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

tree
version=v3
num_class=2
num_tree_per_iteration=2
label_index=0
max_feature_idx=10
objective=multiclass num_class:2
feature_names=VGG-Face_cosine VGG-Face_euclidean VGG-Face_euclidean_l2 Facenet_cosine Facenet_euclidean Facenet_euclidean_l2 OpenFace_cosine OpenFace_euclidean_l2 DeepFace_cosine DeepFace_euclidean DeepFace_euclidean_l2
feature_infos=[0.089499999999999996:0.94920000000000004] [0.2296:0.9708] [0.42320000000000002:1.3777999999999999] [0.1009:1.3133999999999999] [5.4021999999999997:19.770800000000001] [0.44929999999999998:1.6207] [0.051700000000000003:1.0374000000000001] [0.3216:1.4403999999999999] [0.094:0.38479999999999998] [39.351999999999997:83.062700000000007] [0.4335:0.87719999999999998]
tree_sizes=429 428 745 745 744 744 746 746 742 742 743 743 742 742 745 745 746 746 747 747 741 741 745 745 748 748 747 747 740 740 749 749 745 745 745 745 746 746 746 746 746 746 748 748 746 746 746 746 748 748 744 744 747 747 742 742 746 746 744 744 747 747 746 746 749 749 749 749 753 753 749 749 751 751 757 757 752 752 756 756 756 756 749 749 753 753 757 757 755 755 755 755 757 757 755 755 757 757 756 756 759 759 762 762 760 760 762 762 759 759 762 762

Tree=0
num_leaves=3
num_cat=0
split_feature=0 6
split_gain=68.0274 0.0710725
threshold=0.40540000000000004 0.28670000000000001
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=-0.76791748778368163 -0.56775407938258216 -0.75790931736362666
leaf_weight=24.479999542236328 35.471019744873047 9.9918365478515607
leaf_count=49 71 20
internal_value=0 -1.0004
internal_weight=0 34.4718
internal_count=140 69
shrinkage=1


Tree=1
num_leaves=3
num_cat=0
split_feature=0 6
split_gain=68.0274 0.0710725
threshold=0.40540000000000004 0.28670000000000001
decision_type=2 2
left_child=1 -1
right_child=-2 -3
leaf_value=-0.61919353324276494 -0.81935694164386452 -0.62920170366282002
leaf_weight=24.479999542236328 35.471019744873047 9.9918365478515607
leaf_count=49 71 20
internal_value=0 1.0004
internal_weight=0 34.4718
internal_count=140 69
shrinkage=1


Tree=2
num_leaves=6
num_cat=0
split_feature=3 3 9 6 0
split_gain=56.0118 0.0517988 0.000585138 0.000133417 3.55271e-15
threshold=0.53820000000000012 0.24275000000000002 69.498500000000021 0.20415000000000003 0.68725000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.093090351064778531 0.088877673139613977 -0.084846349476636232 0.089787187521341877 -0.093569808522552297 0.088877673139614005
leaf_weight=13.922868728637697 14.76509213447571 10.442593455314634 9.8491600155830366 9.9524927735328657 10.335564494132994
leaf_count=28 30 21 20 20 21
internal_value=0 -0.907208 0.89134 -0.932902 0.888777
internal_weight=0 34.318 34.9498 23.8754 25.1007
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=3
num_leaves=6
num_cat=0
split_feature=3 3 9 6 0
split_gain=56.0118 0.0517988 0.000585138 0.000133417 3.55271e-15
threshold=0.53820000000000012 0.24275000000000002 69.498500000000021 0.20415000000000003 0.68725000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.093090351064778531 -0.088877673139613977 0.084846349476636232 -0.089787187521341877 0.093569808522552297 -0.088877673139614005
leaf_weight=13.922868728637697 14.76509213447571 10.442593455314634 9.8491600155830366 9.9524927735328657 10.335564494132994
leaf_count=28 30 21 20 20 21
internal_value=0 0.907208 -0.89134 0.932902 -0.888777
internal_weight=0 34.318 34.9498 23.8754 25.1007
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=4
num_leaves=6
num_cat=0
split_feature=3 0 0 6 9
split_gain=46.6369 0.0506093 0.000407332 0.00016996 1.44855e-06
threshold=0.53820000000000012 0.27245000000000003 0.57595000000000007 0.20930000000000001 68.68310000000001
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.085856077576727252 0.083285043755997212 -0.077767840441769737 0.082546338704073005 -0.086407159305633918 0.082496062226810538
leaf_weight=13.133465617895128 10.05223625898361 10.731578946113585 14.329391419887545 9.7520125508308393 9.5497991144657117
leaf_count=27 21 22 30 20 20
internal_value=0 -0.834339 0.82751 -0.860909 0.825262
internal_weight=0 33.6171 33.9314 22.8855 23.8792
internal_count=140 69 71 47 50
shrinkage=0.1


Tree=5
num_leaves=6
num_cat=0
split_feature=3 0 0 6 9
split_gain=46.6369 0.0506093 0.000407332 0.00016996 1.44855e-06
threshold=0.53820000000000012 0.27245000000000003 0.57595000000000007 0.20930000000000001 68.68310000000001
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=0.085856077576727252 -0.083285043755997212 0.077767840441769737 -0.082546338704073005 0.086407159305633918 -0.082496062226810538
leaf_weight=13.133465617895128 10.05223625898361 10.731578946113585 14.329391419887545 9.7520125508308393 9.5497991144657117
leaf_count=27 21 22 30 20 20
internal_value=0 0.834339 -0.82751 0.860909 -0.825262
internal_weight=0 33.6171 33.9314 22.8855 23.8792
internal_count=140 69 71 47 50
shrinkage=0.1


Tree=6
num_leaves=6
num_cat=0
split_feature=0 1 9 3 8
split_gain=39.5789 0.0523286 0.00134652 0.000287727 6.5327e-07
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.27225000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=-0.071924187382337454 0.078995650168580414 -0.080338773397168897 0.077586149474316024 -0.081061947474017071 0.077552547725757051
leaf_weight=9.9022940397262555 9.2051705420017225 13.161137312650682 10.540238529443743 9.4534454345703107 12.827072024345396
leaf_count=21 20 28 23 20 28
internal_value=0 -0.779865 0.779713 -0.806411 0.775677
internal_weight=0 32.5169 32.5725 22.6146 23.3673
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=7
num_leaves=6
num_cat=0
split_feature=0 1 9 3 8
split_gain=39.5789 0.0523286 0.00134652 0.000287727 6.5327e-07
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.27225000000000005
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=0.071924187382337454 -0.078995650168580414 0.080338773397168897 -0.077586149474316024 0.081061947474017071 -0.077552547725757051
leaf_weight=9.9022940397262555 9.2051705420017225 13.161137312650682 10.540238529443743 9.4534454345703107 12.827072024345396
leaf_count=21 20 28 23 20 28
internal_value=0 0.779865 -0.779713 0.806411 -0.775677
internal_weight=0 32.5169 32.5725 22.6146 23.3673
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=8
num_leaves=6
num_cat=0
split_feature=3 6 9 0 9
split_gain=33.7436 0.0506163 0.00105474 6.98259e-05 2.76838e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.25400000000000006 60.80380000000001
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.075834295190233852 0.073546660528857763 -0.06713479449595082 0.074885526226351695 -0.076191955842632816 0.073618971881976331
leaf_weight=12.128747105598455 8.7062911689281517 9.1107029616832715 8.7750458121299726 9.9254129827022535 13.509619414806364
leaf_count=27 20 20 20 22 31
internal_value=0 -0.73405 0.739573 -0.759953 0.735906
internal_weight=0 31.1649 30.991 22.0542 22.2159
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=9
num_leaves=6
num_cat=0
split_feature=3 6 9 0 9
split_gain=33.7436 0.0506163 0.00105474 6.98259e-05 2.76838e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.25400000000000006 60.80380000000001
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.075834295190233852 -0.073546660528857763 0.06713479449595082 -0.074885526226351695 0.076191955842632816 -0.073618971881976331
leaf_weight=12.128747105598455 8.7062911689281517 9.1107029616832715 8.7750458121299726 9.9254129827022535 13.509619414806364
leaf_count=27 20 20 20 22 31
internal_value=0 0.73405 -0.739573 0.759953 -0.735906
internal_weight=0 31.1649 30.991 22.0542 22.2159
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=10
num_leaves=6
num_cat=0
split_feature=0 1 9 3 9
split_gain=29.1903 0.045735 0.00216157 0.000148648 2.40433e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 68.68310000000001
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=-0.063977849142802676 0.072261077935571225 -0.07226613316125309 0.070384617421997434 -0.072811382881338552 0.070316246172114016
leaf_weight=9.0981906354427355 8.3076682984828967 11.936985433101656 11.932871133089067 8.6037978827953321 9.0397036671638471
leaf_count=21 20 28 29 20 22
internal_value=0 -0.698802 0.708959 -0.724945 0.703551
internal_weight=0 29.639 29.2802 20.5408 20.9726
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=11
num_leaves=6
num_cat=0
split_feature=0 1 9 3 9
split_gain=29.1903 0.045735 0.00216157 0.000148648 2.40433e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 68.68310000000001
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=0.063977849142802676 -0.072261077935571225 0.07226613316125309 -0.070384617421997434 0.072811382881338552 -0.070316246172114016
leaf_weight=9.0981906354427355 8.3076682984828967 11.936985433101656 11.932871133089067 8.6037978827953321 9.0397036671638471
leaf_count=21 20 28 29 20 22
internal_value=0 0.698802 -0.708959 0.724945 -0.703551
internal_weight=0 29.639 29.2802 20.5408 20.9726
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=12
num_leaves=6
num_cat=0
split_feature=0 4 6 1 9
split_gain=25.248 0.0497816 0.00167827 0.000144183 2.5635e-06
threshold=0.40540000000000004 8.2352500000000024 0.58385000000000009 0.40900000000000003 61.78905000000001
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.069839289749167852 0.067609412122117463 -0.060394443637089547 0.069359017846370066 -0.069286596127737979 0.067683295331893559
leaf_weight=8.1328317224979454 8.089989393949514 8.6482256948947889 8.2163329124450666 11.247974574565886 11.194308489561079
leaf_count=20 21 21 21 28 29
internal_value=0 -0.667033 0.681622 -0.695185 0.676523
internal_weight=0 28.029 27.5006 19.3808 19.2843
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=13
num_leaves=6
num_cat=0
split_feature=0 4 6 1 9
split_gain=25.248 0.0497816 0.00167827 0.000144183 2.5635e-06
threshold=0.40540000000000004 8.2352500000000024 0.58385000000000009 0.40900000000000003 61.78905000000001
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.069839289749167852 -0.067609412122117463 0.060394443637089547 -0.069359017846370066 0.069286596127737979 -0.067683295331893559
leaf_weight=8.1328317224979454 8.089989393949514 8.6482256948947889 8.2163329124450666 11.247974574565886 11.194308489561079
leaf_count=20 21 21 21 28 29
internal_value=0 0.667033 -0.681622 0.695185 -0.676523
internal_weight=0 28.029 27.5006 19.3808 19.2843
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=14
num_leaves=6
num_cat=0
split_feature=3 1 9 1 9
split_gain=22.1239 0.0458675 0.00305768 0.000190376 3.29911e-06
threshold=0.53820000000000012 0.49850000000000011 69.498500000000021 0.39565000000000006 60.80380000000001
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.067511181368087356 0.065363437900679014 -0.058215670385859446 0.067831123951832425 -0.066851722305398389 0.065450258928901481
leaf_weight=7.6814816296100679 7.1919662058353486 8.5131716132163984 7.3373961746692649 10.177892923355101 11.180827260017393
leaf_count=20 20 22 20 27 31
internal_value=0 -0.64256 0.661054 -0.671354 0.654163
internal_weight=0 26.3725 25.7102 17.8594 18.3728
internal_count=140 69 71 47 51
shrinkage=0.1


Tree=15
num_leaves=6
num_cat=0
split_feature=3 1 9 1 9
split_gain=22.1239 0.0458675 0.00305768 0.000190376 3.29911e-06
threshold=0.53820000000000012 0.49850000000000011 69.498500000000021 0.39565000000000006 60.80380000000001
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.067511181368087356 -0.065363437900679014 0.058215670385859446 -0.067831123951832425 0.066851722305398389 -0.065450258928901481
leaf_weight=7.6814816296100679 7.1919662058353486 8.5131716132163984 7.3373961746692649 10.177892923355101 11.180827260017393
leaf_count=20 20 22 20 27 31
internal_value=0 0.64256 -0.661054 0.671354 -0.654163
internal_weight=0 26.3725 25.7102 17.8594 18.3728
internal_count=140 69 71 47 51
shrinkage=0.1


Tree=16
num_leaves=6
num_cat=0
split_feature=3 6 2 8 0
split_gain=19.3313 0.118529 0.00845209 0.000268559 2.02446e-05
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.23020000000000004 0.24775000000000003
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.064767474125922306 0.049693775700293458 0.067914439670433688 0.063502935508601338 -0.06559128501257698 -0.064994479800421487
leaf_weight=8.7992607355117816 6.7496271133422878 7.0216683149337795 11.384489327669142 7.6077522337436667 7.0973122417926779
leaf_count=25 20 20 34 21 20
internal_value=0 0.610291 0.651859 -0.651027 -0.648688
internal_weight=0 25.1558 18.4062 23.5043 15.8966
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=17
num_leaves=6
num_cat=0
split_feature=3 6 2 8 0
split_gain=19.3313 0.118529 0.00845209 0.000268559 2.02446e-05
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.23020000000000004 0.24775000000000003
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.064767474125922306 -0.049693775700293458 -0.067914439670433688 -0.063502935508601338 0.06559128501257698 0.064994479800421487
leaf_weight=8.7992607355117816 6.7496271133422878 7.0216683149337795 11.384489327669142 7.6077522337436667 7.0973122417926779
leaf_count=25 20 20 34 21 20
internal_value=0 -0.610291 -0.651859 0.651027 0.648688
internal_weight=0 25.1558 18.4062 23.5043 15.8966
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=18
num_leaves=6
num_cat=0
split_feature=3 6 6 3 2
split_gain=17.0791 0.0525128 0.00229326 0.000188356 3.81037e-06
threshold=0.53820000000000012 0.28670000000000001 0.33495000000000003 0.21515000000000004 1.2028500000000004
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.062973435039419046 0.064033599215733913 -0.052847428936376319 0.061809445797020336 -0.063665654970787813 0.061909808858837859
leaf_weight=9.4859872758388573 7.1029497385025051 6.9087359011173239 8.0368601679801923 6.7124871611595145 7.1467371284961692
leaf_count=29 22 20 26 20 23
internal_value=0 -0.60147 0.625505 -0.632603 0.618567
internal_weight=0 23.1072 22.2865 16.1985 15.1836
internal_count=140 69 71 49 49
shrinkage=0.1


Tree=19
num_leaves=6
num_cat=0
split_feature=3 6 6 3 2
split_gain=17.0791 0.0525128 0.00229326 0.000188356 3.81037e-06
threshold=0.53820000000000012 0.28670000000000001 0.33495000000000003 0.21515000000000004 1.2028500000000004
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=0.062973435039419046 -0.064033599215733913 0.052847428936376319 -0.061809445797020336 0.063665654970787813 -0.061909808858837859
leaf_weight=9.4859872758388573 7.1029497385025051 6.9087359011173239 8.0368601679801923 6.7124871611595145 7.1467371284961692
leaf_count=29 22 20 26 20 23
internal_value=0 0.60147 -0.625505 0.632603 -0.618567
internal_weight=0 23.1072 22.2865 16.1985 15.1836
internal_count=140 69 71 49 49
shrinkage=0.1


Tree=20
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=15.1507 0.0503061 0.00320349 0.0002887 8.72644e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=-0.051403671197639313 0.063284650585112442 -0.061461993618150856 0.06063242937161345 -0.062354261005020131 0.0604745787637763
leaf_weight=6.7042036354541805 5.9704553782939938 8.4923309385776502 5.7836613953113547 6.3285562694072715 8.8785153925418836
leaf_count=21 20 28 20 20 31
internal_value=0 -0.585916 0.61332 -0.61843 0.605368
internal_weight=0 21.5251 20.6326 14.8209 14.6622
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=21
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=15.1507 0.0503061 0.00320349 0.0002887 8.72644e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=0.051403671197639313 -0.063284650585112442 0.061461993618150856 -0.06063242937161345 0.062354261005020131 -0.0604745787637763
leaf_weight=6.7042036354541805 5.9704553782939938 8.4923309385776502 5.7836613953113547 6.3285562694072715 8.8785153925418836
leaf_count=21 20 28 20 20 31
internal_value=0 0.585916 -0.61332 0.61843 -0.605368
internal_weight=0 21.5251 20.6326 14.8209 14.6622
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=22
num_leaves=6
num_cat=0
split_feature=3 8 0 6 0
split_gain=13.389 0.112321 0.00842156 0.000202228 6.98322e-06
threshold=0.43445000000000006 0.22770000000000004 0.64295000000000002 0.26980000000000004 0.2526000000000001
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.060167662528586199 0.044427263046056611 0.064221057281632785 0.059320089593864117 -0.060931944081327571 -0.060316885643974805
leaf_weight=7.018572151660921 5.4496305882930782 5.7417464554309836 9.0048694908618909 6.1793470084667197 5.6691569685935974
leaf_count=25 20 20 34 21 20
internal_value=0 0.566948 0.612283 -0.604628 -0.602343
internal_weight=0 20.1962 14.7466 18.8671 12.6877
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=23
num_leaves=6
num_cat=0
split_feature=3 8 0 6 0
split_gain=13.389 0.112321 0.00842156 0.000202228 6.98322e-06
threshold=0.43445000000000006 0.22770000000000004 0.64295000000000002 0.26980000000000004 0.2526000000000001
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.060167662528586199 -0.044427263046056611 -0.064221057281632785 -0.059320089593864117 0.060931944081327571 0.060316885643974805
leaf_weight=7.018572151660921 5.4496305882930782 5.7417464554309836 9.0048694908618909 6.1793470084667197 5.6691569685935974
leaf_count=25 20 20 34 21 20
internal_value=0 -0.566948 -0.612283 0.604628 0.602343
internal_weight=0 20.1962 14.7466 18.8671 12.6877
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=24
num_leaves=6
num_cat=0
split_feature=3 6 6 0 8
split_gain=11.9149 0.0545977 0.00217731 0.000199409 3.21593e-06
threshold=0.53820000000000012 0.28670000000000001 0.33495000000000003 0.26165000000000005 0.26860000000000006
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.059036055986587503 0.060625626393701781 -0.047592033909089712 0.058300227744835932 -0.059832789411504377 0.058196276714988483
leaf_weight=7.5155168473720568 5.7028915882110622 5.662645995616912 6.1039811670780164 5.3973881602287292 5.8078262954950333
leaf_count=29 22 20 25 20 24
internal_value=0 -0.557789 0.590188 -0.593691 0.582495
internal_weight=0 18.5756 17.6147 12.9129 11.9118
internal_count=140 69 71 49 49
shrinkage=0.1


Tree=25
num_leaves=6
num_cat=0
split_feature=3 6 6 0 8
split_gain=11.9149 0.0545977 0.00217731 0.000199409 3.21593e-06
threshold=0.53820000000000012 0.28670000000000001 0.33495000000000003 0.26165000000000005 0.26860000000000006
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=0.059036055986587503 -0.060625626393701781 0.047592033909089712 -0.058300227744835932 0.059832789411504377 -0.058196276714988483
leaf_weight=7.5155168473720568 5.7028915882110622 5.662645995616912 6.1039811670780164 5.3973881602287292 5.8078262954950333
leaf_count=29 22 20 25 20 24
internal_value=0 0.557789 -0.590188 0.593691 -0.582495
internal_weight=0 18.5756 17.6147 12.9129 11.9118
internal_count=140 69 71 49 49
shrinkage=0.1


Tree=26
num_leaves=6
num_cat=0
split_feature=0 1 9 1 8
split_gain=10.6604 0.051108 0.00322778 0.000273889 3.99673e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.49850000000000011 0.26325000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=-0.046726667921576884 0.060469300804376819 -0.057997431213933817 0.057446439757068896 -0.058967274334923096 0.057326384537865732
leaf_weight=5.4578169435262707 4.7874173671007183 6.4134277403354627 4.7372874617576581 5.3333625793457031 6.6874165385961533
leaf_count=21 20 27 21 21 30
internal_value=0 -0.547227 0.582896 -0.584378 0.573762
internal_weight=0 17.2046 16.2121 11.7468 11.4247
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=27
num_leaves=6
num_cat=0
split_feature=0 1 9 1 8
split_gain=10.6604 0.051108 0.00322778 0.000273889 3.99673e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.49850000000000011 0.26325000000000004
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=0.046726667921576884 -0.060469300804376819 0.057997431213933817 -0.057446439757068896 0.058967274334923096 -0.057326384537865732
leaf_weight=5.4578169435262707 4.7874173671007183 6.4134277403354627 4.7372874617576581 5.3333625793457031 6.6874165385961533
leaf_count=21 20 27 21 21 30
internal_value=0 0.547227 -0.582896 0.584378 -0.573762
internal_weight=0 17.2046 16.2121 11.7468 11.4247
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=28
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=9.4963 0.106927 0.00784166 0.000152943 5.79689e-06
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.05729983366681464 0.040337086801557183 0.061889664923715018 0.056574233730812322 -0.05789605953527982 -0.057146040244960984
leaf_weight=4.4412636905908602 4.3741713017225257 4.6061339378356916 6.9831456691026688 4.9406937360763541 5.4687333106994629
leaf_count=20 20 20 34 21 25
internal_value=0 0.536588 0.586868 -0.574416 -0.57215
internal_weight=0 15.9635 11.5893 14.8507 9.91
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=29
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=9.4963 0.106927 0.00784166 0.000152943 5.79689e-06
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.05729983366681464 -0.040337086801557183 -0.061889664923715018 -0.056574233730812322 0.05789605953527982 0.057146040244960984
leaf_weight=4.4412636905908602 4.3741713017225257 4.6061339378356916 6.9831456691026688 4.9406937360763541 5.4687333106994629
leaf_count=20 20 20 34 21 25
internal_value=0 -0.536588 -0.586868 0.574416 0.57215
internal_weight=0 15.9635 11.5893 14.8507 9.91
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=30
num_leaves=6
num_cat=0
split_feature=3 6 6 3 0
split_gain=8.48343 0.0571602 0.00211698 0.000199843 3.24828e-06
threshold=0.53820000000000012 0.28670000000000001 0.33495000000000003 0.21515000000000004 0.69810000000000005
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.056434495367682302 0.058458944090295832 -0.043364318135226204 0.055749100984271008 -0.057333907645755577 0.055870503978482672
leaf_weight=5.8538793623447436 4.5591859072446814 4.5927225798368445 3.6986595839261991 4.2742030173540115 5.4534517228603363
leaf_count=29 22 20 20 20 29
internal_value=0 -0.526179 0.566984 -0.568141 0.558214
internal_weight=0 14.7208 13.7113 10.1281 9.15211
internal_count=140 69 71 49 49
shrinkage=0.1


Tree=31
num_leaves=6
num_cat=0
split_feature=3 6 6 3 0
split_gain=8.48343 0.0571602 0.00211698 0.000199843 3.24828e-06
threshold=0.53820000000000012 0.28670000000000001 0.33495000000000003 0.21515000000000004 0.69810000000000005
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=0.056434495367682302 -0.058458944090295832 0.043364318135226204 -0.055749100984271008 0.057333907645755577 -0.055870503978482672
leaf_weight=5.8538793623447436 4.5591859072446814 4.5927225798368445 3.6986595839261991 4.2742030173540115 5.4534517228603363
leaf_count=29 22 20 20 20 29
internal_value=0 0.526179 -0.566984 0.568141 -0.558214
internal_weight=0 14.7208 13.7113 10.1281 9.15211
internal_count=140 69 71 49 49
shrinkage=0.1


Tree=32
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=7.63768 0.0526178 0.00295632 0.000248919 5.45605e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=-0.042882487444158901 0.058610116673343475 -0.055712592012479314 0.055364531818963759 -0.056761668379307822 0.055203573374510317
leaf_weight=4.4088342189788845 3.7858069390058509 5.1459282040595991 3.4979938566684705 4.0353948920965195 5.2920091301202774
leaf_count=21 20 28 20 20 31
internal_value=0 -0.518618 0.562738 -0.561737 0.552676
internal_weight=0 13.5902 12.5758 9.18132 8.79
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=33
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=7.63768 0.0526178 0.00295632 0.000248919 5.45605e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=0.042882487444158901 -0.058610116673343475 0.055712592012479314 -0.055364531818963759 0.056761668379307822 -0.055203573374510317
leaf_weight=4.4088342189788845 3.7858069390058509 5.1459282040595991 3.4979938566684705 4.0353948920965195 5.2920091301202774
leaf_count=21 20 28 20 20 31
internal_value=0 0.518618 -0.562738 0.561737 -0.552676
internal_weight=0 13.5902 12.5758 9.18132 8.79
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=34
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=6.84708 0.104787 0.00712372 0.00010967 7.35462e-06
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.055281149743268969 0.03658092082409492 0.060406137604521154 0.054701290942015951 -0.055823931528999816 -0.055083941734387513
leaf_weight=3.4484071880579013 3.4610086828470221 3.7092200666666013 5.3401927351951599 3.9155892878770828 4.1874664127826691
leaf_count=20 20 20 34 21 25
internal_value=0 0.513797 0.570396 -0.553936 -0.55173
internal_weight=0 12.5104 9.04941 11.5515 7.63587
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=35
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=6.84708 0.104787 0.00712372 0.00010967 7.35462e-06
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.055281149743268969 -0.03658092082409492 -0.060406137604521154 -0.054701290942015951 0.055823931528999816 0.055083941734387513
leaf_weight=3.4484071880579013 3.4610086828470221 3.7092200666666013 5.3401927351951599 3.9155892878770828 4.1874664127826691
leaf_count=20 20 20 34 21 25
internal_value=0 -0.513797 -0.570396 0.553936 0.55173
internal_weight=0 12.5104 9.04941 11.5515 7.63587
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=36
num_leaves=6
num_cat=0
split_feature=0 6 9 0 6
split_gain=6.12662 0.0593223 0.00191858 0.000190857 4.08184e-06
threshold=0.40540000000000004 0.28670000000000001 60.703950000000013 0.26165000000000005 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.054652368241741439 0.05715382775495409 -0.039737515815148124 0.054324353356653567 -0.055648240222558293 0.054171996740768051
leaf_weight=4.5088217556476611 3.243378207087515 3.7099916338920593 2.9271133840084076 3.3574093729257584 4.4044130891561508
leaf_count=29 20 20 20 20 31
internal_value=0 -0.501612 0.551287 -0.550774 0.542328
internal_weight=0 11.5762 10.5749 7.86623 7.33153
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=37
num_leaves=6
num_cat=0
split_feature=0 6 9 0 6
split_gain=6.12662 0.0593223 0.00191858 0.000190857 4.08184e-06
threshold=0.40540000000000004 0.28670000000000001 60.703950000000013 0.26165000000000005 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=0.054652368241741439 -0.05715382775495409 0.039737515815148124 -0.054324353356653567 0.055648240222558293 -0.054171996740768051
leaf_weight=4.5088217556476611 3.243378207087515 3.7099916338920593 2.9271133840084076 3.3574093729257584 4.4044130891561508
leaf_count=29 20 20 20 20 31
internal_value=0 0.501612 -0.551287 0.550774 -0.542328
internal_weight=0 11.5762 10.5749 7.86623 7.33153
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=38
num_leaves=6
num_cat=0
split_feature=3 6 9 0 8
split_gain=5.54257 0.0540191 0.00247449 0.000141632 1.00572e-05
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.26165000000000005 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.054170798114140661 0.053994640421100297 -0.03938412324705242 0.057336451155313418 -0.055068494440667463 0.053747911441959888
leaf_weight=4.1141619831323641 2.8715987429022771 3.4868240505456924 2.9190355539321899 3.0682534426450729 3.8902650773525238
leaf_count=29 21 20 20 20 30
internal_value=0 -0.495965 0.549031 -0.545543 0.538527
internal_weight=0 10.6692 9.6809 7.18242 6.76186
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=39
num_leaves=6
num_cat=0
split_feature=3 6 9 0 8
split_gain=5.54257 0.0540191 0.00247449 0.000141632 1.00572e-05
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.26165000000000005 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.054170798114140661 -0.053994640421100297 0.03938412324705242 -0.057336451155313418 0.055068494440667463 -0.053747911441959888
leaf_weight=4.1141619831323641 2.8715987429022771 3.4868240505456924 2.9190355539321899 3.0682534426450729 3.8902650773525238
leaf_count=29 21 20 20 20 30
internal_value=0 0.495965 -0.549031 0.545543 -0.538527
internal_weight=0 10.6692 9.6809 7.18242 6.76186
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=40
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=4.99672 0.100551 0.00613582 0.000101722 3.19188e-06
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.053803175557689521 0.033391215962766334 0.059381069249990072 0.053390144034790157 -0.054429134468168765 -0.053654051399798446
leaf_weight=2.6213995665311831 2.7610218077898008 2.9627159982919693 4.0417613238096237 3.1285587400197983 3.1722800582647324
leaf_count=20 20 20 34 21 25
internal_value=0 0.495534 0.559242 -0.539696 -0.537215
internal_weight=0 9.7655 7.00448 8.92224 5.79368
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=41
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=4.99672 0.100551 0.00613582 0.000101722 3.19188e-06
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.053803175557689521 -0.033391215962766334 -0.059381069249990072 -0.053390144034790157 0.054429134468168765 0.053654051399798446
leaf_weight=2.6213995665311831 2.7610218077898008 2.9627159982919693 4.0417613238096237 3.1285587400197983 3.1722800582647324
leaf_count=20 20 20 34 21 25
internal_value=0 -0.495534 -0.559242 0.539696 0.537215
internal_weight=0 9.7655 7.00448 8.92224 5.79368
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=42
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=4.47102 0.0600981 0.00165632 0.000240084 4.34251e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=-0.036697571773226439 0.056150772160341846 -0.053347558384695529 0.053182957633069822 -0.054615786530106007 0.053002781375664415
leaf_weight=3.0517333075404185 2.5579585283994657 3.2810544967651367 2.2446469590067863 2.7385766506195068 3.3105013445019722
leaf_count=21 20 28 20 20 31
internal_value=0 -0.481291 0.540452 -0.539245 0.530756
internal_weight=0 9.07136 8.11311 6.01963 5.55515
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=43
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=4.47102 0.0600981 0.00165632 0.000240084 4.34251e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=0.036697571773226439 -0.056150772160341846 0.053347558384695529 -0.053182957633069822 0.054615786530106007 -0.053002781375664415
leaf_weight=3.0517333075404185 2.5579585283994657 3.2810544967651367 2.2446469590067863 2.7385766506195068 3.3105013445019722
leaf_count=21 20 28 20 20 31
internal_value=0 0.481291 -0.540452 0.539245 -0.530756
internal_weight=0 9.07136 8.11311 6.01963 5.55515
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=44
num_leaves=6
num_cat=0
split_feature=3 6 9 0 6
split_gain=4.06142 0.0550918 0.00214807 0.000127024 7.94932e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.26165000000000005 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.053065865834734327 0.052969348578143477 -0.036303976182659174 0.056505321240002827 -0.054032442356201221 0.052716464742247428
leaf_weight=3.1462586969137174 2.1093666777014741 2.8150748014450073 2.2859446331858635 2.39422956854105 3.0266534090042114
leaf_count=29 20 20 20 20 31
internal_value=0 -0.476956 0.539553 -0.534836 0.528203
internal_weight=0 8.35556 7.42196 5.54049 5.13602
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=45
num_leaves=6
num_cat=0
split_feature=3 6 9 0 6
split_gain=4.06142 0.0550918 0.00214807 0.000127024 7.94932e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.26165000000000005 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.053065865834734327 -0.052969348578143477 0.036303976182659174 -0.056505321240002827 0.054032442356201221 -0.052716464742247428
leaf_weight=3.1462586969137174 2.1093666777014741 2.8150748014450073 2.2859446331858635 2.39422956854105 3.0266534090042114
leaf_count=29 20 20 20 20 31
internal_value=0 0.476956 -0.539553 0.534836 -0.528203
internal_weight=0 8.35556 7.42196 5.54049 5.13602
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=46
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=3.68062 0.0970499 0.005027 6.49461e-05 3.21417e-06
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.052818520948410046 0.030201732324322522 0.058598598493572379 0.052468899829554085 -0.053366361277327884 -0.052646937763609875
leaf_weight=2.0120985954999924 2.1842466220259666 2.3859770223498344 3.0458854660391808 2.4679311811923981 2.3867707997560501
leaf_count=20 20 20 34 21 25
internal_value=0 0.480031 0.551614 -0.529558 -0.527254
internal_weight=0 7.61611 5.43186 6.8668 4.39887
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=47
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=3.68062 0.0970499 0.005027 6.49461e-05 3.21417e-06
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.052818520948410046 -0.030201732324322522 -0.058598598493572379 -0.052468899829554085 0.053366361277327884 0.052646937763609875
leaf_weight=2.0120985954999924 2.1842466220259666 2.3859770223498344 3.0458854660391808 2.4679311811923981 2.3867707997560501
leaf_count=20 20 20 34 21 25
internal_value=0 -0.480031 -0.551614 0.529558 0.527254
internal_weight=0 7.61611 5.43186 6.8668 4.39887
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=48
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=3.28917 0.0598548 0.00138026 0.000190588 2.16786e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=-0.033774089126379601 0.055417771279818673 -0.052454593404249863 0.052328925818403565 -0.053740269590536932 0.052182151946765377
leaf_weight=2.4682292565703392 2.0358168929815292 2.4835610091686249 1.6937342286109922 2.1521547436714172 2.4794584140181541
leaf_count=21 20 28 20 20 31
internal_value=0 -0.463536 0.532831 -0.530515 0.522417
internal_weight=0 7.10395 6.20901 4.63572 4.17319
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=49
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=3.28917 0.0598548 0.00138026 0.000190588 2.16786e-06
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=0.033774089126379601 -0.055417771279818673 0.052454593404249863 -0.052328925818403565 0.053740269590536932 -0.052182151946765377
leaf_weight=2.4682292565703392 2.0358168929815292 2.4835610091686249 1.6937342286109922 2.1521547436714172 2.4794584140181541
leaf_count=21 20 28 20 20 31
internal_value=0 0.463536 -0.532831 0.530515 -0.522417
internal_weight=0 7.10395 6.20901 4.63572 4.17319
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=50
num_leaves=6
num_cat=0
split_feature=3 6 9 0 8
split_gain=2.99876 0.0549481 0.0017833 0.000108362 5.74891e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.26165000000000005 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.052273678658481842 0.052226451113816491 -0.033483270345535436 0.055908531473076499 -0.053289769700137934 0.051981709645739595
leaf_weight=2.398422472178936 1.7041909992694857 2.2786514908075333 1.7795842364430425 1.8662541210651395 2.1972212418913841
leaf_count=29 21 20 20 20 30
internal_value=0 -0.460199 0.532852 -0.527183 0.520886
internal_weight=0 6.54333 5.681 4.26468 3.90141
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=51
num_leaves=6
num_cat=0
split_feature=3 6 9 0 8
split_gain=2.99876 0.0549481 0.0017833 0.000108362 5.74891e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.26165000000000005 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.052273678658481842 -0.052226451113816491 0.033483270345535436 -0.055908531473076499 0.053289769700137934 -0.051981709645739595
leaf_weight=2.398422472178936 1.7041909992694857 2.2786514908075333 1.7795842364430425 1.8662541210651395 2.1972212418913841
leaf_count=29 21 20 20 20 30
internal_value=0 0.460199 -0.532852 0.527183 -0.520886
internal_weight=0 6.54333 5.681 4.26468 3.90141
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=52
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=2.73198 0.0914029 0.00392993 4.13705e-05 2.67594e-06
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.052107427101994314 0.02738781377452576 0.057935808139674333 0.051797742051188533 -0.052591005025780735 -0.051927607225123407
leaf_weight=1.5416138023138048 1.7455642670392988 1.9266990087926386 2.2744465470314026 1.9493635669350622 1.7866791337728498
leaf_count=20 20 20 34 21 25
internal_value=0 0.466213 0.546127 -0.522252 -0.520109
internal_weight=0 5.94671 4.20115 5.27766 3.32829
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=53
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=2.73198 0.0914029 0.00392993 4.13705e-05 2.67594e-06
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.052107427101994314 -0.02738781377452576 -0.057935808139674333 -0.051797742051188533 0.052591005025780735 0.051927607225123407
leaf_weight=1.5416138023138048 1.7455642670392988 1.9266990087926386 2.2744465470314026 1.9493635669350622 1.7866791337728498
leaf_count=20 20 20 34 21 25
internal_value=0 -0.466213 -0.546127 0.522252 0.520109
internal_weight=0 5.94671 4.20115 5.27766 3.32829
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=54
num_leaves=6
num_cat=0
split_feature=0 9 9 1 6
split_gain=2.43593 0.058697 0.0010889 0.000104868 1.8548e-06
threshold=0.40540000000000004 61.255300000000005 60.703950000000013 0.45165000000000005 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=-0.051961882588997178 0.054849454027001282 -0.031087811998869189 0.051743643804210052 -0.053051469354267189 0.051587428288459386
leaf_weight=1.928893215954304 1.6121827289462087 2.0111595839262009 1.2927280776202681 1.6295680925250051 1.8445901237428186
leaf_count=27 20 22 20 20 31
internal_value=0 -0.447432 0.527372 -0.524608 0.516518
internal_weight=0 5.56962 4.7495 3.55846 3.13732
internal_count=140 69 71 47 51
shrinkage=0.1


Tree=55
num_leaves=6
num_cat=0
split_feature=0 9 9 1 6
split_gain=2.43593 0.058697 0.0010889 0.000104868 1.8548e-06
threshold=0.40540000000000004 61.255300000000005 60.703950000000013 0.45165000000000005 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 3 -2 -1 -4
right_child=2 -3 4 -5 -6
leaf_value=0.051961882588997178 -0.054849454027001282 0.031087811998869189 -0.051743643804210052 0.053051469354267189 -0.051587428288459386
leaf_weight=1.928893215954304 1.6121827289462087 2.0111595839262009 1.2927280776202681 1.6295680925250051 1.8445901237428186
leaf_count=27 20 22 20 20 31
internal_value=0 0.447432 -0.527372 0.524608 -0.516518
internal_weight=0 5.56962 4.7495 3.55846 3.13732
internal_count=140 69 71 47 51
shrinkage=0.1


Tree=56
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=2.2284 0.0927352 0.00301629 2.78963e-05 1.27204e-06
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.051716648010890869 0.024701976688138481 0.057316183482297604 0.051473903918886267 -0.052162874789170879 -0.051580429352947037
leaf_weight=1.2739510424435141 1.5215673632919786 1.6626036092638972 1.8863246291875837 1.6529400795698164 1.4841966591775415
leaf_count=20 20 20 34 21 25
internal_value=0 0.453558 0.542109 -0.51838 -0.516433
internal_weight=0 5.0705 3.54893 4.41109 2.75815
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=57
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=2.2284 0.0927352 0.00301629 2.78963e-05 1.27204e-06
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.051716648010890869 -0.024701976688138481 -0.057316183482297604 -0.051473903918886267 0.052162874789170879 0.051580429352947037
leaf_weight=1.2739510424435141 1.5215673632919786 1.6626036092638972 1.8863246291875837 1.6529400795698164 1.4841966591775415
leaf_count=20 20 20 34 21 25
internal_value=0 -0.453558 -0.542109 0.51838 0.516433
internal_weight=0 5.0705 3.54893 4.41109 2.75815
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=58
num_leaves=6
num_cat=0
split_feature=3 6 9 0 8
split_gain=2.03482 0.0501157 0.00108008 0.000134047 4.92876e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.26165000000000005 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.051501327317663076 0.05158203632406673 -0.030658885022029722 0.054956583738796028 -0.052839344359518918 0.051311784138052145
leaf_weight=1.6313554085791113 1.2332829609513285 1.703588932752609 1.2794325128197668 1.3839210346341131 1.4903241246938703
leaf_count=29 21 20 20 20 30
internal_value=0 -0.443693 0.5256 -0.521154 0.514342
internal_weight=0 4.71887 4.00304 3.01528 2.72361
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=59
num_leaves=6
num_cat=0
split_feature=3 6 9 0 8
split_gain=2.03482 0.0501157 0.00108008 0.000134047 4.92876e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.26165000000000005 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.051501327317663076 -0.05158203632406673 0.030658885022029722 -0.054956583738796028 0.052839344359518918 -0.051311784138052145
leaf_weight=1.6313554085791113 1.2332829609513285 1.703588932752609 1.2794325128197668 1.3839210346341131 1.4903241246938703
leaf_count=29 21 20 20 20 30
internal_value=0 0.443693 -0.5256 0.521154 -0.514342
internal_weight=0 4.71887 4.00304 3.01528 2.72361
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=60
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=1.81854 0.0913266 0.00220273 2.12419e-05 7.14294e-07
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.051396310934498139 0.022453047652526842 0.056632059634170298 0.051194497203450151 -0.051829610934219006 -0.051283771109211201
leaf_weight=1.0491305664181716 1.3476270027458666 1.4396878406405451 1.5439251512289045 1.4141703657805917 1.2196025550365446
leaf_count=20 20 20 34 21 25
internal_value=0 0.440593 0.538183 -0.515254 -0.513358
internal_weight=0 4.33124 2.98361 3.6829 2.26873
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=61
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=1.81854 0.0913266 0.00220273 2.12419e-05 7.14294e-07
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.051396310934498139 -0.022453047652526842 -0.056632059634170298 -0.051194497203450151 0.051829610934219006 0.051283771109211201
leaf_weight=1.0491305664181716 1.3476270027458666 1.4396878406405451 1.5439251512289045 1.4141703657805917 1.2196025550365446
leaf_count=20 20 20 34 21 25
internal_value=0 -0.440593 -0.538183 0.515254 0.513358
internal_weight=0 4.33124 2.98361 3.6829 2.26873
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=62
num_leaves=6
num_cat=0
split_feature=3 8 9 0 6
split_gain=1.66068 0.0524446 0.000623481 0.000127962 4.10521e-06
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 0.25400000000000006 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.051263553693195379 0.051347423422328314 -0.028331555272131964 0.054120358547424099 -0.052687809974344524 0.051077032628208702
leaf_weight=1.3265923261642458 1.0050322040915496 1.4981939792633054 1.072735048830509 1.20275092869997 1.2723568379878996
leaf_count=28 20 21 20 20 31
internal_value=0 -0.431585 0.521326 -0.519408 0.511964
internal_weight=0 4.02754 3.35012 2.52934 2.27739
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=63
num_leaves=6
num_cat=0
split_feature=3 8 9 0 6
split_gain=1.66068 0.0524446 0.000623481 0.000127962 4.10521e-06
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 0.25400000000000006 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.051263553693195379 -0.051347423422328314 0.028331555272131964 -0.054120358547424099 0.052687809974344524 -0.051077032628208702
leaf_weight=1.3265923261642458 1.0050322040915496 1.4981939792633054 1.072735048830509 1.20275092869997 1.2723568379878996
leaf_count=28 20 21 20 20 31
internal_value=0 0.431585 -0.521326 0.519408 -0.511964
internal_weight=0 4.02754 3.35012 2.52934 2.27739
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=64
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=1.5245 0.0499703 0.000786151 0.000104241 9.30601e-07
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=-0.027680990116192294 0.054319541688870765 -0.051121968530787071 0.051085024589739972 -0.052451514927663562 0.050944793536923411
leaf_weight=1.3536134324967863 1.1323163919150832 1.1824042797088625 0.81799392402172066 1.1764231771230695 1.1228116750717161
leaf_count=21 20 28 20 20 31
internal_value=0 -0.429963 0.522256 -0.517851 0.510039
internal_weight=0 3.71244 3.07312 2.35883 1.94081
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=65
num_leaves=6
num_cat=0
split_feature=0 1 9 3 6
split_gain=1.5245 0.0499703 0.000786151 0.000104241 9.30601e-07
threshold=0.40540000000000004 0.39565000000000006 60.703950000000013 0.23455000000000004 0.45250000000000007
decision_type=2 2 2 2 2
left_child=1 -1 -2 -3 -4
right_child=2 3 4 -5 -6
leaf_value=0.027680990116192294 -0.054319541688870765 0.051121968530787071 -0.051085024589739972 0.052451514927663562 -0.050944793536923411
leaf_weight=1.3536134324967863 1.1323163919150832 1.1824042797088625 0.81799392402172066 1.1764231771230695 1.1228116750717161
leaf_count=21 20 28 20 20 31
internal_value=0 0.429963 -0.522256 0.517851 -0.510039
internal_weight=0 3.71244 3.07312 2.35883 1.94081
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=66
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=1.36686 0.0839845 0.00156619 1.26561e-05 5.41085e-07
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.051060115871993154 0.019721193535468483 0.056073009873761896 0.050888622579348113 -0.051432626047375231 -0.050947554787351391
leaf_weight=0.8035056069493296 1.0765005573630335 1.1705194115638735 1.1603489741683004 1.1188170053064821 0.91153978556394555
leaf_count=20 20 20 34 21 25
internal_value=0 0.428228 0.534921 -0.51171 -0.510003
internal_weight=0 3.40737 2.33087 2.83386 1.71505
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=67
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=1.36686 0.0839845 0.00156619 1.26561e-05 5.41085e-07
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.051060115871993154 -0.019721193535468483 -0.056073009873761896 -0.050888622579348113 0.051432626047375231 0.050947554787351391
leaf_weight=0.8035056069493296 1.0765005573630335 1.1705194115638735 1.1603489741683004 1.1188170053064821 0.91153978556394555
leaf_count=20 20 20 34 21 25
internal_value=0 -0.428228 -0.534921 0.51171 0.510003
internal_weight=0 3.40737 2.33087 2.83386 1.71505
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=68
num_leaves=6
num_cat=0
split_feature=0 1 6 3 8
split_gain=1.24658 0.0509289 0.000448908 9.64629e-05 2.43685e-06
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 0.23455000000000004 0.23300000000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=-0.025485729909565276 0.051042926172593775 -0.050914572987086515 0.053711269601380632 -0.05231040977081735 0.050803431742760752
leaf_weight=1.1948646716773512 0.78488082252442859 0.97164680808782555 0.86242853105068196 1.0094669274985788 0.92620242387056351
leaf_count=21 20 28 21 20 30
internal_value=0 -0.417914 0.518509 -0.516258 0.509133
internal_weight=0 3.17598 2.57351 1.98111 1.71108
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=69
num_leaves=6
num_cat=0
split_feature=0 1 6 3 8
split_gain=1.24658 0.0509289 0.000448908 9.64629e-05 2.43685e-06
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 0.23455000000000004 0.23300000000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=0.025485729909565276 -0.051042926172593775 0.050914572987086515 -0.053711269601380632 0.05231040977081735 -0.050803431742760752
leaf_weight=1.1948646716773512 0.78488082252442859 0.97164680808782555 0.86242853105068196 1.0094669274985788 0.92620242387056351
leaf_count=21 20 28 21 20 30
internal_value=0 0.417914 -0.518509 0.516258 -0.509133
internal_weight=0 3.17598 2.57351 1.98111 1.71108
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=70
num_leaves=6
num_cat=0
split_feature=3 8 9 4 8
split_gain=1.14747 0.044537 0.000606829 6.61175e-05 1.96579e-06
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 7.405050000000001 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.050889089461698456 0.050937176132015385 -0.026147481471810143 0.054208942804753135 -0.052103145618338169 0.050712945359104034
leaf_weight=0.93772452510893356 0.7416216526180508 1.1318861320614813 0.79603264480829217 0.85995538346469413 0.82690448313951492
leaf_count=28 21 21 20 20 30
internal_value=0 -0.416861 0.519602 -0.514699 0.50819
internal_weight=0 2.92957 2.36456 1.79768 1.56853
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=71
num_leaves=6
num_cat=0
split_feature=3 8 9 4 8
split_gain=1.14747 0.044537 0.000606829 6.61175e-05 1.96579e-06
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 7.405050000000001 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.050889089461698456 -0.050937176132015385 0.026147481471810143 -0.054208942804753135 0.052103145618338169 -0.050712945359104034
leaf_weight=0.93772452510893356 0.7416216526180508 1.1318861320614813 0.79603264480829217 0.85995538346469413 0.82690448313951492
leaf_count=28 21 21 20 20 30
internal_value=0 0.416861 -0.519602 0.514699 -0.50819
internal_weight=0 2.92957 2.36456 1.79768 1.56853
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=72
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=1.03315 0.0748931 0.00105809 7.61535e-06 3.74024e-07
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.050809607000098379 0.017562100104499184 0.055483850775975257 0.050650177768902807 -0.051133130983792109 -0.050702073050982593
leaf_weight=0.61600278317928336 0.8721148613840346 0.9625606909394262 0.85523675009608269 0.88882664032280434 0.68106263875961293
leaf_count=20 20 20 34 21 25
internal_value=0 0.416522 0.532097 -0.509077 -0.507531
internal_weight=0 2.68991 1.8178 2.18589 1.29707
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=73
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=1.03315 0.0748931 0.00105809 7.61535e-06 3.74024e-07
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.050809607000098379 -0.017562100104499184 -0.055483850775975257 -0.050650177768902807 0.051133130983792109 0.050702073050982593
leaf_weight=0.61600278317928336 0.8721148613840346 0.9625606909394262 0.85523675009608269 0.88882664032280434 0.68106263875961293
leaf_count=20 20 20 34 21 25
internal_value=0 -0.416522 -0.532097 0.509077 0.507531
internal_weight=0 2.68991 1.8178 2.18589 1.29707
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=74
num_leaves=6
num_cat=0
split_feature=0 1 6 3 6
split_gain=0.940458 0.0464334 0.000331649 6.48001e-05 1.66077e-06
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 0.23455000000000004 0.33495000000000003
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=-0.023497182703875075 0.050812528309908123 -0.050683975159285334 0.053426038412060561 -0.051986004898850358 0.050586934018280329
leaf_weight=0.98035083524882816 0.64612152427434899 0.72998502664267984 0.67704687640070893 0.80238845758140076 0.65932182222604752
leaf_count=21 21 28 21 20 29
internal_value=0 -0.404927 0.516301 -0.513657 0.506986
internal_weight=0 2.51272 1.98249 1.53237 1.30544
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=75
num_leaves=6
num_cat=0
split_feature=0 1 6 3 6
split_gain=0.940458 0.0464334 0.000331649 6.48001e-05 1.66077e-06
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 0.23455000000000004 0.33495000000000003
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=0.023497182703875075 -0.050812528309908123 0.050683975159285334 -0.053426038412060561 0.051986004898850358 -0.050586934018280329
leaf_weight=0.98035083524882816 0.64612152427434899 0.72998502664267984 0.67704687640070893 0.80238845758140076 0.65932182222604752
leaf_count=21 21 28 21 20 29
internal_value=0 0.404927 -0.516301 0.513657 -0.506986
internal_weight=0 2.51272 1.98249 1.53237 1.30544
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=76
num_leaves=6
num_cat=0
split_feature=3 6 9 3 6
split_gain=0.867783 0.0407859 0.000429686 4.79342e-05 1.15227e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.21515000000000004 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.050654136736680434 0.050730024892721319 -0.024135717325628907 0.053846202380852907 -0.051826962087452744 0.050532702749885583
leaf_weight=0.72279984690248988 0.55075964890420415 0.92419729754328717 0.63441120833158482 0.67290553450584412 0.63963523134589195
leaf_count=29 20 20 20 20 31
internal_value=0 -0.4043 0.517442 -0.512196 0.50624
internal_weight=0 2.3199 1.82481 1.39571 1.19039
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=77
num_leaves=6
num_cat=0
split_feature=3 6 9 3 6
split_gain=0.867783 0.0407859 0.000429686 4.79342e-05 1.15227e-06
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.21515000000000004 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.050654136736680434 -0.050730024892721319 0.024135717325628907 -0.053846202380852907 0.051826962087452744 -0.050532702749885583
leaf_weight=0.72279984690248988 0.55075964890420415 0.92419729754328717 0.63441120833158482 0.67290553450584412 0.63963523134589195
leaf_count=29 20 20 20 20 31
internal_value=0 0.4043 -0.517442 0.512196 -0.50624
internal_weight=0 2.3199 1.82481 1.39571 1.19039
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=78
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=0.785147 0.0667424 0.000703102 4.81108e-06 2.71239e-07
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.05062211265003827 0.015283087229857932 0.054945218553115995 0.050487124487966752 -0.050909295572205353 -0.050516743716970937
leaf_weight=0.4732553940266373 0.70172380097210441 0.78642699401825633 0.64303338713943958 0.71282576583325852 0.50498032383620739
leaf_count=20 20 20 34 21 25
internal_value=0 0.405408 0.529398 -0.507117 -0.505677
internal_weight=0 2.13118 1.42946 1.69106 0.978236
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=79
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=0.785147 0.0667424 0.000703102 4.81108e-06 2.71239e-07
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.05062211265003827 -0.015283087229857932 -0.054945218553115995 -0.050487124487966752 0.050909295572205353 0.050516743716970937
leaf_weight=0.4732553940266373 0.70172380097210441 0.78642699401825633 0.64303338713943958 0.71282576583325852 0.50498032383620739
leaf_count=20 20 20 34 21 25
internal_value=0 -0.405408 -0.529398 0.507117 0.505677
internal_weight=0 2.13118 1.42946 1.69106 0.978236
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=80
num_leaves=6
num_cat=0
split_feature=0 9 6 1 8
split_gain=0.712769 0.0425961 0.000236872 3.83284e-05 9.12952e-07
threshold=0.40540000000000004 61.255300000000005 0.58385000000000009 0.45165000000000005 0.23300000000000001
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.050615081149083141 0.050635962021944952 -0.021339509162573531 0.053144347634565395 -0.051746664158860922 0.050444377614910822
leaf_weight=0.60600220598280452 0.47995162941515424 0.79710367321968068 0.53563070669770241 0.59148765541613102 0.51629327517002821
leaf_count=27 20 22 21 20 30
internal_value=0 -0.392512 0.514485 -0.51174 0.505367
internal_weight=0 1.99459 1.53188 1.19749 0.996245
internal_count=140 69 71 47 50
shrinkage=0.1


Tree=81
num_leaves=6
num_cat=0
split_feature=0 9 6 1 8
split_gain=0.712769 0.0425961 0.000236872 3.83284e-05 9.12952e-07
threshold=0.40540000000000004 61.255300000000005 0.58385000000000009 0.45165000000000005 0.23300000000000001
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.050615081149083141 -0.050635962021944952 0.021339509162573531 -0.053144347634565395 0.051746664158860922 -0.050444377614910822
leaf_weight=0.60600220598280452 0.47995162941515424 0.79710367321968068 0.53563070669770241 0.59148765541613102 0.51629327517002821
leaf_count=27 20 22 21 20 30
internal_value=0 0.392512 -0.514485 0.51174 -0.505367
internal_weight=0 1.99459 1.53188 1.19749 0.996245
internal_count=140 69 71 47 50
shrinkage=0.1


Tree=82
num_leaves=6
num_cat=0
split_feature=3 8 9 4 8
split_gain=0.659108 0.0359856 0.000297075 3.09675e-05 7.37971e-07
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 7.405050000000001 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.05051085496315523 0.050571265817120584 -0.022709508664003702 0.053509058058479532 -0.051584670078814267 0.050391107119487147
leaf_weight=0.53862664103508018 0.4521877523511646 0.7689374890178442 0.50311462394893169 0.53563578240573406 0.45731189846992487
leaf_count=28 21 21 20 20 30
internal_value=0 -0.392249 0.515593 -0.510463 0.504807
internal_weight=0 1.8432 1.41261 1.07426 0.9095
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=83
num_leaves=6
num_cat=0
split_feature=3 8 9 4 8
split_gain=0.659108 0.0359856 0.000297075 3.09675e-05 7.37971e-07
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 7.405050000000001 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.05051085496315523 -0.050571265817120584 0.022709508664003702 -0.053509058058479532 0.051584670078814267 -0.050391107119487147
leaf_weight=0.53862664103508018 0.4521877523511646 0.7689374890178442 0.50311462394893169 0.53563578240573406 0.45731189846992487
leaf_count=28 21 21 20 20 30
internal_value=0 0.392249 -0.515593 0.510463 -0.504807
internal_weight=0 1.8432 1.41261 1.07426 0.9095
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=84
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=0.59988 0.0581574 0.000442256 3.10899e-06 8.95175e-08
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.050461500232217051 0.013473460228894674 0.054375560535495762 0.050357068545184208 -0.050735198955552376 -0.050391658707682613
leaf_weight=0.3526791697368028 0.56988660246133793 0.65216177981346812 0.47214806638658047 0.57741511613130569 0.38261454738676554
leaf_count=20 20 20 34 21 25
internal_value=0 0.394972 0.52688 -0.505615 -0.504252
internal_weight=0 1.6942 1.12431 1.31271 0.735294
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=85
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=0.59988 0.0581574 0.000442256 3.10899e-06 8.95175e-08
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.050461500232217051 -0.013473460228894674 -0.054375560535495762 -0.050357068545184208 0.050735198955552376 0.050391658707682613
leaf_weight=0.3526791697368028 0.56988660246133793 0.65216177981346812 0.47214806638658047 0.57741511613130569 0.38261454738676554
leaf_count=20 20 20 34 21 25
internal_value=0 -0.394972 -0.52688 0.505615 0.504252
internal_weight=0 1.6942 1.12431 1.31271 0.735294
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=86
num_leaves=6
num_cat=0
split_feature=0 1 6 3 6
split_gain=0.542763 0.0381574 0.000165174 2.65302e-05 5.81491e-07
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 0.23455000000000004 0.33495000000000003
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=-0.019474028778803804 0.050499609462689415 -0.05039682450602543 0.052876288225964962 -0.051466607852108007 0.050324883306293158
leaf_weight=0.6510696914047005 0.39683190360665294 0.41985561884939671 0.42463634442538017 0.51761327870190144 0.36627252958714962
leaf_count=21 21 28 21 20 29
internal_value=0 -0.380716 0.512954 -0.509875 0.504157
internal_weight=0 1.58854 1.18774 0.937469 0.763104
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=87
num_leaves=6
num_cat=0
split_feature=0 1 6 3 6
split_gain=0.542763 0.0381574 0.000165174 2.65302e-05 5.81491e-07
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 0.23455000000000004 0.33495000000000003
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=0.019474028778803804 -0.050499609462689415 0.05039682450602543 -0.052876288225964962 0.051466607852108007 -0.050324883306293158
leaf_weight=0.6510696914047005 0.39683190360665294 0.41985561884939671 0.42463634442538017 0.51761327870190144 0.36627252958714962
leaf_count=21 21 28 21 20 29
internal_value=0 0.380716 -0.512954 0.509875 -0.504157
internal_weight=0 1.58854 1.18774 0.937469 0.763104
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=88
num_leaves=6
num_cat=0
split_feature=3 6 9 3 6
split_gain=0.502716 0.0319507 0.000197736 2.10361e-05 4.15245e-07
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.21515000000000004 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.050373580677534162 0.05045035321566832 -0.02109909487720877 0.05315402044432143 -0.051376237625613289 0.050295474348047479
leaf_weight=0.41367320250719808 0.33755399379879214 0.63235282525420189 0.40421542804688215 0.42343268636614079 0.35533876065164804
leaf_count=29 20 20 20 20 31
internal_value=0 -0.380648 0.513963 -0.508808 0.503709
internal_weight=0 1.46946 1.09711 0.837106 0.692893
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=89
num_leaves=6
num_cat=0
split_feature=3 6 9 3 6
split_gain=0.502716 0.0319507 0.000197736 2.10361e-05 4.15245e-07
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.21515000000000004 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.050373580677534162 -0.05045035321566832 0.02109909487720877 -0.05315402044432143 0.051376237625613289 -0.050295474348047479
leaf_weight=0.41367320250719808 0.33755399379879214 0.63235282525420189 0.40421542804688215 0.42343268636614079 0.35533876065164804
leaf_count=29 20 20 20 20 31
internal_value=0 0.380648 -0.513963 0.508808 -0.503709
internal_weight=0 1.46946 1.09711 0.837106 0.692893
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=90
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=0.460697 0.0506615 0.000279193 1.93311e-06 6.67025e-08
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.050358213281542191 0.0115812431941147 0.053883415797376044 0.050269645399897991 -0.050598876161631702 -0.05028889409743377
leaf_weight=0.27210653293877862 0.46032379381358601 0.53451334685087204 0.35629421006888151 0.46704506035894161 0.28338075056672096
leaf_count=20 20 20 34 21 25
internal_value=0 0.385183 0.52438 -0.504489 -0.503229
internal_weight=0 1.35113 0.890808 1.02253 0.555487
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=91
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=0.460697 0.0506615 0.000279193 1.93311e-06 6.67025e-08
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.050358213281542191 -0.0115812431941147 -0.053883415797376044 -0.050269645399897991 0.050598876161631702 0.05028889409743377
leaf_weight=0.27210653293877862 0.46032379381358601 0.53451334685087204 0.35629421006888151 0.46704506035894161 0.28338075056672096
leaf_count=20 20 20 34 21 25
internal_value=0 -0.385183 -0.52438 0.504489 0.503229
internal_weight=0 1.35113 0.890808 1.02253 0.555487
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=92
num_leaves=6
num_cat=0
split_feature=0 1 6 9 8
split_gain=0.415158 0.0329655 0.000111908 1.6492e-05 3.18759e-07
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 55.161500000000004 0.23300000000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=-0.018249359425574409 0.050396164107299718 -0.051321354391637902 0.052606537503587583 -0.050369581294084677 0.050248499208094891
leaf_weight=0.54067680146545205 0.29663618840277184 0.3626583144068718 0.33917900500819087 0.36558100767433638 0.28823101380839944
leaf_count=21 20 21 21 27 30
internal_value=0 -0.369554 0.511614 -0.508436 0.503234
internal_weight=0 1.26892 0.924046 0.728239 0.584867
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=93
num_leaves=6
num_cat=0
split_feature=0 1 6 9 8
split_gain=0.415158 0.0329655 0.000111908 1.6492e-05 3.18759e-07
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 55.161500000000004 0.23300000000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=0.018249359425574409 -0.050396164107299718 0.051321354391637902 -0.052606537503587583 0.050369581294084677 -0.050248499208094891
leaf_weight=0.54067680146545205 0.29663618840277184 0.3626583144068718 0.33917900500819087 0.36558100767433638 0.28823101380839944
leaf_count=21 20 21 21 27 30
internal_value=0 0.369554 -0.511614 0.508436 -0.503234
internal_weight=0 1.26892 0.924046 0.728239 0.584867
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=94
num_leaves=6
num_cat=0
split_feature=3 8 9 3 8
split_gain=0.385076 0.028081 0.000130132 1.28079e-05 2.56973e-07
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 0.19645000000000004 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.050310044036069146 0.050355630160313317 -0.019649778894745101 0.052833910319416144 -0.051195528883148204 0.050216448626899723
leaf_weight=0.31927631609141849 0.27879916829988349 0.5214699087664485 0.32308378210291266 0.33446900174021721 0.25306705525144935
leaf_count=28 21 21 20 20 30
internal_value=0 -0.369574 0.51251 -0.507631 0.502894
internal_weight=0 1.17522 0.85495 0.653745 0.531866
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=95
num_leaves=6
num_cat=0
split_feature=3 8 9 3 8
split_gain=0.385076 0.028081 0.000130132 1.28079e-05 2.56973e-07
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 0.19645000000000004 0.23130000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.050310044036069146 -0.050355630160313317 0.019649778894745101 -0.052833910319416144 0.051195528883148204 -0.050216448626899723
leaf_weight=0.31927631609141849 0.27879916829988349 0.5214699087664485 0.32308378210291266 0.33446900174021721 0.25306705525144935
leaf_count=28 21 21 20 20 30
internal_value=0 0.369574 -0.51251 0.507631 -0.502894
internal_weight=0 1.17522 0.85495 0.653745 0.531866
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=96
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=0.355699 0.0433689 0.000166341 1.16858e-06 4.20697e-08
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.050279273342513177 0.010103122849647355 0.053377647818013442 0.050197899984902462 -0.050489757626554103 -0.05021612134701519
leaf_weight=0.21027297619730245 0.37440472003072478 0.44537148717790842 0.26089022681117058 0.37757824920117855 0.21167623158544305
leaf_count=20 20 20 34 21 25
internal_value=0 0.376172 0.522031 -0.50362 -0.502476
internal_weight=0 1.08067 0.706262 0.799527 0.421949
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=97
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=0.355699 0.0433689 0.000166341 1.16858e-06 4.20697e-08
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.050279273342513177 -0.010103122849647355 -0.053377647818013442 -0.050197899984902462 0.050489757626554103 0.05021612134701519
leaf_weight=0.21027297619730245 0.37440472003072478 0.44537148717790842 0.26089022681117058 0.37757824920117855 0.21167623158544305
leaf_count=20 20 20 34 21 25
internal_value=0 -0.376172 -0.522031 0.50362 0.502476
internal_weight=0 1.08067 0.706262 0.799527 0.421949
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=98
num_leaves=6
num_cat=0
split_feature=0 9 6 0 6
split_gain=0.318928 0.0288365 7.43641e-05 1.00406e-05 1.93444e-07
threshold=0.40540000000000004 61.255300000000005 0.58385000000000009 0.24775000000000003 0.33495000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.050301389234725158 0.050313246154517946 -0.016777509376969545 0.052349712387996489 -0.051139251150916415 0.05018154779564258
leaf_weight=0.27918109763413645 0.2463302635587753 0.44426798354834318 0.27124407002702355 0.29327185405418282 0.20380924921482799
leaf_count=27 21 22 21 20 29
internal_value=0 -0.358944 0.510418 -0.507306 0.502536
internal_weight=0 1.01672 0.721384 0.572453 0.45014
internal_count=140 69 71 47 50
shrinkage=0.1


Tree=99
num_leaves=6
num_cat=0
split_feature=0 9 6 0 6
split_gain=0.318928 0.0288365 7.43641e-05 1.00406e-05 1.93444e-07
threshold=0.40540000000000004 61.255300000000005 0.58385000000000009 0.24775000000000003 0.33495000000000003
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.050301389234725158 -0.050313246154517946 0.016777509376969545 -0.052349712387996489 0.051139251150916415 -0.05018154779564258
leaf_weight=0.27918109763413645 0.2463302635587753 0.44426798354834318 0.27124407002702355 0.29327185405418282 0.20380924921482799
leaf_count=27 21 22 21 20 29
internal_value=0 0.358944 -0.510418 0.507306 -0.502536
internal_weight=0 1.01672 0.721384 0.572453 0.45014
internal_count=140 69 71 47 50
shrinkage=0.1


Tree=100
num_leaves=6
num_cat=0
split_feature=3 6 9 3 6
split_gain=0.296165 0.0236951 8.28957e-05 8.28773e-06 1.41497e-07
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.21515000000000004 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.050215095557514827 0.050283508356012856 -0.018854297736225854 0.052508335130377462 -0.05102650541249526 0.050165550202425441
leaf_weight=0.2369849244132638 0.20921397162601352 0.43721470888704062 0.26133958017453551 0.26849777111783624 0.19787345780059692
leaf_count=29 20 20 20 20 31
internal_value=0 -0.359013 0.511184 -0.506461 0.502262
internal_weight=0 0.942697 0.668427 0.505483 0.407087
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=101
num_leaves=6
num_cat=0
split_feature=3 6 9 3 6
split_gain=0.296165 0.0236951 8.28957e-05 8.28773e-06 1.41497e-07
threshold=0.53820000000000012 0.28670000000000001 69.498500000000021 0.21515000000000004 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.050215095557514827 -0.050283508356012856 0.018854297736225854 -0.052508335130377462 0.05102650541249526 -0.050165550202425441
leaf_weight=0.2369849244132638 0.20921397162601352 0.43721470888704062 0.26133958017453551 0.26849777111783624 0.19787345780059692
leaf_count=29 20 20 20 20 31
internal_value=0 0.359013 -0.511184 0.506461 -0.502262
internal_weight=0 0.942697 0.668427 0.505483 0.407087
internal_count=140 69 71 49 51
shrinkage=0.1


Tree=102
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=0.276067 0.0371423 0.000101384 7.56279e-07 1.56182e-08
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.05020806395857691 0.0085688092420580213 0.052960977439845194 0.050150613553896509 -0.050405188318574927 -0.050163613949764797
leaf_weight=0.15662223659455776 0.30319669982418418 0.36580710811540479 0.19776070211082697 0.31136215664446354 0.15959464432671666
leaf_count=20 20 20 34 21 25
internal_value=0 0.367913 0.519748 -0.502946 -0.501856
internal_weight=0 0.866765 0.563568 0.627579 0.316217
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=103
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=0.276067 0.0371423 0.000101384 7.56279e-07 1.56182e-08
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.05020806395857691 -0.0085688092420580213 -0.052960977439845194 -0.050150613553896509 0.050405188318574927 0.050163613949764797
leaf_weight=0.15662223659455776 0.30319669982418418 0.36580710811540479 0.19776070211082697 0.31136215664446354 0.15959464432671666
leaf_count=20 20 20 34 21 25
internal_value=0 -0.367913 -0.519748 0.502946 0.501856
internal_weight=0 0.866765 0.563568 0.627579 0.316217
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=104
num_leaves=6
num_cat=0
split_feature=0 1 6 9 8
split_gain=0.246106 0.0250618 4.84114e-05 6.4815e-06 1.06126e-07
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 55.161500000000004 0.23300000000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=-0.015379653323334597 0.050251318086852598 -0.050993266780303595 0.052100233171460814 -0.050236325202884513 0.050140395932985304
leaf_weight=0.36438596062362194 0.18527205009013412 0.22726240381598475 0.21849976014345884 0.22523859003558755 0.16139362379908562
leaf_count=21 20 21 21 27 30
internal_value=0 -0.348985 0.509345 -0.506165 0.501997
internal_weight=0 0.816887 0.565165 0.452501 0.346666
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=105
num_leaves=6
num_cat=0
split_feature=0 1 6 9 8
split_gain=0.246106 0.0250618 4.84114e-05 6.4815e-06 1.06126e-07
threshold=0.40540000000000004 0.39565000000000006 0.58385000000000009 55.161500000000004 0.23300000000000001
decision_type=2 2 2 2 2
left_child=1 -1 4 -3 -2
right_child=2 3 -4 -5 -6
leaf_value=0.015379653323334597 -0.050251318086852598 0.050993266780303595 -0.052100233171460814 0.050236325202884513 -0.050140395932985304
leaf_weight=0.36438596062362194 0.18527205009013412 0.22726240381598475 0.21849976014345884 0.22523859003558755 0.16139362379908562
leaf_count=21 20 21 21 27 30
internal_value=0 0.348985 -0.509345 0.506165 -0.501997
internal_weight=0 0.816887 0.565165 0.452501 0.346666
internal_count=140 69 71 48 50
shrinkage=0.1


Tree=106
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=0.229924 0.0341777 6.56186e-05 4.84805e-07 1.46998e-08
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.050180884039843179 0.0074324766839056521 0.052602652881885495 0.050122431281975854 -0.050348974845216679 -0.050133772504590515
leaf_weight=0.13435281813144684 0.27231283998116845 0.32057841634377843 0.15986528876237571 0.26484813541173929 0.13062116736546159
leaf_count=20 20 20 34 21 25
internal_value=0 0.357354 0.517774 -0.502533 -0.501577
internal_weight=0 0.752757 0.480444 0.529822 0.264974
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=107
num_leaves=6
num_cat=0
split_feature=3 6 2 6 1
split_gain=0.229924 0.0341777 6.56186e-05 4.84805e-07 1.46998e-08
threshold=0.43445000000000006 0.32195000000000001 1.1347500000000001 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.050180884039843179 -0.0074324766839056521 -0.052602652881885495 -0.050122431281975854 0.050348974845216679 0.050133772504590515
leaf_weight=0.13435281813144684 0.27231283998116845 0.32057841634377843 0.15986528876237571 0.26484813541173929 0.13062116736546159
leaf_count=20 20 20 34 21 25
internal_value=0 -0.357354 -0.517774 0.502533 0.501577
internal_weight=0 0.752757 0.480444 0.529822 0.264974
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=108
num_leaves=6
num_cat=0
split_feature=3 8 9 3 6
split_gain=0.212669 0.018928 3.85088e-05 5.40178e-06 8.44237e-08
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 0.19645000000000004 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=-0.05016725567784408 0.050221925528453587 -0.017628530524921079 0.051990545744209943 -0.050933567538363103 0.050114565579065053
leaf_weight=0.16733182594180107 0.15992486919276416 0.32802397757768631 0.19261523033492267 0.20429167756810784 0.13513853913173079
leaf_count=28 20 21 20 20 31
internal_value=0 -0.351355 0.508907 -0.505885 0.501728
internal_weight=0 0.699647 0.487679 0.371624 0.295063
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=109
num_leaves=6
num_cat=0
split_feature=3 8 9 3 6
split_gain=0.212669 0.018928 3.85088e-05 5.40178e-06 8.44237e-08
threshold=0.53820000000000012 0.23130000000000003 69.498500000000021 0.19645000000000004 0.34345000000000009
decision_type=2 2 2 2 2
left_child=1 3 4 -1 -2
right_child=2 -3 -4 -5 -6
leaf_value=0.05016725567784408 -0.050221925528453587 0.017628530524921079 -0.051990545744209943 0.050933567538363103 -0.050114565579065053
leaf_weight=0.16733182594180107 0.15992486919276416 0.32802397757768631 0.19261523033492267 0.20429167756810784 0.13513853913173079
leaf_count=28 20 21 20 20 31
internal_value=0 0.351355 -0.508907 0.505885 -0.501728
internal_weight=0 0.699647 0.487679 0.371624 0.295063
internal_count=140 69 71 48 51
shrinkage=0.1


Tree=110
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=0.191675 0.0314875 4.3935e-05 3.36813e-07 7.31947e-09
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=-0.050147950408349143 0.0062166866357838465 0.052306715309342944 0.050103937683255433 -0.050303349851510339 -0.050111305960806811
leaf_weight=0.11002645688131452 0.24370568105950952 0.27624474046751857 0.13469588803127408 0.22952446108683944 0.10802554129622877
leaf_count=20 20 20 34 21 25
internal_value=0 0.346955 0.515847 -0.502188 -0.501298
internal_weight=0 0.654646 0.410941 0.447576 0.218052
internal_count=140 74 54 66 45
shrinkage=0.1


Tree=111
num_leaves=6
num_cat=0
split_feature=3 8 3 6 1
split_gain=0.191675 0.0314875 4.3935e-05 3.36813e-07 7.31947e-09
threshold=0.43445000000000006 0.22770000000000004 0.87725000000000009 0.26980000000000004 0.43235000000000007
decision_type=2 2 2 2 2
left_child=3 -2 -3 4 -1
right_child=1 2 -4 -5 -6
leaf_value=0.050147950408349143 -0.0062166866357838465 -0.052306715309342944 -0.050103937683255433 0.050303349851510339 0.050111305960806811
leaf_weight=0.11002645688131452 0.24370568105950952 0.27624474046751857 0.13469588803127408 0.22952446108683944 0.10802554129622877
leaf_count=20 20 20 34 21 25
internal_value=0 -0.346955 -0.515847 0.502188 0.501298
internal_weight=0 0.654646 0.410941 0.447576 0.218052
internal_count=140 74 54 66 45
shrinkage=0.1


end of trees

feature importances:
OpenFace_cosine=136
Facenet_cosine=126
VGG-Face_cosine=70
VGG-Face_euclidean=70
DeepFace_euclidean=70
DeepFace_cosine=56
VGG-Face_euclidean_l2=20
Facenet_euclidean=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