deepface/models/face-recognition-ensemble-model.txt

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