tree version=v3 num_class=2 num_tree_per_iteration=2 label_index=0 max_feature_idx=7 objective=multiclass num_class:2 feature_names=VGG-Face_cosine VGG-Face_euclidean_l2 Facenet_cosine Facenet_euclidean_l2 OpenFace_cosine OpenFace_euclidean_l2 DeepFace_cosine DeepFace_euclidean_l2 feature_infos=[0.064100000000000004:0.95369999999999999] [0.35809999999999997:1.3811] [0.078700000000000006:1.3133999999999999] [0.39689999999999998:1.6207] [0.051700000000000003:0.98440000000000005] [0.3216:1.4031] [0.075600000000000001:0.6391] [0.38879999999999998:1.1306] tree_sizes=534 535 542 538 751 743 752 744 841 835 753 745 753 745 750 742 855 849 753 745 855 849 856 850 957 953 958 954 1167 1167 1265 1263 1164 1164 1271 1269 1163 1163 1169 1165 1162 1162 1172 1168 1167 1167 1060 1058 1165 1165 1058 1056 1163 1163 1161 1161 1164 1164 1169 1165 1168 1168 1280 1278 1172 1172 1170 1170 1177 1173 1175 1175 1174 1174 1179 1175 1174 1174 1175 1175 1175 1171 1178 1178 1176 1176 1185 1185 1184 1184 1184 1180 1187 1187 1181 1177 1186 1186 1181 1181 1184 1184 Tree=0 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=110.015 0.0830119 7.10543e-15 threshold=1.0226000000000002 0.33030000000000004 0.26045000000000007 decision_type=2 2 2 left_child=1 2 -1 right_child=-2 -3 -4 leaf_value=-0.8260665533962579 -0.62581111970087711 -0.8160537817114889 -0.8260665533962579 leaf_weight=35.954080581665039 53.431758642196655 9.9872446060180646 12.484055757522581 leaf_count=72 107 20 25 internal_value=0 -0.948401 -0.965517 internal_weight=0 58.4254 48.4381 internal_count=224 117 97 shrinkage=1 Tree=1 num_leaves=4 num_cat=0 split_feature=3 0 0 split_gain=110.015 0.0830119 7.10543e-15 threshold=1.0226000000000002 0.33030000000000004 0.26045000000000007 decision_type=2 2 2 left_child=1 2 -1 right_child=-2 -3 -4 leaf_value=-0.56150413208323735 -0.76175956577861814 -0.57151690376800635 -0.56150413208323735 leaf_weight=35.954080581665039 53.431758642196655 9.9872446060180646 12.484055757522581 leaf_count=72 107 20 25 internal_value=0 0.948401 0.965517 internal_weight=0 58.4254 48.4381 internal_count=224 117 97 shrinkage=1 Tree=2 num_leaves=4 num_cat=0 split_feature=3 4 0 split_gain=90.0026 0.0862517 0.000425163 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 decision_type=2 2 2 left_child=1 2 -1 right_child=-2 -3 -4 leaf_value=-0.088377084683636864 0.093644382448195174 -0.078241277233462178 -0.089114635730583758 leaf_weight=37.834096491336823 53.253562599420547 9.8282852172851545 9.8507342338561994 leaf_count=77 107 20 20 internal_value=0 -0.867713 -0.885294 internal_weight=0 57.5131 47.6848 internal_count=224 117 97 shrinkage=0.1 Tree=3 num_leaves=4 num_cat=0 split_feature=3 4 0 split_gain=90.0026 0.0862517 0.000425163 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 decision_type=2 2 2 left_child=1 2 -1 right_child=-2 -3 -4 leaf_value=0.088377084683636864 -0.093644382448195174 0.078241277233462178 0.089114635730583758 leaf_weight=37.834096491336823 53.253562599420547 9.8282852172851545 9.8507342338561994 leaf_count=77 107 20 20 internal_value=0 0.867713 0.885294 internal_weight=0 57.5131 47.6848 internal_count=224 117 97 shrinkage=0.1 Tree=4 num_leaves=6 num_cat=0 split_feature=3 6 0 4 0 split_gain=74.9721 0.0814382 0.00010498 6.17496e-05 3.55271e-15 threshold=1.0226000000000002 0.26075000000000004 0.30560000000000004 0.22745000000000001 0.21465000000000004 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=-0.082159452550600864 0.086190106080779968 -0.072181262802169091 -0.082598276888739594 -0.082456513755167313 -0.082159452550600878 leaf_weight=14.76914241909981 52.12652787566185 9.5585083067417127 10.511484205722807 9.5469728112220746 11.434174776077269 leaf_count=31 107 20 22 20 24 internal_value=0 -0.805843 -0.823205 -0.822388 -0.821595 internal_weight=0 55.8203 46.2618 35.7503 26.2033 internal_count=224 117 97 75 55 shrinkage=0.1 Tree=5 num_leaves=6 num_cat=0 split_feature=3 6 0 4 0 split_gain=74.9721 0.0814382 0.00010498 6.17496e-05 3.55271e-15 threshold=1.0226000000000002 0.26075000000000004 0.30560000000000004 0.22745000000000001 0.21465000000000004 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=0.082159452550600864 -0.086190106080779968 0.072181262802169091 0.082598276888739594 0.082456513755167313 0.082159452550600878 leaf_weight=14.76914241909981 52.12652787566185 9.5585083067417127 10.511484205722807 9.5469728112220746 11.434174776077269 leaf_count=31 107 20 22 20 24 internal_value=0 0.805843 0.823205 0.822388 0.821595 internal_weight=0 55.8203 46.2618 35.7503 26.2033 internal_count=224 117 97 75 55 shrinkage=0.1 Tree=6 num_leaves=6 num_cat=0 split_feature=3 0 4 6 4 split_gain=63.3007 0.08237 0.000444693 8.62725e-06 4.42872e-08 threshold=1.0226000000000002 0.33030000000000004 0.31945000000000007 0.22815000000000005 0.17360000000000003 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=-0.077284265913306546 0.080459735168483718 -0.067081075594272996 -0.078077429378055466 -0.077394077475822942 -0.077275746115084143 leaf_weight=15.531342267990114 50.344577014446259 9.1994229853153211 9.6717984676361066 9.1465950608253461 10.048768669366835 leaf_count=34 107 20 21 20 22 internal_value=0 -0.756933 -0.774777 -0.773107 -0.772809 internal_weight=0 53.5979 44.3985 34.7267 25.5801 internal_count=224 117 97 76 56 shrinkage=0.1 Tree=7 num_leaves=6 num_cat=0 split_feature=3 0 4 6 4 split_gain=63.3007 0.08237 0.000444693 8.62725e-06 4.42872e-08 threshold=1.0226000000000002 0.33030000000000004 0.31945000000000007 0.22815000000000005 0.17360000000000003 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=0.077284265913306546 -0.080459735168483718 0.067081075594272996 0.078077429378055466 0.077394077475822942 0.077275746115084143 leaf_weight=15.531342267990114 50.344577014446259 9.1994229853153211 9.6717984676361066 9.1465950608253461 10.048768669366835 leaf_count=34 107 20 21 20 22 internal_value=0 0.756933 0.774777 0.773107 0.772809 internal_weight=0 53.5979 44.3985 34.7267 25.5801 internal_count=224 117 97 76 56 shrinkage=0.1 Tree=8 num_leaves=7 num_cat=0 split_feature=3 4 0 6 4 0 split_gain=54.0065 0.086193 0.000604979 1.1713e-05 1.21966e-08 3.55271e-15 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 0.2291 0.17360000000000003 0.78075000000000017 decision_type=2 2 2 2 2 2 left_child=1 2 3 4 -1 -2 right_child=5 -3 -4 -5 -6 -7 leaf_value=-0.073376647520683222 0.075932217720328293 -0.062714339302776242 -0.074341487198235301 -0.073509775029849664 -0.073372087274708633 0.075932217720328293 leaf_weight=15.196182996034624 38.230186849832535 8.7781605124473554 8.8081076741218549 8.7010549008846265 9.5512099266052228 9.8948718905448896 leaf_count=35 85 20 20 20 22 22 internal_value=0 -0.717311 -0.736041 -0.7341 -0.733749 0.759322 internal_weight=0 51.0347 42.2566 33.4484 24.7474 48.1251 internal_count=224 117 97 77 57 107 shrinkage=0.1 Tree=9 num_leaves=7 num_cat=0 split_feature=3 4 0 6 4 0 split_gain=54.0065 0.086193 0.000604979 1.1713e-05 1.21966e-08 3.55271e-15 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 0.2291 0.17360000000000003 0.78075000000000017 decision_type=2 2 2 2 2 2 left_child=1 2 3 4 -1 -2 right_child=5 -3 -4 -5 -6 -7 leaf_value=0.073376647520683222 -0.075932217720328293 0.062714339302776242 0.074341487198235301 0.073509775029849664 0.073372087274708633 -0.075932217720328293 leaf_weight=15.196182996034624 38.230186849832535 8.7781605124473554 8.8081076741218549 8.7010549008846265 9.5512099266052228 9.8948718905448896 leaf_count=35 85 20 20 20 22 22 internal_value=0 0.717311 0.736041 0.7341 0.733749 -0.759322 internal_weight=0 51.0347 42.2566 33.4484 24.7474 48.1251 internal_count=224 117 97 77 57 107 shrinkage=0.1 Tree=10 num_leaves=6 num_cat=0 split_feature=3 3 4 0 2 split_gain=46.4591 0.0884515 0.000377328 8.04401e-05 9.21814e-07 threshold=1.0226000000000002 0.7521000000000001 0.29250000000000004 0.28220000000000006 0.14815000000000003 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=-0.07022591655049075 0.072278489938446197 -0.059335011220249201 -0.071044442599610763 -0.070558651492782343 -0.070183661254215657 leaf_weight=8.2023016214370781 45.630097299814224 8.7127757370471937 8.7542902827262861 8.6702675521373731 13.931786328554152 leaf_count=20 107 21 21 21 34 internal_value=0 -0.684562 -0.704651 -0.703005 -0.701993 internal_weight=0 48.2714 39.5586 30.8044 22.1341 internal_count=224 117 96 75 54 shrinkage=0.1 Tree=11 num_leaves=6 num_cat=0 split_feature=3 3 4 0 2 split_gain=46.4591 0.0884515 0.000377328 8.04401e-05 9.21814e-07 threshold=1.0226000000000002 0.7521000000000001 0.29250000000000004 0.28220000000000006 0.14815000000000003 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=0.07022591655049075 -0.072278489938446197 0.059335011220249201 0.071044442599610763 0.070558651492782343 0.070183661254215657 leaf_weight=8.2023016214370781 45.630097299814224 8.7127757370471937 8.7542902827262861 8.6702675521373731 13.931786328554152 leaf_count=20 107 21 21 21 34 internal_value=0 0.684562 0.704651 0.703005 0.701993 internal_weight=0 48.2714 39.5586 30.8044 22.1341 internal_count=224 117 96 75 54 shrinkage=0.1 Tree=12 num_leaves=6 num_cat=0 split_feature=3 6 0 4 3 split_gain=40.2334 0.0927479 0.000155853 5.07986e-05 5.79922e-06 threshold=1.0226000000000002 0.26075000000000004 0.30560000000000004 0.22745000000000001 0.6635500000000002 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=-0.067541575425890829 0.069279931410592285 -0.055844500305193501 -0.068147963711178955 -0.067881863409230081 -0.067649263475231078 leaf_weight=13.073899388313299 42.980786025524139 7.8867978155612937 8.5946678519248945 7.7595004737377158 8.0983519554138166 leaf_count=34 107 20 22 20 21 internal_value=0 -0.657023 -0.677741 -0.67663 -0.675828 internal_weight=0 45.4132 37.5264 28.9318 21.1723 internal_count=224 117 97 75 55 shrinkage=0.1 Tree=13 num_leaves=6 num_cat=0 split_feature=3 6 0 4 3 split_gain=40.2334 0.0927479 0.000155853 5.07986e-05 5.79922e-06 threshold=1.0226000000000002 0.26075000000000004 0.30560000000000004 0.22745000000000001 0.6635500000000002 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=0.067541575425890829 -0.069279931410592285 0.055844500305193501 0.068147963711178955 0.067881863409230081 0.067649263475231078 leaf_weight=13.073899388313299 42.980786025524139 7.8867978155612937 8.5946678519248945 7.7595004737377158 8.0983519554138166 leaf_count=34 107 20 22 20 21 internal_value=0 0.657023 0.677741 0.67663 0.675828 internal_weight=0 45.4132 37.5264 28.9318 21.1723 internal_count=224 117 97 75 55 shrinkage=0.1 Tree=14 num_leaves=6 num_cat=0 split_feature=3 0 4 6 2 split_gain=35.0331 0.100418 0.000480742 1.6749e-05 6.48784e-07 threshold=1.0226000000000002 0.33030000000000004 0.31945000000000007 0.22175000000000003 0.19500000000000003 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=-0.06532150422657515 0.06678532036101513 -0.052771975006358163 -0.066278491953426763 -0.065506037368920675 -0.065359580012962618 leaf_weight=11.84957760572434 40.267197132110596 7.4062062203884116 7.7796575725078574 8.3098675608634931 7.1907503008842459 leaf_count=33 107 20 21 23 20 internal_value=0 -0.633539 -0.655849 -0.653876 -0.653359 internal_weight=0 42.5361 35.1299 27.3502 19.0403 internal_count=224 117 97 76 53 shrinkage=0.1 Tree=15 num_leaves=6 num_cat=0 split_feature=3 0 4 6 2 split_gain=35.0331 0.100418 0.000480742 1.6749e-05 6.48784e-07 threshold=1.0226000000000002 0.33030000000000004 0.31945000000000007 0.22175000000000003 0.19500000000000003 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=0.06532150422657515 -0.06678532036101513 0.052771975006358163 0.066278491953426763 0.065506037368920675 0.065359580012962618 leaf_weight=11.84957760572434 40.267197132110596 7.4062062203884116 7.7796575725078574 8.3098675608634931 7.1907503008842459 leaf_count=33 107 20 21 23 20 internal_value=0 0.633539 0.655849 0.653876 0.653359 internal_weight=0 42.5361 35.1299 27.3502 19.0403 internal_count=224 117 97 76 53 shrinkage=0.1 Tree=16 num_leaves=7 num_cat=0 split_feature=3 4 0 6 3 0 split_gain=30.6427 0.108557 0.000546449 1.6937e-05 5.57407e-07 1.77636e-15 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 0.22175000000000003 0.62375000000000014 0.65575000000000017 decision_type=2 2 2 2 2 2 left_child=1 2 3 4 -1 -2 right_child=5 -3 -4 -5 -6 -7 leaf_value=-0.06344493381632263 0.064686580108487546 -0.049954504966621738 -0.064513386296592298 -0.063631939531253831 -0.063481739134803969 0.064686580108487546 leaf_weight=10.688447177410131 19.304341673851013 6.9334320127964011 6.9704820811748496 8.4151714444160444 6.6905459165573111 18.251377582550049 leaf_count=32 55 20 20 25 20 52 internal_value=0 -0.613222 -0.637278 -0.635155 -0.634591 0.646866 internal_weight=0 39.6981 32.7646 25.7942 17.379 37.5557 internal_count=224 117 97 77 52 107 shrinkage=0.1 Tree=17 num_leaves=7 num_cat=0 split_feature=3 4 0 6 3 0 split_gain=30.6427 0.108557 0.000546449 1.6937e-05 5.57407e-07 1.77636e-15 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 0.22175000000000003 0.62375000000000014 0.65575000000000017 decision_type=2 2 2 2 2 2 left_child=1 2 3 4 -1 -2 right_child=5 -3 -4 -5 -6 -7 leaf_value=0.06344493381632263 -0.064686580108487546 0.049954504966621738 0.064513386296592298 0.063631939531253831 0.063481739134803969 -0.064686580108487546 leaf_weight=10.688447177410131 19.304341673851013 6.9334320127964011 6.9704820811748496 8.4151714444160444 6.6905459165573111 18.251377582550049 leaf_count=32 55 20 20 25 20 52 internal_value=0 0.613222 0.637278 0.635155 0.634591 -0.646866 internal_weight=0 39.6981 32.7646 25.7942 17.379 37.5557 internal_count=224 117 97 77 52 107 shrinkage=0.1 Tree=18 num_leaves=6 num_cat=0 split_feature=3 0 4 6 2 split_gain=26.9037 0.113839 0.000515345 9.74971e-06 2.72021e-07 threshold=1.0226000000000002 0.33030000000000004 0.32130000000000009 0.22175000000000003 0.19500000000000003 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=-0.061842825143527118 0.062904309016747456 -0.047544939704796951 -0.062899059136771893 -0.061990546260131965 -0.061869374156737746 leaf_weight=10.218578815460214 34.894555032253265 6.5143569707870475 6.5182592570781699 7.4871079921722403 6.2013640999793997 leaf_count=33 107 20 20 24 20 internal_value=0 -0.595422 -0.621109 -0.61896 -0.618529 internal_weight=0 36.9397 30.4253 23.9071 16.4199 internal_count=224 117 97 77 53 shrinkage=0.1 Tree=19 num_leaves=6 num_cat=0 split_feature=3 0 4 6 2 split_gain=26.9037 0.113839 0.000515345 9.74971e-06 2.72021e-07 threshold=1.0226000000000002 0.33030000000000004 0.32130000000000009 0.22175000000000003 0.19500000000000003 decision_type=2 2 2 2 2 left_child=1 2 3 4 -1 right_child=-2 -3 -4 -5 -6 leaf_value=0.061842825143527118 -0.062904309016747456 0.047544939704796951 0.062899059136771893 0.061990546260131965 0.061869374156737746 leaf_weight=10.218578815460214 34.894555032253265 6.5143569707870475 6.5182592570781699 7.4871079921722403 6.2013640999793997 leaf_count=33 107 20 20 24 20 internal_value=0 0.595422 0.621109 0.61896 0.618529 internal_weight=0 36.9397 30.4253 23.9071 16.4199 internal_count=224 117 97 77 53 shrinkage=0.1 Tree=20 num_leaves=7 num_cat=0 split_feature=3 4 0 6 3 0 split_gain=23.6958 0.123456 0.000547631 7.88439e-06 2.64696e-07 3.55271e-15 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 0.22175000000000003 0.62375000000000014 0.73545000000000016 decision_type=2 2 2 2 2 2 left_child=1 2 3 4 -1 -2 right_child=5 -3 -4 -5 -6 -7 leaf_value=-0.060464900826399715 0.061378804365844301 -0.045031575852328976 -0.061586920061141741 -0.060602807692829212 -0.060492297552201625 0.061378804365844301 leaf_weight=9.1596367955207878 22.048683643341064 6.0736059844493857 6.1050616204738608 7.2157808840274802 5.734321027994155 10.269249916076658 leaf_count=32 73 20 20 25 20 34 internal_value=0 -0.579645 -0.607485 -0.60517 -0.604754 0.613788 internal_weight=0 34.2884 28.2148 22.1097 14.894 32.3179 internal_count=224 117 97 77 52 107 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=3 4 0 6 3 0 split_gain=23.6958 0.123456 0.000547631 7.88439e-06 2.64696e-07 3.55271e-15 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 0.22175000000000003 0.62375000000000014 0.73545000000000016 decision_type=2 2 2 2 2 2 left_child=1 2 3 4 -1 -2 right_child=5 -3 -4 -5 -6 -7 leaf_value=0.060464900826399715 -0.061378804365844301 0.045031575852328976 0.061586920061141741 0.060602807692829212 0.060492297552201625 -0.061378804365844301 leaf_weight=9.1596367955207878 22.048683643341064 6.0736059844493857 6.1050616204738608 7.2157808840274802 5.734321027994155 10.269249916076658 leaf_count=32 73 20 20 25 20 34 internal_value=0 0.579645 0.607485 0.60517 0.604754 -0.613788 internal_weight=0 34.2884 28.2148 22.1097 14.894 32.3179 internal_count=224 117 97 77 52 107 shrinkage=0.1 Tree=22 num_leaves=7 num_cat=0 split_feature=3 0 4 6 2 0 split_gain=20.9261 0.13069 0.000508083 4.68791e-06 1.16898e-07 1.77636e-15 threshold=1.0226000000000002 0.33030000000000004 0.32130000000000009 0.22175000000000003 0.19500000000000003 0.70015000000000016 decision_type=2 2 2 2 2 2 left_child=1 2 3 4 -1 -2 right_child=5 -3 -4 -5 -6 -7 leaf_value=-0.059272985310583517 0.060064300804996633 -0.042819660983516493 -0.060381133864941011 -0.059383505538676142 -0.059291836299769113 0.06006430080499664 leaf_weight=8.7100311219692319 18.690702676773075 5.6911457479000083 5.6916158199310294 6.3848658204078665 5.2859152257442465 11.158628463745115 leaf_count=33 67 20 20 24 20 40 internal_value=0 -0.565489 -0.595458 -0.593125 -0.592801 0.600643 internal_weight=0 31.7636 26.0724 20.3808 13.9959 29.8493 internal_count=224 117 97 77 53 107 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=3 0 4 6 2 0 split_gain=20.9261 0.13069 0.000508083 4.68791e-06 1.16898e-07 1.77636e-15 threshold=1.0226000000000002 0.33030000000000004 0.32130000000000009 0.22175000000000003 0.19500000000000003 0.70015000000000016 decision_type=2 2 2 2 2 2 left_child=1 2 3 4 -1 -2 right_child=5 -3 -4 -5 -6 -7 leaf_value=0.059272985310583517 -0.060064300804996633 0.042819660983516493 0.060381133864941011 0.059383505538676142 0.059291836299769113 -0.06006430080499664 leaf_weight=8.7100311219692319 18.690702676773075 5.6911457479000083 5.6916158199310294 6.3848658204078665 5.2859152257442465 11.158628463745115 leaf_count=33 67 20 20 24 20 40 internal_value=0 0.565489 0.595458 0.593125 0.592801 -0.600643 internal_weight=0 31.7636 26.0724 20.3808 13.9959 29.8493 internal_count=224 117 97 77 53 107 shrinkage=0.1 Tree=24 num_leaves=8 num_cat=0 split_feature=3 5 3 4 0 6 4 split_gain=18.5743 0.467994 0.0629035 0.000228792 0.000264699 2.83561e-06 5.2773e-08 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.30560000000000004 0.22175000000000003 0.14500000000000002 decision_type=2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 6 -1 right_child=1 2 -4 -5 -6 -7 -8 leaf_value=-0.05824711431758775 0.028493963433128013 0.071373314549928749 0.05892508987767732 -0.059200462827954936 -0.059056177768621723 -0.058327256873391076 -0.058233364594384641 leaf_weight=4.8615650981664746 5.1898146569728878 5.1799889206886318 18.764409065246582 5.2473903298377982 5.6977171152830115 5.3838509023189536 6.5553688704967499 leaf_count=20 20 20 73 20 22 22 27 internal_value=0 0.557175 0.616181 -0.586059 -0.584672 -0.582674 -0.582392 internal_weight=0 29.1342 23.9444 27.7459 22.4985 16.8008 11.4169 internal_count=224 113 93 111 91 69 47 shrinkage=0.1 Tree=25 num_leaves=8 num_cat=0 split_feature=3 5 3 4 0 6 4 split_gain=18.5743 0.467994 0.0629035 0.000228792 0.000264699 2.83561e-06 5.2773e-08 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.30560000000000004 0.22175000000000003 0.14500000000000002 decision_type=2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 6 -1 right_child=1 2 -4 -5 -6 -7 -8 leaf_value=0.05824711431758775 -0.028493963433128013 -0.071373314549928749 -0.05892508987767732 0.059200462827954936 0.059056177768621723 0.058327256873391076 0.058233364594384641 leaf_weight=4.8615650981664746 5.1898146569728878 5.1799889206886318 18.764409065246582 5.2473903298377982 5.6977171152830115 5.3838509023189536 6.5553688704967499 leaf_count=20 20 20 73 20 22 22 27 internal_value=0 -0.557175 -0.616181 0.586059 0.584672 0.582674 0.582392 internal_weight=0 29.1342 23.9444 27.7459 22.4985 16.8008 11.4169 internal_count=224 113 93 111 91 69 47 shrinkage=0.1 Tree=26 num_leaves=8 num_cat=0 split_feature=3 4 0 5 3 3 4 split_gain=16.5064 0.153339 0.000696942 6.2107e-05 9.83558e-06 5.55246e-06 1.50072e-06 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 0.79870000000000008 1.2992000000000004 0.69095000000000006 0.19535000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 2 5 -2 -5 6 -1 right_child=3 -3 -4 4 -6 -7 -8 leaf_value=-0.057326424086129049 0.05829236436952942 -0.038185907983734953 -0.058723671695336613 0.057767530464850531 0.057932878088660815 -0.057480740716706349 -0.057398268169571304 leaf_weight=8.2486575692892163 4.8773257881402996 4.9226295053958884 5.0254819840192786 4.6549959182739284 15.836361512541769 4.5213573426008216 4.4901749640703192 leaf_count=37 20 20 20 20 67 20 20 internal_value=0 -0.54159 -0.576873 0.579717 0.578953 -0.573855 -0.573517 internal_weight=0 27.2083 22.2857 25.3687 20.4914 17.2602 12.7388 internal_count=224 117 97 107 87 77 57 shrinkage=0.1 Tree=27 num_leaves=8 num_cat=0 split_feature=3 4 0 5 3 3 4 split_gain=16.5064 0.153339 0.000696942 6.2107e-05 9.83558e-06 5.55246e-06 1.50072e-06 threshold=1.0226000000000002 0.33380000000000004 0.32655000000000006 0.79870000000000008 1.2992000000000004 0.69095000000000006 0.19535000000000002 decision_type=2 2 2 2 2 2 2 left_child=1 2 5 -2 -5 6 -1 right_child=3 -3 -4 4 -6 -7 -8 leaf_value=0.057326424086129049 -0.05829236436952942 0.038185907983734953 0.058723671695336613 -0.057767530464850531 -0.057932878088660815 0.057480740716706349 0.057398268169571304 leaf_weight=8.2486575692892163 4.8773257881402996 4.9226295053958884 5.0254819840192786 4.6549959182739284 15.836361512541769 4.5213573426008216 4.4901749640703192 leaf_count=37 20 20 20 20 67 20 20 internal_value=0 0.54159 0.576873 -0.579717 -0.578953 0.573855 0.573517 internal_weight=0 27.2083 22.2857 25.3687 20.4914 17.2602 12.7388 internal_count=224 117 97 107 87 77 57 shrinkage=0.1 Tree=28 num_leaves=10 num_cat=0 split_feature=3 5 3 4 0 6 4 4 0 split_gain=14.7745 0.451888 0.0706088 0.000264609 0.000129561 1.43575e-06 3.0314e-08 1.69237e-10 1.47358e-11 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.30560000000000004 0.22175000000000003 0.14500000000000002 0.39750000000000002 0.63805000000000012 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 6 -1 -4 -9 right_child=1 2 7 -5 -6 -7 -8 8 -10 leaf_value=-0.056544896630615044 0.025689440200660496 0.071442755590723259 0.057064337210138039 -0.057561096522139921 -0.057161090712746158 -0.056606636344871876 -0.05653354020935053 0.057065215580958277 0.057064982040457096 leaf_weight=4.0939140617847496 4.6836547702550915 4.3547893613576916 4.3388214856386176 4.5602459758520117 4.8087085038423529 4.5349726974964133 5.5194998234510422 4.3392274677753431 7.1595471650362015 leaf_count=20 20 20 20 20 22 22 27 20 33 internal_value=0 0.536745 0.601657 -0.568772 -0.567127 -0.565603 -0.565384 0.570649 0.570651 internal_weight=0 24.876 20.1924 23.5173 18.9571 14.1484 9.61341 15.8376 11.4988 internal_count=224 113 93 111 91 69 47 73 53 shrinkage=0.1 Tree=29 num_leaves=10 num_cat=0 split_feature=3 5 3 4 0 6 4 4 0 split_gain=14.7745 0.451888 0.0706088 0.000264609 0.000129561 1.43575e-06 3.0314e-08 1.69237e-10 1.47358e-11 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.30560000000000004 0.22175000000000003 0.14500000000000002 0.39750000000000002 0.63805000000000012 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 6 -1 -4 -9 right_child=1 2 7 -5 -6 -7 -8 8 -10 leaf_value=0.056544896630615044 -0.025689440200660496 -0.071442755590723259 -0.057064337210138039 0.057561096522139921 0.057161090712746158 0.056606636344871876 0.05653354020935053 -0.057065215580958277 -0.057064982040457096 leaf_weight=4.0939140617847496 4.6836547702550915 4.3547893613576916 4.3388214856386176 4.5602459758520117 4.8087085038423529 4.5349726974964133 5.5194998234510422 4.3392274677753431 7.1595471650362015 leaf_count=20 20 20 20 20 22 22 27 20 33 internal_value=0 -0.536745 -0.601657 0.568772 0.567127 0.565603 0.565384 -0.570649 -0.570651 internal_weight=0 24.876 20.1924 23.5173 18.9571 14.1484 9.61341 15.8376 11.4988 internal_count=224 113 93 111 91 69 47 73 53 shrinkage=0.1 Tree=30 num_leaves=11 num_cat=0 split_feature=0 3 2 4 0 5 6 2 4 5 split_gain=13.1842 0.417322 0.0647964 0.00020777 4.00803e-05 2.95489e-05 5.6515e-07 6.37588e-08 3.11084e-09 8.88178e-16 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.29145000000000004 0.84130000000000005 0.20710000000000003 0.94305000000000005 0.16625000000000004 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 6 -4 8 -7 -1 -9 right_child=2 -3 5 -5 -6 7 -8 9 -10 -11 leaf_value=-0.055838549049623744 0.070180893218330043 -0.022461619508192525 0.056608644105437811 -0.056739064970867503 -0.056221443796689932 0.056287445844787801 -0.055883758434793977 0.056302965597171621 -0.055834566327161765 0.056302963216662776 leaf_weight=4.11964094638825 4.3162086009979275 4.5310791134834281 4.1131895482540157 4.1829877048730841 3.9259324222803107 3.9685931950807554 3.7672945857048035 3.9766049683094025 3.7431046217679977 3.9766043424606323 leaf_count=22 21 21 20 20 20 20 20 20 20 20 internal_value=0 -0.498308 0.59305 -0.561134 -0.559452 0.563775 -0.558519 0.562978 -0.558367 0.56303 internal_weight=0 24.27 20.3512 19.739 15.556 16.035 11.63 11.9218 7.86275 7.95321 internal_count=224 123 101 102 82 80 62 60 42 40 shrinkage=0.1 Tree=31 num_leaves=11 num_cat=0 split_feature=0 3 2 4 0 5 6 2 4 5 split_gain=13.1842 0.417322 0.0647964 0.00020777 4.00803e-05 2.95489e-05 5.6515e-07 6.37588e-08 3.11084e-09 8.88178e-16 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.29145000000000004 0.84130000000000005 0.20710000000000003 0.94305000000000005 0.16625000000000004 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 4 6 -4 8 -7 -1 -9 right_child=2 -3 5 -5 -6 7 -8 9 -10 -11 leaf_value=0.055838549049623744 -0.070180893218330043 0.022461619508192525 -0.056608644105437811 0.056739064970867503 0.056221443796689932 -0.056287445844787801 0.055883758434793977 -0.056302965597171621 0.055834566327161765 -0.056302963216662776 leaf_weight=4.11964094638825 4.3162086009979275 4.5310791134834281 4.1131895482540157 4.1829877048730841 3.9259324222803107 3.9685931950807554 3.7672945857048035 3.9766049683094025 3.7431046217679977 3.9766043424606323 leaf_count=22 21 21 20 20 20 20 20 20 20 20 internal_value=0 0.498308 -0.59305 0.561134 0.559452 -0.563775 0.558519 -0.562978 0.558367 -0.56303 internal_weight=0 24.27 20.3512 19.739 15.556 16.035 11.63 11.9218 7.86275 7.95321 internal_count=224 123 101 102 82 80 62 60 42 40 shrinkage=0.1 Tree=32 num_leaves=10 num_cat=0 split_feature=3 5 3 4 0 2 3 4 5 split_gain=11.7523 0.46671 0.064395 0.000115779 0.000100996 1.70289e-06 7.90273e-07 1.8669e-07 9.61438e-10 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.30560000000000004 0.22465000000000004 1.3569500000000001 0.17515000000000003 0.9598500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 7 -4 -1 -8 right_child=1 2 6 -5 -6 -7 8 -9 -10 leaf_value=-0.055219704414937357 0.022079748237595457 0.070538346446616662 0.055685479703988572 -0.056016268815027137 -0.055832267707288864 -0.055315368051650417 0.055629686013912986 -0.055250018021458694 0.055631727533072384 leaf_weight=4.9642702490091342 4.3166267722845104 3.7138918340206173 3.6631036400794974 3.8312530964612952 4.0969500839710227 3.4714618623256674 3.8202356994152051 3.4391031116247177 5.8229960352182388 leaf_count=29 20 20 20 20 22 20 21 20 32 internal_value=0 0.514474 0.588955 -0.555226 -0.554042 -0.552564 0.556459 -0.552321 0.556309 internal_weight=0 21.3369 17.0202 19.803 15.9718 11.8748 13.3063 8.40337 9.64323 internal_count=224 113 93 111 91 69 73 49 53 shrinkage=0.1 Tree=33 num_leaves=10 num_cat=0 split_feature=3 5 3 4 0 2 3 4 5 split_gain=11.7523 0.46671 0.064395 0.000115779 0.000100996 1.70289e-06 7.90273e-07 1.8669e-07 9.61438e-10 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.30560000000000004 0.22465000000000004 1.3569500000000001 0.17515000000000003 0.9598500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 7 -4 -1 -8 right_child=1 2 6 -5 -6 -7 8 -9 -10 leaf_value=0.055219704414937357 -0.022079748237595457 -0.070538346446616662 -0.055685479703988572 0.056016268815027137 0.055832267707288864 0.055315368051650417 -0.055629686013912986 0.055250018021458694 -0.055631727533072384 leaf_weight=4.9642702490091342 4.3166267722845104 3.7138918340206173 3.6631036400794974 3.8312530964612952 4.0969500839710227 3.4714618623256674 3.8202356994152051 3.4391031116247177 5.8229960352182388 leaf_count=29 20 20 20 20 22 20 21 20 32 internal_value=0 -0.514474 -0.588955 0.555226 0.554042 0.552564 -0.556459 0.552321 -0.556309 internal_weight=0 21.3369 17.0202 19.803 15.9718 11.8748 13.3063 8.40337 9.64323 internal_count=224 113 93 111 91 69 73 49 53 shrinkage=0.1 Tree=34 num_leaves=11 num_cat=0 split_feature=0 3 2 4 5 0 6 2 4 5 split_gain=10.5963 0.371256 0.0573894 0.000106128 4.34087e-05 2.03529e-05 2.94728e-07 7.91931e-08 1.93617e-09 1.9984e-14 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.20710000000000003 0.94305000000000005 0.16625000000000004 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 6 8 -6 -1 -9 right_child=2 -3 4 -5 7 -7 -8 9 -10 -11 leaf_value=-0.054675516576772998 0.069272310997288436 -0.02176209066252709 0.055441095346885738 -0.055378754648904495 0.055019801326314399 -0.054973960662620613 -0.054711099565656222 0.055038724314192961 -0.05467207848526761 0.055038713411105347 leaf_weight=3.4408561885356956 3.6508941352367428 4.2551129311323157 3.5158280730247489 3.5045212507247916 3.3156437426805478 3.2824505418539038 3.1471251547336578 3.3267022669315338 3.1261418908834457 3.3266961574554443 leaf_count=22 21 21 20 20 20 20 20 20 20 20 internal_value=0 -0.480989 0.581502 -0.548904 0.55139 -0.547587 -0.546859 0.550324 -0.546739 0.550387 internal_weight=0 20.7562 17.1358 16.5011 13.4849 12.9966 9.71412 9.96904 6.567 6.6534 internal_count=224 123 101 102 80 82 62 60 42 40 shrinkage=0.1 Tree=35 num_leaves=11 num_cat=0 split_feature=0 3 2 4 5 0 6 2 4 5 split_gain=10.5963 0.371256 0.0573894 0.000106128 4.34087e-05 2.03529e-05 2.94728e-07 7.91931e-08 1.93617e-09 1.9984e-14 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.20710000000000003 0.94305000000000005 0.16625000000000004 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 6 8 -6 -1 -9 right_child=2 -3 4 -5 7 -7 -8 9 -10 -11 leaf_value=0.054675516576772998 -0.069272310997288436 0.02176209066252709 -0.055441095346885738 0.055378754648904495 -0.055019801326314399 0.054973960662620613 0.054711099565656222 -0.055038724314192961 0.05467207848526761 -0.055038713411105347 leaf_weight=3.4408561885356956 3.6508941352367428 4.2551129311323157 3.5158280730247489 3.5045212507247916 3.3156437426805478 3.2824505418539038 3.1471251547336578 3.3267022669315338 3.1261418908834457 3.3266961574554443 leaf_count=22 21 21 20 20 20 20 20 20 20 20 internal_value=0 0.480989 -0.581502 0.548904 -0.55139 0.547587 0.546859 -0.550324 0.546739 -0.550387 internal_weight=0 20.7562 17.1358 16.5011 13.4849 12.9966 9.71412 9.96904 6.567 6.6534 internal_count=224 123 101 102 80 82 62 60 42 40 shrinkage=0.1 Tree=36 num_leaves=10 num_cat=0 split_feature=3 4 2 5 0 0 2 0 4 split_gain=9.48626 0.2029 0.00119481 0.000199707 2.18407e-05 9.85679e-06 8.24688e-06 1.64003e-07 1.04207e-09 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79870000000000008 0.57590000000000008 0.28220000000000006 0.91690000000000016 0.19285000000000005 0.49670000000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 5 -2 -5 7 -6 -1 -8 right_child=3 -3 -4 4 6 -7 8 -9 -10 leaf_value=-0.054216633603730913 0.055381601116478385 -0.02791540918439165 -0.056327705906022513 0.05474927502929388 0.054314860334872442 -0.054412169924185155 0.054511054602649094 -0.054187730668852935 0.05451352995906366 leaf_weight=3.2987938076257723 3.4343508929014233 3.4703506231307975 3.7148604691028586 3.2729256600141516 3.0608241707086545 2.9725158661603919 3.1880721151828766 4.8490344136953354 3.6451786756515503 leaf_count=23 20 20 20 21 21 20 21 34 24 internal_value=0 -0.49683 -0.54775 0.547025 0.545253 -0.542563 0.544513 -0.541994 0.545124 internal_weight=0 18.3056 14.8352 16.6014 13.167 11.1203 9.89407 8.14783 6.83325 internal_count=224 117 97 107 87 77 66 57 45 shrinkage=0.1 Tree=37 num_leaves=10 num_cat=0 split_feature=3 4 2 5 0 0 2 0 4 split_gain=9.48626 0.2029 0.00119481 0.000199707 2.18407e-05 9.85679e-06 8.24688e-06 1.64003e-07 1.04207e-09 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79870000000000008 0.57590000000000008 0.28220000000000006 0.91690000000000016 0.19285000000000005 0.49670000000000009 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 5 -2 -5 7 -6 -1 -8 right_child=3 -3 -4 4 6 -7 8 -9 -10 leaf_value=0.054216633603730913 -0.055381601116478385 0.02791540918439165 0.056327705906022513 -0.05474927502929388 -0.054314860334872442 0.054412169924185155 -0.054511054602649094 0.054187730668852935 -0.05451352995906366 leaf_weight=3.2987938076257723 3.4343508929014233 3.4703506231307975 3.7148604691028586 3.2729256600141516 3.0608241707086545 2.9725158661603919 3.1880721151828766 4.8490344136953354 3.6451786756515503 leaf_count=23 20 20 20 21 21 20 21 34 24 internal_value=0 0.49683 0.54775 -0.547025 -0.545253 0.542563 -0.544513 0.541994 -0.545124 internal_weight=0 18.3056 14.8352 16.6014 13.167 11.1203 9.89407 8.14783 6.83325 internal_count=224 117 97 107 87 77 66 57 45 shrinkage=0.1 Tree=38 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 6 0 4 split_gain=8.56775 0.358005 0.062849 0.000123387 2.24332e-05 1.05709e-05 1.2277e-07 4.46526e-08 9.4143e-10 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.20710000000000003 0.63805000000000012 0.16625000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 6 8 -6 -1 right_child=2 -3 4 -5 7 -7 -8 -9 -10 leaf_value=-0.053760566720233084 0.070305385098162115 -0.019542082387832671 0.054364020006476749 -0.054545429837464104 0.054032258943094214 -0.053995361896404373 -0.053785657456868335 0.054047641375706945 -0.053757938279936503 leaf_weight=2.8625173568725604 3.0534630343317977 3.857797071337699 2.9321741610765448 3.0510910749435416 2.899705767631529 2.7328723222017279 2.6166807115077972 5.4039727598428726 2.6007221937179565 leaf_count=22 21 21 20 20 21 20 20 39 20 internal_value=0 -0.464863 0.575835 -0.539838 0.541262 -0.538253 -0.537678 0.540423 -0.537593 internal_weight=0 17.7217 14.2893 13.8639 11.2359 10.8128 8.07992 8.30368 5.46324 internal_count=224 123 101 102 80 82 62 60 42 shrinkage=0.1 Tree=39 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 6 0 4 split_gain=8.56775 0.358005 0.062849 0.000123387 2.24332e-05 1.05709e-05 1.2277e-07 4.46526e-08 9.4143e-10 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.20710000000000003 0.63805000000000012 0.16625000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 6 8 -6 -1 right_child=2 -3 4 -5 7 -7 -8 -9 -10 leaf_value=0.053760566720233084 -0.070305385098162115 0.019542082387832671 -0.054364020006476749 0.054545429837464104 -0.054032258943094214 0.053995361896404373 0.053785657456868335 -0.054047641375706945 0.053757938279936503 leaf_weight=2.8625173568725604 3.0534630343317977 3.857797071337699 2.9321741610765448 3.0510910749435416 2.899705767631529 2.7328723222017279 2.6166807115077972 5.4039727598428726 2.6007221937179565 leaf_count=22 21 21 20 20 21 20 20 39 20 internal_value=0 0.464863 -0.575835 0.539838 -0.541262 0.538253 0.537678 -0.540423 0.537593 internal_weight=0 17.7217 14.2893 13.8639 11.2359 10.8128 8.07992 8.30368 5.46324 internal_count=224 123 101 102 80 82 62 60 42 shrinkage=0.1 Tree=40 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 3 0 3 5 split_gain=7.67132 0.438372 0.0593966 6.99561e-05 5.21742e-05 4.30732e-06 3.8786e-06 1.08217e-08 3.1748e-09 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 1.3569500000000001 0.27615000000000006 0.55255000000000021 0.9598500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 7 -1 -7 right_child=1 2 5 -5 -6 8 -8 -9 -10 leaf_value=-0.053383417930669676 0.017039116804645097 0.070388578246742481 0.053782699199717024 -0.054091429068310597 -0.053931554979960009 0.053627991733214864 -0.053526333061533454 -0.053374629122522235 0.053632446030042372 leaf_weight=2.4930565580725688 3.4432985335588446 2.7579850703477851 2.5837445855140668 3.0366343259811392 2.6902493461966506 2.6491193175315857 2.577843651175499 3.1983016952872276 4.0410451292991638 leaf_count=21 20 20 20 22 20 21 21 27 32 internal_value=0 0.485009 0.575046 -0.536667 -0.53549 0.53673 -0.534246 -0.533785 0.536307 internal_weight=0 15.4752 12.0319 13.9961 10.9595 9.27391 8.2692 5.69136 6.69016 internal_count=224 113 93 111 89 73 69 48 53 shrinkage=0.1 Tree=41 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 3 0 3 5 split_gain=7.67132 0.438372 0.0593966 6.99561e-05 5.21742e-05 4.30732e-06 3.8786e-06 1.08217e-08 3.1748e-09 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 1.3569500000000001 0.27615000000000006 0.55255000000000021 0.9598500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 7 -1 -7 right_child=1 2 5 -5 -6 8 -8 -9 -10 leaf_value=0.053383417930669676 -0.017039116804645097 -0.070388578246742481 -0.053782699199717024 0.054091429068310597 0.053931554979960009 -0.053627991733214864 0.053526333061533454 0.053374629122522235 -0.053632446030042372 leaf_weight=2.4930565580725688 3.4432985335588446 2.7579850703477851 2.5837445855140668 3.0366343259811392 2.6902493461966506 2.6491193175315857 2.577843651175499 3.1983016952872276 4.0410451292991638 leaf_count=21 20 20 20 22 20 21 21 27 32 internal_value=0 -0.485009 -0.575046 0.536667 0.53549 -0.53673 0.534246 0.533785 -0.536307 internal_weight=0 15.4752 12.0319 13.9961 10.9595 9.27391 8.2692 5.69136 6.69016 internal_count=224 113 93 111 89 73 69 48 53 shrinkage=0.1 Tree=42 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 6 0 4 split_gain=6.93442 0.321929 0.0516149 6.48244e-05 2.78628e-05 5.5788e-06 5.93799e-08 4.18855e-08 7.27237e-10 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.20710000000000003 0.63805000000000012 0.16625000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 6 8 -6 -1 right_child=2 -3 4 -5 7 -7 -8 -9 -10 leaf_value=-0.053035120479577959 0.069300693606535083 -0.019049462834992485 0.053647329993781113 -0.053658795121363401 0.053246860318358818 -0.053221874180749952 -0.053054031526574758 0.053263219528694866 -0.053032583620253385 leaf_weight=2.3739495575428027 2.5925788953900328 3.6280837953090659 2.4985295012593252 2.5376664921641341 2.4037108421325684 2.2681412696838379 2.1695994809269905 4.4859671145677567 2.1565355956554413 leaf_count=22 21 21 20 20 21 20 20 39 20 internal_value=0 -0.450226 0.568105 -0.532126 0.533613 -0.530863 -0.530404 0.532575 -0.530339 internal_weight=0 15.134 11.9808 11.5059 9.38821 8.96823 6.70008 6.88968 4.53049 internal_count=224 123 101 102 80 82 62 60 42 shrinkage=0.1 Tree=43 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 6 0 4 split_gain=6.93442 0.321929 0.0516149 6.48244e-05 2.78628e-05 5.5788e-06 5.93799e-08 4.18855e-08 7.27237e-10 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.20710000000000003 0.63805000000000012 0.16625000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 6 8 -6 -1 right_child=2 -3 4 -5 7 -7 -8 -9 -10 leaf_value=0.053035120479577959 -0.069300693606535083 0.019049462834992485 -0.053647329993781113 0.053658795121363401 -0.053246860318358818 0.053221874180749952 0.053054031526574758 -0.053263219528694866 0.053032583620253385 leaf_weight=2.3739495575428027 2.5925788953900328 3.6280837953090659 2.4985295012593252 2.5376664921641341 2.4037108421325684 2.2681412696838379 2.1695994809269905 4.4859671145677567 2.1565355956554413 leaf_count=22 21 21 20 20 21 20 20 39 20 internal_value=0 0.450226 -0.568105 0.532126 -0.533613 0.530863 0.530404 -0.532575 0.530339 internal_weight=0 15.134 11.9808 11.5059 9.38821 8.96823 6.70008 6.88968 4.53049 internal_count=224 123 101 102 80 82 62 60 42 shrinkage=0.1 Tree=44 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 4 split_gain=6.22516 0.230499 0.00120458 0.00030429 2.66235e-05 9.38991e-06 2.73523e-06 4.37648e-08 2.26771e-10 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 0.52930000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=-0.05274533458684677 0.054151330296163369 -0.020608649377129071 -0.055145995879816813 0.053255236538809529 0.052669559698743852 0.052932065024827106 -0.05286967472747172 -0.052727332526243058 0.052933455856282785 leaf_weight=2.2692474722862261 2.8168487325310698 2.6793012991547576 2.9614234864711761 2.2511535137891752 1.9021716266870496 2.1976302415132523 2.0474683195352554 3.3353758677840233 2.512639507651329 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 -0.468173 -0.534335 0.532459 0.529582 0.528571 -0.527708 -0.527346 0.529328 internal_weight=0 13.2928 10.6135 11.6804 8.86359 6.61244 7.65209 5.60462 4.71027 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=45 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 4 split_gain=6.22516 0.230499 0.00120458 0.00030429 2.66235e-05 9.38991e-06 2.73523e-06 4.37648e-08 2.26771e-10 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 0.52930000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=0.05274533458684677 -0.054151330296163369 0.020608649377129071 0.055145995879816813 -0.053255236538809529 -0.052669559698743852 -0.052932065024827106 0.05286967472747172 0.052727332526243058 -0.052933455856282785 leaf_weight=2.2692474722862261 2.8168487325310698 2.6793012991547576 2.9614234864711761 2.2511535137891752 1.9021716266870496 2.1976302415132523 2.0474683195352554 3.3353758677840233 2.512639507651329 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 0.468173 0.534335 -0.532459 -0.529582 -0.528571 0.527708 0.527346 -0.529328 internal_weight=0 13.2928 10.6135 11.6804 8.86359 6.61244 7.65209 5.60462 4.71027 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=46 num_leaves=9 num_cat=0 split_feature=0 3 2 4 5 0 0 0 split_gain=5.64971 0.309913 0.0537027 7.26526e-05 1.48276e-05 2.94327e-06 2.9792e-08 2.76682e-08 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.19285000000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 -1 right_child=2 -3 4 -5 6 -7 -8 -9 leaf_value=-0.052469092174303004 0.07046673069720498 -0.017099513782708849 0.052946109835130276 -0.053148225849152533 0.052623841854390944 -0.052604803349358104 0.052639007937952224 -0.052454474389629482 leaf_weight=2.0624716952443141 2.1832278892397863 3.2892499938607207 2.0712231323122978 2.2237275317311287 1.9887412935495374 1.876927353441715 3.7144108489155769 3.4789972603321075 leaf_count=23 21 21 20 20 21 20 39 39 internal_value=0 -0.43605 0.566086 -0.526469 0.527169 -0.524966 0.526337 -0.524599 internal_weight=0 12.9314 9.9576 9.64212 7.77438 7.4184 5.70315 5.54147 internal_count=224 123 101 102 80 82 60 62 shrinkage=0.1 Tree=47 num_leaves=9 num_cat=0 split_feature=0 3 2 4 5 0 0 0 split_gain=5.64971 0.309913 0.0537027 7.26526e-05 1.48276e-05 2.94327e-06 2.9792e-08 2.76682e-08 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.19285000000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 -1 right_child=2 -3 4 -5 6 -7 -8 -9 leaf_value=0.052469092174303004 -0.07046673069720498 0.017099513782708849 -0.052946109835130276 0.053148225849152533 -0.052623841854390944 0.052604803349358104 -0.052639007937952224 0.052454474389629482 leaf_weight=2.0624716952443141 2.1832278892397863 3.2892499938607207 2.0712231323122978 2.2237275317311287 1.9887412935495374 1.876927353441715 3.7144108489155769 3.4789972603321075 leaf_count=23 21 21 20 20 21 20 39 39 internal_value=0 0.43605 -0.566086 0.526469 -0.527169 0.524966 -0.526337 0.524599 internal_weight=0 12.9314 9.9576 9.64212 7.77438 7.4184 5.70315 5.54147 internal_count=224 123 101 102 80 82 60 62 shrinkage=0.1 Tree=48 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 3 0 5 3 split_gain=5.07106 0.405373 0.0459612 5.62679e-05 3.04831e-05 7.30948e-06 1.09039e-06 3.36478e-09 3.09072e-09 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 1.3569500000000001 0.27615000000000006 0.9598500000000002 0.55255000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=-0.052215865931028477 0.012608603737272737 0.069501428235577908 0.052609839949131001 -0.052929813399416485 -0.052702555517635412 0.052369076837121102 -0.052307401077961592 0.052374617164713588 -0.052210188896500448 leaf_weight=1.7065793871879598 2.7718842029571524 2.0966925397515279 1.808340825140476 2.2373760044574738 1.9285039529204366 1.8140358254313467 1.7661048322916029 2.7701397910714149 2.189182847738266 leaf_count=21 20 20 20 22 20 21 21 32 27 internal_value=0 0.45812 0.566536 -0.524891 -0.523592 0.524396 -0.522422 0.523724 -0.522127 internal_weight=0 11.2611 8.48921 9.82775 7.59037 6.39252 5.66187 4.58418 3.89576 internal_count=224 113 93 111 89 73 69 53 48 shrinkage=0.1 Tree=49 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 3 0 5 3 split_gain=5.07106 0.405373 0.0459612 5.62679e-05 3.04831e-05 7.30948e-06 1.09039e-06 3.36478e-09 3.09072e-09 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 1.3569500000000001 0.27615000000000006 0.9598500000000002 0.55255000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=0.052215865931028477 -0.012608603737272737 -0.069501428235577908 -0.052609839949131001 0.052929813399416485 0.052702555517635412 -0.052369076837121102 0.052307401077961592 -0.052374617164713588 0.052210188896500448 leaf_weight=1.7065793871879598 2.7718842029571524 2.0966925397515279 1.808340825140476 2.2373760044574738 1.9285039529204366 1.8140358254313467 1.7661048322916029 2.7701397910714149 2.189182847738266 leaf_count=21 20 20 20 22 20 21 21 32 27 internal_value=0 -0.45812 -0.566536 0.524891 0.523592 -0.524396 0.522422 -0.523724 0.522127 internal_weight=0 11.2611 8.48921 9.82775 7.59037 6.39252 5.66187 4.58418 3.89576 internal_count=224 113 93 111 89 73 69 53 48 shrinkage=0.1 Tree=50 num_leaves=9 num_cat=0 split_feature=0 3 2 4 5 0 0 0 split_gain=4.5856 0.279901 0.0396543 3.87135e-05 1.67544e-05 1.57244e-06 2.31702e-08 1.48675e-08 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.19285000000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 -1 right_child=2 -3 4 -5 6 -7 -8 -9 leaf_value=-0.05200228904645729 0.068745839163821792 -0.016727736132717479 0.052495020048781399 -0.05254738594333324 0.052124154867345396 -0.052111419755342531 0.052138877282537827 -0.051990495597075095 leaf_weight=1.7027079164981858 1.8753928951919059 3.099647156894207 1.764780059456825 1.8406321629881857 1.6404859572649 1.5502759739756582 3.0685086995363235 2.8719296827912331 leaf_count=23 21 21 20 20 21 20 39 39 internal_value=0 -0.422239 0.559415 -0.521452 0.522322 -0.520244 0.521337 -0.519949 internal_weight=0 11.0652 8.34917 7.96555 6.47377 6.12491 4.70899 4.57464 internal_count=224 123 101 102 80 82 60 62 shrinkage=0.1 Tree=51 num_leaves=9 num_cat=0 split_feature=0 3 2 4 5 0 0 0 split_gain=4.5856 0.279901 0.0396543 3.87135e-05 1.67544e-05 1.57244e-06 2.31702e-08 1.48675e-08 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.19285000000000005 decision_type=2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 -1 right_child=2 -3 4 -5 6 -7 -8 -9 leaf_value=0.05200228904645729 -0.068745839163821792 0.016727736132717479 -0.052495020048781399 0.05254738594333324 -0.052124154867345396 0.052111419755342531 -0.052138877282537827 0.051990495597075095 leaf_weight=1.7027079164981858 1.8753928951919059 3.099647156894207 1.764780059456825 1.8406321629881857 1.6404859572649 1.5502759739756582 3.0685086995363235 2.8719296827912331 leaf_count=23 21 21 20 20 21 20 39 39 internal_value=0 0.422239 -0.559415 0.521452 -0.522322 0.520244 -0.521337 0.519949 internal_weight=0 11.0652 8.34917 7.96555 6.47377 6.12491 4.70899 4.57464 internal_count=224 123 101 102 80 82 60 62 shrinkage=0.1 Tree=52 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 2 split_gain=4.15839 0.239468 0.00102161 0.000392574 1.47075e-05 4.39789e-06 7.81549e-07 1.18e-08 1.52443e-10 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0328500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=-0.051805359035297906 0.053523596499201111 -0.014471171444183842 -0.054323063081003348 0.052220306707571745 0.051705034381102702 0.051925684338017114 -0.051886028487232928 -0.051794037554826894 0.05192706461832694 leaf_weight=1.5469260960817357 2.1781445443630201 2.1026512905955315 2.3773778453469276 1.5725598633289335 1.2447033077478407 1.4998196437954905 1.3970099687576292 2.2737884074449539 1.7152204066514967 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 -0.443368 -0.526049 0.523729 0.519574 0.518646 -0.51822 -0.517986 0.519264 internal_weight=0 9.69775 7.5951 8.21045 6.0323 4.45974 5.21772 3.82071 3.21504 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=53 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 2 split_gain=4.15839 0.239468 0.00102161 0.000392574 1.47075e-05 4.39789e-06 7.81549e-07 1.18e-08 1.52443e-10 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0328500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=0.051805359035297906 -0.053523596499201111 0.014471171444183842 0.054323063081003348 -0.052220306707571745 -0.051705034381102702 -0.051925684338017114 0.051886028487232928 0.051794037554826894 -0.05192706461832694 leaf_weight=1.5469260960817357 2.1781445443630201 2.1026512905955315 2.3773778453469276 1.5725598633289335 1.2447033077478407 1.4998196437954905 1.3970099687576292 2.2737884074449539 1.7152204066514967 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 0.443368 0.526049 -0.523729 -0.519574 -0.518646 0.51822 0.517986 -0.519264 internal_weight=0 9.69775 7.5951 8.21045 6.0323 4.45974 5.21772 3.82071 3.21504 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=54 num_leaves=10 num_cat=0 split_feature=1 2 4 2 4 0 2 5 1 split_gain=3.76798 0.0987417 0.0922908 0.036769 3.75488e-05 6.2887e-07 6.80949e-09 2.30202e-09 8.06512e-10 threshold=0.87730000000000008 0.29185000000000005 0.29250000000000004 0.85085000000000011 0.31945000000000007 0.28220000000000006 0.14815000000000003 0.91005000000000014 1.1612500000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 4 -2 -4 5 6 -1 -5 -9 right_child=2 -3 3 7 -6 -7 -8 8 -10 leaf_value=-0.051625563973033278 0.030600864752213464 -0.027683169673548808 0.069296169878064751 0.05173061694608197 -0.052201970718359025 -0.051700627959671779 -0.051616236012678479 0.051733707148633859 0.051737024572795491 leaf_weight=1.2196772433817407 1.7764981910586346 2.3225764110684395 1.6434992626309393 1.358064033091068 1.6056409254670141 1.3319853730499742 2.1838852576911449 1.2955533713102343 1.6872383877635 leaf_count=20 20 20 20 21 20 21 36 20 26 internal_value=0 -0.453231 0.506156 0.565572 -0.517841 -0.516424 -0.516196 0.51734 0.517356 internal_weight=0 8.66377 7.76085 5.98436 6.34119 4.73555 3.40356 4.34086 2.98279 internal_count=224 117 107 87 97 77 56 67 46 shrinkage=0.1 Tree=55 num_leaves=10 num_cat=0 split_feature=1 2 4 2 4 0 2 5 1 split_gain=3.76798 0.0987417 0.0922908 0.036769 3.75488e-05 6.2887e-07 6.80949e-09 2.30202e-09 8.06512e-10 threshold=0.87730000000000008 0.29185000000000005 0.29250000000000004 0.85085000000000011 0.31945000000000007 0.28220000000000006 0.14815000000000003 0.91005000000000014 1.1612500000000001 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 4 -2 -4 5 6 -1 -5 -9 right_child=2 -3 3 7 -6 -7 -8 8 -10 leaf_value=0.051625563973033278 -0.030600864752213464 0.027683169673548808 -0.069296169878064751 -0.05173061694608197 0.052201970718359025 0.051700627959671779 0.051616236012678479 -0.051733707148633859 -0.051737024572795491 leaf_weight=1.2196772433817407 1.7764981910586346 2.3225764110684395 1.6434992626309393 1.358064033091068 1.6056409254670141 1.3319853730499742 2.1838852576911449 1.2955533713102343 1.6872383877635 leaf_count=20 20 20 20 21 20 21 36 20 26 internal_value=0 0.453231 -0.506156 -0.565572 0.517841 0.516424 0.516196 -0.51734 -0.517356 internal_weight=0 8.66377 7.76085 5.98436 6.34119 4.73555 3.40356 4.34086 2.98279 internal_count=224 117 107 87 97 77 56 67 46 shrinkage=0.1 Tree=56 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 2 split_gain=3.39527 0.238278 0.0007467 0.000323459 1.2151e-05 3.07661e-06 6.75151e-07 6.15337e-09 8.19785e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0328500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=-0.051467852658836667 0.053140308931643024 -0.0120991353269335 -0.053791011269971781 0.05186218871955111 0.051360052945684166 0.051565118390500875 -0.051551704267440435 -0.051458844903316092 0.051566233341573842 leaf_weight=1.2742842696607097 1.8886529281735427 1.9237288311123846 2.0871538184583187 1.3309975527226923 1.002638600766659 1.2360992059111597 1.1613001786172388 1.8731253296136854 1.4136338494718073 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 -0.429572 -0.522386 0.520259 0.516035 0.515093 -0.514865 -0.514625 0.515657 internal_weight=0 8.31959 6.39586 6.87202 4.98337 3.65237 4.30871 3.14741 2.64973 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=57 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 2 split_gain=3.39527 0.238278 0.0007467 0.000323459 1.2151e-05 3.07661e-06 6.75151e-07 6.15337e-09 8.19785e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0328500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=0.051467852658836667 -0.053140308931643024 0.0120991353269335 0.053791011269971781 -0.05186218871955111 -0.051360052945684166 -0.051565118390500875 0.051551704267440435 0.051458844903316092 -0.051566233341573842 leaf_weight=1.2742842696607097 1.8886529281735427 1.9237288311123846 2.0871538184583187 1.3309975527226923 1.002638600766659 1.2360992059111597 1.1613001786172388 1.8731253296136854 1.4136338494718073 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 0.429572 0.522386 -0.520259 -0.516035 -0.515093 0.514865 0.514625 -0.515657 internal_weight=0 8.31959 6.39586 6.87202 4.98337 3.65237 4.30871 3.14741 2.64973 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=58 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=3.11848 0.239362 0.0349719 4.05265e-05 7.20687e-06 6.25108e-07 2.80304e-08 1.39255e-08 1.00777e-10 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=-0.051317340499663161 0.069574406326260524 -0.014333543368508736 0.051690348331587692 -0.051958732162513004 0.051392035542612395 -0.051410204963662935 0.051411736846802385 -0.051330970627236322 -0.051315953396848392 leaf_weight=1.10050594434142 1.4101391844451434 2.5060265064239502 1.2241240851581094 1.4431855641305444 1.1054255776107313 1.0612549148499963 2.0829655714333057 1.009832192212343 0.9994581714272498 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 -0.400313 0.558652 -0.51502 0.514841 -0.513439 0.514049 -0.513213 -0.513167 internal_weight=0 8.12026 5.82265 5.61424 4.41252 4.17105 3.18839 3.1098 2.09996 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=59 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=3.11848 0.239362 0.0349719 4.05265e-05 7.20687e-06 6.25108e-07 2.80304e-08 1.39255e-08 1.00777e-10 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=0.051317340499663161 -0.069574406326260524 0.014333543368508736 -0.051690348331587692 0.051958732162513004 -0.051392035542612395 0.051410204963662935 -0.051411736846802385 0.051330970627236322 0.051315953396848392 leaf_weight=1.10050594434142 1.4101391844451434 2.5060265064239502 1.2241240851581094 1.4431855641305444 1.1054255776107313 1.0612549148499963 2.0829655714333057 1.009832192212343 0.9994581714272498 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 0.400313 -0.558652 0.51502 -0.514841 0.513439 -0.514049 0.513213 0.513167 internal_weight=0 8.12026 5.82265 5.61424 4.41252 4.17105 3.18839 3.1098 2.09996 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=60 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 6 0 0 3 split_gain=2.81293 0.324602 0.0255758 3.05923e-05 1.69167e-05 4.28072e-06 2.84075e-07 4.79675e-09 4.81307e-10 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 0.2708000000000001 0.27615000000000006 0.66810000000000014 0.55255000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=-0.051191008329962373 0.0082713966054888694 0.066988398191517459 0.051509777600072616 -0.051862535492795063 -0.05164927717109688 0.051263692672716459 -0.051253775547516589 0.05127255126346756 -0.051188012522160348 leaf_weight=0.95436374843120642 1.9959264099597926 1.4714002907276151 1.0385884940624239 1.4360196404159067 1.2076613940298555 1.0096915923058989 0.9967813529074192 1.5489580966532228 1.2241869457066057 leaf_count=21 20 20 20 22 20 21 21 32 27 internal_value=0 0.424305 0.558816 -0.51462 -0.513307 0.513386 -0.512096 0.512691 -0.511893 internal_weight=0 7.06456 5.06864 5.81901 4.38299 3.59724 3.17533 2.55865 2.17855 internal_count=224 113 93 111 89 73 69 53 48 shrinkage=0.1 Tree=61 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 6 0 0 3 split_gain=2.81293 0.324602 0.0255758 3.05923e-05 1.69167e-05 4.28072e-06 2.84075e-07 4.79675e-09 4.81307e-10 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 0.2708000000000001 0.27615000000000006 0.66810000000000014 0.55255000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=0.051191008329962373 -0.0082713966054888694 -0.066988398191517459 -0.051509777600072616 0.051862535492795063 0.05164927717109688 -0.051263692672716459 0.051253775547516589 -0.05127255126346756 0.051188012522160348 leaf_weight=0.95436374843120642 1.9959264099597926 1.4714002907276151 1.0385884940624239 1.4360196404159067 1.2076613940298555 1.0096915923058989 0.9967813529074192 1.5489580966532228 1.2241869457066057 leaf_count=21 20 20 20 22 20 21 21 32 27 internal_value=0 -0.424305 -0.558816 0.51462 0.513307 -0.513386 0.512096 -0.512691 0.511893 internal_weight=0 7.06456 5.06864 5.81901 4.38299 3.59724 3.17533 2.55865 2.17855 internal_count=224 113 93 111 89 73 69 53 48 shrinkage=0.1 Tree=62 num_leaves=11 num_cat=0 split_feature=0 3 2 4 5 0 2 6 1 6 split_gain=2.53187 0.216278 0.0223566 2.18651e-05 7.25312e-06 3.3808e-07 1.70228e-08 7.13118e-09 1.93188e-10 7.46215e-11 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.94305000000000005 0.20710000000000003 1.1947500000000002 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 9 -8 -1 right_child=2 -3 4 -5 6 -7 8 -9 -10 -11 leaf_value=-0.051073153363369074 0.066811153421584585 -0.014053934774806199 0.051455221229627139 -0.051592056310477898 0.051132175485092961 -0.051148264169717197 0.05114826606889962 -0.051083804453920079 0.051150363135299685 -0.051071837149553795 leaf_weight=0.90510558709502276 1.2302472349256275 2.3679178133606911 1.0450802333652975 1.1896905675530431 0.8645170480012897 0.87294843420386303 0.87781940400600411 0.83028724789619424 0.87936054542660702 0.82185265049338341 leaf_count=22 21 21 20 20 20 20 20 20 20 20 internal_value=0 -0.386275 0.551462 -0.512227 0.512325 -0.510945 0.511437 -0.510762 0.511493 -0.510725 internal_weight=0 6.9878 4.89702 4.61988 3.66678 3.43019 2.6217 2.55725 1.75718 1.72696 internal_count=224 123 101 102 80 82 60 62 40 42 shrinkage=0.1 Tree=63 num_leaves=11 num_cat=0 split_feature=0 3 2 4 5 0 2 6 1 6 split_gain=2.53187 0.216278 0.0223566 2.18651e-05 7.25312e-06 3.3808e-07 1.70228e-08 7.13118e-09 1.93188e-10 7.46215e-11 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.94305000000000005 0.20710000000000003 1.1947500000000002 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 9 -8 -1 right_child=2 -3 4 -5 6 -7 8 -9 -10 -11 leaf_value=0.051073153363369074 -0.066811153421584585 0.014053934774806199 -0.051455221229627139 0.051592056310477898 -0.051132175485092961 0.051148264169717197 -0.05114826606889962 0.051083804453920079 -0.051150363135299685 0.051071837149553795 leaf_weight=0.90510558709502276 1.2302472349256275 2.3679178133606911 1.0450802333652975 1.1896905675530431 0.8645170480012897 0.87294843420386303 0.87781940400600411 0.83028724789619424 0.87936054542660702 0.82185265049338341 leaf_count=22 21 21 20 20 20 20 20 20 20 20 internal_value=0 0.386275 -0.551462 0.512227 -0.512325 0.510945 -0.511437 0.510762 -0.511493 0.510725 internal_weight=0 6.9878 4.89702 4.61988 3.66678 3.43019 2.6217 2.55725 1.75718 1.72696 internal_count=224 123 101 102 80 82 60 62 40 42 shrinkage=0.1 Tree=64 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 5 split_gain=2.32428 0.219883 0.000560473 0.000323853 6.1411e-06 1.12681e-06 1.98191e-07 1.70392e-09 4.07193e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0289000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=-0.050973770553792708 0.05284963330743378 -0.0080378226367683776 -0.053274262048386513 0.051299132632211045 0.050884653643237236 0.051037528785008661 -0.051029100015471507 -0.050968006870902575 0.051038487800860705 leaf_weight=0.8618282452225694 1.4914807341992853 1.5268045477569101 1.692048445343971 0.92877418547868773 0.65320200286805663 0.7966162376105782 0.78593995049595822 1.2669528089463709 0.9966570772230624 leaf_count=23 22 20 20 20 20 20 20 34 25 internal_value=0 -0.409264 -0.518266 0.516225 0.510802 0.509971 -0.509862 -0.509703 0.510381 internal_weight=0 6.13357 4.60677 4.86673 3.37525 2.44648 2.91472 2.12878 1.79327 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=65 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 5 split_gain=2.32428 0.219883 0.000560473 0.000323853 6.1411e-06 1.12681e-06 1.98191e-07 1.70392e-09 4.07193e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0289000000000004 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=0.050973770553792708 -0.05284963330743378 0.0080378226367683776 0.053274262048386513 -0.051299132632211045 -0.050884653643237236 -0.051037528785008661 0.051029100015471507 0.050968006870902575 -0.051038487800860705 leaf_weight=0.8618282452225694 1.4914807341992853 1.5268045477569101 1.692048445343971 0.92877418547868773 0.65320200286805663 0.7966162376105782 0.78593995049595822 1.2669528089463709 0.9966570772230624 leaf_count=23 22 20 20 20 20 20 20 34 25 internal_value=0 0.409264 0.518266 -0.516225 -0.510802 -0.509971 0.509862 0.509703 -0.510381 internal_weight=0 6.13357 4.60677 4.86673 3.37525 2.44648 2.91472 2.12878 1.79327 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=66 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 6 0 0 3 split_gain=2.08818 0.29006 0.01704 1.74781e-05 1.20132e-05 3.23201e-06 1.1351e-07 2.6378e-09 1.93132e-10 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 0.2708000000000001 0.27615000000000006 0.66810000000000014 0.55255000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=-0.050876626811833338 0.0063005259750553398 0.065220279340991075 0.051174154748285718 -0.051466111172459361 -0.051309414082039553 0.050928576446175725 -0.050922582372563856 0.050936187966110484 -0.050874428411632602 leaf_weight=0.71115533262491293 1.7304496616125105 1.2274138517677786 0.78615189343690894 1.1325966306030748 0.96131726726889621 0.75172455981373776 0.74299217388033856 1.1546335928142069 0.9121965616941452 leaf_count=21 20 20 20 22 20 21 21 32 27 internal_value=0 0.404013 0.554551 -0.511268 -0.510113 0.510035 -0.508902 0.509332 -0.508754 internal_weight=0 5.65037 3.91992 4.46026 3.32766 2.69251 2.36634 1.90636 1.62335 internal_count=224 113 93 111 89 73 69 53 48 shrinkage=0.1 Tree=67 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 6 0 0 3 split_gain=2.08818 0.29006 0.01704 1.74781e-05 1.20132e-05 3.23201e-06 1.1351e-07 2.6378e-09 1.93132e-10 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 0.2708000000000001 0.27615000000000006 0.66810000000000014 0.55255000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=0.050876626811833338 -0.0063005259750553398 -0.065220279340991075 -0.051174154748285718 0.051466111172459361 0.051309414082039553 -0.050928576446175725 0.050922582372563856 -0.050936187966110484 0.050874428411632602 leaf_weight=0.71115533262491293 1.7304496616125105 1.2274138517677786 0.78615189343690894 1.1325966306030748 0.96131726726889621 0.75172455981373776 0.74299217388033856 1.1546335928142069 0.9121965616941452 leaf_count=21 20 20 20 22 20 21 21 32 27 internal_value=0 -0.404013 -0.554551 0.511268 0.510113 -0.510035 0.508902 -0.509332 0.508754 internal_weight=0 5.65037 3.91992 4.46026 3.32766 2.69251 2.36634 1.90636 1.62335 internal_count=224 113 93 111 89 73 69 53 48 shrinkage=0.1 Tree=68 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=1.90202 0.180436 0.0148576 1.53303e-05 5.1412e-06 1.34446e-07 8.55568e-09 2.22399e-09 3.85951e-11 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=-0.050790384942912874 0.065061162786819546 -0.013577242215119476 0.051140930092287595 -0.051274031053016179 0.050832292428097274 -0.050844907760551318 0.050846212721192212 -0.05079716381019822 -0.050789288009590663 leaf_weight=0.67405943945050317 1.0181369353085759 2.045135609805584 0.8112391754984859 0.96201105974614609 0.67500788532197453 0.64996779151260842 1.2764857374131677 0.61762808449566353 0.61195383220911037 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 -0.371948 0.547349 -0.509338 0.509294 -0.508056 0.508414 -0.507922 -0.507899 internal_weight=0 5.56076 3.78087 3.51562 2.76273 2.55361 1.95149 1.90364 1.28601 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=69 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=1.90202 0.180436 0.0148576 1.53303e-05 5.1412e-06 1.34446e-07 8.55568e-09 2.22399e-09 3.85951e-11 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=0.050790384942912874 -0.065061162786819546 0.013577242215119476 -0.051140930092287595 0.051274031053016179 -0.050832292428097274 0.050844907760551318 -0.050846212721192212 0.05079716381019822 0.050789288009590663 leaf_weight=0.67405943945050317 1.0181369353085759 2.045135609805584 0.8112391754984859 0.96201105974614609 0.67500788532197453 0.64996779151260842 1.2764857374131677 0.61762808449566353 0.61195383220911037 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 0.371948 -0.547349 0.509338 -0.509294 0.508056 -0.508414 0.507922 0.507899 internal_weight=0 5.56076 3.78087 3.51562 2.76273 2.55361 1.95149 1.90364 1.28601 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=70 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 5 split_gain=1.75549 0.199944 0.000415161 0.000252309 4.30051e-06 4.94415e-07 7.95235e-08 6.5523e-10 2.34104e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0390500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=-0.050717442538977656 0.052561222028779747 -0.0058715033382479333 -0.052923052398743543 0.051022061078875608 0.050645861535770088 0.050764120972868435 -0.050758115643351337 -0.050713299590825503 0.050764960362974156 leaf_weight=0.64140370488166876 1.2302530854940417 1.302688483148813 1.4262994471937416 0.72162470221519504 0.47594066709279997 0.62268131971359231 0.58514277637004841 0.94298703968524933 0.71239751391112804 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 -0.394376 -0.515978 0.513863 0.508156 0.507334 -0.507266 -0.50715 0.507646 internal_weight=0 4.89852 3.59583 3.7629 2.53264 1.81102 2.16953 1.58439 1.33508 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=71 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 5 split_gain=1.75549 0.199944 0.000415161 0.000252309 4.30051e-06 4.94415e-07 7.95235e-08 6.5523e-10 2.34104e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0390500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=0.050717442538977656 -0.052561222028779747 0.0058715033382479333 0.052923052398743543 -0.051022061078875608 -0.050645861535770088 -0.050764120972868435 0.050758115643351337 0.050713299590825503 -0.050764960362974156 leaf_weight=0.64140370488166876 1.2302530854940417 1.302688483148813 1.4262994471937416 0.72162470221519504 0.47594066709279997 0.62268131971359231 0.58514277637004841 0.94298703968524933 0.71239751391112804 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 0.394376 0.515978 -0.513863 -0.508156 -0.507334 0.507266 0.50715 -0.507646 internal_weight=0 4.89852 3.59583 3.7629 2.53264 1.81102 2.16953 1.58439 1.33508 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=72 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 5 split_gain=1.56658 0.197221 0.000306705 0.000187134 3.17503e-06 3.64194e-07 5.86808e-08 4.83341e-10 1.73159e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0390500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=-0.050648238298282078 0.052314546255822228 -0.0053182652780609432 -0.052637591222277506 0.050923178015864261 0.050583714085931097 0.050690349765983439 -0.050684943981121382 -0.050644500006478382 0.050691108164682676 leaf_weight=0.58111871033906959 1.1181603949517014 1.2948167920112608 1.2972110323607919 0.65415639802813563 0.43115110136568535 0.56420359574258316 0.5301845259964465 0.85435009188950062 0.64549527131021023 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 -0.3834 -0.514441 0.512537 0.507369 0.506626 -0.506565 -0.50646 0.506908 internal_weight=0 4.55768 3.26286 3.41317 2.29501 1.64085 1.96565 1.43547 1.2097 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=73 num_leaves=10 num_cat=0 split_feature=3 4 2 0 5 2 0 0 5 split_gain=1.56658 0.197221 0.000306705 0.000187134 3.17503e-06 3.64194e-07 5.86808e-08 4.83341e-10 1.73159e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.53415000000000012 0.82615000000000005 0.90680000000000016 0.28220000000000006 0.19285000000000005 1.0390500000000003 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=0.050648238298282078 -0.052314546255822228 0.0053182652780609432 0.052637591222277506 -0.050923178015864261 -0.050583714085931097 -0.050690349765983439 0.050684943981121382 0.050644500006478382 -0.050691108164682676 leaf_weight=0.58111871033906959 1.1181603949517014 1.2948167920112608 1.2972110323607919 0.65415639802813563 0.43115110136568535 0.56420359574258316 0.5301845259964465 0.85435009188950062 0.64549527131021023 leaf_count=23 22 20 20 20 20 21 20 34 24 internal_value=0 0.3834 0.514441 -0.512537 -0.507369 -0.506626 0.506565 0.50646 -0.506908 internal_weight=0 4.55768 3.26286 3.41317 2.29501 1.64085 1.96565 1.43547 1.2097 internal_count=224 117 97 107 85 65 77 57 45 shrinkage=0.1 Tree=74 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=1.45728 0.156251 0.0132488 1.64619e-05 2.06721e-06 5.35058e-08 4.43984e-09 5.88814e-10 1.57261e-11 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=-0.050583017496967732 0.065505390369049801 -0.012091742236245458 0.050840198902282807 -0.051123468676857686 0.05061242011214493 -0.050622587373951457 0.050624054972241039 -0.05058698959711682 -0.050582205549489258 leaf_weight=0.50129688717424892 0.85381220187991891 1.6866698712110517 0.60407033376395736 0.84958592057228066 0.50101288780570008 0.48313091509044159 0.94964641518890847 0.45859025232493877 0.45510158687829966 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 -0.360506 0.550354 -0.507576 0.506848 -0.505939 0.5062 -0.50584 -0.505826 internal_weight=0 4.43438 2.90854 2.74771 2.05473 1.89812 1.45066 1.41499 0.956398 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=75 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=1.45728 0.156251 0.0132488 1.64619e-05 2.06721e-06 5.35058e-08 4.43984e-09 5.88814e-10 1.57261e-11 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=0.050583017496967732 -0.065505390369049801 0.012091742236245458 -0.050840198902282807 0.051123468676857686 -0.05061242011214493 0.050622587373951457 -0.050624054972241039 0.05058698959711682 0.050582205549489258 leaf_weight=0.50129688717424892 0.85381220187991891 1.6866698712110517 0.60407033376395736 0.84958592057228066 0.50101288780570008 0.48313091509044159 0.94964641518890847 0.45859025232493877 0.45510158687829966 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 0.360506 -0.550354 0.507576 -0.506848 0.505939 -0.5062 0.50584 0.505826 internal_weight=0 4.43438 2.90854 2.74771 2.05473 1.89812 1.45066 1.41499 0.956398 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=76 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 6 0 0 3 split_gain=1.30345 0.229158 0.00828643 7.38038e-06 7.24649e-06 2.2735e-06 2.48438e-08 9.34977e-10 4.25011e-11 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 0.2708000000000001 0.27615000000000006 0.66810000000000014 0.55255000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=-0.050527873355184244 0.0036701132511328125 0.062389776358923378 0.050816544577944316 -0.051022230613998312 -0.050932480039757658 0.0505575994448762 -0.050555384080345184 0.050563402205094803 -0.050526553462809626 leaf_weight=0.43416289798915447 1.315908217802644 0.9393418608233336 0.49750874005258072 0.78002935834228981 0.67700730264186848 0.45803745836019488 0.45375574566423887 0.70514447428286076 0.55688461102545261 leaf_count=21 20 20 20 22 20 21 21 32 27 internal_value=0 0.376738 0.548835 -0.507592 -0.506625 0.506376 -0.50536 0.505611 -0.505271 internal_weight=0 3.91594 2.60003 2.90184 2.12181 1.66069 1.4448 1.16318 0.991048 internal_count=224 113 93 111 89 73 69 53 48 shrinkage=0.1 Tree=77 num_leaves=10 num_cat=0 split_feature=3 5 3 2 5 6 0 0 3 split_gain=1.30345 0.229158 0.00828643 7.38038e-06 7.24649e-06 2.2735e-06 2.48438e-08 9.34977e-10 4.25011e-11 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.26590000000000008 0.76155000000000006 0.2708000000000001 0.27615000000000006 0.66810000000000014 0.55255000000000021 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=0.050527873355184244 -0.0036701132511328125 -0.062389776358923378 -0.050816544577944316 0.051022230613998312 0.050932480039757658 -0.0505575994448762 0.050555384080345184 -0.050563402205094803 0.050526553462809626 leaf_weight=0.43416289798915447 1.315908217802644 0.9393418608233336 0.49750874005258072 0.78002935834228981 0.67700730264186848 0.45803745836019488 0.45375574566423887 0.70514447428286076 0.55688461102545261 leaf_count=21 20 20 20 22 20 21 21 32 27 internal_value=0 -0.376738 -0.548835 0.507592 0.506625 -0.506376 0.50536 -0.505611 0.505271 internal_weight=0 3.91594 2.60003 2.90184 2.12181 1.66069 1.4448 1.16318 0.991048 internal_count=224 113 93 111 89 73 69 53 48 shrinkage=0.1 Tree=78 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 0 2 0 5 split_gain=1.19352 0.173715 0.000222049 0.000146152 4.72138e-06 2.3656e-08 2.07462e-08 1.85952e-10 6.12369e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79330000000000012 0.26075000000000004 0.28220000000000006 0.91690000000000016 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 5 -2 -5 7 -6 -1 -8 right_child=3 -3 -4 4 6 -7 8 -9 -10 leaf_value=-0.05047844738374805 0.052247748892068839 -0.0038102915795038997 -0.052367162995175659 0.050827580298449748 0.050479497195504368 -0.050505518302203747 0.050507400337075209 -0.050475757524362355 0.050509153531868148 leaf_weight=0.43179947882890768 0.7873590756207709 1.1026978977024553 1.097070252522826 0.70273849181830872 0.36523062642663695 0.39406525343656529 0.39777983166277409 0.63488787598907948 0.39913924038410187 leaf_count=23 20 20 20 27 20 20 20 34 20 internal_value=0 -0.369886 -0.51292 0.511053 0.50623 -0.504846 0.504992 -0.504768 0.505083 internal_weight=0 3.66052 2.55782 2.65225 1.86489 1.46075 1.16215 1.06669 0.796919 internal_count=224 117 97 107 87 77 60 57 40 shrinkage=0.1 Tree=79 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 0 2 0 5 split_gain=1.19352 0.173715 0.000222049 0.000146152 4.72138e-06 2.3656e-08 2.07462e-08 1.85952e-10 6.12369e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79330000000000012 0.26075000000000004 0.28220000000000006 0.91690000000000016 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 5 -2 -5 7 -6 -1 -8 right_child=3 -3 -4 4 6 -7 8 -9 -10 leaf_value=0.05047844738374805 -0.052247748892068839 0.0038102915795038997 0.052367162995175659 -0.050827580298449748 -0.050479497195504368 0.050505518302203747 -0.050507400337075209 0.050475757524362355 -0.050509153531868148 leaf_weight=0.43179947882890768 0.7873590756207709 1.1026978977024553 1.097070252522826 0.70273849181830872 0.36523062642663695 0.39406525343656529 0.39777983166277409 0.63488787598907948 0.39913924038410187 leaf_count=23 20 20 20 27 20 20 20 34 20 internal_value=0 0.369886 0.51292 -0.511053 -0.50623 0.504846 -0.504992 0.504768 -0.505083 internal_weight=0 3.66052 2.55782 2.65225 1.86489 1.46075 1.16215 1.06669 0.796919 internal_count=224 117 97 107 87 77 60 57 40 shrinkage=0.1 Tree=80 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=1.10075 0.130424 0.00789983 1.02813e-05 1.43651e-06 2.14478e-08 1.86235e-09 1.78172e-10 7.7236e-12 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=-0.05043054336963379 0.063221530406919441 -0.01166768317072206 0.050667139246299779 -0.050909073635637195 0.050451885918192434 -0.050459446924090615 0.050460630863575988 -0.05043301176578259 -0.05042988318414119 leaf_weight=0.37243504635989727 0.7165842326357964 1.4580431208014486 0.46993285790085776 0.69160046987235535 0.37189854402095057 0.358823588117957 0.70550661347806443 0.34036613814532762 0.33806533738970762 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 -0.346478 0.545412 -0.505933 0.505212 -0.504383 0.504576 -0.504311 -0.504302 internal_weight=0 3.55933 2.26392 2.10129 1.54734 1.40969 1.07741 1.05087 0.7105 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=81 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=1.10075 0.130424 0.00789983 1.02813e-05 1.43651e-06 2.14478e-08 1.86235e-09 1.78172e-10 7.7236e-12 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=0.05043054336963379 -0.063221530406919441 0.01166768317072206 -0.050667139246299779 0.050909073635637195 -0.050451885918192434 0.050459446924090615 -0.050460630863575988 0.05043301176578259 0.05042988318414119 leaf_weight=0.37243504635989727 0.7165842326357964 1.4580431208014486 0.46993285790085776 0.69160046987235535 0.37189854402095057 0.358823588117957 0.70550661347806443 0.34036613814532762 0.33806533738970762 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 0.346478 -0.545412 0.505933 -0.505212 0.504383 -0.504576 0.504311 0.504302 internal_weight=0 3.55933 2.26392 2.10129 1.54734 1.40969 1.07741 1.05087 0.7105 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=82 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 0 2 0 5 split_gain=0.990529 0.159634 0.000155266 0.00012399 3.3499e-06 1.29244e-08 1.14199e-08 1.00096e-10 3.59099e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79330000000000012 0.26075000000000004 0.28220000000000006 0.91690000000000016 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 5 -2 -5 7 -6 -1 -8 right_child=3 -3 -4 4 6 -7 8 -9 -10 leaf_value=-0.050390991492674744 0.052128835815142986 -0.0030836858561436547 -0.052098875411839468 0.050712187200924401 0.050391715929802065 -0.050413096164931795 0.050414572108384542 -0.05038881219910249 0.050416054602296229 leaf_weight=0.35409607086330719 0.70058957580477033 1.0141248442232607 0.96819876506924607 0.58349924813956 0.29881733004003763 0.32319481670856481 0.32620431110262871 0.52065274771302938 0.32736146822571754 leaf_count=23 20 20 20 27 20 20 20 34 20 internal_value=0 -0.358275 -0.511571 0.510264 0.505235 -0.50396 0.504079 -0.503897 0.504153 internal_weight=0 3.18027 2.16614 2.23647 1.53588 1.19794 0.952383 0.874749 0.653566 internal_count=224 117 97 107 87 77 60 57 40 shrinkage=0.1 Tree=83 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 0 2 0 5 split_gain=0.990529 0.159634 0.000155266 0.00012399 3.3499e-06 1.29244e-08 1.14199e-08 1.00096e-10 3.59099e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79330000000000012 0.26075000000000004 0.28220000000000006 0.91690000000000016 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 5 -2 -5 7 -6 -1 -8 right_child=3 -3 -4 4 6 -7 8 -9 -10 leaf_value=0.050390991492674744 -0.052128835815142986 0.0030836858561436547 0.052098875411839468 -0.050712187200924401 -0.050391715929802065 0.050413096164931795 -0.050414572108384542 0.05038881219910249 -0.050416054602296229 leaf_weight=0.35409607086330719 0.70058957580477033 1.0141248442232607 0.96819876506924607 0.58349924813956 0.29881733004003763 0.32319481670856481 0.32620431110262871 0.52065274771302938 0.32736146822571754 leaf_count=23 20 20 20 27 20 20 20 34 20 internal_value=0 0.358275 0.511571 -0.510264 -0.505235 0.50396 -0.504079 0.503897 -0.504153 internal_weight=0 3.18027 2.16614 2.23647 1.53588 1.19794 0.952383 0.874749 0.653566 internal_count=224 117 97 107 87 77 60 57 40 shrinkage=0.1 Tree=84 num_leaves=10 num_cat=0 split_feature=0 2 4 2 4 0 0 2 6 split_gain=0.915422 0.055514 0.045268 0.005358 7.67602e-06 9.24216e-09 1.71186e-10 9.51996e-11 3.69387e-11 threshold=0.37560000000000004 0.29185000000000005 0.29250000000000004 0.85085000000000011 0.31945000000000007 0.28220000000000006 0.63805000000000012 0.14815000000000003 0.28735000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 4 -2 -4 5 7 -5 -1 -8 right_child=2 -3 3 6 -6 -7 8 -9 -10 leaf_value=-0.050353293215515599 0.023557764730703288 -0.020960026417968344 0.061906657037758508 0.050373251705092194 -0.05080283445340366 -0.050372321732457453 0.050375248626335391 -0.050350985239752392 0.050376733919700982 leaf_weight=0.27864464931190042 0.62727698963135525 1.0198350464925168 0.679221033118665 0.30887306202203035 0.60265463311225165 0.30636960733681923 0.2957366406917572 0.49836702365428209 0.38596272841095919 leaf_count=20 20 20 20 21 20 21 20 36 26 internal_value=0 -0.393769 0.464617 0.550658 -0.505168 -0.503576 0.503752 -0.503518 0.503761 internal_weight=0 2.70587 2.29707 1.66979 1.68604 1.08338 0.990572 0.777012 0.681699 internal_count=224 117 107 87 97 77 67 56 46 shrinkage=0.1 Tree=85 num_leaves=10 num_cat=0 split_feature=0 2 4 2 4 0 0 2 6 split_gain=0.915422 0.055514 0.045268 0.005358 7.67602e-06 9.24216e-09 1.71186e-10 9.51996e-11 3.69387e-11 threshold=0.37560000000000004 0.29185000000000005 0.29250000000000004 0.85085000000000011 0.31945000000000007 0.28220000000000006 0.63805000000000012 0.14815000000000003 0.28735000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 4 -2 -4 5 7 -5 -1 -8 right_child=2 -3 3 6 -6 -7 8 -9 -10 leaf_value=0.050353293215515599 -0.023557764730703288 0.020960026417968344 -0.061906657037758508 -0.050373251705092194 0.05080283445340366 0.050372321732457453 -0.050375248626335391 0.050350985239752392 -0.050376733919700982 leaf_weight=0.27864464931190042 0.62727698963135525 1.0198350464925168 0.679221033118665 0.30887306202203035 0.60265463311225165 0.30636960733681923 0.2957366406917572 0.49836702365428209 0.38596272841095919 leaf_count=20 20 20 20 21 20 21 20 36 26 internal_value=0 0.393769 -0.464617 -0.550658 0.505168 0.503576 -0.503752 0.503518 -0.503761 internal_weight=0 2.70587 2.29707 1.66979 1.68604 1.08338 0.990572 0.777012 0.681699 internal_count=224 117 107 87 97 77 67 56 46 shrinkage=0.1 Tree=86 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 2 0 0 5 split_gain=0.825938 0.14558 0.000109784 9.90189e-05 2.02713e-06 7.47971e-09 7.0722e-09 5.31553e-11 1.95719e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79330000000000012 0.26075000000000004 0.91690000000000016 0.28220000000000006 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=-0.050319614852207775 0.051970464131704468 -0.0025681932727534152 -0.051872136722733053 0.050592596732327369 0.050318343379205349 0.050338887370757861 -0.050337689113023699 -0.050317860857850706 0.050340096081621571 leaf_weight=0.29027736745774768 0.62560249026864756 0.93389266729354847 0.85786510910838853 0.48938811616972072 0.24307286040857437 0.26745439972728485 0.26498636230826378 0.42684496846050018 0.26840500067919493 leaf_count=23 20 20 20 27 20 20 20 34 20 internal_value=0 -0.347245 -0.510457 0.509409 0.504331 0.503329 -0.503237 -0.503186 0.503395 internal_weight=0 2.77387 1.83997 1.89392 1.26832 0.778932 0.982109 0.717122 0.535859 internal_count=224 117 97 107 87 60 77 57 40 shrinkage=0.1 Tree=87 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 2 0 0 5 split_gain=0.825938 0.14558 0.000109784 9.90189e-05 2.02713e-06 7.47971e-09 7.0722e-09 5.31553e-11 1.95719e-11 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79330000000000012 0.26075000000000004 0.91690000000000016 0.28220000000000006 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=0.050319614852207775 -0.051970464131704468 0.0025681932727534152 0.051872136722733053 -0.050592596732327369 -0.050318343379205349 -0.050338887370757861 0.050337689113023699 0.050317860857850706 -0.050340096081621571 leaf_weight=0.29027736745774768 0.62560249026864756 0.93389266729354847 0.85786510910838853 0.48938811616972072 0.24307286040857437 0.26745439972728485 0.26498636230826378 0.42684496846050018 0.26840500067919493 leaf_count=23 20 20 20 27 20 20 20 34 20 internal_value=0 0.347245 0.510457 -0.509409 -0.504331 -0.503329 0.503237 0.503186 -0.503395 internal_weight=0 2.77387 1.83997 1.89392 1.26832 0.778932 0.982109 0.717122 0.535859 internal_count=224 117 97 107 87 60 77 57 40 shrinkage=0.1 Tree=88 num_leaves=10 num_cat=0 split_feature=3 5 3 4 2 6 0 0 0 split_gain=0.770168 0.161214 0.00370603 4.45948e-06 2.67978e-06 6.0703e-07 4.07833e-09 2.28943e-10 3.01691e-11 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.25845000000000001 0.2708000000000001 0.26830000000000004 0.66810000000000014 0.19285000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=-0.050288982472890126 0.0022498087835929287 0.060059218035579502 0.050482306024831482 -0.050736663531758333 -0.050610199169865901 0.050303487047121211 -0.050303474660011373 0.050307358072879171 -0.050287516882491723 leaf_weight=0.25135036464780547 0.93228738941252254 0.68851657724007931 0.28022611327469349 0.56125190667808045 0.39383650757372374 0.25177470128983254 0.25044403783977032 0.3885876601561904 0.31834753043949604 leaf_count=22 20 20 20 20 20 21 21 32 28 internal_value=0 0.353388 0.545099 -0.505036 -0.503958 0.503596 -0.502928 0.503058 -0.502882 internal_weight=0 2.54139 1.60911 1.77523 1.21398 0.920588 0.820142 0.640362 0.569698 internal_count=224 113 93 111 91 73 71 53 50 shrinkage=0.1 Tree=89 num_leaves=10 num_cat=0 split_feature=3 5 3 4 2 6 0 0 0 split_gain=0.770168 0.161214 0.00370603 4.45948e-06 2.67978e-06 6.0703e-07 4.07833e-09 2.28943e-10 3.01691e-11 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.25845000000000001 0.2708000000000001 0.26830000000000004 0.66810000000000014 0.19285000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=0.050288982472890126 -0.0022498087835929287 -0.060059218035579502 -0.050482306024831482 0.050736663531758333 0.050610199169865901 -0.050303487047121211 0.050303474660011373 -0.050307358072879171 0.050287516882491723 leaf_weight=0.25135036464780547 0.93228738941252254 0.68851657724007931 0.28022611327469349 0.56125190667808045 0.39383650757372374 0.25177470128983254 0.25044403783977032 0.3885876601561904 0.31834753043949604 leaf_count=22 20 20 20 20 20 21 21 32 28 internal_value=0 -0.353388 -0.545099 0.505036 0.503958 -0.503596 0.502928 -0.503058 0.502882 internal_weight=0 2.54139 1.60911 1.77523 1.21398 0.920588 0.820142 0.640362 0.569698 internal_count=224 113 93 111 91 73 71 53 50 shrinkage=0.1 Tree=90 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=0.702297 0.0972261 0.00343371 5.10156e-06 7.00652e-07 5.89804e-09 5.58679e-10 2.12707e-10 1.81329e-12 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=-0.050260209580802497 0.060273193701155858 -0.01077125575165702 0.050458500830507326 -0.05066559501721455 0.050271950336049531 -0.050280256362326858 0.050278100782583296 -0.050263901970768216 -0.050259799497690619 leaf_weight=0.22661944758147023 0.54362569097429492 1.1283588316291568 0.30997903645038605 0.50851782597601403 0.22522156778722999 0.22000563237816093 0.42901951912790537 0.20868986751884225 0.20569524820894003 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 -0.325066 0.539178 -0.504145 0.503347 -0.502661 0.50276 -0.502613 -0.5026 internal_weight=0 2.49789 1.50785 1.36953 0.96422 0.86101 0.654241 0.641005 0.432315 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=91 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=0.702297 0.0972261 0.00343371 5.10156e-06 7.00652e-07 5.89804e-09 5.58679e-10 2.12707e-10 1.81329e-12 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=0.050260209580802497 -0.060273193701155858 0.01077125575165702 -0.050458500830507326 0.05066559501721455 -0.050271950336049531 0.050280256362326858 -0.050278100782583296 0.050263901970768216 0.050259799497690619 leaf_weight=0.22661944758147023 0.54362569097429492 1.1283588316291568 0.30997903645038605 0.50851782597601403 0.22522156778722999 0.22000563237816093 0.42901951912790537 0.20868986751884225 0.20569524820894003 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 0.325066 -0.539178 0.504145 -0.503347 0.502661 -0.50276 0.502613 0.5026 internal_weight=0 2.49789 1.50785 1.36953 0.96422 0.86101 0.654241 0.641005 0.432315 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=92 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 2 0 0 5 split_gain=0.641206 0.123579 7.65751e-05 7.60148e-05 1.33465e-06 3.08774e-09 2.85519e-09 2.10737e-11 8.43517e-12 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79330000000000012 0.26075000000000004 0.91690000000000016 0.28220000000000006 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=-0.050236346437797612 0.051833479438998888 -0.0018098119985506277 -0.051688878919292518 0.050486856398901894 0.050235223375535966 0.050250560514234759 -0.050249685876506515 -0.050235064284078181 0.050251481702173965 leaf_weight=0.21536513883620567 0.53064948972314574 0.78787885420024384 0.72918670251965523 0.38310570130124688 0.17958505731076002 0.19844144023954868 0.19660969823598864 0.31670115515589714 0.19916976895183325 leaf_count=23 20 20 20 27 20 20 20 34 20 internal_value=0 -0.337194 -0.509644 0.508729 0.503422 0.502461 -0.502394 -0.502356 0.50251 internal_weight=0 2.24574 1.45786 1.49095 0.960302 0.577196 0.728676 0.532066 0.397611 internal_count=224 117 97 107 87 60 77 57 40 shrinkage=0.1 Tree=93 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 2 0 0 5 split_gain=0.641206 0.123579 7.65751e-05 7.60148e-05 1.33465e-06 3.08774e-09 2.85519e-09 2.10737e-11 8.43517e-12 threshold=1.0226000000000002 0.33380000000000004 0.27175000000000005 0.79330000000000012 0.26075000000000004 0.91690000000000016 0.28220000000000006 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 2 6 -2 -5 -6 7 -1 -7 right_child=3 -3 -4 4 5 8 -8 -9 -10 leaf_value=0.050236346437797612 -0.051833479438998888 0.0018098119985506277 0.051688878919292518 -0.050486856398901894 -0.050235223375535966 -0.050250560514234759 0.050249685876506515 0.050235064284078181 -0.050251481702173965 leaf_weight=0.21536513883620567 0.53064948972314574 0.78787885420024384 0.72918670251965523 0.38310570130124688 0.17958505731076002 0.19844144023954868 0.19660969823598864 0.31670115515589714 0.19916976895183325 leaf_count=23 20 20 20 27 20 20 20 34 20 internal_value=0 0.337194 0.509644 -0.508729 -0.503422 -0.502461 0.502394 0.502356 -0.50251 internal_weight=0 2.24574 1.45786 1.49095 0.960302 0.577196 0.728676 0.532066 0.397611 internal_count=224 117 97 107 87 60 77 57 40 shrinkage=0.1 Tree=94 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=0.584029 0.0900061 0.00260705 4.05252e-06 3.83583e-07 3.21496e-09 3.04343e-10 1.06585e-10 9.93858e-13 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=-0.05021282970910599 0.059588804084521933 -0.00968444184429588 0.05037485278583001 -0.050599573031141425 0.05022241452046914 -0.050229138056928781 0.050227429216198882 -0.050215710658618629 -0.050212494331770455 leaf_weight=0.18570640403777428 0.4847303908318279 1.0208749882876871 0.25418246444314718 0.45819962956011295 0.1845603599213064 0.18024601880460975 0.35155654419213533 0.1709151528775692 0.16855920013040304 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 -0.313555 0.53815 -0.50368 0.502737 -0.502176 0.502257 -0.502137 -0.502127 internal_weight=0 2.1845 1.27503 1.16363 0.790299 0.705427 0.536117 0.525181 0.354266 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=95 num_leaves=10 num_cat=0 split_feature=0 3 2 4 5 0 0 6 6 split_gain=0.584029 0.0900061 0.00260705 4.05252e-06 3.83583e-07 3.21496e-09 3.04343e-10 1.06585e-10 9.93858e-13 threshold=0.42630000000000007 0.80710000000000015 0.83290000000000008 0.32130000000000009 0.84130000000000005 0.29145000000000004 0.63805000000000012 0.20710000000000003 0.16795000000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 5 -4 7 -6 8 -1 right_child=2 -3 4 -5 6 -7 -8 -9 -10 leaf_value=0.05021282970910599 -0.059588804084521933 0.00968444184429588 -0.05037485278583001 0.050599573031141425 -0.05022241452046914 0.050229138056928781 -0.050227429216198882 0.050215710658618629 0.050212494331770455 leaf_weight=0.18570640403777428 0.4847303908318279 1.0208749882876871 0.25418246444314718 0.45819962956011295 0.1845603599213064 0.18024601880460975 0.35155654419213533 0.1709151528775692 0.16855920013040304 leaf_count=22 21 21 20 20 21 20 39 20 20 internal_value=0 0.313555 -0.53815 0.50368 -0.502737 0.502176 -0.502257 0.502137 0.502127 internal_weight=0 2.1845 1.27503 1.16363 0.790299 0.705427 0.536117 0.525181 0.354266 internal_count=224 123 101 102 80 82 60 62 42 shrinkage=0.1 Tree=96 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 2 0 0 5 split_gain=0.537798 0.111464 6.11828e-05 5.30865e-05 9.38852e-07 1.6918e-09 1.56317e-09 1.14233e-11 4.82668e-12 threshold=1.0226000000000002 0.33380000000000004 0.79330000000000012 0.27175000000000005 0.26075000000000004 0.91690000000000016 0.28220000000000006 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 6 -4 -6 7 -1 -7 right_child=2 -3 4 -5 5 8 -8 -9 -10 leaf_value=-0.050193324926056521 0.051725363988390338 -0.0014661305800413918 0.050423426706462826 -0.051503968147057058 0.050192389103728176 0.050204929467304739 -0.050204231611930876 -0.050192282070129407 0.050205699264370067 leaf_weight=0.17646359559148572 0.47615679539740063 0.72173434123396862 0.31846440769731998 0.64569935295730829 0.14691550144925714 0.16259626485407352 0.16110811708495021 0.25950238527730107 0.16320796031504867 leaf_count=23 20 20 27 20 20 20 20 34 20 internal_value=0 -0.327231 0.508297 -0.508755 0.502907 0.502013 -0.501958 -0.501927 0.502053 internal_weight=0 1.96451 1.26734 1.24277 0.791184 0.47272 0.597074 0.435966 0.325804 internal_count=224 117 107 97 87 60 77 57 40 shrinkage=0.1 Tree=97 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 2 0 0 5 split_gain=0.537798 0.111464 6.11828e-05 5.30865e-05 9.38852e-07 1.6918e-09 1.56317e-09 1.14233e-11 4.82668e-12 threshold=1.0226000000000002 0.33380000000000004 0.79330000000000012 0.27175000000000005 0.26075000000000004 0.91690000000000016 0.28220000000000006 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 6 -4 -6 7 -1 -7 right_child=2 -3 4 -5 5 8 -8 -9 -10 leaf_value=0.050193324926056521 -0.051725363988390338 0.0014661305800413918 -0.050423426706462826 0.051503968147057058 -0.050192389103728176 -0.050204929467304739 0.050204231611930876 0.050192282070129407 -0.050205699264370067 leaf_weight=0.17646359559148572 0.47615679539740063 0.72173434123396862 0.31846440769731998 0.64569935295730829 0.14691550144925714 0.16259626485407352 0.16110811708495021 0.25950238527730107 0.16320796031504867 leaf_count=23 20 20 27 20 20 20 20 34 20 internal_value=0 0.327231 -0.508297 0.508755 -0.502907 -0.502013 0.501958 0.501927 -0.502053 internal_weight=0 1.96451 1.26734 1.24277 0.791184 0.47272 0.597074 0.435966 0.325804 internal_count=224 117 107 97 87 60 77 57 40 shrinkage=0.1 Tree=98 num_leaves=10 num_cat=0 split_feature=3 5 3 4 2 6 0 0 0 split_gain=0.493349 0.122632 0.00146913 2.01979e-06 1.13368e-06 3.79395e-07 9.04405e-10 5.07436e-11 6.673e-12 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.25845000000000001 0.2708000000000001 0.26830000000000004 0.66810000000000014 0.19285000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=-0.050174858941566786 0.00067600013297057764 0.057564962858894703 0.050361054875910617 -0.050540580988135346 -0.050432691305466654 0.050183599415336788 -0.05018361267612631 0.050185936897357723 -0.05017397484626606 leaf_weight=0.15278075542300962 0.72090511396527279 0.52887900406494714 0.17860245518386364 0.4131505847908557 0.26649054605513806 0.15304351877421141 0.15224741399288175 0.23621547548100352 0.19350180774927137 leaf_count=22 20 20 20 20 20 21 21 32 28 internal_value=0 0.327136 0.537725 -0.503624 -0.502662 0.502404 -0.501772 0.50185 -0.501744 internal_weight=0 1.81765 1.09674 1.17817 0.765021 0.567861 0.49853 0.389259 0.346283 internal_count=224 113 93 111 91 73 71 53 50 shrinkage=0.1 Tree=99 num_leaves=10 num_cat=0 split_feature=3 5 3 4 2 6 0 0 0 split_gain=0.493349 0.122632 0.00146913 2.01979e-06 1.13368e-06 3.79395e-07 9.04405e-10 5.07436e-11 6.673e-12 threshold=0.90160000000000007 0.75680000000000003 1.2940500000000001 0.32130000000000009 0.25845000000000001 0.2708000000000001 0.26830000000000004 0.66810000000000014 0.19285000000000005 decision_type=2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -4 8 -7 -1 right_child=1 2 5 -5 -6 7 -8 -9 -10 leaf_value=0.050174858941566786 -0.00067600013297057764 -0.057564962858894703 -0.050361054875910617 0.050540580988135346 0.050432691305466654 -0.050183599415336788 0.05018361267612631 -0.050185936897357723 0.05017397484626606 leaf_weight=0.15278075542300962 0.72090511396527279 0.52887900406494714 0.17860245518386364 0.4131505847908557 0.26649054605513806 0.15304351877421141 0.15224741399288175 0.23621547548100352 0.19350180774927137 leaf_count=22 20 20 20 20 20 21 21 32 28 internal_value=0 -0.327136 -0.537725 0.503624 0.502662 -0.502404 0.501772 -0.50185 0.501744 internal_weight=0 1.81765 1.09674 1.17817 0.765021 0.567861 0.49853 0.389259 0.346283 internal_count=224 113 93 111 91 73 71 53 50 shrinkage=0.1 Tree=100 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 2 0 0 5 split_gain=0.447826 0.100251 4.32199e-05 3.89111e-05 6.37475e-07 9.36092e-10 8.54517e-10 6.22871e-12 2.64365e-12 threshold=1.0226000000000002 0.33380000000000004 0.79330000000000012 0.27175000000000005 0.26075000000000004 0.91690000000000016 0.28220000000000006 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 6 -4 -6 7 -1 -7 right_child=2 -3 4 -5 5 8 -8 -9 -10 leaf_value=-0.050158159344520115 0.051552740266787724 -0.0011307735710460163 0.050364306855558018 -0.051378748962573911 0.050157333352407719 0.050167647477244483 -0.050167069326679498 -0.050157308562590201 0.050168276888181575 leaf_weight=0.14456773083657048 0.41187723889015593 0.66093936748802651 0.27256151824258268 0.56442285608500242 0.12014148547314107 0.13321418594568968 0.13198458263650537 0.2125993650406599 0.13371586054563522 leaf_count=23 20 20 27 20 20 20 20 34 20 internal_value=0 -0.316607 0.50749 -0.50813 0.502472 0.501647 -0.501602 -0.501577 0.50168 internal_weight=0 1.71451 1.07151 1.05357 0.659633 0.387072 0.489152 0.357167 0.26693 internal_count=224 117 107 97 87 60 77 57 40 shrinkage=0.1 Tree=101 num_leaves=10 num_cat=0 split_feature=3 4 2 2 6 2 0 0 5 split_gain=0.447826 0.100251 4.32199e-05 3.89111e-05 6.37475e-07 9.36092e-10 8.54517e-10 6.22871e-12 2.64365e-12 threshold=1.0226000000000002 0.33380000000000004 0.79330000000000012 0.27175000000000005 0.26075000000000004 0.91690000000000016 0.28220000000000006 0.19285000000000005 1.0539500000000002 decision_type=2 2 2 2 2 2 2 2 2 left_child=1 3 -2 6 -4 -6 7 -1 -7 right_child=2 -3 4 -5 5 8 -8 -9 -10 leaf_value=0.050158159344520115 -0.051552740266787724 0.0011307735710460163 -0.050364306855558018 0.051378748962573911 -0.050157333352407719 -0.050167647477244483 0.050167069326679498 0.050157308562590201 -0.050168276888181575 leaf_weight=0.14456773083657048 0.41187723889015593 0.66093936748802651 0.27256151824258268 0.56442285608500242 0.12014148547314107 0.13321418594568968 0.13198458263650537 0.2125993650406599 0.13371586054563522 leaf_count=23 20 20 27 20 20 20 20 34 20 internal_value=0 0.316607 -0.50749 0.50813 -0.502472 -0.501647 0.501602 0.501577 -0.50168 internal_weight=0 1.71451 1.07151 1.05357 0.659633 0.387072 0.489152 0.357167 0.26693 internal_count=224 117 107 97 87 60 77 57 40 shrinkage=0.1 end of trees feature importances: VGG-Face_cosine=224 Facenet_euclidean_l2=146 Facenet_cosine=136 OpenFace_cosine=120 OpenFace_euclidean_l2=102 DeepFace_cosine=82 VGG-Face_euclidean_l2=6 parameters: [boosting: gbdt] [objective: multiclass] [metric: multi_logloss] [tree_learner: serial] [device_type: cpu] [data: ] [valid: ] [num_iterations: 100] [learning_rate: 0.1] [num_leaves: 31] [num_threads: 0] [max_depth: -1] [min_data_in_leaf: 20] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 1] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 3] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 2] [early_stopping_round: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 4] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [feature_contri: ] [forcedsplits_filename: ] [forcedbins_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [verbosity: 1] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [histogram_pool_size: -1] [data_random_seed: 1] [output_model: LightGBM_model.txt] [snapshot_freq: -1] [input_model: ] [output_result: LightGBM_predict_result.txt] [initscore_filename: ] [valid_data_initscores: ] [pre_partition: 0] [enable_bundle: 1] [max_conflict_rate: 0] [is_enable_sparse: 1] [sparse_threshold: 0.8] [use_missing: 1] [zero_as_missing: 0] [two_round: 0] [save_binary: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [predict_raw_score: 0] [predict_leaf_index: 0] [predict_contrib: 0] [num_iteration_predict: -1] [pred_early_stop: 0] [pred_early_stop_freq: 10] [pred_early_stop_margin: 10] [convert_model_language: ] [convert_model: gbdt_prediction.cpp] [num_class: 2] [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] [max_position: 20] [lambdamart_norm: 1] [label_gain: ] [metric_freq: 1] [is_provide_training_metric: 0] [eval_at: ] [multi_error_top_k: 1] [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] end of parameters pandas_categorical:null