311 567 is_linear=0 shrinkage=0.1 Tree=178 num_leaves=7 num_cat=0 split_feature=6 5 0 5 5 5 split_gain=1.26388 1.23764 1.41846 2.82943 2.42404 1.83143 threshold=127.5606004092006 59.000000000000007 0.004088500000000001 108.50000000000001 126.00000000000001 210.50000000000003 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=-0.077485381290615718 -0.087398401851354598 0.042469140382553845 -0.085498985125213992 0.10300378306772978 -0.085250282692142368 0.0037084568561272569 leaf_weight=1.9036411340348411 1.6011486798524845 8.632636755704878 3.708282943814992 2.3940425701439372 2.3957020137459031 68.079232171643525 leaf_count=118 27 32 97 11 41 887 internal_value=0.000641992 0.00226018 0.00404174 -0.000290221 0.00404603 0.000684422 internal_weight=88.7147 87.1135 85.2099 76.5773 72.869 70.4749 internal_count=1213 1186 1068 1036 939 928 is_linear=0 shrinkage=0.1 Tree=179 num_leaves=7 num_cat=0 split_feature=20 9 9 0 6 0 split_gain=1.57829 1.25626 1.43923 1.57356 3.00901 2.37786 threshold=0.89041469205000012 7.8643666710854703 7.8145638460630424 19.409948500000002 84.963522692669201 10.015603000000002 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=0.0033790047942104948 -0.097242138837246569 -0.046651600984740853 0.08493834774099239 -0.096247456202868564 0.016050663759183206 0.081551893159178657 leaf_weight=78.493787337094545 1.6252044513821591 5.0175633395556352 2.1836606855504206 4.4110976681113216 5.1974452584981927 4.0940589383244506 leaf_count=754 7 324 42 34 31 21 internal_value=0.000508157 0.00210643 0.00469857 0.0027981 -0.0355032 0.0072542 internal_weight=101.023 99.3976 94.38 92.1964 9.60854 82.5878 internal_count=1213 1206 882 840 65 775 is_linear=0 shrinkage=0.1 Tree=180 num_leaves=7 num_cat=0 split_feature=20 4 10 0 0 3 split_gain=2.57622 6.36928e-06 2.71504e-06 9.38502e-07 9.4638e-07 1.37203e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.004088500000000001 3.5404535000000004 5.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075294137288597407 -0.076162410180036999 -0.075492039478970388 -0.075207304896167476 -0.075316532802981534 -0.075556798743200593 -0.075354320416238976 leaf_weight=1.5137408450245857 0.10756649984978128 1.1792398203397172 0.72935806986060914 1.1393917817913464 0.57937633083201923 0.79232813348062336 leaf_count=17 16 148 272 536 79 145 internal_value=-0.037641 -0.0754021 -0.0753836 -0.0754185 -0.0753839 -0.0754398 internal_weight=6.041 4.52726 4.41969 3.69034 2.5111 1.3717 internal_count=1213 1196 1180 908 760 224 is_linear=0 shrinkage=0.1 Tree=181 num_leaves=7 num_cat=0 split_feature=7 7 7 9 10 0 split_gain=0.985303 1.41375 2.91814 2.17171 1.69741 1.16542 threshold=82.681978676551509 79.000560087679474 76.602662492808648 6.3944237114723839 30.500000000000004 2.7156310000000006 decision_type=10 10 10 8 10 8 left_child=1 2 4 -3 -1 -5 right_child=-2 3 -4 5 -6 -7 leaf_value=0.0021930647189484826 0.081878090334835285 -0.093911023284291087 0.077484635880062727 0.078895953849972819 -0.062599295145667644 -0.075957027913827191 leaf_weight=75.013853615149856 1.4954900108277787 3.720250390470027 4.9977816808968774 1.5514973364770415 4.2736961571499696 0.70768982544541348 leaf_count=824 14 13 136 101 101 24 internal_value=0.0013727 3.89021e-05 0.00337225 -0.0469475 -0.00129932 0.0303883 internal_weight=91.7603 90.2648 84.2853 5.97944 79.2875 2.25919 internal_count=1213 1199 1061 138 925 125 is_linear=0 shrinkage=0.1 Tree=182 num_leaves=7 num_cat=0 split_feature=7 4 4 5 4 8 split_gain=1.22412 1.33288 2.44493 2.65416 2.38368 2.30932 threshold=79.000560087679474 5882.0000000000009 126.00000000000001 10206.000000000002 7379.0000000000009 6.5888760342570007 decision_type=10 8 10 8 8 8 left_child=1 2 -1 -4 -3 -6 right_child=-2 4 3 -5 5 -7 leaf_value=0.034559787382001217 0.039363705739355472 0.077853316367184483 -0.042377218597706025 0.067729582460027055 -0.060735401917073731 0.0093993302551615386 leaf_weight=6.9006758700124911 7.410126033704727 4.3961984822526565 23.935437266714874 2.4096718523651353 5.3780785202980033 36.953601360088214 leaf_count=68 152 62 569 21 125 216 internal_value=0.000480898 -0.00312187 -0.0184272 -0.0323062 0.00776748 0.00048898 internal_weight=87.3838 79.9737 33.2458 26.3451 46.7279 42.3317 internal_count=1213 1061 658 590 403 341 is_linear=0 shrinkage=0.1 Tree=183 num_leaves=7 num_cat=0 split_feature=4 4 4 3 8 0 split_gain=1.0991 3.95022 1.45767 2.20725 1.78572 2.81119 threshold=23996.500000000004 4353.5000000000009 3336.5000000000005 9.5000000000000018 5.2952081004271827 0.15951900000000005 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=-0.0027792981355550857 0.056101469375459505 -0.080076527656056065 0.078140514799476785 -0.068390056218878517 -0.025002432112747872 0.057471557953745617 leaf_weight=64.226968832314014 3.4443141761003053 5.9836653941310933 2.5641849013045421 4.2800873981323084 5.9906021698843714 13.327660869341342 leaf_count=415 80 317 42 70 94 195 internal_value=0.000595158 -0.0013886 0.00382044 0.00165055 0.00523879 0.0318963 internal_weight=99.8175 96.3732 90.3895 87.8253 83.5452 19.3183 internal_count=1213 1133 816 774 704 289 is_linear=0 shrinkage=0.1 Tree=184 num_leaves=7 num_cat=0 split_feature=19 4 10 0 0 3 split_gain=2.35451 5.07289e-06 2.18367e-06 7.18288e-07 6.89049e-07 1.17472e-06 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 0.004088500000000001 5.0209020000000004 5.5000000000000009 decision_type=8 8 10 10 10 10 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.075268191546659743 -0.076076023257545075 -0.075453353721628924 -0.075187395472730859 -0.075300502221929078 -0.075529502928255374 -0.075324322418081319 leaf_weight=1.3828339800238609 0.099750468158163019 1.0901289046742024 0.65774673392297689 1.1600040134508165 0.47820577397942521 0.66996797727188095 leaf_count=17 16 148 272 554 71 135 internal_value=-0.0377612 -0.0753715 -0.0753542 -0.0753865 -0.0753549 -0.0754098 internal_weight=5.53864 4.1558 4.05605 3.39831 2.30818 1.14817 internal_count=1213 1196 1180 908 760 206 is_linear=0 shrinkage=0.1 Tree=185 num_leaves=7 num_cat=0 split_feature=15 16 6 6 7 2 split_gain=0.857758 2.05204 1.33775 3.16301 2.29525 2.72504 threshold=4.5000000000000009 2.0000000000000004 102.50410753707952 84.368340610000701 73.565496186226582 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.005253763410047893 -0.067120791641292366 0.059593770550348368 -0.033646137128526508 -0.061406771510609914 -0.035000008663971363 0.059111635295813016 leaf_weight=51.114633804187179 4.8141635609790674 1.7398881269618867 5.4248137436807182 8.2696927115321142 3.8568749204278019 15.210267709568141 leaf_count=536 97 93 44 53 20 370 internal_value=0.00135877 -0.0334822 0.00408123 -0.00402919 0.0237461 0.0400749 internal_weight=90.4303 6.55405 83.8763 59.3843 24.492 19.0671 internal_count=1213 190 1023 589 434 390 is_linear=0 shrinkage=0.1 Tree=186 num_leaves=7 num_cat=0 split_feature=20 19 19 20 19 21 split_gain=1.15481 1.75079 3.34538 2.40232 1.41485 2.10189 threshold=0.15581312665000005 0.13005968095000003 0.26668451185000003 0.79454162265000006 0.39953208990000005 0.5401222668500002 decision_type=8 8 8 10 8 10 left_child=-1 -2 -3 4 -4 -6 right_child=1 2 3 -5 5 -7 leaf_value=-0.061749785218910169 0.085406276215618707 -0.13108092856683703 -0.063629385993533669 0.088857078149834678 -0.0023696318596847401 0.062821318550823832 leaf_weight=2.9016439486294985 2.4672538265585899 1.9042261913418768 3.3909458220005035 3.1333974450826636 66.634018436772749 5.3423065468668929 leaf_count=26 7 9 10 7 1140 14 internal_value=0.000260088 0.00243127 -0.000114848 0.00306206 -0.000504876 0.00246904 internal_weight=85.7738 82.8721 80.4049 78.5007 75.3673 71.9763 internal_count=1213 1187 1180 1171 1164 1154 is_linear=0 shrinkage=0.1 Tree=187 num_leaves=7 num_cat=0 split_feature=3 4 8 0 4 0 split_gain=1.06347 3.50525 1.45856 3.50627 3.17058 4.22864 threshold=1.0000000180025095e-35 168.50000000000003 3.8719454926469283 0.27086550000000004 267.00000000000006 0.10875250000000002 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=-0.049632685827907697 0.0065320993920370109 0.092251237803834832 0.13557505559897054 -0.079925328320153505 -0.060023388741958665 0.011029161216250232 leaf_weight=2.8426935225725165 12.389359656721355 4.4937431514263153 1.7962931990623463 7.5487710088491431 9.7520820238860306 59.363530748116318 leaf_count=49 146 18 3 79 212 706 internal_value=0.000651443 0.0372746 -0.002306 -0.0262015 0.00441265 0.00100378 internal_weight=98.1865 7.33644 90.85 19.9381 70.9119 69.1156 internal_count=1213 67 1146 225 921 918 is_linear=0 shrinkage=0.1 Tree=188 num_leaves=7 num_cat=0 split_feature=19 0 0 10 0 3 split_gain=2.13423 2.24205e-06 1.42038e-06 1.17472e-06 5.71993e-07 1.01902e-06 threshold=1.0000000180025095e-35 0.004088500000000001 3.9500000000000005e-05 25.000000000000004 5.0209020000000004 5.5000000000000009 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=0.075242246673785929 -0.075392744844951176 -0.075278963602132126 -0.07564459472019841 -0.07517229996176672 -0.075498720215080709 -0.075299694453927146 leaf_weight=1.2481316328048706 0.78086944401729874 1.071337270637742 0.31397458631545305 0.60230962690548029 0.44097475567832567 0.61748629080830142 leaf_count=17 139 554 25 272 71 135 internal_value=-0.0383099 -0.0753441 -0.075465 -0.0752956 -0.0753305 -0.0753826 internal_weight=5.07508 3.82695 1.09484 2.73211 2.1298 1.05846 internal_count=1213 1196 164 1032 760 206 is_linear=0 shrinkage=0.1 Tree=189 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 5 split_gain=1.06424 1.07128 2.17275 3.14399 1.43289 1.52369 threshold=47.407128000000007 0.004088500000000001 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3698.5000000000005 decision_type=10 8 10 10 8 10 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.085842184220191423 -0.080423710593569342 0.080682317763049016 -0.080244529570054735 -0.074829781371618845 0.0027859401337995224 -0.065620506181801097 leaf_weight=2.8069655895233137 1.5724231731146563 4.3868422470986834 4.4287217259407043 2.1512356996536255 72.903034958057106 0.84973993990570296 leaf_count=55 18 128 28 12 958 14 internal_value=0.00111587 0.00258073 -0.0293388 0.0161308 0.00641523 0.0569418 internal_weight=89.099 87.5265 9.38692 4.9582 78.1396 5.23658 internal_count=1213 1195 95 67 1100 142 is_linear=0 shrinkage=0.1 Tree=190 num_leaves=7 num_cat=0 split_feature=10 10 10 5 7 2 split_gain=1.10015 1.62442 1.96296 1.06179 2.7498 2.06502 threshold=35.000000000000007 30.500000000000004 16.500000000000004 4118.5000000000009 73.905500767373155 8.5000000000000018 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=0.0024590788656430294 -0.076302207902670671 0.055064383636109007 -0.095421117089417792 0.067932647890291978 -0.031548031056672671 -0.05571071227582846 leaf_weight=57.213020589668304 1.8183487942442287 5.4577714949846259 2.1576885217800728 7.1090767905116055 4.5614212863147268 6.8315050965175024 leaf_count=540 141 73 97 53 66 243 internal_value=0.000646323 0.00232541 -0.00137084 0.00130936 0.0290506 -0.00374578 internal_weight=85.1488 83.3305 77.8727 75.715 11.6705 64.0445 internal_count=1213 1072 999 902 119 783 is_linear=0 shrinkage=0.1 Tree=191 num_leaves=7 num_cat=0 split_feature=5 3 6 5 6 5 split_gain=1.01307 1.15943 1.29902 2.40576 2.18283 4.30938 threshold=22663.000000000004 18.500000000000004 102.50410753707952 161.00000000000003 83.77714566791245 539.00000000000011 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=-0.0007306617651368719 -0.067182167436773396 0.057966991899610965 0.04684799112039785 -0.042798400769318581 0.1202281128469765 -0.018615689582427 leaf_weight=64.120554816909134 2.1676884451881042 3.5572812932077786 3.7797213643789318 14.392232112935742 4.549309998750684 4.3950805654749283 leaf_count=522 79 74 18 456 12 52 internal_value=0.000412222 0.00195792 -0.000225842 -0.0241522 0.00572487 0.0520033 internal_weight=96.9619 94.7942 91.2369 18.172 73.0649 8.94439 internal_count=1213 1134 1060 474 586 64 is_linear=0 shrinkage=0.1 Tree=192 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 5 split_gain=1.97101 3.48057e-06 1.39953e-06 5.18096e-07 8.49377e-07 4.95276e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 6.5000000000000009 8615.0000000000018 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=0.075225211562621311 -0.075948200125728754 -0.075296633548148417 -0.075157794394735411 -0.075612466783749638 -0.07538190877744616 -0.07519443923870045 leaf_weight=1.1548886336386204 0.085947946179658508 1.7085235533013481 0.5504068104783072 0.14171336614526775 0.86661989442654885 0.16829078196315095 leaf_count=17 16 634 272 31 195 48 internal_value=-0.0381409 -0.0753196 -0.0753039 -0.0753318 -0.0753829 -0.0753514 internal_weight=4.67639 3.5215 3.43555 2.88515 1.17662 1.03491 internal_count=1213 1196 1180 908 274 243 is_linear=0 shrinkage=0.1 Tree=193 num_leaves=7 num_cat=0 split_feature=8 8 6 8 2 13 split_gain=0.889434 1.55374 1.3924 2.1012 1.77206 1.81108 threshold=7.2680146144134401 7.0174212469378539 122.16036866313587 6.0124073458263707 7.5000000000000009 4865.5000000000009 decision_type=10 10 10 8 10 10 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=-0.0033822477751565502 -0.039232184590357141 0.10471042516275123 0.094367023512783074 -0.087232086102857709 0.082842819107450824 -0.038651713548332134 leaf_weight=70.242003411985934 5.158034515567123 1.4915144480764855 3.8571081347763512 1.6785045415163047 2.8998891403898597 2.1267799595370889 leaf_count=933 83 35 42 10 53 57 internal_value=0.00105011 0.00357487 0.00170808 0.0355601 0.00173177 0.0314386 internal_weight=87.4538 82.2958 80.8043 10.5623 6.70517 5.02667 internal_count=1213 1130 1095 162 120 110 is_linear=0 shrinkage=0.1 Tree=194 num_leaves=7 num_cat=0 split_feature=10 7 8 0 0 7 split_gain=1.03593 1.61916 1.59409 1.18943 3.21753 2.06349 threshold=35.000000000000007 79.482860341514581 5.0351876533739688 2.4079325000000007 0.0080415000000000018 51.963509695802522 decision_type=10 10 10 8 10 10 left_child=1 3 -3 4 5 -1 right_child=-2 2 -4 -5 -6 -7 leaf_value=0.057018094007687183 -0.076255443886613122 -0.017772162578147187 0.097058567842554622 0.006542520875606749 -0.053700288415318709 -0.036540354559095441 leaf_weight=6.2609184524044412 1.7231786121847097 1.8866798561066378 3.3652503923512995 53.809470027685165 12.896905741887165 3.7811240861192346 leaf_count=91 141 15 45 347 542 32 internal_value=0.000477743 0.00209024 0.0558073 -0.00158565 -0.0206525 0.0217906 internal_weight=83.7235 82.0003 5.25193 76.7484 22.9389 10.042 internal_count=1213 1072 60 1012 665 123 is_linear=0 shrinkage=0.1 Tree=195 num_leaves=7 num_cat=0 split_feature=3 4 8 0 3 2 split_gain=1.01181 2.9438 1.27525 5.06092 4.31901 3.22229 threshold=1.0000000180025095e-35 168.50000000000003 4.4954850976912946 0.27086550000000004 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=-0.045702666520404965 0.023708694714406314 0.089919382635870251 0.0047494202358221759 -0.080766933371083718 0.15224665542807145 -0.093425606223851515 leaf_weight=2.6002525687217704 8.851458419114353 4.1625228077173233 65.738694519619457 9.0718130171298963 1.972806000150739 3.1966990306973448 leaf_count=49 98 18 906 90 14 38 internal_value=0.000486716 0.0377734 -0.00235193 -0.0225675 0.0150886 -0.00737017 internal_weight=95.5942 6.76278 88.8315 23.0928 14.021 12.0482 internal_count=1213 67 1146 240 150 136 is_linear=0 shrinkage=0.1 Tree=196 num_leaves=7 num_cat=0 split_feature=19 0 0 10 8 5 split_gain=1.81619 1.36283e-06 8.92426e-07 7.49743e-07 4.02975e-07 1.07264e-06 threshold=1.0000000180025095e-35 0.004088500000000001 3.9500000000000005e-05 25.000000000000004 7.3326400500571403 8615.0000000000018 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=0.075205805554075925 -0.07533535634247121 -0.075267670277539722 -0.075552417429012864 -0.075146540534835507 -0.07564472873343081 -0.075174574838201336 leaf_weight=1.0649748258292675 0.66401175427017767 1.613837885175599 0.26500651403330266 0.50778617101605039 0.10154022416099895 0.092944016854744405 leaf_count=17 139 719 25 272 14 27 internal_value=-0.038108 -0.075295 -0.0753973 -0.0752539 -0.0752841 -0.07542 internal_weight=4.3101 3.24513 0.929018 2.31611 1.80832 0.194484 internal_count=1213 1196 164 1032 760 41 is_linear=0 shrinkage=0.1 Tree=197 num_leaves=7 num_cat=0 split_feature=7 7 7 9 10 4 split_gain=0.746614 1.09972 2.20961 1.75023 1.45224 0.99507 threshold=82.681978676551509 79.000560087679474 76.602662492808648 6.7070240619093333 30.500000000000004 2168.5000000000005 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=-0.0047548449685731603 0.071854868935091146 -0.08764154738157548 0.070436768747159387 0.031180658386022155 -0.06275751098578046 0.02363085473259556 leaf_weight=55.168749514967203 1.4533293731510628 3.3994636423885813 4.5184391490183762 1.9511739294975994 3.6882338104769579 15.911463917698709 leaf_count=515 14 13 136 125 101 309 internal_value=0.000787725 -0.000432584 0.00252857 -0.0443116 -0.00157529 0.00159936 internal_weight=86.0909 84.6375 79.2869 5.35064 74.7684 71.0802 internal_count=1213 1199 1061 138 925 824 is_linear=0 shrinkage=0.1 Tree=198 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 6 split_gain=1.02957 1.3395 1.17681 2.92764 2.61983 1.98886 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.856096117575447 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=-0.077539419758952732 0.11371556080127827 0.043005967723929499 -0.05726787393706987 0.060998979764714634 -0.06128063622648823 0.0031721583263215544 leaf_weight=1.657690695952623 1.0606031417846669 6.0452753789722911 8.7282370747998339 7.2673191549256435 5.2683386830613008 52.470066040055826 leaf_count=118 2 31 199 65 141 657 internal_value=0.000473969 0.0020737 0.000589509 -0.00288812 0.00441338 -0.00270883 internal_weight=82.4975 80.8398 79.7792 73.734 65.0057 57.7384 internal_count=1213 1095 1093 1062 863 798 is_linear=0 shrinkage=0.1 Tree=199 num_leaves=7 num_cat=0 split_feature=9 9 9 6 8 4 split_gain=0.970762 1.13707 1.59193 1.89378 1.62512 3.60284 threshold=7.8643666710854703 7.5629028176013291 6.3944237114723839 127.57071716190508 5.2952081004271827 1364.5000000000002 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=-0.0028246188865143798 -0.046113107305663217 0.042600511213189918 -0.069749543440922587 0.045702430308702857 0.076120569507933084 -0.028390112290702364 leaf_weight=61.692719253711402 4.247182664112187 6.6514036668231702 6.1085192915052167 1.8513904511928556 8.403703767806288 5.4298202386125931 leaf_count=439 324 169 124 8 46 103 internal_value=0.00060743 0.00280885 -0.000361381 -0.0428966 0.00412152 0.0350989 internal_weight=94.3847 90.1376 83.4862 7.95991 75.5262 13.8335 internal_count=1213 889 720 132 588 149 is_linear=0 shrinkage=0.1 Tree=200 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 0 split_gain=1.68391 2.13918e-06 8.30229e-07 3.29448e-07 5.20023e-07 3.58258e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 6.5000000000000009 20.176897000000004 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 5 -5 -3 right_child=1 2 -4 4 -6 -7 leaf_value=0.075190665895617265 -0.075805298297815404 -0.075226636696503743 -0.075138259446767719 -0.075522405568018869 -0.075300490810889298 -0.075349286841469437 leaf_weight=0.99049340561032295 0.073636271001306208 1.1359044904820625 0.4728013377462047 0.11994459875859287 0.88275205671379819 0.30133246100740518 leaf_count=17 16 559 272 31 243 75 internal_value=-0.0377979 -0.075273 -0.0752595 -0.075283 -0.075327 -0.0752524 internal_weight=3.97686 2.98637 2.91273 2.43993 1.0027 1.43724 internal_count=1213 1196 1180 908 274 634 is_linear=0 shrinkage=0.1 Tree=201 num_leaves=7 num_cat=0 split_feature=0 4 5 6 0 4 split_gain=0.955779 0.906986 1.23787 0.988945 1.67742 4.10039 threshold=47.407128000000007 72367.500000000015 44725.000000000007 125.24923058171883 4.6811795000000016 467.50000000000006 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=-0.011459513759042937 -0.079831516883937303 0.082977688701945357 -0.078868469336812005 0.041317024689401911 -0.028822573999156234 0.044828420614561222 leaf_weight=38.277368666604161 1.442796180024742 1.3692360259592522 1.8997423918917764 6.1555197136476627 16.215018137358129 19.552646798547357 leaf_count=325 18 17 40 86 179 548 internal_value=0.000864999 0.00225986 0.000913683 0.00280351 -0.000398194 0.00757175 internal_weight=84.9123 83.4695 82.1003 80.2006 74.045 57.83 internal_count=1213 1195 1178 1138 1052 873 is_linear=0 shrinkage=0.1 Tree=202 num_leaves=7 num_cat=0 split_feature=5 3 9 6 0 7 split_gain=0.976677 1.8732 1.8355 1.73143 1.74582 1.46295 threshold=44725.000000000007 14.500000000000002 7.9538437412311724 121.67926809603533 19.409948500000002 79.482860341514581 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=-0.0081679382148020733 0.048761706480668937 -0.048915932304072873 0.069161371446312098 -0.079924288489649123 0.048558552751581413 0.053839149417443721 leaf_weight=51.340410265140235 3.9755918439477673 7.6830738149583331 3.9681826168671241 2.6587216067127875 7.2657597735524169 4.1095062016975126 leaf_count=704 49 148 55 88 51 118 internal_value=0.000428416 -0.00206625 0.00312464 -0.00088375 0.00246704 -0.00357247 internal_weight=81.0012 77.0257 69.3426 65.3744 62.7157 55.4499 internal_count=1213 1164 1016 961 873 822 is_linear=0 shrinkage=0.1 Tree=203 num_leaves=7 num_cat=0 split_feature=20 19 19 21 19 19 split_gain=1.3666 1.20714 3.57785 1.42165 3.02313 2.11517 threshold=0.89041469205000012 0.68175770400000013 0.60557055170000018 0.64326956145000014 0.33176430915000005 0.22159428360000002 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=0.039535181087331027 -0.094368925362796952 0.037659353521665571 -0.109471659262643 -0.0010043726946671204 -0.10956350341546868 0.12447106825187859 leaf_weight=9.0912975077517313 1.4954645261168469 8.6022591292858106 2.9698981940746298 66.888784371432848 2.5413562580943099 1.3710055500268925 leaf_count=40 7 20 9 1121 13 3 internal_value=0.000453592 0.00200396 -0.00169757 0.0023088 -0.0024713 0.00151582 internal_weight=92.9601 91.4646 82.8623 79.8924 70.8011 68.2598 internal_count=1213 1206 1186 1177 1137 1124 is_linear=0 shrinkage=0.1 Tree=204 num_leaves=7 num_cat=0 split_feature=20 4 10 8 3 4 split_gain=1.56361 1.73673e-06 6.65682e-07 2.46432e-07 3.37386e-07 7.50838e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.075177732169267153 -0.075749320394506159 -0.075234458109777372 -0.07512668304222847 -0.075278659604486611 -0.075150951393612136 -0.075525497644833434 leaf_weight=0.92254882305860519 0.068720307608601483 1.3273711556976202 0.43315773221547704 0.64303192983788893 0.12785522447666153 0.15244677977170795 leaf_count=17 16 634 272 162 54 58 internal_value=-0.0374911 -0.0752529 -0.0752402 -0.0752621 -0.0753017 -0.075326 internal_weight=3.67513 2.75258 2.68386 2.25071 0.923334 0.795479 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=205 num_leaves=7 num_cat=0 split_feature=15 16 0 0 5 5 split_gain=0.866321 1.73577 0.901019 1.48541 1.13853 1.90062 threshold=4.5000000000000009 2.0000000000000004 0.004088500000000001 0.030394000000000001 1.0000000180025095e-35 59.000000000000007 decision_type=10 8 8 8 8 8 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.027038853127763614 -0.065697736490311673 0.062019510339755224 0.065081234820342074 -0.079011919198144279 0.089720284283825391 0.002279380092425651 leaf_weight=8.4984867209568602 4.5615017754025748 1.387896506115794 4.2026600218377999 1.621207259595393 2.5917712450027457 60.792337156366557 leaf_count=92 97 93 132 14 41 744 internal_value=0.000874175 -0.0359034 0.00368996 0.00746334 0.00373829 0.00585483 internal_weight=83.6559 5.9494 77.7065 69.208 65.0053 63.3841 internal_count=1213 190 1023 931 799 785 is_linear=0 shrinkage=0.1 Tree=206 num_leaves=7 num_cat=0 split_feature=10 15 10 13 5 0 split_gain=0.9568 1.4414 1.10235 1.58534 0.947683 1.60243 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 59.000000000000007 0.004088500000000001 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=-0.077360777303071337 -0.076146820201556831 0.082596550163259549 0.051486049844019034 -0.071901386398535383 0.045838516280713774 -0.0035378851285655754 leaf_weight=1.5438947663642455 1.5989146977663029 2.1575451800599685 3.9004769306629887 3.1999692537356159 7.3827335089445105 59.899780366104096 leaf_count=118 141 31 56 108 28 731 internal_value=0.000429821 0.00199786 -0.000292439 -0.00309642 0.000102549 0.00188006 internal_weight=79.6833 78.0844 75.9269 72.0264 68.8264 67.2825 internal_count=1213 1072 1041 985 877 759 is_linear=0 shrinkage=0.1 Tree=207 num_leaves=7 num_cat=0 split_feature=20 19 19 19 21 19 split_gain=0.939058 1.58997 1.94798 1.40321 2.281 2.10882 threshold=0.79454162265000006 0.73806720815000004 0.60557055170000018 0.49158705255000007 0.22326373405000002 0.43081104100000006 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.12233609696395198 -0.04661223175388108 0.052487361932232295 -0.067692990371876746 0.065116534370426291 0.0043166872903506728 -0.12774226125211952 leaf_weight=1.5036828760057686 4.0729604735970488 5.9346713200211516 4.1708834618329993 3.4167833700776091 71.740505961992312 1.229947380721568 leaf_count=24 13 14 12 9 1137 4 internal_value=0.000330244 0.002503 -0.00111185 0.00245342 -0.000421484 0.00209078 internal_weight=92.0694 87.9965 82.0618 77.8909 74.4741 72.9705 internal_count=1213 1200 1186 1174 1165 1141 is_linear=0 shrinkage=0.1 Tree=208 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=1.46143 1.43296e-06 5.45037e-07 2.14638e-07 2.7397e-07 6.09696e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.075168245137350043 -0.075700358255382016 -0.075216546113967997 -0.075114539128862901 -0.075260250139058293 -0.075139991196092576 -0.075491254244821629 leaf_weight=0.86736564338207245 0.064564055763185801 1.2211282434291213 0.38931841081648588 0.59812979187699955 0.11749754630727693 0.14123293125885539 leaf_count=17 16 634 272 162 54 58 internal_value=-0.0368576 -0.0752353 -0.0752231 -0.0752435 -0.0752818 -0.0753044 internal_weight=3.39924 2.53187 2.46731 2.07799 0.85686 0.739363 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=209 num_leaves=7 num_cat=0 split_feature=0 0 0 7 10 0 split_gain=0.7647 1.56499 1.17644 3.30324 2.82206 1.44786 threshold=40.875559000000003 30.053426000000005 4.6811795000000016 73.565496186226582 30.500000000000004 0.06754300000000002 decision_type=10 10 10 8 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.006726007449154291 -0.046031040179491028 0.054454460854850707 -0.066161706397100714 0.079788415325250925 -0.075868479110649159 0.025548604864887272 leaf_weight=37.848553560674191 3.3376550227403632 5.4677439089864484 8.5085581121966207 3.8784201554954061 1.6646657148376105 21.966876561753452 leaf_count=424 34 66 84 39 77 489 internal_value=0.000858536 0.0028312 -0.000990021 -0.0270277 0.0330425 0.00512666 internal_weight=82.6725 79.3348 73.8671 14.0516 5.54309 59.8154 internal_count=1213 1179 1113 200 116 913 is_linear=0 shrinkage=0.1 Tree=210 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 20 split_gain=0.940658 1.46553 2.95622 2.23998 2.30812 3.06461 threshold=0.15581312665000005 0.13005968095000003 0.26668451185000003 0.21861127385000004 0.34062051785000008 0.34051073370000001 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=-0.059107361465827152 0.078027521012467405 -0.12574086351301636 0.068849620363742911 -0.079974116219147795 0.081713321847206991 -0.0034532439755898211 leaf_weight=2.5747045800089836 2.4756956994533539 1.8289466500282285 4.819441169500351 3.5696999877691269 4.5525924116373062 58.735098577453755 leaf_count=26 7 9 11 8 11 1141 internal_value=0.000337707 0.00235206 -0.000196711 0.00300674 -0.00173957 0.0026732 internal_weight=78.5562 75.9815 73.5058 71.6768 66.8574 63.2877 internal_count=1213 1187 1180 1171 1160 1152 is_linear=0 shrinkage=0.1 Tree=211 num_leaves=7 num_cat=0 split_feature=9 9 9 3 6 9 split_gain=0.853904 1.06024 1.29988 1.60356 1.19532 1.64401 threshold=7.8643666710854703 7.5629028176013291 6.3944237114723839 7.5000000000000009 115.44486244277728 7.666222653551201 decision_type=10 10 10 10 10 10 left_child=1 2 -1 -4 5 -3 right_child=-2 4 3 -5 -6 -7 leaf_value=0.0032777809377421475 -0.045387301556716539 0.081842990348085426 -0.073377533285637314 0.025819906694327086 0.10271086780506769 -0.043285100547396642 leaf_weight=73.311271550133824 3.9140601634862824 1.855169545393436 4.9539099400863043 2.4284605234861374 2.1304797655902803 2.4193373917369172 leaf_count=588 324 45 100 32 6 118 internal_value=0.000305247 0.00235859 -0.000749809 -0.0407461 0.04152 0.0110215 internal_weight=91.0127 87.0986 80.6936 7.38237 6.40499 4.27451 internal_count=1213 889 720 132 169 163 is_linear=0 shrinkage=0.1 Tree=212 num_leaves=7 num_cat=0 split_feature=19 4 10 4 3 5 split_gain=1.32073 1.14249e-06 4.28645e-07 1.45504e-07 3.43021e-07 1.89015e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 5002.0000000000009 7.5000000000000009 8615.0000000000018 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=0.07515100307951221 -0.075648795797972859 -0.075203201929003136 -0.07510648346844441 -0.075451717300062823 -0.075263224104821946 -0.07513316931257645 leaf_weight=0.77851058542728424 0.05998003215063441 1.1621694898494752 0.35977110810927104 0.082728021399816609 0.533167449204484 0.14138169417856261 leaf_count=17 16 623 272 33 185 67 internal_value=-0.0376699 -0.075218 -0.0752067 -0.0752254 -0.0752595 -0.075236 internal_weight=3.11771 2.3392 2.27922 1.91945 0.757277 0.674549 internal_count=1213 1196 1180 908 285 252 is_linear=0 shrinkage=0.1 Tree=213 num_leaves=7 num_cat=0 split_feature=8 8 6 10 2 6 split_gain=0.736603 1.19061 0.99671 1.67136 1.59823 1.17902 threshold=7.2680146144134401 7.0174212469378539 122.16036866313587 30.500000000000004 2.5000000000000004 83.77714566791245 decision_type=10 10 10 10 10 10 left_child=1 2 5 4 -4 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.0056264133801133256 -0.037909927572549879 0.097834449778901739 -0.034836095443752706 -0.069517269733515782 0.073164420146322143 -0.023902642718817601 leaf_weight=47.005001862533391 4.6429247828200451 1.3043312923982728 1.7548275142908076 1.3840380748733867 6.2515883287414908 18.981632087379694 leaf_count=527 83 35 13 31 118 406 internal_value=0.000767322 0.00310916 0.00147003 0.0319524 0.0494931 -0.00286788 internal_weight=81.3243 76.6814 75.3771 9.39045 8.00642 65.9866 internal_count=1213 1130 1095 162 131 933 is_linear=0 shrinkage=0.1 Tree=214 num_leaves=7 num_cat=0 split_feature=0 4 3 3 9 6 split_gain=0.89021 1.3957 1.7285 1.83815 1.64217 1.5038 threshold=64.315626000000009 56582.000000000007 54.500000000000007 14.500000000000002 7.9538437412311724 121.67926809603533 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=0.001826823584683467 0.083166080878408571 -0.081509811379794753 0.078229365358993025 -0.060966993099245227 0.067555466396465161 -0.079017999743483461 leaf_weight=60.688624424627051 1.2763900831341732 2.0963855283334842 2.805205429904162 4.8905916125513604 3.6719140117056659 2.3915039012208572 leaf_count=871 10 36 43 110 55 88 internal_value=0.000340714 -0.00104042 0.00122553 -0.00178959 0.00254604 -0.00123818 internal_weight=77.8206 76.5442 74.4478 71.6426 66.752 63.0801 internal_count=1213 1203 1167 1124 1014 959 is_linear=0 shrinkage=0.1 Tree=215 num_leaves=7 num_cat=0 split_feature=20 21 20 20 21 4 split_gain=0.854062 1.51974 2.98794 2.70701 3.28464 1.66683 threshold=0.79454162265000006 0.5401222668500002 0.5731449982500002 0.44432163585000006 0.96986978155000014 23996.500000000004 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=0.031819156082176857 -0.044606358304549919 -0.089524377637875921 -0.1468707074603661 0.10142924565959698 -0.0026494102257756747 0.068588877670293577 leaf_weight=14.604812674224375 4.0418677702546111 4.2526354715228081 1.426293522119521 2.5041033029556266 59.668497140111867 3.4757798643549895 leaf_count=56 13 15 5 6 1038 80 internal_value=0.000317062 0.00243006 -0.00358758 -0.000663963 -0.00445719 0.0012719 internal_weight=89.974 85.9321 71.3273 69.901 67.3969 63.1443 internal_count=1213 1200 1144 1139 1133 1118 is_linear=0 shrinkage=0.1 Tree=216 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=1.2263 9.1604e-07 3.44574e-07 1.36076e-07 1.79914e-07 3.84744e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.075141006182070424 -0.075602119186928496 -0.07518539355454612 -0.07509720749908011 -0.075223259780822366 -0.0751143153979177 -0.075422093325383688 leaf_weight=0.72522475942969322 0.055647295492236348 1.0422474891092861 0.32980164505715936 0.50972506654215988 0.096078509232029319 0.12028260692022741 leaf_count=17 16 634 272 162 54 58 internal_value=-0.0373302 -0.0752017 -0.075191 -0.0752085 -0.0752418 -0.0752612 internal_weight=2.87901 2.15378 2.09814 1.76833 0.726086 0.630008 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=217 num_leaves=7 num_cat=0 split_feature=15 16 7 7 7 10 split_gain=0.692026 1.56677 0.757747 1.35633 2.39896 0.978466 threshold=4.5000000000000009 2.0000000000000004 81.559319555350342 79.000560087679474 76.179491188569415 19.500000000000004 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=0.0033286839736028947 -0.063652122096931871 0.063123711985523162 0.072499085716895159 -0.057199971008763763 0.086343057150770272 -0.054134127151315228 leaf_weight=63.192990768700838 4.1436797790229312 1.2747264415957031 1.5444370061159123 3.7094547972083083 3.4348414596170178 3.1090657077729693 leaf_count=744 97 93 27 43 148 61 internal_value=0.000685477 -0.033827 0.00317915 0.00172149 0.00485565 0.000634112 internal_weight=80.4092 5.41841 74.9908 73.4464 69.7369 66.3021 internal_count=1213 190 1023 996 953 805 is_linear=0 shrinkage=0.1 Tree=218 num_leaves=7 num_cat=0 split_feature=5 10 15 5 10 10 split_gain=0.872698 0.860629 1.2093 1.16052 0.992411 1.33297 threshold=59.000000000000007 35.000000000000007 6.5000000000000009 63.000000000000007 30.500000000000004 16.500000000000004 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.077207775949886773 0.10809845617521581 -0.075987030737212968 0.081691873761700701 -0.00075321730540396994 0.051722736072176256 -0.091152707915604231 leaf_weight=1.4236373659223307 1.0015180110931385 1.395045194774865 1.9165467107668508 65.694732138421386 3.4857920985668889 1.6726658723782737 leaf_count=118 2 141 31 768 56 97 internal_value=0.000355816 0.00182486 0.00329631 0.0012053 -0.000305642 -0.00299775 internal_weight=76.5899 75.1663 73.7713 71.8547 70.8532 67.3674 internal_count=1213 1095 954 923 921 865 is_linear=0 shrinkage=0.1 Tree=219 num_leaves=7 num_cat=0 split_feature=21 19 19 19 21 19 split_gain=1.12263 1.18614 1.63521 1.16652 2.57193 1.17937 threshold=0.15137254730000002 0.73806720815000004 0.60557055170000018 0.49158705255000007 0.22326373405000002 0.056568688550000003 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=-0.087649618655290126 -0.13438429449792064 0.041481520639622876 -0.06443792653220555 0.05944936114616392 0.096714555585075065 -0.00017675638051874694 leaf_weight=1.428716668160632 1.4194643795490263 6.9094427376985541 3.9496864527463904 3.3276716023683539 1.278910905122757 70.935362083022483 leaf_count=26 4 16 10 9 3 1145 internal_value=0.000281273 0.00171178 -0.00168437 0.00153616 -0.00108106 0.00153918 internal_weight=89.2493 87.8205 80.9111 76.9614 73.6337 72.2143 internal_count=1213 1187 1171 1161 1152 1148 is_linear=0 shrinkage=0.1 Tree=220 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=1.14809 7.4436e-07 2.77383e-07 1.12767e-07 1.44612e-07 3.32057e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.075134129010600695 -0.075561329712536957 -0.07517153801918483 -0.0750883038172796 -0.075206078017493516 -0.075105238269464955 -0.075397432281071319 leaf_weight=0.68321725353598595 0.05183057172689598 0.96332640085893184 0.29637075429491244 0.47047978894261189 0.087715697125531733 0.11233853155863471 leaf_count=17 16 634 272 162 54 58 internal_value=-0.036654 -0.0751874 -0.0751773 -0.0751935 -0.0752249 -0.075243 internal_weight=2.66528 1.98206 1.93023 1.63386 0.670534 0.582818 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=221 num_leaves=7 num_cat=0 split_feature=0 0 0 7 4 9 split_gain=0.681495 1.28141 1.10603 2.8627 2.24642 3.16592 threshold=40.875559000000003 30.053426000000005 4.6811795000000016 73.565496186226582 467.50000000000006 7.5197737497599038 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=-0.0093382456977278549 -0.044852742437533483 0.05054879142116836 -0.064633771165453102 0.031652833867310569 0.071420597937336988 -0.0079751525116021731 leaf_weight=38.185772053897381 3.1643850691616526 5.1757756154984227 7.9727465165778977 5.0395291410386562 10.10790666472167 9.9822093732655031 leaf_count=333 34 66 84 116 243 337 internal_value=0.000623139 0.00250511 -0.000983029 -0.0273429 0.0049028 0.0319711 internal_weight=79.6283 76.4639 71.2882 13.0123 58.2759 20.0901 internal_count=1213 1179 1113 200 913 580 is_linear=0 shrinkage=0.1 Tree=222 num_leaves=7 num_cat=0 split_feature=0 4 5 3 9 8 split_gain=0.827958 1.16749 1.6578 2.15182 1.35163 1.28069 threshold=64.315626000000009 65648.500000000015 11814.500000000002 13.500000000000002 7.9538437412311724 5.2436569921791092 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=0.0049321275147820934 0.082514635340306619 -0.089504103431023482 0.0569594484268382 -0.071760161948350568 0.064082069538517472 -0.032339188325601113 leaf_weight=49.022918704198673 1.2048949841409911 1.4627888519316901 4.8905946924351147 4.3031442477367809 3.2544494144385672 11.354604856693184 leaf_count=440 10 25 88 103 53 494 internal_value=0.000283568 -0.00105015 0.000726552 -0.00332161 0.00130658 -0.00207712 internal_weight=75.4934 74.2885 72.8257 67.9351 63.632 60.3775 internal_count=1213 1203 1178 1090 987 934 is_linear=0 shrinkage=0.1 Tree=223 num_leaves=7 num_cat=0 split_feature=4 4 0 6 6 0 split_gain=0.868513 2.73191 0.878972 2.7223 1.97961 1.5015 threshold=4353.5000000000009 23996.500000000004 19.409948500000002 88.087016270888299 98.812382309715773 0.15951900000000005 decision_type=10 8 10 8 10 10 left_child=2 -2 5 -4 -5 -1 right_child=1 -3 3 4 -6 -7 leaf_value=-0.0018846691282032404 -0.078482642256668178 0.049374985731127592 -0.091944546968740049 0.10463605970150025 -0.030253706400576005 0.030580578058601537 leaf_weight=53.515553147357423 4.6765165773686013 2.6003839120967314 3.6586802899837467 1.8215759992599494 2.7015635217539966 19.413693523965776 leaf_count=429 317 80 34 4 43 306 internal_value=0.000301692 -0.032793 0.00327079 -0.0278087 0.0240696 0.00675755 internal_weight=88.388 7.2769 81.1111 8.18182 4.52314 72.9292 internal_count=1213 397 816 81 47 735 is_linear=0 shrinkage=0.1 Tree=224 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=1.06577 6.01887e-07 2.26183e-07 9.26098e-08 1.19831e-07 2.62176e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.075125352873302464 -0.075521983444218177 -0.075158517681815973 -0.075079808585822722 -0.075191757646129981 -0.075093031975243557 -0.075368424989009697 leaf_weight=0.63734771497547626 0.048308886762242875 0.87958497104409583 0.26912566632381651 0.43740927178441791 0.077896642556879669 0.10396582522662356 leaf_count=17 16 634 272 162 54 58 internal_value=-0.0361326 -0.0751737 -0.0751642 -0.0751794 -0.075209 -0.0752257 internal_weight=2.45364 1.81629 1.76798 1.49886 0.619272 0.541375 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=225 num_leaves=7 num_cat=0 split_feature=20 0 4 0 0 3 split_gain=0.656473 0.737182 1.72651 2.40146 1.41948 1.05595 threshold=0.18647970780000003 0.004088500000000001 156.00000000000003 3.9500000000000005e-05 0.030394000000000001 3.5000000000000004 decision_type=8 10 10 8 10 10 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.058738585833563117 0.084877689543029544 0.062983510212670582 -0.077466866050681496 -0.019555454626298555 0.015627525217832429 -0.012977592839357597 leaf_weight=1.8997527519240973 2.6161218620836797 3.9472445242572567 3.8389310725033274 13.906770139932631 24.843251634389162 26.854797387961298 leaf_count=29 55 137 18 79 258 637 internal_value=0.000675617 -0.000775632 -0.0170561 -0.00302022 0.00518174 0.000768461 internal_weight=77.9069 76.0071 20.3618 16.5229 55.6453 51.698 internal_count=1213 1184 152 134 1032 895 is_linear=0 shrinkage=0.1 Tree=226 num_leaves=7 num_cat=0 split_feature=19 19 21 19 21 21 split_gain=0.792923 1.72852 1.05095 2.10249 1.86861 2.57986 threshold=0.39953208990000005 0.4731715009000001 0.37052061300000005 0.73806720815000004 0.5401222668500002 0.58032089740000015 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=-0.027783872459346964 0.07800811985882504 -0.03644633420593648 0.064189765885713776 -0.10791236640388194 0.14570119743097296 -0.0016074003585356063 leaf_weight=8.9118151655420643 3.0115440040826797 6.8725679889321327 5.4167345240712166 1.594615578651428 1.2196597307920456 47.115915702306665 leaf_count=47 6 19 15 3 3 1120 internal_value=0.000194653 0.00401706 0.000435748 0.00501549 -0.0014041 0.00210966 internal_weight=74.1429 65.231 62.2195 55.3469 49.9302 48.3356 internal_count=1213 1166 1160 1141 1126 1123 is_linear=0 shrinkage=0.1 Tree=227 num_leaves=7 num_cat=0 split_feature=9 8 8 20 21 19 split_gain=0.816885 0.940225 1.54514 0.810577 1.24477 2.37775 threshold=7.8643666710854703 6.7998311008908914 6.1534903156757403 0.79454162265000006 0.5401222668500002 0.3090768229000001 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.031373576467899802 -0.047574560981673931 0.056003294601591959 -0.079774735288391241 -0.041376795726530212 0.0047688908330001979 -0.065529109977140301 leaf_weight=14.320081814657895 3.4305285842856383 3.1280974789988241 2.3497399672633028 3.9890538826584807 54.270268188323826 5.2795752659440032 leaf_count=47 324 17 145 13 646 21 internal_value=0.000248815 0.00221745 0.000119827 0.002531 0.00490207 -0.0014636 internal_weight=86.7673 83.3368 80.2087 77.859 73.8699 59.5498 internal_count=1213 889 872 727 714 667 is_linear=0 shrinkage=0.1 Tree=228 num_leaves=7 num_cat=0 split_feature=19 4 15 0 5 0 split_gain=0.991082 4.88394e-07 1.15884e-07 8.45877e-08 7.58707e-08 6.77828e-08 threshold=1.0000000180025095e-35 109.00000000000001 6.5000000000000009 16.746952500000003 161.00000000000003 0.004088500000000001 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=0.075116621597083877 -0.075488924694427792 -0.0752026692403579 -0.075077420069561862 -0.075285720946420984 -0.075178397868536431 -0.075131730777901154 leaf_weight=0.59387052617967129 0.044347482325974963 0.16309856623411145 0.18219791135925345 0.077447163173928968 0.44064852251904085 0.77348753864498576 leaf_count=17 16 69 140 28 171 772 internal_value=-0.0359343 -0.0751615 -0.0751526 -0.075162 -0.0751944 -0.0751441 internal_weight=2.2751 1.68123 1.63688 1.45468 0.518096 0.936586 internal_count=1213 1196 1180 1040 199 841 is_linear=0 shrinkage=0.1 Tree=229 num_leaves=7 num_cat=0 split_feature=15 14 10 0 4 0 split_gain=0.656697 0.99164 0.908044 0.731988 1.72364 2.52312 threshold=4.5000000000000009 3.5000000000000004 50.000000000000007 0.004088500000000001 156.00000000000003 3.9500000000000005e-05 decision_type=10 8 10 8 10 10 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.084105286893919801 -0.065397277297633977 0.093278564031033448 0.076396521938467285 0.0067748731921606162 -0.075375849216851185 -0.070708473768418489 leaf_weight=2.4558685868978491 4.0103344600647679 0.54572355095297087 0.50895840767770995 63.841390213463455 3.697879059240222 1.8425698801875112 leaf_count=55 108 10 72 931 25 12 internal_value=0.00074867 -0.0340528 -0.0494286 0.0032024 -0.0253197 0.0177428 internal_weight=76.9027 5.06502 4.51929 71.8377 7.99632 4.29844 internal_count=1213 190 180 1023 92 67 is_linear=0 shrinkage=0.1 Tree=230 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 2 split_gain=0.789479 1.20825 2.27696 1.765 2.2156 2.74575 threshold=59.000000000000007 0.004088500000000001 108.50000000000001 126.00000000000001 3.5000000000000004 6.5000000000000009 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=-0.077089836899240122 0.040100435038204596 -0.084897347050542943 0.085477638646546214 -0.081768659590284121 0.065251245756196938 -0.0052165024268889179 leaf_weight=1.3064524214714754 7.238890220411121 3.224007122218608 2.3946769945323458 3.2960157124325624 6.2186214672401539 49.892459726659581 leaf_count=118 32 97 11 106 57 792 internal_value=-4.69206e-05 0.00134592 -0.00296837 0.00130561 -0.00208733 0.00259323 internal_weight=73.5711 72.2647 65.0258 61.8018 59.4071 56.1111 internal_count=1213 1095 1063 966 955 849 is_linear=0 shrinkage=0.1 Tree=231 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.755379 2.10044 2.14561 1.53896 3.47067 2.84842 threshold=0.21861127385000004 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 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=-0.036472657032988076 0.071191603547263629 -0.080153406860706433 0.047989269462018536 -0.10953722125386084 0.091921482184063222 -0.0023263455140610481 leaf_weight=5.2386031018104404 4.243516817688942 3.2848820686340332 6.739922508597374 2.87968360632658 3.3878394514322281 59.981637011980638 leaf_count=35 9 12 22 8 7 1120 internal_value=0.000322206 0.00271614 -0.0010935 0.0024646 -0.0021669 0.0027123 internal_weight=85.7561 80.5175 76.274 72.9891 66.2492 63.3695 internal_count=1213 1178 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=232 num_leaves=7 num_cat=0 split_feature=19 4 10 4 5 6 split_gain=0.912602 4.34879e-07 1.3901e-07 4.98331e-08 9.48704e-08 1.34195e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 4309.5000000000009 8615.0000000000018 84.963522692669201 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=0.075107147752007913 -0.075468985488736887 -0.0751372016713171 -0.075070024953771797 -0.075162337098582943 -0.075083358655012186 -0.075285802720219036 leaf_weight=0.54665914177894592 0.041507885849569104 0.74523017520550605 0.23395581804652477 0.31970213261956826 0.089389496832154691 0.12148397797136568 leaf_count=17 16 585 272 172 69 82 internal_value=-0.0359971 -0.0751497 -0.0751409 -0.0751539 -0.0751773 -0.0751963 internal_weight=2.09793 1.55127 1.50976 1.27581 0.530576 0.441186 internal_count=1213 1196 1180 908 323 254 is_linear=0 shrinkage=0.1 Tree=233 num_leaves=7 num_cat=0 split_feature=7 7 7 4 8 0 split_gain=0.609208 0.853564 1.61454 1.28033 1.05271 1.25471 threshold=82.681978676551509 79.000560087679474 76.602662492808648 1149.0000000000002 6.7932115067562515 16.746952500000003 decision_type=10 10 10 10 10 10 left_child=1 2 4 -3 -1 -6 right_child=-2 3 -4 -5 5 -7 leaf_value=0.0032491913553839256 0.067476872209762423 -0.079829375851787843 0.065990101805827595 0.033931812286006363 -0.058315088053969955 0.028191525573650823 leaf_weight=57.804298747330904 1.3352326303720463 3.0430043525993815 3.7376023060642174 1.4658879400230942 6.1134841884486359 2.3102601645514369 leaf_count=751 14 15 136 123 133 41 internal_value=0.000527634 -0.00067268 0.00204505 -0.0428444 -0.00156371 -0.0345902 internal_weight=75.8098 74.4745 69.9656 4.50889 66.228 8.42374 internal_count=1213 1199 1061 138 925 174 is_linear=0 shrinkage=0.1 Tree=234 num_leaves=7 num_cat=0 split_feature=5 0 5 4 3 2 split_gain=0.727499 1.01134 1.38373 1.57215 1.25854 2.06585 threshold=59.000000000000007 0.0012590000000000001 108.50000000000001 126.00000000000001 3.5000000000000004 6.5000000000000009 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=-0.076995592972892213 0.047498474677573399 -0.058507861744850745 0.11833242542745176 -0.049448868745636199 0.058654466665452515 -0.0028075875733244663 leaf_weight=1.2088420810177911 4.4314058432355514 4.0469514559954396 1.1371793150901783 4.8085534432902923 6.1313106678426257 50.604475853149779 leaf_count=118 22 101 2 116 59 795 internal_value=-6.94921e-05 0.0012373 -0.00183488 0.00182414 -0.000328629 0.00383448 internal_weight=72.3687 71.1599 66.7285 62.6815 61.5443 56.7358 internal_count=1213 1095 1073 972 970 854 is_linear=0 shrinkage=0.1 Tree=235 num_leaves=7 num_cat=0 split_feature=20 0 6 6 0 4 split_gain=1.21304 0.804467 2.15605 1.58761 1.18411 1.01326 threshold=0.89041469205000012 19.409948500000002 84.963522692669201 98.812382309715773 10.015603000000002 4353.5000000000009 decision_type=10 10 8 10 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0057949145884328883 -0.092400924946053231 -0.090291314616554152 0.080756429456410608 -0.032858361086148362 0.062955775536713984 -0.041303052704613444 leaf_weight=66.652754578390159 1.3832112848758686 3.3008983805775616 2.0765109956264505 3.0166882881894708 3.4013458807021371 4.9039594079367808 leaf_count=710 7 34 6 91 38 327 internal_value=0.000478532 0.00201985 -0.0273376 0.0134627 0.00530741 0.00256717 internal_weight=84.7354 83.3522 8.3941 5.0932 74.9581 71.5567 internal_count=1213 1206 131 97 1075 1037 is_linear=0 shrinkage=0.1 Tree=236 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.851442 3.46356e-07 1.10185e-07 4.81608e-08 6.12635e-08 1.4213e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.075099938072169997 -0.075434990840655788 -0.075125951829628806 -0.075065458175474997 -0.075152097922824568 -0.075074688906735007 -0.075297604574179514 leaf_weight=0.51224987767636776 0.038504365540574903 0.68656687064503752 0.21686982942628685 0.34288323564396717 0.062659527524374425 0.083473375387256965 leaf_count=17 16 634 272 162 54 58 internal_value=-0.0355345 -0.0751391 -0.075131 -0.075143 -0.075167 -0.0751806 internal_weight=1.94321 1.43096 1.39245 1.17558 0.489016 0.426357 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=237 num_leaves=7 num_cat=0 split_feature=0 0 0 7 4 9 split_gain=0.572334 0.981842 0.979637 2.21082 2.09737 2.72789 threshold=40.875559000000003 30.014669000000001 4.6811795000000016 73.565496186226582 467.50000000000006 7.5197737497599038 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=-0.0092548395174272581 -0.042508048621324436 0.044503340134631697 -0.06220383787673392 0.027373650340542288 0.069956972482553087 -0.0066940941619592553 leaf_weight=36.680493019986898 2.9686901643872252 5.119452290236949 7.0841607158072266 4.5088031254708776 9.3732100282795745 9.2000619973987323 leaf_count=333 34 72 83 111 243 337 internal_value=0.000521295 0.00229631 -0.000936117 -0.0273648 0.00460898 0.0319887 internal_weight=74.9349 71.9662 66.8467 11.593 55.2538 18.5733 internal_count=1213 1179 1107 194 913 580 is_linear=0 shrinkage=0.1 Tree=238 num_leaves=7 num_cat=0 split_feature=10 10 10 8 6 0 split_gain=0.724248 1.12875 1.16306 0.72604 1.59938 1.06499 threshold=35.000000000000007 30.500000000000004 16.500000000000004 6.9528757088260056 123.27836675349852 19.409948500000002 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=-0.0039575566757971779 -0.075923918980179667 0.055460888617514525 -0.088871343149700521 0.041626389408941492 -0.071361479847786541 0.036075465516948305 leaf_weight=50.040247553493828 1.2387531790882338 3.6362976320087901 1.4980675657279778 3.9810386253520837 3.1917049661278716 7.662822311744093 leaf_count=697 141 73 97 60 79 66 internal_value=-0.00012856 0.00121256 -0.00175944 0.000252085 -0.00245279 0.00135873 internal_weight=71.2489 70.0102 66.3739 64.8758 60.8948 57.7031 internal_count=1213 1072 999 902 842 763 is_linear=0 shrinkage=0.1 Tree=239 num_leaves=7 num_cat=0 split_feature=9 10 9 9 6 10 split_gain=0.714991 0.84122 0.812971 1.05382 1.47449 1.67676 threshold=7.8643666710854703 35.000000000000007 7.5629028176013291 6.3944237114723839 127.57071716190508 42.500000000000007 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0033147825208095397 -0.077470280744468156 0.035517074240361428 0.039298648219906668 -0.091130791993760979 0.043217143125403812 0.062661879184309086 leaf_weight=68.203838784247637 2.3304629330523308 0.91871616803109635 5.5375639904523259 4.195432547479867 1.6714963018894193 0.85307374224066723 leaf_count=588 289 35 169 107 8 17 internal_value=0.000467654 -0.0455227 0.00232483 -0.000407877 -0.0381905 -0.0651436 internal_weight=83.7106 3.24918 80.4614 74.9238 6.72 5.04851 internal_count=1213 324 889 720 132 124 is_linear=0 shrinkage=0.1 Tree=240 num_leaves=7 num_cat=0 split_feature=20 4 10 8 3 4 split_gain=0.79624 2.76978e-07 8.99063e-08 3.89905e-08 4.916e-08 1.10454e-07 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.075094756431728887 -0.075403113997964122 -0.075116209423561037 -0.075058239614524666 -0.075141094505791997 -0.075067189126353046 -0.075274563130335523 leaf_weight=0.48271865770220757 0.035780014586634601 0.63160632656945348 0.19355664223985525 0.31711029895814147 0.056161279528168961 0.077074913584510796 leaf_count=17 16 634 272 162 54 58 internal_value=-0.0347077 -0.0751287 -0.075121 -0.0751322 -0.0751547 -0.0751672 internal_weight=1.79401 1.31129 1.27551 1.08195 0.450346 0.394185 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=241 num_leaves=7 num_cat=0 split_feature=21 19 4 4 3 5 split_gain=0.577832 0.972007 1.13746 1.05372 2.69715 1.72564 threshold=0.88726092775000021 0.26668451185000003 126.00000000000001 149.00000000000003 1.0000000180025095e-35 76.000000000000014 decision_type=10 8 10 10 10 10 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=0.063076075315489019 0.060103320959287214 -0.025596675569299839 0.083406947570170448 -0.086767570398452759 0.077644860019641576 0.0026009722663491094 leaf_weight=2.3091160287149251 1.5947599038481701 16.731904160231352 1.6325727477669705 3.2223448008298865 3.2894726768136016 44.749236343661323 leaf_count=33 10 121 39 19 49 942 internal_value=0.000565682 -0.000754242 -0.00287116 0.00431763 0.00179878 0.00773964 internal_weight=73.5294 71.9346 69.6255 52.8936 51.2611 48.0387 internal_count=1213 1203 1170 1049 1010 991 is_linear=0 shrinkage=0.1 Tree=242 num_leaves=7 num_cat=0 split_feature=20 20 21 20 19 19 split_gain=0.68077 1.731 0.71652 1.93411 3.63417 1.82876 threshold=0.79454162265000006 0.76348215705000011 0.34062051785000008 0.44432163585000006 0.54914982370000009 0.73806720815000004 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=-0.028732899808293577 0.037256825359958938 -0.12006571436114405 0.053761114548312498 -0.10878567936777304 0.09697087227509095 -0.00057336546564888886 leaf_weight=7.8505689860321581 4.567507565021514 1.2324308678507794 6.744833417236805 3.064980261027813 2.0083197951316833 44.717654963373207 leaf_count=40 13 3 19 12 5 1121 internal_value=-7.23604e-05 -0.00267072 -0.000423643 0.00350738 -0.00330014 0.00361916 internal_weight=70.1863 65.6188 64.3864 56.5358 49.791 46.726 internal_count=1213 1200 1197 1157 1138 1126 is_linear=0 shrinkage=0.1 Tree=243 num_leaves=7 num_cat=0 split_feature=20 21 21 20 19 19 split_gain=1.11337 0.757648 2.4044 2.01198 1.82022 3.22956 threshold=0.89041469205000012 0.21861127385000004 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 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=-0.035118431193209045 -0.091044663594164466 0.081767777369802286 -0.076920529574473484 0.05582061381797726 -0.10663013156494994 0.00364322747608183 leaf_weight=5.2056663923431188 1.3127869144082058 3.8074105679988861 3.2288855537772179 6.1380479335784912 2.7787281200289726 60.056093906925526 leaf_count=35 7 8 12 18 8 1125 internal_value=0.00031202 0.00178874 0.00431642 0.000232181 0.003844 -0.00123336 internal_weight=82.5276 81.2148 76.0092 72.2018 68.9729 62.8348 internal_count=1213 1206 1171 1163 1151 1133 is_linear=0 shrinkage=0.1 Tree=244 num_leaves=7 num_cat=0 split_feature=19 4 10 8 5 4 split_gain=0.737022 2.2338e-07 7.17212e-08 3.13091e-08 3.84697e-08 7.91335e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 8615.0000000000018 4353.5000000000009 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=0.075087763212103226 -0.075374368955908211 -0.075107656970719916 -0.075053921064766563 -0.075131583981988714 -0.075064532095713024 -0.075247445553166564 leaf_weight=0.44714528508484364 0.033411826181690807 0.58327698110224446 0.17927443617372774 0.28862852594465949 0.053663557948311791 0.074079759622691199 leaf_count=17 16 634 272 160 48 66 internal_value=-0.0346462 -0.0751194 -0.0751122 -0.0751226 -0.0751436 -0.0751552 internal_weight=1.65948 1.21234 1.17892 0.999649 0.416372 0.362708 internal_count=1213 1196 1180 908 274 226 is_linear=0 shrinkage=0.1 Tree=245 num_leaves=7 num_cat=0 split_feature=20 7 7 7 9 10 split_gain=0.542925 0.532275 0.729181 1.4253 1.17194 0.837464 threshold=0.18647970780000003 82.681978676551509 79.000560087679474 76.602662492808648 6.0503829548602548 19.500000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 3 5 -4 -2 right_child=1 -3 4 -5 -6 -7 leaf_value=0.052716252822866322 0.00016207402198780308 0.062369071613213603 -0.095968399003491883 0.061907110045063642 0.0093712528751516023 -0.0478164143678571 leaf_weight=1.9551450069993732 58.01626773038879 1.3133880048990239 2.0670276693999758 3.5967153771780422 2.1595417829230428 3.8814875415991983 leaf_count=29 766 14 7 135 131 131 internal_value=0.000730479 -0.000700373 -0.00188846 0.00070947 -0.0421457 -0.00284656 internal_weight=72.9896 71.0344 69.721 65.4945 4.22657 61.8978 internal_count=1213 1184 1170 1032 138 897 is_linear=0 shrinkage=0.1 Tree=246 num_leaves=7 num_cat=0 split_feature=5 2 3 4 4 4 split_gain=0.674464 1.33589 1.61885 1.58852 2.07255 1.46775 threshold=44725.000000000007 12.500000000000002 6.5000000000000009 343.00000000000006 6673.0000000000009 274.00000000000006 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=-0.0020493737863129728 0.046597098580248422 -0.041213804830651103 0.037607811736615544 -0.072906537213084585 0.067171374593598857 0.079399156607602037 leaf_weight=38.329512824071571 2.9501987490802994 7.7777811106061554 10.932029574178157 5.9734720431733868 1.2831368651241062 2.3480485826730719 leaf_count=331 49 319 235 228 28 23 internal_value=-0.00019233 -0.00226361 0.00288274 -0.00503677 -0.0481375 0.00265212 internal_weight=69.5942 66.644 58.8662 47.9342 7.25661 40.6776 internal_count=1213 1164 845 610 256 354 is_linear=0 shrinkage=0.1 Tree=247 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.688519 2.48612 1.57058 0.983569 2.72265 2.53523 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 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=-0.031361838129572085 0.093826227838279402 -0.070254499448211535 0.039392366951110896 -0.10203563054821174 0.088306348561203354 -0.0020825235479771474 leaf_weight=6.3656946448609233 2.8907958269119263 3.1109458804130554 6.5042412132024765 2.5808627381920815 3.2824822142720222 56.764651060395408 leaf_count=38 6 12 22 8 7 1120 internal_value=0.000215491 0.00289087 -0.000747893 0.0023799 -0.00146404 0.00285859 internal_weight=81.4997 75.134 72.2432 69.1322 62.628 60.0471 internal_count=1213 1175 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=248 num_leaves=7 num_cat=0 split_feature=19 0 0 10 8 3 split_gain=0.688634 1.01062e-07 1.06585e-07 5.26403e-08 2.81255e-08 2.97916e-08 threshold=1.0000000180025095e-35 0.00013200000000000004 3.9500000000000005e-05 25.000000000000004 6.2341341038820755 22.500000000000004 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075083421534870506 -0.075113710240192991 -0.07509597296324752 -0.075346781785752409 -0.075050532372460663 -0.075142697822075333 -0.075058304864539793 leaf_weight=0.41972491517663002 0.04336880691698719 0.49093424945749575 0.035831986926496029 0.16699285660433816 0.33454800418257946 0.047806765302084386 leaf_count=17 60 585 5 272 220 54 internal_value=-0.0341541 -0.0751103 -0.0752192 -0.075102 -0.0751118 -0.0751321 internal_weight=1.53921 1.11948 0.0792008 1.04028 0.873289 0.382355 internal_count=1213 1196 65 1131 859 274 is_linear=0 shrinkage=0.1 Tree=249 num_leaves=7 num_cat=0 split_feature=15 16 6 6 5 0 split_gain=0.55466 1.31503 0.661419 2.20872 1.62475 2.83341 threshold=4.5000000000000009 2.0000000000000004 102.50410753707952 83.77714566791245 154.00000000000003 4.3720085000000006 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=-0.003644832412894579 -0.061781498899143042 0.066301899976185172 0.019541391773424999 -0.054062558599110438 0.093473479125696812 -0.028215135312993633 leaf_weight=34.737437359988689 3.5563951188232741 1.034823717549443 17.825373373692855 7.2181575186550608 4.9258146663196358 3.1287894621491441 leaf_count=326 97 93 434 65 152 46 internal_value=0.000725333 -0.0329125 0.003002 -0.00289322 0.00573802 0.0462039 internal_weight=72.4268 4.59122 67.8356 50.0102 42.792 8.0546 internal_count=1213 190 1023 589 524 198 is_linear=0 shrinkage=0.1 Tree=250 num_leaves=7 num_cat=0 split_feature=5 0 5 5 3 2 split_gain=0.652643 1.01737 1.95954 1.36162 1.86079 1.97869 threshold=59.000000000000007 0.004088500000000001 108.50000000000001 126.00000000000001 3.5000000000000004 6.5000000000000009 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=-0.07687039917093326 0.037663996553727569 -0.083856785603551254 0.075975123585450999 -0.081026807692641145 0.058611727160154697 -0.0045892262334468192 leaf_weight=1.0913619815837581 6.8320271279662839 2.8588405186310402 2.3223272785544387 2.8399923620745531 5.5380268385633817 46.949726525461301 leaf_count=118 32 97 11 106 57 792 internal_value=-0.000158568 0.00108466 -0.00304549 0.000961907 -0.0021867 0.00207916 internal_weight=68.4323 67.3409 60.5089 57.6501 55.3277 52.4878 internal_count=1213 1095 1063 966 955 849 is_linear=0 shrinkage=0.1 Tree=251 num_leaves=7 num_cat=0 split_feature=20 20 21 21 20 4 split_gain=0.645931 1.55155 0.925689 1.40597 1.2947 0.668895 threshold=0.79454162265000006 0.76348215705000011 0.15137254730000002 0.32197624670000008 0.26125607545000001 4353.5000000000009 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=-0.086779180685481669 -0.040059108070613643 0.11192903750814831 0.048927840557651342 -0.06607531662606779 0.0038761170852212572 -0.031071949445033525 leaf_weight=1.2016582876676691 3.8091482669115058 1.2657407373189915 5.8098360449075699 3.0426780208945274 59.418640593066812 6.0326343074557363 leaf_count=25 13 3 14 12 752 394 internal_value=0.000135118 0.00212943 0.000288798 0.00169688 -0.00230937 0.000654959 internal_weight=80.5803 76.7712 75.5054 74.3038 68.494 65.4513 internal_count=1213 1200 1197 1172 1158 1146 is_linear=0 shrinkage=0.1 Tree=252 num_leaves=7 num_cat=0 split_feature=19 4 10 4 5 6 split_gain=0.647606 1.45057e-07 4.35863e-08 1.95399e-08 3.1646e-08 3.75617e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 4309.5000000000009 8615.0000000000018 84.963522692669201 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=0.075079112869776865 -0.075323327491340547 -0.075092014711323166 -0.07504727419297641 -0.075114129063883969 -0.07505591418703586 -0.075193591369905291 leaf_weight=0.39766007848083973 0.028889423643704171 0.49172720259593916 0.15494652108463924 0.21625106748979306 0.05914089476573281 0.082060729779186659 leaf_count=17 16 585 272 172 69 82 internal_value=-0.0333591 -0.0751024 -0.075096 -0.0751049 -0.0751227 -0.075136 internal_weight=1.43068 1.03302 1.00413 0.84918 0.357453 0.298312 internal_count=1213 1196 1180 908 323 254 is_linear=0 shrinkage=0.1 Tree=253 num_leaves=7 num_cat=0 split_feature=21 19 21 7 7 7 split_gain=0.507655 0.774566 1.01652 0.701433 0.747416 1.1711 threshold=0.88726092775000021 0.26668451185000003 0.49659266935000007 83.214593831120908 79.000560087679474 76.602662492808648 decision_type=10 8 8 10 10 10 left_child=1 -1 -3 4 5 -4 right_child=-2 2 3 -5 -6 -7 leaf_value=0.054953517781842071 0.05579731365875578 -0.041321600709306218 -0.00089659579626465949 0.079336931887924886 -0.041234137140704244 0.059603901205871251 leaf_weight=2.4151520715095103 1.6282692551612843 6.1838036999106407 52.424715810921043 1.1283812671899784 4.1413601147942236 3.4073939225636414 leaf_count=33 10 31 852 12 140 135 internal_value=0.00060139 -0.000688033 -0.00268523 0.00122496 -0.000244695 0.00279571 internal_weight=71.3291 69.7008 67.2857 61.1019 59.9735 55.8321 internal_count=1213 1203 1170 1139 1127 987 is_linear=0 shrinkage=0.1 Tree=254 num_leaves=7 num_cat=0 split_feature=10 10 10 5 7 2 split_gain=0.643325 1.0151 1.02641 0.730933 1.56537 1.32874 threshold=35.000000000000007 30.500000000000004 16.500000000000004 4118.5000000000009 73.905500767373155 8.5000000000000018 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=0.0008689185072220031 -0.075818623814911307 0.055598837855042188 -0.087358605664843436 0.061462571627583396 -0.026736818698435444 -0.054285261029197091 leaf_weight=48.339666112093255 1.1039685358991835 3.2559697767719618 1.3672926102299232 5.2218849952332649 3.2738648299127826 4.801906762411817 leaf_count=540 141 73 97 53 66 243 internal_value=-0.000109402 0.00115199 -0.00166173 0.000239274 0.0274746 -0.00411485 internal_weight=67.3646 66.2606 63.0046 61.6373 8.49575 53.1416 internal_count=1213 1072 999 902 119 783 is_linear=0 shrinkage=0.1 Tree=255 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.65122 2.0484 1.20705 0.807809 2.48821 2.22945 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 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=-0.030894644510218949 0.086959650505166991 -0.06282312670585849 0.035902541891158456 -0.099721378363349045 0.083784855364109165 -0.0018838718420578879 leaf_weight=6.2274438107851893 2.7816048562526703 2.9792264625430107 6.4406291544437408 2.4666272103786469 3.2135132104158401 55.54114028334152 leaf_count=38 6 12 22 8 7 1120 internal_value=0.00015316 0.00278652 -0.000527929 0.002215 -0.00132902 0.00280167 internal_weight=79.6502 73.4227 70.6411 67.6619 61.2213 58.7547 internal_count=1213 1175 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=256 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.615069 1.16312e-07 3.52516e-08 1.7665e-08 1.94048e-08 4.23097e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.075076567623499971 -0.075300361630679533 -0.075084816710557972 -0.075043122953089403 -0.075105406721456242 -0.075050855811922973 -0.075202080307249244 leaf_weight=0.38197391666471958 0.02684805789613165 0.45883998186036479 0.14066389476647601 0.23002919555801782 0.040972866379888728 0.056364377625868656 leaf_count=17 16 634 272 162 54 58 internal_value=-0.0321499 -0.0750952 -0.0750892 -0.0750975 -0.0751152 -0.0751244 internal_weight=1.33569 0.953718 0.92687 0.786206 0.327366 0.286394 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=257 num_leaves=7 num_cat=0 split_feature=0 0 0 5 4 3 split_gain=0.538872 0.939348 0.892 1.94824 1.71104 2.63082 threshold=40.875559000000003 26.129646000000005 4.6811795000000016 515.50000000000011 467.50000000000006 1.5000000000000002 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=0.0029895066948980196 -0.042536448026161577 0.042450138252000544 0.037458579625100207 -0.057756565703404442 0.030292910898150595 -0.073357293049694461 leaf_weight=30.375336598604918 2.7949974471703163 5.3587074168026438 3.105936046689747 6.9747457667253911 16.873297777725384 5.3011558381840578 leaf_count=297 34 80 32 154 580 36 internal_value=0.000496797 0.00226587 -0.00117233 -0.02842 0.00405463 -0.00835483 internal_weight=70.7842 67.9892 62.6305 10.0807 52.5498 35.6765 internal_count=1213 1179 1099 186 913 333 is_linear=0 shrinkage=0.1 Tree=258 num_leaves=7 num_cat=0 split_feature=0 0 5 5 3 5 split_gain=0.645045 1.69004 1.26529 1.1262 2.15871 1.18064 threshold=0.00013200000000000004 0.0012590000000000001 108.50000000000001 126.00000000000001 3.5000000000000004 231.00000000000003 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=-0.064225928768113255 0.071212523432091557 -0.056379258340038069 0.069431906391954165 -0.082912641568355816 0.10060416553686449 0.001090036865997729 leaf_weight=1.5311988524626929 3.2953883092850438 4.0413253395818165 2.3415531367063513 3.0666535822674623 1.2207545302808274 50.956771447090432 leaf_count=65 20 156 11 107 5 849 internal_value=-7.29046e-05 0.00144015 -0.0022908 0.00150509 -0.00137402 0.00341829 internal_weight=66.4536 64.9224 61.6271 57.5857 55.2442 52.1775 internal_count=1213 1148 1128 972 961 854 is_linear=0 shrinkage=0.1 Tree=259 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 19 split_gain=0.637758 1.34309 1.06585 2.35616 0.923595 1.91625 threshold=0.79454162265000006 0.76348215705000011 0.056568688550000003 0.22159428360000002 0.89730301130000012 0.76768386320000015 decision_type=10 10 8 8 10 10 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=0.094073829954693641 -0.039763100239659184 0.10564299681333021 -0.12886572907867488 9.3948571611184034e-05 -0.073326506958528534 0.092189328062865714 leaf_weight=1.1964417411945758 3.808473326265811 1.2341399267315853 1.4149413332343099 67.383514293673215 1.6143784597516049 2.3376895636320105 leaf_count=20 13 3 6 1160 5 6 internal_value=0.000159791 0.00218218 0.000455466 -0.00108416 0.00145038 0.00318182 internal_weight=78.9896 75.1811 73.947 72.7505 71.3356 69.7212 internal_count=1213 1200 1197 1177 1171 1166 is_linear=0 shrinkage=0.1 Tree=260 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.583737 9.41925e-08 2.76489e-08 1.40015e-08 1.51743e-08 3.44556e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.075073554642299228 -0.075279472379688031 -0.075078276687474882 -0.075039900980759175 -0.075097052271853273 -0.075047336588808175 -0.075187827307072561 leaf_weight=0.36677200999110937 0.024962354335002601 0.42328373798227403 0.12980868258455303 0.21195925317442743 0.037952425176627003 0.052090747289184947 leaf_count=17 16 634 272 162 54 58 internal_value=-0.0309159 -0.075088 -0.0750824 -0.07509 -0.0751065 -0.075115 internal_weight=1.24683 0.880057 0.855095 0.725286 0.302002 0.26405 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=261 num_leaves=7 num_cat=0 split_feature=15 16 6 6 8 5 split_gain=0.51451 1.17064 0.589202 1.83005 1.35685 1.35177 threshold=4.5000000000000009 2.0000000000000004 102.50410753707952 84.368340610000701 5.5908362987673126 154.00000000000003 decision_type=10 8 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0039983563954559629 -0.060672141976824114 0.065501705964311457 0.018574120106236137 -0.095810610482248718 -0.0040897499608187919 0.041990256824745512 leaf_weight=34.247965935617685 3.3643659281078717 0.94100664230063547 17.066258675185964 3.4181667659431687 3.0537787303328514 7.8580011778976759 leaf_count=326 97 93 434 12 41 210 internal_value=0.000393756 -0.0330949 0.00259016 -0.00302528 -0.0525322 0.00458424 internal_weight=69.9495 4.30537 65.6442 48.5779 6.47195 42.106 internal_count=1213 190 1023 589 53 536 is_linear=0 shrinkage=0.1 Tree=262 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 19 split_gain=0.633981 1.43942 2.44359 1.67736 1.22702 2.2287 threshold=0.15581312665000005 0.13005968095000003 0.26668451185000003 0.21861127385000004 0.34062051785000008 0.39953208990000005 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=-0.051804008276044235 0.080482087148174813 -0.11890295396829381 0.060236164550528638 -0.064245083483787435 -0.10558874019489389 0.0051135124635787134 leaf_weight=2.2855353001505136 2.2430060058832169 1.7110235169529913 4.6108715534210205 3.0460461378097534 1.8875894919037817 49.765376543160528 leaf_count=26 7 9 11 8 8 1144 internal_value=-6.26768e-05 0.00180658 -0.00108537 0.00231353 -0.00256907 0.00106804 internal_weight=65.5494 63.2639 61.0209 59.3099 54.699 51.653 internal_count=1213 1187 1180 1171 1160 1152 is_linear=0 shrinkage=0.1 Tree=263 num_leaves=7 num_cat=0 split_feature=9 8 8 8 9 8 split_gain=0.627561 0.821057 1.27115 0.689824 1.9498 1.75023 threshold=7.8643666710854703 6.7998311008908914 6.1534903156757403 5.2952081004271827 6.0303165925932634 6.0124073458263707 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=-0.002879941126562661 -0.046146172018888397 0.054343763256146864 -0.078678540317788273 0.059466921938352846 -0.039745126107640902 0.082391257169509999 leaf_weight=56.382346868515015 2.8173066742019719 2.8741410209331653 2.0044958086218676 6.9776321533136043 5.7242692261934289 1.4757703435607252 leaf_count=462 324 17 145 73 181 11 internal_value=0.000193112 0.00192368 -0.000152575 0.00207822 0.021796 -0.0147112 internal_weight=78.256 75.4387 72.5645 70.56 14.1777 7.20004 internal_count=1213 889 872 727 265 192 is_linear=0 shrinkage=0.1 Tree=264 num_leaves=7 num_cat=0 split_feature=19 4 4 14 0 4 split_gain=0.537124 7.58589e-08 1.72851e-08 9.78936e-09 9.063e-09 8.98718e-09 threshold=1.0000000180025095e-35 109.00000000000001 267.00000000000006 4.5000000000000009 0.004088500000000001 156.00000000000003 decision_type=8 8 10 10 10 8 left_child=-1 -2 5 4 -4 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.07506777882739793 -0.075259898515651014 -0.075063317925349607 -0.075122263190620486 -0.075148549259182879 -0.075059121659783817 -0.075104342727106976 leaf_weight=0.33706648927181959 0.023231226718053222 0.06887136711156927 0.023954998119734228 0.013553734170272946 0.44534006775575108 0.23768605967052281 leaf_count=17 16 143 10 11 852 164 internal_value=-0.0310614 -0.0750818 -0.0750766 -0.0750648 -0.0750623 -0.0750951 internal_weight=1.1497 0.812637 0.789406 0.482849 0.469295 0.306557 internal_count=1213 1196 1180 873 862 307 is_linear=0 shrinkage=0.1 Tree=265 num_leaves=7 num_cat=0 split_feature=15 16 10 16 5 5 split_gain=0.49839 1.04507 0.57342 1.6515 0.58635 0.551544 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 27922.500000000004 3159.5000000000005 decision_type=10 10 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0041948925399165719 -0.059377152228827015 0.064231192704127138 -0.054167637170082897 0.089972793068255952 -0.0487256065037317 -0.024473935407313054 leaf_weight=52.489020844688639 3.2371624365914604 0.86723293410614122 1.7278927802108217 2.801397228846326 0.34201121609657992 7.6942770071327677 leaf_count=668 97 93 59 184 6 106 internal_value=0.000537247 -0.0332595 0.00266953 0.00422036 0.074882 0.000529658 internal_weight=69.159 4.1044 65.0546 63.3267 3.14341 60.1833 internal_count=1213 190 1023 964 190 774 is_linear=0 shrinkage=0.1 Tree=266 num_leaves=7 num_cat=0 split_feature=20 0 7 5 4 4 split_gain=0.613211 0.601765 2.02226 1.80883 1.18554 1.02285 threshold=0.89041469205000012 0.004088500000000001 51.963509695802522 108.50000000000001 126.00000000000001 168.50000000000003 decision_type=10 8 10 8 8 8 left_child=1 2 -1 -3 -5 -6 right_child=-2 3 -4 4 5 -7 leaf_value=0.065035199344170944 0.053163038041412196 -0.081995520862987781 -0.047010329515042193 0.10641440618569509 -0.084805200410402154 -0.00073987210727969894 leaf_weight=4.585286598885431 2.0965116322040549 2.9142664186656466 2.4831721759401262 1.0066493153572071 1.4901991002261628 50.352370743406937 leaf_count=77 7 152 18 2 29 928 internal_value=-3.90975e-05 -0.00181429 0.0256732 -0.00529855 -0.00106925 -0.0031563 internal_weight=64.9285 62.8319 7.06846 55.7635 52.8492 51.8426 internal_count=1213 1206 95 1111 959 957 is_linear=0 shrinkage=0.1 Tree=267 num_leaves=7 num_cat=0 split_feature=0 6 6 0 0 3 split_gain=0.606843 1.76172 1.1941 1.02471 0.791504 0.681052 threshold=19.409948500000002 85.152590018179666 98.812382309715773 10.015603000000002 45.141901000000011 2.5000000000000004 decision_type=10 10 10 10 10 8 left_child=3 -2 -3 5 -4 -1 right_child=1 2 4 -5 -6 -7 leaf_value=0.014758303836374524 -0.088516036761742828 0.073901555124569626 -0.083558599567577774 0.060186765991816632 0.026717448542520641 -0.0067219970267511781 leaf_weight=21.96425024420023 2.8669455870985976 1.8327721878886221 1.3760913528385574 2.9869208121672264 1.2349927286850286 45.004372138355393 leaf_count=244 34 6 71 38 20 800 internal_value=1.41662e-05 -0.0273998 0.0120293 0.0028791 -0.0314001 0.000323074 internal_weight=77.2663 7.3108 4.44386 69.9555 2.61108 66.9686 internal_count=1213 131 97 1082 91 1044 is_linear=0 shrinkage=0.1 Tree=268 num_leaves=7 num_cat=0 split_feature=19 0 0 10 8 3 split_gain=0.498904 3.21232e-08 3.41873e-08 1.57035e-08 1.1137e-08 9.75672e-09 threshold=1.0000000180025095e-35 0.00013200000000000004 3.9500000000000005e-05 25.000000000000004 6.2341341038820755 22.500000000000004 decision_type=8 8 10 10 8 10 left_child=-1 2 -2 4 -3 -6 right_child=1 3 -4 -5 5 -7 leaf_value=0.075063625740269424 -0.075077358821334872 -0.075063974713837633 -0.07523686365752319 -0.075035518880736729 -0.07509922254985768 -0.075040712589386716 leaf_weight=0.31427873950451612 0.029653534293174744 0.32346815857818001 0.02457243949174881 0.11248640791745856 0.22549208023337997 0.032623195598716848 leaf_count=17 60 585 5 272 220 54 internal_value=-0.0306687 -0.0750755 -0.0751496 -0.0750697 -0.0750763 -0.0750918 internal_weight=1.06257 0.748296 0.054226 0.69407 0.581583 0.258115 internal_count=1213 1196 65 1131 859 274 is_linear=0 shrinkage=0.1 Tree=269 num_leaves=7 num_cat=0 split_feature=13 7 10 7 9 7 split_gain=0.483273 0.674113 0.649764 0.467005 1.27841 0.96367 threshold=49199.500000000007 81.559319555350342 19.500000000000004 79.000560087679474 6.7704134029830074 76.602662492808648 decision_type=10 10 10 10 10 10 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=-0.00018577873808800157 0.033498682819059954 0.077720266175533168 -0.08567356762550038 -0.074021172762235715 0.07758330938053995 0.058736176286402 leaf_weight=59.104184514610097 0.67845528083853368 1.1567130917683233 1.4049222948960958 2.3113513812422748 0.73249261477030803 2.9124895173590621 leaf_count=902 35 22 37 12 90 115 internal_value=0.000557699 0.00204975 -0.0468649 0.000704397 -0.037538 0.00258137 internal_weight=68.3006 66.2172 2.08338 65.0605 3.04384 62.0167 internal_count=1213 1141 72 1119 102 1017 is_linear=0 shrinkage=0.1 Tree=270 num_leaves=7 num_cat=0 split_feature=10 15 10 13 0 0 split_gain=0.616243 0.952666 0.802425 0.943258 0.593305 1.74249 threshold=35.000000000000007 6.5000000000000009 30.500000000000004 49193.500000000007 0.004088500000000001 0.058236500000000004 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=0.027099147381972683 -0.075815362760477692 0.081271745642814794 0.054107008740778874 -0.065111686432983498 -0.08140083978380426 0.00013374840539671145 leaf_weight=6.7887579544913015 1.0607360709691409 1.4461142057552923 2.5473194783553472 2.3635765069629988 2.7760322513058773 46.969669469632208 leaf_count=91 141 31 56 108 143 643 internal_value=-0.000229549 0.00104529 -0.000842835 -0.0032194 -0.000631821 -0.00441625 internal_weight=63.9522 62.8915 61.4454 58.898 56.5345 49.7457 internal_count=1213 1072 1041 985 877 786 is_linear=0 shrinkage=0.1 Tree=271 num_leaves=7 num_cat=0 split_feature=9 8 8 10 21 21 split_gain=0.555751 0.717854 0.848799 0.677576 0.59359 1.66849 threshold=7.8643666710854703 6.7998311008908914 6.0957778243233358 35.000000000000007 0.22326373405000002 0.32197624670000008 decision_type=10 10 10 10 8 8 left_child=1 2 4 -2 -1 -6 right_child=3 -3 -4 -5 5 -7 leaf_value=-0.028177002148594168 -0.077167187195581979 0.051664228021435776 -0.064561744388572359 0.033748925890656666 0.081496395079437192 0.0010870828787900219 leaf_weight=6.0857133415993303 1.8850330499990371 2.7718516953755161 1.9921406383509737 0.77811818476766337 2.6958944052457809 60.308976903092116 leaf_count=29 289 17 148 35 6 689 internal_value=0.000119931 0.00173827 -0.000208584 -0.0447598 0.00164696 0.00452769 internal_weight=76.5177 73.8546 71.0827 2.66315 69.0906 63.0049 internal_count=1213 889 872 324 724 695 is_linear=0 shrinkage=0.1 Tree=272 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.468258 4.52308e-08 1.34467e-08 7.70367e-09 7.8045e-09 1.88022e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.07506057799681512 -0.075219530336266813 -0.075061851475930363 -0.075032139141709739 -0.075077393511323379 -0.075037685726173559 -0.075152768531105016 leaf_weight=0.29750267788767815 0.019698681309819221 0.32952500653482275 0.10086826515180292 0.16738866463128943 0.029922993722721003 0.041249702193454141 leaf_count=17 16 634 272 162 54 58 internal_value=-0.0297789 -0.0750702 -0.0750658 -0.0750718 -0.0750854 -0.0750923 internal_weight=0.986156 0.688653 0.668955 0.568086 0.238561 0.208638 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=273 num_leaves=7 num_cat=0 split_feature=4 5 4 5 5 15 split_gain=0.476169 1.59684 1.00055 2.37073 1.59975 0.508038 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=0.03411504904916153 0.082812121085295912 -0.066124818080698922 -0.085725174160161871 0.07523267822821092 0.0043628545206646045 -0.033520722753117231 leaf_weight=2.6890767067670813 1.5388101190328587 3.885460764169693 2.984162025153636 3.1283002458512774 49.502816622611135 3.8125635015312573 leaf_count=37 39 31 19 49 848 190 internal_value=0.000443448 -0.0251253 0.00320074 0.0011393 0.0057318 0.00165381 internal_weight=67.5412 6.57454 60.9667 59.4278 56.4437 53.3154 internal_count=1213 68 1145 1106 1087 1038 is_linear=0 shrinkage=0.1 Tree=274 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 6 split_gain=0.581477 0.929996 0.725632 1.69601 1.28278 1.26665 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 6.5000000000000009 84.856096117575447 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=-0.076827740611274731 0.10221179794414413 0.037520936039788011 -0.052007917127728648 0.049593616370409377 -0.060019964116409641 0.0020612382623606119 leaf_weight=0.9757494602818032 0.89430630207061668 4.6380274295806876 6.4222331030759952 5.2002084483392528 3.5698147926013908 41.412639360059984 leaf_count=118 2 31 199 65 141 657 internal_value=-0.000230404 0.000972414 -0.000505945 -0.00362175 0.00257058 -0.00286554 internal_weight=63.113 62.1372 61.2429 56.6049 50.1827 44.9825 internal_count=1213 1095 1093 1062 863 798 is_linear=0 shrinkage=0.1 Tree=275 num_leaves=7 num_cat=0 split_feature=20 0 7 0 8 3 split_gain=1.03125 0.595348 1.39326 0.857887 0.779897 0.698848 threshold=0.89041469205000012 19.409948500000002 69.792058971722028 10.015603000000002 4.9214346274753291 2.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 3 -3 5 -4 -1 right_child=-2 2 4 -5 -6 -7 leaf_value=0.009177285238782187 -0.09028210938120286 -0.080727352823372053 0.046294217062730195 0.058546343982546323 -0.043776981936695838 -0.013221849770513869 leaf_weight=44.60587876662612 1.2394403815269459 2.7944209054112426 2.4614957422018051 2.8177439467981449 1.5773235419183036 20.253554296854418 leaf_count=316 7 35 15 38 81 721 internal_value=0.000184252 0.00168911 -0.0264419 0.00452944 0.0111177 0.00218274 internal_weight=75.7499 74.5104 6.83324 67.6772 4.03882 64.8594 internal_count=1213 1206 131 1075 96 1037 is_linear=0 shrinkage=0.1 Tree=276 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.433257 3.47546e-08 1.07558e-08 5.9233e-09 6.23404e-09 1.54749e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.2341341038820755 22.500000000000004 4353.5000000000009 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=0.07505594909365941 -0.075201978535726549 -0.075057686493774645 -0.075030006304238464 -0.075071480075757924 -0.075034873390200305 -0.075142487026429561 leaf_weight=0.27562309708446264 0.018037641435512342 0.30334114015568048 0.093973107064812211 0.15416860668483423 0.027694929143763147 0.038320976116665406 leaf_count=17 16 634 272 162 54 58 internal_value=-0.029654 -0.0750652 -0.0750612 -0.0750667 -0.0750792 -0.0750856 internal_weight=0.911159 0.635536 0.617499 0.523526 0.220185 0.19249 internal_count=1213 1196 1180 908 274 220 is_linear=0 shrinkage=0.1 Tree=277 num_leaves=7 num_cat=0 split_feature=8 8 8 6 8 0 split_gain=0.430629 0.880502 0.976998 1.05007 0.668992 1.19156 threshold=7.2680146144134401 6.9301478636517562 6.7963979550449611 125.44544100960267 5.6744042622234678 0.071170500000000012 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=-0.0050085185554414671 -0.033701306712997946 0.068882062236764699 -0.061924396321309111 0.065558686845357275 -0.029655546056016453 0.046356175731118013 leaf_weight=46.509609393775463 3.4902092418633393 1.9302255511283863 2.4245465411804608 2.5543753770180038 2.9392479560337943 6.9123423371929675 leaf_count=568 83 58 53 39 83 329 internal_value=0.000493955 0.00238028 0.000287633 0.00284784 5.68674e-06 0.0236779 internal_weight=66.7606 63.2703 61.3401 58.9156 56.3612 9.85159 internal_count=1213 1130 1072 1019 980 412 is_linear=0 shrinkage=0.1 Tree=278 num_leaves=7 num_cat=0 split_feature=0 0 4 4 0 0 split_gain=0.566133 1.43922 1.11227 0.924555 0.569645 0.909071 threshold=0.00013200000000000004 0.0012590000000000001 115.00000000000001 126.00000000000001 0.0027310000000000004 0.004088500000000001 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=-0.062056484550732462 0.069993558730589336 -0.08591760853951573 0.10014341502471631 -0.086462253277392917 0.075822606587850519 -0.0026216649335379736 leaf_weight=1.4521187271457154 2.8901774864643803 1.5487238038331259 0.90679755806922813 0.78083758754655619 1.5195426195859898 53.169851290993392 leaf_count=65 20 38 2 5 5 1078 internal_value=-0.000349509 0.00112389 -0.00231233 -1.56274e-05 -0.00165297 -0.000442094 internal_weight=62.268 60.8159 57.9258 56.377 55.4702 54.6894 internal_count=1213 1148 1128 1090 1088 1083 is_linear=0 shrinkage=0.1 Tree=279 num_leaves=7 num_cat=0 split_feature=9 9 6 8 9 8 split_gain=0.508149 0.683079 0.821639 1.25483 0.749439 1.25219 threshold=7.8643666710854703 7.5629028176013291 115.44486244277728 6.749388396265509 6.3944237114723839 5.2952081004271827 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=-0.0039419993657030493 -0.044796470362398921 -0.045259912931503693 0.093529626224120532 0.087146185759561776 -0.036011907692471222 0.034664365292781933 leaf_weight=51.870786541607231 2.426851688156602 1.8178199693793424 1.7229183844756333 1.1806310366955584 5.5614316575229159 10.025157975964246 leaf_count=439 324 142 6 21 132 149 internal_value=0.000211861 0.00172517 0.0384967 0.00687459 -0.000848486 0.00231099 internal_weight=74.6056 72.1787 4.72137 2.99845 67.4574 61.8959 internal_count=1213 889 169 163 720 588 is_linear=0 shrinkage=0.1 Tree=280 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.406008 2.85055e-08 8.32096e-09 4.83697e-09 4.41128e-09 1.1745e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.075052666831112835 -0.075188717046187556 -0.075054139664868472 -0.075028521914421831 -0.075067700760032219 -0.075031073649120497 -0.075137945285113278 leaf_weight=0.25977541133761406 0.016851168766152114 0.30123550909411279 0.088281684104003944 0.13214008454815485 0.020471208379603922 0.0290325892783585 leaf_count=17 16 701 272 127 43 37 internal_value=-0.0290635 -0.0750605 -0.0750568 -0.0750619 -0.0750748 -0.0750804 internal_weight=0.847788 0.588012 0.571161 0.482879 0.181644 0.161173 internal_count=1213 1196 1180 908 207 164 is_linear=0 shrinkage=0.1 Tree=281 num_leaves=7 num_cat=0 split_feature=0 0 0 5 4 9 split_gain=0.432557 0.664007 0.807676 1.62426 1.50938 2.23281 threshold=43.150867500000011 26.129646000000005 4.6811795000000016 515.50000000000011 467.50000000000006 6.7704134029830074 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=-0.0075457645144521319 -0.044738405008489385 0.035826993914790654 0.034022150333242941 -0.056442802463334302 0.079323474326435037 -0.00014906108366876395 leaf_weight=34.455719686578959 2.0485872593708327 5.3035791441798201 2.8836750760674459 6.3663335160817951 5.7584370058029863 9.1567209138302132 leaf_count=333 29 85 32 154 186 394 internal_value=0.000493466 0.00194301 -0.00112256 -0.0282405 0.0039582 0.0305337 internal_weight=65.9731 63.9245 58.6209 9.25001 49.3709 14.9152 internal_count=1213 1184 1099 186 913 580 is_linear=0 shrinkage=0.1 Tree=282 num_leaves=7 num_cat=0 split_feature=10 10 10 5 2 4 split_gain=0.576707 0.833494 0.835844 0.551859 1.28721 0.978684 threshold=35.000000000000007 30.500000000000004 16.500000000000004 7294.0000000000009 12.500000000000002 65648.500000000015 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=-6.4496759594300139e-05 -0.07577179761627649 0.05572987156963688 -0.086393889375812258 0.052604594821148293 -0.080208258892665085 -0.037678374897730807 leaf_weight=48.546499344636686 0.99822390032932062 2.6474747201427808 1.1408920659450803 4.4813932275865218 2.0903496523387721 1.6401237575337289 leaf_count=710 141 73 97 58 105 29 internal_value=-0.000381991 0.000860948 -0.00164796 5.55033e-05 -0.00337293 0.0284153 internal_weight=61.545 60.5467 57.8993 56.7584 50.6368 6.12152 internal_count=1213 1072 999 902 815 87 is_linear=0 shrinkage=0.1 Tree=283 num_leaves=7 num_cat=0 split_feature=10 5 4 3 4 8 split_gain=0.55373 0.790046 0.764616 0.711428 1.18595 1.07363 threshold=41.000000000000007 5697.0000000000009 35681.000000000007 13.500000000000002 2341.0000000000005 5.2952081004271827 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=-0.0040021017042080045 0.053644706141665582 -0.081279775178617161 0.034616050378270952 0.066409168910785396 -0.06475618534634886 0.02916986340613071 leaf_weight=52.546368947951123 1.8897537012817327 2.219696343876421 0.76559910818468768 1.623124100617132 2.7621182765287804 11.981640079582574 leaf_count=423 120 140 41 55 240 194 internal_value=0.000211332 -0.00119309 -0.0515575 0.000988677 -0.000589349 0.00215731 internal_weight=73.7883 71.8985 2.9853 68.9133 67.2901 64.528 internal_count=1213 1093 181 912 857 617 is_linear=0 shrinkage=0.1 Tree=284 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.380456 2.3104e-08 6.91992e-09 4.22876e-09 3.51805e-09 1.00556e-08 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.075050235427653045 -0.075175819930365498 -0.075049973024650274 -0.075025361123226164 -0.075062973783308701 -0.075028977475676967 -0.075130219413847441 leaf_weight=0.24594372604042292 0.015714365552412346 0.27621248468312842 0.078377223089773906 0.12268397556908894 0.018532948612119071 0.027159977278643055 leaf_count=17 16 701 272 127 43 37 internal_value=-0.0280048 -0.0750563 -0.0750528 -0.0750576 -0.0750701 -0.0750752 internal_weight=0.784625 0.538681 0.522967 0.444589 0.168377 0.149844 internal_count=1213 1196 1180 908 207 164 is_linear=0 shrinkage=0.1 Tree=285 num_leaves=7 num_cat=0 split_feature=21 19 21 7 7 7 split_gain=0.431752 0.737215 0.864961 0.49411 0.56144 0.818624 threshold=0.90678400470000009 0.26668451185000003 0.49659266935000007 83.214593831120908 79.000560087679474 76.602662492808648 decision_type=10 8 8 10 10 10 left_child=1 -1 -3 4 5 -4 right_child=-2 2 3 -5 -6 -7 leaf_value=0.053720736768847172 0.062283809439269915 -0.038938411110955917 -0.00052498245938719594 0.071132446106842648 -0.039825209994692808 0.054438523196550938 leaf_weight=2.4123221132904291 1.1143145114183415 5.9292241297662258 48.192887600976974 0.99358710646629234 3.3279878485482177 2.8712338289478785 leaf_count=33 7 31 855 12 140 135 internal_value=0.000574704 -0.000504322 -0.00263771 0.0012484 -2.81752e-05 0.00256551 internal_weight=64.8416 63.7272 61.3149 55.3857 54.3921 51.0641 internal_count=1213 1206 1173 1142 1130 990 is_linear=0 shrinkage=0.1 Tree=286 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 19 split_gain=0.544323 1.1998 2.25248 1.35098 1.04934 2.01915 threshold=0.15581312665000005 0.13005968095000003 0.26668451185000003 0.21861127385000004 0.34062051785000008 0.39953208990000005 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=-0.049223908004811537 0.073506307247499819 -0.11669859029701733 0.053870769141152734 -0.060965203465657647 -0.10295609123905179 0.0049589845957980459 leaf_weight=2.2090118557680398 2.2166786938905716 1.6475922316312788 4.5943613722920418 2.9198592379689217 1.8030138388276098 45.182192259992007 leaf_count=26 7 9 11 8 8 1144 internal_value=-0.000497741 0.0013465 -0.00150236 0.00198018 -0.00279698 0.000817843 internal_weight=60.5727 58.3637 56.147 54.4994 49.9051 46.9852 internal_count=1213 1187 1180 1171 1160 1152 is_linear=0 shrinkage=0.1 Tree=287 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 19 split_gain=0.473244 1.2365 0.817283 1.83702 1.06459 0.980536 threshold=0.79454162265000006 0.76348215705000011 0.89730301130000012 0.73806720815000004 0.60557055170000018 0.056568688550000003 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=0.093962097570350775 -0.03488423396795693 0.10178678082452648 -0.070944452102898778 0.077031338621715295 -0.056132700918383453 -0.00040997490714643481 leaf_weight=1.1220338309649376 3.6508166268467894 1.2212724313139904 1.5744068473577488 3.106456857174634 3.4040007367730132 58.65556209438364 leaf_count=20 13 3 5 8 12 1152 internal_value=0.000204279 0.00205858 0.000263838 0.00195511 -0.00173618 0.0013614 internal_weight=72.7345 69.0837 67.8625 66.2881 63.1816 59.7776 internal_count=1213 1200 1197 1192 1184 1172 is_linear=0 shrinkage=0.1 Tree=288 num_leaves=7 num_cat=0 split_feature=20 4 10 8 3 4 split_gain=0.353301 1.84901e-08 5.48141e-09 3.34445e-09 2.79234e-09 7.96856e-09 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.075046556292975686 -0.075163119945910184 -0.075046278090695362 -0.075023502643301293 -0.075058283670009343 -0.075026777983569021 -0.075120517119748043 leaf_weight=0.22876732051372528 0.014584474978619255 0.25583035493036732 0.072580187297717202 0.11333522263157647 0.017125899670645595 0.025138171011349186 leaf_count=17 16 701 272 127 43 37 internal_value=-0.0278436 -0.0750522 -0.0750488 -0.0750533 -0.0750649 -0.0750696 internal_weight=0.727362 0.498594 0.48401 0.41143 0.155599 0.138473 internal_count=1213 1196 1180 908 207 164 is_linear=0 shrinkage=0.1 Tree=289 num_leaves=7 num_cat=0 split_feature=0 0 0 7 10 4 split_gain=0.403737 0.747841 0.57098 1.86489 1.39044 1.31583 threshold=40.875559000000003 30.053426000000005 4.6811795000000016 73.565496186226582 30.500000000000004 467.50000000000006 decision_type=10 10 10 8 10 10 left_child=1 2 5 -4 -5 -1 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.0068441350735809099 -0.038818477966531442 0.044754405791687955 -0.057969528080794225 0.066489836593544668 -0.07555357692874648 0.029219061383657513 leaf_weight=34.272727005416527 2.493215157184749 3.8761305212974539 5.8872089283540818 2.85257873684168 0.9086644707713275 14.355195335694587 leaf_count=333 34 66 84 39 77 580 internal_value=0.000638947 0.00222176 -0.000607209 -0.022829 0.0321741 0.00380189 internal_weight=64.6457 62.1525 58.2764 9.64845 3.76124 48.6279 internal_count=1213 1179 1113 200 116 913 is_linear=0 shrinkage=0.1 Tree=290 num_leaves=7 num_cat=0 split_feature=19 19 20 21 19 19 split_gain=0.516705 1.45093 2.46272 1.51892 1.95926 2.37188 threshold=0.76768386320000015 0.63319291535000011 0.18647970780000003 0.71349892620000011 0.49158705255000007 0.43081104100000006 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=-0.12598244016229493 -0.02962711945210994 0.053260597208311368 -0.0050870669164881392 0.057865778814693951 -0.11833012933792789 0.11962051231112558 leaf_weight=1.5708422022871671 5.5273198261857024 5.0967991426587096 40.526617738592904 4.3141399398446074 1.4573843330144871 1.5847685039043415 leaf_count=25 16 12 1139 13 5 3 internal_value=-0.000492706 0.00245933 -0.00277635 0.00126554 -0.00433896 -0.000393974 internal_weight=60.0779 54.5506 49.4538 47.8829 43.5688 42.1114 internal_count=1213 1197 1185 1160 1147 1142 is_linear=0 shrinkage=0.1 Tree=291 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.478044 1.52067 1.05156 0.636009 2.16493 1.85443 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 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=-0.02694817250901892 0.077706726166405948 -0.060425995971307316 0.032779305709739269 -0.09659859174195129 0.07946918011474069 -0.0016353903749032894 leaf_weight=5.9851276784902439 2.5878613591194153 2.7987247854471207 6.1411701664328575 2.2778981029987335 2.9893748015165329 49.509264584557968 leaf_count=38 6 12 22 8 7 1120 internal_value=0.000118247 0.00256147 -0.00049058 0.00226302 -0.00115826 0.00298286 internal_weight=72.2894 66.3043 63.7164 60.9177 54.7765 52.4986 internal_count=1213 1175 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=292 num_leaves=7 num_cat=0 split_feature=19 4 10 8 2 0 split_gain=0.314547 1.49355e-08 4.34867e-09 2.62337e-09 2.03704e-09 2.77104e-09 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 3.5000000000000004 7.8329330000000006 decision_type=8 8 10 8 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.075040783287911861 -0.075151720238058495 -0.0750436210395974 -0.07502182480656111 -0.075060106717288896 -0.075034174138988025 -0.075079856763182046 leaf_weight=0.20035180076956749 0.013579883147031069 0.083772423633490689 0.067234855263450299 0.14307919976636185 0.12486044397883234 0.028211268363520503 leaf_count=17 16 214 272 207 449 38 internal_value=-0.0295619 -0.0750484 -0.0750453 -0.0750494 -0.075043 -0.0750527 internal_weight=0.66109 0.460738 0.447158 0.379923 0.236844 0.111984 internal_count=1213 1196 1180 908 701 252 is_linear=0 shrinkage=0.1 Tree=293 num_leaves=7 num_cat=0 split_feature=15 16 0 0 0 4 split_gain=0.416489 0.890173 0.489942 1.3501 2.77987 2.24511 threshold=4.5000000000000009 2.0000000000000004 0.044599000000000007 0.15951900000000005 0.24661950000000002 1030.5000000000002 decision_type=10 8 8 8 8 10 left_child=2 -2 -1 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.01450111630258267 -0.058044872675862572 0.066696529720040004 0.039582468901834714 -0.23476677532077375 0.005609706285128805 -0.032224940828343138 leaf_weight=13.129548667464404 2.8184820555616166 0.71776156872510899 10.183465694542972 0.8654735386371607 34.644853069097735 1.4885622384026644 leaf_count=272 97 93 156 2 527 66 internal_value=0.000629017 -0.0327258 0.00258469 0.0073392 -0.00153534 -0.106691 internal_weight=63.8481 3.53624 60.3119 47.1824 36.9989 2.35404 internal_count=1213 190 1023 751 595 68 is_linear=0 shrinkage=0.1 Tree=294 num_leaves=7 num_cat=0 split_feature=0 0 4 4 3 2 split_gain=0.510754 1.33014 1.04119 0.863999 0.776002 1.18836 threshold=0.00013200000000000004 0.0012590000000000001 115.00000000000001 126.00000000000001 3.5000000000000004 6.5000000000000009 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=-0.059449050003376247 0.069529936926674515 -0.085212664706881602 0.098742481119540385 -0.036683621318863581 0.049207866520189936 -0.0028082563743385175 leaf_weight=1.4260751879774023 2.7098173177801064 1.4717495711520303 0.87250173091888328 5.628228686284273 4.902090872405096 42.218075431708712 leaf_count=65 20 38 2 234 59 795 internal_value=-0.000327978 0.00113063 -0.0022337 4.38529e-05 -0.0015887 0.00260318 internal_weight=59.2285 57.8025 55.0926 53.6209 52.7484 47.1202 internal_count=1213 1148 1128 1090 1088 854 is_linear=0 shrinkage=0.1 Tree=295 num_leaves=7 num_cat=0 split_feature=20 21 21 20 19 19 split_gain=0.9627 0.494077 2.22876 1.30257 1.07241 1.15935 threshold=0.89041469205000012 0.22326373405000002 0.32197624670000008 0.76348215705000011 0.38321934000000007 0.22159428360000002 decision_type=10 8 8 10 10 10 left_child=1 -1 -3 4 5 -4 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.026256102566422686 -0.089779810398619153 0.10519028303265043 -0.0002566197918204281 0.081289895358648306 -0.037515132413705889 0.070159111142252678 leaf_weight=5.8816006400156766 1.1751240491867054 2.1063267737627029 50.353809022475616 1.9381583482027043 7.450087644159793 2.4520339816808692 leaf_count=38 7 5 1122 5 29 7 internal_value=-1.6716e-05 0.00148627 0.00402389 0.000597684 -0.00199782 0.00301313 internal_weight=71.3571 70.182 64.3004 62.1941 60.2559 52.8058 internal_count=1213 1206 1168 1163 1158 1129 is_linear=0 shrinkage=0.1 Tree=296 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.298269 1.21556e-08 3.51521e-09 2.17787e-09 1.81686e-09 5.17253e-09 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.075039371387303655 -0.075141529454782155 -0.075039936503903282 -0.075020279164965009 -0.07505035783039618 -0.075023072673329416 -0.075104413052133612 leaf_weight=0.19210660271346569 0.012693281605606899 0.21881412616858142 0.062254500089693465 0.095954640215495601 0.014726785499078687 0.021706821065890836 leaf_count=17 16 701 272 127 43 37 internal_value=-0.0284104 -0.0750451 -0.0750422 -0.0750461 -0.0750562 -0.0750603 internal_weight=0.618257 0.42615 0.413457 0.351202 0.132388 0.117661 internal_count=1213 1196 1180 908 207 164 is_linear=0 shrinkage=0.1 Tree=297 num_leaves=7 num_cat=0 split_feature=0 0 0 2 4 9 split_gain=0.397358 2.0578 1.253 1.22044 1.9691 1.69996 threshold=0.06754300000000002 0.10875250000000002 0.058236500000000004 1.5000000000000002 343.00000000000006 6.0449806140825677 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=-0.001777115333956848 0.079996774096540324 -0.079783762998199989 -0.079216800132288087 0.064278241306358938 -0.050577026833412878 0.0058166960973746185 leaf_weight=16.512202800251547 3.4422464198432854 1.853784181177615 2.3920940179377785 4.658740807324647 6.6113777076825491 27.914131981320679 leaf_count=325 61 14 20 58 104 631 internal_value=0.000569042 0.00573078 -0.0115761 -0.000498611 0.00325232 -0.00498228 internal_weight=63.3846 44.4803 18.9043 41.038 39.1843 34.5255 internal_count=1213 868 345 807 793 735 is_linear=0 shrinkage=0.1 Tree=298 num_leaves=7 num_cat=0 split_feature=0 4 3 3 0 5 split_gain=0.502038 0.902941 1.11172 1.25577 0.969281 0.85901 threshold=60.179807500000003 65648.500000000015 71.500000000000014 14.500000000000002 19.409948500000002 126.00000000000001 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=-0.0030595256641738535 0.059454566654568476 -0.09120200635317674 0.079021749673039862 -0.059932497871655888 0.10254265017874745 0.014621635718541835 leaf_weight=45.578127490880433 1.3737392425537098 1.1058686892501999 1.7274247952736903 3.5537403341149902 1.6398244276642788 3.4475105684250593 leaf_count=949 14 23 42 121 6 58 internal_value=-0.000283264 -0.00172166 4.70507e-05 -0.00246908 0.00156147 0.0429616 internal_weight=58.4262 57.0525 55.9466 54.2192 50.6655 5.08733 internal_count=1213 1199 1176 1134 1013 64 is_linear=0 shrinkage=0.1 Tree=299 num_leaves=7 num_cat=0 split_feature=20 20 21 21 21 21 split_gain=0.470008 1.06079 0.627569 1.32886 0.873933 0.658838 threshold=0.79454162265000006 0.76348215705000011 0.85846023185000009 0.80522880530000018 0.5401222668500002 0.22326373405000002 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=-0.00096038608647759996 -0.035864149276520089 0.095926521206989523 -0.050543507659771815 0.10060966780092476 -0.048699077765737148 0.032640320894377427 leaf_weight=52.206308427194017 3.4794505424797526 1.1770577579736698 2.3548383042216292 1.3385747671127308 3.491545043885707 6.5699251741170874 leaf_count=1151 13 3 12 3 12 19 internal_value=-2.76627e-05 0.00182957 0.000150437 0.00202723 -9.20022e-05 0.00279545 internal_weight=70.6177 67.1382 65.9612 63.6064 62.2678 58.7762 internal_count=1213 1200 1197 1185 1182 1170 is_linear=0 shrinkage=0.1 Tree=300 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.277335 9.80451e-09 2.69732e-09 1.82137e-09 1.44991e-09 4.21722e-09 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.075037038895723052 -0.075131440105068253 -0.075036591485999227 -0.075019014019274508 -0.075046466527650998 -0.075020584047122585 -0.075097140572953733 leaf_weight=0.17921422189101577 0.011793061843491159 0.20173315168176487 0.0580544124240987 0.088669938879320398 0.013055098483164329 0.020156370654149214 leaf_count=17 16 701 272 127 43 37 internal_value=-0.0280758 -0.0750416 -0.0750389 -0.0750424 -0.0750521 -0.0750559 internal_weight=0.572676 0.393462 0.381669 0.323615 0.121881 0.108826 internal_count=1213 1196 1180 908 207 164 is_linear=0 shrinkage=0.1 Tree=301 num_leaves=7 num_cat=0 split_feature=13 4 7 0 0 0 split_gain=0.374577 0.547431 0.439258 0.4213 1.80565 1.0522 threshold=49199.500000000007 2168.5000000000005 81.559319555350342 0.06754300000000002 0.10875250000000002 0.058236500000000004 decision_type=10 10 10 8 8 8 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0027198849889914479 -0.083443490243668872 0.040485509142932745 0.066862518960741732 0.077451242298124431 0.00017076243805639387 -0.074030098366460656 leaf_weight=16.138856122619476 1.1780678215436626 0.51106701837852586 1.0200358442962159 3.2826265320181838 38.282792954123579 2.3734764810651532 leaf_count=304 34 38 22 59 736 20 internal_value=0.000505951 -0.0459474 0.00179022 0.000685382 0.00627398 -0.0118626 internal_weight=62.7869 1.68913 61.0978 60.0778 41.5654 18.5123 internal_count=1213 72 1141 1119 795 324 is_linear=0 shrinkage=0.1 Tree=302 num_leaves=7 num_cat=0 split_feature=5 5 19 19 20 20 split_gain=0.478612 0.794766 0.468478 1.93062 1.14788 1.12825 threshold=59.000000000000007 63.000000000000007 0.13005968095000003 0.26668451185000003 0.79454162265000006 0.67806301170000005 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=-0.076512454799596286 0.09876509429275479 0.041057402601186219 -0.11215114430689616 0.00037992385799778838 0.061546051749669511 -0.071946176416243471 leaf_weight=0.81190359406173129 0.81644567847251792 2.5743409402202815 1.5621731504797933 46.851679574523587 2.9238127991557112 2.2609137743711463 leaf_count=118 2 26 9 1043 7 8 internal_value=-0.000275133 0.000810988 -0.000612727 -0.00261414 0.000674241 -0.00294963 internal_weight=57.8013 56.9894 56.1729 53.5986 52.0364 49.1126 internal_count=1213 1095 1093 1067 1058 1051 is_linear=0 shrinkage=0.1 Tree=303 num_leaves=7 num_cat=0 split_feature=10 5 4 0 3 4 split_gain=0.445502 0.696231 0.619217 0.553252 0.55105 1.02321 threshold=41.000000000000007 5697.0000000000009 35681.000000000007 1.4112660000000001 13.500000000000002 2341.0000000000005 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=0.0019399634845203952 -0.0765060889056315 -0.080597979717036972 0.029430504032713019 0.077523001319734192 0.061078318994862504 -0.063160101727618392 leaf_weight=61.731714851863217 0.28099606884643336 1.9422974322951625 0.6943292935611679 1.3707961849868295 1.4816369629697863 2.5126376459083977 leaf_count=617 76 140 41 44 55 240 internal_value=3.06015e-06 -0.00123688 -0.0516231 0.0513202 0.000784389 -0.000606142 internal_weight=70.0144 68.3626 2.63663 1.65179 65.726 64.2444 internal_count=1213 1093 181 120 912 857 is_linear=0 shrinkage=0.1 Tree=304 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.260569 7.90478e-09 2.22209e-09 1.48228e-09 1.16593e-09 3.42355e-09 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.07503526107891928 -0.075122253199603653 -0.075033894617668018 -0.075017001418334395 -0.075043127151720748 -0.075019084408007197 -0.075090484584886208 leaf_weight=0.16992980474606156 0.010970836228807457 0.18640645489176677 0.052131120983176515 0.082128438647487201 0.012104484703741036 0.018750225171970669 leaf_count=17 16 701 272 127 43 37 internal_value=-0.0271404 -0.0750387 -0.0750361 -0.0750394 -0.0750484 -0.0750519 internal_weight=0.532421 0.362492 0.351521 0.29939 0.112983 0.100879 internal_count=1213 1196 1180 908 207 164 is_linear=0 shrinkage=0.1 Tree=305 num_leaves=7 num_cat=0 split_feature=21 19 21 19 7 7 split_gain=0.379435 0.695967 1.01321 0.813575 1.97917 0.513846 threshold=0.15137254730000002 0.13005968095000003 0.58032089740000015 0.26668451185000003 83.814145346247159 79.000560087679474 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.050707077415521995 -0.065948961113145341 0.0012409805632781542 0.054473270780473274 -0.03732531779404779 0.1164793189357102 -0.040078720585114504 leaf_weight=1.4678353214403612 1.5940987467765806 45.309950097114779 3.3445336036384097 5.895283553749322 1.4647285789251316 3.2238068052101871 leaf_count=26 7 965 23 34 15 143 internal_value=0.000466742 -0.000745516 0.0010091 -0.00219005 0.00195273 -0.00150364 internal_weight=62.3002 60.8324 59.2383 55.8938 49.9985 48.5338 internal_count=1213 1187 1180 1157 1123 1108 is_linear=0 shrinkage=0.1 Tree=306 num_leaves=7 num_cat=0 split_feature=5 5 0 4 3 3 split_gain=0.442251 0.72176 0.443246 0.813067 0.997405 1.06372 threshold=59.000000000000007 63.000000000000007 60.179807500000003 65648.500000000015 71.500000000000014 14.500000000000002 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=-0.076404166701907916 0.096641153875482069 0.0011230574033736791 0.056822179387460307 -0.089986392150589942 0.078178079849993018 -0.056747836379144836 leaf_weight=0.7532536752987643 0.77384889125823875 48.501573491375893 1.3125702319666732 1.0300512234680343 1.5722756509203453 3.3987604338908559 leaf_count=118 2 893 14 23 42 121 internal_value=-0.000285275 0.000727939 -0.000601847 -0.00198477 -0.000289583 -0.00266669 internal_weight=57.3423 56.5891 55.8152 54.5027 53.4726 51.9003 internal_count=1213 1095 1093 1079 1056 1014 is_linear=0 shrinkage=0.1 Tree=307 num_leaves=7 num_cat=0 split_feature=9 9 8 3 9 6 split_gain=0.473272 0.524803 0.71491 1.06964 0.583183 0.906244 threshold=7.8464943593056891 7.5629028176013291 6.749388396265509 17.500000000000004 6.8373885319870018 127.57071716190508 decision_type=10 10 10 8 10 10 left_child=1 4 3 -3 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.001602322713542204 -0.046417827703718745 -0.049480219995949454 0.085773115813737227 0.093715760966376668 -0.075046622309290378 0.033899943206651698 leaf_weight=59.692212945083156 2.1268835986411423 1.501383883703965 1.7008973173797128 0.79938680492341507 2.3946077316068108 1.1209189593791959 leaf_count=634 344 136 9 4 80 6 internal_value=2.49558e-05 0.00149467 0.0366141 0.00027223 -0.000728739 -0.0403092 internal_weight=69.3363 67.2094 4.00167 2.30077 63.2077 3.51553 internal_count=1213 869 149 140 720 86 is_linear=0 shrinkage=0.1 Tree=308 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.245554 6.35843e-09 1.69507e-09 1.20974e-09 9.31137e-10 2.83511e-09 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.075033754246573534 -0.075113628208024391 -0.075031331760423675 -0.075016401508048725 -0.075039835687749704 -0.075017148810555614 -0.075084529180145576 leaf_weight=0.1614334243349731 0.010192621259193402 0.17210671655448095 0.04961526417719142 0.075767319882288575 0.010767106388811953 0.017464848726376658 leaf_count=17 16 701 272 127 43 37 internal_value=-0.0263249 -0.0750359 -0.0750334 -0.0750365 -0.075045 -0.0750482 internal_weight=0.497347 0.335914 0.325721 0.276106 0.103999 0.0932322 internal_count=1213 1196 1180 908 207 164 is_linear=0 shrinkage=0.1 Tree=309 num_leaves=7 num_cat=0 split_feature=0 0 0 7 4 3 split_gain=0.366053 0.526322 0.612709 1.38314 1.21691 2.0924 threshold=43.150867500000011 30.014669000000001 4.6811795000000016 73.565496186226582 467.50000000000006 1.5000000000000002 decision_type=10 10 10 8 10 10 left_child=1 2 4 -4 5 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=0.0031525528271812036 -0.043454510518922046 0.035353039377487384 -0.056067988781341921 0.027360663993934234 0.02883325781960935 -0.070505592589044361 leaf_weight=28.96507004648447 1.8472712999209751 4.3226387072354546 5.4206440042471487 3.1372786865103999 13.593609187752007 4.4489578115753821 leaf_count=297 29 77 83 111 580 36 internal_value=0.000389486 0.00174187 -0.000872861 -0.0254836 0.00360762 -0.00665476 internal_weight=61.7355 59.8882 55.5656 8.55792 47.0076 33.414 internal_count=1213 1184 1107 194 913 333 is_linear=0 shrinkage=0.1 Tree=310 num_leaves=7 num_cat=0 split_feature=20 19 19 21 21 20 split_gain=0.435964 0.939839 1.71129 1.06583 0.830773 1.43932 threshold=0.15581312665000005 0.13005968095000003 0.26668451185000003 0.21861127385000004 0.27107258540000007 0.34051073370000001 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=-0.045204056595224563 0.066732315291873998 -0.10727613299478203 0.048789671759574639 -0.090626004341943706 0.057399106621816368 -0.0059951070816864592 leaf_weight=2.0804804841754958 2.1188729777932167 1.4780066907405851 4.4227711781859398 1.0474739074707029 3.9177984222769737 41.714841305918526 leaf_count=26 7 9 11 3 11 1146 internal_value=-0.000273922 0.00143498 -0.00119634 0.00187172 -0.00257358 -0.000552386 internal_weight=56.7802 54.6998 52.5809 51.1029 46.6801 45.6326 internal_count=1213 1187 1180 1171 1160 1157 is_linear=0 shrinkage=0.1 Tree=311 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.409406 1.14527 0.888137 0.548928 1.53541 0.557 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.13005968095000003 0.3090768229000001 0.73806720815000004 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=-0.025370962455509821 0.071372115003635467 -0.057642753360991145 -0.065403471761809245 0.080770239195080584 -0.034227325327234069 0.0031861460493806666 leaf_weight=5.7937906470906455 2.319309264421463 2.5797758623957634 1.1726387441158292 2.4736405164003372 4.322576105594635 50.096442588270293 leaf_count=38 6 12 4 8 18 1127 internal_value=6.69133e-05 0.00240763 -0.000229848 0.00232094 0.00371684 0.000214344 internal_weight=68.7582 62.9644 60.6451 58.0653 56.8927 54.419 internal_count=1213 1175 1169 1157 1153 1145 is_linear=0 shrinkage=0.1 Tree=312 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.224698 5.01998e-09 1.35696e-09 9.59831e-10 7.44171e-10 2.20223e-09 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.075030917486541462 -0.075105112822536721 -0.075029104178293712 -0.075015183420076084 -0.075037068276949448 -0.075015923507861279 -0.07507804391801251 leaf_weight=0.14702997030690312 0.009430207428522408 0.15924873344101798 0.045873148164901068 0.069809119740966707 0.0099837663219659589 0.016150812785781454 leaf_count=17 16 701 272 127 43 37 internal_value=-0.0268088 -0.0750333 -0.075031 -0.0750339 -0.0750418 -0.0750448 internal_weight=0.457526 0.310496 0.301066 0.255192 0.0959437 0.0859599 internal_count=1213 1196 1180 908 207 164 is_linear=0 shrinkage=0.1 Tree=313 num_leaves=7 num_cat=0 split_feature=10 13 15 16 3 0 split_gain=0.402216 1.00953 0.468015 1.08934 0.545664 0.477873 threshold=30.500000000000004 49191.500000000007 4.5000000000000009 1.0000000180025095e-35 37.000000000000007 0.044599000000000007 decision_type=10 10 10 10 8 8 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.016558500617751683 0.059351944177999563 -0.073107400188963709 -0.047955136400585387 0.086176276113116748 -0.067277322334500053 0.0059916304841353312 leaf_weight=12.107188210124148 0.79816246009431724 2.0613822207087651 1.7975490905810136 2.1511506246170025 0.25969924964010704 41.989818210247904 leaf_count=199 115 99 35 186 4 575 internal_value=0.000482063 -0.0361351 0.00227792 0.00387587 0.0696461 0.000944795 internal_weight=61.165 2.85954 58.3054 56.5079 2.41085 54.097 internal_count=1213 214 999 964 190 774 is_linear=0 shrinkage=0.1 Tree=314 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 21 split_gain=0.469899 1.19675 0.852228 1.67082 0.645734 0.829471 threshold=0.17101914640000002 0.22326373405000002 0.13005968095000003 0.3090768229000001 0.80522880530000018 0.5401222668500002 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=-0.037683411646321267 0.058640944624593551 0.058036966476933738 -0.098312232683095385 -0.002295709672412652 -0.048250582944877655 0.047665218696761762 leaf_weight=3.1604846364352852 3.4861291274428368 2.2586436122655869 1.8379880562424658 39.138347771891858 2.7260616049170485 3.6314033865928641 leaf_count=29 9 7 8 1136 12 12 internal_value=-0.000223555 0.00200694 -0.00197418 -0.00483776 -0.00106148 0.00194627 internal_weight=56.2391 53.0786 49.5924 47.3338 45.4958 42.7698 internal_count=1213 1184 1175 1168 1160 1148 is_linear=0 shrinkage=0.1 Tree=315 num_leaves=7 num_cat=0 split_feature=10 5 4 3 4 0 split_gain=0.433479 0.606181 0.543766 0.431596 0.876735 0.602385 threshold=41.000000000000007 5697.0000000000009 35681.000000000007 13.500000000000002 2341.0000000000005 6.3408845000000005 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=0.0016784756501136645 0.052589393142830246 -0.080035725084978554 0.027023820645237437 0.05614221175626094 -0.085918173592958877 0.041105566047818641 leaf_weight=60.49772557686083 1.5282427135389287 1.7345024179667228 0.65303491242229927 1.3674314364325244 1.8775045250367832 0.46600391948595632 leaf_count=617 120 140 41 55 231 9 internal_value=-6.82152e-05 -0.0012766 -0.050753 0.000563136 -0.000646271 -0.0606597 internal_weight=68.1244 66.5962 2.38754 64.2087 62.8412 2.34351 internal_count=1213 1093 181 912 857 240 is_linear=0 shrinkage=0.1 Tree=316 num_leaves=7 num_cat=0 split_feature=19 0 0 14 20 10 split_gain=0.206984 2.33877e-09 2.35397e-09 1.13064e-09 6.73222e-10 6.40771e-10 threshold=1.0000000180025095e-35 0.00013200000000000004 3.9500000000000005e-05 5.5000000000000009 0.20344614855000001 25.000000000000004 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.075028656199205346 -0.075032197568682291 -0.075027645290372327 -0.075097289619094343 -0.07505957644173733 -0.075034487921684379 -0.075013725532655728 leaf_weight=0.13544074539095163 0.012148416622949298 0.16538139796830365 0.010237743961624801 0.014271346255554818 0.04268884785415139 0.041336136002428248 leaf_count=17 60 772 5 23 64 272 internal_value=-0.0268128 -0.0750309 -0.075062 -0.0750283 -0.0750408 -0.0750249 internal_weight=0.421505 0.286064 0.0223862 0.263678 0.0569602 0.206718 internal_count=1213 1196 65 1131 87 1044 is_linear=0 shrinkage=0.1 Tree=317 num_leaves=7 num_cat=0 split_feature=13 10 0 0 4 4 split_gain=0.356532 0.373951 0.359775 1.2216 1.14735 1.70244 threshold=49199.500000000007 19.500000000000004 0.044599000000000007 0.037647000000000007 327.00000000000006 164.50000000000003 decision_type=10 10 8 10 8 10 left_child=2 -2 3 -1 5 -4 right_child=1 -3 4 -5 -6 -7 leaf_value=0.00035371396258367761 0.024956726863095472 -0.082630799721137432 -0.004439152709529731 -0.08278760978586662 -0.0033197861837922444 0.072631867301705538 leaf_weight=10.969884926336816 0.47599546471610565 1.0055448529310522 5.8741199895739538 2.1066142935305825 34.66936783993151 5.5969253964722157 leaf_count=247 35 37 69 23 725 77 internal_value=0.000389023 -0.0480646 0.00160128 -0.0130403 0.0057508 0.0331652 internal_weight=60.6985 1.48154 59.2169 13.0765 46.1404 11.471 internal_count=1213 72 1141 270 871 146 is_linear=0 shrinkage=0.1 Tree=318 num_leaves=7 num_cat=0 split_feature=19 19 20 21 19 19 split_gain=0.451149 1.18923 2.26738 1.10996 1.81047 1.78356 threshold=0.76768386320000015 0.63319291535000011 0.18647970780000003 0.71349892620000011 0.49158705255000007 0.43081104100000006 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=-0.12338131629249401 -0.027894199407250811 0.049966318829034295 -0.0034413735336080034 0.051687704317180616 -0.11681242000560464 0.10923901052702625 leaf_weight=1.4939248736482111 5.2996922284364691 4.829148903489112 37.238549288420472 4.0627251639962187 1.3544299975037564 1.4597892463207234 leaf_count=25 16 12 1139 13 5 3 internal_value=-0.00013932 0.00277695 -0.00221949 0.00188353 -0.00316832 0.000809187 internal_weight=55.7383 50.4386 45.6094 44.1155 40.0528 38.6983 internal_count=1213 1197 1185 1160 1147 1142 is_linear=0 shrinkage=0.1 Tree=319 num_leaves=7 num_cat=0 split_feature=9 9 8 8 9 6 split_gain=0.430103 0.494026 0.654751 0.897175 0.535104 1.12199 threshold=7.8643666710854703 7.5629028176013291 6.749388396265509 5.7357036682356615 6.3944237114723839 126.02268038967817 decision_type=10 10 10 10 10 8 left_child=1 4 3 -3 -1 -6 right_child=-2 2 -4 -5 5 -7 leaf_value=0.0019107408002415186 -0.046282168995642185 0.056315605069910929 0.084187546220203524 -0.076582510961138758 -0.06299916459997526 0.042582656746077002 leaf_weight=57.077423833892681 1.9555371436290432 1.1885536536574361 1.6308760088577399 0.88711043118382793 3.4865378940012297 1.4149634093046186 leaf_count=588 324 32 24 113 124 8 internal_value=-6.72076e-05 0.00130867 0.0367719 -0.000483231 -0.000812146 -0.0325198 internal_weight=67.641 65.6855 3.70654 2.07566 61.9789 4.9015 internal_count=1213 889 169 145 720 132 is_linear=0 shrinkage=0.1 Tree=320 num_leaves=7 num_cat=0 split_feature=19 0 0 14 20 7 split_gain=0.184413 1.86186e-09 1.87186e-09 9.09712e-10 5.932e-10 4.89359e-10 threshold=1.0000000180025095e-35 0.00013200000000000004 3.9500000000000005e-05 5.5000000000000009 0.20344614855000001 74.175813561605239 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.075025065077731184 -0.075029823486517391 -0.075026860296250289 -0.07509011588756094 -0.075056100177154847 -0.075031664165738865 -0.07501638324230718 leaf_weight=0.1185658392496407 0.01125802073511295 0.12112132192123681 0.0094899061950854957 0.013313825547811575 0.039137801679316908 0.070547002798775793 leaf_count=17 60 534 5 23 64 510 internal_value=-0.0286289 -0.0750286 -0.0750574 -0.0750262 -0.0750379 -0.075023 internal_weight=0.383434 0.264868 0.0207479 0.24412 0.0524516 0.191668 internal_count=1213 1196 65 1131 87 1044 is_linear=0 shrinkage=0.1 Tree=321 num_leaves=7 num_cat=0 split_feature=10 13 2 7 0 5 split_gain=0.361996 0.896107 0.411525 1.01224 1.50028 0.948888 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 74.604207371536532 2.7156310000000006 3085.5000000000005 decision_type=10 10 10 10 10 10 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0016382627573226821 0.057686335078584221 -0.072018016549650551 0.078820606956045064 0.057710891922425039 -0.04156912640911016 -0.062211685791042019 leaf_weight=45.749187480076216 0.73960558907128815 1.9036943172104654 1.4300213898532073 4.2073252897243947 3.7484559691511095 2.4522828796179956 leaf_count=552 115 99 93 238 71 45 internal_value=0.000459185 -0.0357262 0.00212012 0.0212772 -0.00832385 -0.00161015 internal_weight=60.2306 2.6433 57.5873 9.3858 5.17848 48.2015 internal_count=1213 214 999 402 164 597 is_linear=0 shrinkage=0.1 Tree=322 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 20 split_gain=0.423313 0.423109 1.20553 1.53821 0.91903 1.80672 threshold=0.89041469205000012 0.67806301170000005 0.62523871355000005 0.32197624670000008 0.58032089740000015 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=-0.056517229956666526 0.04652041406168423 -0.031546302289973356 0.069186070211500916 0.048931698190285755 0.0035075566207254934 -0.098061351008482928 leaf_weight=4.7777270660735667 1.8738038614392269 4.3984656408429137 2.4510063081979743 4.0048229098320007 35.864211920707021 1.8412480503320683 leaf_count=35 7 15 6 11 1131 8 internal_value=-0.000196162 -0.00183737 0.000832768 -0.00277105 0.00338533 -0.0014523 internal_weight=55.2113 53.3375 48.939 46.488 41.7103 37.7055 internal_count=1213 1206 1191 1185 1150 1139 is_linear=0 shrinkage=0.1 Tree=323 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 19 split_gain=0.403332 0.866637 0.923632 1.52593 0.935784 1.49461 threshold=0.79454162265000006 0.76348215705000011 0.89730301130000012 0.73806720815000004 0.056568688550000003 0.22159428360000002 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=0.092791919262915509 -0.034131897326421266 0.088709019424518171 -0.078796496908524194 0.073016321627037514 -0.11327185421421243 -0.00085675217486128963 leaf_weight=1.0332123707339631 3.3079996630549422 1.1240610182285298 1.4488076418638218 2.8820199966430655 1.2082444466650484 55.958597127726534 leaf_count=20 13 3 5 8 6 1158 internal_value=-8.73528e-05 0.00168186 0.000117455 0.00198922 -0.00152799 -0.00323269 internal_weight=66.9629 63.6549 62.5309 61.0821 58.2001 57.1668 internal_count=1213 1200 1197 1192 1184 1164 is_linear=0 shrinkage=0.1 Tree=324 num_leaves=7 num_cat=0 split_feature=19 4 10 4 4 6 split_gain=0.171143 2.57298e-09 6.61114e-10 4.80553e-10 6.01583e-10 8.11381e-10 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 4353.5000000000009 9436.0000000000018 95.695465686274517 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=0.075023347486516706 -0.075083931836172957 -0.075022752588176644 -0.075012112310508541 -0.075018974396122262 -0.075028080611749329 -0.075062913561919201 leaf_weight=0.11033371649682522 0.0075556063311523749 0.11743745313378895 0.035702727064744977 0.0062890528424759387 0.064713272697190405 0.012667903498368105 leaf_count=17 16 588 272 70 208 42 internal_value=-0.0283516 -0.0750265 -0.0750247 -0.0750269 -0.0750327 -0.0750483 internal_weight=0.3547 0.244366 0.23681 0.201108 0.0836702 0.018957 internal_count=1213 1196 1180 908 320 112 is_linear=0 shrinkage=0.1 Tree=325 num_leaves=7 num_cat=0 split_feature=0 0 0 7 0 0 split_gain=0.334815 0.393711 0.536355 1.08597 0.83098 0.77225 threshold=43.150867500000011 30.014669000000001 8.0202915000000008 73.860785021670111 6.9640760000000013 4.6811795000000016 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=0.00375112112719289 -0.042214873305173782 0.031487750580497798 -0.071247419077831317 0.032726376916555784 0.093138227421521891 -0.051415220092680049 leaf_weight=45.656583697651513 1.7758824219927181 4.1643689535558215 2.8047678349539629 1.5650914609432218 0.99213222088292141 2.6868521792348465 leaf_count=913 29 77 42 49 18 85 internal_value=0.000554424 0.00186691 -0.000429919 -0.0340086 0.00254428 0.000685063 internal_weight=59.6457 57.8698 53.7054 4.36986 49.3356 48.3434 internal_count=1213 1184 1107 91 1016 998 is_linear=0 shrinkage=0.1 Tree=326 num_leaves=7 num_cat=0 split_feature=5 5 0 5 5 3 split_gain=0.405052 0.663429 0.473716 1.59135 0.87914 1.5214 threshold=59.000000000000007 63.000000000000007 0.0012590000000000001 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=-0.076289918752498687 0.094929742087931271 0.03724828323328791 -0.081381612263467823 0.067004564752261922 -0.080903119166747584 0.0024902647111356034 leaf_weight=0.69250185543205489 0.73662832379341026 3.1084454839583477 2.4616737943142644 1.9401099868118752 2.3042813770007333 43.225436700624414 leaf_count=118 2 21 100 11 107 854 internal_value=-0.000298119 0.000680457 -0.000628494 -0.00298648 0.00107891 -0.00173032 internal_weight=54.4691 53.7766 53.0399 49.9315 47.4698 45.5297 internal_count=1213 1095 1093 1072 972 961 is_linear=0 shrinkage=0.1 Tree=327 num_leaves=7 num_cat=0 split_feature=9 7 4 4 4 9 split_gain=0.393073 0.479561 1.19844 2.35371 1.49041 1.30921 threshold=7.8464943593056891 27.779012377253725 267.00000000000006 365.00000000000006 455.00000000000006 5.722926149035259 decision_type=10 10 10 10 10 8 left_child=1 -1 -3 -4 -5 -6 right_child=-2 2 3 4 5 -7 leaf_value=-0.0047660223642288779 -0.044742127861143711 0.087467135233252516 -0.087411889095052819 0.082337691451527903 -0.088091578997699149 0.015358879931622021 leaf_weight=43.474590884754434 1.9155904404033197 1.9904231876134897 2.3659837357699898 3.0514906824100789 1.3596681322087505 12.199792834348045 leaf_count=457 344 8 26 18 35 325 internal_value=-0.00010209 0.00122487 0.0136466 0.00590387 0.0191953 0.00498544 internal_weight=66.3575 64.4419 20.9674 18.9769 16.611 13.5595 internal_count=1213 869 412 404 378 360 is_linear=0 shrinkage=0.1 Tree=328 num_leaves=7 num_cat=0 split_feature=19 0 0 14 20 7 split_gain=0.159179 1.22536e-09 1.21335e-09 5.33256e-10 3.26087e-10 3.1865e-10 threshold=1.0000000180025095e-35 0.00013200000000000004 3.9500000000000005e-05 5.5000000000000009 0.20344614855000001 74.175813561605239 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.075021838619642137 -0.07502579976105006 -0.075023049459968391 -0.075078203398544249 -0.075046727205615227 -0.07502705414353035 -0.075013875113101647 leaf_weight=0.10299968882463872 0.0097020435059675947 0.10321050174934499 0.0081132426566909999 0.01126820185163524 0.033396035272744484 0.059790000755128858 leaf_count=17 60 534 5 23 64 510 internal_value=-0.0279752 -0.0750245 -0.0750497 -0.0750223 -0.075032 -0.0750197 internal_weight=0.32848 0.22548 0.0178153 0.207665 0.0446642 0.163001 internal_count=1213 1196 65 1131 87 1044 is_linear=0 shrinkage=0.1 Tree=329 num_leaves=7 num_cat=0 split_feature=4 5 4 5 5 15 split_gain=0.330624 1.4211 0.948155 2.0617 1.36081 0.347124 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=0.033536013542802862 0.082350047534856863 -0.062721913979215574 -0.084738120147494433 0.07477083605627681 0.0036715326818545627 -0.031911919713752727 leaf_weight=2.6915654093027106 1.4639921635389317 3.5654250755906105 2.6748302131891242 2.6752280443906775 42.880478575476445 2.9287498923949888 leaf_count=37 39 31 19 49 848 190 internal_value=0.000416743 -0.0213147 0.00300065 0.000729955 0.00544513 0.00139655 internal_weight=58.8803 6.25699 52.6233 51.1593 48.4845 45.8092 internal_count=1213 68 1145 1106 1087 1038 is_linear=0 shrinkage=0.1 Tree=330 num_leaves=7 num_cat=0 split_feature=0 7 5 5 5 2 split_gain=0.393076 1.50613 1.37905 0.762078 0.777035 0.86036 threshold=0.004088500000000001 51.963509695802522 108.50000000000001 126.00000000000001 210.50000000000003 3.5000000000000004 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.06206177969511685 -0.080721686509172177 -0.046459510805380848 0.06149351748846308 -0.078988192832530668 0.091729942800371389 -0.0022075948958457984 leaf_weight=3.7017898301128289 2.1955926530063143 1.9539200951112432 1.9551564455032338 1.2830993896350253 0.99841277580708165 41.56691409391351 leaf_count=77 152 18 11 51 10 894 internal_value=-0.000364725 0.0245701 -0.00330278 0.000408291 -0.00231544 -4.19498e-06 internal_weight=53.6549 5.65571 47.9992 45.8036 43.8484 42.5653 internal_count=1213 95 1118 966 955 904 is_linear=0 shrinkage=0.1 Tree=331 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.380032 0.958608 0.692111 0.431203 1.67072 1.53561 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 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=-0.024912098442930346 0.067506008605462312 -0.05304937767348307 0.028371404114845525 -0.091905225302851778 0.075883937013833183 -0.0014964719856221378 leaf_weight=5.5735942487954162 2.1784552335739136 2.364771343767643 5.650210976600647 1.9338100925087927 2.7192846164107323 45.083218923624372 leaf_count=38 6 12 22 8 7 1120 internal_value=6.44342e-05 0.0023873 -6.90588e-05 0.00219298 -0.000780979 0.00290538 internal_weight=65.5033 59.9298 57.7513 55.3865 49.7363 47.8025 internal_count=1213 1175 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=332 num_leaves=7 num_cat=0 split_feature=19 4 14 7 20 8 split_gain=0.145168 1.63227e-09 4.1822e-10 3.02121e-10 2.91193e-10 2.49081e-10 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 74.175813561605239 0.20344614855000001 6.2341341038820755 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 5 -4 -3 right_child=1 2 4 -5 -6 -7 leaf_value=0.075019769427764005 -0.075072203451513414 -0.075019450628068265 -0.075044351753850297 -0.075012838993387163 -0.075025151196567663 -0.075031404568308702 leaf_weight=0.093349005794152617 0.0064540554012637577 0.083101324091330753 0.010625529394019395 0.055509625189188228 0.03077799167658668 0.022057529145968147 leaf_count=17 16 494 23 510 64 89 internal_value=-0.028625 -0.0750227 -0.0750211 -0.0750188 -0.0750301 -0.075022 internal_weight=0.301875 0.208526 0.202072 0.160668 0.0414035 0.105159 internal_count=1213 1196 1180 1093 87 583 is_linear=0 shrinkage=0.1 Tree=333 num_leaves=7 num_cat=0 split_feature=21 19 21 19 7 7 split_gain=0.324463 0.568839 0.833604 0.62866 1.52286 0.458639 threshold=0.15137254730000002 0.13005968095000003 0.58032089740000015 0.26668451185000003 83.814145346247159 79.000560087679474 decision_type=8 8 10 10 8 8 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.046503822996130456 -0.062585585098849733 0.00082711113727669192 0.048334106484360505 -0.03414507736657179 0.10284818306147525 -0.040056504798046344 leaf_weight=1.4824110656045375 1.4559802711009977 41.879487883416004 3.4500146359205237 5.5777031965553752 1.4336517453193653 2.9363109841942778 leaf_count=26 7 965 23 34 15 143 internal_value=0.000319258 -0.000887523 0.000737581 -0.00243081 0.00139394 -0.00185156 internal_weight=58.2156 56.7331 55.2772 51.8272 46.2495 44.8158 internal_count=1213 1187 1180 1157 1123 1108 is_linear=0 shrinkage=0.1 Tree=334 num_leaves=7 num_cat=0 split_feature=0 0 4 4 3 2 split_gain=0.388825 1.09406 0.857045 0.594236 0.596794 1.51277 threshold=0.00013200000000000004 0.0012590000000000001 115.00000000000001 126.00000000000001 6.5000000000000009 7.5000000000000009 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=-0.055210275262507894 0.067929793369025118 -0.083608087916694634 0.091366995504080575 -0.023555617518352501 0.078656323728854088 -0.0011660204776628165 leaf_weight=1.26523026684299 2.3255268612410864 1.2619176052976389 0.69959819316863914 9.7279156717704591 2.5462303981184951 35.149215782119427 leaf_count=65 20 38 2 423 24 641 internal_value=-0.000440243 0.00089985 -0.00225658 -0.000123319 -0.001473 0.00422577 internal_weight=52.9756 51.7104 49.3849 48.123 47.4234 37.6954 internal_count=1213 1148 1128 1090 1088 665 is_linear=0 shrinkage=0.1 Tree=335 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 19 split_gain=0.406376 0.74595 0.819302 1.274 0.836419 1.36277 threshold=0.79454162265000006 0.76348215705000011 0.89730301130000012 0.76768386320000015 0.056568688550000003 0.22159428360000002 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=0.092242909250862662 -0.034172808727414454 0.08448004869046391 -0.074309281535380939 0.080788027019866981 -0.10997799678049798 0.00028522212447481995 leaf_weight=0.95844178831612226 3.2644337788224211 1.0781862139701832 1.4269678220152844 2.0016483142971984 1.1443119924515484 54.745333813683828 leaf_count=20 13 3 5 6 6 1160 internal_value=0.00020702 0.00203623 0.00056153 0.00237697 -0.00038392 -0.00197236 internal_weight=64.6193 61.3549 60.2767 58.8497 56.8481 55.8896 internal_count=1213 1200 1197 1192 1186 1166 is_linear=0 shrinkage=0.1 Tree=336 num_leaves=7 num_cat=0 split_feature=19 4 14 20 11 8 split_gain=0.13892 1.31224e-09 3.16238e-10 2.18758e-10 2.0325e-10 2.093e-10 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 0.20344614855000001 1.0000000180025095e-35 6.2341341038820755 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075019150320964054 -0.075067111786650861 -0.075018008690249882 -0.0750406020902952 -0.075023262467167645 -0.075012011685443525 -0.075030320977590201 leaf_weight=0.090763219399377704 0.005996222549583762 0.085701003586109437 0.0097779714269563556 0.028433497238438576 0.046410563751123846 0.016458221805805806 leaf_count=17 16 587 23 64 423 83 internal_value=-0.0269922 -0.0750211 -0.0750196 -0.0750277 -0.0750175 -0.07502 internal_weight=0.283541 0.192777 0.186781 0.0382115 0.14857 0.102159 internal_count=1213 1196 1180 87 1093 670 is_linear=0 shrinkage=0.1 Tree=337 num_leaves=7 num_cat=0 split_feature=0 5 4 0 5 3 split_gain=0.32313 1.13276 1.98936 1.97991 1.70877 0.968552 threshold=0.044599000000000007 505.00000000000006 156.00000000000003 3.9500000000000005e-05 3216.0000000000005 3.5000000000000004 decision_type=8 10 10 10 10 8 left_child=1 2 3 -1 -3 -2 right_child=5 4 -4 -5 -6 -7 leaf_value=0.082191933450837695 0.024029331805538401 0.087290724156971533 -0.098936820155843319 -0.036536325951604935 -0.07380026901819943 -0.0066096517291804116 leaf_weight=2.0186506733298284 15.944796003401278 2.1747811483219261 2.9656374685000628 4.6169802062213421 0.9444299682509153 29.23428594856523 leaf_count=55 223 131 26 52 22 704 internal_value=0.000239586 -0.0138393 -0.0308482 -0.000417548 0.0385158 0.00420359 internal_weight=57.8996 12.7205 9.60127 6.63563 3.11921 45.1791 internal_count=1213 286 133 107 153 927 is_linear=0 shrinkage=0.1 Tree=338 num_leaves=7 num_cat=0 split_feature=5 3 0 0 0 7 split_gain=0.373259 0.787186 0.897493 0.791927 0.701155 1.31497 threshold=44725.000000000007 14.500000000000002 19.409948500000002 30.053426000000005 0.059479500000000005 33.9722334346908 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=0.0035745963112449979 0.041581947363022481 -0.045147278758820825 0.087225172406995233 0.0068570478422884306 -0.078596366302525145 0.00095644506859599878 leaf_weight=32.355668236734346 2.0370239759795359 3.9140609403839326 2.1591007253155103 2.8372472291812301 3.2681221775710556 5.7047847429057592 leaf_count=403 49 148 24 43 195 351 internal_value=-0.00038202 -0.00208352 0.001555 0.041587 -0.0032846 -0.0280184 internal_weight=52.276 50.239 46.3249 4.99635 41.3286 8.97291 internal_count=1213 1164 1016 67 949 546 is_linear=0 shrinkage=0.1 Tree=339 num_leaves=7 num_cat=0 split_feature=21 20 21 20 19 19 split_gain=0.357212 0.852253 1.58207 0.91493 0.880014 1.55502 threshold=0.22326373405000002 0.89041469205000012 0.32197624670000008 0.76348215705000011 0.3090768229000001 0.22159428360000002 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=-0.024180039287999815 0.097960154116614212 -0.088205795177954988 0.00062265055019825066 0.071582332767818987 -0.0331207163960303 0.1044476368291339 leaf_weight=5.4886717437620973 1.7415868192911146 1.0178950913250435 45.153608550317585 1.7866403385996807 7.4275162182748309 1.4901647567749012 leaf_count=38 5 7 1122 5 33 3 internal_value=0.000214518 0.00249871 0.00410164 0.00117524 -0.00115118 0.00393963 internal_weight=64.1061 58.6174 57.5995 55.8579 54.0713 46.6438 internal_count=1213 1175 1168 1163 1158 1125 is_linear=0 shrinkage=0.1 Tree=340 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.126549 1.09154e-09 2.57617e-10 2.31247e-10 1.52826e-10 5.07917e-10 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.075017418594232652 -0.075063269656853629 -0.075016728070863209 -0.075009186125987795 -0.075011369819619672 -0.075021577585981575 -0.075047680597107647 leaf_weight=0.082116518402472138 0.0055429467429348725 0.090442500992139685 0.026853504828068253 0.0064206305069092187 0.039341218340268824 0.009630546544030949 leaf_count=17 16 701 272 48 122 37 internal_value=-0.0276963 -0.0750196 -0.0750182 -0.0750198 -0.0750249 -0.0750332 internal_weight=0.260348 0.178231 0.172688 0.145835 0.0553924 0.0160512 internal_count=1213 1196 1180 908 207 85 is_linear=0 shrinkage=0.1 Tree=341 num_leaves=7 num_cat=0 split_feature=20 20 20 21 19 20 split_gain=0.324367 0.410217 0.540972 0.62833 0.859963 0.635243 threshold=0.18647970780000003 0.34051073370000001 0.4919716118500001 0.32197624670000008 0.54914982370000009 0.67806301170000005 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=0.03971123063387616 -0.035261810082120794 0.069688626044295987 -0.053788690002895205 0.067356564063730681 -0.082827199604984414 0.00081422484310701812 leaf_weight=2.015834693738725 3.3095845840871334 1.1234169062227009 2.1177580505609512 1.924967013299465 0.92644614726305008 45.661747946287505 leaf_count=29 18 9 11 15 5 1126 internal_value=0.000312378 -0.00112997 0.00105269 -0.000470232 0.00185729 -0.000849057 internal_weight=57.0798 55.0639 51.7543 50.6309 48.5132 46.5882 internal_count=1213 1184 1166 1157 1146 1131 is_linear=0 shrinkage=0.1 Tree=342 num_leaves=7 num_cat=0 split_feature=20 20 19 19 21 20 split_gain=0.362027 1.65837 0.522464 1.35162 0.86218 0.668507 threshold=0.090231592850000014 0.15581312665000005 0.13005968095000003 0.26668451185000003 0.21861127385000004 0.89041469205000012 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.063655962779499906 -0.12187012588936551 0.052086693705088387 -0.10193964733978596 0.044866472026269789 -0.0045625413922641116 0.075072718681310255 leaf_weight=0.86304187047062442 1.1222096309065817 1.9286960959434507 1.2907120585441587 4.226093091070652 41.000649085210171 1.0819495543837536 leaf_count=20 6 7 9 11 1157 3 internal_value=-0.000566334 -0.00166063 0.00106308 -0.00100436 0.0018089 -0.00251511 internal_weight=51.5134 50.6503 49.5281 47.5994 46.3087 42.0826 internal_count=1213 1193 1187 1180 1171 1160 is_linear=0 shrinkage=0.1 Tree=343 num_leaves=7 num_cat=0 split_feature=9 10 9 8 3 9 split_gain=0.359377 0.488782 0.412815 0.595023 0.836358 0.510017 threshold=7.8464943593056891 35.000000000000007 7.5629028176013291 6.749388396265509 21.000000000000004 6.3944237114723839 decision_type=10 8 10 10 10 10 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0023746353194659398 -0.076580642083701148 0.035716628863792711 -0.048869253856687771 0.083677999262965319 0.08967878754351663 -0.032327162557740728 leaf_weight=53.377596358477604 1.3001412650046391 0.55221957247704279 1.260014648549258 1.4604473412036894 0.66600318998098362 4.6002718256786457 leaf_count=588 308 36 136 9 4 132 internal_value=0.000293499 -0.043103 0.00160348 0.0355408 -0.000960332 -0.00037879 internal_weight=63.2167 1.85236 61.3643 3.38647 1.92602 57.9779 internal_count=1213 344 869 149 140 720 is_linear=0 shrinkage=0.1 Tree=344 num_leaves=7 num_cat=0 split_feature=19 4 10 8 3 4 split_gain=0.120883 8.65801e-10 2.08243e-10 1.84342e-10 1.30678e-10 4.10786e-10 threshold=1.0000000180025095e-35 109.00000000000001 25.000000000000004 6.6497773292219176 22.500000000000004 4353.5000000000009 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=0.075016905927975219 -0.075058586261533652 -0.075015535124050126 -0.07500848092185157 -0.0750104684951447 -0.075019919016351244 -0.075044496876880112 leaf_weight=0.079572270391508937 0.0051342629776627282 0.083908479085494037 0.024982993886624172 0.0058636697431211368 0.036293726348958444 0.0089814689845297835 leaf_count=17 16 701 272 48 122 37 internal_value=-0.0262367 -0.0750182 -0.0750169 -0.0750184 -0.0750232 -0.0750311 internal_weight=0.244737 0.165165 0.16003 0.135047 0.0511389 0.0148451 internal_count=1213 1196 1180 908 207 85 is_linear=0 shrinkage=0.1 Tree=345 num_leaves=7 num_cat=0 split_feature=21 19 21 19 19 7 split_gain=0.341475 0.499343 0.717953 0.72483 0.992396 0.669374 threshold=0.15137254730000002 0.13005968095000003 0.58032089740000015 0.26668451185000003 0.79701102020000014 83.814145346247159 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.048162092907115803 -0.06051469807403325 0.087705372093669492 0.044223639894708511 -0.050726995529095681 -0.0021551633277489112 0.062536549849037198 leaf_weight=1.4525128399254752 1.3727984242141245 0.87555582821369171 3.5199413746595374 4.1766897328197956 43.73864919715561 1.660163240507244 leaf_count=26 7 6 23 24 1108 19 internal_value=0.000299723 -0.000956438 0.000558478 -0.00248802 -0.00408093 0.000210511 internal_weight=56.7963 55.3438 53.971 50.4511 49.5755 45.3988 internal_count=1213 1187 1180 1157 1151 1127 is_linear=0 shrinkage=0.1 Tree=346 num_leaves=7 num_cat=0 split_feature=21 21 20 19 6 10 split_gain=0.390145 0.988132 0.708131 0.868326 1.15312 0.470547 threshold=0.17101914640000002 0.22326373405000002 0.44432163585000006 0.66061459945000012 127.5606004092006 35.000000000000007 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.035707931659996299 0.054123839612499308 0.040875681364429678 -0.026631192089717415 0.0039940460682015323 -0.090210760022392908 -0.075559377321972127 leaf_weight=2.9868303628172725 3.3264224678277969 5.4447981864213943 9.4814660586416704 27.679580147552777 1.4287088848650444 0.7640300783677948 leaf_count=29 9 19 36 949 30 141 internal_value=-0.000638183 0.00153839 -0.00236623 0.0041481 -0.0025462 0.00185714 internal_weight=51.1118 48.125 44.7986 35.3171 29.8723 28.4436 internal_count=1213 1184 1175 1139 1120 1090 is_linear=0 shrinkage=0.1 Tree=347 num_leaves=7 num_cat=0 split_feature=9 7 5 4 4 4 split_gain=0.33066 0.387848 1.06094 1.76034 0.952014 2.02831 threshold=7.8464943593056891 27.779012377253725 154.00000000000003 24937.000000000004 267.00000000000006 365.00000000000006 decision_type=10 10 10 10 10 10 left_child=1 2 -1 -4 -3 -6 right_child=-2 4 3 -5 5 -7 leaf_value=0.0010144567961030927 -0.04247009590089728 0.081503458491925418 -0.092662287650296313 0.077716694462608746 -0.085794011803874581 0.018450772617109222 leaf_weight=37.8330038189888 1.7530398107337521 1.8459451645612741 2.8111887380946423 0.7731976993381976 2.1182375662028816 15.705056952254379 leaf_count=324 344 8 123 10 26 378 internal_value=0.000350362 0.00157921 -0.0039119 -0.0559094 0.0131418 0.00606164 internal_weight=62.8397 61.0866 41.4174 3.58439 19.6692 17.8233 internal_count=1213 869 457 133 412 404 is_linear=0 shrinkage=0.1 Tree=348 num_leaves=7 num_cat=0 split_feature=20 4 14 7 8 3 split_gain=0.11263 6.91271e-10 1.62026e-10 1.33603e-10 1.16129e-10 2.94314e-10 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 74.175813561605239 6.2341341038820755 22.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075015833029061466 -0.075054314306360531 -0.075014368078088145 -0.07502215267003759 -0.075009308664671481 -0.07503441977807096 -0.075006849357201644 leaf_weight=0.074423539685085416 0.0047630618901166591 0.060618115921897697 0.030136906636471394 0.040792552267248539 0.010106356017786311 0.0062765538459643713 leaf_count=17 16 494 87 510 31 58 internal_value=-0.0258529 -0.0750168 -0.0750156 -0.0750139 -0.0750164 -0.0750239 internal_weight=0.227117 0.152694 0.14793 0.117794 0.077001 0.0163829 internal_count=1213 1196 1180 1093 583 89 is_linear=0 shrinkage=0.1 Tree=349 num_leaves=7 num_cat=0 split_feature=4 21 0 4 3 6 split_gain=0.316989 0.943092 0.903612 0.843348 1.70937 0.751561 threshold=126.00000000000001 0.11311668870000001 0.041996000000000006 149.00000000000003 1.0000000180025095e-35 83.534692932856203 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=0.01830373881237464 0.10746502761737807 0.081255261201494899 -0.059404071008126683 -0.083054987971707558 0.022552737620972835 -0.005186853700467879 leaf_weight=2.9269989654421797 0.84819564846111462 1.2795326262712468 3.0617000833153725 2.412023462355136 14.079075074754654 31.890262072789483 leaf_count=42 23 39 26 19 305 759 internal_value=0.000329193 0.00290841 -0.0214241 0.00112261 -0.000996645 0.00330898 internal_weight=56.4978 50.5091 5.9887 49.6609 48.3814 45.9693 internal_count=1213 1145 68 1122 1083 1064 is_linear=0 shrinkage=0.1 Tree=350 num_leaves=7 num_cat=0 split_feature=5 5 4 5 4 4 split_gain=0.34962 0.558541 0.402219 1.13622 0.712444 1.25904 threshold=59.000000000000007 63.000000000000007 126.00000000000001 108.50000000000001 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=-0.076272945073868767 0.092267885213878562 0.03164342896953478 -0.085986403775050638 -0.082417337309302216 0.13863590064617209 -0.00049881514436049871 leaf_weight=0.60201634420081873 0.65303485095500846 3.5418942086398593 1.6049550115130831 1.0327080264687527 0.66047950834035773 42.534131665073801 leaf_count=118 2 31 82 29 2 949 internal_value=-0.000520521 0.000391067 -0.000824119 -0.00333319 -0.00033381 0.00162866 internal_weight=50.6292 50.0272 49.3742 45.8323 44.2273 43.1946 internal_count=1213 1095 1093 1062 980 951 is_linear=0 shrinkage=0.1 Tree=351 num_leaves=7 num_cat=0 split_feature=10 5 4 0 7 4 split_gain=0.322196 0.467066 0.459275 0.459028 0.327134 0.432402 threshold=41.000000000000007 5697.0000000000009 32495.000000000004 1.0733535000000003 81.559319555350342 207.50000000000003 decision_type=10 10 8 8 10 10 left_child=1 4 -3 -2 5 -1 right_child=3 2 -4 -5 -6 -7 leaf_value=-0.0046452420751576552 -0.0764366230882641 -0.079241464521696933 0.027634323138428896 0.077044771460462805 -0.047552377077578048 0.013380074859076722 leaf_weight=36.56586954370141 0.2379975701915088 1.4081397496775012 0.56277840939583268 1.0751402899622917 1.3686863346956659 20.923423167405417 leaf_count=314 76 140 41 44 28 570 internal_value=0.00021928 -0.000838675 -0.048724 0.0492273 0.000764813 0.00191513 internal_weight=62.142 60.8289 1.97092 1.31314 58.858 57.4893 internal_count=1213 1093 181 120 912 884 is_linear=0 shrinkage=0.1 Tree=352 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 3 split_gain=0.107972 5.58367e-10 1.32637e-10 1.04542e-10 1.03692e-10 2.11995e-10 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 74.175813561605239 7.0621109566188442 22.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075015565768703912 -0.075050571786618656 -0.075012968683024692 -0.075020578664013127 -0.075008579088421942 -0.075029969533964236 -0.07500633982912179 leaf_weight=0.072834698716178536 0.0044170962282805695 0.053765405410558742 0.028001677223073784 0.037383586575742811 0.011177718031831319 0.0057497251145832698 leaf_count=17 16 492 87 510 33 58 internal_value=-0.0237922 -0.0750156 -0.0750144 -0.0750129 -0.0750151 -0.0750219 internal_weight=0.21333 0.140495 0.136078 0.108076 0.0706928 0.0169274 internal_count=1213 1196 1180 1093 583 91 is_linear=0 shrinkage=0.1 Tree=353 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 0 split_gain=0.798679 0.464741 0.720029 0.903979 0.907407 0.627494 threshold=0.11311668870000001 0.32197624670000008 0.41913016440000006 0.13005968095000003 0.60557055170000018 47.407128000000007 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=0.094025515353875308 -0.036705995478663107 0.085614477485118079 -0.085542672277226506 0.048587496799063483 0.00084046567283602115 -0.046809336735910791 leaf_weight=0.89602010761154816 3.4463313519954681 0.99156108126044273 1.2178779393434522 3.8043870627880096 42.662100461195223 2.9551120004616669 leaf_count=23 21 9 5 25 1099 31 internal_value=0.000372213 -0.00115138 0.00122187 -0.000430607 0.00166678 -0.00224632 internal_weight=55.9734 55.0774 51.631 50.6395 49.4216 45.6172 internal_count=1213 1190 1169 1160 1155 1130 is_linear=0 shrinkage=0.1 Tree=354 num_leaves=7 num_cat=0 split_feature=7 2 14 4 8 5 split_gain=0.323323 0.614741 1.28991 0.371513 1.55401 1.40127 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 5882.0000000000009 4.4954850976912946 10863.500000000002 decision_type=10 8 8 10 10 10 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0030721504565104215 0.087547141594805311 -0.07927433277954421 0.074371000609802188 0.016734238017477497 -0.063991146714275193 0.064222056258139371 leaf_weight=31.155578897101805 1.1793584413826459 1.0869341015350076 1.0987737984978592 8.1081251743016747 6.5973258478916241 0.97891089681070287 leaf_count=378 4 65 61 324 361 20 internal_value=-0.000579712 0.0293606 -0.00203553 -0.00273068 -0.00680547 -0.047425 internal_weight=50.205 3.36507 2.18571 46.8399 38.7318 7.57624 internal_count=1213 130 126 1083 759 381 is_linear=0 shrinkage=0.1 Tree=355 num_leaves=7 num_cat=0 split_feature=9 15 9 8 3 9 split_gain=0.316526 0.332136 0.32686 0.566935 0.770613 0.540139 threshold=7.8464943593056891 9.0000000000000018 7.5629028176013291 6.749388396265509 21.000000000000004 6.3944237114723839 decision_type=10 8 10 10 10 10 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0025449103327717594 -0.066142661238632383 0.043515124889318101 -0.050340231838957028 0.08272395577815006 0.088037886848319369 -0.033583967355010687 leaf_weight=52.122274645749712 1.3044607568226625 0.35040375642711308 1.1910358783206896 1.3192714489996431 0.60781598836183537 4.4949126671999684 leaf_count=588 325 19 136 9 4 132 internal_value=0.000217397 -0.0429235 0.00141254 0.032933 -0.0035835 -0.000323409 internal_weight=61.3902 1.65486 59.7353 3.11812 1.79885 56.6172 internal_count=1213 344 869 149 140 720 is_linear=0 shrinkage=0.1 Tree=356 num_leaves=7 num_cat=0 split_feature=19 4 14 20 7 9 split_gain=0.103143 4.43874e-10 1.06477e-10 8.06663e-11 8.04562e-11 7.64872e-11 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 0.20344614855000001 74.175813561605239 7.0621109566188442 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075015177604416922 -0.075046808499453846 -0.075012010937547224 -0.075028491223860808 -0.07501574855193123 -0.075007948849637074 -0.075020066880773784 leaf_weight=0.070827430579811335 0.0040898942643252658 0.049824742862256244 0.0067028508201474315 0.019192807303625159 0.034552975447240897 0.015437303747603437 leaf_count=17 16 492 23 64 510 91 internal_value=-0.0220497 -0.0750144 -0.0750133 -0.075019 -0.0750119 -0.0750139 internal_weight=0.200628 0.129801 0.125711 0.0258957 0.099815 0.065262 internal_count=1213 1196 1180 87 1093 583 is_linear=0 shrinkage=0.1 Tree=357 num_leaves=7 num_cat=0 split_feature=21 21 20 19 20 0 split_gain=0.659117 0.406025 0.71742 0.640244 0.86561 0.550145 threshold=0.11311668870000001 0.32197624670000008 0.52497759330000016 0.3090768229000001 0.20344614855000001 47.407128000000007 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.083625509519598962 -0.034797306926953084 -0.064290035419407129 0.044715167255508559 0.088465580134598085 0.00078129060294031868 -0.045526309695633149 leaf_weight=0.93507400149246678 3.3461738638579845 1.5978029109537599 3.5212697498500338 1.082489065825939 42.332678251317702 2.7310144868679336 leaf_count=23 21 7 26 8 1099 29 internal_value=0.000377948 -0.00104744 0.00115547 -0.00205719 9.76058e-05 -0.00202511 internal_weight=55.5465 54.6114 51.2653 47.744 46.1462 45.0637 internal_count=1213 1190 1169 1143 1136 1128 is_linear=0 shrinkage=0.1 Tree=358 num_leaves=7 num_cat=0 split_feature=0 5 0 8 6 0 split_gain=0.359787 1.19847 0.817246 0.629171 1.51073 0.757701 threshold=0.004088500000000001 108.50000000000001 0.00013200000000000004 4.4479945522337943 84.856096117575447 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=-0.048635902476416686 -0.080596620108877803 0.035787056006388734 0.047233360042629305 -0.077010311976278834 0.04884926723403623 -0.0031155149923182499 leaf_weight=1.1586459096288297 1.9241396747529496 4.4241698067635289 3.8234413109021261 2.6416187477298072 3.0711498383316203 32.494021421240177 leaf_count=65 152 74 30 173 108 611 internal_value=-0.000548134 -0.00339793 0.0249378 8.64146e-05 -0.00404755 0.00137179 internal_weight=49.5372 44.5551 4.98209 42.631 38.2068 35.5652 internal_count=1213 1118 95 966 892 719 is_linear=0 shrinkage=0.1 Tree=359 num_leaves=7 num_cat=0 split_feature=10 6 7 0 3 8 split_gain=0.305144 0.427616 1.25376 1.25173 0.906132 0.865808 threshold=41.000000000000007 102.50410753707952 69.792058971722028 19.409948500000002 2.5000000000000004 4.9935017195219675 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -3 -6 right_child=-2 4 -4 -5 5 -7 leaf_value=0.0021135203780204906 0.049643102978479556 0.019497562641238864 0.063429174150476275 -0.078209753059220982 0.010744690916010709 -0.072632007413016494 leaf_weight=45.212916990800295 1.2218548072269175 3.4687183015048486 3.191227462491951 2.0271041207015505 1.8494052849709985 3.8139164093008731 leaf_count=539 120 40 18 35 16 445 internal_value=0.000174107 -0.000840678 0.00276487 -0.00133321 -0.0207522 -0.0454046 internal_weight=60.7851 59.5633 50.4312 47.24 9.13204 5.66332 internal_count=1213 1093 592 574 501 461 is_linear=0 shrinkage=0.1 Tree=360 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 5 split_gain=0.0993547 3.55022e-10 8.69431e-11 9.77966e-11 7.3936e-11 9.53879e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 74.175813561605239 7.0621109566188442 9545.5000000000018 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=0.075015064235098933 -0.075043424099842215 -0.075011086088806703 -0.075032710753627274 -0.075007166436084086 -0.075026434642002343 -0.075014322784143203 leaf_weight=0.069993001641705632 0.0037938266104902132 0.045977136198416702 0.0020571289642248294 0.030897126619493065 0.0084379853396967519 0.028345966515189502 leaf_count=17 16 492 11 508 32 137 internal_value=-0.0196 -0.0750133 -0.0750123 -0.075012 -0.0750138 -0.0750171 internal_weight=0.189502 0.119509 0.115715 0.113658 0.0827611 0.036784 internal_count=1213 1196 1180 1169 661 169 is_linear=0 shrinkage=0.1 Tree=361 num_leaves=7 num_cat=0 split_feature=21 21 20 19 20 0 split_gain=0.542158 0.35918 0.592224 0.578605 0.702508 0.486261 threshold=0.11311668870000001 0.32197624670000008 0.52497759330000016 0.3090768229000001 0.20344614855000001 47.407128000000007 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.07446139314305826 -0.033114367547390743 -0.062523951479846476 0.040064653045665234 0.077949990739730385 0.00078597833572371088 -0.043605354732284836 leaf_weight=0.97065361653221771 3.261030675843358 1.5220486819744108 3.6264537163078776 1.1318961046636102 41.950027786660939 2.6218102080747476 leaf_count=23 21 7 26 8 1099 29 internal_value=0.000386601 -0.000942111 0.00112102 -0.00186945 0.000150494 -0.00182521 internal_weight=55.0839 54.1133 50.8522 47.2258 45.7037 44.5718 internal_count=1213 1190 1169 1143 1136 1128 is_linear=0 shrinkage=0.1 Tree=362 num_leaves=7 num_cat=0 split_feature=0 7 3 8 6 0 split_gain=0.337662 1.17538 1.10661 0.515306 1.40137 0.621635 threshold=0.004088500000000001 51.963509695802522 1.5000000000000002 4.4479945522337943 84.856096117575447 0.084130500000000011 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.059718876369620637 -0.080184417589392043 -0.043968590847860416 0.032561133722044382 -0.076863235435384925 0.044863606694350806 -0.0026871408842502106 leaf_weight=3.2197552075376725 1.7923248999286432 1.6553434923407619 4.3686115862801662 2.4492958545451975 3.0045848887530147 32.356506409763824 leaf_count=77 154 18 74 173 110 607 internal_value=-0.000458239 0.0245117 -0.00322666 4.35327e-05 -0.00371355 0.00135318 internal_weight=48.8464 4.8751 43.9713 42.179 37.8104 35.3611 internal_count=1213 95 1118 964 890 717 is_linear=0 shrinkage=0.1 Tree=363 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.28775 1.1303 1.38125 0.567029 0.817883 0.829894 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.86261934210000013 0.73806720815000004 0.60557055170000018 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=0.0036404767424886002 -0.039258824550329405 0.077671548042274233 -0.10983101550808452 -0.046427390473229468 0.062165678923440985 -0.052579934934235101 leaf_weight=47.805182929638249 1.80357490107417 1.8753990419208992 1.1475546732544888 2.4095432683825484 2.2503478638827792 2.7782271802425376 leaf_count=1162 10 6 9 7 7 12 internal_value=7.99415e-05 0.00129763 -0.00124234 0.00101334 0.00317693 0.000552645 internal_weight=60.0698 58.2663 56.3909 55.2433 52.8338 50.5834 internal_count=1213 1203 1197 1188 1181 1174 is_linear=0 shrinkage=0.1 Tree=364 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 5 split_gain=0.0944735 2.7922e-10 6.96575e-11 7.80078e-11 5.90826e-11 9.39425e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 74.175813561605239 7.910724502427068 4677.0000000000009 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=0.075014714719334838 -0.075040071697511868 -0.075010370063124665 -0.075030329047109268 -0.075006572178313913 -0.07503016354298786 -0.075013915245745341 leaf_weight=0.067736971424892545 0.0035044612413912537 0.044841817340966372 0.0019064903317484996 0.028461068379783683 0.0040860099688870824 0.027553496896871366 leaf_count=17 16 512 11 508 9 140 internal_value=-0.0179493 -0.0750123 -0.0750114 -0.075011 -0.0750127 -0.075016 internal_weight=0.17809 0.110353 0.106849 0.104942 0.0764813 0.0316395 internal_count=1213 1196 1180 1169 661 149 is_linear=0 shrinkage=0.1 Tree=365 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 20 split_gain=0.444786 0.348565 0.688709 0.489736 0.490307 0.494953 threshold=0.11311668870000001 0.79701102020000014 0.63319291535000011 0.18647970780000003 0.26125607545000001 0.62523871355000005 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=0.066476077588415075 0.064031071781993826 0.050057868121145467 -0.054795300067363731 -0.060477408874929708 0.045447102148721073 -0.001719206708456473 leaf_weight=1.0021226656390352 1.1828378438949583 1.3165694773197163 2.3629785291850558 1.3516931012272833 2.3398619219660759 45.261641212273389 leaf_count=23 8 12 13 7 18 1132 internal_value=0.000466255 -0.000762942 -0.00203743 0.000449124 -0.00108718 0.000599263 internal_weight=54.8177 53.8156 52.499 50.136 48.9532 47.6015 internal_count=1213 1190 1178 1165 1157 1150 is_linear=0 shrinkage=0.1 Tree=366 num_leaves=7 num_cat=0 split_feature=5 0 5 4 4 8 split_gain=0.311311 0.504601 0.957721 0.465532 0.676951 1.00495 threshold=59.000000000000007 0.004088500000000001 108.50000000000001 126.00000000000001 168.50000000000003 4.4479945522337943 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=-0.076232744572075295 0.032863077876578904 -0.080176955962825661 0.087901386600386461 -0.082253475497682929 0.059053953677503795 -0.0035306347289959573 leaf_weight=0.53611321444623072 4.3505420582368961 1.5450660337228317 0.59388622641563316 1.0070019476115692 2.7544517247006288 37.445228559663519 leaf_count=118 32 97 2 29 43 892 internal_value=-0.000455007 0.000396748 -0.00286185 -4.07045e-06 -0.001271 0.000757614 internal_weight=48.2323 47.6962 43.3456 41.8006 41.2067 40.1997 internal_count=1213 1095 1063 966 964 935 is_linear=0 shrinkage=0.1 Tree=367 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.269038 0.767623 0.664655 0.43411 1.44035 1.31606 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.021386203819434443 0.064035026021395977 -0.055296108213175002 0.02901758362769586 -0.089820268040690501 0.0048741364724258435 -0.12796803421222522 leaf_weight=5.356699022144312 1.930238217115402 2.1001205146312714 5.3615267835557461 1.7577598839998243 42.288527837343281 0.7591545470058908 leaf_count=38 6 12 22 8 1124 3 internal_value=-6.99306e-06 0.00210606 -0.000180991 0.00212627 -0.00109161 0.00253144 internal_weight=59.554 54.1973 52.2671 50.167 44.8054 43.0477 internal_count=1213 1175 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=368 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 3 split_gain=0.0898707 2.22433e-10 5.69412e-11 4.24193e-11 4.49209e-11 8.00547e-11 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 74.175813561605239 7.910724502427068 22.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075014274778871709 -0.075037143645522095 -0.075009546563445301 -0.075015227270115115 -0.075006100436540754 -0.07502362699608657 -0.075005022350553605 leaf_weight=0.065543860895559192 0.0032501107234565998 0.041361239088473667 0.02065215764741879 0.026827032311075527 0.0064846786626731046 0.0035950420824519824 leaf_count=17 16 512 87 510 20 51 internal_value=-0.0163803 -0.0750114 -0.0750106 -0.0750093 -0.075011 -0.075017 internal_weight=0.167714 0.10217 0.0989201 0.078268 0.051441 0.0100797 internal_count=1213 1196 1180 1093 583 71 is_linear=0 shrinkage=0.1 Tree=369 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 19 split_gain=0.365905 0.337607 0.593309 0.807223 0.952935 0.615934 threshold=0.11311668870000001 0.32197624670000008 0.41913016440000006 0.18073278480000002 0.60557055170000018 0.86261934210000013 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=0.059556185673783735 -0.032135369872404188 0.076389700519328946 -0.069887304307845718 0.05323866861111376 -0.062719457181601476 0.00050930452083569556 leaf_weight=1.0291665781405752 3.200416561216116 1.0323097370564935 1.6085618436336515 3.3901415206491947 1.5981036052107809 42.856255435617641 leaf_count=23 21 9 7 23 9 1121 internal_value=0.000492877 -0.000639377 0.00135725 -0.000209021 0.00213361 -0.00176373 internal_weight=54.715 53.6858 50.4854 49.4531 47.8445 44.4544 internal_count=1213 1190 1169 1160 1153 1130 is_linear=0 shrinkage=0.1 Tree=370 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 21 split_gain=0.30851 0.385789 0.8765 0.775533 0.893047 0.794757 threshold=0.89041469205000012 0.39953208990000005 0.4731715009000001 0.60557055170000018 0.68175770400000013 0.15137254730000002 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=-0.028352710343738343 0.04118448198803859 0.062033845953625093 -0.051098286798201012 0.056650683391037307 0.079261439838611891 -0.0058642598639941264 leaf_weight=5.025748666288564 1.6992528662085522 2.2253787219524384 3.0273009687662125 2.7237478718161583 1.1359255835413931 31.811958359903656 leaf_count=42 7 6 12 9 3 1134 internal_value=-0.000658313 -0.00220568 0.00100533 -0.00250411 0.00161988 -0.00292943 internal_weight=47.6493 45.9501 40.9243 38.6989 35.6716 32.9479 internal_count=1213 1206 1164 1158 1146 1137 is_linear=0 shrinkage=0.1 Tree=371 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 21 split_gain=0.260416 1.03129 1.28361 0.421742 0.742419 0.395357 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.86261934210000013 0.76768386320000015 0.21861127385000004 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=-0.040828291055468785 -0.037700468206801507 0.075342157422089051 -0.10814268979699063 -0.040236736667213419 0.072533450260070256 0.0027185985377791745 leaf_weight=2.1784845589208999 1.766240932047366 1.8207229487597931 1.0989599563181389 2.3705390989780417 1.4870736524462689 48.505507294459676 leaf_count=28 10 6 9 7 5 1148 internal_value=0.000120681 0.00128322 -0.0011402 0.00101579 0.00289022 0.000846879 internal_weight=59.2275 57.4613 55.6406 54.5416 52.1711 50.684 internal_count=1213 1203 1197 1188 1181 1176 is_linear=0 shrinkage=0.1 Tree=372 num_leaves=7 num_cat=0 split_feature=19 4 14 7 6 3 split_gain=0.0844516 1.76871e-10 4.48951e-11 4.85571e-11 3.53209e-11 3.42124e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 74.175813561605239 92.018638466622647 22.500000000000004 decision_type=8 8 10 10 8 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075013628811613511 -0.075034394074945235 -0.075008672124340453 -0.075026150331082481 -0.075005665289616774 -0.075014553917965007 -0.075004372644008041 leaf_weight=0.062178078689612448 0.0030100456697255131 0.034356149560153426 0.0016409580784966229 0.024531609845098501 0.027330563571013045 0.0037538170327024991 leaf_count=17 16 476 11 508 128 57 internal_value=-0.0155198 -0.0750105 -0.0750098 -0.0750095 -0.0750109 -0.0750133 internal_weight=0.156801 0.0946231 0.0916131 0.0899721 0.0654405 0.0310844 internal_count=1213 1196 1180 1169 661 185 is_linear=0 shrinkage=0.1 Tree=373 num_leaves=7 num_cat=0 split_feature=21 21 20 19 20 8 split_gain=0.349434 0.290564 0.529918 0.557268 0.714192 0.38432 threshold=0.11311668870000001 0.32197624670000008 0.52497759330000016 0.3090768229000001 0.18647970780000003 7.2680146144134401 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.058239614724859813 -0.030232821250980587 -0.061912161333919961 0.03804214595992237 0.094853832738860416 0.0019925465572661412 -0.027707913080092933 leaf_weight=1.0306062746094538 3.1058704946190119 1.4823076315224168 3.6385041996836653 0.78658084571361542 39.645696780993603 4.8946795535739502 leaf_count=23 21 7 26 6 1038 92 internal_value=0.000563373 -0.000546571 0.0012811 -0.00157636 0.000396778 -0.00127133 internal_weight=54.5842 53.5536 50.4478 46.8093 45.327 44.5404 internal_count=1213 1190 1169 1143 1136 1130 is_linear=0 shrinkage=0.1 Tree=374 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 21 split_gain=0.299556 0.427301 1.43401 1.15656 0.98218 1.70934 threshold=0.15581312665000005 0.44432163585000006 0.4919716118500001 0.21861127385000004 0.80522880530000018 0.57223969770000005 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=-0.039508562050217785 0.024131359416978561 -0.099480038203054164 0.060805407240302145 -0.007034402446492987 -0.094936237567162907 0.088138085220566945 leaf_weight=1.9018935998901723 6.7912139371037483 1.48349092900753 2.9546981230378151 30.952648976584896 1.1578836664557446 2.009672161191701 leaf_count=26 24 6 8 1136 6 7 internal_value=-0.000628675 0.00100189 -0.00307186 0.000785754 -0.00441175 -0.00123185 internal_weight=47.2515 45.3496 38.5584 37.0749 34.1202 32.9623 internal_count=1213 1187 1163 1157 1149 1143 is_linear=0 shrinkage=0.1 Tree=375 num_leaves=7 num_cat=0 split_feature=4 4 0 8 0 0 split_gain=0.265019 1.06817 0.301143 1.52557 1.11573 2.60463 threshold=4353.5000000000009 23996.500000000004 7.6228285000000016 4.4954850976912946 0.15951900000000005 0.18986150000000004 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=-0.0026679489046680539 -0.074824259252697756 0.044765256285737298 -0.060187503379194929 0.028693777859892633 0.19584914943669174 0.018144131028613088 leaf_weight=39.18303339209524 1.9173330221237841 1.223481894645374 3.9472818262875071 3.7808128506876528 0.92094258149154207 7.9003706711810091 leaf_count=429 317 80 58 59 29 241 internal_value=2.35773e-05 -0.028239 0.00161632 -0.0167041 0.00456569 0.0366965 internal_weight=58.8733 3.14081 55.7324 7.72809 48.0043 8.82131 internal_count=1213 397 816 117 699 270 is_linear=0 shrinkage=0.1 Tree=376 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 5 split_gain=0.0793243 1.41963e-10 3.68798e-11 3.87909e-11 2.94798e-11 5.38731e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 74.175813561605239 7.910724502427068 4677.0000000000009 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=0.07501299588766909 -0.075031966104847928 -0.075008254065908622 -0.075024488596704644 -0.075005260068885457 -0.075024596722830128 -0.075010919745420887 leaf_weight=0.058998247142881155 0.0027962559870502437 0.035503782592058997 0.0015225271490635342 0.022719541470905824 0.0033213033821084528 0.0216750175186462 leaf_count=17 16 512 11 508 9 140 internal_value=-0.014608 -0.0750098 -0.0750091 -0.0750088 -0.0750101 -0.0750127 internal_weight=0.146537 0.0875384 0.0847422 0.0832196 0.0605001 0.0249963 internal_count=1213 1196 1180 1169 661 149 is_linear=0 shrinkage=0.1 Tree=377 num_leaves=7 num_cat=0 split_feature=0 5 4 0 5 3 split_gain=0.332417 1.05807 1.63603 1.77855 1.42074 0.893145 threshold=0.044599000000000007 505.00000000000006 156.00000000000003 3.9500000000000005e-05 3159.5000000000005 3.5000000000000004 decision_type=8 10 10 10 8 8 left_child=1 2 3 -1 -3 -2 right_child=5 4 -4 -5 -6 -7 leaf_value=0.081292997680941281 0.0243984236702171 0.087493118478102927 -0.096011208500535183 -0.036287155553667065 -0.069988567331444818 -0.0059082216999706699 leaf_weight=1.7959821540862302 15.04892943613231 1.91355796996504 2.6909076976589859 4.5346126034855843 0.81765057251323003 27.481469339923933 leaf_count=55 223 131 26 52 22 704 internal_value=0.000701798 -0.0141846 -0.0306939 -0.00292981 0.0403473 0.00481546 internal_weight=54.2831 11.7527 9.0215 6.33059 2.73121 42.5304 internal_count=1213 286 133 107 153 927 is_linear=0 shrinkage=0.1 Tree=378 num_leaves=7 num_cat=0 split_feature=7 2 14 4 8 5 split_gain=0.284045 0.499857 1.14895 0.304338 1.23442 1.27018 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 5882.0000000000009 4.4954850976912946 10863.500000000002 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0022690802466810976 0.083996804188618171 -0.078898786586949973 0.073168276732772153 0.015313198904048538 -0.062307100359732318 0.063681915789755447 leaf_weight=29.303114744543564 1.0662932321429246 0.96821129019372132 1.0205889130011201 7.6649367734789839 5.8526317026116876 0.9269348855013958 leaf_count=378 4 65 61 324 361 20 internal_value=-0.000724668 0.028755 -0.000862814 -0.00278337 -0.00662757 -0.0450813 internal_weight=46.8027 3.05509 1.9888 43.7476 36.0827 6.77957 internal_count=1213 130 126 1083 759 381 is_linear=0 shrinkage=0.1 Tree=379 num_leaves=7 num_cat=0 split_feature=8 5 2 5 4 0 split_gain=0.293146 0.940361 0.859415 1.79544 1.10785 1.29082 threshold=5.6744042622234678 247.00000000000003 6.5000000000000009 569.50000000000011 395.00000000000006 0.27086550000000004 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=0.0043415228089492587 0.035701099006253394 -0.039976152150402011 0.03810054470681129 -0.093542733185226837 0.063074116711206177 -0.053977827396187242 leaf_weight=35.252032671123743 2.3187054507434359 5.6258307517382491 6.0602648298081467 2.045817317441105 2.807499094051308 4.2531552352011195 leaf_count=287 20 605 160 36 35 70 internal_value=-3.49318e-05 -0.0178889 0.00277833 -0.0020474 0.0023764 -0.00193718 internal_weight=58.3633 7.94454 50.4188 44.3585 42.3127 39.5052 internal_count=1213 625 588 428 392 357 is_linear=0 shrinkage=0.1 Tree=380 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 5 split_gain=0.0721068 1.16742e-10 3.12543e-11 3.09342e-11 2.25344e-11 4.10062e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 74.175813561605239 7.910724502427068 4677.0000000000009 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=0.075011715677305191 -0.075030034221035241 -0.075007679196546842 -0.075023026685607022 -0.075004855500314854 -0.07502256207418212 -0.07501011718620311 leaf_weight=0.053196689346805215 0.0025805049135669824 0.032612114153835137 0.001437003076716791 0.020849181281391793 0.0030511548247886813 0.020022912021886441 leaf_count=17 16 512 11 508 9 140 internal_value=-0.0153408 -0.0750091 -0.0750084 -0.0750081 -0.0750094 -0.0750118 internal_weight=0.13375 0.0805529 0.0779724 0.0765354 0.0556862 0.0230741 internal_count=1213 1196 1180 1169 661 149 is_linear=0 shrinkage=0.1 Tree=381 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 20 split_gain=0.324131 0.313474 0.540406 0.348954 0.436589 1.26415 threshold=0.11311668870000001 0.79701102020000014 0.63319291535000011 0.18647970780000003 0.44432163585000006 0.62523871355000005 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=0.056055074868156335 0.053840156321576897 0.047330923509864731 -0.050835902572583025 -0.042822758075625855 0.09906025669942195 -0.0015515732023318029 leaf_weight=1.035460314247757 1.1946012303233144 1.3382140547037114 2.1441176794469348 2.3589109964668751 1.2853165715932844 43.987745342543349 leaf_count=23 8 12 13 13 12 1132 internal_value=0.000651607 -0.00044511 -0.00169945 0.000458276 -0.000880532 0.00130483 internal_weight=53.3444 52.3089 50.9707 48.8266 47.632 45.2731 internal_count=1213 1190 1178 1165 1157 1144 is_linear=0 shrinkage=0.1 Tree=382 num_leaves=7 num_cat=0 split_feature=0 7 5 4 4 4 split_gain=0.299271 1.01976 0.92711 0.436975 0.623524 0.869703 threshold=0.004088500000000001 48.913753766648341 108.50000000000001 126.00000000000001 168.50000000000003 192.00000000000003 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=0.057592813219523024 -0.079401261674661563 -0.041940317178994498 0.087007515521311973 -0.081773716327975449 0.11368216861295884 -0.0017586721594944231 leaf_weight=3.0072236614068961 1.5465827103471372 1.5650638607330618 0.56271129846572776 0.95000005513429542 0.66408580169081588 37.757326999213547 leaf_count=77 152 18 2 29 2 933 internal_value=-0.000757353 0.0235233 -0.00343373 -0.000491634 -0.00174221 0.000236638 internal_weight=46.053 4.57229 41.4807 39.9341 39.3714 38.4214 internal_count=1213 95 1118 966 964 935 is_linear=0 shrinkage=0.1 Tree=383 num_leaves=7 num_cat=0 split_feature=6 7 0 0 0 5 split_gain=0.289991 0.946562 0.997171 0.768373 1.7069 1.63095 threshold=102.50410753707952 69.792058971722028 19.409948500000002 0.030394000000000001 0.044599000000000007 59.000000000000007 decision_type=10 10 10 8 8 10 left_child=1 2 3 5 -5 -1 right_child=-2 -3 -4 4 -6 -7 leaf_value=0.01380017789475943 -0.016173992423249579 0.056809948467467043 -0.075547005998149758 0.076471108052039424 0.0013985447105543951 -0.083666219146682583 leaf_weight=4.0170659869909278 9.2533470672569802 3.0777964078006326 1.7040200158953656 3.3350572865456334 32.962522557470948 2.9982583548990078 leaf_count=63 606 30 35 44 351 84 internal_value=3.78505e-05 0.00315698 -0.000511257 0.00244081 0.00829629 -0.0278557 internal_weight=57.3481 48.0947 45.0169 43.3129 36.2976 7.01532 internal_count=1213 607 577 542 395 147 is_linear=0 shrinkage=0.1 Tree=384 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 5 split_gain=0.0679077 8.93832e-11 2.56706e-11 2.41773e-11 1.88372e-11 3.31281e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 74.175813561605239 7.910724502427068 4677.0000000000009 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=0.075011279459597291 -0.075027502053945955 -0.075007027390500927 -0.075021584476045733 -0.075004497952701144 -0.07502097072363266 -0.075009369844426355 leaf_weight=0.050666571478359401 0.0023695296549703917 0.030104015700089803 0.001319403985689859 0.019400100802386078 0.0028377857670420772 0.01856817162479274 leaf_count=17 16 512 11 508 9 140 internal_value=-0.0143295 -0.0750084 -0.0750078 -0.0750075 -0.0750086 -0.0750109 internal_weight=0.125266 0.074599 0.0722295 0.0709101 0.05151 0.021406 internal_count=1213 1196 1180 1169 661 149 is_linear=0 shrinkage=0.1 Tree=385 num_leaves=7 num_cat=0 split_feature=4 5 4 3 5 0 split_gain=0.285499 1.34975 0.689564 1.55 1.24347 0.287027 threshold=126.00000000000001 63.000000000000007 149.00000000000003 1.0000000180025095e-35 76.000000000000014 0.03899650000000001 decision_type=8 10 8 8 8 8 left_child=1 -1 -2 -4 -5 -6 right_child=2 -3 3 4 5 -7 leaf_value=0.033256117833777001 0.080423574105485465 -0.06427857330514862 -0.081592087231669178 0.075699476734378379 -0.021518965291520697 0.0044493122997448882 leaf_weight=2.583664968609809 1.1323335655033577 3.147117592394352 2.1442300863564006 2.3849397413432589 4.8098537338664746 36.986730870441534 leaf_count=37 39 31 19 49 183 855 internal_value=0.000777337 -0.0203061 0.00332325 0.0014387 0.00546837 0.00146094 internal_weight=53.1889 5.73078 47.4581 46.3258 44.1815 41.7966 internal_count=1213 68 1145 1106 1087 1038 is_linear=0 shrinkage=0.1 Tree=386 num_leaves=7 num_cat=0 split_feature=0 4 3 3 9 6 split_gain=0.298481 0.707111 0.752764 0.787326 0.666309 0.585904 threshold=60.179807500000003 65648.500000000015 71.500000000000014 14.500000000000002 7.9538437412311724 121.67926809603533 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=0.00021546289081897938 0.055193033522917684 -0.089677715628034949 0.078179933145342939 -0.054677923447369825 0.058584061872335093 -0.075022759285918561 leaf_weight=36.77666724548908 0.9261123538017263 0.90456067933700879 1.187393094296566 2.7121153144398695 1.9133131131529797 1.0649942944874045 leaf_count=870 14 23 42 121 55 88 internal_value=-0.000997065 -0.00216492 -0.000351571 -0.00254734 0.00100905 -0.001902 internal_weight=45.4852 44.559 43.6545 42.4671 39.755 37.8417 internal_count=1213 1199 1176 1134 1013 958 is_linear=0 shrinkage=0.1 Tree=387 num_leaves=7 num_cat=0 split_feature=6 7 0 0 0 0 split_gain=0.265563 0.795214 0.798365 0.718585 1.61352 1.24103 threshold=102.50410753707952 69.792058971722028 16.746952500000003 0.18645300000000004 0.06754300000000002 0.28090050000000005 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.0016374720458961702 -0.015440390772732335 0.052865335018487017 -0.068646546739450698 0.11852677300463713 -0.082802992048071025 0.012426218319289565 leaf_weight=31.310521038118168 9.2181437218969204 3.0085221783956504 1.6437314115464676 1.2742355528753222 2.4392379419878116 8.1760776485316455 leaf_count=305 606 30 36 16 91 129 internal_value=0.000101646 0.00309562 -0.000243374 0.00235932 -0.0044654 0.0267323 internal_weight=57.0705 47.8523 44.8438 43.2001 33.7498 9.45031 internal_count=1213 607 577 541 396 145 is_linear=0 shrinkage=0.1 Tree=388 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 5 split_gain=0.0625734 6.95291e-11 2.11939e-11 1.88347e-11 1.43319e-11 2.37291e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 74.175813561605239 7.910724502427068 4677.0000000000009 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=0.075010459871626051 -0.075025349285191681 -0.075006516825268099 -0.075020316077485272 -0.075004183885638967 -0.075019005183101728 -0.075008698095586843 leaf_weight=0.04666575463488698 0.0021735311820521011 0.027736216853099904 0.001204981868795584 0.018052748667287233 0.0025703541759867212 0.017049858215614222 leaf_count=17 16 512 11 508 9 140 internal_value=-0.0143711 -0.0750077 -0.0750072 -0.0750069 -0.075008 -0.07501 internal_weight=0.115453 0.0687877 0.0666142 0.0654092 0.0473564 0.0196202 internal_count=1213 1196 1180 1169 661 149 is_linear=0 shrinkage=0.1 Tree=389 num_leaves=7 num_cat=0 split_feature=15 16 10 16 3 0 split_gain=0.276908 0.683149 0.409263 0.885144 0.419458 0.288832 threshold=4.5000000000000009 2.0000000000000004 30.500000000000004 1.0000000180025095e-35 37.000000000000007 0.044599000000000007 decision_type=10 8 10 10 8 8 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.013816850765571249 -0.056564561780745051 0.071478919342555097 -0.059942145859916918 0.084851152033256633 -0.065072510449152826 0.0050828338388910653 leaf_weight=10.392733395216053 2.0918580378638576 0.52032058953773219 1.0331409613136191 1.7750383293605396 0.20854046940803539 36.431766468565911 leaf_count=199 97 93 59 186 4 575 internal_value=0.000678008 -0.0310595 0.00234137 0.00365975 0.0690892 0.000888034 internal_weight=52.4534 2.61218 49.8412 48.8081 1.98358 46.8245 internal_count=1213 190 1023 964 190 774 is_linear=0 shrinkage=0.1 Tree=390 num_leaves=7 num_cat=0 split_feature=7 2 14 20 20 20 split_gain=0.296257 0.418298 1.03604 0.301151 1.15148 0.461199 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 0.090231592850000014 0.15581312665000005 0.44432163585000006 decision_type=10 10 10 8 8 8 left_child=3 -2 -3 -1 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.057051893780253972 0.082125023867383073 -0.078411167728314302 0.072091162983585075 -0.10763844062383006 0.022326325736992138 -0.0063280662048822546 leaf_weight=0.81779024234856479 1.0064225196838372 0.85689468798227586 0.98107775289099663 1.0494845435023306 6.7443688213825226 33.604046972293872 leaf_count=20 4 65 61 6 24 1033 internal_value=-0.00093632 0.0303015 0.00192436 -0.00304105 -0.00422815 -0.00153839 internal_weight=45.0601 2.84439 1.83797 42.2157 41.3979 40.3484 internal_count=1213 130 126 1083 1063 1057 is_linear=0 shrinkage=0.1 Tree=391 num_leaves=7 num_cat=0 split_feature=4 0 0 4 3 4 split_gain=0.250397 0.458763 3.02037 2.0422 2.27816 0.935556 threshold=109.00000000000001 0.030394000000000001 0.034740000000000007 163.00000000000003 2.5000000000000004 115.00000000000001 decision_type=8 8 8 10 10 8 left_child=-1 3 -3 -2 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.041430171138276663 -0.086935497791018931 0.22047753005819831 0.058930403120441226 0.074499041023845303 -0.084123465069713715 -0.0036470654881329335 leaf_weight=1.4319187961518753 3.0224707797169676 0.6278454188577588 2.5238119214773169 2.7131062634289265 1.358940783604339 44.758901053002774 leaf_count=16 63 7 31 12 146 938 internal_value=0.00014682 -0.000927888 0.00258641 -0.0246606 0.0215629 -0.000306865 internal_weight=56.437 55.0051 47.9106 7.09452 4.07205 47.2827 internal_count=1213 1197 976 221 158 969 is_linear=0 shrinkage=0.1 Tree=392 num_leaves=7 num_cat=0 split_feature=19 4 11 7 9 3 split_gain=0.0594332 4.97108e-11 1.234e-11 1.06015e-11 1.11878e-11 1.94821e-11 threshold=1.0000000180025095e-35 109.00000000000001 17.500000000000004 74.175813561605239 7.910724502427068 22.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075010310124872248 -0.075022798091367485 -0.075006001096208044 -0.075009238020032981 -0.075003727511575205 -0.075014828098807079 -0.075003103787052397 leaf_weight=0.04520919022615999 0.0019706271177710724 0.025638858016009181 0.01428970550023223 0.015374179384252784 0.004050331112011917 0.002180197212510393 leaf_count=17 16 512 129 468 20 51 internal_value=-0.0126212 -0.0750072 -0.0750067 -0.0750059 -0.0750069 -0.0750107 internal_weight=0.108713 0.0635039 0.0615333 0.0472436 0.0318694 0.00623053 internal_count=1213 1196 1180 1051 583 71 is_linear=0 shrinkage=0.1 Tree=393 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 19 split_gain=0.269587 0.267905 0.526134 0.702849 0.692281 0.497928 threshold=0.11311668870000001 0.32197624670000008 0.41913016440000006 0.18073278480000002 0.60557055170000018 0.86261934210000013 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=0.050932367808815243 -0.029121772444578111 0.071452197850604332 -0.067611447459968471 0.04505928327759836 -0.059179879697026185 0.00069448257607713398 leaf_weight=1.0494246122543698 3.0275317635387182 1.0531029291450975 1.4895686283707616 3.4795976355671883 1.4382163509726522 40.541924882272724 leaf_count=23 21 9 7 23 9 1121 internal_value=0.000761292 -0.000270471 0.00154919 -1.87761e-05 0.00219602 -0.00135678 internal_weight=52.0794 51.0299 48.0024 46.9493 45.4597 41.9801 internal_count=1213 1190 1169 1160 1153 1130 is_linear=0 shrinkage=0.1 Tree=394 num_leaves=7 num_cat=0 split_feature=0 4 3 3 0 0 split_gain=0.272276 0.64158 0.694518 0.68382 0.634783 0.507218 threshold=60.179807500000003 65648.500000000015 71.500000000000014 14.500000000000002 19.409948500000002 30.053426000000005 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=-0.0032419847597831113 0.054680427086180872 -0.088340231381267662 0.077910283862613144 -0.052251268681823781 0.078280909838226234 0.0033673496912383829 leaf_weight=35.414527141780127 0.86124398373067279 0.84587829140946169 1.1035015625238873 2.5875783820520146 1.8039314104244106 1.8112948378548024 leaf_count=949 14 23 42 121 24 40 internal_value=-0.000998532 -0.00209922 -0.000391632 -0.00246784 0.00083268 0.0407478 internal_weight=44.428 43.5667 42.7208 41.6173 39.0298 3.61523 internal_count=1213 1199 1176 1134 1013 64 is_linear=0 shrinkage=0.1 Tree=395 num_leaves=7 num_cat=0 split_feature=4 4 8 9 4 8 split_gain=0.2349 0.900139 0.265989 1.25877 0.917179 0.86156 threshold=23996.500000000004 4353.5000000000009 5.2952081004271827 6.1133699641305155 1030.5000000000002 6.6973024233432117 decision_type=10 10 10 8 10 10 left_child=1 2 -1 -4 -5 -6 right_child=-2 -3 3 4 5 -7 leaf_value=-0.0020502129711887983 0.044536768427796726 -0.073778150509477988 0.05050834841606705 -0.074407437496663759 -0.033803012893568116 0.07051354809872816 leaf_weight=42.867113155240077 1.1652825338678656 1.6411454057615618 5.192828384228048 1.902769802651165 1.7541944329204855 1.4430253119389815 leaf_count=434 80 317 68 61 211 42 internal_value=0.000108767 -0.000835944 0.00141592 0.0158515 -0.0194362 0.013279 internal_weight=55.9664 54.8011 53.1599 10.2928 5.09999 3.19722 internal_count=1213 1133 816 382 314 253 is_linear=0 shrinkage=0.1 Tree=396 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 5 split_gain=0.056165 3.98331e-11 1.77995e-11 1.17186e-11 9.54589e-12 1.49271e-11 threshold=1.0000000180025095e-35 109.00000000000001 4.5000000000000009 74.175813561605239 7.910724502427068 4677.0000000000009 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=0.075010011712064173 -0.075021180105486598 -0.075005547778148801 -0.075019086926770145 -0.075003607975329831 -0.075016324287407676 -0.075007507526018077 leaf_weight=0.043445373186841607 0.001830552937462925 0.023531856164936471 0.0010508284976822315 0.015446074217152272 0.0022116812360764007 0.014573058999303612 leaf_count=17 16 512 11 508 9 140 internal_value=-0.0111653 -0.0750067 -0.0750062 -0.075006 -0.0750068 -0.0750087 internal_weight=0.102089 0.0586441 0.0568135 0.0557627 0.0403166 0.0167847 internal_count=1213 1196 1180 1169 661 149 is_linear=0 shrinkage=0.1 Tree=397 num_leaves=7 num_cat=0 split_feature=15 16 4 4 7 9 split_gain=0.271607 0.615959 0.256738 0.410059 0.250276 1.20593 threshold=4.5000000000000009 2.0000000000000004 5002.0000000000009 10066.000000000002 73.565496186226582 7.0621109566188442 decision_type=10 10 10 10 10 10 left_child=4 2 -2 -4 5 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0029746463069587397 -0.078997807955666161 0.070805101706318638 0.090931311761942649 -0.075619670409113396 0.016857561215818457 -0.073542342262843827 leaf_weight=37.416945462697186 1.4151088083162902 0.47506612224970002 0.26832887530326832 0.32917307107709348 9.4721745005808753 2.1797016998752943 leaf_count=591 47 93 4 46 403 29 internal_value=0.000621332 -0.0316142 -0.0557897 -0.000824202 0.0022556 -0.00123743 internal_weight=51.5565 2.48768 2.01261 0.597502 49.0688 39.5966 internal_count=1213 190 97 50 1023 620 is_linear=0 shrinkage=0.1 Tree=398 num_leaves=7 num_cat=0 split_feature=20 20 21 21 20 19 split_gain=0.242318 1.07125 0.39669 0.929958 1.17493 1.77678 threshold=0.090231592850000014 0.15581312665000005 0.21861127385000004 0.34062051785000008 0.44432163585000006 0.54914982370000009 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=0.05329143334587641 -0.10428344636965559 0.029228517503331847 -0.061105646000892237 0.047510234392506019 -0.075722225811974991 0.0025633265712766639 leaf_weight=0.81077918777009472 0.99810312688350677 4.324130192399025 2.5465142205357552 4.790037639439106 3.2442006580531597 27.257723582559269 leaf_count=20 6 14 11 15 18 1129 internal_value=-0.000871209 -0.00188866 0.000535301 -0.00274372 0.00146742 -0.00576317 internal_weight=43.9715 43.1607 42.1626 37.8385 35.292 30.5019 internal_count=1213 1193 1187 1173 1162 1147 is_linear=0 shrinkage=0.1 Tree=399 num_leaves=7 num_cat=0 split_feature=10 0 9 6 11 6 split_gain=0.243333 0.379107 0.353808 1.09367 0.911211 0.546071 threshold=41.000000000000007 1.4112660000000001 6.3944237114723839 126.74210505690918 10.500000000000002 81.715793397816114 decision_type=10 10 10 10 10 10 left_child=2 -2 5 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=-0.0024573396548216403 -0.076067963822654044 0.076766374227162815 -0.083689126406825715 0.045671331839889223 0.002320497453524958 0.026609723071961851 leaf_weight=39.900592792488169 0.20038899604696669 0.85389055777341127 2.8130107428078182 1.757422885733831 2.19126234142459 7.7124674723017952 leaf_count=438 76 44 296 59 150 150 internal_value=0.000133765 0.0477168 -0.00078883 -0.0221941 -0.0460274 0.00225101 internal_weight=55.429 1.05428 54.3748 6.7617 5.00427 47.6131 internal_count=1213 120 1093 505 446 588 is_linear=0 shrinkage=0.1 Tree=400 num_leaves=7 num_cat=0 split_feature=19 4 14 20 7 9 split_gain=0.0533769 3.21093e-11 8.93505e-12 9.52126e-12 6.52723e-12 7.48864e-12 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 0.18647970780000003 74.175813561605239 7.910724502427068 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.07500989492535784 -0.075019678716739396 -0.075005130716323865 -0.075013755155925912 -0.075006673892587861 -0.075003302228601992 -0.075009346671905203 leaf_weight=0.042363378684967756 0.0016994286415865636 0.021690673652756232 0.0024373454325541397 0.0085930235145497136 0.014239234834462877 0.0052288342249084954 leaf_count=17 16 512 20 67 510 71 internal_value=-0.00897956 -0.0750062 -0.0750057 -0.0750082 -0.075005 -0.0750059 internal_weight=0.0962519 0.0538885 0.0521891 0.0110304 0.0411587 0.0269195 internal_count=1213 1196 1180 87 1093 583 is_linear=0 shrinkage=0.1 Tree=401 num_leaves=7 num_cat=0 split_feature=10 13 2 7 0 9 split_gain=0.262986 0.657246 0.329734 0.793318 1.62959 0.696179 threshold=30.500000000000004 49191.500000000007 9.5000000000000018 73.680368283335497 2.7156310000000006 7.9977884217092452 decision_type=10 10 10 10 10 8 left_child=2 -2 -1 4 -4 -5 right_child=1 -3 3 5 -6 -7 leaf_value=-0.0014173025306693254 0.056217520429722737 -0.07191473660371446 0.078317495825905414 0.058363329009770107 -0.080253363117473331 -0.078349227028011739 leaf_weight=41.576116428419482 0.56055319448932905 1.4005021332995964 1.0344901378266507 4.2825859233853407 1.7350610587745903 0.40796399605460454 leaf_count=597 115 99 88 274 32 8 internal_value=0.000620165 -0.0352891 0.00205625 0.0214148 -0.0210236 0.0464727 internal_weight=50.9973 1.96106 49.0362 7.4601 2.76955 4.69055 internal_count=1213 214 999 402 120 282 is_linear=0 shrinkage=0.1 Tree=402 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.273274 0.457862 0.288623 0.910868 0.369392 0.576044 threshold=59.000000000000007 63.000000000000007 0.0012590000000000001 108.50000000000001 126.00000000000001 168.50000000000003 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=-0.076181194272058439 0.087598304798494994 0.035417453437726995 -0.079246572338448493 0.085277550683433942 -0.081259785768308168 0.00064433803771114112 leaf_weight=0.47626161057269101 0.58832460641860862 2.0449532960192291 1.5116672951262433 0.49996212124824424 0.87890890426933665 37.355833629670087 leaf_count=118 2 21 100 2 29 941 internal_value=-0.000849434 -1.27285e-05 -0.00123151 -0.00309367 -0.000121716 -0.00123841 internal_weight=43.3559 42.8796 42.2913 40.2464 38.7347 38.2347 internal_count=1213 1095 1093 1072 972 970 is_linear=0 shrinkage=0.1 Tree=403 num_leaves=7 num_cat=0 split_feature=6 7 0 0 5 0 split_gain=0.223346 0.719231 0.64986 0.583618 1.3974 1.11291 threshold=102.50410753707952 69.792058971722028 15.282099000000001 0.030394000000000001 59.000000000000007 0.044599000000000007 decision_type=10 10 10 8 10 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=0.013075137703693987 -0.014882338005567684 0.051416325409055899 -0.064315892323369053 0.059277979393585971 -0.082727659749123106 0.00096883215571810875 leaf_weight=3.7247145716100922 8.4098376829479076 2.8589648459455921 1.5328954569995392 3.646091951057314 2.5751549332926515 32.015943786362186 leaf_count=63 606 30 37 44 84 349 internal_value=0.000110759 0.00283092 -0.000362661 0.00197359 -0.0260855 0.00693037 internal_weight=54.7636 46.3538 43.4948 41.9619 6.29987 35.662 internal_count=1213 607 577 540 147 393 is_linear=0 shrinkage=0.1 Tree=404 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 3 split_gain=0.0501513 2.50116e-11 6.70333e-12 5.32025e-12 6.01749e-12 9.7797e-12 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 74.175813561605239 7.910724502427068 22.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075009534403459144 -0.075018115975420033 -0.075004759324168946 -0.075007553604874794 -0.075003032258030955 -0.07501186924254194 -0.07500234588998303 leaf_weight=0.040387105662375689 0.0015668823652958954 0.020037680525092583 0.010200124104812858 0.013068484347627418 0.0032262647964671478 0.0016196529913941049 leaf_count=17 16 512 87 510 20 51 internal_value=-0.00776635 -0.0750057 -0.0750053 -0.0750047 -0.0750055 -0.0750087 internal_weight=0.0901062 0.0497191 0.0481522 0.0379521 0.0248836 0.00484592 internal_count=1213 1196 1180 1093 583 71 is_linear=0 shrinkage=0.1 Tree=405 num_leaves=7 num_cat=0 split_feature=15 16 3 5 4 6 split_gain=0.265146 0.542003 0.229764 0.643671 0.654087 0.963593 threshold=4.5000000000000009 2.0000000000000004 15.500000000000002 3123.0000000000005 1445.0000000000002 121.97103624726323 decision_type=10 8 10 10 10 10 left_child=2 -2 3 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-4.9221005494363897e-06 -0.056270021911137807 0.069902986091719688 0.027560255039728827 -0.044162050365416844 0.082908769092603696 -0.037026909268459113 leaf_weight=38.569423496752279 1.8340438255108886 0.41807045484893013 3.3398161987424819 3.0263280040817326 2.2414774082135405 0.95541015360504378 leaf_count=521 97 93 131 147 188 36 internal_value=0.000688553 -0.0328479 0.00225772 0.000371122 0.00359793 0.0470652 internal_weight=50.3846 2.25211 48.1325 44.7926 41.7663 3.19689 internal_count=1213 190 1023 892 745 224 is_linear=0 shrinkage=0.1 Tree=406 num_leaves=7 num_cat=0 split_feature=7 2 14 3 2 4 split_gain=0.262054 0.387695 0.906336 0.299095 1.13669 0.723377 threshold=79.482860341514581 3.5000000000000004 2.5000000000000004 6.5000000000000009 7.5000000000000009 192.00000000000003 decision_type=10 10 8 8 8 10 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=0.0072449711845583801 0.081036635965589868 -0.078112705545140729 0.071425996877343856 0.076923950195650126 -0.0031479916900393739 -0.048687647104564136 leaf_weight=4.9854682501172629 0.94163461029529516 0.77198448206763681 0.8533047782839277 1.8889681370346831 28.848119438742287 4.3122702502005268 leaf_count=231 4 65 61 26 556 270 internal_value=-0.000994988 0.0299788 0.000397682 -0.00298094 0.00177288 -0.0186965 internal_weight=42.6017 2.56692 1.62529 40.0348 30.7371 9.29774 internal_count=1213 130 126 1083 582 501 is_linear=0 shrinkage=0.1 Tree=407 num_leaves=7 num_cat=0 split_feature=10 0 6 7 3 8 split_gain=0.214539 0.322995 0.287872 0.7114 0.648067 0.692783 threshold=41.000000000000007 1.4112660000000001 102.50410753707952 69.792058971722028 2.5000000000000004 4.9935017195219675 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=-0.00081075021500917653 -0.076001484901948926 0.076405729262178576 0.017995729664542923 0.051709056837942691 0.01068758907198772 -0.069739861253042087 leaf_weight=43.021180967451073 0.17081395717104797 0.74788715085014701 2.9708452746272078 2.7435722986701867 1.6460134424269197 3.0657896317661653 leaf_count=574 76 44 40 18 16 445 internal_value=0.000154426 0.0480687 -0.000669166 0.00233778 -0.0185813 -0.0416435 internal_weight=54.3661 0.918701 53.4474 45.7648 7.68265 4.7118 internal_count=1213 120 1093 592 501 461 is_linear=0 shrinkage=0.1 Tree=408 num_leaves=7 num_cat=0 split_feature=19 4 14 7 9 3 split_gain=0.0473419 1.97807e-11 5.58495e-12 4.79935e-12 5.70692e-12 8.61659e-12 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 74.175813561605239 7.910724502427068 22.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 -3 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.075009372496394167 -0.0750168134958758 -0.075004431945826719 -0.075007109169481834 -0.075002733276570074 -0.075011425598015505 -0.075002168754749549 leaf_weight=0.0389358009560965 0.0014542046756105256 0.018456057544426585 0.0095038970939640421 0.01178927803039187 0.0030597501809097585 0.0014978060289649875 leaf_count=17 16 512 87 510 20 51 internal_value=-0.00604236 -0.0750053 -0.075005 -0.0750044 -0.0750052 -0.0750084 internal_weight=0.0846968 0.045761 0.0443068 0.0348029 0.0230136 0.00455756 internal_count=1213 1196 1180 1093 583 71 is_linear=0 shrinkage=0.1 Tree=409 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 21 split_gain=0.236261 0.256534 0.458461 0.230186 0.304111 0.369301 threshold=0.11311668870000001 0.79701102020000014 0.63319291535000011 0.90678400470000009 0.39953208990000005 0.5401222668500002 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=0.047405426520531896 0.048496966049456532 0.041998506560550722 -0.048269332879831171 0.045578065257702569 -0.031335686643110088 -0.00034103308633545129 leaf_weight=1.0569687333190811 1.6112892180681226 1.3875778559595335 2.0173918306827536 1.1028222516179074 3.0144179426133624 39.627558482461609 leaf_count=23 13 12 13 7 17 1128 internal_value=0.000631058 -0.000382846 -0.0016242 0.000450523 -0.000674086 0.00156717 internal_weight=49.818 48.7611 47.3735 45.3561 44.2533 41.2388 internal_count=1213 1190 1178 1165 1158 1141 is_linear=0 shrinkage=0.1 Tree=410 num_leaves=7 num_cat=0 split_feature=20 20 21 20 21 20 split_gain=0.251215 1.02405 0.902123 0.699685 1.01358 1.01196 threshold=0.79454162265000006 0.67806301170000005 0.9123116092500001 0.62523871355000005 0.32197624670000008 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=-0.045581289391841792 0.025372524791225138 -0.071128053984692005 -0.11868481272596783 0.058048574111704832 0.048703264478542785 -0.0021227924406347397 leaf_weight=4.3879752778157126 3.3420622758567324 2.0990207046270362 0.62213992327451606 2.1525041982531539 4.6571848466992378 24.65800961654168 leaf_count=35 13 9 4 6 16 1130 internal_value=-0.000928573 -0.00320714 0.000701192 0.00277269 -0.000757593 0.00595173 internal_weight=41.9189 38.5768 36.4778 35.8557 33.7032 29.3152 internal_count=1213 1200 1191 1187 1181 1146 is_linear=0 shrinkage=0.1 Tree=411 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 19 split_gain=0.20197 0.778603 0.521154 0.944985 0.613022 0.818662 threshold=0.79454162265000006 0.76348215705000011 0.89730301130000012 0.73806720815000004 0.60557055170000018 0.49158705255000007 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=-0.0022001073417054393 -0.025705383985426322 0.08746167031164076 -0.063278260220092059 0.062428399543301039 -0.049772892715760006 0.05881886960000296 leaf_weight=41.283645915942543 2.8605527840554705 1.0347216427326191 1.2754568308591832 2.417063880711793 2.5099585000425568 2.3224375285208216 leaf_count=1163 13 3 5 8 12 9 internal_value=0.000148936 0.00160356 -0.000180059 0.00147817 -0.00171639 0.00104973 internal_weight=53.7038 50.8433 49.8086 48.5331 46.116 43.6061 internal_count=1213 1200 1197 1192 1184 1172 is_linear=0 shrinkage=0.1 Tree=412 num_leaves=7 num_cat=0 split_feature=20 4 14 20 7 9 split_gain=0.0443366 1.59138e-11 4.34676e-12 3.85838e-12 3.85139e-12 4.58147e-12 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 0.20344614855000001 74.175813561605239 7.910724502427068 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075008906061363095 -0.07501562840591923 -0.075004118552754032 -0.075010106060344056 -0.075005326444641085 -0.07500254031434743 -0.075007791062290108 leaf_weight=0.036783609248232096 0.0013513513440557281 0.017147998186828772 0.002288887324539246 0.0064438279550813604 0.01095600863720847 0.0042359776789453454 leaf_count=17 16 512 23 64 510 71 internal_value=-0.00533933 -0.075005 -0.0750046 -0.0750066 -0.0750041 -0.0750048 internal_weight=0.0792077 0.0424241 0.0410727 0.00873272 0.03234 0.021384 internal_count=1213 1196 1180 87 1093 583 is_linear=0 shrinkage=0.1 Tree=413 num_leaves=7 num_cat=0 split_feature=10 16 15 16 3 0 split_gain=0.231815 0.533634 0.29206 0.716828 0.34619 0.258294 threshold=30.500000000000004 2.0000000000000004 4.5000000000000009 1.0000000180025095e-35 37.000000000000007 0.15951900000000005 decision_type=10 8 10 10 8 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0062946925043890186 -0.064346689199321391 0.069298703794150332 -0.045895847767920384 0.083052477050155171 -0.063930942406669647 -0.009593346617608519 leaf_weight=29.317352114681853 1.3688918447587626 0.38218234933447104 1.2470494579756621 1.4979030429385589 0.17943872278556239 15.718262303154914 leaf_count=418 121 93 35 186 4 356 internal_value=0.000560288 -0.0351778 0.00186513 0.00314015 0.0673285 0.000749473 internal_weight=49.7111 1.75107 47.96 46.713 1.67734 45.0356 internal_count=1213 214 999 964 190 774 is_linear=0 shrinkage=0.1 Tree=414 num_leaves=7 num_cat=0 split_feature=5 5 0 2 3 6 split_gain=0.251331 0.427795 0.249887 0.394804 0.549036 0.603696 threshold=59.000000000000007 63.000000000000007 60.179807500000003 77.000000000000014 71.500000000000014 126.71934576237059 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=-0.076098087851482157 0.086504453621112698 -0.00052115573325221072 0.05496725841331334 -0.067548329118422221 0.077819279980806386 -0.079031250251651738 leaf_weight=0.43894515896681596 0.56350520253181358 36.907615489471937 0.77606515120714803 0.90696887276135285 0.86829047411447291 1.0061150290421199 leaf_count=118 2 968 14 28 39 44 internal_value=-0.000830593 -2.53422e-05 -0.00123033 -0.0023292 -0.000803965 -0.00260457 internal_weight=41.4675 41.0286 40.4651 39.689 38.782 37.9137 internal_count=1213 1095 1093 1079 1051 1012 is_linear=0 shrinkage=0.1 Tree=415 num_leaves=7 num_cat=0 split_feature=21 21 20 20 21 21 split_gain=0.244395 0.636148 0.546499 0.383449 0.866138 0.982769 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.31581084365000006 0.88726092775000021 0.80522880530000018 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=-0.021013396377354651 0.060821784674621196 -0.053012967335277744 0.057818730597043434 0.00019573571625817115 -0.10459030775188059 0.09786832777881993 leaf_weight=4.9580429880043084 1.7887061536312101 1.8631816096603868 1.2087517008185384 41.695958681590128 0.7672356441617002 1.0562598258256901 leaf_count=38 6 12 4 1146 4 3 internal_value=0.000131483 0.00229843 5.16418e-05 0.00226208 0.000718997 0.00260889 internal_weight=53.3381 48.3801 46.5914 44.7282 43.5195 42.7522 internal_count=1213 1175 1169 1157 1153 1149 is_linear=0 shrinkage=0.1 Tree=416 num_leaves=7 num_cat=0 split_feature=19 4 14 20 7 9 split_gain=0.0418281 1.26805e-11 3.76556e-12 3.56145e-12 3.06701e-12 3.70508e-12 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 0.20344614855000001 74.175813561605239 7.910724502427068 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.07500868907660932 -0.075014513127522831 -0.07500381915527754 -0.075009680603789722 -0.075004938405858035 -0.075002351293076863 -0.075007270477718824 leaf_weight=0.035376300045754761 0.0012535600726550902 0.015867292696384538 0.0021592246503132628 0.0059413779454189353 0.010073745714635152 0.003868891974889265 leaf_count=17 16 512 23 64 510 71 internal_value=-0.00380945 -0.0750046 -0.0750043 -0.0750062 -0.0750038 -0.0750045 internal_weight=0.0745404 0.0391641 0.0379105 0.0081006 0.0298099 0.0197362 internal_count=1213 1196 1180 87 1093 583 is_linear=0 shrinkage=0.1 Tree=417 num_leaves=7 num_cat=0 split_feature=8 8 8 6 9 7 split_gain=0.220381 0.428809 0.460014 0.518068 0.300545 1.52265 threshold=7.2680146144134401 6.9301478636517562 6.7932115067562515 124.7961735647183 6.1133699641305155 39.115663475161476 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=0.0027435876386202951 -0.030752645503870732 0.061252596695210049 -0.056122959787135787 0.050565523270576535 0.021351878246445549 -0.069310858500083852 leaf_weight=33.658936739899218 2.1614707887638351 1.186705692205577 1.3975796189042728 2.1049771215766659 5.5881142509169868 3.2127057034813324 leaf_count=520 83 58 56 53 408 35 internal_value=0.000470659 0.00190204 0.000369663 0.00214131 -0.000259361 -0.00353467 internal_weight=49.3105 47.149 45.9623 44.5647 42.4598 36.8716 internal_count=1213 1130 1072 1016 963 555 is_linear=0 shrinkage=0.1 Tree=418 num_leaves=7 num_cat=0 split_feature=20 20 21 19 21 21 split_gain=0.241205 0.329236 0.779369 0.818297 0.797368 0.474459 threshold=0.89041469205000012 0.67806301170000005 0.9123116092500001 0.98495817490000015 0.18603110280000004 0.21861127385000004 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=-0.057463115695710276 0.037554903144946417 -0.030576453607010258 -0.11421001692800953 0.12042533423867351 0.087022862034640797 0.0027710712815025122 leaf_weight=2.2155270604707766 1.5780721753835667 3.7317138426005831 0.58117400854825874 0.57918775081634422 0.68287097662687302 31.556142277317122 leaf_count=28 7 15 4 1 2 1156 internal_value=-0.000779642 -0.00231712 0.000643877 0.00254919 0.000567664 0.00455565 internal_weight=40.9247 39.3466 35.6149 35.0337 34.4545 32.239 internal_count=1213 1206 1191 1187 1186 1158 is_linear=0 shrinkage=0.1 Tree=419 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.209024 0.559457 0.478461 0.397059 1.25117 1.01782 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 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=-0.019403081944047908 0.057734235853254372 -0.050180868936791904 0.028386444161183862 -0.088320095983022415 0.06860767869554267 -0.0016779870482065144 leaf_weight=4.9464414869398752 1.7471700534224508 1.8189294561743734 5.1041753515601158 1.5842177234590051 2.1870672106742859 35.553583154101943 leaf_count=38 6 12 22 8 7 1120 internal_value=0.000169661 0.00218685 8.83675e-05 0.0021464 -0.00125943 0.00239506 internal_weight=52.9416 47.9951 46.248 44.429 39.3249 37.7407 internal_count=1213 1175 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=420 num_leaves=7 num_cat=0 split_feature=19 4 14 20 8 3 split_gain=0.0384152 1.0151e-11 3.01491e-12 3.70255e-12 2.12848e-12 4.11766e-12 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 0.18647970780000003 7.3326400500571403 22.500000000000004 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 -3 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.075008025758761462 -0.075013479832488336 -0.075003177757046374 -0.075009833580414631 -0.075004549089818157 -0.075008991349011053 -0.075001875669473958 leaf_weight=0.032269923540297896 0.0011632483901848891 0.024287134656844955 0.0017218429275089866 0.0057650609069241909 0.0018613521351653608 0.0014442348156080698 leaf_count=17 16 1020 20 67 20 53 internal_value=-0.00434762 -0.0750043 -0.075004 -0.0750058 -0.0750035 -0.0750059 internal_weight=0.0685128 0.0362429 0.0350796 0.0074869 0.0275927 0.00330559 internal_count=1213 1196 1180 87 1093 73 is_linear=0 shrinkage=0.1 Tree=421 num_leaves=7 num_cat=0 split_feature=10 13 15 16 5 5 split_gain=0.223727 0.528905 0.268321 0.651276 0.311266 0.21397 threshold=30.500000000000004 49191.500000000007 4.5000000000000009 1.0000000180025095e-35 39903.000000000007 3159.5000000000005 decision_type=10 10 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0030837124949549366 0.053787096666043602 -0.071285657043888992 -0.044497636942704373 0.082301129414090304 -0.062591966244801497 -0.020036722264627573 leaf_weight=40.096389047219418 0.4730645144591098 1.1851395089179275 1.2212993428111065 1.3819290424580675 0.16608285158872593 4.4466738784685722 leaf_count=668 115 99 35 186 4 106 internal_value=0.000500387 -0.035604 0.00176577 0.00299164 0.0667559 0.000775631 internal_weight=48.9706 1.6582 47.3124 46.0911 1.54801 44.5431 internal_count=1213 214 999 964 190 774 is_linear=0 shrinkage=0.1 Tree=422 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 20 split_gain=0.244203 0.834477 0.658715 1.39212 1.25898 1.21319 threshold=0.79454162265000006 0.67806301170000005 0.89730301130000012 0.76768386320000015 0.63319291535000011 0.18647970780000003 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=-0.10456227914451391 0.025551022066107733 -0.066396897701082078 0.062797765201706476 -0.099170863536285583 0.063308218832193452 -0.00035990385581057666 leaf_weight=1.1636212559533303 3.2673158645629874 1.9643928632140149 1.6228315755724896 1.4245735481381405 3.020376741886138 28.073907819401942 leaf_count=25 13 9 5 6 8 1147 internal_value=-0.000662911 -0.002961 0.00056858 -0.00242964 0.00184265 -0.00450704 internal_weight=40.537 37.2697 35.3053 33.6825 32.2579 29.2375 internal_count=1213 1200 1191 1186 1180 1172 is_linear=0 shrinkage=0.1 Tree=423 num_leaves=7 num_cat=0 split_feature=5 6 4 2 0 0 split_gain=0.206598 1.79009 1.57056 1.65037 1.91658 1.08833 threshold=154.00000000000003 75.612012987013003 207.50000000000003 1.5000000000000002 0.066242500000000024 0.10875250000000002 decision_type=8 8 8 10 10 8 left_child=2 -2 3 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.007583653048641531 -0.11254185895893053 -0.062354055115527884 0.064317115204775302 -0.069626938623284382 0.10142510521329706 0.0056472815131267968 leaf_weight=9.2335580792278069 1.4690975192934264 2.5540903462706401 3.966488439589738 3.23631428182125 1.9542449563741673 29.97816472859995 leaf_count=137 48 188 39 66 23 712 internal_value=5.08879e-05 -0.0045674 0.00858938 -0.0067352 0.0114576 0.000308532 internal_weight=52.392 34.0014 18.3906 14.4241 11.1878 32.5323 internal_count=1213 948 265 226 160 900 is_linear=0 shrinkage=0.1 Tree=424 num_leaves=7 num_cat=0 split_feature=20 4 14 20 7 9 split_gain=0.0354234 8.25802e-12 2.48739e-12 3.32014e-12 1.97861e-12 2.36587e-12 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 0.18647970780000003 74.175813561605239 7.910724502427068 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075007601173982572 -0.075012575168782125 -0.075003282827049808 -0.075009368977952851 -0.075004176682278309 -0.075002001610359498 -0.075006257188189873 leaf_weight=0.029790444648824632 0.0010836764122359446 0.013532178772493353 0.0016045644333644296 0.0052969194257457275 0.0085284132728133955 0.0033329100215269128 leaf_count=17 16 512 20 67 510 71 internal_value=-0.00425878 -0.075004 -0.0750037 -0.0750054 -0.0750032 -0.0750039 internal_weight=0.0631691 0.0333787 0.032295 0.00690148 0.0253935 0.0168651 internal_count=1213 1196 1180 87 1093 583 is_linear=0 shrinkage=0.1 Tree=425 num_leaves=7 num_cat=0 split_feature=21 21 21 10 13 4 split_gain=0.211816 0.246117 0.550377 0.189509 0.511203 0.27832 threshold=0.11311668870000001 0.32197624670000008 0.37052061300000005 30.500000000000004 49191.500000000007 2341.0000000000005 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 5 -5 -4 right_child=1 2 3 4 -6 -7 leaf_value=0.044783086616133283 -0.028539283430457554 0.087348603755710033 -0.002400678956754501 0.056765147783510564 -0.070648966873010768 0.019706225984469805 leaf_weight=1.0550606091564985 2.9403299391269684 0.73165507614612579 35.399581158766523 0.4397912259446447 1.1087573266704565 6.7867673379951148 leaf_count=23 21 6 587 107 98 371 internal_value=0.000467043 -0.00051923 0.00133358 -0.00010539 -0.0344631 0.00115579 internal_weight=48.4619 47.4069 44.4666 43.7349 1.54855 42.1863 internal_count=1213 1190 1169 1163 205 958 is_linear=0 shrinkage=0.1 Tree=426 num_leaves=7 num_cat=0 split_feature=5 5 0 5 5 9 split_gain=0.233215 0.388086 0.254982 0.831778 0.272057 0.851363 threshold=59.000000000000007 63.000000000000007 0.0012590000000000001 108.50000000000001 126.00000000000001 5.692018441612956 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=-0.076034972758992236 0.085426549744167191 0.035344733054727996 -0.078891367117506161 0.041280819951265944 -0.059195185080189443 0.0026203723388901791 leaf_weight=0.40582237771013652 0.52668675780296226 1.8404195324983437 1.3827343445736904 1.5390824899077404 2.3952524685155359 31.912030134742963 leaf_count=118 2 21 100 11 127 834 internal_value=-0.000613263 0.000159736 -0.000989725 -0.00278592 0.000149766 -0.00169544 internal_weight=40.002 39.5962 39.0695 37.2291 35.8464 34.3073 internal_count=1213 1095 1093 1072 972 961 is_linear=0 shrinkage=0.1 Tree=427 num_leaves=7 num_cat=0 split_feature=21 20 21 20 19 19 split_gain=0.215209 0.605454 1.11294 0.636343 0.68334 0.677257 threshold=0.22326373405000002 0.89041469205000012 0.32197624670000008 0.76348215705000011 0.38321934000000007 0.22159428360000002 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=-0.020016862641800234 0.091935202983832121 -0.085123020927870385 3.8401704990221217e-05 0.062453065945955268 -0.034641840004828582 0.057927513706038193 leaf_weight=4.8483200671544182 1.3832451254129408 0.78234927356243034 35.621397361592244 1.6169581934809674 5.421793356537818 2.1425238326191893 leaf_count=38 5 7 1122 5 29 7 internal_value=4.18192e-05 0.00211239 0.00359008 0.000862495 -0.00144358 0.00332272 internal_weight=51.8166 46.9683 46.1859 44.8027 43.1857 37.7639 internal_count=1213 1175 1168 1163 1158 1129 is_linear=0 shrinkage=0.1 Tree=428 num_leaves=7 num_cat=0 split_feature=19 4 14 20 7 9 split_gain=0.0334303 6.67918e-12 1.96947e-12 2.02206e-12 1.56552e-12 1.83958e-12 threshold=1.0000000180025095e-35 109.00000000000001 5.5000000000000009 0.20344614855000001 74.175813561605239 7.910724502427068 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075007331569836466 -0.075011700371184153 -0.075003042452795238 -0.075007883573053644 -0.075003888516160994 -0.075001850234978407 -0.075005771108419605 leaf_weight=0.028647042461670935 0.0010079135772684813 0.012538163752424225 0.0017452018782933001 0.0046227972061387845 0.0078668297102808538 0.0030770475332246869 leaf_count=17 16 512 23 64 510 71 internal_value=-0.00278501 -0.0750037 -0.0750034 -0.075005 -0.075003 -0.0750036 internal_weight=0.059505 0.030858 0.02985 0.006368 0.023482 0.0156152 internal_count=1213 1196 1180 87 1093 583 is_linear=0 shrinkage=0.1 Tree=429 num_leaves=7 num_cat=0 split_feature=0 0 4 5 0 5 split_gain=0.204943 1.12787 0.983908 1.33495 1.27854 1.08733 threshold=0.044599000000000007 0.041996000000000006 149.00000000000003 505.00000000000006 0.034740000000000007 3159.5000000000005 decision_type=8 10 10 10 10 8 left_child=1 2 -1 4 -4 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=0.037666777736160229 0.0038790552895293547 -0.12402165763682318 -0.11310090989553812 0.089566427008074004 0.00039502261443891427 -0.069312915420580226 leaf_weight=3.7673834357410634 37.585188915720209 0.82672351598739702 2.1580015850777277 1.3618676915648389 1.8378549292683599 0.63002084277104597 leaf_count=81 927 5 29 131 18 22 internal_value=0.000417956 -0.0118754 -0.00237124 -0.0275624 -0.0608996 0.039314 internal_weight=48.167 10.5819 9.75513 5.98775 3.99586 1.99189 internal_count=1213 286 281 200 47 153 is_linear=0 shrinkage=0.1 Tree=430 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.216561 0.355666 0.221301 0.772468 0.320209 0.542919 threshold=59.000000000000007 63.000000000000007 0.0012590000000000001 108.50000000000001 126.00000000000001 168.50000000000003 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=-0.075960830361975484 0.084567966869803862 0.033233106407295494 -0.078612780876640226 0.083982495258109163 -0.081246071032096689 0.0010361262556169502 leaf_weight=0.37713256076676671 0.49315939843654533 1.8108050049922884 1.2892543396446843 0.45022685825824638 0.82113621011376281 34.24077337354538 leaf_count=118 2 21 100 2 29 941 internal_value=-0.000545562 0.000181743 -0.000896047 -0.00257537 0.000185144 -0.000890891 internal_weight=39.4825 39.1054 38.6122 36.8014 35.5121 35.0619 internal_count=1213 1095 1093 1072 972 970 is_linear=0 shrinkage=0.1 Tree=431 num_leaves=7 num_cat=0 split_feature=4 5 4 4 4 5 split_gain=0.204303 0.362965 2.30925 0.598844 1.57775 1.56888 threshold=109.00000000000001 63.000000000000007 163.00000000000003 164.50000000000003 207.50000000000003 154.00000000000003 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.037476110995805285 -0.090370776216540993 0.028069087750269714 0.040175217618228405 -0.093359538641336046 0.075371980406944303 -0.004501842363733544 leaf_weight=1.4168993122875679 2.7253711912780991 7.3293898925185195 2.694862138479948 1.8448563683778036 2.6588252726942292 32.740758934706719 leaf_count=16 72 89 32 45 20 939 internal_value=3.06195e-05 -0.00103064 -0.0254652 0.00194064 -0.00320122 0.0014974 internal_weight=51.411 49.9941 5.42023 44.5738 37.2444 35.3996 internal_count=1213 1197 104 1093 1004 959 is_linear=0 shrinkage=0.1 Tree=432 num_leaves=7 num_cat=0 split_feature=19 0 0 8 3 4 split_gain=0.0304118 2.93764e-12 2.75027e-12 1.70607e-12 1.53176e-12 2.1971e-12 threshold=1.0000000180025095e-35 0.00013200000000000004 3.9500000000000005e-05 6.6497773292219176 17.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.075006603456685611 -0.07500358177104316 -0.075002408855703792 -0.075010645889239336 -0.075003716429451167 -0.075001802342626406 -0.075007304680189762 leaf_weight=0.025741423771250993 0.0011710524336194785 0.014909180373251729 0.0010411285293230321 0.0066172593406008673 0.0024143830778484707 0.0022993593651108313 leaf_count=17 60 807 5 140 105 79 internal_value=-0.00375038 -0.0750034 -0.0750069 -0.0750031 -0.075004 -0.0750046 internal_weight=0.0541938 0.0284524 0.00221218 0.0262402 0.011331 0.00891662 internal_count=1213 1196 65 1131 324 219 is_linear=0 shrinkage=0.1 Tree=433 num_leaves=7 num_cat=0 split_feature=15 14 16 7 9 6 split_gain=0.194164 0.499823 0.481628 0.226047 0.988841 0.950897 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 73.565496186226582 7.0621109566188442 102.50410753707952 decision_type=10 10 10 10 10 8 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0020665500004827938 -0.078015990289426199 0.086694231864373403 0.068762647563439014 -0.069040325820464002 -0.072247253498191097 0.030206894524509781 leaf_weight=35.681054353859508 1.3292624209425401 0.30330524401506398 0.2687554113799705 1.1178698511794181 1.8851559562608589 7.0767954326584013 leaf_count=591 92 10 88 13 29 390 internal_value=0.000318925 -0.0309935 -0.0533307 0.00161993 -0.00166268 0.0166682 internal_weight=47.6622 1.90132 1.59802 45.7609 37.5662 8.19467 internal_count=1213 190 180 1023 620 403 is_linear=0 shrinkage=0.1 Tree=434 num_leaves=7 num_cat=0 split_feature=0 4 3 3 0 7 split_gain=0.208933 0.499946 0.533886 0.558956 0.506634 0.446853 threshold=60.179807500000003 65648.500000000015 71.500000000000014 14.500000000000002 19.409948500000002 39.115663475161476 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=-0.029550681304223659 0.052244833128400142 -0.0854338378123424 0.077578053260359742 -0.050555827189276696 0.039580640858749856 0.002822964054563721 leaf_weight=5.086271699343345 0.73990505561232467 0.695213723462074 0.86989067414833599 2.2003270073764716 3.1617921609431496 26.362027518232935 leaf_count=404 14 23 42 121 64 545 internal_value=-0.000389398 -0.00140422 0.000146153 -0.00168369 0.00142334 -0.00241297 internal_weight=39.1154 38.3755 37.6803 36.8104 34.6101 31.4483 internal_count=1213 1199 1176 1134 1013 949 is_linear=0 shrinkage=0.1 Tree=435 num_leaves=7 num_cat=0 split_feature=7 0 9 0 0 0 split_gain=0.20225 0.691273 0.603538 0.405779 0.481137 2.37049 threshold=76.312063781707536 31.825229500000003 5.0503897358203416 25.140853500000002 0.15951900000000005 0.18986150000000004 decision_type=10 10 10 10 10 8 left_child=3 2 -2 4 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.0024847724587904237 0.042897032788285744 0.054724228930759004 -0.055493806286652361 -0.052898460303109102 0.17930014969752067 0.0083234632723796342 leaf_weight=32.793774608714557 0.76642146706581016 1.0231834040023384 3.3418406693272118 1.3026488936156955 0.87661038455553075 10.816671722830506 leaf_count=466 3 10 308 101 21 304 internal_value=4.59583e-06 -0.0188215 -0.0371384 0.00211435 0.00372521 0.0211411 internal_weight=50.9212 5.13145 4.10826 45.7897 44.4871 11.6933 internal_count=1213 321 311 892 791 325 is_linear=0 shrinkage=0.1 Tree=436 num_leaves=7 num_cat=0 split_feature=19 0 0 8 3 4 split_gain=0.028882 2.40281e-12 1.85056e-12 1.29459e-12 1.1461e-12 1.54374e-12 threshold=1.0000000180025095e-35 0.00013200000000000004 1.0000000180025095e-35 6.6497773292219176 17.500000000000004 4353.5000000000009 decision_type=8 8 10 8 10 10 left_child=-1 2 -2 -3 5 -5 right_child=1 3 -4 4 -6 -7 leaf_value=0.075006541371423235 -0.075003444126751168 -0.07500222883784001 -0.075009443704121603 -0.075003447457059086 -0.075001694705771005 -0.075006589149126945 leaf_weight=0.025074878736631945 0.0010345286323172323 0.013780696453977725 0.001022016974275175 0.0061235081966515281 0.002231771576362008 0.0021005574679975325 leaf_count=17 53 807 12 140 105 79 internal_value=-0.00177705 -0.0750031 -0.0750064 -0.0750029 -0.0750037 -0.0750042 internal_weight=0.051368 0.0262931 0.00205655 0.0242365 0.0104558 0.00822407 internal_count=1213 1196 65 1131 324 219 is_linear=0 shrinkage=0.1 Tree=437 num_leaves=7 num_cat=0 split_feature=10 13 15 16 3 0 split_gain=0.2003 0.421918 0.229273 0.552468 0.278909 0.234716 threshold=30.500000000000004 49191.500000000007 4.5000000000000009 1.0000000180025095e-35 37.000000000000007 0.044599000000000007 decision_type=10 10 10 10 8 8 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.013063320193577286 0.04960635066854599 -0.070548661481271049 -0.04333726790925399 0.081364097965332921 -0.061739547345061312 0.0046293382090037789 leaf_weight=9.6614405524887825 0.40829858597135071 1.0281497566611504 1.1112091845134262 1.2117785449954668 0.15344051504507672 33.488414007239044 leaf_count=199 115 99 35 186 4 575 internal_value=0.000371918 -0.0363956 0.00152947 0.00264945 0.0652803 0.000667875 internal_weight=47.0627 1.43645 45.6263 44.5151 1.36522 43.1499 internal_count=1213 214 999 964 190 774 is_linear=0 shrinkage=0.1 Tree=438 num_leaves=7 num_cat=0 split_feature=0 3 7 4 4 8 split_gain=0.213456 0.665044 0.588213 0.286534 0.501345 0.562566 threshold=0.004088500000000001 1.5000000000000002 51.963509695802522 126.00000000000001 168.50000000000003 4.4479945522337943 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=0.053358901994164612 -0.078314105247772367 0.082960962243811845 -0.033053323926904334 -0.080868374545371033 0.048992728508720731 -0.0029781637355245924 leaf_weight=2.256895949831232 1.1290942740160961 0.40832711756229301 1.2101209846441632 0.77393945492803951 2.2349668107926837 30.596718920904095 leaf_count=77 154 2 18 29 43 890 internal_value=-0.00047485 -0.00281026 0.0231977 -0.000303903 -0.00131562 0.000559675 internal_weight=38.6101 35.143 3.46702 34.014 33.6056 32.8317 internal_count=1213 1118 95 964 962 933 is_linear=0 shrinkage=0.1 Tree=439 num_leaves=7 num_cat=0 split_feature=4 0 0 4 3 0 split_gain=0.201489 0.386593 1.90802 1.62345 1.58475 0.796402 threshold=109.00000000000001 0.030394000000000001 0.034740000000000007 163.00000000000003 2.5000000000000004 0.037647000000000007 decision_type=8 8 8 10 8 8 left_child=-1 3 -3 -2 -5 -4 right_child=1 2 5 4 -6 -7 leaf_value=0.03728080309495873 -0.086308067665348917 0.16112457545744435 -0.091626175758816542 0.068690580440938329 -0.084012380147868826 0.0014388323119490501 leaf_weight=1.4106046147644509 2.479151861742138 0.7420897631382094 0.94022499077254806 2.203680027276278 0.98268337382887683 41.749098654622685 leaf_count=16 63 7 19 12 146 950 internal_value=1.82505e-05 -0.00105234 0.00215258 -0.025621 0.0215966 -0.000610908 internal_weight=50.5075 49.0969 43.4314 5.66552 3.18636 42.6893 internal_count=1213 1197 976 221 158 969 is_linear=0 shrinkage=0.1 Tree=440 num_leaves=7 num_cat=0 split_feature=19 0 8 3 4 20 split_gain=0.0269388 1.71661e-12 1.08487e-12 9.65435e-13 1.32637e-12 3.98063e-13 threshold=1.0000000180025095e-35 0.00013200000000000004 6.6497773292219176 17.500000000000004 4353.5000000000009 0.20344614855000001 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=0.075006310788369029 -0.075005826155215879 -0.07500205031827023 -0.075004930153644803 -0.075001538664715914 -0.075006224007963862 -0.075002795156760824 leaf_weight=0.023662585794227198 0.0018526011726862626 0.012690308019813301 0.0010784924179461086 0.0020667047823508256 0.0019516111115649437 0.0045897459203843027 leaf_count=17 65 807 15 105 79 125 internal_value=-0.000886092 -0.0750029 -0.0750027 -0.0750035 -0.075004 -0.0750032 internal_weight=0.047892 0.0242295 0.0223769 0.00968655 0.00761985 0.00566824 internal_count=1213 1196 1131 324 219 140 is_linear=0 shrinkage=0.1 Tree=441 num_leaves=7 num_cat=0 split_feature=10 13 4 4 7 3 split_gain=0.184133 0.387909 0.202328 0.518709 0.626171 0.601915 threshold=30.500000000000004 49191.500000000007 2341.0000000000005 5882.0000000000009 73.860785021670111 21.000000000000004 decision_type=10 10 10 10 10 8 left_child=2 -2 -1 5 -5 -4 right_child=1 -3 3 4 -6 -7 leaf_value=-0.0012502830367383411 0.047582400042362916 -0.070053675448750519 0.085392775117369271 -0.039172150529311951 0.037644212716556213 -0.053801769943408212 leaf_weight=38.951164832396898 0.39499792340211459 0.9654959388426505 1.6651391129707911 2.1843542191199958 2.0637528384686448 0.381917712278664 leaf_count=626 115 99 119 97 150 7 internal_value=0.000348102 -0.0358999 0.00143803 0.0180719 -0.00185436 0.0594234 internal_weight=46.6068 1.36049 45.2463 6.29516 4.24811 2.04706 internal_count=1213 214 999 373 247 126 is_linear=0 shrinkage=0.1 Tree=442 num_leaves=7 num_cat=0 split_feature=20 20 19 21 21 21 split_gain=0.20463 0.734169 0.730321 0.656977 0.687939 0.478165 threshold=0.79454162265000006 0.67806301170000005 0.98495817490000015 0.9123116092500001 0.18603110280000004 0.88726092775000021 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.053761306601983562 0.023809734955967391 -0.062512277246855638 0.114442236150364 -0.11077592889918142 0.0020901096286264072 0.065284956161986638 leaf_weight=2.155226758462959 3.197612550109624 1.9333373308181752 0.55685973167419334 0.53671478480100532 28.433830857393339 1.2499671652913082 leaf_count=28 13 9 1 4 1153 5 internal_value=-0.000401532 -0.00262199 0.000893925 -0.0010591 0.000790416 0.00475121 internal_weight=38.0635 34.8659 32.9326 32.3757 31.839 29.6838 internal_count=1213 1200 1191 1190 1186 1158 is_linear=0 shrinkage=0.1 Tree=443 num_leaves=7 num_cat=0 split_feature=21 21 20 21 21 19 split_gain=0.194477 0.742075 1.09441 0.329975 0.720686 1.29687 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.57223969770000005 0.22326373405000002 0.4731715009000001 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=-0.10298483349848693 -0.03430752784006235 0.06954073222806266 -0.10737795312966686 -0.033420901550133233 0.036068010704842383 0.0015161350523450658 leaf_weight=1.2276659467979696 1.6011185571551312 1.5347315780818451 0.94973236508667369 2.6156023964285842 5.7672546766698352 36.355614198495459 leaf_count=25 10 6 9 11 22 1130 internal_value=-1.79358e-05 0.00111521 -0.00112315 0.00107224 0.00315342 -0.00189741 internal_weight=50.0517 48.4506 46.9159 45.9661 43.3505 37.5833 internal_count=1213 1203 1197 1188 1177 1155 is_linear=0 shrinkage=0.1 Tree=444 num_leaves=7 num_cat=0 split_feature=19 0 8 3 19 10 split_gain=0.0251158 1.38303e-12 8.13965e-13 6.30628e-13 3.42745e-13 3.18693e-13 threshold=1.0000000180025095e-35 0.00013200000000000004 7.3326400500571403 22.500000000000004 0.76768386320000015 18.500000000000004 decision_type=8 8 8 8 8 10 left_child=-1 -2 5 -4 -5 -3 right_child=1 2 3 4 -6 -7 leaf_value=0.075006051776382976 -0.07500540028315672 -0.0750022637564738 -0.075005512607581953 -0.075003445619572048 -0.075001688094563715 -0.075001087446554204 leaf_weight=0.022267753724008799 0.0017174717245325146 0.011331997214199419 0.0011408016798668532 0.0037143802119317115 0.0015822832517642382 0.0028907173979177978 leaf_count=17 65 718 20 63 69 261 internal_value=-0.000182939 -0.0750027 -0.0750024 -0.0750034 -0.0750029 -0.075002 internal_weight=0.0446454 0.0223777 0.0206602 0.00643747 0.00529666 0.0142227 internal_count=1213 1196 1131 152 132 979 is_linear=0 shrinkage=0.1 Tree=445 num_leaves=7 num_cat=0 split_feature=0 0 0 0 7 0 split_gain=0.197435 0.274389 0.4246 0.668377 0.603154 0.600587 threshold=43.150867500000011 30.014669000000001 8.0202915000000008 6.9640760000000013 73.860785021670111 4.6811795000000016 decision_type=10 10 10 10 10 10 left_child=1 2 3 5 -4 -1 right_child=-2 -3 4 -5 -6 -7 leaf_value=0.0032704107448645846 -0.038961224378147509 0.032920898157235555 -0.065530670084864004 0.088413449500399657 0.028204262709441305 -0.054546974067265136 leaf_weight=36.537134777114261 1.2388161621056486 2.618700203485786 2.1556647768011312 0.88320737180765618 1.0072304390487259 1.8895461875363242 leaf_count=913 29 77 42 18 49 85 internal_value=0.00042305 0.00150507 -0.000431903 0.00240423 -0.0356806 0.00042737 internal_weight=46.3303 45.0915 42.4728 39.3099 3.1629 38.4267 internal_count=1213 1184 1107 1016 91 998 is_linear=0 shrinkage=0.1 Tree=446 num_leaves=7 num_cat=0 split_feature=0 4 3 3 9 8 split_gain=0.198474 0.430343 0.488077 0.459186 0.428941 0.375311 threshold=60.179807500000003 65648.500000000015 71.500000000000014 14.500000000000002 7.9538437412311724 5.2436569921791092 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=0.0033122678930032875 0.051620116560590137 -0.083992436614293897 0.077464409198560208 -0.047928164560696762 0.056774188020839493 -0.026972807005762652 leaf_weight=27.356447999554803 0.72004253836348553 0.62013106443919142 0.79594137609819782 2.0274295075505497 1.3281025709584344 4.8117230916395775 leaf_count=441 14 23 42 121 55 517 internal_value=-0.000377148 -0.0013907 1.96672e-05 -0.00171555 0.00108156 -0.00121778 internal_weight=37.6598 36.9398 36.3196 35.5237 33.4963 32.1682 internal_count=1213 1199 1176 1134 1013 958 is_linear=0 shrinkage=0.1 Tree=447 num_leaves=7 num_cat=0 split_feature=8 8 8 5 2 4 split_gain=0.182807 0.40666 0.32356 1.06113 0.823443 0.767161 threshold=6.9212323110712397 6.7998311008908914 5.6744042622234678 133.50000000000003 6.5000000000000009 455.00000000000006 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=0.00096403906601936129 -0.038801717919722076 0.067727846348931017 0.080018333011091305 -0.053641365206523996 0.041880960409920578 -0.056394968156196823 leaf_weight=36.614348458038876 1.1917274057050224 0.89228451485359883 0.73367021232843344 3.1195013789651966 4.6367837058533032 2.4903525631998482 leaf_count=366 144 47 7 427 160 62 internal_value=-0.000108468 0.000842547 -0.00041139 -0.0281916 0.00203576 -0.00268882 internal_weight=49.6787 48.4869 47.5947 3.85317 43.7415 39.1047 internal_count=1213 1069 1022 434 588 428 is_linear=0 shrinkage=0.1 Tree=448 num_leaves=7 num_cat=0 split_feature=19 0 8 3 4 19 split_gain=0.0232762 1.09601e-12 6.36356e-13 5.72493e-13 7.04359e-13 2.18998e-13 threshold=1.0000000180025095e-35 0.00013200000000000004 6.6497773292219176 17.500000000000004 4353.5000000000009 0.76768386320000015 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=0.075005669267679001 -0.075005000062358523 -0.075001761388264601 -0.075003188784033489 -0.07500133251878309 -0.075005155437482957 -0.075001711965745121 leaf_weight=0.020748013281263411 0.001590634084550401 0.010775391020473535 0.0034374040405964479 0.0017679055988537584 0.0016379901687741949 0.0014184774968271086 leaf_count=17 65 807 63 105 79 77 internal_value=0.000219508 -0.0750025 -0.0750023 -0.0750029 -0.0750034 -0.0750028 internal_weight=0.0413758 0.0206278 0.0190372 0.00826178 0.00649387 0.00485588 internal_count=1213 1196 1131 324 219 140 is_linear=0 shrinkage=0.1 Tree=449 num_leaves=7 num_cat=0 split_feature=21 19 21 20 20 19 split_gain=0.197069 0.24942 0.405639 0.36121 0.532223 0.428166 threshold=0.11311668870000001 0.79701102020000014 0.32197624670000008 0.52497759330000016 0.20344614855000001 0.38321934000000007 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=0.043258215339170181 -0.043570489376068403 0.040906873046483466 -0.0011884717030714166 0.033239030013109683 -0.045920354870697566 0.062738643947657713 leaf_weight=1.0431688146927625 2.231850553303957 1.3950853310525406 34.276956404995872 3.0631157979369155 2.6230224780738345 1.0807459875941265 leaf_count=23 15 12 1119 22 14 8 internal_value=0.000292768 -0.000710577 -0.00205221 0.000205444 -0.00245869 0.000765529 internal_weight=45.7139 44.6708 43.2757 41.0438 37.9807 35.3577 internal_count=1213 1190 1178 1163 1141 1127 is_linear=0 shrinkage=0.1 Tree=450 num_leaves=7 num_cat=0 split_feature=5 0 3 2 6 0 split_gain=0.19253 0.322593 0.366691 0.856061 0.396886 0.581077 threshold=59.000000000000007 0.0012590000000000001 6.5000000000000009 6.5000000000000009 113.38670392953931 20.176897000000004 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=-0.075891850890598009 0.040699463216011748 -0.055864648982827642 0.079890746118334632 -0.00068386673032299141 0.025489483677244809 0.013448270879038455 leaf_weight=0.33417095468030211 1.8808634327579046 3.8547460757617946 1.3873678185045744 26.596384723088704 1.3943819933338089 1.7625204212963579 leaf_count=118 22 307 20 645 67 34 internal_value=-0.000329487 0.000355255 -0.00181309 0.00331083 -0.0222628 -0.0341164 internal_weight=37.2104 36.8763 34.9954 27.9838 7.01165 5.61727 internal_count=1213 1095 1073 665 408 341 is_linear=0 shrinkage=0.1 Tree=451 num_leaves=7 num_cat=0 split_feature=7 0 9 7 9 8 split_gain=0.17975 0.626706 0.476977 0.359073 0.644553 1.08413 threshold=76.312063781707536 31.825229500000003 5.0503897358203416 72.192781170150241 6.0449806140825677 5.2952081004271827 decision_type=10 10 10 10 10 10 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=-0.0036158992077606499 0.035224619381939375 0.053900881877657174 -0.05387205342886723 0.033781721664865837 -0.058189992675230499 0.05014178328318069 leaf_weight=35.011143557472678 0.74619916081428472 0.95827938336879004 3.0849884748286058 3.2843058471421491 1.8543756334111083 4.2016663469839832 leaf_count=413 3 10 308 284 114 81 internal_value=-2.30419e-05 -0.0184275 -0.0365187 0.00196444 -0.000580118 0.00214426 internal_weight=49.141 4.78947 3.83119 44.3515 41.0672 39.2128 internal_count=1213 321 311 892 608 494 is_linear=0 shrinkage=0.1 Tree=452 num_leaves=7 num_cat=0 split_feature=19 0 14 20 7 9 split_gain=0.0219411 8.99423e-13 5.11006e-13 3.93235e-13 3.10861e-13 4.94918e-13 threshold=1.0000000180025095e-35 0.00013200000000000004 5.5000000000000009 0.20344614855000001 74.175813561605239 7.0621109566188442 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075005464734559407 -0.075004665956616645 -0.075001714755295018 -0.075004723678592095 -0.075002490213718298 -0.075001167696888638 -0.075003434436269181 leaf_weight=0.019976769079221413 0.0014794362009524767 0.0063931783463431202 0.0010772199639177407 0.0029391962207228062 0.0048916412023629627 0.0022669731461064657 leaf_count=17 65 443 23 64 510 91 internal_value=0.00178733 -0.0750023 -0.0750021 -0.0750031 -0.0750018 -0.0750022 internal_weight=0.0390244 0.0190476 0.0175682 0.00401642 0.0135518 0.00866015 internal_count=1213 1196 1131 87 1044 534 is_linear=0 shrinkage=0.1 Tree=453 num_leaves=7 num_cat=0 split_feature=4 5 0 2 0 7 split_gain=0.177148 0.692438 0.349617 2.00185 1.06919 2.11094 threshold=115.00000000000001 63.000000000000007 0.15951900000000005 1.5000000000000002 0.03899650000000001 73.754474669744596 decision_type=8 10 8 8 10 10 left_child=1 -1 4 -4 -2 -6 right_child=2 -3 3 -5 5 -7 leaf_value=0.021737423036196937 -0.014351671688600992 -0.052405265890559674 -0.14182176377634076 0.0013482010278804241 0.084889640965676888 -0.031155452156166094 leaf_weight=2.3854135870933524 6.1157034085772448 2.6690317094326019 1.0141281038522745 26.408277772075962 4.3682640253100544 2.4449140828801319 leaf_count=34 233 28 7 741 127 43 internal_value=0.000234267 -0.0174141 0.00244492 -0.00394647 0.0160012 0.0432468 internal_weight=45.4057 5.05445 40.3513 27.4224 12.9289 6.81318 internal_count=1213 62 1151 748 403 170 is_linear=0 shrinkage=0.1 Tree=454 num_leaves=7 num_cat=0 split_feature=6 5 5 3 2 4 split_gain=0.191832 0.183859 0.316698 0.194838 0.661207 0.510572 threshold=127.39873491841104 59.000000000000007 63.000000000000007 6.5000000000000009 12.500000000000002 365.00000000000006 decision_type=10 8 8 10 8 10 left_child=1 -1 -3 5 -5 -4 right_child=-2 2 3 4 -6 -7 leaf_value=-0.075830402247613851 -0.055705613900761779 0.083769721419946763 0.00084390586662646248 0.040875098203112595 -0.01469067590616047 -0.044081495306563356 leaf_weight=0.31113892418215883 0.6129451043670987 0.46049168705940147 24.014133222983222 4.3360798089270221 4.2312882683909274 2.8275912060562396 leaf_count=118 34 2 237 230 347 245 internal_value=-0.000230056 0.000709767 0.00137369 0.000302138 0.013432 -0.00388868 internal_weight=36.7937 36.1807 35.8696 35.4091 8.56737 26.8417 internal_count=1213 1179 1061 1059 577 482 is_linear=0 shrinkage=0.1 Tree=455 num_leaves=7 num_cat=0 split_feature=6 6 5 2 5 4 split_gain=0.175993 0.540243 1.32006 0.475653 2.46285 1.5843 threshold=102.50410753707952 83.360795883618621 593.00000000000011 6.5000000000000009 154.00000000000003 207.50000000000003 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=-0.0034243967682663829 -0.014994414032780928 0.087352630041460988 -0.021977383772808577 0.041249513279577099 -0.10666099792624258 0.085507864807070483 leaf_weight=30.681689778342843 6.7791120833971936 2.3241936489939681 2.1042223715048749 2.4303253028519967 2.2108066762266381 2.1430877447128287 leaf_count=305 606 12 89 116 64 21 internal_value=-4.60666e-05 0.00237279 0.035403 -0.00153133 -0.00449892 0.00238188 internal_weight=48.6734 41.8943 4.42842 37.4659 35.0356 32.8248 internal_count=1213 607 101 506 390 326 is_linear=0 shrinkage=0.1 Tree=456 num_leaves=7 num_cat=0 split_feature=19 0 14 20 7 9 split_gain=0.0201285 7.17723e-13 4.03668e-13 3.15856e-13 2.62402e-13 4.1552e-13 threshold=1.0000000180025095e-35 0.00013200000000000004 5.5000000000000009 0.20344614855000001 74.175813561605239 7.0621109566188442 decision_type=8 8 8 10 10 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075004992448205077 -0.075004336730282714 -0.075001589855920148 -0.07500438734693271 -0.075002309825780128 -0.075001072827484833 -0.075003224737493393 leaf_weight=0.018243350437842309 0.0013716486969315147 0.0058073745867659454 0.001000012634904123 0.0027286012764307088 0.0045200843985071524 0.002122891106409952 leaf_count=17 65 443 23 64 510 91 internal_value=0.00145301 -0.0750021 -0.075002 -0.0750029 -0.0750017 -0.075002 internal_weight=0.035794 0.0175506 0.016179 0.00372861 0.0124504 0.00793027 internal_count=1213 1196 1131 87 1044 534 is_linear=0 shrinkage=0.1 Tree=457 num_leaves=7 num_cat=0 split_feature=8 8 8 6 2 4 split_gain=0.183804 0.363378 0.332855 0.415797 0.298 0.49797 threshold=7.2680146144134401 6.9301478636517562 6.7932115067562515 123.27836675349852 18.500000000000004 1821.0000000000002 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=-0.0030142765378940229 -0.030720854572203582 0.061371156177744295 -0.052999863922688545 0.040973740563785499 -0.058474228225287195 0.038930021616525881 leaf_weight=34.363348134371336 1.8340818480355654 0.99375775712542136 1.1444507552077983 2.5264618205837897 0.87869915622286399 3.0845337983919299 leaf_count=615 83 58 56 90 81 230 internal_value=0.000281658 0.00160428 0.000190057 0.00168011 -0.000910097 0.000440621 internal_weight=44.8253 42.9913 41.9975 40.853 38.3266 37.4479 internal_count=1213 1130 1072 1016 926 845 is_linear=0 shrinkage=0.1 Tree=458 num_leaves=7 num_cat=0 split_feature=0 4 3 6 9 2 split_gain=0.195578 0.347459 0.476767 0.51291 0.323547 0.684437 threshold=60.179807500000003 56582.000000000007 54.500000000000007 125.38956572919442 7.9630134945512436 12.500000000000002 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=0.0015578115972885141 0.053204592123617535 -0.070140246061014377 0.077243253876900897 -0.070631860460233675 0.053804640194935575 -0.071474190983959157 leaf_weight=30.752879990788642 0.66571988957002659 0.72255850839428504 0.77959482735604879 1.0507108087622317 1.0943058417178679 1.3391150774841651 leaf_count=787 14 34 43 70 61 204 internal_value=-0.000499453 -0.00149981 -8.34307e-05 -0.0018442 0.000333685 -0.00148962 internal_weight=36.4049 35.7392 35.0166 34.237 33.1863 32.092 internal_count=1213 1199 1165 1122 1052 991 is_linear=0 shrinkage=0.1 Tree=459 num_leaves=7 num_cat=0 split_feature=4 5 4 4 5 0 split_gain=0.178493 0.395437 1.77288 0.49036 0.757068 0.548967 threshold=109.00000000000001 63.000000000000007 163.00000000000003 115.00000000000001 76.000000000000014 0.03899650000000001 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=0.035234331385727513 -0.089460062598046314 0.042730295634465079 0.032285610818637393 -0.083549586919419397 0.036764065832642474 -0.0024961262103641111 leaf_weight=1.4047945626080025 2.3761744033545247 2.7826788797974578 2.4085017293691635 1.0731153115630139 3.9791464531213014 33.938618658492032 leaf_count=16 72 28 32 25 183 857 internal_value=0.000114778 -0.000944879 -0.0281759 0.00217412 -0.000720266 0.0016239 internal_weight=47.963 46.5582 4.78468 41.7736 38.9909 37.9178 internal_count=1213 1197 104 1093 1065 1040 is_linear=0 shrinkage=0.1 Tree=460 num_leaves=7 num_cat=0 split_feature=19 0 8 5 10 8 split_gain=0.0186931 5.36182e-13 3.22894e-13 1.3344e-13 1.24172e-13 1.69891e-13 threshold=1.0000000180025095e-35 0.00013200000000000004 7.3326400500571403 17544.000000000004 18.500000000000004 6.2341341038820755 decision_type=8 8 8 8 8 10 left_child=-1 -2 4 -4 5 -3 right_child=1 2 3 -5 -6 -7 leaf_value=0.075004728155099579 -0.075003962187758566 -0.075001451567071054 -0.07500350297692164 -0.075002211249047657 -0.075000815693109402 -0.075002636715002943 leaf_weight=0.017109788692323491 0.0012511070949585692 0.0065390587828062542 0.0010203614851889134 0.0036985370836646325 0.0021541812405416741 0.0014840659506205611 leaf_count=17 65 585 30 122 261 133 internal_value=0.00217201 -0.075002 -0.0750018 -0.0750025 -0.0750015 -0.0750017 internal_weight=0.0332571 0.0161473 0.0148962 0.0047189 0.0101773 0.00802312 internal_count=1213 1196 1131 152 979 718 is_linear=0 shrinkage=0.1 Tree=461 num_leaves=7 num_cat=0 split_feature=21 19 21 20 20 19 split_gain=0.170875 0.235747 0.285794 0.370143 0.508995 0.360662 threshold=0.11311668870000001 0.89730301130000012 0.32197624670000008 0.52497759330000016 0.20344614855000001 0.38321934000000007 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=0.040065613855224842 -0.034133338908705756 0.055474965839596227 -0.0011706931152106826 0.032075898467818123 -0.045089425320609701 0.056994758929913653 leaf_weight=1.0513020088255869 2.554721400141716 0.73342421650886436 32.870849455735879 3.3706286400556555 2.6125312000513068 1.10176421701908 leaf_count=23 18 6 1119 24 15 8 internal_value=0.000231133 -0.000737282 -0.0017071 0.000366193 -0.00255526 0.000715668 internal_weight=44.2952 43.2439 42.5105 39.9558 36.5851 33.9726 internal_count=1213 1190 1184 1166 1142 1127 is_linear=0 shrinkage=0.1 Tree=462 num_leaves=7 num_cat=0 split_feature=0 5 0 4 4 4 split_gain=0.212639 0.592291 0.4477 0.235107 0.457459 0.439191 threshold=0.004088500000000001 108.50000000000001 0.00013200000000000004 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=-0.044540925799032488 -0.078078308361567872 0.081532691370264643 0.045591360534075503 -0.080386893602554188 0.085468265913355365 -0.0010859734983522517 leaf_weight=0.71745368605479543 1.0111330209765572 0.34692610800266521 2.3767012543321471 0.71376842074096458 0.59781554341316478 30.280565431632567 leaf_count=65 152 2 30 29 2 933 internal_value=-0.000372541 -0.0027262 0.024692 -0.000340694 -0.00123978 0.000589745 internal_weight=36.0444 32.9502 3.09415 31.9391 31.5921 30.8784 internal_count=1213 1118 95 966 964 935 is_linear=0 shrinkage=0.1 Tree=463 num_leaves=7 num_cat=0 split_feature=21 21 20 21 21 19 split_gain=0.166048 0.684663 0.968463 0.278618 0.653612 1.16982 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.57223969770000005 0.22326373405000002 0.4731715009000001 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=-0.10088251288323308 -0.032162275725310212 0.067531920147983163 -0.1051221099197943 -0.030795940804542024 0.034346185281019577 0.00127576849864119 leaf_weight=1.1588578012297146 1.5468092374503601 1.5029370114207257 0.8772511463612308 2.5928728617727748 5.7263495810329905 34.22959319795882 leaf_count=25 10 6 9 11 22 1130 internal_value=6.54498e-05 0.00114708 -0.00109072 0.000997282 0.0030023 -0.00206959 internal_weight=47.6347 46.0879 44.5849 43.7077 41.1148 35.3885 internal_count=1213 1203 1197 1188 1177 1155 is_linear=0 shrinkage=0.1 Tree=464 num_leaves=7 num_cat=0 split_feature=19 0 8 10 8 3 split_gain=0.0175974 4.3085e-13 2.60778e-13 9.60404e-14 1.32284e-13 8.35595e-14 threshold=1.0000000180025095e-35 0.00013200000000000004 7.3326400500571403 18.500000000000004 6.2341341038820755 71.500000000000014 decision_type=8 8 8 10 10 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=0.075004545699574321 -0.075003674008660329 -0.075001337453111952 -0.075003106480989512 -0.075000757618946631 -0.075002424903838988 -0.075002068200853422 leaf_weight=0.01640335880802013 0.001162103229034984 0.0060473635907101215 0.0010077659430862687 0.001998717135620609 0.0013725196979237353 0.0033576108678516903 leaf_count=17 65 585 34 261 133 118 internal_value=0.00348788 -0.0750018 -0.0750017 -0.0750014 -0.0750015 -0.0750023 internal_weight=0.0313494 0.0149461 0.013784 0.0094186 0.00741988 0.00436538 internal_count=1213 1196 1131 979 718 152 is_linear=0 shrinkage=0.1 Tree=465 num_leaves=7 num_cat=0 split_feature=15 14 16 0 0 0 split_gain=0.169007 0.413809 0.360725 0.173197 1.04267 0.838966 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.044599000000000007 0.041996000000000006 0.053166000000000012 decision_type=10 10 8 8 10 8 left_child=3 2 -2 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=-0.000272170085885037 -0.077211840140777102 0.083713826591730642 0.06873292707025408 0.081636884515904257 -0.11718119640306551 0.0015128732527198352 leaf_weight=8.788040620493117 1.1078453277877984 0.2578263152972794 0.19991629209835093 1.3632531310431648 0.83538505434990007 31.57441336865304 leaf_count=267 92 10 88 22 5 729 internal_value=0.000194038 -0.0320738 -0.0549014 0.00138099 -0.0104207 0.00482912 internal_weight=44.1267 1.56559 1.30776 42.5611 9.62343 32.9377 internal_count=1213 190 180 1023 272 751 is_linear=0 shrinkage=0.1 Tree=466 num_leaves=7 num_cat=0 split_feature=0 3 3 4 4 4 split_gain=0.185873 0.550625 0.446446 0.2159 0.423431 0.384577 threshold=0.004088500000000001 1.5000000000000002 1.5000000000000002 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=0.059012154872791794 -0.077854509467835453 0.081019717590439078 -0.018027053670232149 -0.079997745307234844 0.081007051787652065 -0.00093107316981421806 leaf_weight=1.6283114623511203 0.94131393902352911 0.32358591258526104 1.3980865773264666 0.66552168689668434 0.58390770852566021 30.140889529284323 leaf_count=74 154 2 21 29 2 931 internal_value=-0.000285438 -0.00248266 0.0234228 -0.000245511 -0.00108323 0.000626115 internal_weight=35.6816 32.6552 3.0264 31.7139 31.3903 30.7248 internal_count=1213 1118 95 964 962 933 is_linear=0 shrinkage=0.1 Tree=467 num_leaves=7 num_cat=0 split_feature=8 8 7 8 9 5 split_gain=0.160079 0.27659 0.183075 0.182651 0.811783 0.930219 threshold=6.9212323110712397 7.2680146144134401 74.478239330947176 5.2952081004271827 6.0303165925932634 247.00000000000003 decision_type=10 8 10 10 8 10 left_child=3 -2 -3 -1 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.0020163684255599577 -0.091584293471960856 -0.037091962365678709 0.07364506050271212 0.051376956811642831 0.06584602997224015 -0.036235799607833234 leaf_weight=37.828368375816353 0.51124484037427342 0.36833502346144098 0.25105024529329967 3.4635748901637244 1.1728749815374619 3.7364215916422836 leaf_count=467 61 73 10 73 12 517 internal_value=3.19719e-05 -0.0371436 0.00779215 0.000941727 0.0143063 -0.0118475 internal_weight=47.3319 1.13063 0.619385 46.2012 8.37287 4.9093 internal_count=1213 144 83 1069 602 529 is_linear=0 shrinkage=0.1 Tree=468 num_leaves=7 num_cat=0 split_feature=19 0 8 10 8 4 split_gain=0.0166522 3.46932e-13 2.19074e-13 7.14645e-14 9.28229e-14 6.63631e-14 threshold=1.0000000180025095e-35 0.00013200000000000004 7.3326400500571403 18.500000000000004 6.2341341038820755 267.00000000000006 decision_type=8 8 8 10 10 10 left_child=-1 -2 3 4 5 -3 right_child=1 2 -4 -5 -6 -7 leaf_value=0.07500447457767262 -0.075003411671360515 -0.075001662541784309 -0.075002150215616292 -0.075000714693103404 -0.075002184331519964 -0.075000955520465623 leaf_weight=0.015912679664324969 0.0010777797074297277 0.0021947196287328569 0.0040560241741331984 0.0018814202867929453 0.0012639589547518426 0.0033601258209330354 leaf_count=17 65 179 152 261 133 406 internal_value=0.00524248 -0.0750017 -0.0750015 -0.0750013 -0.0750014 -0.0750012 internal_weight=0.0297467 0.013834 0.0127562 0.00870022 0.0068188 0.00555485 internal_count=1213 1196 1131 979 718 585 is_linear=0 shrinkage=0.1 Tree=469 num_leaves=7 num_cat=0 split_feature=10 16 15 16 3 5 split_gain=0.180075 0.326986 0.184619 0.475705 0.230144 0.19751 threshold=30.500000000000004 2.0000000000000004 4.5000000000000009 1.0000000180025095e-35 37.000000000000007 3159.5000000000005 decision_type=10 10 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0025813811164270076 -0.063380557534025758 0.069379654038842151 -0.043297577884608314 0.080280785412976563 -0.059846213641038162 -0.021829202970339901 leaf_weight=36.819042752031237 0.97151856773416401 0.2293104900745675 0.91087448576581564 1.0525971984607156 0.13189393840730179 3.6425223764963439 leaf_count=668 121 93 35 186 4 106 internal_value=0.000160795 -0.0380286 0.00123839 0.00221247 0.0646775 0.000383836 internal_weight=43.7578 1.20083 42.5569 41.6461 1.18449 40.4616 internal_count=1213 214 999 964 190 774 is_linear=0 shrinkage=0.1 Tree=470 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 19 split_gain=0.16967 0.82583 0.299592 0.986673 0.68071 0.474155 threshold=0.090231592850000014 0.15581312665000005 0.13005968095000003 0.26668451185000003 0.98495817490000015 0.76768386320000015 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=0.04615228234708206 -0.097745999966473762 0.043966266012256706 -0.095215034540041057 0.005008330652484079 0.1126832066346112 -0.032749608239304354 leaf_weight=0.7681948583558551 0.86670480668544769 1.5561890713870523 1.0735305324196813 26.738846667023616 0.54876500368118186 3.7983040362596503 leaf_count=20 6 7 9 1156 1 14 internal_value=-0.000330937 -0.00136349 0.00111415 -0.000959458 0.00229559 0.000311883 internal_weight=35.3505 34.5823 33.7156 32.1594 31.0859 30.5372 internal_count=1213 1193 1187 1180 1171 1170 is_linear=0 shrinkage=0.1 Tree=471 num_leaves=7 num_cat=0 split_feature=10 0 6 6 9 6 split_gain=0.175118 0.271971 0.258008 0.496798 1.19367 0.51975 threshold=35.000000000000007 1.4112660000000001 102.89534848639566 83.360795883618621 6.0303165925932634 92.018638466622647 decision_type=10 10 10 10 10 10 left_child=2 -2 3 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0016013216444577092 -0.075702966980547626 0.075915481320740413 -0.020502742592627479 0.08687114457968724 -0.060095767349886559 0.046533690596398142 leaf_weight=36.311971296952834 0.1458264293614765 0.62697334471158683 5.7557789714528544 2.1362277157604685 1.2485112120630217 0.72118536321795534 leaf_count=503 96 45 480 13 64 12 internal_value=9.5999e-05 0.0473053 -0.000694133 0.00212675 0.035097 -0.0210544 internal_weight=46.9465 0.7728 46.1737 40.4179 4.10592 1.9697 internal_count=1213 141 1072 592 89 76 is_linear=0 shrinkage=0.1 Tree=472 num_leaves=7 num_cat=0 split_feature=19 4 20 7 3 8 split_gain=0.0157617 2.15584e-13 1.75077e-13 8.46519e-14 7.87061e-14 2.41084e-13 threshold=1.0000000180025095e-35 109.00000000000001 0.24640452245000002 75.501263797546372 17.500000000000004 6.6497773292219176 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075004445317755172 -0.075003314252742259 -0.075001355281766713 -0.075001728835379478 -0.075000758754827812 -0.075000847426556022 -0.075002978841633275 leaf_weight=0.015592269206536002 0.00109799592928539 0.0050707942976941922 0.0019050112055083446 0.0019969063326215064 0.0015315798582946627 0.0011158627875147431 leaf_count=17 34 512 61 399 137 53 internal_value=0.00761586 -0.0750016 -0.0750023 -0.0750013 -0.0750015 -0.0750016 internal_weight=0.0283104 0.0127182 0.00300301 0.00971514 0.00771824 0.00618666 internal_count=1213 1196 95 1101 702 565 is_linear=0 shrinkage=0.1 Tree=473 num_leaves=7 num_cat=0 split_feature=0 0 0 0 2 5 split_gain=0.167767 1.4014 1.10819 0.576024 2.04972 0.803408 threshold=0.06754300000000002 0.062075000000000012 0.10875250000000002 0.18986150000000004 1.5000000000000002 253.50000000000003 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=-0.00058819464786958979 0.07560401405142686 -0.13254524053241112 -0.21202701647666058 0.039661242903998938 0.011464490835913244 -0.0053080598940529033 leaf_weight=12.700414389706562 2.0399786666967001 0.85926717799156982 0.57411479949951472 4.9089749723207232 1.4387818483519366 20.833779873180902 leaf_count=333 61 12 1 124 120 562 internal_value=0.000270893 -0.00895022 0.00446732 -0.000761065 -0.0522794 0.00326729 internal_weight=43.3553 13.5597 29.7956 27.7557 2.0129 25.7428 internal_count=1213 345 868 807 121 686 is_linear=0 shrinkage=0.1 Tree=474 num_leaves=7 num_cat=0 split_feature=0 4 3 6 9 3 split_gain=0.161292 0.310198 0.404593 0.481939 0.33599 0.501846 threshold=60.179807500000003 56582.000000000007 54.500000000000007 125.24923058171883 7.9630134945512436 14.500000000000002 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=0.0009861861960155057 0.050470381993159188 -0.068862884780307637 0.076877609793754631 -0.067025961019702873 0.060715760756260589 -0.07867436939379048 leaf_weight=30.162989306460084 0.61117809731513162 0.66744988318532605 0.67062276276555977 1.0881015846389335 0.9048978874925514 0.81212448293808748 leaf_count=939 14 34 43 75 56 52 internal_value=-0.000449542 -0.0013567 -1.72621e-05 -0.00158142 0.000652274 -0.0011024 internal_weight=34.9174 34.3062 33.6387 32.9681 31.88 30.9751 internal_count=1213 1199 1165 1122 1047 991 is_linear=0 shrinkage=0.1 Tree=475 num_leaves=7 num_cat=0 split_feature=4 0 4 3 0 0 split_gain=0.154437 0.350773 1.34464 1.33986 1.33031 0.775706 threshold=109.00000000000001 0.030394000000000001 163.00000000000003 2.5000000000000004 0.034740000000000007 0.037647000000000007 decision_type=8 8 10 10 8 8 left_child=-1 2 -2 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.032748143366700996 -0.086206021574179448 0.12820202132710851 0.06517123268358177 -0.083875680558701357 -0.091131281754551763 0.0017058970018704323 leaf_weight=1.4034778475761402 2.1224532835185519 0.82026436219893994 1.9523484576493504 0.87275370443171585 0.92161255705286649 38.418243979248473 leaf_count=16 63 7 12 146 19 950 internal_value=8.0337e-05 -0.000936087 -0.0260602 0.0191264 0.00215909 -0.000468994 internal_weight=46.5112 45.1077 4.94756 2.8251 40.1601 39.3399 internal_count=1213 1197 221 158 976 969 is_linear=0 shrinkage=0.1 Tree=476 num_leaves=7 num_cat=0 split_feature=19 4 20 8 10 8 split_gain=0.0146241 1.6939e-13 1.12198e-13 6.30225e-14 5.10971e-14 6.27822e-14 threshold=1.0000000180025095e-35 126.00000000000001 0.15581312665000005 7.3326400500571403 18.500000000000004 6.2341341038820755 decision_type=8 10 10 8 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075004259616108696 -0.075002767404893478 -0.075001079654588285 -0.075001581497530598 -0.075001933503307069 -0.075000589905373102 -0.075001925845313303 leaf_weight=0.014643586502643302 0.0013139568773112851 0.004680764961136675 0.0020307886256887286 0.0010395844951744939 0.0015412805859966738 0.0010789040916563408 leaf_count=17 77 582 70 73 261 133 internal_value=0.00842871 -0.0750014 -0.075002 -0.0750012 -0.0750011 -0.0750012 internal_weight=0.0263289 0.0116853 0.00334475 0.00834053 0.00730095 0.00575967 internal_count=1213 1196 147 1049 976 715 is_linear=0 shrinkage=0.1 Tree=477 num_leaves=7 num_cat=0 split_feature=21 21 21 10 13 4 split_gain=0.170082 0.202901 0.41377 0.14888 0.315126 0.202715 threshold=0.11311668870000001 0.32197624670000008 0.37052061300000005 30.500000000000004 49191.500000000007 2341.0000000000005 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 5 -5 -4 right_child=1 2 3 4 -6 -7 leaf_value=0.040381955131846226 -0.026602816579354628 0.074166114844863781 -0.0022319864853363783 0.050786542059858331 -0.069775260846058382 0.018877326967416088 leaf_weight=1.0321437831589717 2.8222235608845949 0.76123076677322388 31.906084501650184 0.29868185688974225 0.79085869196569547 5.3057408591557751 leaf_count=23 21 6 587 107 98 371 internal_value=0.000279361 -0.000708865 0.00116194 -0.000289 -0.036725 0.000777824 internal_weight=42.917 41.8848 39.0626 38.3014 1.08954 37.2118 internal_count=1213 1190 1169 1163 205 958 is_linear=0 shrinkage=0.1 Tree=478 num_leaves=7 num_cat=0 split_feature=20 19 21 21 21 20 split_gain=0.171959 0.662033 0.826321 0.618081 0.458808 1.22162 threshold=0.79454162265000006 0.98495817490000015 0.18603110280000004 0.9123116092500001 0.5401222668500002 0.67806301170000005 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=-0.059000894115427353 0.022329737284473294 0.10855537455411574 0.0006717987305672209 -0.10946973168223791 0.028316082227196657 -0.12093171052611265 leaf_weight=2.5549948372863582 3.0232896059751502 0.52652180194854636 21.610184862947808 0.50325770676135917 5.4708552733063689 0.85895611345767875 leaf_count=30 13 1 1137 4 23 5 internal_value=-0.000452025 -0.00263684 -0.0045255 0.000367903 0.00234631 -0.00397689 internal_weight=34.5481 31.5248 30.9982 28.4433 27.94 22.4691 internal_count=1213 1200 1199 1169 1165 1142 is_linear=0 shrinkage=0.1 Tree=479 num_leaves=7 num_cat=0 split_feature=21 21 20 21 21 19 split_gain=0.149381 0.595335 0.888723 0.247201 0.56335 1.08247 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.57223969770000005 0.22326373405000002 0.4731715009000001 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=-0.099621666209686821 -0.03089896180995616 0.064200622747284039 -0.10391956104254513 -0.029068151534659067 0.032154401644040868 0.0013449370649596829 leaf_weight=1.0971514340794781 1.5062725320458401 1.4475664868950833 0.82295480184256931 2.5674818977713576 5.6631561219692221 32.990867590120615 leaf_count=25 10 6 9 11 22 1130 internal_value=7.38759e-05 0.00112017 -0.000996418 0.00100509 0.00294748 -0.00190476 internal_weight=46.0955 44.5892 43.1416 42.3187 39.7512 34.088 internal_count=1213 1203 1197 1188 1177 1155 is_linear=0 shrinkage=0.1 Tree=480 num_leaves=7 num_cat=0 split_feature=19 0 20 8 4 4 split_gain=0.0136554 1.57071e-13 1.07607e-13 4.84248e-14 5.92972e-14 3.41185e-14 threshold=1.0000000180025095e-35 0.00013200000000000004 0.15581312665000005 6.6497773292219176 10109.000000000002 267.00000000000006 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 5 -5 -3 right_child=1 3 -4 4 -6 -7 leaf_value=0.075004066400223279 -0.075002694531955461 -0.075001313712552475 -0.075001476559290764 -0.075002048224012352 -0.075001000121534156 -0.075000779740867218 leaf_weight=0.013837004735250957 0.0011824640760096372 0.0017358256845909636 0.0018765235427053994 0.001037483920839577 0.0011252491754021321 0.0038519279443818277 leaf_count=17 74 179 70 146 99 628 internal_value=0.00921456 -0.0750013 -0.0750019 -0.0750011 -0.0750015 -0.0750009 internal_weight=0.0246465 0.0108095 0.00305899 0.00775049 0.00216273 0.00558775 internal_count=1213 1196 144 1052 245 807 is_linear=0 shrinkage=0.1 Tree=481 num_leaves=7 num_cat=0 split_feature=21 19 19 21 19 20 split_gain=0.157633 0.193983 0.36336 0.219826 0.854203 0.822367 threshold=0.11311668870000001 0.79701102020000014 0.63319291535000011 0.37052061300000005 0.3090768229000001 0.46962729790000007 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=0.039232964724906984 -0.031440590336646951 0.035394545717540894 -0.045399666621571216 -0.085259748731456156 0.054247129556164675 0.00047240413199275819 leaf_weight=1.0183973438397513 2.078013489022851 1.4464240986853827 1.8311936371028412 1.1589525789022443 2.881438970565795 32.34864823819953 leaf_count=23 15 12 13 5 20 1125 internal_value=0.00036153 -0.000586772 -0.00187825 0.000193554 0.00200004 -0.00249288 internal_weight=42.7631 41.7447 40.2982 38.4671 36.389 33.5076 internal_count=1213 1190 1178 1165 1150 1130 is_linear=0 shrinkage=0.1 Tree=482 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 19 split_gain=0.166706 0.614045 0.599344 0.589581 0.556157 0.510243 threshold=0.39953208990000005 0.4731715009000001 0.98495817490000015 0.37052061300000005 0.58032089740000015 0.76768386320000015 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=-0.016936126888895994 0.060206564633298647 -0.035895034243434584 0.10617860119238415 0.041302841303772465 -9.905599914757615e-06 -0.092265211004029957 leaf_weight=5.1399398424837273 1.7396737113595007 4.5539423301815987 0.5113750696182241 3.3269463703036308 18.338869454804826 0.61976718157529731 leaf_count=47 6 18 1 11 1127 3 internal_value=-0.000333912 0.00259949 -0.00106465 -0.00310796 0.00359191 -0.00302578 internal_weight=34.2305 29.0906 27.3509 26.8395 22.2856 18.9586 internal_count=1213 1166 1160 1159 1141 1130 is_linear=0 shrinkage=0.1 Tree=483 num_leaves=7 num_cat=0 split_feature=7 0 4 10 6 0 split_gain=0.142758 0.483455 0.452495 0.343103 0.368575 0.306955 threshold=76.312063781707536 31.825229500000003 274.00000000000006 42.500000000000007 119.58415637860081 25.140853500000002 decision_type=10 10 10 10 10 10 left_child=5 2 -2 4 -4 -1 right_child=1 -3 3 -5 -6 -7 leaf_value=0.0031112058980379072 0.045904905435635003 0.051031748790378542 -0.082351185416933662 0.04887328168310185 0.011958627522086243 -0.050392827936709052 leaf_weight=40.437248493474499 0.5851705521345133 0.82744883000850666 2.0032845477708188 0.30848990485537786 0.5224680395820086 1.1014720140374255 leaf_count=791 6 10 173 94 38 101 internal_value=-9.29827e-05 -0.0175564 -0.0341537 -0.050683 -0.0628426 0.00169245 internal_weight=45.7856 4.24686 3.41941 2.83424 2.52575 41.5387 internal_count=1213 321 311 305 211 892 is_linear=0 shrinkage=0.1 Tree=484 num_leaves=7 num_cat=0 split_feature=19 0 20 8 4 5 split_gain=0.0128 1.25244e-13 8.6572e-14 3.85473e-14 2.69528e-14 9.29248e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 0.15581312665000005 6.6497773292219176 267.00000000000006 2815.0000000000005 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=0.075003899525388107 -0.07500250236373468 -0.075001217094062364 -0.075001366736223984 -0.075001393695002153 -0.075000612518795348 -0.075000959029359784 leaf_weight=0.013205791066866368 0.0010976181361002091 0.001606316576271638 0.0017282402950513642 0.0020062658764175012 0.0024159409931172604 0.0011387320454474548 leaf_count=17 74 179 70 245 466 162 internal_value=0.010388 -0.0750012 -0.0750018 -0.075001 -0.0750009 -0.0750007 internal_weight=0.0231989 0.00999311 0.00282586 0.00716726 0.00516099 0.00355467 internal_count=1213 1196 144 1052 807 628 is_linear=0 shrinkage=0.1 Tree=485 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.156413 0.18327 0.35758 0.310348 0.730535 0.758441 threshold=0.11311668870000001 0.32197624670000008 0.37052061300000005 0.63319291535000011 0.3090768229000001 0.46962729790000007 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=0.039449060671858813 -0.025386115035827456 0.06847915696068245 -0.084445270715499773 -0.041539669439186543 0.049700012293674427 0.00043981119545590626 leaf_weight=1.0043342348071744 2.7601716127246618 0.77607142925262451 1.0880651324987409 1.7243789471685875 2.9362513348460189 32.283765467989724 leaf_count=23 21 6 5 13 20 1125 internal_value=0.000453647 -0.000488514 0.00128227 -8.89134e-05 0.00187971 -0.00232781 internal_weight=42.573 41.5687 38.8085 38.0325 36.3081 33.3718 internal_count=1213 1190 1169 1163 1150 1130 is_linear=0 shrinkage=0.1 Tree=486 num_leaves=7 num_cat=0 split_feature=20 20 21 21 20 21 split_gain=0.159684 0.705806 0.307189 0.729793 0.856754 0.794899 threshold=0.090231592850000014 0.15581312665000005 0.21861127385000004 0.34062051785000008 0.44432163585000006 0.41913016440000006 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=0.045047273795917865 -0.094852912457388319 0.027652294019664084 -0.058299152343656117 0.043658998783336775 -0.10417178961380746 -0.0021544063445740644 leaf_weight=0.76049881348444615 0.7872544452548027 3.8091316483914852 2.1719205006957054 4.1596158146858215 0.7919989749789238 21.430187849357036 leaf_count=20 6 14 11 15 4 1143 internal_value=-0.000258724 -0.00129809 0.00097771 -0.00258074 0.00200636 -0.00579031 internal_weight=33.9106 33.1501 32.3629 28.5537 26.3818 22.2222 internal_count=1213 1193 1187 1173 1162 1147 is_linear=0 shrinkage=0.1 Tree=487 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.158877 0.496458 0.448011 0.363673 1.10763 0.780897 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 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=-0.018033279241075742 0.059443078878024649 -0.052010153231980695 0.027775527565640935 -0.087494765048984804 0.065441637255553783 -0.0018577525675520638 leaf_weight=4.5179573387924847 1.4379960820078848 1.6117300372570751 4.7257244661450386 1.4451379552483556 1.8297014832496641 29.883293002962095 leaf_count=38 6 12 22 8 7 1120 internal_value=-0.000237189 0.00172702 -0.00037437 0.00182242 -0.00187644 0.00202513 internal_weight=45.4515 40.9336 39.4956 37.8839 33.1581 31.713 internal_count=1213 1175 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=488 num_leaves=7 num_cat=0 split_feature=19 0 20 8 4 5 split_gain=0.0120729 1.03827e-13 7.22534e-14 3.09748e-14 2.14342e-14 7.46343e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 0.15581312665000005 6.6497773292219176 267.00000000000006 2815.0000000000005 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=0.075003767040730362 -0.075002347090763574 -0.075001129019450413 -0.075001269608925225 -0.075001294703711988 -0.075000568997832681 -0.075000891160610747 leaf_weight=0.012744763298542239 0.0010253458394799964 0.0014910189122474549 0.0015834738151170313 0.0018641575497895246 0.0022442751301383623 0.0010581083594871643 leaf_count=17 74 179 70 245 466 162 internal_value=0.0118538 -0.0750012 -0.0750017 -0.0750009 -0.0750008 -0.0750007 internal_weight=0.0220111 0.00926638 0.00260882 0.00665756 0.0047934 0.00330238 internal_count=1213 1196 144 1052 807 628 is_linear=0 shrinkage=0.1 Tree=489 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 20 split_gain=0.161614 0.211113 0.231295 0.434867 0.299004 0.669013 threshold=0.90678400470000009 0.77356890670000011 0.84483228280000011 0.76348215705000011 0.34051073370000001 0.31581084365000006 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=0.0010098579092289338 0.039960521136029117 -0.031700040706373896 0.049269117763862572 -0.065133149078540675 0.030592885561204281 -0.093875817269246403 leaf_weight=33.313848656413029 1.0116133838891972 2.0600741170346728 0.97378621250390907 1.0008305758237828 3.260295193642377 0.76002821512520213 leaf_count=1152 7 12 7 6 26 3 internal_value=0.000470649 -0.000495017 0.00114036 -8.22075e-05 0.00166164 -0.0011066 internal_weight=42.3805 41.3689 39.3088 38.335 37.3342 34.0739 internal_count=1213 1206 1194 1187 1181 1155 is_linear=0 shrinkage=0.1 Tree=490 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 20 split_gain=0.170594 0.517068 0.17581 0.627764 0.588154 0.65583 threshold=0.79454162265000006 0.76348215705000011 0.62523871355000005 0.32197624670000008 0.9123116092500001 0.44432163585000006 decision_type=10 10 10 8 10 8 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.041075574168779168 0.023071231498676861 -0.089267752808602899 0.022603274824095021 0.042060362749892076 -0.10618479842852704 -0.0024074111655531141 leaf_weight=3.7217388334465795 2.8919157460331908 0.66928453370928664 2.9917596727609626 4.0322003737092018 0.48165857046842475 18.689900050871092 leaf_count=35 13 3 12 16 4 1130 internal_value=-0.000143906 -0.00233887 -0.000394163 -0.00294947 0.00316572 0.00548372 internal_weight=33.4785 30.5865 29.9173 26.9255 23.2038 22.7221 internal_count=1213 1200 1197 1185 1150 1146 is_linear=0 shrinkage=0.1 Tree=491 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.150295 0.488181 0.861913 0.238164 0.416524 0.428071 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.86261934210000013 0.76768386320000015 0.60557055170000018 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=0.0036189607998338615 -0.032349692638919847 0.060826905759872853 -0.10384284644472873 -0.032593327396142957 0.059834119586838409 -0.0377134138969972 leaf_weight=35.479459496684512 1.4206912945955981 1.3098116852343071 0.80198041535913844 2.0282113179564467 1.2294990420341481 2.6961505673825732 leaf_count=1162 10 6 9 7 5 14 internal_value=-0.000342249 0.000702017 -0.00116259 0.000824881 0.00254494 0.000699864 internal_weight=44.9658 43.5451 42.2353 41.4333 39.4051 38.1756 internal_count=1213 1203 1197 1188 1181 1176 is_linear=0 shrinkage=0.1 Tree=492 num_leaves=7 num_cat=0 split_feature=19 0 19 8 4 5 split_gain=0.0111556 8.07488e-14 3.5479e-14 2.47632e-14 1.696e-14 6.02708e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 0.26668451185000003 6.6497773292219176 267.00000000000006 2480.5000000000005 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=0.075003482494216511 -0.075001997019288558 -0.075001045793924914 -0.075001223106206619 -0.075001200882885602 -0.075000521293653158 -0.075000816054409711 leaf_weight=0.011748627861379646 0.0010564632671048457 0.0013815400154726376 0.0013484336914189043 0.0017307082588615685 0.001997146080000789 0.001062900097366537 leaf_count=17 83 179 61 245 446 182 internal_value=0.0117038 -0.0750011 -0.0750016 -0.0750009 -0.0750008 -0.0750006 internal_weight=0.0203258 0.00857719 0.0024049 0.00617229 0.00444159 0.00306005 internal_count=1213 1196 144 1052 807 628 is_linear=0 shrinkage=0.1 Tree=493 num_leaves=7 num_cat=0 split_feature=15 14 16 21 19 21 split_gain=0.15131 0.365718 0.296846 0.146982 0.188426 0.326596 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.11311668870000001 0.79701102020000014 0.32197624670000008 decision_type=10 10 10 8 10 8 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.039895897375177368 -0.077105511021072021 0.082898539714807234 0.06889359801084996 -0.039752490340521175 0.03646883619616454 0.001576661552252904 leaf_weight=0.98184560508525465 0.95776224884320871 0.22864036029204715 0.1629557769629173 2.0176451969891787 1.4229205474257458 36.531577628542436 leaf_count=13 92 10 88 15 12 983 internal_value=0.000585939 -0.0323622 -0.0558768 0.00167152 0.000732604 -0.000586484 internal_weight=42.3033 1.34936 1.12072 40.954 39.9721 38.5492 internal_count=1213 190 180 1023 1010 998 is_linear=0 shrinkage=0.1 Tree=494 num_leaves=7 num_cat=0 split_feature=5 5 0 5 4 4 split_gain=0.155628 0.267364 0.160264 0.543263 0.202562 0.380455 threshold=59.000000000000007 63.000000000000007 0.0012590000000000001 108.50000000000001 126.00000000000001 168.50000000000003 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=-0.075785085549504846 0.082370838140442923 0.032717654363920684 -0.077731066344476532 0.080712051738300483 -0.079520002440398294 0.00092725440520509113 leaf_weight=0.27104307879926537 0.39221729338168998 1.3751915780958359 0.92319009068887936 0.30886795371771114 0.59991797897964971 29.271861219003767 leaf_count=118 2 21 100 2 29 941 internal_value=-0.000320887 0.000301361 -0.000689711 -0.00216675 0.000144674 -0.000688376 internal_weight=33.1423 32.8712 32.479 31.1038 30.1806 29.8718 internal_count=1213 1095 1093 1072 972 970 is_linear=0 shrinkage=0.1 Tree=495 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.15112 0.418249 0.390612 0.339376 0.954432 0.697625 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.017949640801739952 0.056628012795543317 -0.050768553289196605 0.027151442380926427 -0.085982730487347073 0.0036819401744935033 -0.10399633234159732 leaf_weight=4.3859176327316618 1.3353039547801016 1.474894670769572 4.5955656711012125 1.2955851033329961 30.970644786166307 0.61360067501664062 leaf_count=38 6 12 22 8 1124 3 internal_value=-0.000322133 0.00159698 -0.000289603 0.00169706 -0.00186066 0.00159003 internal_weight=44.6715 40.2856 38.9503 37.4754 32.8798 31.5842 internal_count=1213 1175 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=496 num_leaves=7 num_cat=0 split_feature=19 0 20 7 9 2 split_gain=0.0105784 6.76022e-14 3.02863e-14 1.79457e-14 1.81582e-14 1.5276e-14 threshold=1.0000000180025095e-35 0.00013200000000000004 0.24640452245000002 75.501263797546372 7.0621109566188442 3.5000000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075003441760984835 -0.075001849155473421 -0.075000963639475393 -0.075001111026134382 -0.075000472848512606 -0.075001145680971715 -0.07500048178934049 leaf_weight=0.011538753547938541 0.0010530241356718761 0.0013906482236052398 0.0011774547488130338 0.0012354517385944064 0.0018283416625024529 0.0012487392280604581 leaf_count=17 83 188 61 399 210 255 internal_value=0.013887 -0.075001 -0.0750015 -0.0750008 -0.0750009 -0.0750007 internal_weight=0.0194724 0.00793366 0.00223048 0.00570318 0.00446773 0.00263939 internal_count=1213 1196 144 1052 653 443 is_linear=0 shrinkage=0.1 Tree=497 num_leaves=7 num_cat=0 split_feature=19 21 21 19 20 0 split_gain=0.159355 0.463987 0.213556 0.233792 0.190904 0.171452 threshold=0.39953208990000005 0.64326956145000014 0.32197624670000008 0.86261934210000013 0.69019084205000014 0.06754300000000002 decision_type=8 10 8 10 10 8 left_child=1 -1 -2 4 5 -4 right_child=2 -3 3 -5 -6 -7 leaf_value=0.049725513933288841 -0.028806898512345427 -0.017919554533546305 -0.0081181847832329408 0.057994107114734753 -0.046769463927371663 0.0064491545773429325 leaf_weight=2.259195972015732 2.6432268992066383 1.8396984189748762 13.351695587974971 0.69720231741666694 0.86908893287181754 20.460835103440331 leaf_count=35 18 12 329 5 5 809 internal_value=0.000631047 0.0193645 -0.00138848 0.00066001 -0.000492574 0.000696888 internal_weight=42.1209 4.09889 38.022 35.3788 34.6816 33.8125 internal_count=1213 47 1166 1148 1143 1138 is_linear=0 shrinkage=0.1 Tree=498 num_leaves=7 num_cat=0 split_feature=0 4 3 6 0 0 split_gain=0.153355 0.276488 0.381644 0.43429 0.283884 0.477673 threshold=60.179807500000003 56582.000000000007 54.500000000000007 126.45934330626362 8.0202915000000008 0.084130500000000011 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=0.0014499217647028005 0.049884796616133334 -0.067323749613455275 0.076842230283384078 -0.080722841269710743 0.024377908056482878 -0.038678456701603338 leaf_weight=22.661488590576496 0.59261883934959669 0.62481518066488106 0.63099601969588448 0.68046785740443638 4.1425876882858566 3.4131684766907702 leaf_count=453 14 34 43 45 116 508 internal_value=-0.000522671 -0.00145173 -0.000146319 -0.00171859 6.05256e-05 -0.00380288 internal_weight=32.7461 32.1535 31.5287 30.8977 30.2172 26.0747 internal_count=1213 1199 1165 1122 1077 961 is_linear=0 shrinkage=0.1 Tree=499 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.136435 0.457429 0.785815 0.210956 0.874477 0.284871 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.60557055170000018 0.68175770400000013 0.86261934210000013 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=0.018066866069998366 -0.031062700902374604 0.059989573594470602 -0.10200283330490961 -0.086849708867125799 0.032792180340339511 -0.0018290947299196198 leaf_weight=6.0605383377596809 1.3892755694687355 1.2662421651184548 0.75661404989659686 1.1776806861162183 2.5730185024440289 31.137680057401667 leaf_count=45 10 6 9 9 10 1124 internal_value=-0.000219455 0.000777705 -0.00102006 0.000845806 -0.0021457 0.000813425 internal_weight=44.361 42.9718 41.7055 40.9489 34.8884 33.7107 internal_count=1213 1203 1197 1188 1143 1134 is_linear=0 shrinkage=0.1 Tree=500 num_leaves=7 num_cat=0 split_feature=19 0 19 7 9 2 split_gain=0.00997689 5.24641e-14 1.96833e-14 1.47061e-14 1.57192e-14 1.22341e-14 threshold=1.0000000180025095e-35 0.00013200000000000004 0.33176430915000005 75.501263797546372 7.0621109566188442 3.5000000000000004 decision_type=8 10 10 10 10 10 left_child=-1 2 -2 4 5 -3 right_child=1 3 -4 -5 -6 -7 leaf_value=0.075003358622995286 -0.075001652804677563 -0.075000892262884436 -0.075001034594321725 -0.075000437931455888 -0.075001077080030509 -0.075000444000647204 leaf_weight=0.011193645957973786 0.0010519957365886503 0.0012899653538624989 0.0010089788970617519 0.0011440593921037134 0.0016941747372811733 0.001153100188503231 leaf_count=17 89 188 55 399 210 255 internal_value=0.0155851 -0.0750009 -0.0750014 -0.0750008 -0.0750008 -0.0750007 internal_weight=0.0185359 0.00734227 0.00206097 0.0052813 0.00413724 0.00244307 internal_count=1213 1196 144 1052 653 443 is_linear=0 shrinkage=0.1 Tree=501 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.153538 0.229058 0.367682 0.547712 0.49593 0.794877 threshold=43.150867500000011 30.014669000000001 8.0202915000000008 6.9640760000000013 4.6811795000000016 467.50000000000006 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=-0.0047245869524738145 -0.037876060199162842 0.033263790728895182 -0.035630245271219115 0.081472769926777044 -0.054350307048065073 0.03352506436575755 leaf_weight=26.797494309357717 1.0171437301905815 2.145350798033177 2.7381936153687993 0.85478730010799964 1.5768861199903756 6.8147202172549433 leaf_count=333 29 77 91 18 85 580 internal_value=0.000502308 0.0014561 -0.00030344 0.00238028 0.000459023 0.00303035 internal_weight=41.9446 40.9274 38.7821 36.0439 35.1891 33.6122 internal_count=1213 1184 1107 1016 998 913 is_linear=0 shrinkage=0.1 Tree=502 num_leaves=7 num_cat=0 split_feature=4 4 3 4 4 6 split_gain=0.156302 0.506462 0.529096 0.511164 0.405992 0.279678 threshold=5882.0000000000009 2306.5000000000005 9.5000000000000018 979.50000000000011 23338.500000000004 84.963522692669201 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 5 -2 right_child=4 -3 -4 -5 -6 -7 leaf_value=-0.001152879350954127 -0.047106084130984133 -0.072250107260771732 0.057999641102498771 -0.07643204486984008 -0.019741796398832327 0.053852948439250661 leaf_weight=24.525880352270189 0.3110398218268523 1.0230460303027928 1.4590003024059104 0.93644972494803269 1.7895164649271462 2.3286912709008902 leaf_count=500 62 166 61 162 85 177 internal_value=-0.000423712 -0.00319005 -0.000565672 -0.00392149 0.0170292 0.0419569 internal_weight=32.3736 27.9444 26.9213 25.4623 4.42925 2.63973 internal_count=1213 889 723 662 324 239 is_linear=0 shrinkage=0.1 Tree=503 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 20 split_gain=0.141567 0.376939 0.370342 0.336988 0.977868 0.266135 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.13005968095000003 0.3090768229000001 0.62523871355000005 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=-0.01732044982273848 0.055398705979839036 -0.050005742023770741 -0.066838327576270895 0.073453881863330558 -0.028852268961832486 0.0020924200269770159 leaf_weight=4.3408232357198813 1.2655425816774366 1.4298223908990619 0.70054154843091965 1.8780415039509533 3.0488226264715195 31.433983993556467 leaf_count=38 6 12 4 8 15 1130 internal_value=-0.000173272 0.00169894 -6.66456e-05 0.00186 0.00318356 -0.000643577 internal_weight=44.0976 39.7568 38.4912 37.0614 36.3608 34.4828 internal_count=1213 1175 1169 1157 1153 1145 is_linear=0 shrinkage=0.1 Tree=504 num_leaves=6 num_cat=0 split_feature=20 4 7 9 2 split_gain=0.00928149 3.98167e-14 1.16625e-14 9.67065e-15 1.13728e-14 threshold=1.0000000180025095e-35 126.00000000000001 75.501263797546372 7.0621109566188442 3.5000000000000004 decision_type=8 10 10 10 10 left_child=-1 -2 3 4 -3 right_child=1 2 -4 -5 -6 leaf_value=0.075003220259473841 -0.075001231703457544 -0.075000857954567582 -0.075000398300929041 -0.07500096973386694 -0.07500040570724939 leaf_weight=0.010629046388203278 0.0019356428310857146 0.0011727490301609578 0.0010411601315780672 0.0015338899260370908 0.0010574075724036902 leaf_count=17 147 185 399 210 255 internal_value=0.0167902 -0.0750008 -0.0750007 -0.0750008 -0.0750006 internal_weight=0.0173699 0.00674085 0.00480521 0.00376405 0.00223016 internal_count=1213 1196 1049 650 440 is_linear=0 shrinkage=0.1 Tree=505 num_leaves=7 num_cat=0 split_feature=19 21 21 21 20 19 split_gain=0.159684 0.405387 0.179557 0.199429 0.196569 0.286027 threshold=0.39953208990000005 0.64326956145000014 0.32197624670000008 0.41913016440000006 0.4919716118500001 0.54914982370000009 decision_type=8 10 8 8 10 10 left_child=1 -1 -2 -4 5 -5 right_child=2 -3 3 4 -6 -7 leaf_value=0.047549425284895613 -0.026889667583371663 -0.01602681728080229 0.053233392672006365 -0.00034457849044625951 -0.032839746759622986 0.059369511154034785 leaf_weight=2.2695773725499748 2.5754353944212198 1.7971211224794386 0.70196568965911865 31.628340744238812 1.793378323316573 0.82301940023898978 leaf_count=35 18 12 6 1123 12 7 internal_value=0.000632384 0.0194543 -0.00140757 0.000470366 -0.000611197 0.00116987 internal_weight=41.5888 4.0667 37.5221 34.9467 34.2447 32.4514 internal_count=1213 47 1166 1148 1142 1130 is_linear=0 shrinkage=0.1 Tree=506 num_leaves=7 num_cat=0 split_feature=20 19 21 20 20 21 split_gain=0.146233 0.551822 0.848937 0.474966 0.742553 0.89111 threshold=0.79454162265000006 0.98495817490000015 0.11311668870000001 0.67806301170000005 0.62523871355000005 0.21861127385000004 decision_type=10 10 8 10 10 8 left_child=1 2 -1 4 5 -4 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.13405167143953609 0.021292688975825719 0.1028585412211287 -0.09529739368652973 -0.053971971600551019 0.065102892329969256 0.00057649321445142827 leaf_weight=0.49704655646564788 2.7810402140021315 0.48689422011375327 1.0106537565588949 1.6679843962192524 1.6938734799623478 23.785775527852842 leaf_count=22 13 1 6 8 5 1158 internal_value=-0.000616527 -0.00270732 -0.00450103 -0.00221422 0.00104475 -0.00333114 internal_weight=31.9233 29.1422 28.6553 28.1583 26.4903 24.7964 internal_count=1213 1200 1199 1177 1169 1164 is_linear=0 shrinkage=0.1 Tree=507 num_leaves=7 num_cat=0 split_feature=7 19 19 19 21 19 split_gain=0.134725 0.143804 0.710543 0.828282 0.365233 0.237459 threshold=81.559319555350342 0.49158705255000007 0.60557055170000018 0.68175770400000013 0.49659266935000007 0.86261934210000013 decision_type=10 8 8 8 10 8 left_child=1 4 -3 -4 -1 -5 right_child=-2 2 3 5 -6 -7 leaf_value=-0.043770807625813424 -0.041236541169525159 0.061534397163023703 -0.085859305373435793 0.030399072674547934 0.0052268117159177873 -3.9805349105232037e-05 leaf_weight=2.431738522247656 0.78408769797533651 1.9643182754516599 1.0954811889678238 2.7969963662326336 4.0634599402546883 30.621725589951893 leaf_count=32 34 9 9 12 24 1093 internal_value=-0.000157919 0.000591591 0.00303255 -0.000296981 -0.0131174 0.00250779 internal_weight=43.7578 42.9737 36.4785 34.5142 6.4952 33.4187 internal_count=1213 1179 1123 1114 56 1105 is_linear=0 shrinkage=0.1 Tree=508 num_leaves=6 num_cat=0 split_feature=19 0 8 4 7 split_gain=0.00866998 3.53714e-14 8.41644e-15 6.98226e-15 1.23014e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 6.6497773292219176 267.00000000000006 72.574115243008023 decision_type=8 10 10 10 10 left_child=-1 -2 3 -3 -5 right_child=1 2 -4 4 -6 leaf_value=0.075003087639030311 -0.075001165288007987 -0.075000769436039325 -0.075000858854416375 -0.075000520439119561 -0.07500037112819645 leaf_weight=0.010058160783955827 0.0017653347920258957 0.0010161521665850159 0.0012358684144118115 0.0012239392307833441 0.0010044970667735242 leaf_count=17 144 179 245 272 356 internal_value=0.0175389 -0.0750008 -0.0750006 -0.0750006 -0.0750005 internal_weight=0.016304 0.00624579 0.00448046 0.00324459 0.00222844 internal_count=1213 1196 1052 807 628 is_linear=0 shrinkage=0.1 Tree=509 num_leaves=7 num_cat=0 split_feature=15 14 16 0 0 4 split_gain=0.150983 0.319496 0.266242 0.144612 0.859081 0.79907 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.044599000000000007 0.041996000000000006 156.00000000000003 decision_type=10 10 8 8 10 10 left_child=3 2 -2 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.024002608363214221 -0.077061328878290078 0.081511431018325892 0.068755412440826114 0.004967060878036801 -0.10360411839055328 -0.039470089307420651 leaf_weight=5.3549146801233256 0.88367804215522361 0.20073732099262986 0.14588877963251445 30.889972744567785 0.87428161501884538 3.1502077938275761 leaf_count=106 92 10 88 751 5 161 internal_value=0.00061065 -0.0338976 -0.0563992 0.00166494 -0.00921021 0.00049299 internal_weight=41.4997 1.2303 1.02957 40.2694 9.3794 8.50512 internal_count=1213 190 180 1023 272 267 is_linear=0 shrinkage=0.1 Tree=510 num_leaves=7 num_cat=0 split_feature=5 5 4 3 2 0 split_gain=0.143267 0.247728 0.145445 0.448308 0.420816 0.379774 threshold=59.000000000000007 63.000000000000007 126.00000000000001 3.5000000000000004 3.5000000000000004 20.176897000000004 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 5 -5 -4 right_child=1 2 3 4 -6 -7 leaf_value=-0.075729199731825458 0.081793393289594396 0.027533429449466185 -0.070393365814407902 0.086503654716323874 -0.00046559867733394491 0.0061064216207495992 leaf_weight=0.25159392718342388 0.36626932024956005 1.6968284454196716 1.6921263869735441 0.56853055953979748 26.003369276155354 1.0526293627917764 leaf_count=118 2 31 163 2 861 36 internal_value=-0.000568706 3.39098e-05 -0.00093167 -0.00257921 0.00139519 -0.0410553 internal_weight=31.6313 31.3798 31.0135 29.3167 26.5719 2.74476 internal_count=1213 1095 1093 1062 863 199 is_linear=0 shrinkage=0.1 Tree=511 num_leaves=7 num_cat=0 split_feature=5 4 4 4 5 0 split_gain=0.125581 0.769968 1.16974 0.399943 0.721365 0.51321 threshold=63.000000000000007 163.00000000000003 109.00000000000001 115.00000000000001 76.000000000000014 0.03899650000000001 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=0.028449391540166943 0.038308133749929779 0.031613785867106996 -0.088907237997437327 -0.083777955012374103 0.036038779044324926 -0.0028734365250658888 leaf_weight=1.3979482315480702 2.7990480661392203 2.2756991498172283 2.1641711592674255 1.0214172955602396 3.8206344356264017 30.029399380287373 leaf_count=16 28 32 72 25 183 857 internal_value=-0.00017557 -0.013823 -0.0428508 0.00193938 -0.000979851 0.00151856 internal_weight=43.5083 5.83782 3.56212 37.6705 34.8715 33.85 internal_count=1213 120 88 1093 1065 1040 is_linear=0 shrinkage=0.1 Tree=512 num_leaves=5 num_cat=0 split_feature=19 0 8 4 split_gain=0.00817812 2.78384e-14 6.07544e-15 4.9509e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 6.6497773292219176 327.00000000000006 decision_type=8 10 10 10 left_child=-1 -2 3 -3 right_child=1 2 -4 -5 leaf_value=0.075003063111006185 -0.075001075054995758 -0.075000692613352182 -0.075000783355957529 -0.075000420806499934 leaf_weight=0.0098163078000652604 0.0016290569056991453 0.0010105843369956347 0.0011424370836436992 0.0019893574681262294 leaf_count=17 144 203 245 604 internal_value=0.0194635 -0.0750007 -0.0750006 -0.0750005 internal_weight=0.0155877 0.00577144 0.00414238 0.00299994 internal_count=1213 1196 1052 807 is_linear=0 shrinkage=0.1 Tree=513 num_leaves=7 num_cat=0 split_feature=8 8 8 6 6 9 split_gain=0.148122 0.264508 0.330485 0.297917 0.299417 0.829933 threshold=7.2680146144134401 6.9212323110712397 6.7932115067562515 123.27836675349852 83.77714566791245 6.297511454638026 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=0.0039825620411382502 -0.030258778638453106 0.058318399139666945 -0.055434867197374775 0.037397425663758359 -0.056287097540114496 0.018168171674512994 leaf_weight=29.635131889946933 1.5006641013605975 0.80964046582812343 1.0259046518040111 2.2475089493091209 3.1162753021344534 2.8813485073624179 leaf_count=527 83 61 53 90 50 349 internal_value=0.000581208 0.0017465 0.000569232 0.00208598 -0.000141261 -0.0205177 internal_weight=41.2165 39.7158 38.9062 37.8803 35.6328 5.99762 internal_count=1213 1130 1069 1016 926 399 is_linear=0 shrinkage=0.1 Tree=514 num_leaves=7 num_cat=0 split_feature=0 3 0 4 4 8 split_gain=0.158908 0.475984 0.355715 0.187456 0.33946 0.366527 threshold=0.004088500000000001 1.5000000000000002 0.00013200000000000004 126.00000000000001 168.50000000000003 4.4479945522337943 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=-0.043865736700801787 -0.077751356537630711 0.080212390540839298 0.04328314516524373 -0.079113249069621333 0.043652547412467796 -0.0028383479236197811 leaf_weight=0.61017448385246398 0.82033959445834881 0.28503318130970257 2.0151515735142311 0.54951498936862009 1.8175012739375258 25.321021625468347 leaf_count=65 154 2 30 29 43 890 internal_value=-0.000524152 -0.0026716 0.0230281 -0.00046981 -0.00130039 0.000275206 internal_weight=31.4187 28.7934 2.62533 27.9731 27.688 27.1385 internal_count=1213 1118 95 964 962 933 is_linear=0 shrinkage=0.1 Tree=515 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 2 split_gain=0.139149 1.01202 0.734833 0.939153 1.03085 0.758001 threshold=0.030394000000000001 0.034740000000000007 0.037647000000000007 0.044599000000000007 0.054523500000000009 1.5000000000000002 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=-0.014584616639543755 0.10872497044798278 -0.090271339659974803 0.065621176425842059 -0.085375981791793051 0.054946406299236861 -0.003071313636123541 leaf_weight=5.8052034186566734 0.86876806797954387 0.88925662801193439 2.1630068945669327 1.4320550915408592 2.4373352155089369 29.598079743262133 leaf_count=237 7 19 23 32 31 864 internal_value=-0.000180362 0.00205614 -0.0004814 0.00175955 -0.00236783 0.00134282 internal_weight=43.1937 37.3885 36.5197 35.6305 33.4675 32.0354 internal_count=1213 976 969 950 927 895 is_linear=0 shrinkage=0.1 Tree=516 num_leaves=5 num_cat=0 split_feature=19 0 7 6 split_gain=0.00761274 2.31143e-14 5.38458e-15 6.13875e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 74.393558518384665 83.967136629216796 decision_type=8 10 10 10 left_child=-1 -2 3 -3 right_child=1 2 -4 -5 leaf_value=0.075002888061226666 -0.07500100393071879 -0.075000500137331519 -0.075000382809602834 -0.075000820778032759 leaf_weight=0.0092051005049142987 0.0015175266870528512 0.0014671333750300164 0.0013578861344925031 0.0010068887664829163 leaf_count=17 144 378 503 171 internal_value=0.01987 -0.0750007 -0.0750005 -0.0750006 internal_weight=0.0145545 0.00534943 0.00383191 0.00247402 internal_count=1213 1196 1052 549 is_linear=0 shrinkage=0.1 Tree=517 num_leaves=7 num_cat=0 split_feature=10 11 0 2 5 5 split_gain=0.155344 0.24776 0.157039 0.254378 0.405127 0.34771 threshold=30.500000000000004 12.500000000000002 43.150867500000011 9.5000000000000018 3085.5000000000005 141641.50000000003 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0019515785729688814 -0.061945268326480042 0.075954970651749165 -0.037704375699031234 0.035607319852548745 -0.055722731598883558 -0.07647477462945694 leaf_weight=33.881946755122044 0.79490607074694608 0.15582780633121729 0.99349626526236434 3.5652332534664306 1.2633555782376777 0.30008298176107917 leaf_count=548 174 40 28 365 45 13 internal_value=0.000607043 -0.0393431 0.00155649 0.00255636 -0.000121619 0.0269059 internal_weight=40.9548 0.950734 40.0041 39.0106 35.1453 3.86532 internal_count=1213 214 999 971 593 378 is_linear=0 shrinkage=0.1 Tree=518 num_leaves=7 num_cat=0 split_feature=0 4 3 3 0 7 split_gain=0.138469 0.232983 0.333485 0.365436 0.332812 0.348379 threshold=60.179807500000003 56582.000000000007 54.500000000000007 14.500000000000002 19.409948500000002 39.115663475161476 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=-0.031217107492809294 0.048713944909799002 -0.064707171219312895 0.076606436817191606 -0.05118210157639156 0.037040977190336791 0.0022047110378749053 leaf_weight=3.6309288508200757 0.55901222303509612 0.57240802119485934 0.55339018910308269 1.4231856025380683 2.3193674031645051 22.113578841104754 leaf_count=403 14 34 43 110 64 545 internal_value=-0.000607503 -0.00150815 -0.000303917 -0.00174731 0.000759645 -0.002509 internal_weight=31.1719 30.6129 30.0405 29.4871 28.0639 25.7445 internal_count=1213 1199 1165 1122 1012 948 is_linear=0 shrinkage=0.1 Tree=519 num_leaves=7 num_cat=0 split_feature=21 21 20 21 20 20 split_gain=0.135793 0.342939 0.317186 0.287456 0.612895 0.523735 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.57223969770000005 0.5731449982500002 0.44432163585000006 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=-0.017287464435807389 0.053926985270288268 -0.047028944917151073 0.028828264608892075 -0.00083653639236516198 -0.060202432724321998 0.060775662724500537 leaf_weight=4.1722040965729548 1.2177349925041197 1.3810507282614706 3.5493107521906495 29.550900942254888 1.6671048738062371 1.4472498819231976 leaf_count=38 6 12 19 1122 10 6 internal_value=-0.00014455 0.00169821 6.50364e-06 0.00180021 -0.00113658 0.00204003 internal_weight=42.9856 38.8134 37.5956 36.2146 32.6653 30.9982 internal_count=1213 1175 1169 1157 1138 1128 is_linear=0 shrinkage=0.1 Tree=520 num_leaves=5 num_cat=0 split_feature=19 0 7 6 split_gain=0.00694201 1.88265e-14 4.2878e-15 3.62601e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 74.393558518384665 83.003334065064266 decision_type=8 10 10 10 left_child=-1 -2 3 -3 right_child=1 2 -4 -5 leaf_value=0.075002534359022488 -0.075000935242928377 -0.075000472975874935 -0.07500035487995535 -0.075000727009086388 leaf_weight=0.008191326487576589 0.0014057493609698221 0.0012790239751439003 0.0012623911009441713 0.0010021859091864371 leaf_count=17 144 332 503 217 internal_value=0.0185048 -0.0750006 -0.0750005 -0.0750006 internal_weight=0.0131407 0.00494935 0.0035436 0.00228121 internal_count=1213 1196 1052 549 is_linear=0 shrinkage=0.1 Tree=521 num_leaves=7 num_cat=0 split_feature=15 16 21 21 20 19 split_gain=0.150749 0.212347 0.12539 0.159659 0.319857 0.635435 threshold=4.5000000000000009 2.0000000000000004 0.11311668870000001 0.32197624670000008 0.84483228280000011 0.3090768229000001 decision_type=10 10 8 8 10 8 left_child=2 -2 -1 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=0.037536455162418186 -0.053280185751386114 0.070311615876494926 -0.023277695123653547 -0.061671567459998924 0.054245386932997311 0.0036174614059824202 leaf_weight=0.94556981072673807 0.96645991680270416 0.16237289222772233 2.5950121004134417 1.5606756322085855 1.1521112583577622 33.248022921383381 leaf_count=13 97 93 21 9 9 971 internal_value=0.000529946 -0.0355026 0.00155965 0.000677328 0.00240598 0.000690176 internal_weight=40.6302 1.12883 39.5014 38.5558 35.9608 34.8087 internal_count=1213 190 1023 1010 989 980 is_linear=0 shrinkage=0.1 Tree=522 num_leaves=7 num_cat=0 split_feature=0 3 3 4 4 8 split_gain=0.139747 0.419663 0.380018 0.169743 0.318075 0.312448 threshold=0.004088500000000001 1.5000000000000002 1.5000000000000002 126.00000000000001 168.50000000000003 4.4479945522337943 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=0.0583145156475596 -0.077417116317700943 0.079696089502454312 -0.018644522203589402 -0.07888518329283685 0.040977373890886425 -0.0028131518876361684 leaf_weight=1.347266616532582 0.73192151231342251 0.26017146557569759 1.2250578392995519 0.52047433517873543 1.7432658523321176 24.936857382313974 leaf_count=74 154 2 21 29 43 890 internal_value=-0.000649388 -0.0026852 0.0216631 -0.000693345 -0.00146226 4.80991e-05 internal_weight=30.765 28.1927 2.57232 27.4608 27.2006 26.6801 internal_count=1213 1118 95 964 962 933 is_linear=0 shrinkage=0.1 Tree=523 num_leaves=7 num_cat=0 split_feature=4 0 4 3 0 0 split_gain=0.123041 0.322174 1.13345 1.20801 0.838609 0.668325 threshold=109.00000000000001 0.030394000000000001 163.00000000000003 2.5000000000000004 0.034740000000000007 0.037647000000000007 decision_type=8 8 10 8 8 8 left_child=-1 2 -2 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.029195208425473535 -0.085793277569853749 0.097497764727898228 0.064821882383118826 -0.083744927451828002 -0.0888824836378629 0.0017275569455815654 leaf_weight=1.3924829140305508 1.8628872204571951 0.89740917908056772 1.7056343927979472 0.80589253264508887 0.83327191918215149 35.233391423935245 leaf_count=16 63 7 12 146 19 950 internal_value=-4.20433e-05 -0.0010269 -0.0266893 0.0171501 0.00201005 -0.000365867 internal_weight=42.731 41.3385 4.37441 2.51153 36.9641 36.0667 internal_count=1213 1197 221 158 976 969 is_linear=0 shrinkage=0.1 Tree=524 num_leaves=5 num_cat=0 split_feature=19 0 7 0 split_gain=0.00654811 1.44403e-14 3.25282e-15 2.41864e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 74.393558518384665 5.0209020000000004 decision_type=8 10 10 10 left_child=-1 -2 3 -3 right_child=1 2 -4 -5 leaf_value=0.07500251434545456 -0.075000863619906183 -0.075000432285937113 -0.075000335433869816 -0.075000646603728516 leaf_weight=0.0080012961989268661 0.0012939411419665712 0.001016478822634781 0.0011705663991250503 0.0010926338072749786 leaf_count=17 144 391 503 158 internal_value=0.0204449 -0.0750006 -0.0750005 -0.0750005 internal_weight=0.0125749 0.00457362 0.00327968 0.00210911 internal_count=1213 1196 1052 549 is_linear=0 shrinkage=0.1 Tree=525 num_leaves=7 num_cat=0 split_feature=21 19 21 19 20 20 split_gain=0.148181 0.479949 0.333583 0.171799 0.24523 0.667406 threshold=0.90678400470000009 0.26668451185000003 0.32197624670000008 0.86261934210000013 0.52497759330000016 0.69019084205000014 decision_type=10 8 8 10 8 8 left_child=1 -1 -3 4 -4 -6 right_child=-2 2 3 -5 5 -7 leaf_value=0.048337678056738581 0.038798661168768289 -0.035195139855796663 -0.030842795015661586 0.04742041291484738 0.083352753765225954 -0.0014417865170891211 leaf_weight=1.912770498802274 0.98255884647369285 2.9664765428751707 2.5920893810689449 0.73989472165703674 0.95776707679033279 30.095638441140185 leaf_count=33 7 21 17 5 8 1122 internal_value=0.000441153 -0.000518706 -0.00302062 -0.000244875 -0.00129308 0.0011735 internal_weight=40.2472 39.2646 37.3519 34.3854 33.6455 31.0534 internal_count=1213 1206 1173 1152 1147 1130 is_linear=0 shrinkage=0.1 Tree=526 num_leaves=7 num_cat=0 split_feature=20 20 19 21 20 21 split_gain=0.139656 0.426561 0.486144 0.744088 0.407519 0.468018 threshold=0.89041469205000012 0.84483228280000011 0.98495817490000015 0.11311668870000001 0.79454162265000006 0.9123116092500001 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=-0.12568272100526032 0.030903978785579024 -0.095780692155419636 0.10064785113765923 -0.0005103799253963657 0.064696800804729324 -0.10361483779242171 leaf_weight=0.47889969016978284 1.3514622822403897 0.47686399519443412 0.46816498041152854 26.300386143368108 0.94165538251399894 0.44775392115116019 leaf_count=22 7 3 1 1173 3 4 internal_value=-0.000521036 -0.00197979 -0.000417806 -0.00209752 3.99047e-05 -0.00223631 internal_weight=30.4652 29.1137 28.6369 28.1687 27.6898 26.7481 internal_count=1213 1206 1203 1202 1180 1177 is_linear=0 shrinkage=0.1 Tree=527 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.134141 0.449941 0.698559 0.181051 0.313928 0.321746 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.86261934210000013 0.76768386320000015 0.60557055170000018 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=0.0032725505517537516 -0.031465999631072793 0.060331296663027514 -0.099605675843988217 -0.029342620089063867 0.053864665000856994 -0.035101649546885286 leaf_weight=33.661866788397276 1.3168520554900158 1.2378446869552124 0.70415789633989234 1.8851258978247631 1.1496733427047718 2.3365787323564282 leaf_count=1162 10 6 9 7 5 14 internal_value=-5.05717e-05 0.000959049 -0.000890433 0.000890385 0.0024246 0.000781767 internal_weight=42.2921 40.9752 39.7374 39.0332 37.1481 35.9984 internal_count=1213 1203 1197 1188 1181 1176 is_linear=0 shrinkage=0.1 Tree=528 num_leaves=4 num_cat=0 split_feature=19 0 7 split_gain=0.00612695 1.12336e-14 2.60707e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 74.393558518384665 decision_type=8 10 10 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.075002423727513853 -0.075000796695846986 -0.075000503745749264 -0.075000310505728959 leaf_weight=0.0076249290650594048 0.001194342227904599 0.0019556189697027548 0.0010856037862581047 leaf_count=17 144 549 503 internal_value=0.0214341 -0.0750005 -0.0750004 internal_weight=0.0118605 0.00423556 0.00304122 internal_count=1213 1196 1052 is_linear=0 shrinkage=0.1 Tree=529 num_leaves=7 num_cat=0 split_feature=10 13 0 2 5 0 split_gain=0.146121 0.226284 0.137709 0.221796 0.358745 0.298155 threshold=30.500000000000004 49191.500000000007 43.150867500000011 9.5000000000000018 3085.5000000000005 2.7156310000000006 decision_type=10 10 10 10 10 10 left_child=2 -2 3 4 -1 -5 right_child=1 -3 -4 5 -6 -7 leaf_value=0.0017738361300967795 0.046444167311431139 -0.069442504855929482 -0.036332806457610417 0.059176343409209367 -0.053488780611087319 0.0016735901260351215 leaf_weight=33.43259791177843 0.22660316168912586 0.65707866556476802 0.94434410717803885 1.5418132141785457 1.2174649920198124 2.1719162585795857 leaf_count=548 115 99 28 285 45 93 internal_value=0.000488695 -0.0397256 0.00139275 0.00232138 -0.000167872 0.0255468 internal_weight=40.1918 0.883682 39.3081 38.3638 34.6501 3.71373 internal_count=1213 214 999 971 593 378 is_linear=0 shrinkage=0.1 Tree=530 num_leaves=7 num_cat=0 split_feature=8 6 6 8 3 3 split_gain=0.133463 0.484997 0.309867 0.462202 0.446056 0.422993 threshold=6.1345690268242814 119.58415637860081 111.9248455593452 5.4445632339433025 71.500000000000014 5.5000000000000009 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=-0.0036596908519641925 0.016372140093939672 -0.071788744916109759 0.050509895224555172 -0.080701631723274686 0.077337481420185816 0.044894698590507938 leaf_weight=20.67609457256005 4.0015388514366341 0.99290483799995755 1.1356414067267895 1.2337772321898215 0.20881784707307827 1.9647141332316085 leaf_count=412 464 56 34 168 3 76 internal_value=-0.000638316 -0.00323515 -0.000536108 -0.00294316 -0.0578252 0.000553741 internal_weight=30.2135 26.212 25.219 24.0834 1.4426 22.6408 internal_count=1213 749 693 659 171 488 is_linear=0 shrinkage=0.1 Tree=531 num_leaves=7 num_cat=0 split_feature=7 4 5 5 2 0 split_gain=0.119839 0.146284 1.18154 1.58416 0.958793 0.895837 threshold=81.559319555350342 207.50000000000003 169.00000000000003 237.50000000000003 1.5000000000000002 0.066242500000000024 decision_type=10 10 8 8 10 10 left_child=1 4 -3 -4 5 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=-0.0034100583849538224 -0.039331280988713802 0.06042852720201123 -0.10462005924832295 0.0078728628981942963 -0.059343549852409173 0.062291272850657123 leaf_weight=22.176245102658875 0.76124265580437978 3.3906496576964829 1.4467852599918831 9.2903051317456971 2.7692528404295436 2.2895619720220557 leaf_count=216 34 40 35 790 71 27 internal_value=-1.4481e-05 0.000709107 0.00896608 -0.00728516 -0.00357406 0.00273841 internal_weight=42.124 41.3628 14.1277 10.7371 27.2351 24.4658 internal_count=1213 1179 865 825 314 243 is_linear=0 shrinkage=0.1 Tree=532 num_leaves=4 num_cat=0 split_feature=19 0 7 split_gain=0.00571752 9.19707e-15 2.07321e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 74.175813561605239 decision_type=8 10 10 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.075002355969461185 -0.075000739830643232 -0.075000465745361927 -0.075000287146475733 leaf_weight=0.0073138836596626788 0.0011100448818979203 0.0017497815741194245 0.0010340098571788303 leaf_count=17 144 534 518 internal_value=0.0228877 -0.0750005 -0.0750004 internal_weight=0.0112077 0.00389384 0.00278379 internal_count=1213 1196 1052 is_linear=0 shrinkage=0.1 Tree=533 num_leaves=7 num_cat=0 split_feature=20 20 20 21 21 19 split_gain=0.139615 0.183614 0.656702 0.350517 0.297866 0.422267 threshold=0.12034484320000001 0.34051073370000001 0.4919716118500001 0.32197624670000008 0.37052061300000005 0.63319291535000011 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.040202034942738843 -0.022152771108693948 0.080210072861143497 -0.049381456741890525 0.065236540573168453 0.0024370476696721059 -0.05619752288448196 leaf_weight=0.86771573319492745 3.515515822917223 1.0370803065598009 1.4100505448877809 0.71797953546047211 31.000068309920607 1.2789016980677832 leaf_count=23 24 9 11 5 1132 9 internal_value=0.000529172 -0.00035443 0.00180764 -0.000555536 0.00153093 0.00011393 internal_weight=39.8273 38.9596 35.4441 34.407 32.9969 32.279 internal_count=1213 1190 1166 1157 1146 1141 is_linear=0 shrinkage=0.1 Tree=534 num_leaves=7 num_cat=0 split_feature=0 5 3 4 4 4 split_gain=0.135343 0.381928 0.31142 0.160208 0.295215 0.277399 threshold=0.004088500000000001 108.50000000000001 1.5000000000000002 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=0.056162730801924889 -0.077205060367827288 0.079411976064854728 -0.016461758807028718 -0.078622592804253766 0.070894999386302254 -0.001659855023979829 leaf_weight=1.2615335103473655 0.67170949923456902 0.24634113907814281 1.1099403437547151 0.48853607848286884 0.53806614875793712 25.51574551543581 leaf_count=74 152 2 21 29 2 933 internal_value=-0.000748647 -0.00272804 0.0221717 -0.000860579 -0.00160559 -0.000161444 internal_weight=29.8319 27.4604 2.37147 26.7887 26.5423 26.0538 internal_count=1213 1118 95 966 964 935 is_linear=0 shrinkage=0.1 Tree=535 num_leaves=7 num_cat=0 split_feature=21 21 19 20 19 19 split_gain=0.11829 0.330092 0.333737 0.68171 0.506263 0.213974 threshold=0.22326373405000002 0.32197624670000008 0.3090768229000001 0.62523871355000005 0.43081104100000006 0.73806720815000004 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.016110072780776558 0.054067999948208448 0.03271546007160666 -0.042521336018375537 0.078797342123902991 -0.0013912339719246132 0.047559062851946977 leaf_weight=4.0980540132304668 1.1698465719819067 2.8893511220812798 3.8115535192191601 0.84274872392416 28.003414118053122 0.92241205740719934 leaf_count=38 6 14 25 3 1122 5 internal_value=2.3996e-05 0.00178062 0.00010338 -0.00270268 0.00239568 0.000169736 internal_weight=41.7374 37.6393 36.4695 33.5801 29.7686 28.9258 internal_count=1213 1175 1169 1155 1130 1127 is_linear=0 shrinkage=0.1 Tree=536 num_leaves=4 num_cat=0 split_feature=19 0 8 split_gain=0.00536298 7.29625e-15 1.06035e-15 threshold=1.0000000180025095e-35 0.00013200000000000004 6.0957778243233358 decision_type=8 10 10 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.075002268818938081 -0.075000685883468726 -0.075000319569977367 -0.075000451004593877 leaf_weight=0.0070221480200416408 0.0010272773845940719 0.0015756523510006559 0.0010052001929459209 leaf_count=17 144 594 458 internal_value=0.0240883 -0.0750005 -0.0750004 internal_weight=0.0106303 0.00360813 0.00258085 internal_count=1213 1196 1052 is_linear=0 shrinkage=0.1 Tree=537 num_leaves=7 num_cat=0 split_feature=15 14 16 11 16 5 split_gain=0.134279 0.284469 0.212731 0.125016 0.30524 0.161296 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.5000000000000009 1.0000000180025095e-35 1130.0000000000002 decision_type=10 10 10 10 10 8 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.00030572094436673373 -0.077099854076471741 0.080551457641284824 0.068928964828490577 -0.078538305009078047 -0.077957211800534942 0.061338563946642014 leaf_weight=37.196806707343057 0.76467829322791547 0.1780676665075589 0.11472627043258399 0.21602078527212021 0.089975945651531108 1.0922220947977621 leaf_count=800 92 10 88 2 1 220 internal_value=0.000445924 -0.0347101 -0.0580491 0.00140917 0.0307643 0.0507369 internal_weight=39.6525 1.05747 0.879405 38.595 1.39822 1.1822 internal_count=1213 190 180 1023 223 221 is_linear=0 shrinkage=0.1 Tree=538 num_leaves=7 num_cat=0 split_feature=20 19 19 19 19 19 split_gain=0.127051 0.266099 0.447551 0.432541 0.330359 0.573059 threshold=0.89041469205000012 0.39953208990000005 0.4731715009000001 0.98495817490000015 0.60557055170000018 0.95679870430000014 decision_type=10 8 8 10 8 10 left_child=1 -1 -3 4 -4 -6 right_child=-2 2 3 -5 5 -7 leaf_value=-0.027526923903652058 0.029551756163917111 0.055442459073132958 -0.038930858206002776 0.097073130152850851 0.0026148389133113631 -0.12352637188721294 leaf_weight=3.6369535556996198 1.3120912984013546 1.4452065229415891 2.3952883034944534 0.43313446640968223 19.937668622194927 0.36677710711955924 leaf_count=42 7 6 12 1 1142 3 internal_value=-0.000866712 -0.00228127 0.00145447 -0.00191839 -0.00380725 0.000336239 internal_weight=29.5271 28.215 24.5781 23.1329 22.6997 20.3044 internal_count=1213 1206 1164 1158 1157 1145 is_linear=0 shrinkage=0.1 Tree=539 num_leaves=7 num_cat=0 split_feature=8 8 8 5 2 9 split_gain=0.119412 0.242658 0.199692 0.725756 0.576294 0.700202 threshold=6.9212323110712397 6.7963979550449611 5.6744042622234678 133.50000000000003 6.5000000000000009 5.5606923382088409 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=0.0013206829042097874 -0.03510201199356109 0.056093677781239908 0.078908823284166138 -0.05010222716205346 0.04028602753339286 -0.061965639255731619 leaf_weight=31.59290465580716 0.93739630390791617 0.78398379423003817 0.53804020211100523 2.3003601784101306 3.5330263818545964 1.8506604707799841 leaf_count=385 144 50 7 424 160 43 internal_value=0.000184259 0.000998989 -8.58622e-05 -0.0256472 0.00187628 -0.00218138 internal_weight=41.5364 40.599 39.815 2.8384 36.9766 33.4436 internal_count=1213 1069 1019 431 588 428 is_linear=0 shrinkage=0.1 Tree=540 num_leaves=4 num_cat=0 split_feature=19 0 6 split_gain=0.00504143 5.70052e-15 6.31439e-16 threshold=1.0000000180025095e-35 0.004088500000000001 110.1812878787879 decision_type=8 10 10 left_child=-1 -2 -3 right_child=1 2 -4 leaf_value=0.075002250772317217 -0.075000616290599176 -0.075000286592694476 -0.075000392686115913 leaf_weight=0.0068730165148735978 0.0010682721551802388 0.0012080504918756674 0.0010479098483493487 leaf_count=17 164 596 436 internal_value=0.0261024 -0.0750004 -0.0750003 internal_weight=0.0101972 0.00332423 0.00225596 internal_count=1213 1196 1032 is_linear=0 shrinkage=0.1 Tree=541 num_leaves=7 num_cat=0 split_feature=21 19 19 20 20 20 split_gain=0.147968 0.153117 0.279757 0.207932 1.09236 0.344459 threshold=0.11311668870000001 0.79701102020000014 0.63319291535000011 0.62523871355000005 0.46962729790000007 0.31027308865000008 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=0.040698359773972383 0.00098866713061504562 0.031342740687922054 -0.042434186342107348 -0.027459240695671235 0.10580823244950353 -0.056936672525326026 leaf_weight=0.89351241155236494 30.768213374321935 1.4559434354305256 1.6139294635504473 2.5341690070927134 0.98830302059650321 1.0620344076305617 leaf_count=23 1134 12 13 15 10 6 internal_value=0.000469198 -0.000466326 -0.00171914 0.000139595 0.00227071 -0.000944045 internal_weight=39.3161 38.4226 36.9666 35.3527 32.8186 31.8302 internal_count=1213 1190 1178 1165 1150 1140 is_linear=0 shrinkage=0.1 Tree=542 num_leaves=7 num_cat=0 split_feature=21 21 19 19 21 20 split_gain=0.135873 0.425669 0.349957 0.880975 0.504598 0.345323 threshold=0.17101914640000002 0.21861127385000004 0.13005968095000003 0.3090768229000001 0.90678400470000009 0.34051073370000001 decision_type=8 8 8 8 10 8 left_child=-1 -2 -3 -4 5 -5 right_child=1 2 3 4 -6 -7 leaf_value=-0.024001446434901996 0.051657498214064061 0.047537155840010399 -0.08863778227133462 0.029309136173526804 -0.10895149986789675 -0.0038257496830091291 leaf_weight=2.3033049341938749 1.580332778394222 1.3587509952485559 1.1865914687514303 3.7850136384367943 0.41927513480186362 18.608123063619153 leaf_count=29 6 7 9 15 5 1142 internal_value=-0.00068969 0.00130355 -0.00183458 -0.00462986 -0.000260174 0.00177489 internal_weight=29.2414 26.9381 25.3578 23.999 22.8124 22.3931 internal_count=1213 1184 1178 1171 1162 1157 is_linear=0 shrinkage=0.1 Tree=543 num_leaves=7 num_cat=0 split_feature=21 21 20 20 19 19 split_gain=0.132149 0.360086 0.664458 0.19926 0.602581 0.369825 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.69019084205000014 0.26668451185000003 0.89730301130000012 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.0977048655491108 -0.031430117411300328 0.055630473229859027 -0.099782391901606871 0.029685185689502264 0.002705750577582672 -0.062007330410065009 leaf_weight=0.62913052351234455 1.2928213290870179 1.1734039746224869 0.6638610577210774 2.2964745908975592 34.208738669463855 0.90650605037808318 leaf_count=24 10 6 9 9 1150 5 internal_value=3.53236e-05 0.00105541 -0.000599131 0.00113174 -0.000702735 0.00103517 internal_weight=41.1709 39.8781 38.7047 38.0408 35.7444 35.1152 internal_count=1213 1203 1197 1188 1179 1155 is_linear=0 shrinkage=0.1 Tree=544 num_leaves=3 num_cat=0 split_feature=19 4 split_gain=0.00472414 3.93761e-15 threshold=1.0000000180025095e-35 226.00000000000003 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075002170713771923 -0.075000524946770578 -0.075000296725293125 leaf_weight=0.0065925482413149439 0.0013313265043279898 0.0017493232243310786 leaf_count=17 318 878 internal_value=0.0272304 -0.0750004 internal_weight=0.0096732 0.00308065 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=545 num_leaves=7 num_cat=0 split_feature=10 16 4 4 7 0 split_gain=0.13165 0.197562 0.123549 0.40005 0.388314 0.490961 threshold=30.500000000000004 2.0000000000000004 2341.0000000000005 3982.5000000000005 73.860785021670111 2.7156310000000006 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-0.00083670630582166031 -0.062286277444348725 0.069985934379288392 0.090616296418391015 0.024015228167974384 0.035424698811488825 -0.07802041740833443 leaf_weight=33.900152283025818 0.66328009121934783 0.13608691972331144 0.63105440363869902 0.92897335649468027 2.0050282205047552 0.95773136895149946 leaf_count=626 121 93 55 100 188 30 internal_value=0.000398872 -0.0397678 0.00123452 0.0167592 0.00478307 -0.0277802 internal_weight=39.2223 0.799367 38.4229 4.52279 3.89173 1.8867 internal_count=1213 214 999 373 318 130 is_linear=0 shrinkage=0.1 Tree=546 num_leaves=7 num_cat=0 split_feature=4 8 5 11 4 8 split_gain=0.12653 0.423588 0.640538 0.413784 0.356836 0.312436 threshold=5882.0000000000009 5.2557369634631668 10863.500000000002 11.500000000000002 23338.500000000004 4.9935017195219675 decision_type=10 10 10 10 10 10 left_child=1 5 3 -3 -2 -1 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.00099818154107429941 0.041449772783212775 -0.07902609189985467 0.062644674884117166 0.016189442539433038 -0.020105050419330806 0.05784902490825547 leaf_weight=20.988568444553504 2.2772684227147688 2.046802530896457 0.53051545099788189 0.58739602813147929 1.6058845686875427 0.94273916212841768 leaf_count=399 239 369 20 76 85 25 internal_value=-0.000804551 -0.00340377 -0.0376044 -0.0577941 0.0159937 0.00153142 internal_weight=28.9792 25.096 3.16471 2.6342 3.88315 21.9313 internal_count=1213 889 465 445 324 424 is_linear=0 shrinkage=0.1 Tree=547 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 20 split_gain=0.121908 0.33016 0.616264 0.170168 0.155044 0.272552 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.69019084205000014 0.52497759330000016 0.44432163585000006 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=-0.001009404223154242 -0.030499721220557847 0.053854265726951137 -0.098635166860800372 0.027881968633581153 -0.022911911657281347 0.035091512144943035 leaf_weight=30.63586284117622 1.2554706428199995 1.1540706045925606 0.62854238227009673 2.2486108280718318 2.8365702144801608 2.2445005401968947 leaf_count=1157 10 6 9 9 14 8 internal_value=0.000180646 0.0011497 -0.000426308 0.0011996 -0.000480229 0.00145494 internal_weight=41.0036 39.7482 38.5941 37.9655 35.7169 32.8804 internal_count=1213 1203 1197 1188 1179 1165 is_linear=0 shrinkage=0.1 Tree=548 num_leaves=3 num_cat=0 split_feature=19 2 split_gain=0.00443539 2.90848e-15 threshold=1.0000000180025095e-35 1.5000000000000002 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075002164187173037 -0.07500049675743771 -0.075000286602376454 leaf_weight=0.0064814803845365532 0.0010415404933041827 0.0017911974856197332 leaf_count=17 247 949 internal_value=0.0293818 -0.0750004 internal_weight=0.00931422 0.00283274 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=549 num_leaves=7 num_cat=0 split_feature=15 14 0 0 0 0 split_gain=0.127005 0.253429 0.116467 0.716344 0.703488 0.719389 threshold=4.5000000000000009 3.5000000000000004 0.044599000000000007 0.041996000000000006 0.054523500000000009 0.06754300000000002 decision_type=10 10 8 10 8 8 left_child=2 -2 3 -1 -4 -6 right_child=1 -3 4 -5 5 -7 leaf_value=0.00078655861061267612 -0.058892461709675749 0.079780060070673509 0.07045697339642866 -0.093600717055496108 -0.058491705113548911 0.0051219766182922649 leaf_weight=7.9920625574013666 0.78967504846514103 0.15818727717851289 1.5262644272879722 0.89401710033416737 1.9101987825706626 25.632232858944917 leaf_count=267 180 10 30 5 23 698 internal_value=0.00040647 -0.0357496 0.00130941 -0.00870962 0.00437216 0.000710065 internal_weight=38.9026 0.947862 37.9548 8.88608 29.0687 27.5424 internal_count=1213 190 1023 272 751 721 is_linear=0 shrinkage=0.1 Tree=550 num_leaves=7 num_cat=0 split_feature=0 3 0 4 4 4 split_gain=0.131054 0.350156 0.316887 0.148883 0.271241 0.246733 threshold=0.004088500000000001 1.5000000000000002 0.00013200000000000004 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=-0.043058948027563132 -0.07703994279867965 0.079096748900017805 0.043310517109321926 -0.078344186517163197 0.067544377534363848 -0.0017053897016556031 leaf_weight=0.5623037030454755 0.61878735506616322 0.23048261553049343 1.7371458634252119 0.45278432406485336 0.52557591348886745 24.426876537474527 leaf_count=65 154 2 30 29 2 931 internal_value=-0.000702078 -0.00270702 0.0221899 -0.000912798 -0.00163866 -0.000246775 internal_weight=28.554 26.2545 2.29945 25.6357 25.4052 24.9525 internal_count=1213 1118 95 964 962 933 is_linear=0 shrinkage=0.1 Tree=551 num_leaves=7 num_cat=0 split_feature=4 0 4 2 0 0 split_gain=0.110038 0.298664 0.992706 1.13131 0.697537 0.609938 threshold=109.00000000000001 0.030394000000000001 163.00000000000003 2.5000000000000004 0.034740000000000007 0.037647000000000007 decision_type=8 8 10 10 8 8 left_child=-1 2 -2 -4 -3 -6 right_child=1 4 3 -5 5 -7 leaf_value=0.027700585616125609 -0.085744784313123393 0.087946500815112849 0.08158451075284362 -0.059878179678403143 -0.087656762023846924 0.0017557573837961302 leaf_weight=1.3946998491883267 1.6623610975220793 0.9202736014049141 1.218187287449837 1.0548444058836706 0.78062103164120245 33.680212605109375 leaf_count=16 63 7 7 151 19 950 internal_value=9.72871e-05 -0.000881903 -0.0270153 0.015936 0.00202488 -0.000269652 internal_weight=40.7112 39.3165 3.93539 2.27303 35.3811 34.4608 internal_count=1213 1197 221 158 976 969 is_linear=0 shrinkage=0.1 Tree=552 num_leaves=3 num_cat=0 split_feature=19 4 split_gain=0.00405656 2.66323e-15 threshold=1.0000000180025095e-35 226.00000000000003 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001888938888595 -0.075000450233649402 -0.075000246713071483 leaf_weight=0.0057975542222266085 0.001137550231703699 0.0014789713362759471 leaf_count=17 318 878 internal_value=0.0283558 -0.0750003 internal_weight=0.00841408 0.00261652 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=553 num_leaves=7 num_cat=0 split_feature=8 8 8 6 6 5 split_gain=0.122161 0.224344 0.253318 0.254187 0.254784 0.786912 threshold=7.2680146144134401 6.9212323110712397 6.7932115067562515 123.27836675349852 83.360795883618621 154.00000000000003 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=-0.0026269376257754343 -0.029373076641038654 0.058686966144986079 -0.052407740726238321 0.036486710275230184 -0.020002569478858395 0.048862882208301178 leaf_weight=24.875147077254955 1.3299542872118753 0.67290735919959743 0.88579044840298493 1.9869219193351444 5.5033657733729333 3.3702772043070572 leaf_count=326 83 61 53 90 420 180 internal_value=0.000407892 0.00146991 0.000418566 0.00172799 -0.000318395 0.00351689 internal_weight=38.6244 37.2944 36.6215 35.7357 33.7488 28.2454 internal_count=1213 1130 1069 1016 926 506 is_linear=0 shrinkage=0.1 Tree=554 num_leaves=7 num_cat=0 split_feature=5 6 4 8 11 6 split_gain=0.11814 0.383547 0.23621 0.640213 0.396904 0.32846 threshold=11814.500000000002 125.24923058171883 6264.0000000000009 5.2557369634631668 11.500000000000002 84.963522692669201 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=0.0026755621861808705 0.024000942962727326 -0.068593549896561509 -0.05424402946116752 -0.074558011041684233 0.018888826259636147 0.053661922985096623 leaf_weight=21.317346950051629 1.8167607441764619 0.84635713510215183 0.34535265341401 1.8348375558243781 0.60419425128202409 1.5400145017320026 leaf_count=403 114 76 64 353 79 124 internal_value=-0.000667634 -0.0023596 -0.000173413 -0.00287727 -0.0514095 0.0338962 internal_weight=28.3049 26.4881 25.6417 23.7564 2.43903 1.88537 internal_count=1213 1099 1023 835 432 188 is_linear=0 shrinkage=0.1 Tree=555 num_leaves=7 num_cat=0 split_feature=21 21 20 19 20 19 split_gain=0.104958 0.289421 0.319515 0.599003 0.59314 0.311416 threshold=0.88726092775000021 0.80522880530000018 0.79454162265000006 0.26668451185000003 0.76348215705000011 0.60557055170000018 decision_type=10 10 10 8 10 8 left_child=1 2 3 -1 5 -5 right_child=-2 -3 -4 4 -6 -7 leaf_value=-0.092650243174923985 -0.028486279049378883 0.050925244984342789 -0.044288987194627122 0.027197835376730289 0.093859663268082774 -0.0020969094102366681 leaf_weight=0.6645317380357767 1.2471767552196968 1.1269073300063599 1.5962596107274283 4.1111315190792084 0.70691187679767509 30.928893070730737 leaf_count=25 10 6 12 17 2 1141 internal_value=7.19175e-05 0.000982035 -0.000498752 0.00142099 0.00316976 0.00134015 internal_weight=40.3818 39.1346 38.0077 36.4115 35.7469 35.04 internal_count=1213 1203 1197 1185 1160 1158 is_linear=0 shrinkage=0.1 Tree=556 num_leaves=3 num_cat=0 split_feature=19 4 split_gain=0.00375918 2.1992e-15 threshold=1.0000000180025095e-35 226.00000000000003 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001791009831301 -0.075000417312336989 -0.075000224792944659 leaf_weight=0.0054335789027391002 0.001053087351749582 0.0013593978219574865 leaf_count=17 318 878 internal_value=0.0288796 -0.0750003 internal_weight=0.00784606 0.00241249 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=557 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.117493 0.170862 0.315297 0.869811 0.509718 0.709334 threshold=43.150867500000011 30.014669000000001 8.0202915000000008 7.4880475000000013 4.6811795000000016 467.50000000000006 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=-0.0043625380287208261 -0.036174587140246607 0.031328959153690869 -0.034977318526836852 0.11773465511534681 -0.055985235615639589 0.034824465232799029 leaf_weight=25.389925415616748 0.86034698376897623 1.7924320558086027 2.4439983150514299 0.63950751081574608 1.5504428897256719 5.6464656404423286 leaf_count=333 29 77 91 14 89 580 internal_value=0.000362933 0.00120203 -0.000311844 0.00223801 -2.85784e-05 0.00276677 internal_weight=38.3231 37.4628 35.6703 33.2263 32.5868 31.0364 internal_count=1213 1184 1107 1016 1002 913 is_linear=0 shrinkage=0.1 Tree=558 num_leaves=7 num_cat=0 split_feature=5 0 9 0 0 0 split_gain=0.117704 0.211976 0.262234 0.952486 0.366622 0.464607 threshold=59.000000000000007 0.0012590000000000001 5.692018441612956 20.176897000000004 0.084130500000000011 2.7156310000000006 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.075701517743309951 0.040972847731678093 -0.072469007350532286 0.046087588899738297 0.041962732793700691 -0.076147568492276829 0.0010479654146856297 leaf_weight=0.20724799759045964 1.2043856041455026 1.9270977010673989 1.7233234930363348 1.1684043891727922 0.80987154647300741 20.895263926591724 leaf_count=118 22 197 133 31 361 351 internal_value=-0.000619844 -5.86663e-05 -0.0019218 -0.0292765 0.00169245 -0.00183239 internal_weight=27.9356 27.7283 26.524 3.0955 23.4285 21.7051 internal_count=1213 1095 1073 228 845 712 is_linear=0 shrinkage=0.1 Tree=559 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 21 split_gain=0.109766 0.345822 0.321629 0.285269 0.803236 0.246232 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.13005968095000003 0.3090768229000001 0.41913016440000006 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=-0.015662606447668273 0.056923994052768129 -0.049569550534099546 -0.065460551727805225 0.071221823020597416 0.047623803357181096 -0.0020095074738368328 leaf_weight=3.9885709483614278 1.1040310263633726 1.2578160371631382 0.6166178397834301 1.6489086169749496 1.0334882438182829 30.424111168655148 leaf_count=38 6 12 4 8 6 1139 internal_value=7.93631e-05 0.00181937 8.02128e-05 0.00193207 0.00318727 -0.000378886 internal_weight=40.0735 36.085 34.9809 33.7231 33.1065 31.4576 internal_count=1213 1175 1169 1157 1153 1145 is_linear=0 shrinkage=0.1 Tree=560 num_leaves=3 num_cat=0 split_feature=19 4 split_gain=0.00350901 1.67639e-15 threshold=1.0000000180025095e-35 267.00000000000006 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001726353992479 -0.075000381551733122 -0.075000207214557593 leaf_weight=0.0052120850632491056 0.0010098467469674688 0.001215527860992438 leaf_count=17 323 873 internal_value=0.0301194 -0.0750003 internal_weight=0.00743746 0.00222537 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=561 num_leaves=7 num_cat=0 split_feature=15 14 16 21 19 19 split_gain=0.123171 0.225325 0.173581 0.112535 0.13612 0.244646 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.11311668870000001 0.79701102020000014 0.63319291535000011 decision_type=10 10 10 8 10 10 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=0.036208990852180267 -0.076918296858291477 0.079199265749890765 0.069266721746731832 0.0008943780066016264 0.030249715255164969 -0.039915395682111332 leaf_weight=0.89664439623811631 0.64890823372115747 0.1412134688871447 0.092848505533766001 33.159629605797818 1.4606460984796275 1.5370467826724041 leaf_count=13 92 10 88 985 12 13 internal_value=0.000333673 -0.0365784 -0.0586198 0.00121326 0.000345422 -0.000913476 internal_weight=37.9369 0.88297 0.741757 37.054 36.1573 34.6967 internal_count=1213 190 180 1023 1010 998 is_linear=0 shrinkage=0.1 Tree=562 num_leaves=7 num_cat=0 split_feature=20 21 19 20 20 20 split_gain=0.119901 0.213424 0.874262 0.661478 1.21024 0.39556 threshold=0.15581312665000005 0.57223969770000005 0.26668451185000003 0.79454162265000006 0.67806301170000005 0.62523871355000005 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=-0.029393916212118978 -0.099521099080010333 0.018574838868520474 -0.0026230452789814868 0.072684078626754176 -0.10892598115138968 0.048817348766129129 leaf_weight=1.3804804550845799 0.91150343045592308 5.3893731646239749 15.941162262257439 1.1974868848919857 1.0378384366631497 1.6495561301708228 leaf_count=26 10 27 1134 4 6 6 internal_value=-0.000671877 0.000845723 -0.0037618 0.000640734 -0.00399038 0.00220074 internal_weight=27.5074 26.1269 20.7375 19.826 18.6286 17.5907 internal_count=1213 1187 1160 1150 1146 1140 is_linear=0 shrinkage=0.1 Tree=563 num_leaves=7 num_cat=0 split_feature=4 5 8 0 0 0 split_gain=0.125385 0.913985 1.16086 0.874039 0.5856 1.07877 threshold=207.50000000000003 154.00000000000003 3.8719454926469283 0.10875250000000002 0.27086550000000004 0.066242500000000024 decision_type=10 8 8 8 10 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=-0.0062190419412150796 0.057526341444729401 -0.10582345547166912 -0.060926037007943801 0.018934386355140075 -0.05416821403194963 0.066960286675045333 leaf_weight=21.78700958471746 2.9181748507544372 1.0432710425941412 1.6544991511086653 7.9829445687173584 2.1295789778232566 2.21966528892517 leaf_count=229 39 38 198 624 51 34 internal_value=0.00014091 0.00792855 -0.00562251 0.00522442 -0.00391106 0.000547144 internal_weight=39.7351 13.5989 10.6807 9.63744 26.1363 24.0067 internal_count=1213 899 860 822 314 263 is_linear=0 shrinkage=0.1 Tree=564 num_leaves=3 num_cat=0 split_feature=19 2 split_gain=0.00329719 1.1382e-15 threshold=1.0000000180025095e-35 3.5000000000000004 decision_type=8 10 left_child=-1 -2 right_child=1 -3 leaf_value=0.075001710697471066 -0.075000341375845714 -0.075000192416847328 leaf_weight=0.0051231523211754393 0.0010146574967961897 0.0010377863059822801 leaf_count=17 355 841 internal_value=0.0320965 -0.0750003 internal_weight=0.0071756 0.00205244 internal_count=1213 1196 is_linear=0 shrinkage=0.1 Tree=565 num_leaves=7 num_cat=0 split_feature=10 13 20 20 20 21 split_gain=0.115287 0.185736 0.10632 0.172804 0.50469 0.282627 threshold=30.500000000000004 49191.500000000007 0.12034484320000001 0.34051073370000001 0.5731449982500002 0.32197624670000008 decision_type=10 10 8 8 8 8 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=0.035727988709169371 0.048763798605438502 -0.069984821296500591 -0.021274512488579755 0.056743668657107608 -0.046433782571819814 0.0016634478451930013 leaf_weight=0.86852787493990036 0.1763848332921033 0.52011381543707103 3.3602894973009825 1.6320418417453764 1.2738422825932501 29.861498705227863 leaf_count=14 115 99 24 15 11 935 internal_value=0.000394642 -0.0399123 0.00115347 0.000322281 0.00253703 -0.000304357 internal_weight=37.6927 0.696499 36.9962 36.1277 32.7674 31.1353 internal_count=1213 214 999 985 961 946 is_linear=0 shrinkage=0.1 Tree=566 num_leaves=7 num_cat=0 split_feature=19 19 20 21 19 19 split_gain=0.112933 0.462632 0.808698 0.701554 0.957775 0.622476 threshold=0.76768386320000015 0.63319291535000011 0.18647970780000003 0.71349892620000011 0.49158705255000007 0.43081104100000006 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=-0.096873681955508037 -0.016878236180981949 0.03906565393511266 -0.005595596826034663 0.046307267966171906 -0.10386143548345024 0.088025750825838134 leaf_weight=0.88679822418271215 3.7399345189332953 2.9216675981879225 15.065804442128877 2.8844535760581484 0.96382496505975801 0.74532118439674455 leaf_count=25 16 12 1139 13 5 3 internal_value=-0.000739561 0.00183236 -0.00346221 0.000751407 -0.00708193 -0.00118238 internal_weight=27.2078 23.4679 20.5462 19.6594 16.775 15.8111 internal_count=1213 1197 1185 1160 1147 1142 is_linear=0 shrinkage=0.1 Tree=567 num_leaves=7 num_cat=0 split_feature=5 4 4 0 0 7 split_gain=0.112459 0.545969 1.02104 0.298596 0.744528 0.728588 threshold=63.000000000000007 163.00000000000003 109.00000000000001 0.030394000000000001 0.044599000000000007 66.563581180703636 decision_type=8 10 10 8 8 8 left_child=1 2 -1 5 -5 -2 right_child=3 -3 -4 4 -6 -7 leaf_value=0.02571412940045268 -0.081303861026569141 0.027529563615810739 -0.087860865684731393 0.048023105861778922 -0.00080342851241987803 0.047551647081587906 leaf_weight=1.3899574317038053 1.2491067721593923 1.9996716976165769 1.8385536428540943 3.5035550987231536 28.750187642429495 0.67644332831710596 leaf_count=16 83 32 72 42 879 89 internal_value=0.000127295 -0.0135315 -0.0389639 0.0022166 0.00450034 -0.0360371 internal_weight=39.4075 5.22818 3.22851 34.1793 32.2537 1.92555 internal_count=1213 120 88 1093 921 172 is_linear=0 shrinkage=0.1 Tree=568 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00307703 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.07500166201232579 -0.075000246297779696 leaf_weight=0.0048962409564410336 0.001897516777344066 leaf_count=17 1196 internal_value=0.0331057 internal_weight=0.00679376 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=569 num_leaves=7 num_cat=0 split_feature=3 0 0 0 0 5 split_gain=0.119338 0.511792 1.21622 0.705938 1.14117 0.700707 threshold=3.5000000000000004 0.24661950000000002 14.857993000000002 0.10446450000000002 0.06754300000000002 63.000000000000007 decision_type=10 10 10 10 10 10 left_child=1 3 5 4 -1 -3 right_child=-2 2 -4 -5 -6 -7 leaf_value=-0.0040282066255150385 -0.0096404357913922097 0.011279333272593403 -0.018769820471502392 -0.066361312693508409 0.084717578471044275 0.12163433503432607 leaf_weight=20.532648532767791 8.9163234376574092 0.9002693817019457 2.3207165375351906 1.6095909634605039 1.5589625649154175 1.5943569038063286 leaf_count=250 784 18 51 28 44 38 internal_value=0.000457179 0.00361442 0.0333359 -0.00242405 0.00223441 0.081809 internal_weight=37.4329 28.5165 4.81534 23.7012 22.0916 2.49463 internal_count=1213 429 107 322 294 56 is_linear=0 shrinkage=0.1 Tree=570 num_leaves=7 num_cat=0 split_feature=8 6 7 5 13 6 split_gain=0.110053 0.395797 0.316764 0.237245 0.406215 0.219449 threshold=6.1345690268242814 119.58415637860081 73.565496186226582 26041.500000000004 50796.000000000007 111.9248455593452 decision_type=10 10 10 8 8 10 left_child=1 5 -2 4 -4 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.0029051579488946315 0.06496753359697359 -0.070850858749525542 0.0156203710640997 0.066701403162162831 -0.07781726386945588 0.046214618731410806 leaf_weight=21.641575041402586 0.94891431846190188 0.83745151036418874 1.3370409082244803 0.40683760632873589 0.71360635686141982 0.94943962615798128 leaf_count=659 39 56 203 43 179 34 internal_value=-0.000901399 -0.0033433 0.0158935 -0.00305564 -0.0168951 -0.000840786 internal_weight=26.8349 23.4285 3.4064 2.45748 2.05065 22.591 internal_count=1213 749 464 425 382 693 is_linear=0 shrinkage=0.1 Tree=571 num_leaves=7 num_cat=0 split_feature=6 6 9 6 4 6 split_gain=0.1097 0.448654 0.914793 0.377981 0.338563 0.389451 threshold=102.50410753707952 83.360795883618621 6.0303165925932634 92.018638466622647 365.00000000000006 115.14406506322102 decision_type=10 10 10 8 10 10 left_child=1 -1 -3 -4 -2 -6 right_child=4 2 3 -5 5 -7 leaf_value=-0.0016051322513557275 -0.061651316737545592 0.084987465123579964 -0.057747412860414883 0.043982612045482802 -0.047945954666128582 0.021676643274148321 leaf_weight=30.779030249233756 1.1362881567329157 1.8177114315330976 0.97063915192848038 0.58557645992823393 1.1532496799463845 2.6487601466070885 leaf_count=506 30 13 64 24 234 342 internal_value=0.000175243 0.00218961 0.0368075 -0.0194682 -0.013756 0.000558276 internal_weight=39.0913 34.153 3.37393 1.55622 4.9383 3.80201 internal_count=1213 607 101 88 606 576 is_linear=0 shrinkage=0.1 Tree=572 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00283356 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001530107908693 -0.075000226784989701 leaf_weight=0.0045139852882130072 0.001746606713401988 leaf_count=17 1196 internal_value=0.0331534 internal_weight=0.00626059 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=573 num_leaves=7 num_cat=0 split_feature=15 14 16 11 16 0 split_gain=0.106498 0.209052 0.156365 0.116116 0.249081 0.148552 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.5000000000000009 1.0000000180025095e-35 0.15951900000000005 decision_type=10 10 10 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0045925211184670699 -0.076700215603205335 0.078850040768931359 0.069313002751990635 -0.077855669057103324 0.05033494652217059 -0.0095705864806906859 leaf_weight=24.189432229282829 0.58396346613153483 0.13318142501520924 0.083876785924076103 0.17741402983665344 1.0407531306846067 10.673251267988233 leaf_count=422 92 10 88 2 221 378 internal_value=0.000516236 -0.0355484 -0.0583618 0.0013169 0.0316652 0.000256469 internal_weight=36.8819 0.801022 0.66784 36.0809 1.21817 34.8627 internal_count=1213 190 180 1023 223 800 is_linear=0 shrinkage=0.1 Tree=574 num_leaves=7 num_cat=0 split_feature=5 0 9 0 0 0 split_gain=0.105617 0.205843 0.218859 0.834419 0.307838 0.400015 threshold=59.000000000000007 0.0012590000000000001 5.692018441612956 20.176897000000004 0.084130500000000011 2.7156310000000006 decision_type=8 8 8 10 8 8 left_child=-1 -2 3 -3 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.075656110900924389 0.041337885838644145 -0.071348181494463134 0.043240320807902015 0.038892078577304173 -0.076028264682746594 0.00027126296217660221 leaf_weight=0.18868841358926403 1.1220253720057396 1.7604023125627493 1.5953657882128052 1.125618629157543 0.71149314570357347 20.058257410186343 leaf_count=118 22 197 133 31 361 351 internal_value=-0.00110631 -0.000572935 -0.00243523 -0.0283518 0.000909076 -0.00234247 internal_weight=26.5619 26.3732 25.2511 2.88602 22.3651 20.7698 internal_count=1213 1095 1073 228 845 712 is_linear=0 shrinkage=0.1 Tree=575 num_leaves=7 num_cat=0 split_feature=0 0 8 0 5 7 split_gain=0.104574 1.39847 1.27153 0.776984 0.743668 0.735663 threshold=0.15951900000000005 0.18986150000000004 4.4954850976912946 0.06754300000000002 56.000000000000007 74.755693581310894 decision_type=10 8 10 10 10 10 left_child=3 -2 4 -1 -3 -5 right_child=1 2 -4 5 -6 -7 leaf_value=0.0021788924929853778 0.13018735517847321 0.040430784259846017 0.025746857473755255 -0.081894084939363079 -0.067852738276454702 0.065468124362555627 leaf_weight=24.938669987088733 0.86967059865855567 0.79216903448104892 6.4033439649138018 2.0161178324035798 3.1813689647242427 0.40719267653912528 leaf_count=424 69 18 503 96 86 17 internal_value=0.00026259 0.0083803 -0.00182816 -0.00307402 -0.0462652 -0.0571326 internal_weight=38.6085 11.2466 10.3769 27.362 3.97354 2.42331 internal_count=1213 676 607 537 104 113 is_linear=0 shrinkage=0.1 Tree=576 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00265498 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.07500152363677913 -0.075000209635477211 leaf_weight=0.0044575266911124345 0.0016047683328270779 leaf_count=17 1196 internal_value=0.0352941 internal_weight=0.0060623 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=577 num_leaves=7 num_cat=0 split_feature=10 11 9 6 7 2 split_gain=0.101673 0.158169 0.118061 0.370516 0.497436 0.40761 threshold=30.500000000000004 12.500000000000002 6.0922751576412013 115.44486244277728 73.565496186226582 3.5000000000000004 decision_type=10 10 10 8 10 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0014013235744873092 -0.061608197220306526 0.075545127221520819 0.048197920830403515 -0.060836544519086044 -0.078847095570193995 0.035713594516466447 leaf_weight=30.055715272023008 0.52409541475208143 0.1001506601460278 2.0598179483786216 1.1061560190282764 0.36193846352398429 2.188769365529879 leaf_count=567 174 40 194 31 4 203 internal_value=0.000405938 -0.0396041 0.00110413 0.0142767 -0.00483028 0.0194577 internal_weight=36.3966 0.624246 35.7724 5.71668 3.65686 2.55071 internal_count=1213 214 999 432 238 207 is_linear=0 shrinkage=0.1 Tree=578 num_leaves=7 num_cat=0 split_feature=19 21 19 19 19 19 split_gain=0.416731 0.598226 0.247899 0.545516 0.496718 0.393312 threshold=0.98495817490000015 0.11311668870000001 0.76768386320000015 0.60557055170000018 0.49158705255000007 0.43081104100000006 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=-0.11697258879641798 0.096769668997441452 -0.002688421581044946 -0.026620242978764676 0.040414081017742132 -0.056224866460213366 0.054539543825657101 leaf_weight=0.44864764677413405 0.42986321449279685 15.927347184944685 3.174904227256774 3.353773593902587 1.6240850798785675 1.2988741993904103 leaf_count=22 1 1148 14 13 9 6 internal_value=-0.000881736 -0.002507 -0.000483488 0.00325374 -0.00335768 0.00162662 internal_weight=26.2575 25.8276 25.379 22.2041 18.8503 17.2262 internal_count=1213 1212 1190 1176 1163 1154 is_linear=0 shrinkage=0.1 Tree=579 num_leaves=7 num_cat=0 split_feature=9 8 5 4 2 0 split_gain=0.109907 0.532239 0.696192 0.990988 0.906423 0.705454 threshold=6.1133699641305155 5.2952081004271827 169.00000000000003 207.50000000000003 1.5000000000000002 0.066242500000000024 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=-0.0031526741938346352 -0.014271922893342299 0.038711038579018114 -0.053636215111999203 0.065922025733011272 -0.063542632537265845 0.055383870205785925 leaf_weight=20.758573087863638 4.6054767514783626 3.5684410850517443 2.4141688620096593 2.2528776228427878 2.272588498890399 2.2854718454182139 leaf_count=216 643 133 100 28 66 27 internal_value=0.00021394 0.00220232 -0.00214269 0.00236643 -0.00328926 0.00265289 internal_weight=38.1576 33.5521 29.9837 27.5695 25.3166 23.044 internal_count=1213 570 437 337 309 243 is_linear=0 shrinkage=0.1 Tree=580 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00241559 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001324405791256 -0.075000194887983374 leaf_weight=0.0039033110879245214 0.0014808730084254762 leaf_count=17 1196 internal_value=0.0337447 internal_weight=0.00538418 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=581 num_leaves=7 num_cat=0 split_feature=15 14 16 0 0 0 split_gain=0.102331 0.186282 0.139304 0.104892 0.646477 1.0649 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 0.044599000000000007 0.058236500000000004 0.06754300000000002 decision_type=10 10 10 8 8 8 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0084567717504357969 -0.076565762277743227 0.078188657133112779 0.069346793915474672 0.061293236993059955 -0.08623127899157558 0.0050281923888843821 leaf_weight=8.4480353967919637 0.53715842695964866 0.11851223817211576 0.074505442113149911 1.8540693348040829 1.3517407188192034 23.646746851227363 leaf_count=272 92 10 88 37 16 698 internal_value=0.000495186 -0.0365596 -0.0587925 0.00126165 0.00431914 9.35281e-05 internal_weight=36.0308 0.730176 0.611664 35.3006 26.8526 24.9985 internal_count=1213 190 180 1023 751 714 is_linear=0 shrinkage=0.1 Tree=582 num_leaves=7 num_cat=0 split_feature=0 3 0 4 4 8 split_gain=0.11271 0.274038 0.242992 0.128466 0.265194 0.200243 threshold=0.004088500000000001 1.5000000000000002 0.00013200000000000004 126.00000000000001 168.50000000000003 4.4479945522337943 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=-0.040559956321547491 -0.076653163573446439 0.078518033304975199 0.04213272457250529 -0.078297638184680204 0.035364391547155177 -0.0028361565884644424 leaf_weight=0.46762141765794041 0.49126128101488831 0.20048283785581844 1.4800782903403158 0.44538434827700513 1.4662723271176243 21.389055796430512 leaf_count=65 154 2 30 29 43 890 internal_value=-0.000855955 -0.00273405 0.0222791 -0.00118887 -0.00187468 -0.000385419 internal_weight=25.9402 23.9925 1.9477 23.5012 23.3007 22.8553 internal_count=1213 1118 95 964 962 933 is_linear=0 shrinkage=0.1 Tree=583 num_leaves=7 num_cat=0 split_feature=21 21 19 20 19 9 split_gain=0.102736 0.318559 0.293897 0.530355 0.45891 0.18031 threshold=0.22326373405000002 0.32197624670000008 0.3090768229000001 0.62523871355000005 0.38321934000000007 7.8643666710854703 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.015411544166653128 0.055827090331449503 0.032433129531972936 -0.038541719704893319 0.10003898791791913 0.0018901795704325973 -0.04808887987334421 leaf_weight=3.8318999099302573 1.0597133934497831 2.5935664735734463 3.6229919921606779 0.47125193476676941 25.486718348451188 0.74288318965318367 leaf_count=38 6 14 25 1 814 315 internal_value=0.000110555 0.00186112 0.000123787 -0.0026396 0.0022319 0.000474657 internal_weight=37.809 33.9771 32.9174 30.3238 26.7009 26.2296 internal_count=1213 1175 1169 1155 1130 1129 is_linear=0 shrinkage=0.1 Tree=584 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00227613 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001315703280017 -0.075000180867668811 leaf_weight=0.0038454863097285852 0.0013726924338559598 leaf_count=17 1196 internal_value=0.035542 internal_weight=0.00521818 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=585 num_leaves=7 num_cat=0 split_feature=10 13 4 4 3 7 split_gain=0.102373 0.145371 0.113642 0.331511 0.282736 0.269274 threshold=30.500000000000004 49191.500000000007 2341.0000000000005 3982.5000000000005 5.5000000000000009 73.860785021670111 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=0.0016796881458410195 0.04774057637256704 -0.068870163660499639 0.089877391638672657 -0.02481143652131736 -0.037606880245757403 0.033051275826166494 leaf_weight=29.58413304014903 0.1406156720186108 0.44593849394732388 0.54340553854126428 1.5381081915111283 1.9527832045569073 1.6856926022301193 leaf_count=505 115 99 55 130 121 188 internal_value=0.000519543 -0.0409149 0.00120795 0.0176235 -0.000752958 0.00544439 internal_weight=35.8907 0.586554 35.3041 3.76721 31.5369 3.2238 internal_count=1213 214 999 373 626 318 is_linear=0 shrinkage=0.1 Tree=586 num_leaves=7 num_cat=0 split_feature=5 6 4 8 11 3 split_gain=0.110452 0.306338 0.183931 0.49821 0.341878 0.309254 threshold=11814.500000000002 125.24923058171883 6264.0000000000009 5.2557369634631668 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=-0.0013911536765979715 0.024068965691178289 -0.066878167248679662 0.032284581395231896 -0.073592052729597818 0.023020679927868711 0.050774609732690282 leaf_weight=18.521741891510391 1.6590545218477917 0.71944281930336629 1.5829184979993431 1.528786247902189 0.48167014869977709 1.2107194301788684 leaf_count=373 114 76 188 353 79 30 internal_value=-0.000886635 -0.0026085 -0.000626218 -0.00302218 -0.0504453 0.00180957 internal_weight=25.7043 24.0453 23.3258 21.7429 2.01046 19.7325 internal_count=1213 1099 1023 835 432 403 is_linear=0 shrinkage=0.1 Tree=587 num_leaves=7 num_cat=0 split_feature=5 0 0 0 0 7 split_gain=0.106729 0.362196 0.58361 0.374885 0.283842 0.653274 threshold=63.000000000000007 0.00057800000000000006 0.34630600000000006 3.9500000000000005e-05 0.030394000000000001 69.792058971722028 decision_type=8 10 10 8 8 10 left_child=1 3 -3 -1 5 -2 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.01608873713609486 -0.081381221667570169 -0.082839108895706226 0.023049415727574147 0.062004242235612586 0.0044099360801871917 0.045928710680808033 leaf_weight=1.7771103680133813 1.1499971574068002 1.3998710205778482 0.8285967744886874 0.93979937583208073 30.891621537534064 0.62056040502586984 leaf_count=60 83 35 22 3 921 89 internal_value=0.000105248 -0.0135855 -0.0434673 0.0109242 0.00217816 -0.0367605 internal_weight=37.6076 4.94538 2.22847 2.71691 32.6622 1.77056 internal_count=1213 120 57 63 1093 172 is_linear=0 shrinkage=0.1 Tree=588 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00211638 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001286567586492 -0.075000165449847972 leaf_weight=0.0036920080638083164 0.0012621451869154754 leaf_count=17 1196 internal_value=0.0367862 internal_weight=0.00495415 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=589 num_leaves=7 num_cat=0 split_feature=19 21 21 21 20 19 split_gain=0.0987346 0.305563 0.118761 0.206406 0.185181 0.250469 threshold=0.39953208990000005 0.64326956145000014 0.32197624670000008 0.41913016440000006 0.4919716118500001 0.58052914010000012 decision_type=8 10 8 8 10 10 left_child=1 -1 -2 -4 5 -5 right_child=2 -3 3 4 -6 -7 leaf_value=0.040635469799477741 -0.023276752267254716 -0.016408458526678379 0.055448663270226309 -0.00022255042372071603 -0.032977491432243773 0.072105664456206739 leaf_weight=2.1449904262390196 2.2944610342383385 1.6702273711562154 0.66440648585557938 26.575442739973383 1.6965385358780611 0.48756768554448982 leaf_count=35 18 12 6 1125 12 5 internal_value=0.000463902 0.0156628 -0.00136428 0.000344443 -0.000928581 0.00108052 internal_weight=35.5336 3.81522 31.7184 29.424 28.7595 27.063 internal_count=1213 47 1166 1148 1142 1130 is_linear=0 shrinkage=0.1 Tree=590 num_leaves=7 num_cat=0 split_feature=19 21 21 19 19 20 split_gain=0.380334 0.53106 0.412624 0.257142 0.433308 0.69239 threshold=0.98495817490000015 0.11311668870000001 0.9123116092500001 0.76768386320000015 0.60557055170000018 0.18647970780000003 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=-0.11250420755247795 0.094909952584517177 -0.094907942019544653 -0.10198993333267632 -0.02536374052763812 0.038597100217608461 0.0032189733594856261 leaf_weight=0.43007651744846953 0.40869903564453025 0.75094734877347946 0.39349350705742736 3.1571415662765494 3.2857768684625617 16.942374833663074 leaf_count=22 1 7 4 14 13 1152 internal_value=-0.000777242 -0.00234405 -0.000412628 0.00124339 0.00524749 -0.00094577 internal_weight=25.3685 24.9598 24.5297 24.1362 20.9791 17.6933 internal_count=1213 1212 1190 1186 1172 1159 is_linear=0 shrinkage=0.1 Tree=591 num_leaves=7 num_cat=0 split_feature=19 19 19 19 19 20 split_gain=0.106547 0.591414 0.665867 0.248113 0.197997 0.30422 threshold=0.49158705255000007 0.60557055170000018 0.68175770400000013 0.3090768229000001 0.86261934210000013 0.59289009450000008 decision_type=8 8 8 10 8 8 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.0049848222938860482 0.057828971768927331 -0.084169670522819665 0.028332829792685418 -0.037795666036748637 -0.059490316834188178 0.0010511353025665806 leaf_weight=3.2911675135516845 1.8103311788290737 0.93332560732960701 2.5365810357034206 2.3052543681114912 0.85792431980371475 25.507321419284395 leaf_count=38 9 9 12 18 5 1122 internal_value=8.1927e-05 0.00233126 -0.00103622 -0.0126371 0.00164841 -0.000918882 internal_weight=37.2419 31.6455 29.8352 5.59642 28.9018 26.3652 internal_count=1213 1157 1148 56 1139 1127 is_linear=0 shrinkage=0.1 Tree=592 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00197451 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001236649278769 -0.075000152551159258 leaf_weight=0.0035335100819793297 0.0011674918535033996 leaf_count=17 1196 internal_value=0.0377485 internal_weight=0.004701 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=593 num_leaves=7 num_cat=0 split_feature=0 0 0 0 3 0 split_gain=0.0931787 0.139637 0.247211 0.225905 1.68528 0.457549 threshold=43.150867500000011 30.014669000000001 14.857993000000002 7.6228285000000016 3.5000000000000004 4.6811795000000016 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=0.0026261026467399064 -0.034158424460955135 0.030103746402183745 -0.040645312040946048 0.16951709184110186 -0.05955139120443486 -0.056336401426164688 leaf_weight=28.944698088818775 0.75970947206951578 1.5992756816558529 1.441845471097621 0.5792838856577861 0.72082381989457656 1.3787821708028776 leaf_count=913 29 77 41 8 52 93 internal_value=0.000485485 0.00124474 -0.000151085 0.00169521 0.0425138 -5.48709e-05 internal_weight=35.4244 34.6647 33.0654 31.6236 1.30011 30.3235 internal_count=1213 1184 1107 1066 60 1006 is_linear=0 shrinkage=0.1 Tree=594 num_leaves=7 num_cat=0 split_feature=19 19 21 19 19 20 split_gain=0.106707 0.618684 0.447071 0.31412 0.304866 0.490916 threshold=0.13005968095000003 0.26668451185000003 0.90678400470000009 0.98495817490000015 0.76768386320000015 0.79454162265000006 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=0.026252783619507176 -0.089643365231384553 0.0025857806924652026 -0.10657903719497577 0.092624551004894654 -0.027495039820791586 0.087566560649089756 leaf_weight=1.3801419909218564 0.78503805212676525 18.224964589833711 0.38241584599017997 0.37985929846763511 3.2275995761156073 0.70611360669135947 leaf_count=26 9 1154 5 1 15 3 internal_value=-0.000777297 -0.00235096 0.000638783 0.00245797 0.000912271 0.00575549 internal_weight=25.0861 23.706 22.921 22.5385 22.1587 18.9311 internal_count=1213 1187 1178 1173 1172 1157 is_linear=0 shrinkage=0.1 Tree=595 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 7 split_gain=0.110967 0.289971 0.238844 0.404815 0.574641 0.569796 threshold=0.22326373405000002 0.32197624670000008 0.3090768229000001 0.73806720815000004 0.89730301130000012 83.814145346247159 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=-0.016285372053349272 0.054129092503381243 0.029578239411153357 -0.03378114350628416 0.063390053032054444 0.0010616393431648126 -0.089738701057170855 leaf_weight=3.7358267156078568 1.0297381132841108 2.5526663772761822 3.5905718877911568 1.4419651627540586 23.988489324444355 0.7116068908944716 leaf_count=38 6 14 28 7 1108 12 internal_value=5.73241e-05 0.00188993 0.000223769 -0.00229643 0.00202795 -0.00155431 internal_weight=37.0509 33.315 32.2853 29.7326 26.1421 24.7001 internal_count=1213 1175 1169 1155 1127 1120 is_linear=0 shrinkage=0.1 Tree=596 num_leaves=2 num_cat=0 split_feature=19 split_gain=0.00182843 threshold=1.0000000180025095e-35 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.075001151731164631 -0.075000140913391744 leaf_weight=0.0032909755427681375 0.0010790740308728175 leaf_count=17 1196 internal_value=0.0379621 internal_weight=0.00437005 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=597 num_leaves=7 num_cat=0 split_feature=21 20 20 20 20 21 split_gain=0.107291 0.110384 0.487288 0.257612 0.536981 0.285478 threshold=0.11311668870000001 0.84483228280000011 0.76348215705000011 0.67806301170000005 0.62523871355000005 0.21861127385000004 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=0.036444516601697965 0.060905903515529637 0.028485395733669223 -0.082598892055916362 0.055062774601897582 -0.082038351425223227 -0.00056358967400083363 leaf_weight=0.8105033002429991 0.77508494630455971 1.2768526151776303 0.72429821267723937 0.83788437396287818 0.79926275461912055 29.948887900369307 leaf_count=23 6 10 5 6 5 1158 internal_value=0.000482709 -0.000365522 -0.00147895 0.000336651 -0.00111796 0.000987124 internal_weight=35.1728 34.3623 33.0854 32.3611 31.5232 30.724 internal_count=1213 1190 1180 1175 1169 1164 is_linear=0 shrinkage=0.1 Tree=598 num_leaves=7 num_cat=0 split_feature=20 20 19 19 19 20 split_gain=0.106554 0.379993 0.317657 0.794923 0.741979 0.598909 threshold=0.79454162265000006 0.67806301170000005 0.89730301130000012 0.76768386320000015 0.63319291535000011 0.18647970780000003 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=-0.092267769166326397 0.019880863800985863 -0.052009827062767966 0.04897299471185404 -0.089531540105306534 0.057676750265187919 -0.00094690208597175978 leaf_weight=0.75212612451764471 2.255646124482154 1.4734602291136969 1.2713639363646496 0.99864140152931113 2.1249381229281417 15.902438280987571 leaf_count=25 13 9 5 6 8 1147 internal_value=-0.000840771 -0.00291602 0.000520538 -0.00259405 0.00202905 -0.00507099 internal_weight=24.7786 22.523 21.0495 19.7781 18.7795 16.6546 internal_count=1213 1200 1191 1186 1180 1172 is_linear=0 shrinkage=0.1 Tree=599 num_leaves=7 num_cat=0 split_feature=6 6 5 7 3 0 split_gain=0.0973963 0.374722 0.829433 0.361012 0.383546 0.553968 threshold=102.50410753707952 83.360795883618621 593.00000000000011 31.717862370843921 4.5000000000000009 0.22217700000000004 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=0.0032471476985013663 -0.013923362100475407 0.082371939451737874 -0.022393128167880142 -0.053826373062426103 0.052743011844422164 -0.043200047620152483 leaf_weight=23.784845265967316 4.3634639229121595 1.6827438371255987 1.3717177787666512 1.2609449589947406 1.3564690885832522 2.8786028595641246 leaf_count=288 606 12 89 42 91 85 internal_value=0.000100522 0.00199296 0.0353234 -0.00148393 0.000871573 -0.00176732 internal_weight=36.6988 32.3353 3.05446 29.2809 28.0199 26.6634 internal_count=1213 607 101 506 464 373 is_linear=0 shrinkage=0.1 Tree=600 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=0.00113654 3.07694e-06 threshold=27019.000000000004 0.0061140000000000005 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.075001066859029977 -0.043061336613109132 0.068411634801764043 leaf_weight=0.0017475346430728678 0.0012028702238833233 0.0011919950025145454 leaf_count=12 1144 57 internal_value=0.038822 0.072329 internal_weight=0.0041424 0.00293953 internal_count=1213 69 is_linear=0 shrinkage=0.1 Tree=601 num_leaves=7 num_cat=0 split_feature=21 20 20 20 20 19 split_gain=0.0983918 0.102208 0.446557 0.188947 0.486639 0.272475 threshold=0.11311668870000001 0.84483228280000011 0.76348215705000011 0.67806301170000005 0.62523871355000005 0.43081104100000006 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=0.035041717273862009 0.034537429643936676 0.02734780524223103 -0.081993165381020583 0.046149107519839215 -0.081458188148395339 -0.0017256807106437119 leaf_weight=0.8049152189414599 2.2355596888810396 1.2839283198118199 0.67362672090530296 0.87345202267169852 0.73420892655849357 28.326618445273205 leaf_count=23 20 10 5 6 5 1144 internal_value=0.00048422 -0.000330839 -0.00141286 0.000274465 -0.00100585 0.00092689 internal_weight=34.9323 34.1274 32.8435 32.1698 31.2964 30.5622 internal_count=1213 1190 1180 1175 1169 1164 is_linear=0 shrinkage=0.1 Tree=602 num_leaves=7 num_cat=0 split_feature=21 19 20 20 19 19 split_gain=0.115952 0.715382 0.596918 1.04763 0.33137 0.575769 threshold=0.57223969770000005 0.26668451185000003 0.79454162265000006 0.67806301170000005 0.76768386320000015 0.63319291535000011 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=-0.094105047835699618 0.012193743675146532 -0.0023093666781937605 0.07095133824835427 -0.1066742011790448 -0.044836235868798945 0.05472346310149221 leaf_weight=0.84923025250441242 5.4128507263958445 12.692389000294513 1.1071793511509884 0.95344597101211448 1.4260823130607594 2.0569729432463637 leaf_count=28 31 1128 4 6 8 8 internal_value=-0.000724668 -0.00438851 -0.000210522 -0.00481029 0.00119398 0.00564454 internal_weight=24.4982 19.0853 18.2361 17.1289 16.1754 14.7494 internal_count=1213 1182 1154 1150 1144 1136 is_linear=0 shrinkage=0.1 Tree=603 num_leaves=7 num_cat=0 split_feature=21 20 21 19 19 20 split_gain=0.108057 0.269994 0.349597 0.247215 0.625984 0.322025 threshold=0.21861127385000004 0.20344614855000001 0.32197624670000008 0.13005968095000003 0.3090768229000001 0.62523871355000005 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=-0.018565007981330185 -0.047939536916844216 0.050538489106000201 -0.062432031918622323 0.064906350687883044 -0.032107289243626234 0.0025342457456580974 leaf_weight=2.8809098425337396 1.0643741022795437 1.491163909435272 0.603089839220047 1.5137501135468481 2.9949547946453094 25.800901691224691 leaf_count=35 11 8 4 8 17 1130 internal_value=1.86324e-05 0.00161829 0.00324613 0.00096484 0.00222629 -0.0010687 internal_weight=36.3491 33.4682 32.4039 30.9127 30.3096 28.7959 internal_count=1213 1178 1167 1159 1155 1147 is_linear=0 shrinkage=0.1 Tree=604 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=0.00104334 3.65489e-06 threshold=27019.000000000004 0.0061140000000000005 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.075001027322957686 -0.039980000133509261 0.067675137767030477 leaf_weight=0.0016686238013789989 0.0011800832317039323 0.0011506001681880207 leaf_count=12 1144 57 internal_value=0.0389657 0.0720111 internal_weight=0.00399931 0.00281922 internal_count=1213 69 is_linear=0 shrinkage=0.1 Tree=605 num_leaves=7 num_cat=0 split_feature=15 14 16 9 8 7 split_gain=0.0926216 0.171863 0.124324 0.107628 0.436411 0.320159 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.0922751576412013 6.0418701406839483 73.565496186226582 decision_type=10 10 10 10 10 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=-0.0011066716847866846 -0.076542086250020347 0.077854331256367593 0.069847070634589711 0.054897677713131879 -0.056729486897474826 0.01214196283800918 leaf_weight=28.959392090229812 0.48760058222978742 0.10976105400186498 0.065849235907080583 1.7680469494662236 0.91969288396649096 2.53665282651491 leaf_count=567 92 10 88 145 36 275 internal_value=0.000558503 -0.0364548 -0.0591248 0.00127661 0.0144874 -0.00618392 internal_weight=34.847 0.663211 0.55345 34.1838 5.22439 3.45635 internal_count=1213 190 180 1023 456 311 is_linear=0 shrinkage=0.1 Tree=606 num_leaves=7 num_cat=0 split_feature=19 19 19 20 21 21 split_gain=0.114673 0.498911 0.319372 0.231656 0.3573 0.356375 threshold=0.13005968095000003 0.26668451185000003 0.98495817490000015 0.79454162265000006 0.90678400470000009 0.71349892620000011 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=0.027736073467892419 -0.086992193603338708 -0.0069497892787822469 0.092054210517632948 0.035850163098477189 -0.10404558528714075 0.037441025764024007 leaf_weight=1.3378610929526074 0.67634157463908195 17.880651393163156 0.3721356987953176 1.5528210178017605 0.35236635804176231 2.0120097175240508 leaf_count=26 9 1155 1 7 5 10 internal_value=-0.000719524 -0.00238586 0.000195234 -0.00137299 -0.00422806 -0.00245996 internal_weight=24.1842 22.8463 22.17 21.7978 20.245 19.8927 internal_count=1213 1187 1178 1177 1170 1165 is_linear=0 shrinkage=0.1 Tree=607 num_leaves=7 num_cat=0 split_feature=21 20 21 20 20 21 split_gain=0.099141 0.218344 0.324172 0.131529 0.33569 0.667819 threshold=0.21861127385000004 0.20344614855000001 0.32197624670000008 0.65821364045000019 0.52497759330000016 0.49659266935000007 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=-0.018068977349559645 -0.043876712674361683 0.049117133038222051 -0.094672173656556044 0.022904505996745917 -0.055640664904345272 0.0035490263770452824 leaf_weight=2.818507196476105 1.0292078740894792 1.450138386338949 0.71077974885702133 2.462202224880456 1.0887673273682583 26.519259090204297 leaf_count=35 11 8 4 19 7 1129 internal_value=-6.14456e-05 0.00146453 0.00291237 0.000735592 -0.0011919 0.00098518 internal_weight=36.0789 33.2604 32.2311 30.781 28.3188 27.23 internal_count=1213 1178 1167 1159 1140 1133 is_linear=0 shrinkage=0.1 Tree=608 num_leaves=3 num_cat=0 split_feature=16 7 split_gain=0.000984835 6.92322e-09 threshold=2.0000000000000004 75.473057443178348 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=-0.031075804837364177 0.075001035746252775 0.074672331252324711 leaf_weight=0.0013083067273358395 0.0015914787218207493 0.001072622156364389 leaf_count=1120 6 87 internal_value=0.039976 0.0748687 internal_weight=0.00397241 0.0026641 internal_count=1213 93 is_linear=0 shrinkage=0.1 Tree=609 num_leaves=7 num_cat=0 split_feature=8 4 3 0 10 0 split_gain=0.0880093 0.15773 0.315269 0.262747 0.224423 0.27415 threshold=7.2680146144134401 2155.5000000000005 5.5000000000000009 0.23011500000000004 30.500000000000004 0.004088500000000001 decision_type=10 10 10 10 8 10 left_child=1 2 -1 -4 5 -3 right_child=-2 4 3 -5 -6 -7 leaf_value=0.0017318658838066541 -0.028031990131672582 -0.067398279994537194 0.035374854259896331 -0.063142706435292101 -0.047523849991339337 0.041483253221000861 leaf_weight=28.637777055737391 1.0377785964519706 0.25334884071344266 0.34019640722544764 1.3254608412098603 0.40444034846586863 2.6509647011698689 leaf_count=501 83 4 87 113 80 345 internal_value=0.000649981 0.00153554 -0.000728036 -0.0430213 0.0222666 0.0319853 internal_weight=34.65 33.6122 30.3034 1.66566 3.30875 2.90431 internal_count=1213 1130 701 200 429 349 is_linear=0 shrinkage=0.1 Tree=610 num_leaves=7 num_cat=0 split_feature=0 4 3 3 5 13 split_gain=0.103546 0.168248 0.248299 0.266305 0.223737 0.156461 threshold=60.179807500000003 56582.000000000007 54.500000000000007 15.500000000000002 7600.5000000000009 49193.500000000007 decision_type=10 10 10 10 10 8 left_child=1 2 3 4 -1 -5 right_child=-2 -3 -4 5 -6 -7 leaf_value=-0.0013811887197390489 0.047057969824673959 -0.063141319961348516 0.076326152110178708 0.012949309956348319 0.061678848731949058 -0.077227772050335888 leaf_weight=21.037590390006716 0.44246544782072206 0.43837874173186619 0.41204790586198115 0.26305891615288601 0.57809845637529989 0.7163538253371361 leaf_count=1000 14 34 43 28 22 72 internal_value=-0.000867577 -0.00177203 -0.000602699 -0.00200559 0.000305314 -0.0530073 internal_weight=23.888 23.4455 23.0071 22.5951 21.6157 0.979413 internal_count=1213 1199 1165 1122 1022 100 is_linear=0 shrinkage=0.1 Tree=611 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 19 split_gain=0.107003 0.551627 0.520204 0.169935 0.244891 0.167798 threshold=0.49158705255000007 0.60557055170000018 0.68175770400000013 0.86261934210000013 0.59289009450000008 0.3090768229000001 decision_type=8 8 8 8 8 10 left_child=5 -2 -3 -4 -5 -1 right_child=1 2 3 4 -6 -7 leaf_value=0.0015684745390638179 0.057065425593756131 -0.082381383726414611 0.027158798418919824 -0.057205622715152706 0.0005096572723752151 -0.034796218594848542 leaf_weight=3.11711419403251 1.7295321617275474 0.76605450920760632 2.3043576292693615 0.75738809630274773 25.069368886014686 2.1400718353688717 leaf_count=38 9 9 12 5 1122 18 internal_value=-5.4507e-05 0.00220792 -0.00107537 0.00113872 -0.00118288 -0.0132347 internal_weight=35.8839 30.6267 28.8972 28.1311 25.8268 5.25719 internal_count=1213 1157 1148 1139 1127 56 is_linear=0 shrinkage=0.1 Tree=612 num_leaves=3 num_cat=0 split_feature=16 7 split_gain=0.000912606 8.22693e-09 threshold=2.0000000000000004 75.473057443178348 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02897397040284698 0.075000934540140729 0.074631141886099955 leaf_weight=0.0012866914941147556 0.0014450076560024172 0.0010307744400481766 leaf_count=1120 6 87 internal_value=0.0393423 0.074847 internal_weight=0.00376247 0.00247578 internal_count=1213 93 is_linear=0 shrinkage=0.1 Tree=613 num_leaves=7 num_cat=0 split_feature=15 14 16 9 6 5 split_gain=0.088367 0.155992 0.117806 0.0962254 0.380222 0.397446 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.0922751576412013 118.72500894918325 3159.5000000000005 decision_type=10 10 10 10 10 8 left_child=3 2 -2 -1 5 -5 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0009105886381373413 -0.076516836917305459 0.077382222225094138 0.069971968419706834 0.076865678641013263 -0.006736206067113973 -0.033227707677901619 leaf_weight=28.810404092922909 0.45627456227521079 0.1002317828242667 0.062406821802142076 1.3801092992944164 3.170144595525926 0.43010177415271766 leaf_count=567 92 10 88 145 233 78 internal_value=0.000622289 -0.0368223 -0.0588916 0.00130813 0.014143 0.0507078 internal_weight=34.4097 0.618913 0.518681 33.7908 4.98036 1.81021 internal_count=1213 190 180 1023 456 223 is_linear=0 shrinkage=0.1 Tree=614 num_leaves=7 num_cat=0 split_feature=20 21 19 20 20 19 split_gain=0.0991982 0.18357 0.566831 0.50008 0.934532 0.286966 threshold=0.15581312665000005 0.57223969770000005 0.26668451185000003 0.79454162265000006 0.67806301170000005 0.98495817490000015 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=-0.029791143026133501 -0.092839099855202611 0.017533628928334214 -0.0011977891796499489 0.066569293735307192 -0.10414667269408218 0.090480427887999343 leaf_weight=1.1303808996403857 0.69358862563967705 4.9679392650723448 14.521752605418451 1.0400861650705326 0.89699116349220354 0.34964767098426897 leaf_count=26 10 27 1139 4 6 1 internal_value=-0.000885581 0.000568549 -0.00424697 -0.000591283 -0.00502121 0.000957695 internal_weight=23.6004 22.47 17.5021 16.8085 15.7684 14.8714 internal_count=1213 1187 1160 1150 1146 1140 is_linear=0 shrinkage=0.1 Tree=615 num_leaves=7 num_cat=0 split_feature=20 20 19 19 21 19 split_gain=0.100264 0.35564 0.218387 0.273407 0.16461 0.173594 threshold=0.79454162265000006 0.76348215705000011 0.89730301130000012 0.76768386320000015 0.85846023185000009 0.60557055170000018 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=0.0026281454209469268 -0.023625943696662675 0.07585425748017538 -0.053665653723424037 0.048821068086226466 -0.036155080122448571 -0.029459780339071363 leaf_weight=28.369546051554899 1.7126746680587519 0.62589224055409332 0.74767541512846847 1.1530553102493275 1.2611050885170687 1.7924986276775587 leaf_count=1160 13 3 5 6 12 14 internal_value=-1.85276e-05 0.0011724 -0.000230279 0.000996148 -0.000758762 0.000721194 internal_weight=35.6624 33.9498 33.3239 32.5762 31.4231 30.162 internal_count=1213 1200 1197 1192 1186 1174 is_linear=0 shrinkage=0.1 Tree=616 num_leaves=3 num_cat=0 split_feature=11 0 split_gain=0.000872717 7.82744e-06 threshold=10.500000000000002 0.0061140000000000005 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=-0.037891164261707244 0.075001060979458523 0.064189851331523995 leaf_weight=0.0010348594931226529 0.0014778502809349447 0.0012246224091772007 leaf_count=1036 6 171 internal_value=0.0401989 0.070102 internal_weight=0.00373733 0.00270247 internal_count=1213 177 is_linear=0 shrinkage=0.1 Tree=617 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 19 split_gain=0.0982944 0.293009 0.216263 0.489352 0.127438 0.29993 threshold=0.84483228280000011 0.69019084205000014 0.34051073370000001 0.31027308865000008 0.18603110280000004 0.63319291535000011 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.045177695586216593 0.028493228372414598 -0.04847148375379827 0.024957504253021724 -0.068446201627529707 0.0015239074355668453 -0.079717525567280789 leaf_weight=0.6426345418276469 1.2253050208091725 1.2186550814658392 3.4961502272635689 1.0484446492046107 26.135881997419361 0.46246813982725044 leaf_count=22 10 9 30 6 1132 4 internal_value=0.000681593 -0.000350934 0.001494 -0.00140574 0.0011745 0.000111355 internal_weight=34.2295 33.0042 31.7856 28.2894 27.241 26.5984 internal_count=1213 1203 1194 1164 1158 1136 is_linear=0 shrinkage=0.1 Tree=618 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 20 split_gain=0.0966182 0.242531 0.551991 0.294509 0.627383 0.299862 threshold=0.76768386320000015 0.60557055170000018 0.18647970780000003 0.71349892620000011 0.37052061300000005 0.62523871355000005 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=-0.090625799665580667 -0.017048677809200673 0.027556021042151768 -0.0026527902961943992 0.034194096731581712 -0.064633553505259775 0.047428225177204603 leaf_weight=0.69086042101116618 3.2330952212214461 3.0482831075787535 11.194065710762528 2.2537610046565524 1.5557495318353165 1.3385293688625086 leaf_count=25 16 15 1125 12 13 7 internal_value=-0.001005 0.00157804 -0.00307107 0.00063029 -0.00473903 0.00269605 internal_weight=23.3143 20.0812 17.033 16.3421 14.0883 12.5326 internal_count=1213 1197 1182 1157 1145 1132 is_linear=0 shrinkage=0.1 Tree=619 num_leaves=7 num_cat=0 split_feature=21 21 19 20 21 19 split_gain=0.111684 0.274948 0.199711 0.398766 0.219361 0.497165 threshold=0.22326373405000002 0.32197624670000008 0.3090768229000001 0.26125607545000001 0.41913016440000006 0.49158705255000007 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=-0.017231791309199596 0.055142259135342632 0.027853251571003459 -0.081213948219076182 0.048186701511699473 -0.083459544400476662 0.0002870415957976588 leaf_weight=3.4006127676029365 0.93896426260471344 2.4120315220206976 0.62337034661322832 0.90125747211277485 0.72842126339673996 26.409694044933545 leaf_count=38 6 14 10 6 7 1132 internal_value=-1.40865e-06 0.00182886 0.000217931 -0.00210764 -0.000348952 -0.00196082 internal_weight=35.4144 32.0137 31.0748 28.6627 28.0394 27.1381 internal_count=1213 1175 1169 1155 1145 1139 is_linear=0 shrinkage=0.1 Tree=620 num_leaves=3 num_cat=0 split_feature=13 3 split_gain=0.000819808 2.41057e-06 threshold=27019.000000000004 8.5000000000000018 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.075001122921113272 -0.03167711317505454 0.068810896872520594 leaf_weight=0.0011258520480623702 0.0011017038755145592 0.001425706813506622 leaf_count=9 1144 60 internal_value=0.0404147 0.0715423 internal_weight=0.00365326 0.00255156 internal_count=1213 69 is_linear=0 shrinkage=0.1 Tree=621 num_leaves=7 num_cat=0 split_feature=21 19 21 20 19 21 split_gain=0.106005 0.10395 0.189318 0.176191 0.44924 0.383511 threshold=0.11311668870000001 0.79701102020000014 0.32197624670000008 0.46962729790000007 0.43081104100000006 0.57223969770000005 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=0.037563761016732311 -0.03606670521128863 0.025622587248439705 -0.025028729803114672 0.049992380360192629 0.0015028947479383502 -0.065155534393239442 leaf_weight=0.76103952809353359 1.5002160323783753 1.4913271963596333 2.5138944685459137 1.8671333566308019 25.065327298121716 0.89389358274638553 leaf_count=23 15 12 18 16 1124 5 internal_value=0.000661213 -0.000181355 -0.00138995 0.000324694 0.00261518 -0.000792457 internal_weight=34.0928 33.3318 31.8405 30.3402 27.8264 25.9592 internal_count=1213 1190 1178 1163 1145 1129 is_linear=0 shrinkage=0.1 Tree=622 num_leaves=7 num_cat=0 split_feature=19 21 19 19 21 21 split_gain=0.112582 0.412474 0.352026 0.142 0.63317 0.431368 threshold=0.13005968095000003 0.90678400470000009 0.26668451185000003 0.49158705255000007 0.80522880530000018 0.5401222668500002 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=0.027567475939364261 -0.086090542179312043 -0.097053309500414298 0.02087302180794354 -0.0054662775960912626 -0.12768897104230853 0.04163049343336292 leaf_weight=1.3013751578014305 0.47209886461496353 0.45377221331000228 3.128632377833128 15.062043921352616 0.39337750524282356 2.2330880537629119 leaf_count=26 8 6 18 1143 3 9 internal_value=-0.00100252 -0.00271251 -0.000701667 0.00123481 -0.00223867 0.000614696 internal_weight=23.0444 21.743 21.2892 20.8171 17.6885 17.2951 internal_count=1213 1187 1181 1173 1155 1152 is_linear=0 shrinkage=0.1 Tree=623 num_leaves=7 num_cat=0 split_feature=5 4 4 0 7 4 split_gain=0.0980348 0.511152 0.86372 0.260083 0.60468 0.550867 threshold=63.000000000000007 163.00000000000003 109.00000000000001 0.030394000000000001 66.563581180703636 115.00000000000001 decision_type=8 10 10 8 8 8 left_child=1 2 -1 4 -2 -5 right_child=3 -3 -4 5 -6 -7 leaf_value=0.020416247576219303 -0.081030116931604571 0.028338882940830531 -0.087800171104628899 0.051408809528839389 0.044116363122770494 0.00027071970515022851 leaf_weight=1.3472892194986337 1.0766148803620035 1.8295545689761636 1.629663730971515 2.288878187537196 0.60196183242575085 26.433906370838045 leaf_count=16 83 32 72 16 89 905 internal_value=1.17073e-05 -0.0132592 -0.0388243 0.00210987 -0.0361508 0.00434584 internal_weight=35.2079 4.80651 2.97695 30.4014 1.67858 28.7228 internal_count=1213 120 88 1093 172 921 is_linear=0 shrinkage=0.1 Tree=624 num_leaves=3 num_cat=0 split_feature=16 8 split_gain=0.000783278 6.39897e-09 threshold=2.0000000000000004 7.2266048030396108 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=-0.023423229533316454 0.074668654367714096 0.075000945414057343 leaf_weight=0.0012465850922254162 0.0011110751600948987 0.0012113588163629174 leaf_count=1120 88 5 internal_value=0.04052 0.074842 internal_weight=0.00356902 0.00232243 internal_count=1213 93 is_linear=0 shrinkage=0.1 Tree=625 num_leaves=7 num_cat=0 split_feature=0 0 0 0 3 0 split_gain=0.0903325 0.114959 0.376242 0.210609 1.44418 0.390176 threshold=43.150867500000011 23.872839500000005 14.857993000000002 7.6228285000000016 5.5000000000000009 4.6811795000000016 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=0.0026846004769774286 -0.034938301776062074 0.025397459394565502 -0.059965159849563465 0.16055258406824011 -0.058603424957351019 -0.054893488019019866 leaf_weight=27.826289703543818 0.69899991143029083 1.8810115605592717 1.0143122616573226 0.55981280282139667 0.64960387512110174 1.2288933110394271 leaf_count=913 29 94 24 8 52 93 internal_value=0.000637417 0.00138734 -5.65488e-05 0.00195128 0.0428391 0.000249327 internal_weight=33.8589 33.1599 31.2789 30.2646 1.20942 29.0552 internal_count=1213 1184 1090 1066 60 1006 is_linear=0 shrinkage=0.1 Tree=626 num_leaves=7 num_cat=0 split_feature=19 21 19 20 19 19 split_gain=0.100578 0.381016 0.316185 0.138605 0.269926 0.491561 threshold=0.13005968095000003 0.90678400470000009 0.26668451185000003 0.79454162265000006 0.98495817490000015 0.95679870430000014 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=0.026009733876231241 -0.085006260080396245 -0.095864189828483687 -0.00064874606919107167 0.031050767381185243 0.088964652713663078 -0.12501280528242611 leaf_weight=1.2969759996557284 0.43633241206407547 0.42988517507910629 18.580282423135962 1.4299470111727703 0.32625129818916221 0.32335563004016776 leaf_count=26 8 6 1162 7 1 3 internal_value=-0.00103489 -0.00266437 -0.000765195 0.00101396 -0.00121959 -0.00277605 internal_weight=22.823 21.5261 21.0962 20.6598 19.2299 18.9036 internal_count=1213 1187 1181 1173 1166 1165 is_linear=0 shrinkage=0.1 Tree=627 num_leaves=7 num_cat=0 split_feature=7 4 5 5 4 2 split_gain=0.097413 0.1117 0.795658 0.918873 0.766011 0.664032 threshold=81.559319555350342 207.50000000000003 169.00000000000003 237.50000000000003 267.00000000000006 1.5000000000000002 decision_type=10 10 8 8 10 10 left_child=1 5 4 -4 -3 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0025638394638200306 -0.039073721611956658 0.11199093475200073 -0.093575070923207576 0.0064662548790349536 0.0057939239985946066 -0.052914120297577916 leaf_weight=21.101977522484962 0.62490901350974937 1.2862777560949301 1.0551379974931467 7.0698311164751297 1.4391799829900263 2.4031924046576014 leaf_count=243 34 6 35 790 34 71 internal_value=5.40991e-05 0.000765812 0.00915823 -0.00652548 0.0559135 -0.00310828 internal_weight=34.9805 34.3556 10.8504 8.12497 2.72546 23.5052 internal_count=1213 1179 865 825 40 314 is_linear=0 shrinkage=0.1 Tree=628 num_leaves=3 num_cat=0 split_feature=16 8 split_gain=0.000731197 7.93643e-09 threshold=2.0000000000000004 7.2266048030396108 decision_type=10 10 left_child=-1 -2 right_child=1 -3 leaf_value=-0.02155781517293321 0.074617372123326406 0.075000873803646548 leaf_weight=0.0012378615712602681 0.0010346514207242308 0.0011278602323727682 leaf_count=1120 88 5 internal_value=0.0397333 0.0748174 internal_weight=0.00340037 0.00216251 internal_count=1213 93 is_linear=0 shrinkage=0.1 Tree=629 num_leaves=7 num_cat=0 split_feature=20 20 20 20 19 20 split_gain=0.0845396 0.276749 0.178095 0.17547 0.270862 0.581136 threshold=0.84483228280000011 0.76348215705000011 0.67806301170000005 0.62523871355000005 0.43081104100000006 0.44432163585000006 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.033868758139963942 0.026828028160640852 -0.064720237580315781 0.046593195394931453 -0.046899571962919689 0.0012449893024508477 -0.069660255682692018 leaf_weight=2.299949937438214 1.1791222654283036 0.65602905303239722 0.83060586452484031 0.78845205157995124 26.548401977477639 1.2085197921842326 leaf_count=38 10 6 6 6 1138 9 internal_value=0.000527014 -0.000432164 0.000899284 -0.000331166 0.000890416 -0.00184218 internal_weight=33.5111 32.332 31.6759 30.8453 30.0569 27.7569 internal_count=1213 1203 1197 1191 1185 1147 is_linear=0 shrinkage=0.1 Tree=630 num_leaves=7 num_cat=0 split_feature=0 0 9 0 0 0 split_gain=0.106962 0.282806 0.2008 0.700313 0.248679 0.317268 threshold=0.0012590000000000001 0.00013200000000000004 5.692018441612956 20.176897000000004 0.084130500000000011 2.7156310000000006 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=-0.036436615969150515 -0.070993964890633143 0.067228141334096936 0.041918573315112402 0.036104657310278648 -0.075824711552357135 0.00026316299991324134 leaf_weight=0.41676674480550235 1.550866824932885 0.71403773738575183 1.3784766573238609 1.006993345916271 0.56628382319468329 16.990302347549004 leaf_count=65 252 20 133 31 361 351 internal_value=-0.000955213 0.0290217 -0.00253238 -0.0288308 0.00102015 -0.00219103 internal_weight=22.6237 1.1308 21.4929 2.55786 18.9351 17.5566 internal_count=1213 85 1128 283 845 712 is_linear=0 shrinkage=0.1 Tree=631 num_leaves=7 num_cat=0 split_feature=21 21 19 20 21 19 split_gain=0.0984526 0.247937 0.163325 0.369559 0.210592 0.425646 threshold=0.22326373405000002 0.32197624670000008 0.3090768229000001 0.26125607545000001 0.41913016440000006 0.49158705255000007 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=-0.016173263529642792 0.053953339519092217 0.025742370260908171 -0.08083935156062115 0.04743343766980767 -0.077217877383167433 0.00039526044856208069 leaf_weight=3.3534926844488382 0.88758429884910583 2.3355106730014086 0.57906781602650881 0.90094028599560261 0.72647042572498322 25.843842484263423 leaf_count=38 6 14 10 6 7 1132 internal_value=0.000110162 0.00185626 0.000334477 -0.00178102 -0.000114547 -0.00172679 internal_weight=34.6269 31.2734 30.3858 28.0503 27.4713 26.5703 internal_count=1213 1175 1169 1155 1145 1139 is_linear=0 shrinkage=0.1 Tree=632 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=0.000694879 3.58353e-06 threshold=27019.000000000004 0.004088500000000001 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.075000877905660693 -0.027182251019921 0.067043503420676095 leaf_weight=0.0011374566511221929 0.0010562977779962068 0.0011263612686036595 leaf_count=10 1144 59 internal_value=0.0397917 0.0710417 internal_weight=0.00332012 0.00226382 internal_count=1213 69 is_linear=0 shrinkage=0.1 Tree=633 num_leaves=7 num_cat=0 split_feature=21 19 21 20 20 21 split_gain=0.108477 0.110279 0.164566 0.168156 0.435213 0.392612 threshold=0.11311668870000001 0.79701102020000014 0.32197624670000008 0.46962729790000007 0.69019084205000014 0.77356890670000011 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=0.0381565282075923 -0.034634458309339242 0.026267038511827236 -0.02509283510874033 0.048368317929979213 0.00055323210972214388 -0.08643321468666415 leaf_weight=0.74621990247032954 1.4443932687863705 1.4798499643802632 2.4624577425420284 1.8989768661558626 24.783959354976119 0.52996790409088035 leaf_count=23 15 12 18 17 1126 2 internal_value=0.00045833 -0.000404599 -0.00167293 -6.85847e-05 0.00219582 -0.0012679 internal_weight=33.3458 32.5996 31.1198 29.6754 27.2129 25.3139 internal_count=1213 1190 1178 1163 1145 1128 is_linear=0 shrinkage=0.1 Tree=634 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 20 split_gain=0.0989571 0.313215 0.308728 0.256093 0.157683 0.598599 threshold=0.89041469205000012 0.84483228280000011 0.79454162265000006 0.76348215705000011 0.5401222668500002 0.5731449982500002 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.015223232133943951 0.0302920480660064 -0.095946543145683183 0.070461025327082219 -0.082531168634040308 -0.0014564202810464048 0.075513078249833429 leaf_weight=5.7195716781588999 0.97682452574372192 0.35095944255590339 0.59262444078922172 0.3946198932826509 13.246403940189355 1.093850154429673 leaf_count=53 7 3 3 3 1139 5 internal_value=-0.000833862 -0.00225477 -0.000692458 -0.00275398 -0.00118459 0.00441468 internal_weight=22.3749 21.398 21.0471 20.4544 20.0598 14.3403 internal_count=1213 1206 1203 1200 1197 1144 is_linear=0 shrinkage=0.1 Tree=635 num_leaves=7 num_cat=0 split_feature=6 9 13 6 7 4 split_gain=0.0919398 0.354126 0.405054 0.395867 0.40796 0.319155 threshold=126.74210505690918 6.3944237114723839 49191.500000000007 83.360795883618621 31.717862370843921 207.50000000000003 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=-0.0031569187705549917 0.027862767584333877 -0.073306269242593827 0.002470212656189377 0.036481272204531998 -0.060469158832427219 0.03020766718847125 leaf_weight=23.023771850392233 1.1524308708725346 1.3865009400398514 1.4360220503782555 3.0446564406156531 1.1260102927384412 3.2748047320637843 leaf_count=309 68 371 194 81 35 155 internal_value=9.4125e-05 -0.000867117 -0.0347533 0.00227193 -0.00152596 0.000997774 internal_weight=34.4442 33.2918 2.82252 30.4692 27.4246 26.2986 internal_count=1213 1145 565 580 499 464 is_linear=0 shrinkage=0.1 Tree=636 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000655793 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.017926821670695644 0.074792054379233225 leaf_weight=0.0012247091907902075 0.002022736362928157 leaf_count=1120 93 internal_value=0.039825 internal_weight=0.00324745 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=637 num_leaves=7 num_cat=0 split_feature=0 0 0 0 2 4 split_gain=0.0868116 1.49888 0.897965 0.455332 0.926574 0.547155 threshold=0.06754300000000002 0.064953000000000025 0.10875250000000002 0.24661950000000002 1.5000000000000002 226.00000000000003 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=0.0030465275961083019 0.078527798672033466 -0.14504026213682464 -0.14707080014393967 0.046552975058273237 -0.0025589318862911038 -0.003184182657514092 leaf_weight=10.517665438175751 1.5142873591394188 0.73099795263260681 0.62759774923324885 2.5750594846904304 1.5140460357361005 15.679634429528958 leaf_count=337 61 8 1 54 180 572 internal_value=0.000564128 -0.00657694 0.00423027 -0.00128581 -0.0449074 0.00383188 internal_weight=33.1593 11.2487 21.9106 20.3963 2.14164 18.2547 internal_count=1213 345 868 807 181 626 is_linear=0 shrinkage=0.1 Tree=638 num_leaves=7 num_cat=0 split_feature=5 6 4 9 8 4 split_gain=0.10072 0.25857 0.155853 0.129301 0.244165 0.296769 threshold=11814.500000000002 125.24923058171883 129637.50000000001 7.9538437412311724 5.1961442471023433 2017.5000000000002 decision_type=10 10 8 10 10 10 left_child=1 3 -2 4 -1 -6 right_child=2 -3 -4 -5 5 -7 leaf_value=0.0017507959407512146 0.042090416710511357 -0.065456155798142859 -0.034037928001559262 0.038813730136799965 -0.070963819250956003 0.00069458324191052669 leaf_weight=16.921638908527726 1.1393175836442411 0.63806353410472993 0.35200598370283853 0.79173854221335105 1.0861483881608358 1.2351925826078511 leaf_count=416 102 76 12 69 261 277 internal_value=-0.000977031 -0.00278762 0.0241214 -0.000791757 -0.0024213 -0.0328342 internal_weight=22.1641 20.6728 1.49132 20.0347 19.243 2.32134 internal_count=1213 1099 114 1023 954 538 is_linear=0 shrinkage=0.1 Tree=639 num_leaves=7 num_cat=0 split_feature=4 4 9 9 6 8 split_gain=0.0941916 0.374964 0.145203 0.222145 0.481027 0.318344 threshold=4353.5000000000009 23996.500000000004 7.5629028176013291 6.3944237114723839 126.02268038967817 5.2952081004271827 decision_type=10 8 10 10 8 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0013068038432945497 -0.073461799655498247 0.035051074285509604 0.034908472074152423 -0.06789566695007089 0.042017508743269281 0.035120163250190316 leaf_weight=27.171869220574031 0.73358025710658714 0.56270264944600978 1.2248245890467178 1.280745317926629 0.57780484855175029 2.6314540298189959 leaf_count=406 317 80 208 122 8 72 internal_value=8.2486e-05 -0.0263575 0.00112466 -0.000182249 -0.0337247 0.00190948 internal_weight=34.183 1.29628 32.8867 31.6619 1.85855 29.8033 internal_count=1213 397 816 608 130 478 is_linear=0 shrinkage=0.1 Tree=640 num_leaves=3 num_cat=0 split_feature=13 0 split_gain=0.00061568 4.08409e-06 threshold=27019.000000000004 0.004088500000000001 decision_type=8 10 left_child=1 -1 right_child=-2 -3 leaf_value=0.075000778202772247 -0.023839521353133501 0.066166513092565757 leaf_weight=0.0010409714341221843 0.001031291048213312 0.0010523080761757342 leaf_count=10 1144 59 internal_value=0.0394025 0.0705597 internal_weight=0.00312457 0.00209328 internal_count=1213 69 is_linear=0 shrinkage=0.1 Tree=641 num_leaves=7 num_cat=0 split_feature=21 19 21 19 19 20 split_gain=0.0878613 0.102639 0.145117 0.15554 0.430942 0.143792 threshold=0.11311668870000001 0.79701102020000014 0.32197624670000008 0.3090768229000001 0.39953208990000005 0.20344614855000001 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=0.03444795402453326 -0.032794130528694919 0.025409273951627093 -0.027937903960639783 0.074342016354174437 0.044713436171719668 -0.001427651712374923 leaf_weight=0.7483883983695705 1.4100115317851303 1.4908244460821141 1.8589465171098707 0.79841636121273041 0.69351450726389885 25.850610349680224 leaf_count=23 15 12 14 7 6 1136 internal_value=0.00057672 -0.000212906 -0.00146074 5.22083e-05 0.00195518 -0.00022213 internal_weight=32.8507 32.1023 30.6115 29.2015 27.3425 26.5441 internal_count=1213 1190 1178 1163 1149 1142 is_linear=0 shrinkage=0.1 Tree=642 num_leaves=7 num_cat=0 split_feature=0 4 5 3 5 5 split_gain=0.0951121 0.138458 0.17769 0.228619 0.199356 0.155142 threshold=60.179807500000003 56582.000000000007 18270.000000000004 13.500000000000002 3085.5000000000005 1107.5000000000002 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=-0.0011010931791602255 0.045993666507626624 -0.060167721149926662 0.050059580400665049 -0.052447581241148615 0.038328853600026136 -0.053110414082968932 leaf_weight=17.749170267306702 0.424345837906002 0.39907447050791134 0.66755327613645832 0.87269773054003863 1.2606389475376989 0.59269626415334542 leaf_count=632 14 34 68 111 156 198 internal_value=-0.000890033 -0.00181358 -0.000712132 -0.00236744 -0.00013789 -0.00278171 internal_weight=21.9662 21.5418 21.1428 20.4752 19.6025 18.3419 internal_count=1213 1199 1165 1097 986 830 is_linear=0 shrinkage=0.1 Tree=643 num_leaves=7 num_cat=0 split_feature=21 21 19 20 21 19 split_gain=0.0907917 0.219729 0.150383 0.34203 0.190197 0.355968 threshold=0.22326373405000002 0.32197624670000008 0.3090768229000001 0.26125607545000001 0.41913016440000006 0.49158705255000007 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=-0.015721095206219237 0.051745956122703468 0.02470475440613891 -0.08044534162780137 0.045326891053280721 -0.071613924576620344 0.00020367547659638793 leaf_weight=3.308221596239818 0.85345291718840599 2.3234845120459795 0.54195887129753828 0.88708363194018602 0.70959164947271347 25.201060032178265 leaf_count=38 6 14 10 6 7 1132 internal_value=1.42456e-05 0.00172007 0.000280752 -0.00179494 -0.000204311 -0.00176313 internal_weight=33.8249 30.5166 29.6632 27.3397 26.7977 25.9107 internal_count=1213 1175 1169 1155 1145 1139 is_linear=0 shrinkage=0.1 Tree=644 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000596095 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.015659458502408494 0.074756671756795331 leaf_weight=0.0011999948934384719 0.0018583885745826478 leaf_count=1120 93 internal_value=0.0392808 internal_weight=0.00305838 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=645 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.0941718 0.256887 0.185368 0.163485 0.184618 0.419665 threshold=0.84483228280000011 0.76348215705000011 0.67806301170000005 0.62523871355000005 0.34051073370000001 0.31027308865000008 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=0.00073599358693319909 0.028378068437579337 -0.063983014516488856 0.04838453504483245 -0.046208814708979563 0.027425778271753867 -0.066620850581762578 leaf_weight=26.048013094405196 1.169808655977248 0.62511004321277042 0.79646566510200401 0.76241979748010535 2.3748492635786524 0.95905286353081365 leaf_count=1158 10 6 6 6 21 6 internal_value=0.000516773 -0.000515746 0.00076651 -0.00049164 0.000694657 -0.00165593 internal_weight=32.7357 31.5659 30.9408 30.1443 29.3819 27.0071 internal_count=1213 1203 1197 1191 1185 1164 is_linear=0 shrinkage=0.1 Tree=646 num_leaves=7 num_cat=0 split_feature=19 21 19 21 19 20 split_gain=0.0950658 0.353893 0.294887 0.137282 0.261208 0.3589 threshold=0.13005968095000003 0.90678400470000009 0.26668451185000003 0.077853006800000013 0.76768386320000015 0.79454162265000006 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=0.025899709837818575 -0.084340237478102376 -0.095432181682014589 0.060301743348354114 0.0020958841796921562 -0.028468968126814504 0.084774168894685545 leaf_weight=1.2643595506729068 0.41096031107008457 0.40050412714481254 0.38593475520610809 16.038662187056637 2.7511306852102271 0.54280709475278754 leaf_count=26 8 6 2 1153 15 3 internal_value=-0.000713627 -0.00235263 -0.000500688 0.00124664 6.77274e-05 0.00480242 internal_weight=21.7944 20.53 20.1295 19.7185 19.3326 16.5815 internal_count=1213 1187 1181 1173 1171 1156 is_linear=0 shrinkage=0.1 Tree=647 num_leaves=7 num_cat=0 split_feature=20 20 21 21 6 6 split_gain=0.0908939 0.30336 0.130055 0.185207 0.0901523 0.328875 threshold=0.79454162265000006 0.76348215705000011 0.85846023185000009 0.77356890670000011 102.50410753707952 83.360795883618621 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=-0.001765842810130066 -0.023437954589270039 0.072534861577501913 -0.034096675160229954 0.057683517628450989 -0.014258176418054512 0.035176444371737343 leaf_weight=23.28277352913473 1.5828190250322212 0.58382093161344428 1.0935232928022731 0.56578882038593192 3.8943254925230795 2.6880248689069495 leaf_count=474 13 3 12 4 606 101 internal_value=-4.40482e-05 0.00110919 -0.000213592 0.00100398 -6.97985e-05 0.00205775 internal_weight=33.6911 32.1083 31.5244 30.4309 29.8651 25.9708 internal_count=1213 1200 1197 1185 1181 575 is_linear=0 shrinkage=0.1 Tree=648 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000560969 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.014364794767666425 0.074717933113656293 leaf_weight=0.0011964856191024609 0.0017275155358369432 leaf_count=1120 93 internal_value=0.0382658 internal_weight=0.002924 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=649 num_leaves=7 num_cat=0 split_feature=21 20 20 20 20 19 split_gain=0.106853 0.0866152 0.333808 0.158998 0.401705 0.189342 threshold=0.11311668870000001 0.84483228280000011 0.76348215705000011 0.67806301170000005 0.62523871355000005 0.43081104100000006 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=0.038229460478148215 0.028958044214537317 0.026472955218890017 -0.080214158253285886 0.043750542810916539 -0.080795853770955273 -0.0018141063699668278 leaf_weight=0.73319458948571992 2.1620569229125977 1.1573532037436951 0.52807481773197551 0.80785632878541846 0.62095092236995597 26.601318860495685 leaf_count=23 20 10 5 6 5 1144 internal_value=0.000485555 -0.000382567 -0.00139432 -1.57256e-05 -0.00121898 0.000498944 internal_weight=32.6108 31.8776 30.7203 30.1922 29.3843 28.7634 internal_count=1213 1190 1180 1175 1169 1164 is_linear=0 shrinkage=0.1 Tree=650 num_leaves=7 num_cat=0 split_feature=20 19 21 19 21 21 split_gain=0.0903172 0.161199 0.332495 0.276317 0.193702 0.323245 threshold=0.15581312665000005 0.13005968095000003 0.90678400470000009 0.26668451185000003 0.21861127385000004 0.34062051785000008 decision_type=8 8 10 8 8 8 left_child=-1 -2 3 -3 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=-0.029162960806495206 0.037851554386406194 -0.08345261528485845 -0.094114065171374175 0.029575899575260862 -0.049790335287840132 0.0025548785610264202 leaf_weight=1.0565424927935962 1.1117061246186493 0.38377310894429684 0.37846893817186256 2.2803149297833443 1.2795798517763612 15.116282815615724 leaf_count=26 7 8 6 11 8 1147 internal_value=-0.000649165 0.000816813 -0.00130125 0.000541715 0.0022677 -0.00153029 internal_weight=21.6067 20.5501 19.4384 19.06 18.6762 16.3959 internal_count=1213 1187 1180 1174 1166 1155 is_linear=0 shrinkage=0.1 Tree=651 num_leaves=7 num_cat=0 split_feature=19 21 19 19 19 19 split_gain=0.100384 0.354236 0.34739 0.26285 0.505966 0.457935 threshold=0.33176430915000005 0.64326956145000014 0.38321934000000007 0.49158705255000007 0.60557055170000018 0.68175770400000013 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=-0.04688555638511812 0.077080617755388006 0.018893394636763271 -0.053415538200503557 0.055681036445283251 -0.081777658343381729 0.00070877839798160489 leaf_weight=1.7798685137069687 0.60001791268587112 1.5160094704478981 0.88622958771884441 1.6476654596626756 0.69064375385642052 26.400128365633481 leaf_count=33 3 8 12 9 9 1139 internal_value=-5.72755e-05 -0.0166291 0.00174982 0.000224067 0.00187819 -0.00139411 internal_weight=33.5206 3.29588 30.2247 29.6247 28.7384 27.0908 internal_count=1213 41 1172 1169 1157 1148 is_linear=0 shrinkage=0.1 Tree=652 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000530496 threshold=27019.000000000004 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.069853480610405513 -0.020161427097262586 leaf_weight=0.001859875601169847 0.0010103983577964826 leaf_count=69 1144 internal_value=0.0381663 internal_weight=0.00287027 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=653 num_leaves=7 num_cat=0 split_feature=21 15 16 11 16 5 split_gain=0.0972857 0.0813625 0.106144 0.0992582 0.196331 0.110775 threshold=0.11311668870000001 4.5000000000000009 2.0000000000000004 6.5000000000000009 1.0000000180025095e-35 1157.0000000000002 decision_type=8 10 10 10 8 10 left_child=-1 3 -3 -2 -5 -6 right_child=1 2 -4 4 5 -7 leaf_value=0.036645506665058669 -0.00071284445134114471 -0.055404280428303844 0.07544734549429466 -0.077267928091542704 -0.077064376354068626 0.059401871792181295 leaf_weight=0.72679144810535945 30.245063198410215 0.47911018738159228 0.071205567481229082 0.14305297285318253 0.064274445176124684 0.79793421328940894 leaf_count=23 787 96 84 2 1 220 internal_value=0.000470164 -0.000356609 -0.0384733 0.000314623 0.0312278 0.0492288 internal_weight=32.5274 31.8006 0.550316 31.2503 1.00526 0.862209 internal_count=1213 1190 180 1010 223 221 is_linear=0 shrinkage=0.1 Tree=654 num_leaves=7 num_cat=0 split_feature=21 21 20 19 20 19 split_gain=0.098246 0.261544 0.208165 0.50131 0.470238 0.47873 threshold=0.17101914640000002 0.21861127385000004 0.44432163585000006 0.79701102020000014 0.31581084365000006 0.63319291535000011 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=-0.024185335330165404 0.048344215888322835 -0.00098767496821401657 -0.01848546706303527 -0.10665276368339978 0.084645824153449775 0.086057205311236382 leaf_weight=1.6261143259487196 1.1189626939594743 11.672272087125751 5.1730360873043528 0.38975502550602037 0.7624750919640072 0.66799454391002733 leaf_count=29 6 1133 36 3 3 3 internal_value=-0.000557178 0.00138485 -0.00143027 0.00510871 0.00843317 0.00372418 internal_weight=21.4106 19.7845 18.6655 13.4925 13.1027 12.3403 internal_count=1213 1184 1178 1142 1139 1136 is_linear=0 shrinkage=0.1 Tree=655 num_leaves=7 num_cat=0 split_feature=4 2 10 4 4 0 split_gain=0.0886885 0.247432 0.186922 0.183306 0.523064 0.551424 threshold=1149.0000000000002 6.5000000000000009 41.000000000000007 455.00000000000006 343.00000000000006 0.27086550000000004 decision_type=10 10 8 10 10 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0.0032085505375929902 -0.023831544029439444 0.040828059799371291 0.056817668777534192 -0.030315844923948111 0.060300987866479777 -0.046219202480224007 leaf_weight=22.713780880905706 2.907684870547651 1.5252432881701299 0.31890175747685123 1.9244065517456892 1.4381331831662567 2.506096680648624 leaf_count=290 571 65 120 74 29 64 internal_value=-0.000104195 0.00158438 -0.0158605 -0.000509776 0.00164188 -0.00170308 internal_weight=33.3342 30.1077 3.22659 28.5824 26.658 25.2199 internal_count=1213 522 691 457 383 354 is_linear=0 shrinkage=0.1 Tree=656 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000508881 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.011329459542864864 0.074699173980113664 leaf_weight=0.001195160535805595 0.0016190498260755248 leaf_count=1120 93 internal_value=0.0381639 internal_weight=0.00281421 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=657 num_leaves=7 num_cat=0 split_feature=21 5 4 4 4 5 split_gain=0.0759641 0.078059 0.575757 0.755633 0.351365 0.437672 threshold=0.11311668870000001 59.000000000000007 163.00000000000003 109.00000000000001 126.00000000000001 76.000000000000014 decision_type=8 8 10 10 8 8 left_child=-1 2 3 -2 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=0.032249582408711779 -0.015899635024965608 -0.035388800583185838 -0.037296405332553496 0.088272508902982688 0.071680525358971389 -0.0010013542633114535 leaf_weight=0.73071830623666756 1.3188337869942217 2.8778130039572742 1.5248162597417829 1.4751864885911343 0.85871966928243892 23.548581318918878 leaf_count=23 16 31 31 71 26 1015 internal_value=0.000373447 -0.000363565 0.0121281 0.0391012 -0.00234081 0.00155581 internal_weight=32.3347 31.604 4.31884 2.79402 27.2851 24.4073 internal_count=1213 1190 118 87 1072 1041 is_linear=0 shrinkage=0.1 Tree=658 num_leaves=7 num_cat=0 split_feature=20 21 19 20 20 19 split_gain=0.0978605 0.141267 0.419178 0.337498 0.766291 0.237759 threshold=0.15581312665000005 0.57223969770000005 0.26668451185000003 0.79454162265000006 0.67806301170000005 0.98495817490000015 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=-0.03073791977656103 -0.089628716982659576 0.016861582427824789 -0.00037325704072006501 0.059887975309304946 -0.10029891001516633 0.088050688842180883 leaf_weight=1.0088314297818213 0.54285463225096464 4.4700168222188941 13.192366825358475 0.88057892024517137 0.77961020916700441 0.31126117706298906 leaf_count=26 10 27 1139 4 6 1 internal_value=-0.00034309 0.00117665 -0.00328718 -0.000196214 -0.00390048 0.00166493 internal_weight=21.1855 20.1767 15.7067 15.1638 14.2832 13.5036 internal_count=1213 1187 1160 1150 1146 1140 is_linear=0 shrinkage=0.1 Tree=659 num_leaves=7 num_cat=0 split_feature=7 5 4 4 0 7 split_gain=0.0877839 0.0877831 0.462245 0.804616 0.2151 0.653062 threshold=81.559319555350342 63.000000000000007 163.00000000000003 109.00000000000001 0.030394000000000001 69.792058971722028 decision_type=10 8 10 10 8 10 left_child=1 2 3 -1 5 -3 right_child=-2 4 -4 -5 -6 -7 leaf_value=0.019163665254084784 -0.038855504178501581 -0.080899160887457647 0.028776243608627784 -0.087297555417097772 0.0046600360655365165 0.066670873148099372 leaf_weight=1.3456366360187524 0.57571621751412649 0.97393452449660134 1.7095608077943323 1.502679902128875 26.513789807908182 0.43330898599485579 leaf_count=16 34 83 32 72 889 87 internal_value=-0.000148667 0.000537444 -0.0123299 -0.0370018 0.00263793 -0.0354604 internal_weight=33.0546 32.4789 4.55788 2.84832 27.921 1.40724 internal_count=1213 1179 120 88 1059 170 is_linear=0 shrinkage=0.1 Tree=660 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000467376 threshold=27019.000000000004 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.069235602850491934 -0.016303304011955722 leaf_weight=0.0017463433447133525 0.0010071479675075601 leaf_count=69 1144 internal_value=0.0379479 internal_weight=0.00275349 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=661 num_leaves=7 num_cat=0 split_feature=21 19 20 20 20 21 split_gain=0.0744387 0.0808278 0.124945 0.253178 0.350776 0.214086 threshold=0.11311668870000001 0.79701102020000014 0.44432163585000006 0.62523871355000005 0.67806301170000005 0.77356890670000011 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=0.032420603191082947 -0.02124099115763417 0.022211165993048943 0.039585768963237573 -0.080011048261061216 0.0014029856265713294 -0.060839404111185116 leaf_weight=0.70859004470548825 2.8947696397081017 1.5103877633810032 1.5704205101355908 0.56064833700656891 24.161937475877515 0.56554156541824241 leaf_count=23 24 12 16 5 1130 3 internal_value=0.000370086 -0.000356337 -0.00150195 0.000625495 -0.00179398 -2.05585e-05 internal_weight=31.9723 31.2637 29.7533 26.8585 25.2881 24.7275 internal_count=1213 1190 1178 1154 1138 1133 is_linear=0 shrinkage=0.1 Tree=662 num_leaves=7 num_cat=0 split_feature=13 4 0 7 7 0 split_gain=0.0891759 0.131721 0.152026 0.122446 0.195724 0.146735 threshold=49199.500000000007 1470.5000000000002 10.028799000000001 79.627473653027394 79.000560087679474 0.010380000000000002 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 -1 -5 right_child=1 2 -4 5 -6 -7 leaf_value=-0.0018733965233527503 0.076979593683968714 -0.064613946753950144 0.063372796926511946 0.077349452182604361 0.063288959089567998 -0.077786446151875299 leaf_weight=19.318196360658487 0.36172755248844524 0.2082138024707092 0.16744541004300117 0.07261229306459327 0.47221336352231347 0.38022039534553187 leaf_count=1017 9 53 10 1 24 99 internal_value=-0.000250737 0.0339084 -0.00756545 -0.00149503 -0.000318576 -0.0529102 internal_weight=20.9806 0.737387 0.375659 20.2432 19.7904 0.452833 internal_count=1213 72 63 1141 1041 100 is_linear=0 shrinkage=0.1 Tree=663 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.0832106 0.748903 1.94161 0.910291 0.705348 0.874444 threshold=0.044599000000000007 0.066242500000000024 0.06754300000000002 0.10875250000000002 0.041996000000000006 149.00000000000003 decision_type=8 8 8 8 8 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=-0.044124063939079763 -0.059922203186221767 0.17669689370707589 -0.082712203629214068 0.0025143482527918517 0.092668119653506423 0.027324717007766126 leaf_weight=2.8952588681131592 2.1184669706623849 0.62056969618425029 1.3344182203230115 20.598014970686563 0.88843038678169239 4.1946495678485576 leaf_count=81 55 4 61 807 5 200 internal_value=-0.000204484 -0.00307532 0.00226447 -0.00267103 0.00867301 -0.00185235 internal_weight=32.6498 24.6715 22.553 21.9324 7.97834 7.08991 internal_count=1213 927 872 868 286 281 is_linear=0 shrinkage=0.1 Tree=664 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000465938 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0089239804415279355 0.074650664601391761 leaf_weight=0.0011977600468471294 0.0015056290477879486 leaf_count=1120 93 internal_value=0.0376222 internal_weight=0.00270339 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=665 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.0749359 0.540506 0.752133 0.77203 0.468489 0.529363 threshold=0.044599000000000007 0.058236500000000004 0.06754300000000002 0.10875250000000002 0.041996000000000006 156.00000000000003 decision_type=8 8 8 8 8 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.020520449419219204 0.059228331518106317 -0.073315991658417401 0.077187366139526856 -0.0013244731590509448 -0.075212837550035758 -0.03728487307981377 leaf_weight=4.6086281957104829 1.5989174350397686 1.3496997803449655 1.3382709992001789 19.532790449247841 0.92076849937438954 2.4140727065478131 leaf_count=106 39 20 61 807 5 175 internal_value=0.000267061 0.00307198 -0.000968807 0.00370978 -0.00814391 0.000649711 internal_weight=31.7631 23.8197 22.2208 20.8711 7.94347 7.0227 internal_count=1213 927 888 868 286 281 is_linear=0 shrinkage=0.1 Tree=666 num_leaves=7 num_cat=0 split_feature=0 4 5 6 3 3 split_gain=0.0891493 0.131594 0.156751 0.218413 0.121739 0.22637 threshold=60.179807500000003 56582.000000000007 18270.000000000004 126.31904962985489 13.500000000000002 6.5000000000000009 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=-0.0029898427310795692 0.046840964114651856 -0.059488933447788196 0.048248422254686459 -0.07814749171855187 -0.042760290517724238 0.030182400431830059 leaf_weight=16.006076008980493 0.39384504733607073 0.38000944477971543 0.64919553577556044 0.3667088735382994 0.65007280460395023 2.3605554111267102 leaf_count=596 14 34 68 44 96 361 internal_value=-0.000283504 -0.00119273 -8.68804e-05 -0.00170574 -0.000231676 0.00127359 internal_weight=20.8065 20.4126 20.0326 19.3834 19.0167 18.3666 internal_count=1213 1199 1165 1097 1053 957 is_linear=0 shrinkage=0.1 Tree=667 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 19 split_gain=0.0858584 0.185776 0.132718 0.173571 0.63143 0.418187 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.54914982370000009 0.73806720815000004 0.89730301130000012 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=-0.015856208395907897 0.050011760615877809 -0.039178204816213175 0.022332351491188444 -0.084317927837490841 0.059284299930221919 -0.0014939713037985282 leaf_weight=3.1191208431806601 0.77164270356297493 0.82744660694152117 3.48481117002666 0.88766389340162277 1.1930180378258226 22.160326889542393 leaf_count=38 6 12 22 8 7 1120 internal_value=-8.27794e-05 0.00159495 0.0002865 0.00146428 -0.00153565 0.00161092 internal_weight=32.444 29.3249 28.5533 27.7258 24.241 23.3533 internal_count=1213 1175 1169 1157 1135 1127 is_linear=0 shrinkage=0.1 Tree=668 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000409792 threshold=27019.000000000004 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.06823341472594327 -0.013409679177689038 leaf_weight=0.0015713358647602149 0.0010099171796871254 leaf_count=69 1144 internal_value=0.0362905 internal_weight=0.00258125 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=669 num_leaves=7 num_cat=0 split_feature=0 0 4 0 0 0 split_gain=0.0776749 0.436669 0.92047 0.297766 0.465724 0.612998 threshold=0.0027310000000000004 3.9500000000000005e-05 163.00000000000003 0.030394000000000001 0.034740000000000007 0.037647000000000007 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=0.080295458311600065 0.049082025617704472 -0.062757328560929568 -0.078983256346973521 -0.069123620599940788 0.087463624764129763 -0.00062881549797380424 leaf_weight=0.94124547019601157 1.2728408022449027 1.1441143778538387 0.59040667116641998 0.95174195460276934 0.81487588537857192 25.790751851858658 leaf_count=55 147 30 5 7 19 950 internal_value=0.00028198 -0.0160164 0.0188982 0.00179465 -0.000389496 0.00206928 internal_weight=31.506 2.67577 1.53165 28.8302 27.5574 26.6056 internal_count=1213 90 60 1123 976 969 is_linear=0 shrinkage=0.1 Tree=670 num_leaves=7 num_cat=0 split_feature=20 19 19 19 21 20 split_gain=0.0918584 0.145287 0.558632 0.211756 0.481117 0.38347 threshold=0.89041469205000012 0.86261934210000013 0.76768386320000015 0.63319291535000011 0.64326956145000014 0.18647970780000003 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=-0.041372623442025011 0.031070697478132861 0.023808861150292803 -0.086463679640810809 0.030105035954738374 -0.0927277043992948 0.0071987662031548485 leaf_weight=2.9145735862709898 0.88522952422499557 1.9832655116915692 0.79856695234775443 1.951929036527871 0.39712487906217575 11.650892367950302 leaf_count=42 7 9 6 11 6 1132 internal_value=-0.000441955 -0.00185825 -0.0047321 -0.000873397 -0.00491466 0.00390501 internal_weight=20.5816 19.6964 17.7131 16.9145 14.9626 12.048 internal_count=1213 1206 1197 1191 1180 1138 is_linear=0 shrinkage=0.1 Tree=671 num_leaves=7 num_cat=0 split_feature=19 21 19 19 19 19 split_gain=0.0921298 0.336392 0.266142 0.25617 0.445547 0.403719 threshold=0.33176430915000005 0.64326956145000014 0.38321934000000007 0.49158705255000007 0.60557055170000018 0.68175770400000013 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=-0.045959344409936362 0.071535031023708548 0.019043356497746453 -0.054028064108202246 0.053777011114931474 -0.081165869294515428 0.00093208508937157777 leaf_weight=1.7320364444211653 0.5369318388402462 1.4733519814908507 0.83712275885045528 1.5744764152914283 0.61349211633205414 25.326848213821922 leaf_count=33 3 8 12 9 9 1139 internal_value=3.68956e-06 -0.016081 0.00178837 0.000467505 0.0021255 -0.00100954 internal_weight=32.0943 3.20539 28.8889 28.3519 27.5148 25.9403 internal_count=1213 41 1172 1169 1157 1148 is_linear=0 shrinkage=0.1 Tree=672 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000432013 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.009335954711927023 0.074559530135880861 leaf_weight=0.0011665710240094107 0.0012953182062069857 leaf_count=1120 93 internal_value=0.0348055 internal_weight=0.00246189 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=673 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.08002 0.22615 0.118243 0.100033 0.255901 0.36929 threshold=0.84483228280000011 0.76348215705000011 0.67806301170000005 0.5731449982500002 0.34051073370000001 0.31027308865000008 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=0.00056510079572992826 0.026652962962940799 -0.06382671573760966 0.038345100790124181 -0.027586727566797975 0.037871614444368332 -0.065863396257418591 leaf_weight=24.830752358544508 1.1204275712370861 0.5546607980504622 0.80825246125459571 1.2959620831534255 1.7476608827710141 0.86606049071997304 leaf_count=1158 10 6 6 12 15 6 internal_value=0.000412463 -0.000564192 0.000623314 -0.000437517 0.000844503 -0.00167374 internal_weight=31.2238 30.1033 29.5487 28.7404 27.4445 25.6968 internal_count=1213 1203 1197 1191 1179 1164 is_linear=0 shrinkage=0.1 Tree=674 num_leaves=7 num_cat=0 split_feature=20 19 21 19 19 19 split_gain=0.0845449 0.151715 0.305278 0.23124 0.221907 0.168949 threshold=0.15581312665000005 0.13005968095000003 0.90678400470000009 0.26668451185000003 0.98495817490000015 0.49158705255000007 decision_type=8 8 10 8 10 8 left_child=-1 -2 3 -3 5 -5 right_child=1 2 -4 4 -6 -7 leaf_value=-0.029470219608910719 0.037962326344674488 -0.082148683801583078 -0.093870036255457132 0.024102237372019789 0.087421764208726355 -0.0034155230819077117 leaf_weight=0.95561293062741015 1.0502205006778238 0.33088674210011959 0.34812195971608062 2.6294764429330826 0.30053910613059898 14.728413585442487 leaf_count=26 7 8 6 16 1 1149 internal_value=-0.000433006 0.000998231 -0.00111877 0.000676111 0.0022281 0.000753031 internal_weight=20.3433 19.3877 18.3374 17.9893 17.6584 17.3579 internal_count=1213 1187 1180 1174 1166 1165 is_linear=0 shrinkage=0.1 Tree=675 num_leaves=7 num_cat=0 split_feature=19 19 19 21 4 2 split_gain=0.084792 0.372771 0.366373 0.202392 0.090243 0.203275 threshold=0.49158705255000007 0.60557055170000018 0.68175770400000013 0.49659266935000007 1149.0000000000002 6.5000000000000009 decision_type=8 8 8 10 10 10 left_child=3 -2 -3 -1 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=-0.040983813597828829 0.049868973635748583 -0.080650118603284957 0.0005908568567846923 0.0030859554166537801 -0.015034762843869322 0.039144028434071665 leaf_weight=1.6304317757155429 1.5335739552974699 0.56320408266037703 20.512147633475269 2.8879758501425385 3.1114397869159793 1.4653144645271812 leaf_count=32 9 9 393 24 683 63 internal_value=-0.000131074 0.00197728 -0.00088586 -0.0128163 0.000904715 0.00316133 internal_weight=31.7041 27.1857 25.6521 4.51841 25.0889 21.9775 internal_count=1213 1157 1148 56 1139 456 is_linear=0 shrinkage=0.1 Tree=676 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000409435 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0087052733127692544 0.07448898799557653 leaf_weight=0.0011642683223263006 0.0012025908662565143 leaf_count=1120 93 internal_value=0.0335654 internal_weight=0.00236686 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=677 num_leaves=7 num_cat=0 split_feature=19 21 21 21 19 20 split_gain=0.0908143 0.293332 0.208564 0.186483 0.280385 0.169904 threshold=0.95679870430000014 0.15137254730000002 0.18603110280000004 0.34062051785000008 0.68175770400000013 0.46962729790000007 decision_type=10 8 8 8 10 10 left_child=1 -1 -3 -4 5 -5 right_child=-2 2 3 4 -6 -7 leaf_value=0.067802815243644607 0.042096061312867319 -0.05353117448764292 0.041761179888009294 -0.002508654805061834 -0.052092631956129148 0.023946623534303161 leaf_weight=0.62003210697912436 0.51425971835851569 0.75636609643697739 1.0153119675815103 24.445181594539484 1.0690687783062447 2.6952684037387362 leaf_count=25 4 5 14 1135 9 21 internal_value=0.000421884 -0.000278458 -0.00168643 -0.000344636 -0.0018601 0.00011857 internal_weight=31.1155 30.6012 29.9812 29.2248 28.2095 27.1404 internal_count=1213 1209 1184 1179 1165 1156 is_linear=0 shrinkage=0.1 Tree=678 num_leaves=7 num_cat=0 split_feature=0 3 3 0 5 4 split_gain=0.0847167 0.229621 0.197276 0.124856 0.138362 0.121574 threshold=0.004088500000000001 1.5000000000000002 1.5000000000000002 0.00033650000000000005 63.000000000000007 126.00000000000001 decision_type=8 8 10 10 10 8 left_child=2 -2 3 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.075631836759023061 -0.076441020159913067 0.078366865425709531 -0.016754740351318267 0.077876974033816174 0.078474484543149758 -0.0015912461682059645 leaf_weight=0.13194619759451842 0.40978679653926775 0.19219061732292431 0.72197978339352176 0.61822624504566193 0.10432553291320801 17.989265000401872 leaf_count=63 154 2 21 10 1 962 internal_value=-0.000527176 -0.0024145 0.0217298 0.0542461 -0.00758635 -0.000746033 internal_weight=20.1677 18.5912 1.57648 0.854498 0.236272 18.1815 internal_count=1213 1118 95 74 64 964 is_linear=0 shrinkage=0.1 Tree=679 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 21 split_gain=0.0902556 0.336795 0.545884 0.150514 0.201751 0.658259 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.86261934210000013 0.33176430915000005 0.41913016440000006 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=-0.094659861535514145 -0.03172030003982456 0.061302904407717407 -0.10264737895504583 -0.033041201114540272 0.021013731490036144 0.0015176678931517207 leaf_weight=0.73486847440486258 0.87660822737961908 0.8939092755317678 0.51905122678726812 1.2571091931313265 4.7906346274539819 22.496009238589089 leaf_count=25 10 6 9 7 33 1123 internal_value=-8.15585e-05 0.000822102 -0.000992279 0.000809862 0.0023285 -0.00152474 internal_weight=31.5682 30.6916 29.7977 29.2786 28.0215 23.2309 internal_count=1213 1203 1197 1188 1181 1148 is_linear=0 shrinkage=0.1 Tree=680 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.0003838 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0057347427959460531 0.074443468102547122 leaf_weight=0.0011953925487895312 0.0011927115750722805 leaf_count=1120 93 internal_value=0.0343094 internal_weight=0.0023881 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=681 num_leaves=7 num_cat=0 split_feature=15 14 16 4 4 0 split_gain=0.0739947 0.138263 0.0930378 0.0822396 0.420723 0.16567 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 2341.0000000000005 5882.0000000000009 0.15951900000000005 decision_type=10 8 10 10 10 10 left_child=3 2 -2 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=0.0038249003364853951 -0.076359932082971566 0.076671777565468141 0.071969640585401951 0.078021887586314426 -0.00514210925290932 -0.013974536754085047 leaf_weight=20.285037252544509 0.38711625160794838 0.088968439580639824 0.047472356320213294 0.81843223658506703 2.3693937235075282 7.0453362852567798 leaf_count=374 92 10 88 134 273 242 internal_value=0.00036991 -0.0369057 -0.0601571 0.00100939 0.0162091 -0.000763512 internal_weight=31.0418 0.523557 0.434589 30.5182 3.18783 27.3304 internal_count=1213 190 180 1023 407 616 is_linear=0 shrinkage=0.1 Tree=682 num_leaves=7 num_cat=0 split_feature=0 2 5 6 9 8 split_gain=0.0803916 0.12401 0.12824 0.205811 0.112143 0.272984 threshold=60.179807500000003 77.000000000000014 11814.500000000002 126.31904962985489 7.9538437412311724 5.1961442471023433 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=0.0024785893132347938 0.045311125059971431 -0.060062195610152885 0.037055879144156201 -0.077794219497447456 0.03546786087657447 -0.036212584940751087 leaf_weight=15.14145035215167 0.37861448572948475 0.35163410304221443 0.88451352172677289 0.35073768085567181 0.82927496558113389 2.0732193829143162 leaf_count=420 14 28 87 50 75 539 internal_value=-0.000330244 -0.00121052 -0.000137118 -0.00192555 -0.000450821 -0.00218112 internal_weight=20.0094 19.6308 19.2792 18.3947 18.0439 17.2147 internal_count=1213 1199 1171 1084 1034 959 is_linear=0 shrinkage=0.1 Tree=683 num_leaves=7 num_cat=0 split_feature=21 21 19 20 19 9 split_gain=0.076686 0.19951 0.134257 0.313624 0.316116 0.155143 threshold=0.22326373405000002 0.32197624670000008 0.3090768229000001 0.62523871355000005 0.43081104100000006 7.8643666710854703 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.015591705055389924 0.053184901140128554 0.024197043885078783 -0.033948612499564879 0.074171068310765489 0.0013859692040704909 -0.049450321246055445 leaf_weight=2.9199648267771039 0.72570433840155602 2.1295937737450004 2.7335039284080267 0.58946285769343376 21.68387865197294 0.61741461095061723 leaf_count=38 6 14 25 3 812 315 internal_value=-0.000157855 0.00142455 7.11301e-05 -0.00193394 0.0018891 -2.1441e-05 internal_weight=31.3995 28.4796 27.7539 25.6243 22.8908 22.3013 internal_count=1213 1175 1169 1155 1130 1127 is_linear=0 shrinkage=0.1 Tree=684 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000362035 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0030268524502990333 0.074440131477892066 leaf_weight=0.0012252925171507556 0.001188381461833643 leaf_count=1120 93 internal_value=0.0351143 internal_weight=0.00241367 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=685 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 2 split_gain=0.0712641 0.484318 0.649998 0.705519 0.399235 0.761688 threshold=0.044599000000000007 0.058236500000000004 0.06754300000000002 0.10875250000000002 0.24661950000000002 1.5000000000000002 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=-0.0079699991208796242 0.057276276635586765 -0.068086459300385635 0.076293734965747706 -0.13528800582882577 0.0039600814963377451 -0.0023513853808766142 leaf_weight=7.6748562432349017 1.5429755893419521 1.3430663915351058 1.2574370292568371 0.6204221248626739 17.008390513645281 1.4117817295336861 leaf_count=286 39 20 61 1 626 180 internal_value=0.000382273 0.00314721 -0.000712107 0.00374587 -0.00104517 -0.0429363 internal_weight=30.8589 23.1841 21.6411 20.298 19.0406 2.0322 internal_count=1213 927 888 868 807 181 is_linear=0 shrinkage=0.1 Tree=686 num_leaves=7 num_cat=0 split_feature=20 19 20 20 21 20 split_gain=0.0843496 0.101372 0.310447 0.273444 0.474616 0.308819 threshold=0.89041469205000012 0.60557055170000018 0.44432163585000006 0.84483228280000011 0.5401222668500002 0.79454162265000006 decision_type=10 8 10 10 10 10 left_child=1 2 -1 4 5 -3 right_child=-2 3 -4 -5 -6 -7 leaf_value=0.0065202845665743112 0.030508396406850526 -0.0038494253552768414 -0.044216527604318989 -0.096367573070076221 0.064946109880029898 0.09081969089416142 leaf_weight=2.9848392686341185 0.8454203438013782 12.138346242005355 2.0235845949500799 0.27367573976516801 1.1894018724560744 0.35464575886726457 leaf_count=39 7 1138 21 2 5 1 internal_value=-0.000397011 -0.00177475 -0.0139792 0.00260508 0.00458474 -0.001162 internal_weight=19.8099 18.9645 5.00842 13.9561 13.6824 12.493 internal_count=1213 1206 60 1146 1144 1139 is_linear=0 shrinkage=0.1 Tree=687 num_leaves=7 num_cat=0 split_feature=21 21 20 19 19 21 split_gain=0.0791986 0.296915 0.504129 0.122838 0.184844 0.578664 threshold=0.88726092775000021 0.80522880530000018 0.84483228280000011 0.86261934210000013 0.33176430915000005 0.41913016440000006 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=-0.091290754452441572 -0.030017368305255223 0.058948933569860244 -0.10094130876457784 -0.030105385569377599 0.020159590786247548 0.0012301462887079869 leaf_weight=0.69709313083960467 0.86205773428082366 0.85114696249365707 0.49583926890045305 1.2352753393352021 4.7164382729679337 22.340252092027207 leaf_count=25 10 6 9 7 33 1123 internal_value=-0.000128742 0.000720601 -0.000960289 0.000749822 0.00212314 -0.00156947 internal_weight=31.1981 30.336 29.4849 28.9891 27.7538 23.0373 internal_count=1213 1203 1197 1188 1181 1148 is_linear=0 shrinkage=0.1 Tree=688 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000339514 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0016721718043477549 0.07435600065137804 leaf_weight=0.0012414507062716851 0.0011148167334411596 leaf_count=1120 93 internal_value=0.0342989 internal_weight=0.00235627 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=689 num_leaves=7 num_cat=0 split_feature=6 5 2 0 4 2 split_gain=0.0770523 0.516887 0.707882 0.651427 0.59 0.443945 threshold=83.77714566791245 154.00000000000003 6.5000000000000009 2.5082350000000004 192.00000000000003 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=-0.0028097855614313146 -0.0087944581866381197 0.09434912212936758 0.071412528079379076 -0.075722987024838775 -0.065580390654503579 0.045650711126015209 leaf_weight=17.643151594325914 6.9704607694147844 1.3785385638020664 0.54203731283632783 0.67640338989440352 1.3656180817633856 2.1172548811882725 leaf_count=239 686 65 101 35 25 62 internal_value=0.000448773 0.00316468 0.0452652 -0.0102681 -0.00201065 0.00238258 internal_weight=30.6935 23.723 2.59698 1.21844 21.126 19.7604 internal_count=1213 527 201 136 326 301 is_linear=0 shrinkage=0.1 Tree=690 num_leaves=7 num_cat=0 split_feature=19 19 20 21 21 19 split_gain=0.0906709 0.209618 0.415279 0.419705 0.591377 0.281241 threshold=0.76768386320000015 0.63319291535000011 0.18647970780000003 0.71349892620000011 0.37052061300000005 0.49158705255000007 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=-0.087798894212601494 -0.017236703944315295 0.032823134732889753 0.0051434949121483137 0.041302383316210743 -0.066774235954289204 -0.087585083251083717 leaf_weight=0.53927482427894802 2.7211544439196578 2.0009220428764811 10.39079427177785 2.2451885715127 1.4048233050853003 0.33770838193595487 leaf_count=25 16 12 1130 13 14 3 internal_value=-0.000294427 0.00243052 -0.00164604 0.00158517 -0.00576423 0.00222461 internal_weight=19.6399 16.9187 14.9178 14.3785 12.1333 10.7285 internal_count=1213 1197 1185 1160 1147 1133 is_linear=0 shrinkage=0.1 Tree=691 num_leaves=7 num_cat=0 split_feature=7 4 5 5 4 2 split_gain=0.0787285 0.0845112 0.719811 0.700718 0.60292 0.538388 threshold=81.559319555350342 207.50000000000003 169.00000000000003 237.50000000000003 267.00000000000006 1.5000000000000002 decision_type=10 10 8 8 10 10 left_child=1 5 4 -4 -3 -1 right_child=-2 2 3 -5 -6 -7 leaf_value=0.0024285389119799369 -0.038108009778686495 0.10660371033260521 -0.090184069087022325 0.0042566277804985979 0.0059766906774459368 -0.049373423819257821 leaf_weight=18.677477031480528 0.54003221774473686 1.1795814260840409 0.8998562581837185 6.1898140607981293 1.2023560861125586 2.2477885596454135 leaf_count=243 34 6 35 790 34 71 internal_value=-0.00026094 0.000411452 0.00824875 -0.00773026 0.0558091 -0.00313602 internal_weight=30.9369 30.3969 9.47161 7.08967 2.38194 20.9253 internal_count=1213 1179 865 825 40 314 is_linear=0 shrinkage=0.1 Tree=692 num_leaves=2 num_cat=0 split_feature=16 split_gain=0.000314628 threshold=2.0000000000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.00047957010558986792 0.074238929570268328 leaf_weight=0.0012514510815493374 0.0010252632171336984 leaf_count=1120 93 internal_value=0.0331681 internal_weight=0.00227671 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=693 num_leaves=7 num_cat=0 split_feature=0 0 4 9 0 3 split_gain=0.0705232 0.353819 0.248468 0.320311 0.180944 1.06472 threshold=14.857993000000002 23.872839500000005 423.00000000000006 6.9680640982153665 7.6228285000000016 3.5000000000000004 decision_type=10 10 10 8 10 8 left_child=4 -2 -3 -4 -1 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.00044026118074725463 -0.063624388849267341 0.051276611897990168 -0.078900373525839368 0.019522275229823468 0.14058242867133072 -0.057147773180904082 leaf_weight=25.969671482298516 0.98137337906518896 0.84279661625623736 0.52867191599216279 0.88282954180613171 0.5464496463537204 0.54286603945365652 leaf_count=1006 24 33 15 75 8 52 internal_value=0.000446613 -0.013506 0.0083122 -0.0173415 0.00211505 0.0420426 internal_weight=30.2947 3.23567 2.2543 1.4115 27.059 1.08932 internal_count=1213 147 123 90 1066 60 is_linear=0 shrinkage=0.1 Tree=694 num_leaves=7 num_cat=0 split_feature=0 3 0 4 4 8 split_gain=0.0875064 0.214861 0.164794 0.109753 0.234371 0.159697 threshold=0.004088500000000001 1.5000000000000002 0.00013200000000000004 126.00000000000001 168.50000000000003 4.4479945522337943 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=-0.035801809451939497 -0.076355940787550244 0.078063314254690472 0.041938238867577832 -0.077872258620176243 0.034911167559156846 -0.0022296608341421612 leaf_weight=0.35951936972560616 0.3811096575154832 0.1762153953313853 1.1288913582304188 0.39029129035771148 1.2497527725063289 15.716854896702442 leaf_count=65 154 2 30 29 43 890 internal_value=-0.000137999 -0.00207376 0.0231605 -0.000459122 -0.00125632 0.000506116 internal_weight=19.4026 17.9142 1.48841 17.5331 17.3569 16.9666 internal_count=1213 1118 95 964 962 933 is_linear=0 shrinkage=0.1 Tree=695 num_leaves=7 num_cat=0 split_feature=6 9 10 6 6 5 split_gain=0.075949 0.259075 0.483052 0.327857 0.312948 0.260859 threshold=126.74210505690918 6.3944237114723839 13.500000000000002 83.360795883618621 104.64423076923079 154.00000000000003 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=0.0013431185727067023 0.026456835260110469 -0.078410675051201126 0.010742392534327952 0.056333883474624938 -0.019639895901039341 -0.03303165151680159 leaf_weight=21.922475977800801 1.0208865003841818 1.1812753777776372 1.2517463730053036 1.9126044034492218 0.75668665952980507 2.4548330554080442 leaf_count=326 68 166 399 57 24 173 internal_value=-0.000358287 -0.0012869 -0.032543 0.00152479 0.0347969 -0.00211847 internal_weight=30.5005 29.4796 2.43302 27.0466 2.66929 24.3773 internal_count=1213 1145 565 580 81 499 is_linear=0 shrinkage=0.1 Tree=696 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000294697 threshold=27019.000000000004 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.065592185973372158 -0.0077907696147687666 leaf_weight=0.0011925728297370597 0.0010113311659050161 leaf_count=69 1144 internal_value=0.0319181 internal_weight=0.0022039 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=697 num_leaves=7 num_cat=0 split_feature=8 4 3 0 11 10 split_gain=0.0668003 0.120692 0.201858 0.197003 0.240099 0.185878 threshold=7.2680146144134401 2155.5000000000005 5.5000000000000009 5.0042045000000011 10.500000000000002 30.500000000000004 decision_type=10 10 10 10 10 10 left_child=1 2 -1 4 -4 -3 right_child=-2 5 3 -5 -6 -7 leaf_value=0.0010438942308851242 -0.027383375641541464 0.030800624451610616 0.076376400978907577 -0.071368555734584449 -0.064270567335301856 -0.047141131796182303 leaf_weight=25.087857645454289 0.84283292321924719 2.4304748121576263 0.25657395928283111 0.77281118332757615 0.23033963495254284 0.35004316423146509 leaf_count=501 83 349 109 70 21 80 internal_value=0.000370555 0.00117363 -0.000917474 -0.0399788 0.00984186 0.0209884 internal_weight=29.9709 29.1281 26.3476 1.25972 0.486914 2.78052 internal_count=1213 1130 701 200 130 429 is_linear=0 shrinkage=0.1 Tree=698 num_leaves=7 num_cat=0 split_feature=19 21 19 21 19 19 split_gain=0.0775598 0.281718 0.202118 0.112597 0.219455 0.191163 threshold=0.13005968095000003 0.90678400470000009 0.26668451185000003 0.077853006800000013 0.76768386320000015 0.63319291535000011 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=0.02531349706937578 -0.081649024176145529 -0.093544843038885411 0.058729287501155518 0.00043181891313511292 -0.027585948439133891 0.034231441916313742 leaf_weight=1.1285669991248708 0.29817312769591808 0.3279649093747129 0.33580087870359421 12.768956383872153 2.4290319904685012 1.9256728217005719 leaf_count=26 8 6 2 1145 15 11 internal_value=-0.000120243 -0.00170734 -1.12017e-05 0.00138301 0.000258431 0.00486113 internal_weight=19.2142 18.0856 17.7576 17.4595 17.1237 14.6946 internal_count=1213 1187 1181 1173 1171 1156 is_linear=0 shrinkage=0.1 Tree=699 num_leaves=7 num_cat=0 split_feature=5 4 0 0 8 9 split_gain=0.0728719 0.160886 0.112586 0.935489 0.701267 0.625165 threshold=5231.0000000000009 23996.500000000004 0.15951900000000005 0.24661950000000002 4.4954850976912946 6.0473064006184964 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.00316786327078886 -0.063565533960024664 0.028016304347531319 0.092974335199996955 -0.038764535230870416 0.072756527316071198 -0.012339122589889673 leaf_weight=21.646607561012786 0.51795918045918554 0.30464572689527358 1.1769242325353833 3.0621607708744705 1.6011532712727787 1.8735478802955183 leaf_count=526 174 63 102 102 38 208 internal_value=-0.000293737 -0.0296489 0.00052872 0.0109022 -0.00387446 0.0268732 internal_weight=30.183 0.822605 29.3604 7.71379 6.53686 3.4747 internal_count=1213 237 976 450 348 246 is_linear=0 shrinkage=0.1 Tree=700 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000264053 threshold=27019.000000000004 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.064115470540563907 -0.0066994028934576457 leaf_weight=0.0010971661115704023 0.0010124446358630301 leaf_count=69 1144 internal_value=0.03013 internal_weight=0.00210961 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=701 num_leaves=7 num_cat=0 split_feature=19 21 21 21 19 19 split_gain=0.0737496 0.239157 0.203997 0.148489 0.245899 0.186891 threshold=0.95679870430000014 0.15137254730000002 0.18603110280000004 0.34062051785000008 0.68175770400000013 0.3090768229000001 decision_type=10 8 8 8 10 8 left_child=1 -1 -3 -4 5 -5 right_child=-2 2 3 4 -6 -7 leaf_value=0.062199654653226299 0.037522349722526091 -0.05389964611864391 0.037115917323282448 -0.032488833880379174 -0.050148090448341731 0.0024835231845901275 leaf_weight=0.60077617528622795 0.52651423215865989 0.72558245807886124 1.0275700734928248 1.6312441416084764 1.0049996059387911 24.156560535007905 leaf_count=25 4 5 14 13 9 1143 internal_value=0.000429749 -0.000240302 -0.00155441 -0.000189194 -0.00161994 0.000271297 internal_weight=29.6732 29.1467 28.546 27.8204 26.7928 25.7878 internal_count=1213 1209 1184 1179 1165 1156 is_linear=0 shrinkage=0.1 Tree=702 num_leaves=7 num_cat=0 split_feature=0 5 3 0 5 4 split_gain=0.077247 0.199332 0.169245 0.107266 0.128438 0.106007 threshold=0.004088500000000001 108.50000000000001 1.5000000000000002 0.00033650000000000005 63.000000000000007 126.00000000000001 decision_type=8 8 8 10 10 8 left_child=2 -2 3 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.075567192563180077 -0.076252574098797335 0.077953806325904595 -0.014017677611407237 0.077557564786575189 0.078314090592687069 -0.0013689089158359583 leaf_weight=0.11864993072231533 0.35532657922522304 0.17016101628542202 0.69420555999977307 0.55161907523870468 0.099917389452457428 17.013066325194586 leaf_count=63 152 2 21 10 1 964 internal_value=-0.000274127 -0.00211643 0.0217906 0.0540663 -0.00522083 -0.000583397 internal_weight=19.0029 17.5386 1.46439 0.770186 0.218567 17.1832 internal_count=1213 1118 95 74 64 966 is_linear=0 shrinkage=0.1 Tree=703 num_leaves=7 num_cat=0 split_feature=4 4 9 9 6 6 split_gain=0.0698618 0.299908 0.135766 0.191398 0.32228 0.243222 threshold=4353.5000000000009 23996.500000000004 7.5629028176013291 6.3944237114723839 127.57071716190508 83.360795883618621 decision_type=10 8 10 10 10 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0016163057843905531 -0.072682892822110531 0.032891712452627286 0.035781730465949235 -0.065480221352321774 0.032602028301368956 0.032505429733906181 leaf_weight=23.893875021803282 0.59751382373959905 0.48950720275030346 1.0615549323811162 1.0684548331191752 0.4880220666527747 2.2891439869999877 leaf_count=431 317 80 208 122 8 47 internal_value=-0.000254495 -0.0251405 0.000684764 -0.000658352 -0.0347272 0.00136691 internal_weight=29.8881 1.08702 28.8011 27.7395 1.55648 26.183 internal_count=1213 397 816 608 130 478 is_linear=0 shrinkage=0.1 Tree=704 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000241073 threshold=27019.000000000004 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.063393134039953322 -0.0038055733085471501 leaf_weight=0.0010975423307542087 0.0010394731799308055 leaf_count=69 1144 internal_value=0.0307068 internal_weight=0.00213702 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=705 num_leaves=7 num_cat=0 split_feature=15 14 11 16 3 10 split_gain=0.0702652 0.118837 0.0885196 0.156894 0.101999 0.108806 threshold=4.5000000000000009 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 37.000000000000007 30.500000000000004 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -4 5 -5 right_child=1 -3 3 4 -6 -7 leaf_value=-2.4150750755304631e-06 -0.059736199138201065 0.076043568208706225 -0.076821961819223308 0.07772817413643171 -0.059867265281536991 -0.027207181299042538 leaf_weight=28.094734026430167 0.39849800955198489 0.076897320490388665 0.11569630354642768 0.58538401976693422 0.078924852889031172 0.11887792870402336 leaf_count=800 180 10 2 186 12 23 internal_value=0.000360664 -0.0377732 0.000985928 0.0318767 0.0479343 0.0600153 internal_weight=29.469 0.475395 28.9936 0.898883 0.783187 0.704262 internal_count=1213 190 1023 223 221 209 is_linear=0 shrinkage=0.1 Tree=706 num_leaves=7 num_cat=0 split_feature=0 2 4 8 3 9 split_gain=0.0719293 0.111297 0.198905 0.212437 0.25544 0.206094 threshold=60.179807500000003 12.500000000000002 6264.0000000000009 5.390212977996466 9.5000000000000018 5.692018441612956 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=-0.0013723672732857811 0.044433574067917883 -0.024235382723484567 0.051258306215399542 -0.073537749513359049 0.022734297727215691 0.038379270182828794 leaf_weight=13.210756771372649 0.35555956000462074 1.8511588534619239 0.76968112675240341 0.80944866672416593 0.41789293178590026 1.4470980536425475 leaf_count=395 14 359 56 293 39 57 internal_value=-0.000118133 -0.000974113 0.00161133 -0.000794197 -0.0407584 0.00255212 internal_weight=18.8616 18.506 16.6549 15.8852 1.22734 14.6579 internal_count=1213 1199 840 784 332 452 is_linear=0 shrinkage=0.1 Tree=707 num_leaves=7 num_cat=0 split_feature=20 21 21 19 19 19 split_gain=0.0750088 0.126751 0.147116 0.10963 0.211234 0.290661 threshold=0.84483228280000011 0.85846023185000009 0.77356890670000011 0.26668451185000003 0.60557055170000018 0.68175770400000013 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=-0.035518203022863036 -0.031736136920626316 -0.035109871445351833 0.058358495701115592 0.025805434775472275 -0.080758121210145431 0.00016616197725950299 leaf_weight=0.80591598602441472 0.73941080272197623 0.96516108419746061 0.45166004821658035 3.2506572790443897 0.45258379448205233 22.980968854725706 leaf_count=26 10 12 4 19 8 1134 internal_value=-0.000285561 0.000518913 0.0017496 0.000819519 0.00191699 -0.00139677 internal_weight=29.6464 28.9069 27.9418 27.4901 26.6842 23.4336 internal_count=1213 1203 1191 1187 1161 1142 is_linear=0 shrinkage=0.1 Tree=708 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000196245 threshold=49181.500000000007 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.061196623776556172 -0.0003626989738165555 leaf_weight=0.0010018824655446679 0.001071920186591413 leaf_count=73 1140 internal_value=0.0293775 internal_weight=0.0020738 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=709 num_leaves=7 num_cat=0 split_feature=0 0 0 0 3 0 split_gain=0.0678901 0.0951347 0.377733 0.179328 0.904307 0.263121 threshold=43.150867500000011 23.872839500000005 14.857993000000002 7.6228285000000016 3.5000000000000004 4.6811795000000016 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=0.0022421320963676148 -0.034150405857692107 0.025551455617321295 -0.062719184949601867 0.13507893706285362 -0.054737564209746341 -0.051666474070683303 leaf_weight=24.375165684394251 0.55981530839926463 1.4974466894054774 0.93727752499398675 0.5191470608115184 0.48589315843128145 0.9403257510784887 leaf_count=913 29 94 24 8 52 93 internal_value=0.000339654 0.00101112 -0.000337042 0.00188439 0.0433109 0.000239736 internal_weight=29.3151 28.7553 27.2578 26.3205 1.00504 25.3155 internal_count=1213 1184 1090 1066 60 1006 is_linear=0 shrinkage=0.1 Tree=710 num_leaves=7 num_cat=0 split_feature=5 3 3 4 9 2 split_gain=0.0698224 0.145297 0.156255 0.228416 0.373183 0.205753 threshold=44725.000000000007 15.500000000000002 6.5000000000000009 343.00000000000006 6.8559734878150733 6.5000000000000009 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=0.0009715400648436707 0.035586154522306908 -0.037169711040302589 0.077165419883157241 -0.079666607303713277 0.037230437732141387 0.0088054000695885412 leaf_weight=13.227822438126177 0.53331829836639499 1.0533539541637811 0.56453115549265875 0.8789366009183357 0.39619886787841097 2.0006671587677261 leaf_count=354 49 138 21 211 58 382 internal_value=-7.58536e-05 -0.00112539 0.00109907 -0.00292491 -0.0433454 0.0238496 internal_weight=18.6548 18.1215 17.0682 14.503 1.27514 2.5652 internal_count=1213 1164 1026 623 269 403 is_linear=0 shrinkage=0.1 Tree=711 num_leaves=7 num_cat=0 split_feature=21 21 20 20 20 19 split_gain=0.0684738 0.207959 0.148806 0.162856 0.345771 0.141069 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.31581084365000006 0.44432163585000006 0.54914982370000009 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=-0.015188746112566568 0.055049955177776368 -0.044159753105905183 0.053010802189034367 -0.083858216843277628 0.023479302694562301 -0.0011097889638543629 leaf_weight=2.7932092860449194 0.70008213073015213 0.74726523831486702 0.59067096188664436 0.48347043246030807 2.6164198480546474 21.552441912645939 leaf_count=38 6 12 4 3 19 1131 internal_value=-0.000291786 0.00126722 -0.000181492 0.00112039 -0.000122906 0.00155212 internal_weight=29.4836 26.6904 25.9903 25.243 24.6523 24.1689 internal_count=1213 1175 1169 1157 1153 1150 is_linear=0 shrinkage=0.1 Tree=712 num_leaves=2 num_cat=0 split_feature=9 split_gain=0.000156071 threshold=7.9529376233346216 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.00021723472774503759 0.055736586841205651 leaf_weight=0.0010101783520037877 0.0010151587787810001 leaf_count=1029 184 internal_value=0.0280452 internal_weight=0.00202534 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=713 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 4 split_gain=0.0673537 0.446612 0.591832 0.626364 0.439331 0.507439 threshold=0.044599000000000007 0.058236500000000004 0.06754300000000002 0.10875250000000002 0.041996000000000006 149.00000000000003 decision_type=8 8 8 8 8 10 left_child=4 -2 -3 -4 5 -1 right_child=1 2 3 -5 -6 -7 leaf_value=0.035648468249647992 0.057131042502291556 -0.06569441817466426 0.076069426525574635 -0.00072084887998113067 -0.07263736235525399 -0.021125723425181372 leaf_weight=2.5969276037067202 1.4338750157039637 1.3073210865259195 1.1299753245839408 17.714736453155638 0.91710594296455372 3.997759335585215 leaf_count=81 39 20 61 807 5 200 internal_value=0.000368647 0.00320681 -0.000630049 0.00388369 -0.00778712 0.00123144 internal_weight=29.0977 21.5859 20.152 18.8447 7.51179 6.59469 internal_count=1213 927 888 868 286 281 is_linear=0 shrinkage=0.1 Tree=714 num_leaves=7 num_cat=0 split_feature=20 19 19 10 10 19 split_gain=0.0705726 0.0877471 0.476998 0.14657 0.27416 0.162554 threshold=0.89041469205000012 0.86261934210000013 0.76768386320000015 35.000000000000007 30.500000000000004 0.60557055170000018 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=-0.0063419549966613259 0.028983886542629074 0.018962746023883557 -0.08470811569231608 -0.075243242901404883 0.070388284508542259 0.022462856737361588 leaf_weight=11.902691206188079 0.79103726521134277 1.8649464771151532 0.69937017560005266 0.2560172967641855 0.54941768592115714 2.3451541066169748 leaf_count=963 7 9 6 141 73 14 internal_value=-0.000236246 -0.00154824 -0.00397652 -0.000225763 0.00107216 -0.00160077 internal_weight=18.4086 17.6176 15.7527 15.0533 14.7973 14.2478 internal_count=1213 1206 1197 1191 1050 977 is_linear=0 shrinkage=0.1 Tree=715 num_leaves=7 num_cat=0 split_feature=19 19 19 21 5 2 split_gain=0.0730883 0.290413 0.310348 0.130771 0.085165 0.498151 threshold=0.49158705255000007 0.60557055170000018 0.68175770400000013 0.49659266935000007 539.00000000000011 6.5000000000000009 decision_type=8 8 8 10 10 10 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.036415727087043402 0.04574610898912105 -0.079848383861141958 0.0036476704913595451 0.00078914896498535707 -0.071265815745741076 0.0082258673296742787 leaf_weight=1.4756566467182777 1.4188725575804708 0.48683562874794006 19.066177535627517 2.6258419221267104 1.0608120461693022 3.0693381173109628 leaf_count=32 9 9 426 24 63 650 internal_value=-0.000220336 0.00180186 -0.000830868 -0.0125966 0.000827522 -0.0121912 internal_weight=29.2035 25.102 23.6832 4.1015 23.1963 4.13015 internal_count=1213 1157 1148 56 1139 713 is_linear=0 shrinkage=0.1 Tree=716 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=717 num_leaves=7 num_cat=0 split_feature=0 0 4 5 5 0 split_gain=0.0745911 0.38741 0.824452 0.243358 0.654919 0.258779 threshold=0.0027310000000000004 3.9500000000000005e-05 149.00000000000003 1.0000000180025095e-35 59.000000000000007 0.030394000000000001 decision_type=8 10 8 8 8 8 left_child=1 2 -1 -2 -5 -6 right_child=3 -3 -4 4 5 -7 leaf_value=0.079775474568995863 -0.076203845090724254 -0.061080604477831715 -0.078570790000891344 0.080647718017009776 0.04642427326012788 -0.0022406811127992253 leaf_weight=0.85392557177692929 0.39144242741167801 1.0786995026246584 0.53470908105373394 1.0488395798020089 1.1451196949783504 23.865536825553136 leaf_count=55 14 30 5 41 147 921 internal_value=0.000507139 -0.0161218 0.0188025 0.00205828 0.00323386 -1.2543e-05 internal_weight=28.9183 2.46733 1.38863 26.4509 26.0595 25.0107 internal_count=1213 90 60 1123 1109 1068 is_linear=0 shrinkage=0.1 Tree=718 num_leaves=7 num_cat=0 split_feature=0 3 3 0 0 0 split_gain=0.0794035 0.181804 0.155167 0.106452 0.163991 0.338425 threshold=0.004088500000000001 1.5000000000000002 1.5000000000000002 0.048128000000000004 0.084130500000000011 2.7156310000000006 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=0.054621042987356164 -0.076188892013168474 -0.048419126265033016 -0.012594460765789104 0.050693718094297957 -0.075890109869619152 0.0014294162729199507 leaf_weight=0.72258691891329596 0.32655481346955895 0.45721828014086696 0.65456413190469231 0.62591206778029373 0.5885449729030342 14.836174490570556 leaf_count=74 154 151 21 27 392 394 internal_value=-0.000412993 -0.00230159 0.0226733 -0.000839962 0.000515378 -0.00152078 internal_weight=18.2116 16.8344 1.37715 16.5078 16.0506 15.4247 internal_count=1213 1118 95 964 813 786 is_linear=0 shrinkage=0.1 Tree=719 num_leaves=7 num_cat=0 split_feature=4 5 5 4 0 0 split_gain=0.0778231 0.229558 0.988987 0.318914 0.220606 0.387013 threshold=109.00000000000001 1.0000000180025095e-35 63.000000000000007 168.50000000000003 0.030394000000000001 0.034740000000000007 decision_type=8 8 8 10 8 8 left_child=-1 3 -3 -2 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=0.023867898843095883 -0.027317078917557233 -0.086846176559345331 -0.040177606037727354 0.077363804781948015 0.065278763244196639 0.00063910095799812037 leaf_weight=1.2788791544735492 0.45151109900325603 1.3466275315731806 1.2295224321124427 0.81881117820739746 0.96541245072876947 22.832731991571681 leaf_count=16 40 46 172 18 7 914 internal_value=-0.000248892 -0.00136457 -0.00336446 0.040157 0.00112732 0.00326132 internal_weight=28.9235 27.6446 26.3743 1.27032 25.0277 23.7981 internal_count=1213 1197 1139 58 1093 921 is_linear=0 shrinkage=0.1 Tree=720 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=721 num_leaves=7 num_cat=0 split_feature=20 20 20 20 19 20 split_gain=0.0723541 0.218027 0.111394 0.113601 0.171288 0.500982 threshold=0.84483228280000011 0.76348215705000011 0.67806301170000005 0.62523871355000005 0.43081104100000006 0.44432163585000006 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.027818247984300565 0.026235742932903941 -0.066375593035917307 0.037790926420644043 -0.042462772365386155 0.0014148227329681567 -0.067572232838780985 leaf_weight=2.1232440037765627 1.050895933061837 0.49339675158262153 0.78629587590694328 0.62697327136993308 22.263682569806427 1.1048980243504036 leaf_count=38 10 6 6 6 1138 9 internal_value=0.00048567 -0.000501999 0.000706018 -0.000410408 0.000623873 -0.00184698 internal_weight=28.4494 27.3985 26.9051 26.1188 25.4918 23.3686 internal_count=1213 1203 1197 1191 1185 1147 is_linear=0 shrinkage=0.1 Tree=722 num_leaves=7 num_cat=0 split_feature=5 5 4 4 5 4 split_gain=0.0685348 0.127632 0.0802372 0.229062 0.134323 0.108984 threshold=59.000000000000007 63.000000000000007 126.00000000000001 168.50000000000003 108.50000000000001 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=-0.075529505171064368 0.078524699973532064 0.031521681987033416 -0.077247159204138716 -0.0780663010776394 0.051282254818883155 -0.00077131436375221893 leaf_weight=0.12094600333876115 0.20462890714407223 0.73156716302037494 0.3982545077160492 0.22031300381059082 0.41261041164398449 15.969861384563272 leaf_count=118 2 31 84 27 2 949 internal_value=-0.000505454 4.1306e-07 -0.000905733 -0.00230111 -0.000503362 0.000539712 internal_weight=18.0582 17.9372 17.7326 17.001 16.6028 16.3825 internal_count=1213 1095 1093 1062 978 951 is_linear=0 shrinkage=0.1 Tree=723 num_leaves=7 num_cat=0 split_feature=5 4 0 0 8 9 split_gain=0.0740355 0.121502 0.093554 0.844686 0.595965 0.530109 threshold=5231.0000000000009 23996.500000000004 0.15951900000000005 0.24661950000000002 4.4954850976912946 6.0473064006184964 decision_type=10 10 10 10 10 10 left_child=2 -2 -1 -4 -5 -6 right_child=1 -3 3 4 5 -7 leaf_value=-0.0027188471913469348 -0.062320039827253773 0.020737659439055797 0.090973325230821453 -0.037530222477296961 0.071277961345738536 -0.011528349513620917 leaf_weight=20.686830081441418 0.4692238868613029 0.28196212187287983 1.1035086688243598 2.8287966060452163 1.4088754775002601 1.7132117346445737 leaf_count=526 174 63 102 102 38 208 internal_value=-0.000166479 -0.0311438 0.000672336 0.0106169 -0.00428409 0.0258389 internal_weight=28.4924 0.751186 27.7412 7.05439 5.95088 3.12209 internal_count=1213 237 976 450 348 246 is_linear=0 shrinkage=0.1 Tree=724 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000184296 threshold=5752.0000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=-0.0019490801129142363 0.058524913636328828 leaf_weight=0.0010117570390635322 0.0010040366545283064 leaf_count=1024 189 internal_value=0.0281721 internal_weight=0.00201579 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=725 num_leaves=7 num_cat=0 split_feature=4 0 0 0 3 0 split_gain=0.0740982 0.444138 0.24875 1.638 0.631182 1.87867 threshold=115.00000000000001 0.041996000000000006 0.034740000000000007 0.030394000000000001 1.5000000000000002 0.18645300000000004 decision_type=8 10 8 8 8 10 left_child=1 -1 3 -2 5 -4 right_child=2 -3 4 -5 -6 -7 leaf_value=0.022815579470476147 0.017602720743047081 -0.042571555730305216 0.085563604270632906 -0.16807437691539251 -0.0020637825960133005 -0.064074179722182281 leaf_weight=1.9633576497435594 2.0059521402545246 2.2059729136526585 2.8661367911845472 0.62257151451194648 17.389819337342487 1.1862687002867458 leaf_count=38 209 24 82 4 830 26 internal_value=0.000527418 -0.0117804 0.00265928 -0.0263753 0.00621852 0.0417598 internal_weight=28.2401 4.16933 24.0707 2.62852 21.4422 4.05241 internal_count=1213 62 1151 213 938 108 is_linear=0 shrinkage=0.1 Tree=726 num_leaves=7 num_cat=0 split_feature=20 21 21 19 19 19 split_gain=0.0714601 0.132734 0.427989 0.283819 0.467366 0.218922 threshold=0.15581312665000005 0.5401222668500002 0.49659266935000007 0.26668451185000003 0.33176430915000005 0.98495817490000015 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=-0.028763217427447071 -0.091314471239217376 0.01632876019281259 -0.092942305866306738 0.087704289856960674 -0.0046075143587561689 0.085926836631476045 leaf_weight=0.85514521699383295 0.33427871763706207 4.1864359043538562 0.52109790593385774 0.6056714653968811 11.147726752631568 0.27364897727966386 leaf_count=26 7 30 6 2 1141 1 internal_value=-0.000553642 0.00085965 -0.00416739 -0.000425037 0.00210114 -0.00243837 internal_weight=17.924 17.0689 12.8824 12.3613 12.027 11.4214 internal_count=1213 1187 1157 1151 1144 1142 is_linear=0 shrinkage=0.1 Tree=727 num_leaves=7 num_cat=0 split_feature=4 4 0 9 9 7 split_gain=0.0752751 0.237783 0.129913 0.114364 0.155054 0.240687 threshold=4353.5000000000009 23996.500000000004 11.725411000000003 7.5629028176013291 6.3944237114723839 73.565496186226582 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 4 -1 -6 right_child=1 2 -4 -5 5 -7 leaf_value=0.0013964863799453512 -0.072343804669021683 0.074971292846819762 -0.033402693187537247 0.034457036014688532 0.012746271928364583 -0.06976103801266198 leaf_weight=24.851023539193271 0.53523351191709068 0.24700630948660773 0.2003148772782879 0.97364097903133995 0.64482491137459763 0.78275997837772593 leaf_count=478 317 28 52 208 39 91 internal_value=-0.000178065 -0.027371 0.0264403 0.000802351 -0.000444579 -0.0324934 internal_weight=28.2348 0.982555 0.447321 27.2522 26.2786 1.42758 internal_count=1213 397 80 816 608 130 is_linear=0 shrinkage=0.1 Tree=728 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=729 num_leaves=7 num_cat=0 split_feature=19 21 21 21 19 20 split_gain=0.0807665 0.202258 0.175046 0.134862 0.199508 0.183321 threshold=0.95679870430000014 0.15137254730000002 0.18603110280000004 0.34062051785000008 0.68175770400000013 0.46962729790000007 decision_type=10 8 8 8 10 10 left_child=1 -1 -3 -4 5 -5 right_child=-2 2 3 4 -6 -7 leaf_value=0.058322084573414812 0.039776890862999792 -0.05198472146158846 0.035568194561394414 -0.0028509018693320429 -0.046847043910476185 0.025401106778981317 leaf_weight=0.57821612522457144 0.5150047168135633 0.66851072758436203 1.0152504388242958 21.649177414950849 0.93842167034745116 2.5693318322300902 leaf_count=25 4 5 14 1135 9 21 internal_value=0.000542289 -0.000194648 -0.00145525 -0.000164582 -0.00160664 0.000146342 internal_weight=27.9339 27.4189 26.8407 26.1722 25.1569 24.2185 internal_count=1213 1209 1184 1179 1165 1156 is_linear=0 shrinkage=0.1 Tree=730 num_leaves=7 num_cat=0 split_feature=8 6 7 5 13 14 split_gain=0.0729235 0.186374 0.170003 0.15123 0.250488 0.135303 threshold=6.2341341038820755 119.58415637860081 73.338663815671964 26643.000000000004 4865.5000000000009 3.5000000000000004 decision_type=10 10 10 10 10 10 left_child=1 -1 -2 4 -4 -6 right_child=2 -3 3 -5 5 -7 leaf_value=-0.00076606551877206287 0.06565141331581148 -0.059064379648362399 -0.076537016263966251 0.065976483920619541 0.034727665441958488 -0.076387535363100736 leaf_weight=15.10114682064733 0.53460589470341746 0.56903320454876016 0.43052917986642547 0.28552838845845929 0.70305372326987481 0.12982284527879528 leaf_count=700 31 67 169 43 152 51 internal_value=-0.00054609 -0.00288306 0.0170301 0.000248757 -0.0146056 0.0174078 internal_weight=17.7537 15.6702 2.08354 1.54893 1.26341 0.832877 internal_count=1213 767 446 415 372 203 is_linear=0 shrinkage=0.1 Tree=731 num_leaves=7 num_cat=0 split_feature=4 5 5 4 0 7 split_gain=0.0792443 0.19814 0.848978 0.265408 0.179986 0.364798 threshold=109.00000000000001 1.0000000180025095e-35 63.000000000000007 168.50000000000003 0.030394000000000001 66.563581180703636 decision_type=8 8 8 10 8 8 left_child=-1 3 -3 -2 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.024750689178851138 -0.023918619097494379 -0.086755107260283737 -0.080491419273868409 0.077071135741659316 0.0027338747604571949 0.037308164011465909 leaf_weight=1.2176321744918848 0.4120347849093402 1.1591902659274662 0.72825705957929776 0.70633608661592007 23.267075902465436 0.41138483687966787 leaf_count=16 40 46 83 18 921 89 internal_value=-0.000197362 -0.00133577 -0.00313804 0.0398641 0.00083333 -0.0379684 internal_weight=27.9019 26.6843 25.5659 1.11837 24.4067 1.13964 internal_count=1213 1197 1139 58 1093 172 is_linear=0 shrinkage=0.1 Tree=732 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000164629 threshold=5752.0000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0014012152075353647 0.058068479265183028 leaf_weight=0.0010405545237457403 0.0010105871741732386 leaf_count=1024 189 internal_value=0.0293209 internal_weight=0.00205114 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=733 num_leaves=7 num_cat=0 split_feature=0 0 0 0 3 0 split_gain=0.0782031 1.09639 0.530866 0.353428 0.569803 0.362039 threshold=0.06754300000000002 0.066242500000000024 0.10875250000000002 0.044599000000000007 1.5000000000000002 0.041996000000000006 decision_type=8 10 8 10 8 8 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=0.00059795057366645492 0.074988442443995995 -0.13296091739611923 0.00020062279069270615 0.083020993910667265 -0.029132338177049601 -0.06686156462028868 leaf_weight=6.1775965334836656 1.0051368661224866 0.64280160050839263 17.031862308820564 1.188441244885325 0.73203373022261087 0.91314724087715138 leaf_count=281 61 4 807 36 19 5 internal_value=0.000480383 -0.00678353 0.00436828 0.00221714 0.0402711 -0.0080895 internal_weight=27.691 9.65402 18.037 9.01122 1.92047 7.09074 internal_count=1213 345 868 341 55 286 is_linear=0 shrinkage=0.1 Tree=734 num_leaves=7 num_cat=0 split_feature=19 20 21 21 21 21 split_gain=0.0716127 0.199201 0.219224 0.214422 0.42884 0.311935 threshold=0.76768386320000015 0.89041469205000012 0.9123116092500001 0.64326956145000014 0.49659266935000007 0.41913016440000006 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=-0.0021557686759880739 -0.015671429023734359 0.056753468342887872 -0.095586107534060091 0.028604831173055907 -0.071961880821180629 0.084475903283717999 leaf_weight=10.421180959410771 2.5865262784063807 0.64402859658002931 0.23645505867898542 2.4196281749755135 0.8624889552593239 0.43289907276630479 leaf_count=1159 16 6 4 17 9 2 internal_value=-0.000303065 0.00234404 -9.40123e-05 0.00150328 -0.00409356 0.00129941 internal_weight=17.6032 15.0167 14.3727 14.1362 11.7166 10.8541 internal_count=1213 1197 1191 1187 1170 1161 is_linear=0 shrinkage=0.1 Tree=735 num_leaves=7 num_cat=0 split_feature=21 20 21 19 19 20 split_gain=0.0730379 0.12925 0.203878 0.121607 0.36575 0.253194 threshold=0.21861127385000004 0.20344614855000001 0.32197624670000008 0.13005968095000003 0.3090768229000001 0.62523871355000005 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=-0.017999279449126902 -0.040848037175079274 0.045793510042755455 -0.049320608440124307 0.055828454083691283 -0.032823353589769906 0.0022816281169498252 leaf_weight=2.1481753788548685 0.71070751268416643 1.0376341566443441 0.47984942421317101 1.1781233819201586 2.2918574810028076 19.842101053277037 leaf_count=35 11 8 4 8 17 1130 internal_value=-0.000289923 0.0011996 0.00240315 0.000510769 0.00153648 -0.00135331 internal_weight=27.6884 25.5403 24.8296 23.7919 23.3121 22.134 internal_count=1213 1178 1167 1159 1155 1147 is_linear=0 shrinkage=0.1 Tree=736 num_leaves=2 num_cat=0 split_feature=9 split_gain=0.000115256 threshold=7.9391242308435084 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0039635447837088637 0.051895964871503053 leaf_weight=0.0010057660353015585 0.0010008649936139591 leaf_count=978 235 internal_value=0.0278712 internal_weight=0.00200663 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=737 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.0807148 0.195897 0.108483 0.328407 0.110646 0.0669481 threshold=0.84483228280000011 0.76348215705000011 0.34051073370000001 0.31027308865000008 0.090231592850000014 0.26125607545000001 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=0.053648714297229866 0.028213569547949003 -0.065237571750555376 0.016639078538880785 -0.065550332380146972 -0.019264411775402848 0.0011204603935280242 leaf_weight=0.38320819346699864 1.0209435299038876 0.45849677640944619 3.6685881419107309 0.78258563112467427 1.7566975224763153 19.438553840383996 leaf_count=20 10 6 33 6 18 1120 internal_value=0.000622828 -0.000440613 0.000700747 -0.00191412 0.000393773 -0.000569072 internal_weight=27.5091 26.4881 26.0296 22.361 21.5785 21.1953 internal_count=1213 1203 1197 1164 1158 1138 is_linear=0 shrinkage=0.1 Tree=738 num_leaves=7 num_cat=0 split_feature=19 20 19 20 20 21 split_gain=0.0667638 0.179885 0.125447 0.344367 0.3232 0.448995 threshold=0.76768386320000015 0.89041469205000012 0.60557055170000018 0.18647970780000003 0.44432163585000006 0.34062051785000008 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=-0.086678438065649649 -0.015338617887826296 0.054495941493481581 0.021387973487228297 -0.0040404840676125263 -0.039852557510774503 0.050840021900139656 leaf_weight=0.48703447561911162 2.5866733565926543 0.6268670894205578 2.2559893615543851 7.8408002855176111 1.790684460662306 1.8407239392399786 leaf_count=25 16 6 14 1122 21 9 internal_value=-0.000512955 0.00207085 -0.000241001 -0.00432109 -0.000824736 0.00639381 internal_weight=17.4288 14.8421 14.2152 11.9592 11.4722 9.68152 internal_count=1213 1197 1191 1177 1152 1131 is_linear=0 shrinkage=0.1 Tree=739 num_leaves=7 num_cat=0 split_feature=20 20 19 19 21 19 split_gain=0.0707021 0.238025 0.202183 0.115696 0.104056 0.099609 threshold=0.79454162265000006 0.76348215705000011 0.89730301130000012 0.76768386320000015 0.85846023185000009 0.60557055170000018 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=0.0024951872322991108 -0.023314599834678474 0.072621557691661218 -0.057663500963317051 0.036243803495953957 -0.033965638420016729 -0.025934187564706713 leaf_weight=21.993570668563109 1.2729459814727295 0.45367931574582954 0.60311955027282138 0.89452899992465873 0.88853124622255464 1.3055955739691842 leaf_count=1160 13 3 5 6 12 14 internal_value=-0.000300934 0.00081981 -0.000448422 0.000927355 -0.000378747 0.000902115 internal_weight=27.412 26.139 25.6853 25.0822 24.1877 23.2992 internal_count=1213 1200 1197 1192 1186 1174 is_linear=0 shrinkage=0.1 Tree=740 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000142488 threshold=49193.500000000007 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.054749933474376893 0.0018818436361079057 leaf_weight=0.001005126777922527 0.0010344549311294138 leaf_count=149 1064 internal_value=0.0279358 internal_weight=0.00203958 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=741 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 21 split_gain=0.0742667 0.178996 0.150973 0.298219 0.112068 0.300402 threshold=0.84483228280000011 0.69019084205000014 0.34051073370000001 0.31027308865000008 0.71349892620000011 0.17101914640000002 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=0.0015978104061199002 0.02715299064624271 -0.043547978303796392 0.021543109280563699 -0.063718760566942381 0.032333996475570274 -0.05436202249428862 leaf_weight=19.471949455535672 1.0209643207490433 0.92493749409913917 3.2006769292056552 0.74886241462081571 1.050240997225045 1.0089976806193579 leaf_count=1138 10 9 30 6 10 10 internal_value=0.000689069 -0.000334148 0.00123449 -0.00168297 0.000474652 -0.00115906 internal_weight=27.4266 26.4057 25.4807 22.2801 21.5312 20.4809 internal_count=1213 1203 1194 1164 1158 1148 is_linear=0 shrinkage=0.1 Tree=742 num_leaves=7 num_cat=0 split_feature=8 6 7 5 13 6 split_gain=0.0695942 0.20885 0.151035 0.137644 0.220819 0.120761 threshold=6.1345690268242814 119.58415637860081 73.338663815671964 26643.000000000004 50796.000000000007 111.9248455593452 decision_type=10 10 10 10 8 10 left_child=1 5 -2 4 -4 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.0026741105312621982 0.061333636075566855 -0.066944018107289463 0.015613391577795094 0.064754889465487922 -0.074365225386806608 0.042543618032345291 leaf_weight=14.041065017193828 0.55353691516211201 0.49300754754222076 0.83227186679101806 0.27145440528880715 0.40569880666589575 0.61655401554890055 leaf_count=659 36 56 205 43 180 34 internal_value=-0.00057906 -0.00292535 0.0166523 0.000266793 -0.0138738 -0.000772085 internal_weight=17.2136 15.1506 2.06296 1.50943 1.23797 14.6576 internal_count=1213 749 464 428 385 693 is_linear=0 shrinkage=0.1 Tree=743 num_leaves=7 num_cat=0 split_feature=21 20 21 19 20 19 split_gain=0.0842345 0.104455 0.194572 0.101996 0.215786 0.24002 threshold=0.21861127385000004 0.20344614855000001 0.32197624670000008 0.3090768229000001 0.62523871355000005 0.43081104100000006 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=-0.019520645688369292 -0.037712651878779715 0.045354649747058773 0.025108593828697207 -0.030973929128096767 0.070836691426440973 0.00027768999075649162 leaf_weight=2.1100953945098331 0.66870937589555979 1.0085501689463852 1.5711908051744101 2.1997069232165813 0.49452375248074532 19.199128410415618 leaf_count=35 11 8 12 17 3 1127 internal_value=-0.000329817 0.00128083 0.00234629 0.000497715 -0.0012685 0.00204948 internal_weight=27.2519 25.1418 24.4731 23.4645 21.8934 19.6937 internal_count=1213 1178 1167 1159 1147 1130 is_linear=0 shrinkage=0.1 Tree=744 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=745 num_leaves=7 num_cat=0 split_feature=19 21 21 21 19 20 split_gain=0.0728451 0.169726 0.154053 0.126069 0.199975 0.151049 threshold=0.95679870430000014 0.15137254730000002 0.18603110280000004 0.34062051785000008 0.68175770400000013 0.46962729790000007 decision_type=10 8 8 8 10 10 left_child=1 -1 -3 -4 5 -5 right_child=-2 2 3 4 -6 -7 leaf_value=0.053030257488335647 0.038120331226956461 -0.050196977860359898 0.034502138224747396 -0.0024666188544523512 -0.046955914274412369 0.023296491517446311 leaf_weight=0.58903326385734545 0.50934790074825187 0.62757960706949234 1.0142454551532862 21.067706120342358 0.93011949956416984 2.5513290055096141 leaf_count=25 4 5 14 1135 9 21 internal_value=0.000657419 -5.51148e-05 -0.001249 -4.73318e-05 -0.00147474 0.000316313 internal_weight=27.2894 26.78 26.191 25.5634 24.5492 23.619 internal_count=1213 1209 1184 1179 1165 1156 is_linear=0 shrinkage=0.1 Tree=746 num_leaves=7 num_cat=0 split_feature=0 0 9 0 0 9 split_gain=0.0704385 0.228383 0.190786 0.455092 0.221732 0.193045 threshold=19.409948500000002 30.053426000000005 5.8354399440149409 0.0012590000000000001 0.00013200000000000004 5.9093046810742615 decision_type=10 10 8 10 10 8 left_child=2 -2 3 4 -1 -4 right_child=1 -3 5 -5 -6 -7 leaf_value=-0.03533564461748042 0.054920495328093524 -0.010614814810562737 0.060782102211080914 -0.070390834311602757 0.076786286891071157 -0.001236356630093984 leaf_weight=0.30268636197433885 0.8968472362030292 1.3062584070721639 0.52310558866883994 1.1962732500383024 0.4226822027860635 12.381284912049551 leaf_count=65 31 100 17 265 16 719 internal_value=-0.000620625 0.0160635 -0.00309984 -0.0324962 0.0299993 0.00127769 internal_weight=17.0291 2.20311 14.826 1.92164 0.725369 12.9044 internal_count=1213 131 1082 346 81 736 is_linear=0 shrinkage=0.1 Tree=747 num_leaves=7 num_cat=0 split_feature=21 21 19 20 19 19 split_gain=0.080483 0.183894 0.10313 0.263656 0.21667 0.105332 threshold=0.22326373405000002 0.32197624670000008 0.3090768229000001 0.62523871355000005 0.43081104100000006 0.73806720815000004 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.017003915917677286 0.054907407580919693 0.022839519280728082 -0.033061421311577688 0.068857238313634717 -0.0009834282645515397 0.040878112475840112 leaf_weight=2.5998036070703265 0.62819290161132812 1.8401651522144673 2.4040676532313228 0.47337489575147629 18.553695551127497 0.62120257085189123 leaf_count=38 6 14 25 3 1122 5 internal_value=-0.000273784 0.00150003 9.58142e-05 -0.00180204 0.0020227 0.000372746 internal_weight=27.1205 24.5207 23.8925 22.0523 19.6483 19.1749 internal_count=1213 1175 1169 1155 1130 1127 is_linear=0 shrinkage=0.1 Tree=748 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000129165 threshold=49193.500000000007 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.053992172170166233 0.0040321169790400527 leaf_weight=0.0010109762000318767 0.0010601364813300762 leaf_count=149 1064 internal_value=0.0284192 internal_weight=0.00207111 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=749 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 19 split_gain=0.0675937 0.156282 0.117096 0.273419 0.090908 0.232518 threshold=0.84483228280000011 0.69019084205000014 0.34051073370000001 0.31027308865000008 0.18603110280000004 0.63319291535000011 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.042498278061729455 0.025795861100369074 -0.0417833428195514 0.018786568681422602 -0.062462775895629867 0.00084726471469233919 -0.078958507826835014 leaf_weight=0.50178435295492818 1.0203492641448964 0.8834369070827951 3.2304347399622193 0.71418272890150447 20.491834511089131 0.37170227989554305 leaf_count=22 10 9 30 6 1132 4 internal_value=0.000544751 -0.000438893 0.00100422 -0.0015975 0.00043706 -0.000574545 internal_weight=27.2137 26.1934 25.3099 22.0795 21.3653 20.8635 internal_count=1213 1203 1194 1164 1158 1136 is_linear=0 shrinkage=0.1 Tree=750 num_leaves=7 num_cat=0 split_feature=19 20 10 10 10 2 split_gain=0.0711617 0.187016 0.132004 0.236493 0.133525 0.149749 threshold=0.76768386320000015 0.89041469205000012 35.000000000000007 30.500000000000004 13.500000000000002 6.5000000000000009 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=0.00095472318337168599 -0.015897371194085335 0.055547836758164937 -0.07521851218499398 0.069360097719459057 0.043167809160352691 -0.069678395095209719 leaf_weight=12.287713192435996 2.5241731144487849 0.63084010407328683 0.2302462970401401 0.4897182825000933 0.15124245919287282 0.52857929682136273 leaf_count=768 16 6 141 73 11 198 internal_value=-0.0004161 0.00231309 -0.000140439 0.00114411 -0.00143207 -0.0445731 internal_weight=16.8425 14.3183 13.6875 13.4573 12.9675 0.679822 internal_count=1213 1197 1191 1050 977 209 is_linear=0 shrinkage=0.1 Tree=751 num_leaves=7 num_cat=0 split_feature=19 19 19 21 5 2 split_gain=0.0837999 0.277915 0.256692 0.124305 0.0802627 0.430364 threshold=0.49158705255000007 0.60557055170000018 0.68175770400000013 0.41913016440000006 539.00000000000011 6.5000000000000009 decision_type=8 8 8 8 10 10 left_child=3 -2 -3 -1 -4 -6 right_child=1 2 4 -5 5 -7 leaf_value=-0.038195602056499418 0.046458900097296453 -0.079201178710988585 0.0036022094425153793 -0.00042731345154459329 -0.070257452437151882 0.0071199997107228088 leaf_weight=1.3668856624949626 1.3231958821415899 0.40913305897265673 17.641191548260405 2.404143351130188 0.96134434035047833 2.8490007227637761 leaf_count=32 9 9 426 24 63 650 internal_value=-0.000292169 0.00195657 -0.00073709 -0.0141172 0.000759412 -0.0124022 internal_weight=26.9549 23.1839 21.8607 3.77103 21.4515 3.81035 internal_count=1213 1157 1148 56 1139 713 is_linear=0 shrinkage=0.1 Tree=752 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000144127 threshold=5752.0000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0030572754007470635 0.055662346720312776 leaf_weight=0.0010774958759460773 0.0010081003953583689 leaf_count=1024 189 internal_value=0.0284846 internal_weight=0.0020856 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=753 num_leaves=7 num_cat=0 split_feature=19 21 21 21 19 19 split_gain=0.0671258 0.137798 0.14446 0.110516 0.181079 0.13815 threshold=0.95679870430000014 0.15137254730000002 0.18603110280000004 0.34062051785000008 0.68175770400000013 0.3090768229000001 decision_type=10 8 8 8 10 8 left_child=1 -1 -3 -4 5 -5 right_child=-2 2 3 4 -6 -7 leaf_value=0.047977023728759699 0.036647932651047301 -0.049313864261546839 0.032312154048999391 -0.028922228606539726 -0.045467522583163417 0.0023285815400118062 leaf_weight=0.58315700143975846 0.50662036612629791 0.60880077257752419 1.0148640796542165 1.5119170174002645 0.89682956039905448 21.973660774448966 leaf_count=25 4 5 14 13 9 1143 internal_value=0.000589673 -9.73666e-05 -0.00117538 -2.14481e-05 -0.00136726 0.000316767 internal_weight=27.0958 26.5892 26.0061 25.3973 24.3824 23.4856 internal_count=1213 1209 1184 1179 1165 1156 is_linear=0 shrinkage=0.1 Tree=754 num_leaves=7 num_cat=0 split_feature=20 21 21 21 19 20 split_gain=0.0695357 0.274629 0.490522 0.536143 0.235342 0.286897 threshold=0.5731449982500002 0.21861127385000004 0.57223969770000005 0.58032089740000015 0.86261934210000013 0.69019084205000014 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=-0.010223021112440051 0.046866492837664878 -0.051932213070867407 0.099764631395107481 -0.001010148645303033 -0.095718881618453433 0.077486394146716153 leaf_weight=5.1512620054070055 1.3094814559444783 1.6369838025420902 0.5904059037566185 7.2135218256007665 0.24387890100479115 0.49774136021733273 leaf_count=62 8 16 2 1120 2 3 internal_value=-0.000568613 0.00375895 -0.00178472 0.00782153 0.0009978 0.00405659 internal_weight=16.6433 11.492 10.1825 8.54555 7.95514 7.71126 internal_count=1213 1151 1143 1127 1125 1123 is_linear=0 shrinkage=0.1 Tree=755 num_leaves=7 num_cat=0 split_feature=20 20 19 21 19 21 split_gain=0.0765912 0.171842 0.184271 0.112764 0.142124 0.416968 threshold=0.79454162265000006 0.69019084205000014 0.89730301130000012 0.85846023185000009 0.49158705255000007 0.22326373405000002 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=-0.092837744064251909 -0.024679654471126095 0.050566254039952102 -0.057128548115812021 -0.0355933925126765 0.022551440883052297 0.0013916539927003402 leaf_weight=0.48086454141196011 1.2242428641766299 0.67881541699170966 0.56029226444661517 0.81927432073280115 2.9809141163714221 20.050336009806891 leaf_count=23 13 6 5 12 23 1131 internal_value=-0.000245329 0.000924518 -0.000429251 0.000876395 0.00214718 -0.000815308 internal_weight=26.7947 25.5705 24.8917 24.3314 23.5121 20.5312 internal_count=1213 1200 1194 1189 1177 1154 is_linear=0 shrinkage=0.1 Tree=756 num_leaves=2 num_cat=0 split_feature=5 split_gain=0.000131291 threshold=5752.0000000000009 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0046177166670393717 0.054553915989199814 leaf_weight=0.0011021132224602326 0.0010080995422825367 leaf_count=1024 189 internal_value=0.0284734 internal_weight=0.00211021 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=757 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 21 split_gain=0.0676635 0.123029 0.114011 0.260027 0.0882626 0.264422 threshold=0.84483228280000011 0.69019084205000014 0.34051073370000001 0.31027308865000008 0.71349892620000011 0.17101914640000002 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=0.0012840695680550478 0.026109827891253174 -0.038414494928873638 0.018459417026924187 -0.061875220880392857 0.028359431108375077 -0.053083173701917889 leaf_weight=19.265515851400799 0.99923701584339042 0.82468046527355809 3.2040699301287523 0.6961057810112824 1.0602535270154465 0.93814908899366756 leaf_count=1138 10 9 30 6 10 10 internal_value=0.00057397 -0.000407853 0.000837705 -0.00173339 0.000235447 -0.00124045 internal_weight=26.988 25.9888 25.1641 21.96 21.2639 20.2037 internal_count=1213 1203 1194 1164 1158 1148 is_linear=0 shrinkage=0.1 Tree=758 num_leaves=7 num_cat=0 split_feature=19 20 21 21 20 19 split_gain=0.0727787 0.168626 0.204985 0.153434 0.384695 0.382825 threshold=0.76768386320000015 0.89041469205000012 0.9123116092500001 0.64326956145000014 0.67806301170000005 0.63319291535000011 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=-0.0062452759847516429 -0.016369642240667 0.054264181355541244 -0.095297441798426724 0.025572249222535127 -0.084535038507483479 0.051053231468102825 leaf_weight=9.0960387140825052 2.4338351115584365 0.5992474779486664 0.2217688765376814 2.2285160329192868 0.55235511809587556 1.3374955952167518 leaf_count=1154 16 6 4 17 8 8 internal_value=-0.000405989 0.00236221 4.74093e-05 0.00164752 -0.00320567 0.00109993 internal_weight=16.4693 14.0354 13.4362 13.2144 10.9859 10.4335 internal_count=1213 1197 1191 1187 1170 1162 is_linear=0 shrinkage=0.1 Tree=759 num_leaves=7 num_cat=0 split_feature=20 20 19 21 19 21 split_gain=0.0755539 0.152741 0.146025 0.101996 0.112149 0.373612 threshold=0.79454162265000006 0.69019084205000014 0.89730301130000012 0.85846023185000009 0.49158705255000007 0.22326373405000002 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=-0.091534188647847237 -0.024903243708053663 0.048528023453432663 -0.052084299854262078 -0.034233390711324106 0.02019806189100774 0.001299588726545732 leaf_weight=0.44310854887149764 1.195305713918059 0.65388288721442123 0.53559925779700179 0.80769525142386456 2.9331525536254039 20.031989069914765 leaf_count=23 13 6 5 12 23 1131 internal_value=-0.000333225 0.000822775 -0.000437496 0.000704809 0.00191034 -0.000709459 internal_weight=26.6007 25.4054 24.7515 24.2159 23.4083 20.4751 internal_count=1213 1200 1194 1189 1177 1154 is_linear=0 shrinkage=0.1 Tree=760 num_leaves=2 num_cat=0 split_feature=13 split_gain=0.000120339 threshold=49193.500000000007 decision_type=8 left_child=-1 right_child=-2 leaf_value=0.051799975661956855 0.0035821207930503219 leaf_weight=0.0010027326352073374 0.0010698229316838948 leaf_count=149 1064 internal_value=0.0269106 internal_weight=0.00207256 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=761 num_leaves=7 num_cat=0 split_feature=0 0 0 0 3 4 split_gain=0.0684855 0.954544 0.486767 0.331219 0.511467 0.31038 threshold=0.06754300000000002 0.066242500000000024 0.10875250000000002 0.044599000000000007 1.5000000000000002 115.00000000000001 decision_type=8 10 8 10 8 8 left_child=1 3 -2 -1 -5 -4 right_child=2 -3 5 4 -6 -7 leaf_value=-0.0075938397735839536 0.073973819015670003 -0.12496160306623472 0.092606407704807658 0.082411598032997413 -0.026762656304758214 -0.0017807865577314935 leaf_weight=7.0689353001507698 0.94760007176228356 0.63253252580761987 0.35610811412334697 1.1133378362283106 0.69824644269829161 16.077126635747845 leaf_count=286 61 4 7 36 19 800 internal_value=0.000549862 -0.00627113 0.0042832 0.00218283 0.0403321 0.000264583 internal_weight=26.8939 9.51305 17.3808 8.88052 1.81158 16.4332 internal_count=1213 345 868 341 55 807 is_linear=0 shrinkage=0.1 Tree=762 num_leaves=7 num_cat=0 split_feature=20 21 21 21 19 20 split_gain=0.0693007 0.238763 0.401135 0.461429 0.221435 0.240288 threshold=0.5731449982500002 0.21861127385000004 0.57223969770000005 0.58032089740000015 0.86261934210000013 0.69019084205000014 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=-0.010137709523249072 0.045479457650255115 -0.047731091788095294 0.096665220103200195 -0.00020255662956532571 -0.094537244326132711 0.074569750073746985 leaf_weight=5.0489518793886816 1.2334074843674896 1.5604730844497678 0.54255770891904831 7.2110337303784053 0.23380552977323521 0.45702252350747574 leaf_count=62 8 16 2 1120 2 3 internal_value=-0.000405879 0.00396627 -0.00115149 0.00745611 0.00133084 0.00425393 internal_weight=16.2873 11.2383 10.0049 8.44442 7.90186 7.66806 internal_count=1213 1151 1143 1127 1125 1123 is_linear=0 shrinkage=0.1 Tree=763 num_leaves=7 num_cat=0 split_feature=19 19 20 20 20 19 split_gain=0.0740063 0.153217 0.172511 0.1528 0.15207 0.347384 threshold=0.095406877800000012 0.22159428360000002 0.79454162265000006 0.69019084205000014 0.52497759330000016 0.38321934000000007 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=0.038277528370494987 -0.047136234280040955 0.066462901943420541 -0.042275150061509358 0.052293146135506001 -0.02651292539140267 0.00046260013554984638 leaf_weight=0.48782933693350872 0.70146790612488985 0.82889992743730545 0.91951205814257164 0.58603529632091422 1.9023416489362706 21.035485159866784 leaf_count=23 9 5 8 5 17 1146 internal_value=-0.000311133 -0.00103589 0.00024369 0.00184912 0.000605278 0.00296474 internal_weight=26.4616 25.9737 25.2723 24.3528 23.7667 21.8644 internal_count=1213 1190 1181 1173 1168 1151 is_linear=0 shrinkage=0.1 Tree=764 num_leaves=2 num_cat=0 split_feature=9 split_gain=9.51413e-05 threshold=7.9267071709704311 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.003345414697811749 0.046640050566056662 leaf_weight=0.0010005443523373181 0.0010301914919788047 leaf_count=959 254 internal_value=0.0253088 internal_weight=0.00203074 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=765 num_leaves=7 num_cat=0 split_feature=2 4 4 2 4 0 split_gain=0.0630654 0.358789 0.487465 0.297256 0.364929 0.406969 threshold=3.5000000000000004 207.50000000000003 176.00000000000003 4.5000000000000009 467.50000000000006 4.6811795000000016 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=-0.0043108672608272473 0.067003412986541153 -0.041959443513641892 0.067058947574460778 -0.07967724951284641 0.039639809602810078 -0.0039898557858420837 leaf_weight=9.1926472506020236 0.73601776332361346 2.1325870275031766 1.0682117957621802 0.52891253788220538 2.697381663532723 10.308483047458139 leaf_count=208 42 41 27 15 558 322 internal_value=0.000580945 -0.00463772 0.00311912 0.00511308 0.0017475 0.00505882 internal_weight=26.6642 12.3934 10.2609 14.2708 13.5348 13.0059 internal_count=1213 276 235 937 895 880 is_linear=0 shrinkage=0.1 Tree=766 num_leaves=7 num_cat=0 split_feature=19 20 19 20 21 21 split_gain=0.079959 0.1533 0.111461 0.302635 0.270056 0.268067 threshold=0.76768386320000015 0.89041469205000012 0.63319291535000011 0.18647970780000003 0.64326956145000014 0.9123116092500001 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=-0.085155092252415146 -0.017634442063161764 0.053097235549897481 0.025352371233895665 -0.032804888461307559 0.040749992285287306 -0.0014209768310092087 leaf_weight=0.43366369349487854 2.3408746793866149 0.57074323669076044 1.5506208874285228 2.0531637612730265 1.9011639412492511 7.2769783280727953 leaf_count=25 16 6 11 23 12 1120 internal_value=-0.000546511 0.00235496 0.000163552 -0.00318479 -1.97492e-05 0.00731433 internal_weight=16.1272 13.7863 13.2156 11.665 11.2313 9.17814 internal_count=1213 1197 1191 1180 1155 1132 is_linear=0 shrinkage=0.1 Tree=767 num_leaves=7 num_cat=0 split_feature=5 6 10 9 9 9 split_gain=0.0680483 0.153836 0.101599 0.0840425 0.177589 0.171311 threshold=4550.0000000000009 83.967136629216796 35.000000000000007 7.5629028176013291 7.8464943593056891 6.3944237114723839 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=0.0014687711082120652 0.057871204932032863 -0.070321523716467924 0.037847641202836055 0.050411279543773814 -0.057530287564387605 -0.035910954012654955 leaf_weight=23.123688901619666 0.16042831493541765 0.51350000891533742 0.1045043051126413 0.78466574991762073 0.18916350257813974 1.2947090230591118 leaf_count=560 11 200 51 125 145 121 internal_value=-0.000257087 -0.0293804 -0.0520302 0.000635728 0.0294439 -0.000513172 internal_weight=26.1707 0.778433 0.618004 25.3922 0.973829 24.4184 internal_count=1213 262 251 951 270 681 is_linear=0 shrinkage=0.1 Tree=768 num_leaves=2 num_cat=0 split_feature=9 split_gain=8.84546e-05 threshold=7.9267071709704311 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0037604652916630532 0.045467142376643045 leaf_weight=0.0010032000619837333 0.0010312736688931068 leaf_count=959 254 internal_value=0.0249016 internal_weight=0.00203447 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=769 num_leaves=7 num_cat=0 split_feature=20 20 19 19 7 7 split_gain=0.0693971 0.230654 0.0988957 0.2156 0.140661 0.152634 threshold=0.34051073370000001 0.31027308865000008 0.4731715009000001 0.39953208990000005 83.814145346247159 79.482860341514581 decision_type=10 10 10 10 8 8 left_child=1 2 3 4 5 -1 right_child=-2 -3 -4 -5 -6 -7 leaf_value=-0.00055148776057159911 0.011316520505732093 -0.060197006412212678 0.02553250126564148 -0.081604362570021294 0.04234672759918065 -0.052859358131755921 leaf_weight=17.753364427973814 4.9238121127709737 0.65671837143599887 1.4134064093232144 0.33326420187950034 0.7375146858394136 0.57594621072348573 leaf_count=1004 49 6 15 2 16 121 internal_value=0.000609091 -0.00184647 -5.36135e-06 -0.00186594 -0.000472212 -0.00219511 internal_weight=26.394 21.4702 20.8135 19.4001 19.0668 18.3293 internal_count=1213 1164 1158 1143 1141 1125 is_linear=0 shrinkage=0.1 Tree=770 num_leaves=7 num_cat=0 split_feature=8 6 7 5 14 6 split_gain=0.0728692 0.18442 0.136313 0.126235 0.183255 0.110776 threshold=6.1345690268242814 119.58415637860081 73.338663815671964 26643.000000000004 1.5000000000000002 111.9248455593452 decision_type=10 10 8 10 8 10 left_child=1 5 -2 4 -4 -1 right_child=2 -3 3 -5 -6 -7 leaf_value=-0.0026833324544214606 0.060965260250532852 -0.06571318800663177 -0.073637995811116283 0.064795826377443105 0.013543739848595757 0.042441178525396896 leaf_weight=13.004470842225539 0.53111795504810344 0.45218580964137878 0.34518891485640746 0.25711117222446955 0.79960908475266035 0.56778183676942795 leaf_count=659 36 56 159 43 226 34 internal_value=-0.00037991 -0.00288871 0.0178219 0.00147685 -0.012744 -0.000795593 internal_weight=15.9575 14.0244 1.93303 1.40191 1.1448 13.5723 internal_count=1213 749 464 428 385 693 is_linear=0 shrinkage=0.1 Tree=771 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.0676041 0.177457 0.0930416 0.210147 0.260305 0.350616 threshold=0.22326373405000002 0.32197624670000008 0.3090768229000001 0.73806720815000004 0.86261934210000013 0.80522880530000018 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=-0.0166635762365656 0.055852397575730975 0.022198464856829442 -0.030117776977281654 0.073321195085182908 -0.094797500643480387 0.0016371724468792995 leaf_weight=2.3233048806876293 0.57983488962054253 1.7214301740750668 2.3586315917782485 0.49203026108443737 0.38507404178380966 18.028788936682325 leaf_count=38 6 14 28 5 4 1118 internal_value=-0.000388759 0.00121574 -0.0001625 -0.00197269 0.00153859 -0.000379487 internal_weight=25.8891 23.5658 22.986 21.2645 18.9059 18.4139 internal_count=1213 1175 1169 1155 1127 1122 is_linear=0 shrinkage=0.1 Tree=772 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=773 num_leaves=7 num_cat=0 split_feature=0 5 3 9 0 3 split_gain=0.0654808 0.292174 0.225574 0.298231 0.174314 0.776389 threshold=14.857993000000002 126.00000000000001 2.5000000000000004 6.9680640982153665 7.6228285000000016 5.5000000000000009 decision_type=10 10 8 8 10 10 left_child=4 -2 -3 -4 -1 -6 right_child=1 2 3 -5 5 -7 leaf_value=0.00055939712103745892 -0.062013996847635956 0.060898799417477091 -0.077837595302213777 0.022321506388906971 0.13065791344159891 -0.055339956577556838 leaf_weight=22.676661419198361 0.86674611642956678 0.56654295511543717 0.4735553201753645 0.79865786110167403 0.48925895243883033 0.41459332540762261 leaf_count=1006 15 34 18 80 8 52 internal_value=0.00058531 -0.0141496 0.00841255 -0.0149607 0.00227591 0.0453415 internal_weight=26.286 2.7055 1.83876 1.27221 23.5805 0.903852 internal_count=1213 147 132 98 1066 60 is_linear=0 shrinkage=0.1 Tree=774 num_leaves=7 num_cat=0 split_feature=19 20 21 21 20 20 split_gain=0.0751551 0.140922 0.177465 0.19075 0.443287 0.285572 threshold=0.76768386320000015 0.89041469205000012 0.11311668870000001 0.21861127385000004 0.44432163585000006 0.31581084365000006 decision_type=10 10 8 8 10 10 left_child=1 2 -1 -4 5 -5 right_child=-2 -3 3 4 -6 -7 leaf_value=-0.091383634745970721 -0.017155802011858137 0.051394241952816194 0.049462859921106432 0.003835827163675492 -0.0405810394770178 0.077728632927623054 leaf_weight=0.20784687054374729 2.298797272145749 0.56271252222359258 0.78673460334539413 9.0422652876859395 2.3221880588680515 0.55512094497680742 leaf_count=21 16 6 7 1136 24 3 internal_value=-0.000443761 0.00240687 0.000272329 0.00177162 -0.00137618 0.00810985 internal_weight=15.7757 13.4769 12.9142 12.7063 11.9196 9.59739 internal_count=1213 1197 1191 1170 1163 1139 is_linear=0 shrinkage=0.1 Tree=775 num_leaves=7 num_cat=0 split_feature=8 2 2 4 0 4 split_gain=0.0636865 0.21581 0.186932 0.222721 0.270311 0.240418 threshold=5.6744042622234678 3.5000000000000004 6.5000000000000009 455.00000000000006 8.2969760000000026 207.50000000000003 decision_type=10 10 10 10 8 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0031214639493329821 0.027410884341842346 -0.036833917513767953 0.032201185268830999 -0.084652931758672334 0.02217783975531765 0.029664430783431464 leaf_weight=17.995586429955452 0.77544078789651383 1.605339295637598 1.8020099993778291 0.66543907730924323 0.36773591628298175 2.5540624083265859 leaf_count=314 22 603 160 49 13 52 internal_value=-0.000327262 -0.0159088 0.00125908 -0.00132437 -0.0466289 0.00095341 internal_weight=25.7656 2.38078 23.3848 21.5828 1.03317 20.5496 internal_count=1213 625 588 428 62 366 is_linear=0 shrinkage=0.1 Tree=776 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=777 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 21 split_gain=0.0678217 0.106394 0.0870882 0.211755 0.0798929 0.24341 threshold=0.84483228280000011 0.69019084205000014 0.34051073370000001 0.31027308865000008 0.71349892620000011 0.17101914640000002 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=0.0011169645574942624 0.026379302160815795 -0.036808954521298287 0.016095231932363251 -0.059181322551944943 0.027423957900376484 -0.052569489009220871 leaf_weight=18.568298120586427 0.97662060707807441 0.78109356481581826 3.186708712950348 0.62075085286050935 1.0171984620392311 0.88475914299487968 leaf_count=1138 10 9 30 6 10 10 internal_value=0.00052581 -0.000481782 0.000686982 -0.0016411 0.00010378 -0.00132479 internal_weight=26.0354 25.0588 24.2777 21.091 20.4703 19.4531 internal_count=1213 1203 1194 1164 1158 1148 is_linear=0 shrinkage=0.1 Tree=778 num_leaves=7 num_cat=0 split_feature=0 6 0 6 3 6 split_gain=0.0692762 0.200744 0.162798 0.140204 0.114299 0.106871 threshold=19.409948500000002 91.780055058083263 10.319922000000002 105.16935140787396 15.500000000000002 111.9248455593452 decision_type=10 10 10 8 10 10 left_child=2 -2 5 -3 -5 -1 right_child=1 3 -4 4 -6 -7 leaf_value=-0.0044214715277100447 0.049140337615657989 -0.076576467081834243 -0.064846181193221983 0.062764211929604949 -0.017454429151590664 0.023641938970735205 leaf_weight=11.564337578171484 0.99038318172097328 0.26324564637616243 0.41364500729832876 0.25599993276409816 0.58012759045232087 1.5373998430875992 leaf_count=721 36 16 26 21 58 335 internal_value=-0.000458592 0.0164857 -0.00307853 -0.0129315 0.00710638 -0.00112842 internal_weight=15.6051 2.08976 13.5154 1.09937 0.836128 13.1017 internal_count=1213 131 1082 95 79 1056 is_linear=0 shrinkage=0.1 Tree=779 num_leaves=7 num_cat=0 split_feature=19 19 20 20 20 20 split_gain=0.0617719 0.13263 0.153117 0.132814 0.128348 0.314395 threshold=0.095406877800000012 0.22159428360000002 0.79454162265000006 0.69019084205000014 0.52497759330000016 0.44432163585000006 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=0.035582176044448952 -0.044657814492619331 -0.00065264722085532753 -0.040442227155503552 0.05011486528580681 -0.025032013273721444 0.045570136956609636 leaf_weight=0.47199084174109807 0.67504352983087301 19.519504765515212 0.88968610251322289 0.55598842352628608 1.7935653775930394 1.5914877094328392 leaf_count=23 9 1143 8 5 17 8 internal_value=-0.000258094 -0.000934062 0.000278059 0.00182228 0.00065002 0.00283194 internal_weight=25.4973 25.0253 24.3502 23.4605 22.9046 21.111 internal_count=1213 1190 1181 1173 1168 1151 is_linear=0 shrinkage=0.1 Tree=780 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=781 num_leaves=7 num_cat=0 split_feature=0 0 0 0 3 0 split_gain=0.0617014 0.0797129 0.30993 0.159433 0.701421 0.204102 threshold=43.150867500000011 23.872839500000005 14.857993000000002 7.6228285000000016 5.5000000000000009 4.6811795000000016 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=0.0021788789555270381 -0.035076225110425074 0.025370747422928438 -0.060968840325850253 0.12733933025857214 -0.054161747104395509 -0.04999650726399274 leaf_weight=21.732269036016095 0.47823806348605913 1.2928621181636106 0.80892979851341706 0.46540142595767875 0.39248365435560117 0.77653798093888227 leaf_count=913 29 94 24 8 52 93 internal_value=0.000510303 0.00117853 -0.000115216 0.00199147 0.0443023 0.000378865 internal_weight=25.9467 25.4685 24.1756 23.3667 0.857885 22.5088 internal_count=1213 1184 1090 1066 60 1006 is_linear=0 shrinkage=0.1 Tree=782 num_leaves=7 num_cat=0 split_feature=0 3 0 4 4 0 split_gain=0.069623 0.151778 0.115338 0.0911845 0.184309 0.106204 threshold=0.004088500000000001 1.5000000000000002 0.00013200000000000004 126.00000000000001 168.50000000000003 19.409948500000002 decision_type=8 8 10 8 8 10 left_child=2 -2 -1 -3 -5 -6 right_child=1 3 -4 4 5 -7 leaf_value=-0.031853723092980263 -0.07616297060895133 0.077517104977017609 0.040322618613142409 -0.077446151147531617 -0.0033060658292166875 0.023783817027249174 leaf_weight=0.29289976344443747 0.27343479227601974 0.14660196751356025 0.90699636504565717 0.31448317202739318 11.881038560332383 1.6479245309019468 leaf_count=65 154 2 30 29 832 101 internal_value=-0.000430695 -0.00237688 0.0227041 -0.00093473 -0.00176553 -6.32422e-06 internal_weight=15.4634 14.2635 1.1999 13.99 13.8434 13.529 internal_count=1213 1118 95 964 962 933 is_linear=0 shrinkage=0.1 Tree=783 num_leaves=7 num_cat=0 split_feature=21 20 20 20 20 20 split_gain=0.0609636 0.231775 0.0912078 0.226452 0.0880865 0.0865614 threshold=0.80522880530000018 0.79454162265000006 0.44432163585000006 0.46962729790000007 0.24640452245000002 0.69019084205000014 decision_type=10 10 8 8 8 10 left_child=1 2 4 -4 -1 -5 right_child=-2 -3 3 5 -6 -7 leaf_value=0.0011670445088517508 0.020569282448515067 -0.052259438615819914 0.062365621700652601 -0.00052437837095991409 -0.042297720021200427 0.038885194485388547 leaf_weight=0.92581312247133374 1.3312297202646721 0.86432168213650484 0.6104474663734436 20.120102429231807 0.93935367278754689 0.57321929186582465 leaf_count=28 16 12 3 1136 12 6 internal_value=-0.000261328 -0.00141516 0.000481597 0.00233809 -0.0207231 0.000567294 internal_weight=25.3645 24.0333 23.1689 21.3038 1.86517 20.6933 internal_count=1213 1197 1185 1145 40 1142 is_linear=0 shrinkage=0.1 Tree=784 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=785 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 4 split_gain=0.0604396 0.720016 0.576415 0.279135 0.306205 0.189625 threshold=3.9500000000000005e-05 163.00000000000003 109.00000000000001 59.000000000000007 0.34630600000000006 164.50000000000003 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=0.079656946390731467 -0.090066950452098893 -0.078118463978332289 0.091596517870701388 -0.015519174797320673 -0.013381959411901095 0.0051120057721031238 leaf_weight=0.79099091235548502 0.69967991113662975 0.45598462224006653 0.69892995362170285 6.0899782665073898 0.46119207330048084 16.593935431988939 leaf_count=55 2 5 34 90 22 1005 internal_value=0.000485982 0.0219628 -0.000605177 0.00201999 0.0498636 -0.000426873 internal_weight=25.7907 1.24698 24.5437 23.844 1.16012 22.6839 internal_count=1213 60 1153 1151 56 1095 is_linear=0 shrinkage=0.1 Tree=786 num_leaves=7 num_cat=0 split_feature=19 20 19 20 21 21 split_gain=0.06445 0.129213 0.120557 0.266959 0.234034 0.252159 threshold=0.76768386320000015 0.89041469205000012 0.63319291535000011 0.18647970780000003 0.64326956145000014 0.9123116092500001 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=-0.083971160494778013 -0.016174947760879035 0.049696033458904658 0.026696137222779578 -0.031663842925776328 0.039780049753434917 -0.0022172230374578493 leaf_weight=0.39774925825896901 2.2466841526329526 0.54785872250795442 1.4981544651091105 1.966901904903352 1.8068110235035417 6.8490693825697146 leaf_count=25 16 6 11 23 12 1120 internal_value=-0.000529521 0.00216058 8.02732e-05 -0.00353794 -0.00052628 0.0065492 internal_weight=15.3132 13.0665 12.5187 11.0205 10.6228 8.65588 internal_count=1213 1197 1191 1180 1155 1132 is_linear=0 shrinkage=0.1 Tree=787 num_leaves=7 num_cat=0 split_feature=21 20 21 4 15 4 split_gain=0.0668701 0.088083 0.164216 0.0633622 0.156482 0.138776 threshold=0.21861127385000004 0.20344614855000001 0.32197624670000008 1149.0000000000002 4.5000000000000009 207.50000000000003 decision_type=8 8 8 10 10 10 left_child=-1 -2 -3 5 -5 -4 right_child=1 2 3 4 -6 -7 leaf_value=-0.018816274441847324 -0.036021713745345942 0.044843412312005004 -0.0026028293356451845 -0.03134368916653834 0.025811502697754781 0.016523216786177734 leaf_weight=1.7882640693594414 0.61747050564736128 0.87081980518996716 14.434256644453866 1.6725312371722787 0.67127594437624782 5.1463096500956445 leaf_count=35 11 8 277 506 177 199 internal_value=-0.000177504 0.00124613 0.00225563 0.000564077 -0.0149742 0.00242402 internal_weight=25.2009 23.4127 22.7952 21.9244 2.34381 19.5806 internal_count=1213 1178 1167 1159 683 476 is_linear=0 shrinkage=0.1 Tree=788 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=789 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 4 split_gain=0.0546764 0.665757 0.528227 0.254074 0.283444 0.167426 threshold=3.9500000000000005e-05 149.00000000000003 109.00000000000001 59.000000000000007 0.29266000000000009 164.50000000000003 decision_type=8 8 8 8 8 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=0.079301794586569371 -0.088805068829766048 -0.077892773481948174 0.090921190694179185 -0.014512391307687411 -0.011893142134294196 0.0048640464012779262 leaf_weight=0.73519543977454538 0.65942895412445324 0.4252784699201585 0.65278317872435088 6.1045291442424086 0.45506208389997493 16.547210833508871 leaf_count=55 2 5 34 90 22 1005 internal_value=0.000486732 0.0216948 -0.000521145 0.00192911 0.0486888 -0.000357805 internal_weight=25.5795 1.16047 24.419 23.7596 1.10785 22.6517 internal_count=1213 60 1153 1151 56 1095 is_linear=0 shrinkage=0.1 Tree=790 num_leaves=7 num_cat=0 split_feature=0 5 3 0 5 0 split_gain=0.0635377 0.141956 0.115145 0.0732403 0.104964 0.0712475 threshold=0.004088500000000001 108.50000000000001 1.5000000000000002 0.00033650000000000005 63.000000000000007 0.048128000000000004 decision_type=8 8 8 10 10 8 left_child=2 -2 3 4 -1 -3 right_child=1 5 -4 -5 -6 -7 leaf_value=-0.07548683664411214 -0.07608236200036976 -0.043346971158363772 -0.0092727682508842585 0.076830905883493131 0.077882815825667612 0.00038053606082516359 leaf_weight=0.09065647274837707 0.25539362744529981 0.38330316373922713 0.58703663880262991 0.4069170206785202 0.087880276143550873 13.362583532301528 leaf_count=63 152 151 21 10 1 815 internal_value=-0.000338722 -0.0022113 0.0220226 0.0534027 5.56195e-06 -0.000838803 internal_weight=15.1738 14.0013 1.17249 0.585454 0.178537 13.7459 internal_count=1213 1118 95 74 64 966 is_linear=0 shrinkage=0.1 Tree=791 num_leaves=7 num_cat=0 split_feature=6 9 10 6 4 9 split_gain=0.0629005 0.168136 0.30908 0.187458 0.134663 0.122997 threshold=127.57071716190508 6.3944237114723839 13.500000000000002 85.458850108095191 1470.5000000000002 7.8464943593056891 decision_type=10 10 8 10 10 10 left_child=1 3 -3 -1 -4 -6 right_child=-2 2 4 -5 5 -7 leaf_value=-0.0011385596952475409 0.029465367479172711 -0.070512208047235417 -0.075622274036026116 0.035607837146133033 0.052089924383010133 -0.029416057429773108 leaf_weight=20.830264346890242 0.69053400447592039 0.94070952123729479 0.15689306318215668 1.487404744606464 0.5635322296875529 0.27574109879441533 leaf_count=547 23 188 89 33 97 236 internal_value=-0.000295023 -0.00114231 -0.0294046 0.00131048 0.00941462 0.0253113 internal_weight=24.9451 24.2545 1.93688 22.3177 0.996166 0.839273 internal_count=1213 1190 610 580 422 333 is_linear=0 shrinkage=0.1 Tree=792 num_leaves=2 num_cat=0 split_feature=0 split_gain=8.1517e-05 threshold=0.03899650000000001 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.044818301991379456 0.0044591353763670681 leaf_weight=0.0010017626793228374 0.0010000533381546717 leaf_count=350 863 internal_value=0.0246559 internal_weight=0.00200182 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=793 num_leaves=7 num_cat=0 split_feature=20 20 20 20 7 7 split_gain=0.0508028 0.0988777 0.0691287 0.197407 0.101595 0.103402 threshold=0.84483228280000011 0.69019084205000014 0.34051073370000001 0.31027308865000008 82.681978676551509 79.482860341514581 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=0.00045154702596693943 0.022721174838363563 -0.035797136413333201 0.014312514627062768 -0.058075993123118855 0.056057849777888552 -0.047198486280852908 leaf_weight=19.010259319215059 0.98145954310893913 0.76792073249816795 3.2072375062853089 0.5982403913512816 0.32067750429268826 0.46658585811382991 leaf_count=1028 10 9 30 6 14 116 internal_value=0.000414523 -0.000483805 0.00066511 -0.00148095 0.000229239 -0.000689954 internal_weight=25.3524 24.3709 23.603 20.3958 19.7975 19.4768 internal_count=1213 1203 1194 1164 1158 1144 is_linear=0 shrinkage=0.1 Tree=794 num_leaves=7 num_cat=0 split_feature=19 20 19 20 21 21 split_gain=0.0588616 0.115823 0.104688 0.249193 0.203179 0.224032 threshold=0.76768386320000015 0.89041469205000012 0.63319291535000011 0.18647970780000003 0.64326956145000014 0.80522880530000018 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=-0.083244024655976384 -0.015116353568785882 0.047816498965834064 0.025429720844308418 -0.029289091700816141 0.057178171125126201 0.0013607613061122703 leaf_weight=0.373351222632337 2.246367435902358 0.53868644684553224 1.4751527197659022 1.9406955698505042 0.79316286370158195 7.6974081185198795 leaf_count=25 16 6 11 23 5 1127 internal_value=-0.000184575 0.00243214 0.000441229 -0.00297045 -9.73298e-05 0.00657505 internal_weight=15.0648 12.8185 12.2798 10.8046 10.4313 8.49057 internal_count=1213 1197 1191 1180 1155 1132 is_linear=0 shrinkage=0.1 Tree=795 num_leaves=7 num_cat=0 split_feature=7 4 5 4 0 5 split_gain=0.0643183 0.0815188 0.564708 0.443395 0.48555 0.437931 threshold=81.559319555350342 207.50000000000003 169.00000000000003 164.50000000000003 0.041996000000000006 237.50000000000003 decision_type=10 10 8 10 10 8 left_child=1 3 -3 4 -1 -4 right_child=-2 2 5 -5 -6 -7 leaf_value=-0.0083936080129699414 -0.038769260831725189 0.057906929829655701 -0.08281553977646687 -0.055232887248153652 0.032213182026451202 0.0039907586304812571 leaf_weight=11.930389156565079 0.42742605460807581 1.7890517609193914 0.66880063153803293 1.501328645274042 3.9096531164832404 4.4355045058279741 leaf_count=187 34 40 35 57 70 790 internal_value=-0.000315379 0.00036283 0.00956173 -0.00329382 0.001629 -0.00738319 internal_weight=24.6622 24.2347 6.89336 17.3414 15.84 5.10431 internal_count=1213 1179 865 314 257 825 is_linear=0 shrinkage=0.1 Tree=796 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=797 num_leaves=7 num_cat=0 split_feature=0 0 4 5 5 0 split_gain=0.0517901 0.28785 0.629367 0.152293 0.406263 0.153926 threshold=0.0027310000000000004 3.9500000000000005e-05 163.00000000000003 1.0000000180025095e-35 59.000000000000007 0.030394000000000001 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=0.078944455541672107 -0.075794396371291345 -0.056525987922130864 -0.077767079745935219 0.07861473671720523 0.03868680090366397 -0.0014712429056265655 leaf_weight=0.6777740186080361 0.25013012997806328 0.90868434922776931 0.41208594292402267 0.68322572065517562 0.99929382801383582 21.28465798607067 leaf_count=55 14 30 5 41 147 921 internal_value=0.000483554 -0.0149631 0.0196904 0.0018132 0.00265841 0.000329591 internal_weight=25.2159 1.99854 1.08986 23.2173 22.9672 22.284 internal_count=1213 90 60 1123 1109 1068 is_linear=0 shrinkage=0.1 Tree=798 num_leaves=7 num_cat=0 split_feature=0 5 3 4 4 2 split_gain=0.0624989 0.131043 0.100762 0.0842748 0.165862 0.0951308 threshold=0.004088500000000001 108.50000000000001 1.5000000000000002 126.00000000000001 168.50000000000003 6.5000000000000009 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=0.053212063458019244 -0.075996026807157474 0.077329786119621088 -0.0068522381192102763 -0.077205861152055411 0.023616078409189188 -0.0030995901818515084 leaf_weight=0.54470050311647245 0.23631273007776954 0.13637920841574569 0.57321389079564256 0.28459837567061086 1.5050237571995229 11.652649620585223 leaf_count=74 152 2 21 29 132 803 internal_value=-0.000328413 -0.00216874 0.0224139 -0.0008839 -0.00167742 -4.37524e-05 internal_weight=14.9329 13.815 1.11791 13.5787 13.4423 13.1577 internal_count=1213 1118 95 966 964 935 is_linear=0 shrinkage=0.1 Tree=799 num_leaves=7 num_cat=0 split_feature=7 0 4 7 10 4 split_gain=0.0656192 0.262282 0.169428 0.154295 0.136899 0.110559 threshold=76.312063781707536 31.825229500000003 274.00000000000006 75.146577862281433 41.000000000000007 1470.5000000000002 decision_type=10 10 10 10 8 10 left_child=3 2 -2 5 -4 -1 right_child=1 -3 4 -5 -6 -7 leaf_value=0.0016737976185541418 0.036346212866400072 0.049916178165107752 -0.064463918529340539 0.052344226825094632 0.045106433356782188 -0.028116188657238878 leaf_weight=20.667775231982102 0.25453891605138768 0.4395680772140621 1.1120268742546622 0.57518256895456588 0.12705750890017964 1.3257327382925996 leaf_count=463 6 10 211 121 94 308 internal_value=-0.000299357 -0.0179814 -0.0379634 0.00121525 -0.0532284 -0.000121894 internal_weight=24.5019 1.93319 1.49362 22.5687 1.23908 21.9935 internal_count=1213 321 311 892 305 771 is_linear=0 shrinkage=0.1 Tree=800 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=801 num_leaves=7 num_cat=0 split_feature=0 0 0 4 2 0 split_gain=0.0512813 0.366548 0.324993 0.449777 0.787821 0.746326 threshold=0.044599000000000007 0.053166000000000012 0.041996000000000006 156.00000000000003 4.5000000000000009 0.034740000000000007 decision_type=8 8 8 10 8 10 left_child=2 -2 3 5 -5 -1 right_child=1 -3 -4 4 -6 -7 leaf_value=-0.0081892569567174316 0.072605750861161777 0.00029742462684060369 -0.06313864882224543 -0.096070889915947463 0.035454768676309499 0.087545292931138968 leaf_weight=2.6414065915159912 0.73006292524223937 17.646722480301833 0.89470770955085743 1.0445869434042829 0.80743729756613913 1.1772423181682823 leaf_count=82 24 903 5 16 159 24 internal_value=0.000459811 0.00317005 -0.00712627 0.00171126 -0.0387289 0.0213245 internal_weight=24.9422 18.3768 6.56538 5.67067 1.85202 3.81865 internal_count=1213 927 286 281 175 106 is_linear=0 shrinkage=0.1 Tree=802 num_leaves=7 num_cat=0 split_feature=0 2 5 6 4 8 split_gain=0.0621251 0.0956363 0.0909904 0.143262 0.0948404 0.300275 threshold=60.179807500000003 77.000000000000014 11814.500000000002 125.38956572919442 6264.0000000000009 5.2557369634631668 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=0.0021119239837223817 0.045740580030623965 -0.060510284361979798 0.035557810383643938 -0.066180931637526683 0.030130354362962471 -0.053968215226153075 leaf_weight=11.245543759035447 0.28676411276683289 0.26741940037379741 0.67960224310373085 0.33846059333882372 0.95093464951753581 1.0433602876222483 leaf_count=401 14 28 87 67 187 429 internal_value=-0.000351463 -0.00126143 -0.000150165 -0.00193737 -0.000295061 -0.00264943 internal_weight=14.8121 14.5253 14.2579 13.5783 13.2398 12.2889 internal_count=1213 1199 1171 1084 1017 830 is_linear=0 shrinkage=0.1 Tree=803 num_leaves=7 num_cat=0 split_feature=21 21 20 20 21 20 split_gain=0.0648131 0.168928 0.0807789 0.0862348 0.0754127 0.217244 threshold=0.22326373405000002 0.32197624670000008 0.26125607545000001 0.31581084365000006 0.37052061300000005 0.44432163585000006 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=-0.016568540958623493 0.056791264189348489 -0.035544293655887883 0.046199129752599648 0.041069591613708101 -0.080603739387397247 0.00059740199224146272 leaf_weight=2.2140831923896891 0.53678230009973049 0.62104069627821445 0.41470556333661079 0.44039710378274322 0.33509913086891174 19.635801007470963 leaf_count=38 6 12 4 5 3 1145 internal_value=-0.000260677 0.00138176 -5.04796e-06 0.00105475 0.000137529 -0.000765102 internal_weight=24.1979 21.9838 21.447 20.826 20.4113 19.9709 internal_count=1213 1175 1169 1157 1153 1148 is_linear=0 shrinkage=0.1 Tree=804 num_leaves=2 num_cat=0 split_feature=7 split_gain=3.71826e-05 threshold=74.188086342600684 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.010898057487238672 0.038085032870571862 leaf_weight=0.0010068063866484067 0.0010054284659251067 leaf_count=692 521 internal_value=0.0244822 internal_weight=0.00201223 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=805 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 4 split_gain=0.0543087 0.549518 0.456006 0.230828 0.246474 0.133223 threshold=3.9500000000000005e-05 163.00000000000003 109.00000000000001 59.000000000000007 0.34630600000000006 164.50000000000003 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=0.07869210965508705 -0.086933353240550487 -0.077321447920860889 0.091562291410656693 -0.013097791979993162 -0.010772048192335675 0.0043661462015724189 leaf_weight=0.63767707301304 0.5948323011398341 0.3495054617524147 0.57183437608182686 5.9842710923403528 0.39998418092727661 16.174079287560744 leaf_count=55 2 5 34 90 22 1005 internal_value=0.00047477 0.0234565 -0.000481488 0.00174177 0.0494432 -0.000350312 internal_weight=24.7122 0.987183 23.725 23.1302 0.971819 22.1584 internal_count=1213 60 1153 1151 56 1095 is_linear=0 shrinkage=0.1 Tree=806 num_leaves=7 num_cat=0 split_feature=20 21 21 21 19 19 split_gain=0.0589699 0.252802 0.306467 0.313728 0.286952 0.247262 threshold=0.4919716118500001 0.80522880530000018 0.57223969770000005 0.49659266935000007 0.33176430915000005 0.89730301130000012 decision_type=8 10 10 10 8 10 left_child=-1 2 3 4 -2 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=-0.010628809688781158 0.074476377330347218 -0.080680464975057598 0.057122093579797133 -0.090891720635785114 0.0028673730735906721 -0.092251266177040936 leaf_weight=4.0348672804247769 0.54588004853576422 0.34461584873497564 1.0672860406339175 0.36075691878795701 8.0346267099066502 0.28291477262973863 leaf_count=56 4 6 7 7 1131 2 internal_value=-0.00033533 0.00356957 0.00639073 0.000520846 0.0042415 -0.000368014 internal_weight=14.6709 10.6361 10.2915 9.22418 8.86342 8.31754 internal_count=1213 1157 1151 1144 1137 1133 is_linear=0 shrinkage=0.1 Tree=807 num_leaves=7 num_cat=0 split_feature=21 20 20 20 20 21 split_gain=0.0676587 0.197502 0.0802418 0.0669478 0.23257 0.234756 threshold=0.80522880530000018 0.79454162265000006 0.69019084205000014 0.44432163585000006 0.46962729790000007 0.21861127385000004 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=-0.019368387729290473 0.021923953072292078 -0.049131881416999375 0.037531760424166047 0.061958677098067599 -0.080776082562660112 0.00057714930253737547 leaf_weight=1.7639724964128394 1.2972093983553339 0.84029320441186328 0.56313473731279273 0.60592297464609146 0.36163498088717461 18.50839448314402 leaf_count=40 16 12 6 3 4 1132 internal_value=-0.000286637 -0.00155905 0.00027441 -0.000713396 0.000976221 -0.000981946 internal_weight=23.9406 22.6434 21.8031 21.2399 19.476 18.87 internal_count=1213 1197 1185 1179 1139 1136 is_linear=0 shrinkage=0.1 Tree=808 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=809 num_leaves=7 num_cat=0 split_feature=15 16 11 16 8 8 split_gain=0.058975 0.0903407 0.0594526 0.124431 0.0913878 0.223539 threshold=4.5000000000000009 2.0000000000000004 6.5000000000000009 1.0000000180025095e-35 6.0124073458263707 5.5260037294188367 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=-0.00071174898319526566 -0.057261371544031915 0.073629382294917833 -0.076497480329500628 0.046619562161400514 -0.022332832934676944 0.039149865168009765 leaf_weight=20.268150157138749 0.34428423626741178 0.0622679369917023 0.094979234039782479 0.60491544929391239 1.6531462015263958 1.5117686135927204 leaf_count=497 97 93 2 221 118 185 internal_value=0.000556085 -0.037214 0.00119237 0.029912 0.000334581 0.00205509 internal_weight=24.5395 0.406552 24.133 0.699895 23.4331 21.7799 internal_count=1213 190 1023 223 800 682 is_linear=0 shrinkage=0.1 Tree=810 num_leaves=7 num_cat=0 split_feature=8 6 7 5 13 14 split_gain=0.0658813 0.152484 0.107718 0.100164 0.182839 0.104907 threshold=6.1345690268242814 119.58415637860081 73.338663815671964 26643.000000000004 4865.5000000000009 3.5000000000000004 decision_type=10 10 8 10 10 10 left_child=1 -1 -2 4 -4 -6 right_child=2 -3 3 -5 5 -7 leaf_value=-0.00085650954656469084 0.058497644653930397 -0.063874138313822257 -0.073084250249693367 0.062281656422446589 0.032104660990954659 -0.076003104463649634 leaf_weight=12.33146220791286 0.4749946312513208 0.39631361683132205 0.3219069185797705 0.23305226932940581 0.64420507230630619 0.10429412802943716 leaf_count=693 36 56 170 43 159 56 internal_value=-0.000299614 -0.00281873 0.0177289 0.00287225 -0.0100626 0.0170412 internal_weight=14.5062 12.7278 1.77845 1.30346 1.07041 0.748499 internal_count=1213 749 464 428 385 215 is_linear=0 shrinkage=0.1 Tree=811 num_leaves=7 num_cat=0 split_feature=19 19 19 19 20 19 split_gain=0.0658461 0.11033 0.268204 0.237082 0.0801573 0.0849527 threshold=0.095406877800000012 0.49158705255000007 0.60557055170000018 0.68175770400000013 0.44432163585000006 0.86261934210000013 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=0.037749276318737972 -0.019605062021239128 0.047673154914202959 -0.080083197074680715 -0.03946619809612914 0.026676886902078339 -0.00057774585162387174 leaf_weight=0.44408037423254054 2.8359290356747806 1.1823137337341902 0.3754464010708034 0.49679119698703289 1.2254944695159791 17.12639802998185 leaf_count=23 33 9 9 6 10 1123 internal_value=-0.00039457 -0.00112337 0.00144508 -0.00139802 0.000169307 0.00124225 internal_weight=23.6865 23.2424 20.4064 19.2241 18.8487 18.3519 internal_count=1213 1190 1157 1148 1139 1133 is_linear=0 shrinkage=0.1 Tree=812 num_leaves=2 num_cat=0 split_feature=0 split_gain=9.27428e-05 threshold=0.029193500000000004 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.046045152935951766 0.0031677269250736865 leaf_weight=0.0010005643986858992 0.0010173970090581186 leaf_count=311 902 internal_value=0.0244276 internal_weight=0.00201796 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=813 num_leaves=7 num_cat=0 split_feature=6 5 0 5 6 5 split_gain=0.0505751 0.291016 0.424124 0.487505 0.284848 0.25462 threshold=83.77714566791245 154.00000000000003 4.3720085000000006 581.50000000000011 102.50410753707952 97.000000000000014 decision_type=10 10 8 10 10 10 left_child=1 5 -3 -4 -2 -1 right_child=4 2 3 -5 -6 -7 leaf_value=0.0025342212314950034 -0.044146823424551243 0.083414224332835712 0.082751003774034673 -0.075514463200036394 0.0075635080546992625 -0.04044756130819617 leaf_weight=16.06301962514409 1.544865450108772 1.0260410409537131 0.32101224595680844 0.49435377679765224 3.4314022038779513 1.507592468522488 leaf_count=300 80 155 10 36 606 26 internal_value=0.000504381 0.00281003 0.0406318 -0.0132048 -0.00848979 -0.0011537 internal_weight=24.3883 19.412 1.84141 0.815366 4.97627 17.5706 internal_count=1213 527 201 46 686 326 is_linear=0 shrinkage=0.1 Tree=814 num_leaves=7 num_cat=0 split_feature=13 4 0 7 0 7 split_gain=0.0563018 0.072485 0.101716 0.0719629 0.104502 0.0912019 threshold=49199.500000000007 1470.5000000000002 10.028799000000001 79.627473653027394 0.010380000000000002 79.000560087679474 decision_type=10 10 10 10 10 10 left_child=3 -2 -3 5 -5 -1 right_child=1 2 -4 4 -6 -7 leaf_value=-0.0015233652010374682 0.076180928238454987 -0.064629025394098205 0.062873550937817754 0.076718491504865927 -0.076661984613626985 0.056025920955890096 leaf_weight=13.3075726006932 0.2169878054410227 0.12897641494055279 0.12151800002902746 0.053988903760910811 0.25063581422364223 0.28119339433033097 leaf_count=1017 9 53 10 1 99 24 internal_value=-0.000261508 0.0338729 -0.00277592 -0.00141006 -0.0494782 -0.000332493 internal_weight=14.3609 0.467482 0.250494 13.8934 0.304625 13.5888 internal_count=1213 72 63 1141 100 1041 is_linear=0 shrinkage=0.1 Tree=815 num_leaves=7 num_cat=0 split_feature=21 21 19 20 19 19 split_gain=0.0578627 0.270581 0.184192 0.354435 0.168433 0.220624 threshold=0.88726092775000021 0.80522880530000018 0.26668451185000003 0.79454162265000006 0.60557055170000018 0.68175770400000013 decision_type=10 10 8 10 8 8 left_child=1 2 -1 4 -4 -6 right_child=-2 -3 3 -5 5 -7 leaf_value=-0.047083358098014685 -0.031427909504801142 0.062257074936265921 0.026430131847620837 -0.087747518516206574 -0.07973520100446807 0.00041623319975859905 leaf_weight=0.8517674431505069 0.58478276152163644 0.68661391362547775 2.5256926603615284 0.44733528140932222 0.35005112178623676 18.140752856649236 leaf_count=31 10 6 18 6 9 1133 internal_value=-0.000364386 0.000425338 -0.00147712 0.000332709 0.00220749 -0.00110112 internal_weight=23.587 23.0022 22.3156 21.4638 21.0165 18.4908 internal_count=1213 1203 1197 1166 1160 1142 is_linear=0 shrinkage=0.1 Tree=816 num_leaves=2 num_cat=0 split_feature=0 split_gain=7.14654e-05 threshold=0.03899650000000001 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.042373062382859955 0.0046061602987817907 leaf_weight=0.0010008391218931934 0.0010033271392320131 leaf_count=350 863 internal_value=0.0234662 internal_weight=0.00200417 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=817 num_leaves=7 num_cat=0 split_feature=20 20 20 20 19 20 split_gain=0.0487587 0.147719 0.139807 0.259118 0.129281 0.39783 threshold=0.84483228280000011 0.76348215705000011 0.67806301170000005 0.65821364045000019 0.43081104100000006 0.44432163585000006 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.025674321514548428 0.02278242175381557 -0.061790956501044741 0.046401454773297844 -0.080296954656718891 0.0020724403921096317 -0.055628764179355798 leaf_weight=1.8995821566932134 0.94269378110766311 0.38565351907163758 0.64808744564652343 0.40175901353359122 18.619185288327593 1.2768296673893917 leaf_count=38 10 6 6 3 1138 12 internal_value=0.000487648 -0.000417051 0.000619001 -0.000717691 0.000749196 -0.00163054 internal_weight=24.1738 23.2311 22.8454 22.1974 21.7956 19.896 internal_count=1213 1203 1197 1191 1188 1150 is_linear=0 shrinkage=0.1 Tree=818 num_leaves=7 num_cat=0 split_feature=19 19 21 21 21 19 split_gain=0.166316 0.324197 0.226154 0.126746 0.215771 0.181499 threshold=0.98495817490000015 0.95679870430000014 0.11311668870000001 0.15137254730000002 0.17101914640000002 0.89730301130000012 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=-0.09071394453229753 0.083784932462815223 -0.1151143250749017 0.065183291483632277 -0.080498023750799882 0.00020541894157685028 0.05965405487375039 leaf_weight=0.26739648339643907 0.23140014708042222 0.24754566326737482 0.31171600520610809 0.3195805549621582 12.302385709168437 0.53593290597200471 leaf_count=22 1 3 3 2 1180 2 internal_value=-0.000300649 -0.001692 0.00035191 0.00215973 0.00066668 0.00268709 internal_weight=14.216 13.9846 13.737 13.4696 13.1579 12.8383 internal_count=1213 1212 1209 1187 1184 1182 is_linear=0 shrinkage=0.1 Tree=819 num_leaves=7 num_cat=0 split_feature=7 6 7 9 6 5 split_gain=0.0544873 0.210739 0.129786 0.0858673 0.264091 0.234037 threshold=76.312063781707536 97.504095962620923 75.146577862281433 6.0449806140825677 81.715793397816114 154.00000000000003 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=0.0016013178135782218 0.033901734654844771 -0.040356706413613296 0.04976746283264652 -0.024812463209959442 0.047655226059553919 -0.043273700995715765 leaf_weight=17.256562211085122 0.55593077838421034 1.2226769519146294 0.53362024328109114 1.3250550323489232 1.1655859813617997 1.2461076660884121 leaf_count=325 7 314 121 275 67 104 internal_value=-0.000324444 -0.0171461 0.0010654 -0.000172534 0.00148746 -0.0014209 internal_weight=23.3055 1.77861 21.5269 20.9933 19.6683 18.5027 internal_count=1213 321 892 771 496 429 is_linear=0 shrinkage=0.1 Tree=820 num_leaves=2 num_cat=0 split_feature=6 split_gain=7.20481e-05 threshold=121.87877598320594 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0039430767517696077 0.041786869648025582 leaf_weight=0.0010098888809411122 0.0010024404788051555 leaf_count=940 273 internal_value=0.0227949 internal_weight=0.00201233 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=821 num_leaves=7 num_cat=0 split_feature=4 4 5 6 0 0 split_gain=0.0534005 0.374036 0.359923 0.38606 0.348954 0.229629 threshold=207.50000000000003 164.50000000000003 161.00000000000003 77.948951086791098 0.066242500000000024 0.034740000000000007 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=-0.0012565095722215569 -0.056362773233231328 0.049068464098960506 0.072745186558961977 -0.0059348204781403914 -0.035506716657725944 0.032602795566808888 leaf_weight=10.162844959180807 1.2140961645927735 1.6318197194486845 0.70700661608316284 5.2880626701044093 2.494249335024505 2.4946078490465871 leaf_count=163 39 57 52 808 40 54 internal_value=0.00048713 0.00357909 -0.00671121 0.00334402 -0.00132006 0.00541669 internal_weight=23.9927 16.7835 7.20917 5.99507 15.1517 12.6575 internal_count=1213 314 899 860 257 217 is_linear=0 shrinkage=0.1 Tree=822 num_leaves=7 num_cat=0 split_feature=19 20 21 20 21 19 split_gain=0.0584486 0.100444 0.168918 0.126887 0.343444 0.603861 threshold=0.76768386320000015 0.89041469205000012 0.9123116092500001 0.44432163585000006 0.21861127385000004 0.54914982370000009 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=0.021605419461556107 -0.015767020227113186 0.046217149642063804 -0.092763231023805737 0.070556800460140165 -0.083729026236524839 0.00093186612951139342 leaf_weight=2.5698220477994482 2.0759342573583135 0.50143406167626459 0.1909963823854931 0.58189429622143507 0.95395295042544603 7.2113310051736264 leaf_count=41 16 6 4 6 15 1125 internal_value=-0.000273245 0.00240499 0.000495976 0.00206991 -0.00366941 -0.0089591 internal_weight=14.0854 12.0094 11.508 11.317 8.74718 8.16528 internal_count=1213 1197 1191 1187 1146 1140 is_linear=0 shrinkage=0.1 Tree=823 num_leaves=7 num_cat=0 split_feature=21 21 20 20 21 4 split_gain=0.0643685 0.0803103 0.0832555 0.0900987 0.0640292 0.073336 threshold=0.21861127385000004 0.32197624670000008 0.26125607545000001 0.31581084365000006 0.37052061300000005 207.50000000000003 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.019437039483386553 0.030438201325020377 -0.036767851944687006 0.047207371589713422 0.038764014314468416 -0.005400087265943149 0.0075765534792152523 leaf_weight=1.6400060997791635 0.89517881348729134 0.60299730394035578 0.41231758147478104 0.41644553514197469 12.477554560173322 6.6900916662784757 leaf_count=35 9 12 4 5 266 882 internal_value=-0.000340817 0.0011162 -0.000158035 0.000945944 -2.80302e-05 -0.000870845 internal_weight=23.1346 21.4946 20.5994 19.9964 19.5841 19.1676 internal_count=1213 1178 1169 1157 1153 1148 is_linear=0 shrinkage=0.1 Tree=824 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=825 num_leaves=7 num_cat=0 split_feature=0 0 0 0 6 0 split_gain=0.0577536 0.760043 0.441266 0.297369 0.334802 0.301573 threshold=0.06754300000000002 0.066242500000000024 0.10875250000000002 0.044599000000000007 82.275999950862271 0.041996000000000006 decision_type=8 10 8 10 8 8 left_child=1 3 -2 5 -5 -1 right_child=2 -3 -4 4 -6 -7 leaf_value=0.0015045437609686038 0.073331644554559192 -0.11415328425821369 -2.7086988529601898e-06 0.081764168015302521 -0.012580413263742572 -0.06132736515079662 leaf_weight=5.3162934833944764 0.86936541794420641 0.60494759026914824 14.601435636799579 0.88328449742402848 0.65512749571644247 0.89207154512405384 leaf_count=281 61 4 807 34 21 5 internal_value=0.000500582 -0.00620079 0.00411824 0.00222924 0.0415879 -0.00752369 internal_weight=23.8225 8.35172 15.4708 7.74678 1.53841 6.20837 internal_count=1213 345 868 341 55 286 is_linear=0 shrinkage=0.1 Tree=826 num_leaves=7 num_cat=0 split_feature=5 2 3 2 9 8 split_gain=0.0560885 0.120314 0.197098 0.134604 0.281112 0.121863 threshold=44725.000000000007 12.500000000000002 6.5000000000000009 3.5000000000000004 6.8559734878150733 6.772835322586209 decision_type=10 10 10 10 8 8 left_child=1 2 3 -1 -5 -3 right_child=-2 5 -4 4 -6 -7 leaf_value=7.0575006530774285e-07 0.036502255701002038 -0.063193691017736323 0.033935821792017415 -0.078911238706990253 0.041036136807747169 0.003295547789856708 leaf_weight=9.8703309636530285 0.40450634082455472 0.60333726646713493 1.6307013410304865 0.60946916698165488 0.28758316815947182 0.50755050111634159 leaf_count=355 49 198 235 217 38 121 internal_value=-0.000189425 -0.0012881 0.00153681 -0.00336996 -0.0404577 -0.0328156 internal_weight=13.9135 13.509 12.3981 10.7674 0.897052 1.11089 internal_count=1213 1164 845 610 255 319 is_linear=0 shrinkage=0.1 Tree=827 num_leaves=7 num_cat=0 split_feature=19 19 19 19 7 0 split_gain=0.0613813 0.103251 0.207689 0.202984 0.0609654 0.220599 threshold=0.095406877800000012 0.49158705255000007 0.60557055170000018 0.68175770400000013 76.312063781707536 31.825229500000003 decision_type=8 8 8 8 10 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=0.03752776664167045 -0.019336362980716823 0.042966251136704534 -0.079311868117204476 0.0021518298508210422 -0.036640052460370193 0.047921147025870123 leaf_weight=0.418736822342336 2.7316939858719707 1.1334302630275486 0.32621400011703372 16.54169534686573 1.3584955088999766 0.3991489023901521 leaf_count=23 33 9 9 819 310 10 internal_value=-0.000407384 -0.00111367 0.00140563 -0.00112348 0.000270351 -0.0174368 internal_weight=22.9094 22.4907 19.759 18.6256 18.2993 1.75764 internal_count=1213 1190 1157 1148 1139 320 is_linear=0 shrinkage=0.1 Tree=828 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=829 num_leaves=7 num_cat=0 split_feature=0 0 4 4 4 0 split_gain=0.050551 0.670857 0.42835 0.362016 0.559654 0.258392 threshold=0.06754300000000002 0.066242500000000024 115.00000000000001 164.50000000000003 343.00000000000006 0.044599000000000007 decision_type=8 10 8 8 8 10 left_child=1 5 -2 -4 -5 -1 right_child=2 -3 3 4 -6 -7 leaf_value=-0.0068489910326261175 0.090871973524598582 -0.10886906782317288 -0.049013719228133266 0.060706312316541861 -0.0019137886590242009 0.039761520616019959 leaf_weight=6.1998281272644835 0.54631921648978909 0.5865151910111307 1.3326708960812528 1.6224421486258496 11.861452312292386 1.4716762793541418 leaf_count=286 11 4 28 74 755 55 internal_value=0.000521499 -0.00578829 0.0039132 0.000706845 0.00562094 0.00209262 internal_weight=23.6209 8.25802 15.3629 14.8166 13.4839 7.6715 internal_count=1213 345 868 857 829 341 is_linear=0 shrinkage=0.1 Tree=830 num_leaves=7 num_cat=0 split_feature=0 4 3 3 5 8 split_gain=0.0581439 0.0789244 0.138402 0.148583 0.143912 0.17036 threshold=60.179807500000003 56582.000000000007 54.500000000000007 15.500000000000002 3085.5000000000005 5.2436569921791092 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=0.0011805369088013461 0.047368502709726354 -0.05699416427714802 0.075871441278625662 -0.05141145259883495 0.036947654175721344 -0.043906167021957349 leaf_weight=10.544720963765418 0.25141528702806759 0.24857461464125741 0.23541215281807204 0.57020474239169594 1.0114531706253451 0.91040804660224317 leaf_count=437 14 34 43 100 191 394 internal_value=-0.000280667 -0.00116669 -0.0001211 -0.00149334 0.00078985 -0.00240277 internal_weight=13.7722 13.5208 13.2722 13.0368 12.4666 11.4551 internal_count=1213 1199 1165 1122 1022 831 is_linear=0 shrinkage=0.1 Tree=831 num_leaves=7 num_cat=0 split_feature=0 7 0 0 7 4 split_gain=0.0591192 0.221061 0.128777 0.109334 0.0772015 0.233779 threshold=23.872839500000005 81.226848822243241 14.857993000000002 45.141901000000011 76.312063781707536 267.00000000000006 decision_type=10 10 10 10 10 8 left_child=2 3 4 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.00082044252300919607 -0.07651211118604237 0.048142654678821534 0.044408353020066536 0.0067165067793007478 0.078175670447763718 -0.046937347122145069 leaf_weight=19.855875806273993 0.53994867565052007 0.30840631574392319 0.65549346304032852 0.22303469968028367 0.17852948606014396 0.91370220425259518 leaf_count=772 94 7 24 22 2 292 internal_value=-0.000374739 -0.0233035 0.000762368 -0.0521828 -0.000603371 -0.0264871 internal_weight=22.675 1.07139 21.6036 0.762983 20.9481 1.09223 internal_count=1213 123 1090 116 1066 294 is_linear=0 shrinkage=0.1 Tree=832 num_leaves=2 num_cat=0 split_feature=0 split_gain=5.91983e-05 threshold=0.044599000000000007 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.039678478822502999 0.005344368640817194 leaf_weight=0.0010006434992146929 0.0010080952668891641 leaf_count=365 848 internal_value=0.0224477 internal_weight=0.00200874 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=833 num_leaves=7 num_cat=0 split_feature=4 5 6 4 0 4 split_gain=0.0528734 0.33822 0.329339 0.28418 0.311773 0.229863 threshold=207.50000000000003 161.00000000000003 77.948951086791098 164.50000000000003 0.041996000000000006 149.00000000000003 decision_type=10 10 10 10 10 8 left_child=3 -2 -3 4 5 -1 right_child=1 2 -4 -5 -6 -7 leaf_value=0.03888518393719291 -0.05580693056357551 0.068958815376188864 -0.0055255322767064075 0.044046708124864553 -0.026022647988127947 0.001030973152173064 leaf_weight=1.9414076465182049 1.1716680417302985 0.67137631739024062 5.1259923595771397 1.570331280119716 3.6593931464012703 9.2337310742586851 leaf_count=81 39 52 808 57 70 106 internal_value=0.000493663 -0.00680348 0.00310028 0.0035936 -0.000688621 0.00760722 internal_weight=23.3739 6.96904 5.79737 16.4049 14.8345 11.1751 internal_count=1213 899 860 314 257 187 is_linear=0 shrinkage=0.1 Tree=834 num_leaves=7 num_cat=0 split_feature=0 0 19 19 9 0 split_gain=0.0628253 0.176632 0.164648 0.274485 0.140863 0.318944 threshold=19.409948500000002 30.053426000000005 0.98495817490000015 0.95679870430000014 5.8354399440149409 0.0012590000000000001 decision_type=10 8 10 10 8 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.026848524525846615 0.055912158586600064 -0.0094045701306487671 0.083181949896806884 -0.11184124553320612 0.0020548100826513443 -0.067964991102177658 leaf_weight=0.58248257728347919 0.70815523003693726 0.99678580753970902 0.21865302324295122 0.23305201530456621 9.9978760293122235 0.90764004341852456 leaf_count=81 31 100 1 3 732 265 internal_value=-0.000231733 0.017725 -0.00279589 -0.00439978 -0.00222016 -0.0309028 internal_weight=13.6446 1.70494 11.9397 11.7211 11.488 1.49012 internal_count=1213 131 1082 1081 1078 346 is_linear=0 shrinkage=0.1 Tree=835 num_leaves=7 num_cat=0 split_feature=4 2 4 0 4 4 split_gain=0.0582314 0.444334 0.39775 0.389194 0.315341 0.797614 threshold=207.50000000000003 2.5000000000000004 164.50000000000003 0.041996000000000006 149.00000000000003 109.00000000000001 decision_type=10 10 10 10 8 10 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.022225856729498571 0.063486689540917046 -0.0047090273908137175 -0.055736957263380897 0.029575857511946153 -0.00017315220533599973 -0.10359184073969854 leaf_weight=0.95888407900929573 1.1670277044177044 5.269289034954614 1.3409720873460163 3.6273548633325836 9.0015647360123694 1.0617952207103369 leaf_count=16 19 880 57 70 106 65 internal_value=-0.000375532 0.00765616 -0.00360835 0.00116332 -0.00818708 -0.0438869 internal_weight=22.4269 6.43632 15.9906 14.6496 11.0222 2.02068 internal_count=1213 899 314 257 187 81 is_linear=0 shrinkage=0.1 Tree=836 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=837 num_leaves=7 num_cat=0 split_feature=0 4 0 4 0 5 split_gain=0.0743243 0.670933 0.848022 0.534785 0.476714 0.315542 threshold=0.034740000000000007 149.00000000000003 0.030394000000000001 109.00000000000001 0.037647000000000007 63.000000000000007 decision_type=8 10 10 10 8 8 left_child=1 3 5 -1 -2 -3 right_child=4 2 -4 -5 -6 -7 leaf_value=-0.020411603952036155 0.085127600322768435 -0.077206799345561003 -0.14905890240185535 0.090092487350386261 -2.1824134935008035e-05 0.030825936801101572 leaf_weight=0.9334800001233845 0.68115676939487713 0.40944820689037409 0.62969830504152913 0.8250038018450141 18.92999171075644 0.7959078691656033 leaf_count=16 19 7 4 58 950 159 internal_value=0.000513052 -0.0127081 -0.0550064 0.0314321 0.00293568 -0.00587178 internal_weight=23.2047 3.59354 1.83505 1.75848 19.6111 1.20536 internal_count=1213 244 170 74 969 166 is_linear=0 shrinkage=0.1 Tree=838 num_leaves=7 num_cat=0 split_feature=0 0 0 0 7 6 split_gain=0.0565107 0.158431 0.127423 0.0991866 0.0894511 0.0882536 threshold=19.409948500000002 30.053426000000005 10.319922000000002 60.179807500000003 74.604207371536532 111.9248455593452 decision_type=10 8 10 10 10 10 left_child=2 -2 5 4 -3 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=-0.0040227628567069363 0.053691547101124476 -0.0005162005655113131 -0.062374540975601439 0.046630972042910369 -0.072423971146617708 0.023320840158359835 leaf_weight=10.148875312504623 0.69107367622200455 0.47308428678661596 0.34670730456127863 0.24407277128193527 0.27272319654002786 1.3357319447345766 leaf_count=721 31 55 26 14 31 335 internal_value=-0.000208076 0.0169489 -0.00264568 -0.00870262 -0.0268111 -0.00084253 internal_weight=13.5123 1.68095 11.8313 0.98988 0.745807 11.4846 internal_count=1213 131 1082 100 86 1056 is_linear=0 shrinkage=0.1 Tree=839 num_leaves=7 num_cat=0 split_feature=4 3 0 0 0 0 split_gain=0.056938 0.154115 0.276717 0.270484 0.459293 0.305134 threshold=109.00000000000001 1.0000000180025095e-35 0.030394000000000001 0.034740000000000007 0.037647000000000007 0.03899650000000001 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=0.023406813204435002 0.042439603447299995 -0.052781500743868628 0.050941818485697676 -0.085246280523974108 0.068272612965752558 -0.0026035643237610311 leaf_weight=0.96033729799092427 0.7698343363590564 1.0644244019894191 0.97405921575409493 0.65684294959646905 0.62968911789357918 17.177075611316312 leaf_count=16 58 177 7 19 8 928 internal_value=-0.000410943 -0.00148621 -0.00313559 -0.000416931 -0.00312639 -9.72159e-05 internal_weight=22.2323 21.2719 20.5021 19.4377 18.4636 17.8068 internal_count=1213 1197 1139 962 955 936 is_linear=0 shrinkage=0.1 Tree=840 num_leaves=2 num_cat=0 split_feature=9 split_gain=8.20825e-05 threshold=7.9267071709704311 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0021245388068726711 0.042514227324934567 leaf_weight=0.0010109338791313149 0.0010017628096541387 leaf_count=959 254 internal_value=0.0222274 internal_weight=0.0020127 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=841 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 4 split_gain=0.054133 0.302962 0.250582 0.334068 0.621695 0.895385 threshold=0.044599000000000007 0.053166000000000012 0.041996000000000006 156.00000000000003 0.034740000000000007 149.00000000000003 decision_type=8 8 8 10 8 8 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.030947623985781963 0.069824709497420062 0.00079635638407553496 -0.057075695991153946 -0.03729175601531478 0.085485307003467792 -0.099901443168639456 leaf_weight=1.7402803311124477 0.66143939727044454 16.414719076903566 0.87357240915298451 1.5734844913768027 0.98517401702702034 0.74762395583093155 leaf_count=74 24 903 5 175 24 8 internal_value=0.000613393 0.00347015 -0.00762669 0.000933057 0.0182509 -0.00837298 internal_weight=22.9963 17.0762 5.92014 5.04656 3.47308 2.4879 internal_count=1213 927 286 281 106 82 is_linear=0 shrinkage=0.1 Tree=842 num_leaves=7 num_cat=0 split_feature=5 5 0 9 0 6 split_gain=0.052258 0.0871844 0.0517246 0.177305 0.342447 0.147725 threshold=59.000000000000007 63.000000000000007 19.409948500000002 5.8354399440149409 0.0012590000000000001 88.087016270888299 decision_type=8 8 10 8 10 8 left_child=-1 -2 3 4 -3 -4 right_child=1 2 5 -5 -6 -7 leaf_value=-0.07546637729886585 0.077358894976095341 0.036096060784472313 0.04747060975301641 0.0011590412232094997 -0.079104567917493276 -0.012655651164853241 leaf_weight=0.091802250550243936 0.14500552415847678 0.38978777659417285 0.78134075179696139 10.412990973218001 0.76341485766704409 0.85662434762343775 leaf_count=118 2 17 36 736 209 95 internal_value=-0.000276144 0.000240939 -0.000605955 -0.00296128 -0.0401662 0.0160257 internal_weight=13.441 13.3492 13.2042 11.5662 1.1532 1.63797 internal_count=1213 1095 1093 962 226 131 is_linear=0 shrinkage=0.1 Tree=843 num_leaves=7 num_cat=0 split_feature=19 19 19 21 21 20 split_gain=0.0538991 0.0866342 0.1821 0.224084 0.290247 0.129929 threshold=0.095406877800000012 0.49158705255000007 0.60557055170000018 0.80522880530000018 0.5401222668500002 0.44432163585000006 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=0.035322402064912516 -0.017801522444964614 0.040394229130579926 -0.047269848504973663 0.083805912792220355 -0.087752680987785714 0.00089513428435378088 leaf_weight=0.41273573100808525 2.7320077931508422 1.1181028541177509 0.57978955982252955 0.30467934906482597 0.39220218360423942 16.467654746040598 leaf_count=23 33 9 9 2 6 1131 internal_value=-0.000474338 -0.00115852 0.00125203 -0.0012144 -0.00269974 -0.000742974 internal_weight=22.0072 21.5944 18.8624 17.7443 17.4396 17.0474 internal_count=1213 1190 1157 1148 1146 1140 is_linear=0 shrinkage=0.1 Tree=844 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=845 num_leaves=7 num_cat=0 split_feature=20 20 20 20 19 20 split_gain=0.0504618 0.141315 0.116014 0.236116 0.100259 0.331185 threshold=0.84483228280000011 0.76348215705000011 0.67806301170000005 0.65821364045000019 0.43081104100000006 0.44432163585000006 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.022654753718450965 0.023423224467841813 -0.061099115297955947 0.042244272201886195 -0.079873752534251968 0.0020862506045680315 -0.052368287584215627 leaf_weight=1.9094842386366506 0.93013883382081886 0.37643998861312766 0.65195024386048217 0.36901917308568855 17.412780960057738 1.1934179980307806 leaf_count=38 10 6 6 3 1138 12 internal_value=0.000610333 -0.000357999 0.000703697 -0.00059306 0.000832976 -0.00140651 internal_weight=22.8432 21.9131 21.5367 20.8847 20.5157 18.6062 internal_count=1213 1203 1197 1191 1188 1150 is_linear=0 shrinkage=0.1 Tree=846 num_leaves=7 num_cat=0 split_feature=19 20 21 21 20 21 split_gain=0.0556767 0.0865392 0.154039 0.153149 0.189816 0.315351 threshold=0.76768386320000015 0.89041469205000012 0.9123116092500001 0.11311668870000001 0.44432163585000006 0.21861127385000004 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=-0.088387530055306432 -0.015635885712316736 0.043503012911264849 -0.091561028872863187 0.028693515248982778 0.070651663111106919 -0.0088821611577370087 leaf_weight=0.18414424438107346 2.0368770882487306 0.48833496682345945 0.17887654621154148 2.3403923306614161 0.53370659798383713 7.5637375878622972 leaf_count=21 16 6 4 21 5 1140 internal_value=-0.000418691 0.0023269 0.000465225 0.00201497 0.00360985 -0.00364005 internal_weight=13.3261 11.2892 10.8009 10.622 10.4378 8.09744 internal_count=1213 1197 1191 1187 1166 1145 is_linear=0 shrinkage=0.1 Tree=847 num_leaves=7 num_cat=0 split_feature=21 19 19 19 19 19 split_gain=0.0528794 0.0920993 0.132178 0.0886978 0.251407 0.187297 threshold=0.21861127385000004 0.73806720815000004 0.58052914010000012 0.49158705255000007 0.38321934000000007 0.33176430915000005 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=-0.017913002278977158 5.3085002063006942e-05 0.029336447217719393 -0.040159101500892649 0.033386309371677934 -0.071459879853797675 0.070302081741868777 leaf_weight=1.5953034723441426 16.62479962927684 1.0852733440697182 0.80929107777774234 0.81493479106575151 0.48363408539444108 0.38840107992291351 leaf_count=35 1136 11 12 6 10 3 internal_value=-0.000385469 0.000998342 -0.000610073 0.0011378 -0.000364209 0.00165683 internal_weight=21.8016 20.2063 19.1211 18.3118 17.4968 17.0132 internal_count=1213 1178 1167 1155 1149 1139 is_linear=0 shrinkage=0.1 Tree=848 num_leaves=2 num_cat=0 split_feature=9 split_gain=7.9145e-05 threshold=7.9267071709704311 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0015851461367680578 0.041229987290791019 leaf_weight=0.0010004858952257223 0.001013836949545599 leaf_count=959 254 internal_value=0.021539 internal_weight=0.00201432 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=849 num_leaves=7 num_cat=0 split_feature=20 20 21 19 20 7 split_gain=0.0530977 0.178449 0.0933448 0.0700502 0.213227 0.445297 threshold=0.34051073370000001 0.31027308865000008 0.5401222668500002 0.54914982370000009 0.26125607545000001 83.814145346247159 decision_type=10 10 10 10 8 8 left_child=1 3 -2 4 -1 -6 right_child=2 -3 -4 -5 5 -7 leaf_value=-0.04853816690990357 0.024416885746885515 -0.058299506264245932 -0.0038856328394301846 0.0266467809646194 -0.0017049165555387718 0.10179896992148213 leaf_weight=0.91530879894344253 2.3020322220399967 0.54373774584382673 2.3599077165126801 0.92542235925793548 15.248845449728842 0.42730560339987356 leaf_count=27 29 6 20 12 1108 11 internal_value=0.000575307 -0.00188068 0.0100899 -0.000129396 -0.00162289 0.00111643 internal_weight=22.7226 18.0606 4.66194 17.5169 16.5915 15.6762 internal_count=1213 1164 49 1158 1146 1119 is_linear=0 shrinkage=0.1 Tree=850 num_leaves=7 num_cat=0 split_feature=8 6 10 4 11 6 split_gain=0.0525871 0.121941 0.0908429 0.0989881 0.0915865 0.0714895 threshold=6.1345690268242814 119.58415637860081 35.000000000000007 6673.0000000000009 15.500000000000002 111.9248455593452 decision_type=10 10 10 10 10 10 left_child=1 5 3 4 -2 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=-0.0025953719012266779 -0.05738996002798076 -0.062073830142523947 -0.075245786335635279 0.03830866439111829 0.039156549481259725 0.038469114895547545 leaf_weight=10.792128657330176 0.24846909229202729 0.33651667775120664 0.1011102550473878 1.0998325355157161 0.16252593440003693 0.44127976750314779 leaf_count=659 150 56 118 175 21 34 internal_value=-0.000401575 -0.00275912 0.0165201 0.0226614 -0.0192111 -0.000982244 internal_weight=13.1819 11.5699 1.61194 1.51083 0.410995 11.2334 internal_count=1213 749 464 346 171 693 is_linear=0 shrinkage=0.1 Tree=851 num_leaves=7 num_cat=0 split_feature=4 3 5 4 0 7 split_gain=0.0515995 0.13242 0.492455 0.154657 0.116025 0.264339 threshold=109.00000000000001 1.0000000180025095e-35 63.000000000000007 168.50000000000003 0.030394000000000001 69.792058971722028 decision_type=8 8 8 10 8 10 left_child=-1 3 -3 -2 5 -4 right_child=1 2 4 -5 -6 -7 leaf_value=0.022345501326954332 -0.022164950564189177 -0.083484028357313111 -0.079220760727065229 0.076372820695724056 0.0017816641049695808 0.039607001720276563 leaf_weight=0.95661487244069654 0.24667544150725085 0.73068160330876697 0.52399209703810257 0.44957588147372007 18.470736201549055 0.29127306617393844 leaf_count=16 40 46 83 18 921 89 internal_value=-0.000360982 -0.00140967 -0.00290089 0.0414618 0.000152134 -0.0367667 internal_weight=21.6695 20.7129 20.0167 0.696251 19.286 0.815265 internal_count=1213 1197 1139 58 1093 172 is_linear=0 shrinkage=0.1 Tree=852 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=853 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 4 split_gain=0.050405 0.466406 0.410572 0.161879 0.18396 0.0905849 threshold=3.9500000000000005e-05 163.00000000000003 109.00000000000001 59.000000000000007 0.34630600000000006 164.50000000000003 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=0.078661560541239392 -0.085720220370413408 -0.076926314734913542 0.086793553318618613 -0.010794687100367038 -0.012462022636591161 0.00419391688934115 leaf_weight=0.55298901675269263 0.54959398508072155 0.29569340497255325 0.46196529967710631 5.536788938567045 0.31341345887631178 14.837149127130031 leaf_count=55 2 5 34 90 22 1005 internal_value=0.000545015 0.0244525 -0.000390048 0.00182737 0.0466738 0.000120638 internal_weight=22.5476 0.848682 21.6989 21.1493 0.775379 20.3739 internal_count=1213 60 1153 1151 56 1095 is_linear=0 shrinkage=0.1 Tree=854 num_leaves=7 num_cat=0 split_feature=5 2 3 2 6 4 split_gain=0.0524785 0.09711 0.151684 0.109482 0.109482 0.0985627 threshold=44725.000000000007 12.500000000000002 6.5000000000000009 6.5000000000000009 122.669477849025 343.00000000000006 decision_type=10 10 10 8 8 10 left_child=1 2 5 -4 -3 -1 right_child=-2 4 3 -5 -6 -7 leaf_value=-0.00047244314476036853 0.037604194331770237 -0.069181277698901283 0.076554594120389563 0.014884073363615746 -0.0030321735728993768 -0.037751340836463337 leaf_weight=9.3978906949723715 0.35307240911522875 0.43333215844086104 0.38682455061615306 1.1252454755138217 0.59205329038181287 0.76712122800390226 leaf_count=354 49 211 21 214 108 256 internal_value=-0.000423963 -0.00148098 0.00111 0.0306609 -0.0309871 -0.00328576 internal_weight=13.0555 12.7025 11.6771 1.51207 1.02539 10.165 internal_count=1213 1164 845 235 319 610 is_linear=0 shrinkage=0.1 Tree=855 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.0532477 0.222495 0.251397 0.16019 0.192102 0.130169 threshold=0.88726092775000021 0.80522880530000018 0.71349892620000011 0.26668451185000003 0.60557055170000018 0.44432163585000006 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=-0.043605974051081686 -0.030887768319237587 0.059684294524956993 -0.087111815954257654 0.029490029260614753 -0.046757590637152319 3.7508426656516521e-05 leaf_weight=0.80341755526748604 0.55500567983835836 0.61638679355382819 0.33576416410505672 2.2406838443130255 0.61687840614467859 16.33955162044824 leaf_count=30 10 6 6 17 11 1133 internal_value=-0.000315708 0.000494101 -0.00129994 0.000140654 0.00197149 -0.00166491 internal_weight=21.5077 20.9527 20.3363 20.0005 19.1971 16.9564 internal_count=1213 1203 1197 1191 1161 1144 is_linear=0 shrinkage=0.1 Tree=856 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=857 num_leaves=7 num_cat=0 split_feature=15 14 16 11 3 3 split_gain=0.048925 0.0835513 0.0792396 0.0581903 0.104774 0.0717097 threshold=4.5000000000000009 3.5000000000000004 2.0000000000000004 6.5000000000000009 8.5000000000000018 37.000000000000007 decision_type=10 10 10 10 10 10 left_child=3 2 -2 -1 -5 -6 right_child=1 -3 -4 4 5 -7 leaf_value=0.00021823446038153382 -0.075841256639460605 0.075235064178281866 0.073439000338907309 -0.033834649524208137 0.070863976672050827 -0.05145684101299608 leaf_weight=21.375403007030407 0.26954246458626485 0.057341825391631573 0.040961687098388211 0.17956023038277535 0.40285973477148218 0.054398168533225544 leaf_count=800 92 10 88 45 166 12 internal_value=0.000501269 -0.0356675 -0.0561482 0.00110568 0.0308938 0.056312 internal_weight=22.3801 0.367846 0.310504 22.0122 0.636818 0.457258 internal_count=1213 190 180 1023 223 178 is_linear=0 shrinkage=0.1 Tree=858 num_leaves=7 num_cat=0 split_feature=19 20 10 10 10 2 split_gain=0.0524036 0.0851554 0.105655 0.178612 0.101282 0.113997 threshold=0.76768386320000015 0.89041469205000012 35.000000000000007 30.500000000000004 13.500000000000002 6.5000000000000009 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=0.0016542183064132427 -0.01512138591224583 0.043340529048042559 -0.075181475203170756 0.068500475272854369 0.046052305584116535 -0.067906526902926687 leaf_weight=9.3688965756765352 2.011405562981964 0.48642437160015184 0.18108726988066415 0.38718309059363143 0.11161030805669803 0.41112157051111353 leaf_count=768 16 6 141 73 11 198 internal_value=-0.00028595 0.00244009 0.000538064 0.00187205 -0.000735948 -0.0435748 internal_weight=12.9577 10.9463 10.4599 10.2788 9.89163 0.522732 internal_count=1213 1197 1191 1050 977 209 is_linear=0 shrinkage=0.1 Tree=859 num_leaves=7 num_cat=0 split_feature=8 2 0 6 0 0 split_gain=0.046924 0.178796 0.164926 0.292115 0.246173 0.167167 threshold=5.6744042622234678 6.5000000000000009 0.24661950000000002 84.368340610000701 14.857993000000002 0.066242500000000024 decision_type=10 10 10 10 8 10 left_child=1 2 5 4 -4 -1 right_child=-2 -3 3 -5 -6 -7 leaf_value=-0.0017231705939141796 -0.015018183389811965 0.035182885518864393 -0.072197240280490127 0.026922745913304541 0.0074762269199290026 0.029140457632940122 leaf_weight=13.295583947592712 1.9793754891708619 1.4292907236289796 1.2297363346442571 0.75896328594535578 0.56643164646811794 2.0217832785565397 leaf_count=264 625 160 45 24 40 55 internal_value=-0.00035479 0.00114892 -0.00157282 -0.0250928 -0.0470718 0.00235061 internal_weight=21.2812 19.3018 17.8725 2.55513 1.79617 15.3174 internal_count=1213 588 428 109 85 319 is_linear=0 shrinkage=0.1 Tree=860 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=861 num_leaves=7 num_cat=0 split_feature=20 20 20 20 19 21 split_gain=0.0531069 0.139491 0.0865868 0.210278 0.0952451 0.313844 threshold=0.84483228280000011 0.76348215705000011 0.67806301170000005 0.65821364045000019 0.43081104100000006 0.71349892620000011 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.02210481337598726 0.024157796717549196 -0.061305706514196368 0.036371254849441599 -0.079258817965221426 -0.0042415534695095887 0.06222382778744228 leaf_weight=1.8842519031040863 0.90838386118411918 0.37108806148171325 0.65357565879821677 0.3343304917216291 17.349740450583361 0.74076629430055518 leaf_count=38 10 6 6 3 1141 9 internal_value=0.00047756 -0.000530736 0.000545123 -0.000607814 0.000708619 -0.00151994 internal_weight=22.2421 21.3338 20.9627 20.3091 19.9748 18.0905 internal_count=1213 1203 1197 1191 1188 1150 is_linear=0 shrinkage=0.1 Tree=862 num_leaves=7 num_cat=0 split_feature=0 0 0 0 6 0 split_gain=0.0504089 0.137564 0.107921 0.0877802 0.0862404 0.137258 threshold=19.409948500000002 30.053426000000005 10.319922000000002 60.179807500000003 111.9248455593452 0.004088500000000001 decision_type=10 8 10 10 10 10 left_child=2 -2 4 -3 5 -1 right_child=1 3 -4 -5 -6 -7 leaf_value=0.00063229285097285589 0.052116813725363378 -0.025362570439128426 -0.060708203603854274 0.045976883259101403 0.024297809970281688 -0.034133311743177706 leaf_weight=8.4275074445748519 0.64287786459317486 0.7074133804999293 0.31057047625654455 0.22809203423094004 1.2058296874165968 1.3124915247479396 leaf_count=166 31 86 26 14 335 555 internal_value=-0.000231893 0.0165042 -0.00257864 -0.00796881 -0.000929305 -0.00405247 internal_weight=12.8348 1.57838 11.2564 0.935505 10.9458 9.74 internal_count=1213 131 1082 100 1056 721 is_linear=0 shrinkage=0.1 Tree=863 num_leaves=7 num_cat=0 split_feature=0 7 0 0 7 4 split_gain=0.0517601 0.203008 0.100142 0.0855188 0.0647567 0.19803 threshold=23.872839500000005 81.226848822243241 14.857993000000002 45.141901000000011 76.312063781707536 274.00000000000006 decision_type=10 10 10 10 10 10 left_child=2 3 4 -2 -1 -6 right_child=1 -3 -4 -5 5 -7 leaf_value=0.00082977391391956103 -0.076404414335743312 0.04789352368659236 0.041859665303319173 0.0022357440808580668 0.077911730689010639 -0.044676722821871712 leaf_weight=18.63982504202966 0.47059892256220237 0.28222402185201645 0.57454140082700078 0.19582772220019251 0.15640069916844446 0.83690725188459147 leaf_count=772 94 7 24 22 2 292 internal_value=-0.000363446 -0.0231922 0.000708252 -0.0532962 -0.000495997 -0.0253746 internal_weight=21.1563 0.948651 20.2077 0.666427 19.6331 0.993308 internal_count=1213 123 1090 116 1066 294 is_linear=0 shrinkage=0.1 Tree=864 num_leaves=2 num_cat=0 split_feature=4 split_gain=5.66496e-05 threshold=3294.0000000000005 decision_type=10 left_child=-1 right_child=-2 leaf_value=0.0060538538621077729 0.03958147865410358 leaf_weight=0.0010109823698143394 0.0010048554701742596 leaf_count=767 446 internal_value=0.0227667 internal_weight=0.00201584 internal_count=1213 is_linear=0 shrinkage=0.1 Tree=865 num_leaves=7 num_cat=0 split_feature=0 4 4 5 0 0 split_gain=0.0477494 0.431028 0.374732 0.135269 0.252271 0.0855252 threshold=3.9500000000000005e-05 163.00000000000003 109.00000000000001 59.000000000000007 0.35393850000000004 0.0027310000000000004 decision_type=8 10 8 8 10 8 left_child=1 -1 -2 4 -4 -5 right_child=2 -3 3 5 -6 -7 leaf_value=0.07840199973033013 -0.084808229313791256 -0.076778337683480302 0.085170855371518084 -0.075438141800165628 -0.03812567113005888 0.00066147692441806112 leaf_weight=0.51624862593598919 0.51371175050735729 0.27398654073476791 0.49181185988709586 0.14878392577338928 0.25045172404497862 19.949428736874324 leaf_count=55 2 5 38 27 18 1068 internal_value=0.000459854 0.0245986 -0.000433427 0.00164639 0.0435686 9.81233e-05 internal_weight=22.1444 0.790235 21.3542 20.8405 0.742264 20.0982 internal_count=1213 60 1153 1151 56 1095 is_linear=0 shrinkage=0.1 Tree=866 num_leaves=7 num_cat=0 split_feature=19 20 21 20 20 21 split_gain=0.0479485 0.0781579 0.135339 0.107461 0.301123 0.306013 threshold=0.76768386320000015 0.89041469205000012 0.11311668870000001 0.44432163585000006 0.4919716118500001 0.21861127385000004 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=-0.087152031816816827 -0.014179632726306077 0.042089130754889792 0.020667026734127479 -0.086604881894557367 0.080256882406322033 -0.0041065259339036304 leaf_weight=0.17193971503358796 2.0046295803040275 0.48044431768357831 2.4247682429850101 0.41241731494665146 0.45907798036932945 6.7795700140550199 leaf_count=21 16 6 24 5 4 1137 internal_value=1.65526e-05 0.00266919 0.000821075 0.0023223 -0.0034915 0.00124384 internal_weight=12.7328 10.7282 10.2478 10.0758 7.65107 7.23865 internal_count=1213 1197 1191 1170 1146 1141 is_linear=0 shrinkage=0.1 Tree=867 num_leaves=7 num_cat=0 split_feature=19 19 19 20 20 21 split_gain=0.0476219 0.0645963 0.154358 0.114345 0.212373 0.0755938 threshold=0.095406877800000012 0.49158705255000007 0.60557055170000018 0.44432163585000006 0.46962729790000007 0.80522880530000018 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=0.03406929356068214 -0.015851688898480706 0.038005298684547661 -0.043599557403767336 0.086147238702855206 -0.021449980318927517 0.0010761537436418638 leaf_weight=0.3911719294838647 2.6110790586099029 1.0596603583544491 0.61684274883009493 0.28291729092597961 1.6614802638068793 14.413108146525724 leaf_count=23 33 9 11 1 17 1119 internal_value=-0.00049628 -0.00115121 0.000977219 -0.00133434 0.000259486 -0.00125216 internal_weight=21.0363 20.6451 18.034 16.9743 16.3575 16.0746 internal_count=1213 1190 1157 1148 1137 1136 is_linear=0 shrinkage=0.1 Tree=868 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=869 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 19 split_gain=0.049408 0.128973 0.0704397 0.0932906 0.0888487 0.231824 threshold=0.84483228280000011 0.76348215705000011 0.67806301170000005 0.62523871355000005 0.21861127385000004 0.63319291535000011 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=0.029985076956706366 0.023352988281040064 -0.059973370828016431 0.032716508122991726 -0.042046817203815784 0.0015845283601360061 -0.050314163085531209 leaf_weight=0.97743591188555001 0.90629702433943649 0.35834161192178626 0.65858342871069808 0.52677684649824996 17.628706013225404 0.90486662834882636 leaf_count=27 10 6 6 6 1147 11 internal_value=0.000491103 -0.000492984 0.000536873 -0.000520777 0.000600383 -0.000949327 internal_weight=21.961 21.0547 20.6964 20.0378 19.511 18.5336 internal_count=1213 1203 1197 1191 1185 1158 is_linear=0 shrinkage=0.1 Tree=870 num_leaves=7 num_cat=0 split_feature=21 21 21 21 10 10 split_gain=0.0475331 0.145682 0.116219 0.202776 0.111243 0.134994 threshold=0.57223969770000005 0.9123116092500001 0.58032089740000015 0.64326956145000014 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=-0.0086185195237929776 0.049368233361535063 -0.088584853929079221 -0.086714216913987452 0.0046112538441554001 -0.075169465252281631 0.067686390067060315 leaf_weight=4.3274545815166121 0.57929377257823944 0.16544149257242757 0.24437829479575157 6.77524302657093 0.16546586872573232 0.35719912518106856 leaf_count=65 3 4 3 933 141 64 internal_value=-0.000123851 0.00431204 0.0062044 0.00288915 0.00588962 0.00777011 internal_weight=12.6145 8.28702 8.12158 7.54229 7.29791 7.13244 internal_count=1213 1148 1144 1141 1138 997 is_linear=0 shrinkage=0.1 Tree=871 num_leaves=7 num_cat=0 split_feature=21 21 19 20 19 21 split_gain=0.0453303 0.102159 0.128925 0.239628 0.18661 0.109706 threshold=0.21861127385000004 0.32197624670000008 0.3090768229000001 0.62523871355000005 0.38321934000000007 0.85846023185000009 decision_type=8 8 8 8 8 10 left_child=-1 -2 -3 -4 -5 -6 right_child=1 2 3 4 5 -7 leaf_value=-0.017057494931336275 0.035310071618036315 0.027348792572504495 -0.036285028955585934 0.084993056662006961 -0.0015372364842350735 0.063621584179692645 leaf_weight=1.5224479419597829 0.82429158221930265 1.508184405043721 1.9349448774009941 0.26055911183357239 14.51971881299165 0.26307593286037523 leaf_count=35 9 14 25 1 1127 2 internal_value=-0.00044463 0.000865116 -0.000670746 -0.00315972 0.001101 -0.000377664 internal_weight=20.8332 19.3108 18.4865 16.9783 15.0434 14.7828 internal_count=1213 1178 1169 1155 1130 1129 is_linear=0 shrinkage=0.1 Tree=872 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=873 num_leaves=7 num_cat=0 split_feature=20 20 21 19 20 4 split_gain=0.0479956 0.182857 0.0888073 0.0531081 0.196415 0.321304 threshold=0.34051073370000001 0.31027308865000008 0.5401222668500002 0.54914982370000009 0.26125607545000001 255390.00000000003 decision_type=10 10 10 10 8 8 left_child=1 3 -2 4 -1 -6 right_child=2 -3 -4 -5 5 -7 leaf_value=-0.047229775092291718 0.023866773987104229 -0.05944373577462872 -0.004088612654887149 0.023510763115374686 -0.0007947278048379135 0.10377408562248072 leaf_weight=0.88324356649172842 2.2343591726385048 0.53507770551368494 2.3124373769387603 0.90434813685715276 14.692763432642099 0.2998373247683056 leaf_count=27 29 6 20 12 1111 8 internal_value=0.000505459 -0.00189555 0.00964905 -6.0481e-05 -0.00140319 0.00129655 internal_weight=21.8621 17.3153 4.5468 16.7802 15.8758 14.9926 internal_count=1213 1164 49 1158 1146 1119 is_linear=0 shrinkage=0.1 Tree=874 num_leaves=7 num_cat=0 split_feature=19 19 21 21 21 19 split_gain=0.146099 0.270975 0.182883 0.0721416 0.191965 0.139548 threshold=0.98495817490000015 0.95679870430000014 0.11311668870000001 0.15137254730000002 0.17101914640000002 0.89730301130000012 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=-0.087974695780934808 0.082735367711952335 -0.11115041119610745 0.057358079130152999 -0.079861479370508331 0.00073064483751268368 0.05555307030914626 leaf_weight=0.22957417762926724 0.20895636081695634 0.22167272493243295 0.23197280801832676 0.28608442842960358 10.81759725077335 0.48513077199459154 leaf_count=22 1 3 3 2 1180 2 internal_value=-0.000179067 -0.00159085 0.000424551 0.00214137 0.0010361 0.00308371 internal_weight=12.481 12.272 12.0504 11.8208 11.5888 11.3027 internal_count=1213 1212 1209 1187 1184 1182 is_linear=0 shrinkage=0.1 Tree=875 num_leaves=7 num_cat=0 split_feature=4 4 2 0 4 4 split_gain=0.0464219 0.40618 0.341608 0.265743 0.235216 0.62288 threshold=207.50000000000003 164.50000000000003 2.5000000000000004 0.041996000000000006 149.00000000000003 109.00000000000001 decision_type=10 10 10 10 8 10 left_child=1 3 -2 4 5 -1 right_child=2 -3 -4 -5 -6 -7 leaf_value=0.020491876950886827 0.057712095553140177 -0.059790266905802782 -0.0043163523197038145 0.025007703607570708 5.0261183816547004e-05 -0.10060855176989288 leaf_weight=0.8396609332412488 1.0868732240051029 1.1768088685348619 4.8490002331000488 3.5410338363144538 8.3536509205587208 0.85949185001663864 leaf_count=16 19 57 880 70 106 65 internal_value=-0.000427836 -0.00342942 0.00704121 0.0014497 -0.00684845 -0.040765 internal_weight=20.7065 14.7706 5.93587 13.5938 10.0528 1.69915 internal_count=1213 314 899 257 187 81 is_linear=0 shrinkage=0.1 Tree=876 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=877 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 4 split_gain=0.0502253 0.299381 0.211658 0.269452 0.575836 0.766399 threshold=0.044599000000000007 0.053166000000000012 0.041996000000000006 156.00000000000003 0.034740000000000007 149.00000000000003 decision_type=8 8 8 10 10 8 left_child=2 -2 3 4 5 -1 right_child=1 -3 -4 -5 -6 -7 leaf_value=0.030656820577441537 0.070749950381933241 0.00059126713255825748 -0.053283935976514388 -0.034948566588165079 0.084957893372468882 -0.093094350828724665 leaf_weight=1.5360908310394767 0.63288868789095687 15.60418168583419 0.86041817069053639 1.4523902772561994 0.89621928520500649 0.74227010831236828 leaf_count=74 24 903 5 175 24 8 internal_value=0.000530695 0.00332591 -0.0077403 0.000728868 0.0170515 -0.00966023 internal_weight=21.7245 16.2371 5.48739 4.62697 3.17458 2.27836 internal_count=1213 927 286 281 106 82 is_linear=0 shrinkage=0.1 Tree=878 num_leaves=7 num_cat=0 split_feature=19 20 19 19 19 21 split_gain=0.0550634 0.0762738 0.077431 0.145202 0.14351 0.24018 threshold=0.76768386320000015 0.89041469205000012 0.39953208990000005 0.4731715009000001 0.60557055170000018 0.41913016440000006 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=-0.02004369693391388 -0.015888422451695423 0.041743363509131687 0.050849620813729179 -0.033238969715456312 -0.00068034526651235879 0.058340722849885188 leaf_weight=1.522872025713937 1.9110437314957387 0.47456967271864492 0.62466646358370781 1.0719732642173765 5.953457918069029 0.77979107201099385 leaf_count=42 16 6 6 12 1126 5 internal_value=-0.00028378 0.00257612 0.000708542 0.00445746 0.000744614 0.006155 internal_weight=12.3384 10.4273 9.95276 8.42989 7.80522 6.73325 internal_count=1213 1197 1191 1149 1143 1131 is_linear=0 shrinkage=0.1 Tree=879 num_leaves=7 num_cat=0 split_feature=0 0 0 0 0 8 split_gain=0.047559 0.370805 0.616267 0.502104 0.304598 0.353043 threshold=0.044599000000000007 0.066242500000000024 0.06754300000000002 0.10875250000000002 0.24661950000000002 4.4954850976912946 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=0.0076834524954985123 -0.05497328975105692 0.1052762458368024 -0.080982620197226268 0.046646247413646834 -0.042288469285883812 0.0046715599403970237 leaf_weight=5.3842122347898043 1.2703422340006358 0.54928639042191107 0.77387732106997087 1.3630090480892239 1.9338412485085417 9.299353552267803 leaf_count=286 55 4 61 181 104 522 internal_value=-0.000392089 -0.00325458 0.00146549 -0.00279939 0.00200398 -0.0034128 internal_weight=20.5739 15.1897 13.9194 13.3701 12.5962 11.2332 internal_count=1213 927 872 868 807 626 is_linear=0 shrinkage=0.1 Tree=880 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=881 num_leaves=7 num_cat=0 split_feature=20 20 20 20 20 20 split_gain=0.0519413 0.117118 0.0663272 0.0826663 0.0881782 0.163901 threshold=0.84483228280000011 0.76348215705000011 0.67806301170000005 0.62523871355000005 0.34051073370000001 0.31027308865000008 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=-0.00019854029881163161 0.024104154008246972 -0.058569613903924282 0.031882834300694989 -0.040786320502983871 0.019652995123618185 -0.058256087501458026 leaf_weight=16.426129005662027 0.8962891660630693 0.3414082108065476 0.65144845098256965 0.49768571183085342 2.1341332369483998 0.50108747323974867 leaf_count=1158 10 6 6 6 21 6 internal_value=0.000539387 -0.000488297 0.000492849 -0.00055265 0.000497838 -0.00191719 internal_weight=21.4482 20.5519 20.2105 19.559 19.0613 16.9272 internal_count=1213 1203 1197 1191 1185 1164 is_linear=0 shrinkage=0.1 Tree=882 num_leaves=7 num_cat=0 split_feature=5 2 5 8 9 8 split_gain=0.0520277 0.0807748 0.133519 0.10022 0.201007 0.095259 threshold=44725.000000000007 12.500000000000002 3085.5000000000005 5.2436569921791092 7.6985615227840354 6.772835322586209 decision_type=10 10 10 10 10 10 left_child=1 2 3 -1 -5 -3 right_child=-2 5 -4 4 -6 -7 leaf_value=0.00083459720809125199 0.038692469545539482 -0.060745766935493356 0.04232236844589965 -0.077919617444347944 0.030210437819161357 0.0035635704022731274 leaf_weight=9.5377039818587903 0.33354868224164214 0.47823813276898697 0.73112786309601396 0.45992168302109426 0.27453872357000364 0.44434328825434477 leaf_count=438 49 198 81 268 58 121 internal_value=-0.000261142 -0.00135062 0.00103244 -0.0019064 -0.037501 -0.0297724 internal_weight=12.2594 11.9259 11.0033 10.2722 0.73446 0.922581 internal_count=1213 1164 845 764 326 319 is_linear=0 shrinkage=0.1 Tree=883 num_leaves=7 num_cat=0 split_feature=0 0 0 4 0 0 split_gain=0.0477985 0.236643 0.191253 0.415265 0.132841 0.345738 threshold=0.00013200000000000004 0.030394000000000001 3.9500000000000005e-05 163.00000000000003 0.034740000000000007 0.037647000000000007 decision_type=8 8 10 10 8 8 left_child=2 -2 3 -1 -3 -6 right_child=1 4 -4 -5 5 -7 leaf_value=-0.078198765962315023 -0.058617232827041926 0.037104878900186593 0.052826427762020824 0.076796173852371377 -0.082432658743729861 0.00092887190375661301 leaf_weight=0.45446972642094319 0.70489922262475402 0.93705454967494439 0.73934061452746391 0.27896187454462051 0.5128388191151324 16.661954551679102 leaf_count=55 172 7 5 5 19 950 internal_value=-0.000414344 -0.00177224 0.0169347 -0.0192462 0.000440123 -0.0015603 internal_weight=20.2895 18.8167 1.47277 0.733432 18.1118 17.1748 internal_count=1213 1148 65 60 976 969 is_linear=0 shrinkage=0.1 Tree=884 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=885 num_leaves=7 num_cat=0 split_feature=0 0 4 5 5 0 split_gain=0.0434397 0.207129 0.365062 0.115371 0.218333 0.093501 threshold=0.0027310000000000004 3.9500000000000005e-05 163.00000000000003 1.0000000180025095e-35 59.000000000000007 0.030394000000000001 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=0.077973836858460363 -0.075652030052493491 -0.054627266251827969 -0.076513454537226105 0.076895061597323178 0.034625187641849769 -0.00045717454990327122 leaf_weight=0.43111396417953318 0.19086976349354046 0.70185378338828741 0.23707699030637741 0.38643677392974751 0.79217388987672421 18.528618316029679 leaf_count=55 14 30 5 41 147 921 internal_value=0.000534575 -0.0166887 0.0231611 0.00172045 0.00246983 0.000981241 internal_weight=21.2681 1.37004 0.668191 19.8981 19.7072 19.3208 internal_count=1213 90 60 1123 1109 1068 is_linear=0 shrinkage=0.1 Tree=886 num_leaves=7 num_cat=0 split_feature=19 20 20 20 21 19 split_gain=0.0475374 0.0716246 0.07753 0.23515 0.183151 0.20905 threshold=0.76768386320000015 0.89041469205000012 0.44432163585000006 0.31581084365000006 0.18603110280000004 0.63319291535000011 decision_type=10 10 10 10 8 10 left_child=1 2 3 4 -1 -6 right_child=-2 -3 -4 -5 5 -7 leaf_value=-0.08267740056996202 -0.014766678809815465 0.040608508719366408 -0.015259668127746371 0.075174189615695636 0.00014551132357571703 0.080648280945063988 leaf_weight=0.2516916842594199 1.8984134681522853 0.46962981298565942 2.3372066733427346 0.45625042356550682 6.3954187106255596 0.33970842137932766 leaf_count=22 16 6 30 3 1133 3 internal_value=-0.000231369 0.00246076 0.000628975 0.00561819 0.00107607 0.00420593 internal_weight=12.1483 10.2499 9.78028 7.44307 6.98682 6.73513 internal_count=1213 1197 1191 1161 1158 1136 is_linear=0 shrinkage=0.1 Tree=887 num_leaves=7 num_cat=0 split_feature=21 21 21 19 19 20 split_gain=0.0478217 0.187941 0.224317 0.162091 0.165181 0.103316 threshold=0.88726092775000021 0.80522880530000018 0.71349892620000011 0.26668451185000003 0.60557055170000018 0.44432163585000006 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=-0.045062757214361843 -0.03034074463810665 0.056815683128131712 -0.085978478027805005 0.028197110270444681 -0.041942074276851406 8.5651852380449816e-05 leaf_weight=0.76356297750721636 0.52060627797618408 0.57257911562919517 0.30800403142347832 2.1195682045072317 0.60830276808701456 15.215809130587342 leaf_count=30 10 6 6 17 11 1133 internal_value=-0.000427612 0.000367421 -0.00133233 6.13253e-05 0.0019815 -0.00152996 internal_weight=20.1084 19.5878 19.0152 18.7072 17.9437 15.8241 internal_count=1213 1203 1197 1191 1161 1144 is_linear=0 shrinkage=0.1 Tree=888 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=889 num_leaves=7 num_cat=0 split_feature=20 20 20 20 21 21 split_gain=0.0497595 0.11038 0.0532319 0.151128 0.0590592 0.230233 threshold=0.84483228280000011 0.76348215705000011 0.34051073370000001 0.31027308865000008 0.71349892620000011 0.17101914640000002 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=0.0011915958782122921 0.023711382920263115 -0.05764852054921632 0.012109254166548259 -0.057348564860494083 0.024616673658643069 -0.05437563579648097 leaf_weight=14.420948978940954 0.88585736230015655 0.33244680939242144 3.2724781562574199 0.47650192957371373 0.90476143918931562 0.78629756812006313 leaf_count=1138 10 6 33 6 10 10 internal_value=0.000514303 -0.00050332 0.000453215 -0.00184622 -0.000204771 -0.00168153 internal_weight=21.0793 20.1934 19.861 16.5885 16.112 15.2072 internal_count=1213 1203 1197 1164 1158 1148 is_linear=0 shrinkage=0.1 Tree=890 num_leaves=7 num_cat=0 split_feature=5 3 5 6 7 8 split_gain=0.0452697 0.0762085 0.103652 0.118233 0.130117 0.0989491 threshold=44725.000000000007 15.500000000000002 3085.5000000000005 84.299693786502289 75.326268389776843 5.2436569921791092 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=0.00078737173238936989 0.036501735518802952 -0.034276243407081596 -0.07583846837410016 0.069176506177616379 -0.027156945216336489 -0.035983782792555354 leaf_weight=9.4020773441172238 0.32698533033581689 0.65832858095052493 0.088063798320946129 0.59355569956866816 0.18357449523868041 0.79357579676434475 leaf_count=439 49 138 16 33 143 395 internal_value=-0.000198093 -0.00122208 0.000745262 0.0339764 0.0464205 -0.0020747 internal_weight=12.0462 11.7192 11.0608 0.865194 0.77713 10.1957 internal_count=1213 1164 1026 192 176 834 is_linear=0 shrinkage=0.1 Tree=891 num_leaves=7 num_cat=0 split_feature=21 21 19 19 19 21 split_gain=0.0497084 0.0918902 0.10351 0.226298 0.236726 0.229811 threshold=0.21861127385000004 0.32197624670000008 0.3090768229000001 0.73806720815000004 0.86261934210000013 0.80522880530000018 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=-0.017892311361832117 0.034627020129025639 0.025372189413225072 -0.035285383223707667 0.075535021057832955 -0.086789567497409237 0.0012278903314740968 leaf_weight=1.5061957578833505 0.77839965466409922 1.4232851336710153 1.8890315275639293 0.4196866974234581 0.30327129969373345 13.571728482789249 leaf_count=35 9 14 28 5 4 1118 internal_value=-0.000427022 0.00100379 -0.000482677 -0.0027565 0.00154217 -0.000695942 internal_weight=19.8916 18.3854 17.607 16.1837 14.2947 13.875 internal_count=1213 1178 1169 1155 1127 1122 is_linear=0 shrinkage=0.1 Tree=892 num_leaves=1 num_cat=0 split_feature= split_gain= threshold= decision_type= left_child= right_child= leaf_value=0 leaf_weight= leaf_count=1213 internal_value= internal_weight= internal_count= is_linear=0 shrinkage=1 Tree=893 num_leaves=7 num_cat=0 split_feature=0 0 0 4 4 4 split_gain=0.0428265 0.473104 0.404532 0.249648 0.515002 0.32467 threshold=0.06754300000000002 0.066242500000000024 0.10875250000000002 115.00000000000001 164.50000000000003 226.00000000000003 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=0.0014465124583458513 0.074535232946494293 -0.097962866804262708 0.092350711654582376 -0.071658451548408664 0.059533700516958311 -0.001511144082646274 leaf_weight=6.5053596928955839 0.76230423774540845 0.51677260501310218 0.28403788059949775 0.99192192032933135 0.94637246243655582 10.976413851834877 leaf_count=341 61 4 7 13 42 745 internal_value=0.000500863 -0.00586922 0.00370489 -0.000385974 -0.00242557 0.0033343 internal_weight=20.9832 7.02213 13.9611 13.1987 12.9147 11.9228 internal_count=1213 345 868 807 800 787 is_linear=0 shrinkage=0.1 Tree=894 num_leaves=7 num_cat=0 split_feature=19 20 19 19 19 21 split_gain=0.0476641 0.0678746 0.0655565 0.129277 0.132593 0.218841 threshold=0.76768386320000015 0.89041469205000012 0.39953208990000005 0.4731715009000001 0.60557055170000018 0.41913016440000006 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=-0.018608036023039874 -0.014833236210442533 0.039750295493685313 0.048820673361933957 -0.032652389961057765 -0.00064569324818354243 0.056908043508441454 leaf_weight=1.4803346206194161 1.8689217213541276 0.46784594655037004 0.60307417064905167 1.0287289558909831 5.7235930146216507 0.74687733501195896 leaf_count=42 16 6 6 12 1126 5 internal_value=-0.000168767 0.00255815 0.00074234 0.00427777 0.000695699 0.00599765 internal_weight=11.9194 10.0505 9.58261 8.10227 7.4992 6.47047 internal_count=1213 1197 1191 1149 1143 1131 is_linear=0 shrinkage=0.1 Tree=895 num_leaves=7 num_cat=0 split_feature=4 2 4 4 4 0 split_gain=0.0485959 0.206884 0.0915253 0.39851 0.250024 0.352703 threshold=2341.0000000000005 13.500000000000002 207.50000000000003 164.50000000000003 267.00000000000006 0.10875250000000002 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=0.0016683260959793813 -0.079420720060901173 0.010854104076183034 0.059536367270544822 -0.061079655984459538 -0.051788582821931377 0.019217320467929892 leaf_weight=12.90569101390429 0.39024430553366452 0.72638198063181514 0.92296374216675747 1.0982711175456632 0.93405972856083552 2.7863760672844364 leaf_count=257 167 320 9 57 105 298 internal_value=-0.000431968 -0.0206956 0.000781442 -0.00325273 0.012948 0.00139044 internal_weight=19.764 1.11663 18.6474 14.004 4.6434 3.72044 internal_count=1213 487 726 314 412 403 is_linear=0 shrinkage=0.1 end of trees feature_importances: duration=788 feature1=662 bytes_in=520 feature2=475 feature3=444 bytes_out=318 client_ciphers_count=239 num_pkts_out=237 entropy=217 byte_dist_std=209 total_entropy=185 byte_dist_mean=165 num_pkts_in=121 server_cipher=90 supported_groups_count=72 ec_point_formats_count=69 server_extensions_count=53 client_extensions_count=36 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_iterationK best_score collections defaultdict collections OrderedDictRvalid_0h.)R multi_loglossnumpy._core.multiarrayscalarnumpydtypef8R(Kʯ?Rh6h?Rh6hi?Rh6hѾkQ?Rh6hY?Rh6hF?Rh6h1i?Rh6h?Rh6h