model.txt

tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=6
objective=binary sigmoid:1
feature_names=bidder_id_encoded width height aspect_ratio is_mp4 min_dur max_dur
feature_infos=[0:2] [50:1920] [50:1280] [0.5625:1.7777777777777777] [0:1] [0:60] [5:120]
tree_sizes=2071 2176 2072 1972 2096 2212 1687 2118 2007 1905 1806 2024 2021 1620 2150 2041 1832 1949 1943 1943 1844 1637 1747 1541 1533 1761 1870 2197 1541 1450 2523 2307 2094 1553 1131 1233 1660 1009 1548 1345 911 1352 693 1344 691 1450 690 1115 693 798 803 686 691 689 693 686 693 690 696 690 694 685 690 689 696 688 693 687 690 689 693 687 698 688 691 687 692 687 694 687 692 687 693 686 698 686 690 688 688 687 696 688 689 687 693 687 695 687 693 688

Tree=0
num_leaves=19
num_cat=0
split_feature=4 1 0 1 5 0 0 1 1 0 5 1 0 1 1 5 1 5
split_gain=5.1066 3.09913 1.35587 13.0164 5.59394 2.71949 1.41011 3.52526 1.2691 1.05758 0.846063 0.634548 0.423032 2.25617 1.2691 0.705053 0.201444 2.22045e-16
threshold=1.0000000180025095e-35 200.00000000000003 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1.5000000000000002 1.5000000000000002 1320.0000000000002 1320.0000000000002 1.5000000000000002 22.500000000000004 200.00000000000003 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 510.00000000000006 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 5 -4 7 -6 -8 11 -10 -1 14 15 17 -14 -7 -13
right_child=1 2 4 -5 6 16 8 -9 10 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.79974801013576402 -0.79974801013576347 -0.79974801013576446 0.046315433719707477 0.046315433719707366 0.046315433719705923 -0.37671628820802833 -0.79974801013576313 -0.79974801013576402 -0.37671628820802833 -0.79974801013576413 0.04631543371970559 -0.79974801013576369 -0.37671628820802844 -0.79974801013576369 -0.37671628820802844 0.04631543371970559 -0.23570571423211653 -0.79974801013576291
leaf_weight=0.47277778387069647 0.70916667580604631 1.8911111354827863 1.6547222435474396 1.1819444596767426 0.2363888919353484 0.94555556774139404 0.2363888919353484 1.1819444596767426 0.94555556774139404 1.4183333516120908 0.23638889193534851 0.47277778387069702 0.47277778387069702 0.47277778387069702 0.47277778387069702 0.23638889193534851 0.70916667580604553 0.23638889193534851
leaf_count=2 3 8 7 5 1 4 1 5 4 6 1 2 2 2 2 1 3 1
internal_value=-0.475424 -0.396861 -0.365869 -0.474339 -0.311634 -0.134984 -0.517727 -0.658737 -0.376716 -0.658737 -0.29211 -0.588232 -0.545929 -0.461323 -0.630535 -0.235706 -0.316283 -0.799748
internal_weight=14.1833 9.92833 9.21917 3.07306 6.14611 3.30944 2.83667 1.41833 1.41833 4.255 1.18194 2.83667 2.36389 1.18194 1.18194 0.709167 1.65472 0.709167
internal_count=60 42 39 13 26 14 12 6 6 18 5 12 10 5 5 3 7 3
is_linear=0
shrinkage=1


Tree=1
num_leaves=20
num_cat=0
split_feature=4 1 0 1 5 0 0 1 1 0 5 1 0 1 1 5 1 1 1
split_gain=3.42262 2.11299 0.848789 8.36874 3.34972 1.55009 0.971764 2.34725 0.846939 0.814078 0.488666 0.474617 0.286761 1.51755 0.927759 0.405325 0.116828 4.44089e-16 4.44089e-16
threshold=1.0000000180025095e-35 200.00000000000003 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1.5000000000000002 1.5000000000000002 1320.0000000000002 1320.0000000000002 1.5000000000000002 22.500000000000004 200.00000000000003 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 510.00000000000006 510.00000000000006 200.00000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 17 5 -4 7 -6 -8 11 -10 -1 14 15 -13 -14 -7 -3 -11
right_child=1 2 4 -5 6 16 8 -9 10 18 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.28988844233503269 -0.28988844233503219 -0.28988844233503319 0.3909481398803043 0.39094813988030425 0.39094813988030319 0.077138010378257682 -0.2898884423350318 -0.28988844233503269 0.077138010378257682 -0.28988844233503114 0.39094813988030297 -0.28988844233503253 0.077138010378257585 -0.2898884423350323 0.077138010378257585 0.39094813988030297 0.18277270256799474 -0.28988844233503247 -0.28988844233503275
leaf_weight=0.42786034941673223 0.64179052412509996 1.06965087354183 1.7490618526935577 1.2493298947811127 0.24986597895622242 0.96534383296966553 0.21393017470836628 1.069650873541832 0.96534383296966553 0.21393017470836673 0.24986597895622253 0.64179052412509918 0.48267191648483276 0.42786034941673279 0.48267191648483276 0.24986597895622253 0.73967872560024261 0.64179052412509929 1.0696508735418317
leaf_count=2 3 5 7 5 1 4 1 5 4 1 1 3 2 2 2 1 3 3 5
internal_value=-0.0026533 0.06093 0.0855005 -0.00260198 0.127555 0.258665 -0.0372041 -0.160964 0.0770627 -0.158661 0.141662 -0.0965679 -0.060367 0.00938059 -0.132344 0.184177 0.122965 -0.289888 -0.289888
internal_weight=13.8016 9.8053 9.16351 2.96077 6.20274 3.45408 2.74866 1.31952 1.42914 3.9963 1.21521 2.71272 2.28486 1.1604 1.12446 0.732538 1.70502 1.71144 1.28358
internal_count=60 42 39 13 26 14 12 6 6 18 5 12 10 5 5 3 7 8 6
is_linear=0
shrinkage=0.2


Tree=2
num_leaves=19
num_cat=0
split_feature=4 1 0 0 1 5 0 0 1 1 1 5 0 1 1 5 1 5
split_gain=2.41216 1.52227 0.65206 0.555878 5.91873 2.18738 1.14459 0.701304 1.69195 0.590867 0.369109 0.345076 0.200298 1.07388 0.705356 0.288521 0.0734303 4.44089e-16
threshold=1.0000000180025095e-35 200.00000000000003 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1.5000000000000002 1.5000000000000002 1320.0000000000002 1320.0000000000002 200.00000000000003 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 510.00000000000006 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 17 6 -5 8 -7 -9 -1 -11 14 15 -12 -14 -8 -3
right_child=1 3 -4 5 -6 7 16 9 -10 11 12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.26726775390351304 -0.26726775390351248 -0.26726775390351348 -0.26726775390351304 0.32916025084019518 0.32916025084019512 0.32916025084019407 0.060815907305153571 -0.2672677539035121 -0.26726775390351304 0.060815907305153571 -0.26726775390351282 0.32916025084019407 0.060815907305153509 -0.26726775390351259 0.060815907305153509 0.32916025084019407 0.14401829538241151 -0.26726775390351171
leaf_weight=0.37668105959892217 0.56502158939838487 1.3183837085962276 1.1300431787967684 1.668945387005806 1.19210384786129 0.238420769572258 0.97789460420608521 0.18834052979946125 0.94170264899730682 0.97789460420608521 0.56502158939838409 0.238420769572258 0.4889473021030426 0.37668105959892273 0.4889473021030426 0.238420769572258 0.74947486817836761 0.18834052979946148
leaf_count=2 3 7 6 7 5 1 4 1 5 4 3 1 2 2 2 1 3 1
internal_value=-0.00360878 0.0508221 -0.14092 0.0715282 -0.00381855 0.105527 0.211041 -0.0331151 -0.146771 0.0623732 -0.0845904 0.113416 -0.0527042 0.00682915 -0.115066 0.148775 0.0969159 -0.267268
internal_weight=12.9097 9.24494 3.66474 8.67992 2.69883 5.98109 3.39631 2.58478 1.18012 1.40466 2.5347 1.21632 2.15802 1.10405 1.05397 0.727368 1.72737 1.50672
internal_count=60 42 18 39 13 26 14 12 6 6 12 5 10 5 5 3 7 8
is_linear=0
shrinkage=0.2


Tree=3
num_leaves=18
num_cat=0
split_feature=4 1 0 0 1 5 0 0 1 1 1 5 0 1 1 5 1
split_gain=1.74189 1.12992 0.536868 0.371095 4.38189 1.48567 0.941359 0.521025 1.26774 0.423713 0.294549 0.265897 0.14177 0.78223 0.550925 0.225312 0.0479756
threshold=1.0000000180025095e-35 200.00000000000003 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1.5000000000000002 1.5000000000000002 1320.0000000000002 1320.0000000000002 200.00000000000003 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 510.00000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 -3 6 -5 8 -7 -9 -1 -11 14 15 -12 -14 -8
right_child=1 3 -4 5 -6 7 16 9 -10 11 12 -13 13 -15 -16 -17 -18
leaf_value=-0.25149131187251822 -0.251491311872518 -0.25149131187251905 -0.25149131187251872 0.29293436677517393 0.29293436677517382 0.29293436677517276 0.048207466788969457 -0.25149131187251755 -0.25149131187251861 0.048207466788969457 -0.25149131187251833 0.29293436677517276 0.048207466788969408 -0.25149131187251816 0.048207466788969408 0.29293436677517276 0.11536782375228741
leaf_weight=0.32564768195152272 0.48847152292728502 1.3025907278060895 0.97694304585456837 1.5162252485752106 1.083018034696579 0.2166036069393158 0.9858824610710144 0.1628238409757613 0.81411920487880707 0.9858824610710144 0.48847152292728435 0.2166036069393158 0.4929412305355072 0.32564768195152283 0.4929412305355072 0.2166036069393158 0.74844655394554138
leaf_count=2 3 8 6 7 5 1 4 1 5 4 3 1 2 2 2 1 3
internal_value=-0.00403522 0.043844 -0.126945 0.0618046 -0.00433309 0.0897469 0.177824 -0.0297427 -0.137082 0.0512915 -0.0749978 0.0922901 -0.0464971 0.00513578 -0.100959 0.122916 0.0771904
internal_weight=11.8399 8.52067 3.3192 8.0322 2.38561 5.64659 3.25055 2.39603 1.03072 1.36531 2.34225 1.20249 2.01661 1.03519 0.981413 0.709545 1.73433
internal_count=60 42 18 39 13 26 14 12 6 6 12 5 10 5 5 3 7
is_linear=0
shrinkage=0.2


Tree=4
num_leaves=19
num_cat=0
split_feature=4 1 0 0 1 5 0 0 1 1 5 5 0 1 1 5 1 5
split_gain=1.27378 0.854575 0.450895 0.249372 3.33398 1.02939 0.812909 0.395138 0.97248 0.309946 0.239328 0.213764 0.100883 0.580931 0.438677 0.184008 0.0318943 2.22045e-16
threshold=1.0000000180025095e-35 200.00000000000003 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1.5000000000000002 1.5000000000000002 1320.0000000000002 1320.0000000000002 45.000000000000007 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 510.00000000000006 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 -3 6 -5 8 -7 -9 12 -11 14 15 -1 -14 -8 -4
right_child=1 3 17 5 -6 7 16 9 -10 11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.24004171047245398 -0.24004171047245443 -0.24004171047245465 -0.24004171047245421 0.26933565398400083 0.26933565398400078 0.26933565398399945 0.038342030742158868 -0.2400417104724534 -0.24004171047245459 0.038342030742158868 -0.24004171047245421 0.26933565398399967 0.038342030742158834 -0.24004171047245407 0.038342030742158834 0.26933565398399967 0.093174587540360787 -0.24004171047245451
leaf_weight=0.41695627570152349 0.41695627570152272 1.1118834018707278 0.27797085046768177 1.3381257951259613 0.95580413937568653 0.19116082787513744 0.99097687005996704 0.13898542523384083 0.69492712616920471 0.99097687005996704 0.27797085046768177 0.19116082787513733 0.49548843502998352 0.27797085046768188 0.49548843502998352 0.19116082787513733 0.74206463992595673 0.55594170093536377
leaf_count=3 3 8 2 7 5 1 4 1 5 4 2 1 2 2 2 1 3 4
internal_value=-0.00422646 0.0384882 -0.115167 0.0542973 -0.00457819 0.0773605 0.152236 -0.0268234 -0.130151 0.0424792 -0.0668451 0.0756955 -0.0411968 0.00389776 -0.0888699 0.10265 0.0618206 -0.240042
internal_weight=10.752 7.76302 2.98895 7.34607 2.06769 5.27838 3.07117 2.20721 0.886088 1.32112 2.15504 1.18214 1.87706 0.96462 0.912445 0.686649 1.73304 0.833913
internal_count=60 42 18 39 13 26 14 12 6 6 12 5 10 5 5 3 7 6
is_linear=0
shrinkage=0.2


Tree=5
num_leaves=20
num_cat=0
split_feature=1 4 0 0 1 1 0 0 5 5 0 1 1 5 3 1 5 0 5
split_gain=0.981414 0.773045 0.418043 0.167459 2.583 0.727061 0.94331 0.841739 0.217478 0.175484 0.0718441 0.437636 0.354179 0.153566 0.021331 2.22045e-16 2.22045e-16 1.11022e-16 1.11022e-16
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1.5000000000000002 1.5000000000000002 12.500000000000002 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 1.1000000000000003 510.00000000000006 22.500000000000004 1.0000000180025095e-35 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 10 4 15 6 -5 18 14 -9 12 13 -2 -12 -8 -3 -6 -1 -7
right_child=1 3 -4 5 16 7 8 9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.23149660710370396 -0.23149660710370545 -0.23149660710370573 -0.23149660710370534 0.25296458456712706 0.25296458456712689 -0.23149660710370537 0.075522133017615761 0.030560262506689702 -0.23149660710370351 0.25296458456712573 0.030560262506689674 -0.2314966071037047 0.030560262506689674 0.25296458456712573 0.030560262506689702 -0.23149660710370501 0.25296458456712573 -0.2314966071037052 -0.23149660710370373
leaf_weight=0.23509024083614427 0.35263536125421457 0.58772560209035762 0.58772560209035862 1.3242992162704468 0.66214960813522339 0.47018048167228665 0.73341554403305032 0.99423009157180786 0.11754512041807186 0.16553740203380585 0.49711504578590393 0.23509024083614349 0.49711504578590393 0.16553740203380585 0.99423009157180786 0.35263536125421524 0.16553740203380585 0.47018048167228699 0.11754512041807175
leaf_count=2 3 5 5 8 4 4 3 4 1 1 2 2 2 1 4 3 1 4 1
internal_value=-0.00428476 0.0134804 -0.0855825 0.0480851 -0.00470285 0.0670666 0.124172 -0.036508 0.0317375 0.0623048 -0.036508 0.00294569 -0.0781899 0.0861192 0.0496474 -0.231497 0.252965 -0.231497 -0.231497
internal_weight=9.72552 9.02025 2.33522 6.68503 1.76805 4.91698 3.16949 1.74749 1.84519 1.15977 1.74749 0.897743 0.84975 0.662652 1.72765 0.940361 0.827687 0.705271 0.587726
internal_count=60 54 15 39 13 26 16 10 8 5 10 5 5 3 7 8 5 6 5
is_linear=0
shrinkage=0.2


Tree=6
num_leaves=15
num_cat=0
split_feature=1 4 0 0 1 1 0 0 5 0 1 1 5 3
split_gain=0.773654 0.564375 0.351865 0.111874 2.02683 0.518437 0.810689 0.657186 0.14548 0.0510606 0.333427 0.288786 0.129391 0.038414
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1.5000000000000002 1.5000000000000002 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -3 6 -5 -7 -9 11 12 -2 -11 -8
right_child=1 3 -4 5 -6 7 13 8 -10 10 -12 -13 -14 -15
leaf_value=-0.22498768960554374 -0.22498768960554416 -0.22498768960554447 -0.22498768960554402 0.24112674317633787 0.24112674317633775 -0.22498768960554411 0.061277547716234462 0.024390582135069557 0.24112674317633639 0.024390582135069533 -0.22498768960554327 0.024390582135069533 0.24112674317633639 0.0019068434610584014
leaf_weight=0.59236572682857591 0.2961828634142869 0.78982096910476574 0.49363810569047917 1.1317582130432129 0.70734888315200806 0.49363810569047895 0.72421860694885243 0.99630928039550781 0.14146977663040161 0.49815464019775391 0.19745524227619171 0.49815464019775391 0.14146977663040161 1.0950369015336037
leaf_count=6 3 8 5 8 5 5 3 4 1 2 2 2 1 5
internal_value=-0.00425289 0.0116839 -0.0770391 0.042696 -0.00476851 0.0582036 0.108222 -0.0322724 0.0513392 -0.0322724 0.00219505 -0.0685945 0.0723275 0.0255414
internal_weight=8.79702 8.20466 2.12506 6.0796 1.49717 4.58243 2.95101 1.63142 1.13778 1.63142 0.83708 0.794338 0.639624 1.81926
internal_count=60 54 15 39 13 26 16 10 5 10 5 5 3 8
is_linear=0
shrinkage=0.2


Tree=7
num_leaves=19
num_cat=0
split_feature=1 4 0 0 1 5 0 0 1 5 0 1 1 5 1 0 3 5
split_gain=0.614553 0.411343 0.29797 0.0739734 1.60528 0.381924 0.549119 0.178161 0.474574 0.148902 0.0361539 0.256435 0.237065 0.109357 0.00687304 1.11022e-16 1.11022e-16 5.55112e-17
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1.5000000000000002 1.5000000000000002 1320.0000000000002 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 510.00000000000006 1.0000000180025095e-35 1.1000000000000003 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 10 4 16 6 -5 8 -7 -9 12 13 17 -12 -8 -1 -3 -2
right_child=1 3 -4 5 -6 7 14 9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.21995332929582398 -0.21995332929582412 -0.21995332929582445 -0.21995332929582467 0.23231502493601869 0.2323150249360186 0.23231502493601772 0.024006435999484821 -0.0025655013162537532 -0.21995332929582465 0.23231502493601683 0.019483078847440525 -0.21995332929582384 0.019483078847440525 0.23231502493601705 0.049700873201631496 -0.21995332929582451 -0.21995332929582465 -0.21995332929582251
leaf_weight=0.16497351229190815 0.16497351229190804 0.24746026843786217 0.41243378072977055 0.83825840055942547 0.59875600039958954 0.11975120007991757 0.99642378091812134 1.096512898802757 0.41243378072977066 0.11975120007991802 0.49881938099861145 0.16497351229190826 0.49881938099861145 0.11975120007991791 0.71539092063903809 0.32994702458381653 0.41243378072977066 0.082486756145954132
leaf_count=2 2 3 5 7 5 1 4 5 5 1 2 2 2 1 3 4 5 1
internal_value=-0.00409711 0.0101482 -0.0690821 0.0378396 -0.00480346 0.0503259 0.0996898 -0.0216702 -0.118185 0.0205604 -0.0284079 0.00159795 -0.0599121 0.0606859 0.0347445 -0.219953 -0.219953 -0.219953
internal_weight=7.99435 7.49943 1.94226 5.55717 1.25865 4.29852 2.55007 1.74845 0.532185 1.21626 1.52982 0.783544 0.74628 0.618571 1.71181 0.494921 0.659894 0.24746
internal_count=60 54 15 39 13 26 14 12 6 6 10 5 5 3 7 6 8 3
is_linear=0
shrinkage=0.2


Tree=8
num_leaves=18
num_cat=0
split_feature=1 4 0 0 1 5 0 0 1 5 0 1 1 5 1 1 5
split_gain=0.490932 0.298632 0.253203 0.0484697 1.28033 0.266998 0.487087 0.143089 0.379461 0.119454 0.0254788 0.198834 0.195465 0.0923857 0.00460232 1.11022e-16 5.55112e-17
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1.5000000000000002 1.5000000000000002 1320.0000000000002 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 510.00000000000006 510.00000000000006 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 -3 6 15 8 -7 -9 12 13 -2 -12 -8 -5 -4
right_child=1 3 16 5 -6 7 14 9 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.21601365044115417 -0.21601365044115381 -0.21601365044115434 -0.21601365044115323 0.22561600422485323 0.22561600422485339 0.22561600422485234 0.019177122893296587 -0.0020530666115763526 -0.21601365044115398 0.22561600422485137 0.015571469402695838 -0.21601365044115306 0.015571469402695838 0.22561600422485162 0.040266498346245065 0.22561600422485309 -0.21601365044115359
leaf_weight=0.41182203590869892 0.2059110179543493 0.54909604787826516 0.13727401196956623 0.4025886356830598 0.50323579460382462 0.10064715892076459 0.99771201610565186 1.0961898043751714 0.34318502992391586 0.10064715892076503 0.4992445707321167 0.13727401196956635 0.4992445707321167 0.10064715892076492 0.70737844705581665 0.30194147676229477 0.20591101795434952
leaf_count=6 3 8 2 4 5 1 4 5 5 1 2 2 2 1 3 3 3
internal_value=-0.00389605 0.00878588 -0.0616126 0.0334197 -0.00482186 0.0433555 0.0857273 -0.0188752 -0.115866 0.0170926 -0.0248746 0.00112393 -0.0520532 0.0508118 0.0279263 0.225616 -0.216014
internal_weight=7.29995 6.88813 1.78551 5.10262 1.05233 4.05029 2.40962 1.64067 0.443832 1.19684 1.44232 0.737166 0.705156 0.599892 1.70509 0.70453 0.343185
internal_count=60 54 15 39 13 26 14 12 6 6 10 5 5 3 7 7 5
is_linear=0
shrinkage=0.2


Tree=9
num_leaves=17
num_cat=0
split_feature=1 4 0 5 0 1 5 0 0 1 0 0 0 1 1 1
split_gain=0.393949 0.215647 0.215449 0.039295 0.0702085 0.908568 0.200596 0.428644 0.0540293 0.288421 0.0402983 0.159406 0.0178631 0.161587 0.155287 0.00306179
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1.5000000000000002 1.5000000000000002 1320.0000000000002 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 510.00000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 5 -3 7 -6 9 -8 -5 -12 13 -2 -14 -9
right_child=1 3 -4 10 6 -7 8 15 -10 -11 11 -13 14 -15 -16 -17
leaf_value=-0.21290259973448752 -0.21290259973448711 -0.21290259973448766 -0.21290259973448744 0.22044219258205267 0.22044219258205455 0.22044219258205433 0.22044219258205208 0.015327398273730225 -0.0016428954087061829 -0.21290259973448716 -0.21290259973448436 0.22044219258205239 0.042431735615749505 0.01244952343223058 -0.21290259973448622 0.032576238910892417
leaf_weight=0.34158325195312489 0.17079162597656228 0.45544433593749989 0.28465270996093739 0.08413332700729359 0.58893328905105602 0.3365333080291748 0.084133327007293812 0.99853599071502686 1.0959290936589241 0.22772216796875 0.0569305419921875 0.084133327007293701 0.5836499035358429 0.49951657652854919 0.113861083984375 0.70035383105278015
leaf_count=6 3 8 5 1 7 4 1 4 5 4 1 1 3 2 2 3
internal_value=-0.00365959 0.00756917 -0.0545986 0.0293674 0.0252764 -0.0287624 0.036857 0.0734085 -0.0225437 -0.0959935 0.110891 0.0455529 -0.0216544 -0.0449692 0.000751182 0.0224381
internal_weight=6.70684 6.36525 1.65247 4.71278 4.48759 0.791978 3.69561 2.28782 1.40778 0.311855 0.225197 0.141064 1.36782 0.670308 0.697511 1.69889
internal_count=60 54 15 39 36 12 24 14 10 5 3 2 10 5 5 7
is_linear=0
shrinkage=0.2


Tree=10
num_leaves=16
num_cat=0
split_feature=1 4 0 5 0 1 0 1 0 0 1 0 1 1 1
split_gain=0.31712 0.154942 0.183378 0.0339475 0.0493726 0.731828 0.143351 0.64216 0.0322773 0.128263 0.0170775 0.0122669 0.133753 0.121184 0.000317855
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1.5000000000000002 1320.0000000000002 1.0000000180025095e-35 1.5000000000000002 510.00000000000006 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 -3 7 -6 -5 -10 -8 12 -2 -13 -12
right_child=1 3 -4 8 6 -7 10 -9 9 -11 14 13 -14 -15 -16
leaf_value=-0.21042832113008081 -0.21042832113008034 -0.210428321130081 -0.2104283211300807 0.21639799236567617 0.21639799236567839 0.21639799236567814 -0.0090058526602228815 -0.21042832113008036 -0.21042832113007701 0.21639799236567581 0.026314819662615105 0.0341049825109822 0.0099557006462041905 -0.21042832113007925 0.020741707154615787
leaf_weight=0.28261008113622654 0.1413050405681131 0.37681344151496876 0.23550840094685543 0.070034854114055523 0.5602788329124454 0.28013941645622253 1.0974567085504534 0.18840672075748444 0.047101680189371109 0.070034854114055634 0.69433692097663857 0.58121413737535477 0.49969065189361572 0.094203360378742218 0.99732547998428345
leaf_count=6 3 8 5 1 8 4 5 4 1 1 3 3 2 2 4
internal_value=-0.00344047 0.00641769 -0.0478879 0.0256508 0.0219323 -0.02842 0.0312824 0.108987 0.108987 0.0447672 0.0104241 -0.0188091 -0.0386271 -1.12076e-06 0.0230292
internal_weight=6.21646 5.93385 1.55192 4.38193 4.19476 0.656953 3.5378 0.748686 0.187171 0.117137 2.78912 1.31641 0.640996 0.675417 1.69166
internal_count=60 54 15 39 36 12 24 12 3 2 12 10 5 5 7
is_linear=0
shrinkage=0.2


Tree=11
num_leaves=18
num_cat=0
split_feature=1 4 0 5 0 1 0 1 0 0 1 0 1 1 1 1 5
split_gain=0.256069 0.1106 0.155792 0.0292705 0.0348934 0.591355 0.124626 0.518091 0.0259658 0.103557 0.0109633 0.00837891 0.110754 0.0953581 0.000220473 1.11022e-16 5.55112e-17
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1.5000000000000002 1320.0000000000002 1.0000000180025095e-35 1.5000000000000002 510.00000000000006 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1320.0000000000002 510.00000000000006 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 16 7 15 -5 -10 -8 12 -2 -13 -12 -6 -3
right_child=1 3 -4 8 6 -7 10 -9 9 -11 14 13 -14 -15 -16 -17 -18
leaf_value=-0.20844940827379244 -0.20844940827379183 -0.20844940827379144 -0.20844940827379227 0.21320718174469142 0.21320718174469366 0.21320718174469377 -0.007211936484520131 -0.20844940827379188 -0.20844940827378788 0.213207181744691 0.021225947453983915 0.027401942064009394 0.0079625544100371381 -0.20844940827379055 0.016575281401218694 0.21320718174469344 -0.20844940827379188
leaf_weight=0.2333494797348975 0.11667473986744858 0.15556631982326541 0.19445789977908123 0.058108087629079708 0.29054043814539943 0.23243235051631927 1.0964727178215983 0.15556631982326508 0.038891579955816269 0.058108087629079819 0.68926683068275429 0.57898464053869247 0.49980202317237854 0.077783159911632538 0.99828875064849854 0.17432426288723946 0.15556631982326508
leaf_count=6 3 4 5 1 5 4 5 4 1 1 3 3 2 2 4 3 4
internal_value=-0.00319415 0.00540352 -0.0417144 0.0222577 0.0189095 -0.028146 0.0264225 0.107481 0.107481 0.0441459 0.00835824 -0.0162495 -0.0329957 -0.000530705 0.0184748 0.213207 -0.208449
internal_weight=5.80418 5.57083 1.4677 4.10313 3.94802 0.543565 3.40446 0.620431 0.155108 0.0969997 2.78403 1.27324 0.616477 0.656768 1.68756 0.464865 0.311133
internal_count=60 54 15 39 36 12 24 12 3 2 12 10 5 5 7 8 8
is_linear=0
shrinkage=0.2


Tree=12
num_leaves=18
num_cat=0
split_feature=1 4 0 5 0 1 0 1 0 0 5 5 1 0 1 3 1
split_gain=0.207303 0.0784292 0.13201 0.0251541 0.0248251 0.479058 0.107357 0.419186 0.0209603 0.0838363 0.0095402 0.00744685 0.0284785 0.102444 2.57572e-05 5.55112e-17 2.77556e-17
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 1.0000000180025095e-35 1320.0000000000002 1.5000000000000002 1320.0000000000002 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 12.500000000000002 1320.0000000000002 1.0000000180025095e-35 510.00000000000006 1.1000000000000003 1320.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 -3 7 15 -5 -10 14 -2 13 -13 -8 -6 -4
right_child=1 3 16 8 6 -7 10 -9 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.2068595932845558 -0.030921501856196076 -0.2068595932845553 -0.20685959328455483 0.21067125445433785 0.21067125445433979 0.21067125445434065 0.015506002836662655 -0.20685959328455514 -0.20685959328455028 0.21067125445433735 -0.0078216895626665121 -0.20685959328455028 -0.017873475200959908 0.21842414055623505 0.017098422615289537 0.21067125445434087 -0.20685959328455353
leaf_weight=0.192366063594818 0.56390440464019753 0.2564880847930916 0.096183031797408947 0.048087809234857448 0.14426342770457301 0.19235123693943024 0.99850177764892578 0.12824404239654541 0.032061010599136353 0.048087809234857559 1.0960612446069717 0.032061010599136353 0.56399533152580261 0.077235370874404907 0.68504534661769867 0.2404390461742878 0.064122021198272705
leaf_count=6 4 8 3 1 3 4 4 4 1 1 5 1 4 1 3 5 2
internal_value=-0.00293021 0.0045177 -0.036093 0.0191841 0.0161988 -0.0279257 0.0222138 0.106283 0.106283 0.0436512 0.00669983 -0.0139666 0.000233755 0.0936714 0.016154 0.210671 -0.20686
internal_weight=5.4595 5.26713 1.3975 3.86963 3.74139 0.448839 3.29255 0.512947 0.128237 0.0801488 2.77961 1.2372 0.673292 0.109296 1.68355 0.384702 0.160305
internal_count=60 54 15 39 36 12 24 12 3 2 12 10 6 2 7 8 5
is_linear=0
shrinkage=0.2


Tree=13
num_leaves=14
num_cat=0
split_feature=1 4 0 5 0 0 0 0 1 5 1 0 1
split_gain=0.168426 0.0537498 0.112413 0.0215271 0.0221401 0.0874035 0.0169659 0.0680173 0.00865787 0.004824 0.0221838 0.0826377 1.14176e-05
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 510.00000000000006 12.500000000000002 1320.0000000000002 1.0000000180025095e-35 1320.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -3 -5 -8 -6 -2 11 -11 -10
right_child=1 3 -4 6 8 -7 7 -9 12 10 -12 -13 -14
leaf_value=-0.20557777229092397 -0.024817386447814796 -0.027747976385118951 -0.20557777229092375 0.20864414981926829 -0.0084634884373739651 0.10532281148269558 -0.20557777229091734 0.20864414981926771 0.013757364395438355 -0.20557777229091734 -0.014334310280478733 0.21480903772675905 0.014819164401918043
leaf_weight=0.15837604925036419 0.56228074058890321 0.37002265453338701 0.13198004104197014 0.039713647216558345 1.0956045538187029 0.42329321056604385 0.026396008208394051 0.039713647216558456 0.68156151473522164 0.026396008208394051 0.56275136768817902 0.064187727868556976 0.99863117933273315
leaf_count=6 4 12 5 1 5 12 1 1 3 1 4 1 4
internal_value=-0.00250664 0.00389682 -0.0302698 0.0164257 0.0137899 0.0432552 0.105323 0.0432552 0.00536881 -0.0112365 0.000451558 0.0923088 0.0143885
internal_weight=5.18091 5.02253 1.3476 3.67494 3.56911 0.793316 0.105823 0.0661097 2.7758 1.21562 0.653335 0.0905837 1.68019
internal_count=60 54 15 39 36 24 3 2 12 10 6 2 7
is_linear=0
shrinkage=0.2


Tree=14
num_leaves=19
num_cat=0
split_feature=1 4 0 5 0 0 1 1 0 0 5 5 1 0 1 0 0 1
split_gain=0.136895 0.0359 0.095127 0.0185571 0.0149454 0.0592922 0.390172 0.355731 0.0137626 0.0552783 0.00778809 0.00313398 0.0174314 0.0668558 9.30983e-05 2.77556e-17 1.38778e-17 1.38778e-17
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 12.500000000000002 1320.0000000000002 1.0000000180025095e-35 510.00000000000006 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 11 4 5 6 -3 -7 -5 -10 14 -2 13 -13 -6 16 -1 -4
right_child=1 3 17 8 10 7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.20454127885820858 -0.019911192543279568 -0.2054251248304631 -0.20454127885820994 0.20701632471770673 0.014093649963834788 0.20778002300815551 0.20888735822693127 -0.20619728054239719 -0.20454127885820333 0.20701632471770606 -0.0088185607974584149 -0.20454127885820333 -0.011491377494928248 0.2119463951136214 0.011057967677293522 -0.20454127885820805 -0.20454127885820805 -0.20454127885820805
leaf_weight=0.043418746441602596 0.56083982810378052 0.2056944668293007 0.065128119662403949 0.032743871212005504 0.99876165390014648 0.28833240270614624 0.16294409334659576 0.11660730838775635 0.021709373220801353 0.032743871212005615 1.0950485989451408 0.021709373220801353 0.5617079921066761 0.053188126534223557 0.67870581150054932 0.043418746441602707 0.043418746441602707 0.043418746441602707
leaf_count=2 4 8 3 1 4 8 4 4 1 1 5 1 4 1 3 2 2 2
internal_value=-0.00215906 0.00317806 -0.0252617 0.0134008 0.0111594 0.0357401 -0.0222924 0.0885702 0.104551 0.0429369 0.00430099 -0.0090102 0.000593413 0.0912256 0.0128654 -0.204541 -0.204541 -0.204541
internal_weight=5.06954 4.93928 1.30599 3.63329 3.54609 0.773578 0.368639 0.40494 0.0871971 0.0544532 2.77252 1.19745 0.636605 0.0748975 1.67747 0.130256 0.0868375 0.108547
internal_count=60 54 15 39 36 24 12 12 3 2 12 10 6 2 7 6 4 5
is_linear=0
shrinkage=0.2


Tree=15
num_leaves=18
num_cat=0
split_feature=1 4 0 5 0 0 1 1 0 0 1 5 1 0 1 0 1
split_gain=0.11151 0.024397 0.0800624 0.0156886 0.013293 0.048207 0.317212 0.289139 0.0111836 0.0449875 0.00722994 0.0020411 0.013799 0.0542129 0.00022608 1.38778e-17 1.38778e-17
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1.0000000180025095e-35 1.5000000000000002 510.00000000000006 12.500000000000002 1320.0000000000002 1.0000000180025095e-35 1320.0000000000002 1.5000000000000002 1320.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 11 4 5 6 -3 -7 -5 -10 -6 -2 13 -13 -12 -1 -4
right_child=1 3 16 8 10 7 -8 -9 9 -11 14 12 -14 -15 -16 -17 -18
leaf_value=-0.20370124892379807 -0.015968778839280409 -0.2044176970045477 -0.20370124892379723 0.20570430707674295 -0.0091973097706630359 0.20632037711807524 0.20721197062568311 -0.20504256844211552 -0.20370124892378919 0.20570430707674212 0.0088806346646574438 -0.20370124892378919 -0.0092090706261773545 0.20966472158464461 0.013616006520179431 -0.20370124892379493 -0.20370124892379493
leaf_weight=0.071359321475028881 0.55959464237093903 0.16915225982666093 0.053519491106271633 0.026961643248796352 1.0944695472717287 0.23756314814090729 0.13437381386756897 0.095951832830905914 0.017839830368757248 0.026961643248796463 0.67637711763381936 0.017839830368757248 0.56084213778376579 0.043971255421638489 0.9988439679145813 0.035679660737514496 0.035679660737514496
leaf_count=4 4 8 3 1 5 8 4 4 1 1 3 1 4 1 4 2 2
internal_value=-0.00182923 0.00271991 -0.0209884 0.0113857 0.00943626 0.035486 -0.0221854 0.0879718 0.103929 0.0426801 0.0034447 -0.00720293 0.00067516 0.0903596 0.0117041 -0.203701 -0.203701
internal_weight=4.85698 4.74994 1.27145 3.47849 3.40673 0.637041 0.303526 0.333515 0.0717631 0.0448015 2.76969 1.18225 0.622653 0.0618111 1.67522 0.107039 0.0891992
internal_count=60 54 15 39 36 24 12 12 3 2 12 10 6 2 7 6 5
is_linear=0
shrinkage=0.2


Tree=16
num_leaves=16
num_cat=0
split_feature=1 4 0 5 0 0 1 1 0 0 5 5 1 0 1
split_gain=0.0909121 0.0165063 0.0670686 0.0132132 0.0116508 0.0392454 0.258235 0.235334 0.00910068 0.0366535 0.00667484 0.00133216 0.0109919 0.0440418 0.000360579
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 22.500000000000004 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 12.500000000000002 1320.0000000000002 1.0000000180025095e-35 510.00000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 6 -3 -7 -5 -10 14 -2 13 -13 -6
right_child=1 3 -4 8 10 7 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.20301913641204689 -0.012802180472311906 -0.2036009646486312 -0.2030191364120465 0.20464371654553021 0.013112120266644746 0.20514208971423417 0.20586224153194377 -0.20410773103058741 -0.20301913641203506 0.20464371654552918 -0.0093910650829313949 -0.20301913641203506 -0.0073777956254837893 0.20783669726352497 0.0071269214175970659
leaf_weight=0.087900046259164699 0.55853855982422806 0.13898810744285661 0.073250038549303897 0.022176858037710079 0.9989277720451355 0.19550144672393799 0.11066236346960068 0.078881204128265381 0.014650007709860802 0.02217685803771019 1.0938346013426781 0.014650007709860802 0.5601293221116066 0.036284312605857849 0.67448580265045166
leaf_count=6 4 8 5 1 4 8 4 4 1 1 5 1 4 1 3
internal_value=-0.00154003 0.00231573 -0.0173691 0.00961819 0.00793648 0.035281 -0.0220985 0.0874884 0.103425 0.0424723 0.00275826 -0.00574217 0.00071099 0.0896641 0.0106997
internal_weight=4.68104 4.59314 1.24285 3.35029 3.29128 0.524033 0.24965 0.274383 0.0590037 0.0368269 2.76725 1.1696 0.611064 0.0509343 1.67341
internal_count=60 54 15 39 36 24 12 12 3 2 12 10 6 2 7
is_linear=0
shrinkage=0.2


Tree=17
num_leaves=17
num_cat=0
split_feature=1 5 4 0 0 0 1 1 0 0 1 5 0 2 1 5
split_gain=0.0741733 0.0125116 0.00969968 0.05596 0.0100882 0.0319834 0.210447 0.191751 0.00741411 0.0298904 0.00630458 0.000871037 0.0133493 0.000500057 1.38778e-17 1.38778e-17
threshold=200.00000000000003 22.500000000000004 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1.0000000180025095e-35 1.5000000000000002 510.00000000000006 12.500000000000002 1.0000000180025095e-35 1180.0000000000002 510.00000000000006 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 6 14 -7 -3 -10 -6 -2 -13 -12 15 -4
right_child=1 8 4 -5 10 7 -8 -9 9 -11 13 12 -14 -15 -16 -17
leaf_value=-0.20246440619729347 -0.010259991262996185 0.2037843401932542 -0.20293760855761628 -0.20246440619729295 -0.0096021735725376391 0.20418839382171319 0.20477153727745884 -0.20334935057005543 -0.20246440619727912 0.20378434019325298 0.012769191307501777 0.013252694950926819 -0.070084689970231415 0.0057161262316818943 -0.20293760855761628 -0.20293760855760681
leaf_weight=0.072143230587243923 0.55765486508607842 0.0182255059480666 0.057063631713390683 0.06011935882270325 1.0931897610425951 0.16073311865329742 0.091035187244415283 0.064798362553119659 0.012023871764540672 0.018225505948066711 0.99898296594619729 0.51096448861062527 0.090502284467220306 0.67295452952384949 0.042797723785042763 0.014265907928347588
leaf_count=6 4 1 4 5 5 8 4 4 1 1 4 3 3 3 3 1
internal_value=-0.00128927 0.00196229 0.000852763 -0.0143243 0.00664297 0.035115 -0.0220279 0.0870971 0.103017 0.0423039 0.00220818 -0.00456613 0.000712977 0.00993033 -0.202938 -0.202938
internal_weight=4.53568 4.46354 4.41506 1.21924 3.19582 0.430694 0.205162 0.225531 0.0484749 0.0302494 2.76513 1.15912 0.601467 1.67194 0.114127 0.0713295
internal_count=60 54 51 15 36 24 12 12 3 2 12 10 6 7 8 5
is_linear=0
shrinkage=0.2


Tree=18
num_leaves=17
num_cat=0
split_feature=1 4 0 0 0 1 1 2 0 1 5 2 5 5 5 0
split_gain=0.0605414 0.00750245 0.046522 0.00885171 0.0135767 0.189056 0.175906 0.00499989 0.00164611 0.0749292 0.00975323 0.000725612 3.29204e-06 2.00241e-07 1.0794e-07 6.93889e-18
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 665.00000000000011 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1180.0000000000002 12.500000000000002 22.500000000000004 22.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 8 4 5 -3 -6 -5 9 12 -10 -9 -2 -7 -8 -1
right_child=1 3 -4 7 6 13 14 11 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.20201271989575278 -0.206116352087337 -0.20239805116580395 -0.20201271989575367 -0.0076895332968432446 0.20341484079671793 0.20388801803845091 -0.20273304744544718 0.013057277213396791 0.014602903088437006 0.015790963605483772 -0.05737770535847804 0.0045823638240898501 -0.20249728486179197 0.20308666015283736 -0.20201271989573685 -0.20201271989574709
leaf_weight=0.039456184953451046 0.057587504386901633 0.093662798404693937 0.049320231191813835 1.0922049432992937 0.13204571604728699 0.074822798371315002 0.053196985274553299 1.014316909946501 0.49933537840843201 0.49922317266464233 0.088667545467615128 0.67171780765056599 0.012180324643850327 0.014967733062803745 0.0098640462383627892 0.019728092476725578
leaf_count=4 2 8 5 5 8 4 4 5 2 2 3 3 1 1 1 2
internal_value=-0.00109077 0.00163468 -0.0117814 0.0067614 0.0354519 -0.00360827 0.072179 0.00285207 -0.00367226 -0.0113411 0.00374863 0.00968086 -0.205485 0.203754 -0.20262 -0.202013
internal_weight=4.4223 4.36311 1.20631 3.1568 0.37856 0.183453 0.195107 2.77824 1.15699 0.568991 0.588003 1.68603 0.0697678 0.0897905 0.063061 0.0591843
internal_count=60 54 15 39 26 13 13 13 10 5 5 8 3 5 5 6
is_linear=0
shrinkage=0.2


Tree=19
num_leaves=17
num_cat=0
split_feature=1 4 0 0 0 1 1 5 1 0 1 5 3 5 5 5
split_gain=0.0494069 0.00520444 0.0384564 0.00763537 0.0110821 0.154312 0.143569 0.00594802 0.115636 0.00115836 0.0606359 0.006325 0.00105969 1.08653e-07 5.87786e-08 6.93889e-18
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 1320.0000000000002 1.0000000180025095e-35 1320.0000000000002 12.500000000000002 1.1000000000000003 22.500000000000004 22.500000000000004 12.500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -3 -6 12 -9 10 -2 -11 -5 -7 -8 -4
right_child=1 3 15 7 6 13 14 8 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.20164455933530154 -0.20446550107555339 -0.20195865022191142 -0.20164455933529415 0.0036720183424072657 0.20278630836614631 0.20317087843634055 -0.20223151284342389 -0.22303066573632752 0.010444617220862653 0.011676003232128938 0.012624787178643904 -0.046634346443910742 0.013949964372800142 0.20251935031516954 -0.20164455933528036 -0.2016445593352969
leaf_weight=0.048535304144024738 0.057376172393560188 0.07683418691158328 0.016178434714674839 0.6707209646701815 0.10841026157140732 0.061453551054000854 0.043650835752487183 0.092599272727965976 1.0144189046695828 0.4995746910572052 0.49950289726257324 0.087432298809289932 0.99878668785095215 0.012285316362977028 0.0080892173573374748 0.024267652072012424
leaf_count=6 3 8 2 3 8 4 4 1 5 2 2 3 4 1 1 3
internal_value=-0.000993474 0.0012864 -0.00998485 0.00561028 0.0353422 -0.00361115 0.0719661 0.00228295 -0.009085 -0.00320805 -0.00974238 0.00299091 0.00982082 0.203062 -0.20214 -0.201645
internal_weight=4.32012 4.27158 1.18433 3.08725 0.310723 0.150573 0.16015 2.77653 1.10702 1.14389 0.556879 0.587007 1.66951 0.0737389 0.0517401 0.0404461
internal_count=60 54 15 39 26 13 13 13 6 10 5 5 7 5 5 5
is_linear=0
shrinkage=0.2


Tree=20
num_leaves=16
num_cat=0
split_feature=1 4 0 0 1 1 5 1 0 0 3 0 5 5 5
split_gain=0.0403156 0.00353995 0.00656454 0.00905092 0.126024 0.117244 0.00398931 0.00101219 0.0660021 0.0516224 0.000676269 4.3927e-06 9.68567e-07 5.90801e-08 3.2056e-08
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 1320.0000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.1000000000000003 1.5000000000000002 12.500000000000002 22.500000000000004 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -5 10 9 -9 12 -4 -10 -2 -6 -7
right_child=1 2 6 5 13 14 -8 8 11 -11 -12 -13 -14 -15 -16
leaf_value=-0.20134423391130118 -0.20405675995857392 -0.20160049816610637 0.0029415882976183603 0.20227488959806164 0.202587882219459 -0.20182294292283989 -0.0076908624591138274 0.010095737093552127 -0.20542634524774314 0.014348826326339751 0.011154442892856727 -0.20134423391129053 -0.20166236719235694 0.20205748912882787 -0.2013442339112754
leaf_weight=0.039790484122931846 0.038970660418271796 0.063006706535816526 0.66991867125034354 0.088959991931915283 0.050443705171346664 0.035803142935037613 1.0916848937049506 0.49968189001083374 0.05143456906080246 0.55479149660095572 0.99922358989715576 0.013263494707643986 0.0081753404811024666 0.010078977793455124 0.006631747353821992
leaf_count=6 2 8 3 8 4 4 6 2 2 6 4 2 1 1 1
internal_value=-0.00097978 0.000926596 0.00454522 0.035253 -0.00361345 0.0717928 0.00170978 -0.00843009 -0.0145148 -0.002725 0.00785817 -0.204589 -0.203642 0.2025 -0.201748
internal_weight=4.22186 4.18207 3.01575 0.254924 0.123529 0.131395 2.76083 1.16632 0.56438 0.601937 1.66914 0.0646981 0.047146 0.0605227 0.0424349
internal_count=60 54 39 26 13 13 13 15 6 9 7 4 3 5 5
is_linear=0
shrinkage=0.2


Tree=21
num_leaves=14
num_cat=0
split_feature=1 4 0 0 1 1 1 1 0 2 5 5 5
split_gain=0.0329388 0.00249136 0.0055547 0.00739534 0.102969 0.0957913 0.00330021 0.000684787 0.0416071 0.000572805 5.264e-07 3.21818e-08 1.75005e-08
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 510.00000000000006 1320.0000000000002 1.0000000180025095e-35 1180.0000000000002 12.500000000000002 22.500000000000004 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -5 -4 8 10 -8 -2 -6 -7
right_child=1 2 6 5 11 12 9 -9 -10 -11 -12 -13 -14
leaf_value=-0.20109908938369953 -0.20330795407387711 -0.20130827759388567 -0.0072820953643467096 0.20185826883889524 0.202113293904018 -0.20148976894996171 0.0098937659335044826 -0.012291704763368164 0.01147996147374096 0.0023558160433126206 -0.20135877526666685 0.20168104531771155 -0.20109908938366805
leaf_weight=0.032613297924399265 0.032011814415454642 0.051652662456035947 1.0762545019388199 0.072969041764736176 0.041386749595403671 0.029356589540839195 1.0144299035891888 0.55296463333070278 0.5547518115490675 0.66927377879619609 0.0067024505697190753 0.0082657774910330772 0.0054355496540665618
leaf_count=6 2 8 5 8 4 4 5 6 6 3 1 1 1
internal_value=-0.000895321 0.000691212 0.00374899 0.0351803 -0.00361527 0.0716517 0.00136808 -0.00722783 -0.00250954 0.00689742 -0.202971 0.202041 -0.201429
internal_weight=4.14807 4.11546 2.96902 0.209066 0.101305 0.107761 2.75996 1.14643 0.593466 1.6837 0.0387143 0.0496525 0.0347921
internal_count=60 54 39 26 13 13 13 15 9 8 3 5 5
is_linear=0
shrinkage=0.2


Tree=22
num_leaves=15
num_cat=0
split_feature=1 4 0 0 1 1 5 3 5 1 0 5 5 5
split_gain=0.0269388 0.00167359 0.00467105 0.00604483 0.084163 0.0782936 0.00364599 0.000722395 0.000675937 0.0128843 0.0140802 1.75523e-08 9.56412e-09 6.93889e-18
threshold=200.00000000000003 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 1.1000000000000003 12.500000000000002 1320.0000000000002 1.0000000180025095e-35 22.500000000000004 22.500000000000004 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 13 -5 7 -4 -2 10 -10 -6 -7 -3
right_child=1 2 6 5 11 12 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.20089886625553166 -0.011082441514489259 -0.20106971870824683 0.0018862978363480172 0.20151860037027003 0.20172657253028614 -0.20121790485625432 -0.0078966300761460339 0.010378853885640494 -0.20111094525449158 -0.009848760192945177 0.13978817359268844 0.20137402677109126 -0.20089886625549327 -0.20106971870825002
leaf_weight=0.026725371368229278 0.5398310776799915 0.021167302504182195 0.66875584423542045 0.05983227863907814 0.033942840993404388 0.024064257740974426 1.0907259443774817 0.99932765960693359 0.0054935649968683711 0.55219580046832561 0.041138486005365849 0.0067766970023512832 0.004454228561371564 0.021167302504181862
leaf_count=6 6 4 3 8 4 4 6 4 1 6 2 1 1 4
internal_value=-0.000757915 0.000556661 0.00308517 0.0351211 -0.00361672 0.0715365 0.00109478 0.00697408 -0.00595019 -0.00132356 0.099628 0.201668 -0.201168 -0.20107
internal_weight=4.0956 4.06887 2.93021 0.171405 0.0830541 0.0883508 2.75881 1.66808 1.13866 0.598828 0.0466321 0.0407195 0.0285185 0.0423346
internal_count=60 54 39 26 13 13 13 7 15 9 3 5 5 8
is_linear=0
shrinkage=0.2


Tree=23
num_leaves=13
num_cat=0
split_feature=1 1 0 5 0 0 4 4 4 1 0 4
split_gain=0.0220447 0.00174118 0.0524394 0.0265364 0.112619 0.00397362 0.055303 0.00613984 0.0012272 4.57555e-05 2.23026e-06 7.46305e-07
threshold=200.00000000000003 510.00000000000006 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1320.0000000000002 1.5000000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 8 -5 7 10 -3 -4 -8 -7 -2
right_child=1 5 3 4 -6 6 9 -9 -10 -11 -12 -13
leaf_value=-0.2007352757756185 -0.20240969300352055 0.012508536265660137 0.00093946234118296281 0.20554478949121469 -0.21647607479549524 -0.20432191813848211 0.0068594488492634267 0.088570845025401954 0.012921088134924236 0.0047550119612385635 -0.20107503690708889 -0.20087489182244209
leaf_weight=0.021896871272474416 0.030499405227601528 0.49951201677322388 0.51333048753440347 0.036266422830522171 0.083593797404319048 0.041410118341445812 0.68673291150480498 0.046392599120736233 1.024093221873045 1.037806662498042 0.010635598562657833 0.021681741345673466
leaf_count=6 3 2 4 2 2 2 6 8 8 10 2 5
internal_value=-0.000603909 0.000482971 -0.00436144 0.00185422 -0.0887841 0.00404869 -0.000537073 0.0189725 0.00892054 0.00559302 -0.203658 -0.201772
internal_weight=4.05385 4.03195 1.70947 1.65728 0.11986 2.32249 1.77659 0.545905 1.53742 1.72454 0.0520457 0.0521811
internal_count=60 54 24 16 4 30 20 10 12 16 4 8
is_linear=0
shrinkage=0.2


Tree=24
num_leaves=13
num_cat=0
split_feature=1 1 0 5 0 0 0 1 4 0 2 4
split_gain=0.0180107 0.0011755 0.0428867 0.0209273 0.0910249 0.00259288 0.0216561 0.0564894 0.00417189 0.00129505 0.000442216 4.07787e-07
threshold=200.00000000000003 510.00000000000006 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1320.0000000000002 1.0000000180025095e-35 1.5000000000000002 1180.0000000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 9 -5 8 7 -7 -3 -4 -8 -2
right_child=1 5 3 4 -6 6 10 -9 -10 -11 -12 -13
leaf_value=-0.2006015524295317 -0.20196872104293628 0.010002852671930124 0.01520808157707426 0.20452007409293357 -0.21330152228030672 0.20123296845512748 0.0067593648681929588 -0.20247646917647055 0.073717681121750978 0.0029620750256809931 0.00014006802192980728 -0.20071565654330292
leaf_weight=0.017938356846570858 0.025019677821546793 0.49968770146369934 0.52409252524375882 0.029825775884091965 0.0693529830314219 0.018268438987433799 1.0231564305722711 0.057504459982737899 0.044791377149522416 1.0132663128897548 0.66682228446006786 0.017764134099707118
leaf_count=6 3 2 6 2 2 3 7 7 8 6 3 5
internal_value=-0.000647809 0.000251249 -0.00377536 0.00139238 -0.0876511 0.00317822 -0.000542432 -0.105144 0.0152443 0.00713679 0.00414756 -0.201448
internal_weight=4.00749 3.98955 1.67932 1.63654 0.0991788 2.31023 1.76575 0.0757729 0.544479 1.53736 1.68998 0.0427838
internal_count=60 54 24 16 4 30 20 10 10 12 10 8
is_linear=0
shrinkage=0.2


Tree=25
num_leaves=15
num_cat=0
split_feature=1 0 5 0 0 0 1 4 4 2 4 5 5 5
split_gain=0.00135472 0.0393705 0.0198177 0.0661489 0.0016868 0.0175595 0.0461521 0.00278169 0.00102025 0.000282983 2.05772e-07 1.56569e-07 4.56207e-10 4.40154e-10
threshold=510.00000000000006 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1320.0000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1180.0000000000002 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 45.000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 8 -4 7 6 -6 -2 -3 -7 11 -1 -12 -13
right_child=4 2 3 -5 5 9 -8 -9 -10 -11 12 13 -14 -15
leaf_value=-0.20178168344119107 0.0080002456693326392 -0.0022255722854326427 0.16696988612533489 -0.21034670678235559 0.20100821828436921 0.0054072109316988647 -0.2020248741006091 0.060609632079271031 0.0086901820164847193 0.00011207752425057523 -0.20049220979963014 -0.20060636567284665 -0.2005855122984484 -0.20049220979963917
leaf_weight=0.017503611743450165 0.49980014562606812 0.5134786423295733 0.026957708643749467 0.059841966023668647 0.014971925877034553 1.0232040416449306 0.047175019280984998 0.043717992957681528 1.0285854968242347 0.66679117083549511 0.0024489776697010903 0.0030135305132716885 0.014552504289895296 0.0024489776697009802
leaf_count=2 2 4 3 3 3 7 7 8 10 3 1 1 5 1
internal_value=-0.000654174 -0.00499037 -0.000178421 -0.093162 0.00249803 -0.000521439 -0.104929 0.0122319 0.00505544 0.003318 -0.2011 -0.20149 -0.200572 -0.200555
internal_weight=3.96449 1.66883 1.62886 0.0867997 2.29566 1.75214 0.0621469 0.543518 1.54206 1.69 0.0399676 0.0229661 0.0170015 0.00546251
internal_count=60 30 20 6 30 20 10 10 14 10 10 4 6 2
is_linear=0
shrinkage=0.2


Tree=26
num_leaves=16
num_cat=0
split_feature=1 0 5 0 0 0 0 4 3 5 4 1 1 1 4
split_gain=0.00102315 0.0488598 0.0158811 0.05265 0.00333978 0.0395407 0.0025131 0.0262515 1.73218e-05 4.99559e-08 9.19966e-08 6.63798e-08 2.56315e-10 2.41375e-10 8.80277e-12
threshold=1320.0000000000002 1.0000000180025095e-35 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.1000000000000003 12.500000000000002 1.0000000180025095e-35 510.00000000000006 200.00000000000003 200.00000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 -4 -2 -6 7 -3 -8 10 -1 13 -11 -12 -14
right_child=4 2 3 -5 5 -7 8 -9 -10 12 11 -13 14 -15 -16
leaf_value=-0.20145612399992527 0.016301189845191005 0.0036007102349525132 0.1539680472780619 -0.20840276696190596 -0.20165603130041632 0.0043256459060641564 -0.00065073010571511057 0.17522748566081769 0.0006603828262811887 -0.20040278191125474 -0.20040278191122127 -0.20109331838119299 -0.20049614848717617 -0.2004791092150624 -0.20047910921499931
leaf_weight=0.014351507648825645 0.52665790216997277 0.49995949864387612 0.023747096071019658 0.049403926357626915 0.038686976535245665 1.0232264241203666 0.66923651751130808 0.038385804742574248 1.01340854447335 0.0020058555528521529 0.0020058555528524877 0.016222015488892794 0.0024684863165020943 0.0095362020656466484 0.0023840505164116621
leaf_count=2 7 2 3 3 7 7 4 8 6 1 1 3 1 4 1
internal_value=-0.000638808 -0.00329536 0.000924347 -0.0907659 0.00327955 -0.00317855 0.00394428 0.0158383 0.000138915 -0.200963 -0.201045 -0.200832 -0.200463 -0.200466 -0.200488
internal_weight=3.93169 2.34312 2.29414 0.073151 1.58857 1.06191 2.22099 0.538345 1.68265 0.048974 0.0421156 0.0277641 0.00685839 0.0115421 0.00485254
internal_count=60 39 26 6 21 14 20 10 10 13 10 8 3 5 2
is_linear=0
shrinkage=0.2


Tree=27
num_leaves=19
num_cat=0
split_feature=4 5 0 3 0 1 5 0 1 1 0 1 0 5 5 0 5 0
split_gain=0.0012972 0.00722191 0.00561274 0.00444554 0.0234105 0.000920098 0.00191029 0.000588127 0.033167 0.0287064 0.000307896 0.0268185 1.5919e-07 1.068e-08 4.68821e-09 1.50282e-09 8.64071e-10 3.05493e-10
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.1000000000000003 1.0000000180025095e-35 1320.0000000000002 7.5000000000000009 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1.0000000180025095e-35 1320.0000000000002 1.5000000000000002 12.500000000000002 22.500000000000004 1.0000000180025095e-35 22.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 15 3 4 -3 6 -4 9 13 -5 -1 -12 -13 -9 -11 -2 -10 -17
right_child=1 2 5 7 -6 -7 -8 8 16 14 11 12 -14 -15 -16 17 -18 -19
leaf_value=-0.0029728304749173655 -0.20032963216404531 -0.2008941651326891 0.0032518271372494198 -0.20039207821244054 0.20069207317071225 0.0052452004621407703 -0.010355681129907458 0.20100422951803917 -0.20054581241149227 0.20111093583501224 0.00017061351758967179 -0.20192171256589103 -0.20089384037129787 0.20059766269453913 0.20088440266110874 -0.20059159561444703 -0.2004029588526148 -0.20049617264777911
leaf_weight=0.51539781002793483 0.0016427933005619391 0.013293268159032201 0.99993389844894409 0.009763278067111969 0.010309740900993347 1.0143753224983811 0.70264807716012001 0.019884571433067322 0.010856878943741322 0.021974110975861549 0.53680610831361264 0.018853137269616127 0.0088589387014508247 0.0029705388005822888 0.0043832263909280291 0.0029405516106635332 0.0020067081786692151 0.0024686476681381464
leaf_count=6 1 3 4 5 3 5 4 4 4 4 8 2 2 1 1 1 1 1
internal_value=-0.000612953 0.00164466 0.00215152 0.049822 -0.0254822 0.000476936 -0.00236393 0.0745634 0.0563658 0.0925586 -0.00650714 -0.00973392 -0.201593 0.200951 0.201073 -0.200497 -0.200524 -0.200548
internal_weight=3.89937 2.81945 2.8124 0.0954423 0.023603 2.71696 1.70258 0.0718393 0.0357187 0.0361206 1.07992 0.564518 0.0277121 0.0228551 0.0263573 0.00705199 0.0128636 0.0054092
internal_count=60 42 39 26 6 13 8 20 10 10 18 12 4 5 5 3 5 2
is_linear=0
shrinkage=0.2


Tree=28
num_leaves=13
num_cat=0
split_feature=1 5 0 0 4 4 0 1 1 5 4 5
split_gain=0.000938538 0.015427 0.030144 0.0119545 0.000921301 0.00090899 0.00317286 0.029195 7.2436e-05 2.56414e-09 6.89891e-11 1.30919e-10
threshold=510.00000000000006 12.500000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 22.500000000000004 1.0000000180025095e-35 45.000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 -1 -2 7 -7 -8 -9 11 -3
right_child=5 2 -4 -5 -6 6 8 9 -10 -11 -12 -13
leaf_value=-0.0069562537598361965 -0.0051792428108416652 -0.20040480167214461 -0.20675714535444212 0.1373305497101027 0.0033394597504543978 -0.2007314224001073 0.0047578415092094963 0.20090854888706455 0.0020927123242197921 0.20072346627930993 -0.2003208683521418 -0.20032867712137287
leaf_weight=0.5251953061670066 0.52267458057031047 0.0020158633124083272 0.040383115410804749 0.020788412308320403 1.0284239328466356 0.010891518322750815 0.67764312028884877 0.018007129430770874 1.0248629784910008 0.0035912622697651378 0.0015992086846380316 0.0016379327280446887
leaf_count=6 6 1 3 3 15 3 6 4 10 1 1 1
internal_value=-0.00050337 -0.00417649 -0.0985642 0.0692134 -0.000140969 0.00213236 0.00433501 0.0662472 0.00315351 0.200878 -0.200356 -0.200371
internal_weight=3.87771 1.62004 0.0664245 0.0260414 1.55362 2.25767 1.735 0.0324899 1.70251 0.0215984 0.005253 0.0036538
internal_count=60 30 9 6 21 30 24 8 16 5 3 2
is_linear=0
shrinkage=0.2


Tree=29
num_leaves=12
num_cat=0
split_feature=1 5 0 5 0 0 4 4 1 0 4
split_gain=0.00063036 0.0123208 0.0245325 0.0115235 0.010049 0.000648836 0.00238407 0.000589826 0.000436678 6.46074e-09 8.6087e-11
threshold=510.00000000000006 12.500000000000002 1.5000000000000002 45.000000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1320.0000000000002 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 10 6 -2 -1 -7 -5 -3
right_child=5 2 -4 9 -6 8 -8 -9 -10 -11 -12
leaf_value=-0.0055674186502105896 0.0047687154184316034 -0.20033128104822243 -0.20550290295503221 -0.20026900641014619 0.20237794153277122 0.0038131518400829033 0.066196283342537354 0.0026715513939664613 -0.0027055417197126008 -0.20077848657545827 -0.20026261524737066
leaf_weight=0.52499187272042047 0.49992895126342773 0.0016509923152625543 0.033243746147491038 0.0013413841370493165 0.015235781902447343 0.67655563191510726 0.0266184094361962 1.0284295809688047 1.0474640857428312 0.0038622738793492317 0.0013096628244965167
leaf_count=6 2 1 3 1 2 6 8 15 14 1 1
internal_value=-0.000432276 -0.00345375 -0.0950751 0.0618059 0.13686 0.0017293 0.00787405 -0.000112878 -0.000147416 -0.200647 -0.200301
internal_weight=3.86063 1.61007 0.0566438 0.0234001 0.0181964 2.25057 0.526547 1.55342 1.72402 0.00520366 0.00296066
internal_count=60 30 9 6 4 30 10 21 20 2 2
is_linear=0
shrinkage=0.2


Tree=30
num_leaves=22
num_cat=0
split_feature=4 5 0 0 1 1 1 0 0 2 5 5 1 1 3 5 1 0 5 5 0
split_gain=0.000567611 0.00591299 0.00320977 0.00345916 0.0337966 0.0302496 0.00062742 0.000156781 0.0235329 0.000140937 7.95583e-08 1.32349e-08 1.15676e-08 7.01389e-09 1.63324e-09 1.15143e-09 1.00154e-09 8.38441e-10 4.72552e-10 2.67425e-10 1.70422e-10
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 510.00000000000006 1.0000000180025095e-35 1.5000000000000002 1180.0000000000002 12.500000000000002 7.5000000000000009 510.00000000000006 1320.0000000000002 1.1000000000000003 22.500000000000004 200.00000000000003 1.0000000180025095e-35 22.500000000000004 12.500000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 17 3 4 12 11 -4 -1 -9 -8 -10 -5 19 16 -13 -6 -12 -2 -7 -3 -19
right_child=1 2 6 5 15 18 9 8 10 -11 13 14 -14 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=-0.0017784934896387329 -0.20027142398917297 -0.20032281563071277 -0.0034456481847037843 0.2008164494190865 0.20069558295653125 -0.20044634922921448 0.0043189298328483961 0.0021257025803634449 -0.20135061202751042 0.0005764792405730082 -0.2002144551705218 0.20056139760843095 -0.20063934952062812 -0.20072541326536833 0.20034818727938611 0.2005539716188979 -0.20044969933875861 -0.20048698692183647 -0.20032957999588896 -0.20021494428276432 -0.20040847240855519
leaf_weight=0.51399022247642301 0.0013534551253545626 0.006435277406126593 1.0240184217691422 0.016196548938751221 0.013815402984619141 0.0088873803615570068 1.0143330702558158 0.5291781413834542 0.013325531035661697 0.66730655729770672 0.0010699420236051083 0.0083739759866148233 0.0095292571932077408 0.0072017624042928219 0.0017348589608445772 0.0027546032797545186 0.0022384289186447859 0.0024231292773038149 0.0016424881760030994 0.0010724901221692562 0.0020341139752417803
leaf_count=6 1 4 5 4 4 4 5 6 2 3 1 3 3 2 1 1 1 1 1 1 1
internal_value=-0.000371479 0.00113269 0.00155454 0.0437018 -0.0026979 0.0860351 0.000457232 -0.00429318 -0.00663042 0.00283385 -0.201026 0.200704 -0.200493 -0.200615 0.200525 0.200672 -0.200374 -0.200409 -0.200428 -0.200307 -0.200451
internal_weight=3.84892 2.78191 2.7761 0.0704423 0.033607 0.0368353 2.70566 1.067 0.553014 1.68164 0.0238357 0.0263054 0.017037 0.0105101 0.0101088 0.01657 0.00330837 0.0058107 0.0105299 0.00750777 0.00445724
internal_count=60 42 39 26 13 13 13 18 12 8 6 8 8 4 4 5 2 3 5 5 2
is_linear=0
shrinkage=0.2


Tree=31
num_leaves=20
num_cat=0
split_feature=4 5 0 0 1 1 1 0 5 1 1 2 5 1 1 5 0 5 0
split_gain=0.000381209 0.00482736 0.00264936 0.00283027 0.0276542 0.0247511 0.000401597 0.00011075 0.00672444 0.0158934 0.00905956 9.01929e-05 7.24764e-09 6.34002e-09 8.95263e-10 6.30543e-10 4.59596e-10 2.59065e-10 9.33616e-11
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 510.00000000000006 1.0000000180025095e-35 12.500000000000002 1320.0000000000002 200.00000000000003 1180.0000000000002 7.5000000000000009 510.00000000000006 510.00000000000006 22.500000000000004 1.0000000180025095e-35 22.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 16 3 4 13 12 -4 -1 -9 10 -10 -8 -5 -3 -14 -6 -2 -7 -18
right_child=1 2 6 5 15 17 11 8 9 -11 -12 -13 14 -15 -16 -17 18 -19 -20
leaf_value=-0.0014229131499127027 -0.20022216765104855 -0.20025158788410483 -0.0027568164985257923 0.20066791480161392 0.20056908851037855 -0.20036528668476744 0.0034553197548744374 0.00052136368483732081 -0.20053805611399056 -0.20129289743073189 0.14350112122246503 0.00046127170756899566 0.2002849617494511 -0.20052312957149701 0.2004593910603788 0.20045330016608057 -0.20039851630387326 -0.20026974872105888 -0.20033430337670022
leaf_weight=0.51395668101031355 0.0011083597783002599 0.0061483761528510206 1.0239248014986515 0.013269414193928242 0.01131749153137207 0.0072790114209055901 1.0142842400819061 0.51084618549793959 0.004047001071739941 0.02127214428037405 0.012574201682582498 0.66717879474163067 0.0014207843923941255 0.0078059504739940166 0.006859160028398037 0.0022562940139323482 0.0019846758805215359 0.0013451158301904798 0.0016659445827826858
leaf_count=6 1 5 5 4 4 4 5 4 2 4 2 3 1 3 3 1 1 1 1
internal_value=-0.000312656 0.000923617 0.00127025 0.0436759 -0.00269816 0.0859842 0.000365809 -0.0035326 -0.00550855 -0.0867988 0.059733 0.00226733 0.200576 -0.200403 0.200429 0.20055 -0.200335 -0.20035 -0.200369
internal_weight=3.83054 2.76785 2.76309 0.0577016 0.0275281 0.0301735 2.70539 1.0627 0.54874 0.0378933 0.0166212 1.68146 0.0215494 0.0139543 0.00827994 0.0135738 0.00475898 0.00862413 0.00365062
internal_count=60 42 39 26 13 13 13 18 12 8 4 8 8 8 4 5 3 5 2
is_linear=0
shrinkage=0.2


Tree=32
num_leaves=18
num_cat=0
split_feature=4 5 0 0 1 1 1 0 5 5 1 5 1 1 5 5 0
split_gain=0.000256968 0.00394308 0.00218343 0.002316 0.0226306 0.0202543 0.000257046 7.89637e-05 0.00541576 0.00124922 5.77198e-05 3.97034e-09 3.47441e-09 4.90677e-10 3.45525e-10 1.41992e-10 1.54061e-14
threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 510.00000000000006 1.0000000180025095e-35 12.500000000000002 45.000000000000007 1320.0000000000002 7.5000000000000009 510.00000000000006 510.00000000000006 22.500000000000004 22.500000000000004 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 16 3 4 12 11 -4 -1 -9 -10 -8 -5 -3 -13 -6 -7 -2
right_child=1 2 6 5 14 15 10 8 9 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0011383841328062273 -0.20027444572956835 -0.2002059496421473 -0.0022056338709854689 0.20054647421231397 0.20046566808026595 -0.2002989570949521 0.00036909539127334803 0.00041709132870376979 -0.070808533785612457 -0.20044034342250527 0.0027643907980772087 0.20023324903319328 -0.20042807379244421 0.20037594639344269 0.20037095856675646 -0.20022079751511696 -0.20027361209851502
leaf_weight=0.51392926892731361 0.0025330535718243166 0.0050348936929370813 1.0238457582890987 0.010869976133108139 0.0092702647671103477 0.0059613198973238459 0.66707651317119587 0.51085500791668892 0.028881579870358109 0.0033148525399155906 1.014238590374589 0.0011635092087090007 0.0063936891965568066 0.005617902148514986 0.0018479779828339824 0.0011015291092917323 0.0013643306447193027
leaf_count=6 2 5 5 4 4 4 3 4 6 2 5 1 3 3 1 1 1
internal_value=-0.000264104 0.000752583 0.00103723 0.0436547 -0.00269836 0.0859426 0.000292677 -0.00291535 -0.00459702 -0.0841551 0.00181404 0.200472 -0.20033 0.200351 0.20045 -0.200287 -0.200274
internal_weight=3.8133 2.75632 2.75242 0.0472611 0.0225468 0.0247142 2.70516 1.05698 0.543051 0.0321964 1.68132 0.0176514 0.0114286 0.00678141 0.0111182 0.00706285 0.00389738
internal_count=60 42 39 26 13 13 13 18 12 8 8 8 8 4 5 5 3
is_linear=0
shrinkage=0.2


Tree=33
num_leaves=13
num_cat=0
split_feature=0 5 4 0 1 1 1 0 2 5 1 5
split_gain=0.000224 0.00212967 0.00168879 0.00189535 0.0185211 0.016576 0.000482111 0.000101852 1.05035e-05 2.17623e-09 1.90502e-09 1.89363e-10
threshold=1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 510.00000000000006 1.0000000180025095e-35 1180.0000000000002 7.5000000000000009 510.00000000000006 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 10 9 -2 -3 -8 -5 -4 -6
right_child=6 2 3 5 11 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.20022464238505411 -0.0045659984380645524 -0.00091075666813004085 -0.20016857849875891 0.20044717105467358 0.20038107971356278 -0.20023470773513519 0.0013162544746132083 0.0030522347180551297 0.00029530899393316731 0.20028763747859851 -0.20035033097963661 0.20030360466490293
leaf_weight=0.0020743514178324087 1.038387467560824 0.51390701322816312 0.0041229124763045855 0.0089035369455814362 0.0075927237048745155 0.0057839197688736013 1.0186985726468263 0.52381438249722123 0.66699461638927471 0.0055537362350150951 0.0052365314913913608 0.0015134526183828712
leaf_count=2 10 6 5 4 4 5 7 6 3 4 3 1
internal_value=-0.000210108 0.00222947 0.00261961 0.0436373 -0.00269854 0.0859086 -0.00117597 0.00108966 0.000912287 0.200386 -0.20027 0.200368
internal_weight=3.80258 1.0785 1.07643 0.0387068 0.0184656 0.0202412 2.72408 1.03772 1.68569 0.0144573 0.00935944 0.00910618
internal_count=60 40 38 26 13 13 20 12 10 8 8 5
is_linear=0
shrinkage=0.2


Tree=34
num_leaves=9
num_cat=0
split_feature=4 5 5 1 5 0 0 0
split_gain=0.000209377 0.00284078 0.000596562 0.000889538 0.000116414 0.00408837 0.00382283 2.56096e-11
threshold=1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 12.500000000000002 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=4 7 -3 -4 -1 -6 -7 -2
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.0046773665424130742 -0.20018389100522072 0.0048270183630571596 -0.0067897252964452277 0.0024568545933810163 0.0038697703957477252 -0.032839505932264444 -0.20040854076741821 -0.20022293087617551
leaf_weight=0.52235484030097745 0.0016986452974382385 1.0100864819251003 0.69998370658140596 1.0263713813619688 0.50236381369177252 0.023896647617220879 0.0070530386874452225 0.0011121893767267466
leaf_count=6 2 12 12 15 4 4 4 1
internal_value=-0.000162198 0.000760035 0.000966457 -0.00129235 -0.00255521 -0.000476663 -0.0710264 -0.200199
internal_weight=3.79492 2.73925 2.73644 1.72636 1.05567 0.533313 0.0309497 0.00281083
internal_count=60 42 39 27 18 12 8 3
is_linear=0
shrinkage=0.2


Tree=35
num_leaves=10
num_cat=0
split_feature=5 1 0 1 0 0 4 3 0
split_gain=0.000207056 0.00951698 0.0196017 0.00757474 0.00634886 0.000750832 0.000402672 9.81705e-05 6.80981e-10
threshold=12.500000000000002 1320.0000000000002 1.5000000000000002 200.00000000000003 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1.1000000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 3 8 -5 -3 -1 -8 -2
right_child=1 5 -4 4 -6 -7 7 -9 -10
leaf_value=-0.003742940603359736 -0.20021987057784579 0.0069678362569677819 -0.20457271227253312 -0.20022498547445827 0.20196549542631531 -0.0024256765388942537 0.00075146324308676877 0.0038615412658179779 -0.20041485292019431
leaf_weight=0.52222456689924035 0.0010969601571556567 0.50738718942739058 0.025668377929832786 0.0018290286534465858 0.011084582773037255 1.0339882222469896 0.67878583300625916 1.0101078562438488 0.0020656874403357506
leaf_count=6 1 7 3 2 2 14 12 12 1
internal_value=-0.000139401 -0.00188547 -0.0961127 0.0770614 0.145001 0.000666463 0.00111075 0.00261157 -0.200347
internal_weight=3.79424 1.58312 0.0417446 0.0160763 0.0129136 1.54138 2.21112 1.68889 0.00316265
internal_count=60 30 9 6 4 21 30 24 2
is_linear=0
shrinkage=0.2


Tree=36
num_leaves=14
num_cat=0
split_feature=4 0 1 0 1 1 5 1 0 3 5 1 5
split_gain=0.00020281 0.000847174 0.00197139 0.00148328 0.0149985 0.0135079 0.000223508 1.4901e-05 0.0136772 1.18783e-05 1.11668e-09 1.00466e-09 1.00947e-10
threshold=1.0000000180025095e-35 1.5000000000000002 200.00000000000003 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 12.500000000000002 1320.0000000000002 1.0000000180025095e-35 1.1000000000000003 7.5000000000000009 510.00000000000006 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 11 10 9 8 -1 -3 -5 -4 -6
right_child=1 6 3 5 12 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.20101402044949757 -0.20015063903019559 0.0011676173552525276 -0.20013815158211692 0.20036278253856504 0.20030896069932291 -0.20019212794748703 -0.0019226593066542473 -0.003260819161626296 0.0033683988384432596 0.0022562745124453071 0.20023528644575347 -0.20028499834293828 0.20024615812870139
leaf_weight=0.013433689833618923 0.0013919850462119623 0.66917670029215537 0.0033111626980826259 0.0072293928824365139 0.0061601712368428707 0.0047365236678160718 1.0335699263960121 0.51504486193880439 0.52252705508726649 0.99996817111968994 0.004432695743162185 0.0042627862421795726 0.0012278183130547404
leaf_count=4 2 4 5 4 4 5 6 6 8 4 4 3 1
internal_value=-0.000131205 0.000776081 0.0327487 0.0430863 -0.00245013 0.0846333 0.000388625 -0.00249261 -0.00175438 0.00181982 0.200314 -0.200221 0.200299
internal_weight=3.78647 2.73547 0.0327525 0.0313606 0.0149619 0.0163986 2.70271 1.05101 0.535961 1.66914 0.0116621 0.00757395 0.00738799
internal_count=60 42 28 26 13 13 14 18 12 8 8 8 5
is_linear=0
shrinkage=0.2


Tree=37
num_leaves=8
num_cat=0
split_feature=1 5 0 5 4 4 2
split_gain=0.000161363 0.00759639 0.0164308 0.00613196 0.000216773 0.000210084 2.75639e-05
threshold=510.00000000000006 12.500000000000002 1.5000000000000002 45.000000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1180.0000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 -1 -6
right_child=4 2 -4 -5 6 -7 -8
leaf_value=-0.0028668993092026036 -0.0026090059062568345 0.15320220017275557 -0.20372061199153274 -0.20028221755855624 0.0027290341044656262 0.0020802325641595624 0.0010825370684078338
leaf_weight=0.52011407539248478 0.5149839681107552 0.010171191068366059 0.021063433203380555 0.0024324420955963441 1.0241354673635212 1.0103428983129561 0.67460266768466692
leaf_count=6 6 4 3 2 15 15 9
internal_value=-0.000113229 -0.00166825 -0.0956419 0.0849814 0.000985484 0.000398988 0.00207518
internal_weight=3.77785 1.56412 0.0336671 0.0126036 2.21372 1.53046 1.69874
internal_count=60 30 9 6 30 21 24
is_linear=0
shrinkage=0.2


Tree=38
num_leaves=13
num_cat=0
split_feature=0 4 1 0 1 1 1 1 2 5 1 5
split_gain=0.000196187 0.000586743 0.00159907 0.00122015 0.0123196 0.0110473 0.000462537 0.00011284 3.71909e-08 5.99633e-10 5.53294e-10 5.48698e-11
threshold=1.5000000000000002 1.0000000180025095e-35 200.00000000000003 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 510.00000000000006 1320.0000000000002 1180.0000000000002 7.5000000000000009 510.00000000000006 22.500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 10 9 -2 -1 -8 -5 -4 -6
right_child=6 2 3 5 11 -7 8 -9 -10 -11 -12 -13
leaf_value=0.0035175165023833437 -0.0043513162093267348 -0.20012357337408349 -0.2001138269975834 0.2002963067813609 0.20025218087490179 -0.20015770489429452 0.0010538587806222296 -0.00066769693494116514 0.00099311871964787349 0.20019232474637416 -0.20023351321353663 0.20020094525986409
leaf_weight=0.51952700107358418 1.0289977017091587 0.0011421710951252653 0.0027693218144122511 0.0059084040112793446 0.0050310743972659111 0.0038891254807822415 1.0178244479466227 0.51127263624221087 0.66776829957962047 0.0035519355733413249 0.0034946550149470568 0.0010027190437540412
leaf_count=8 10 2 5 4 4 5 7 4 3 4 3 1
internal_value=-0.000109703 0.0022011 0.0314225 0.0417342 -0.00371594 0.0836036 -0.00100998 0.00144167 0.0010298 0.200257 -0.200181 0.200244
internal_weight=3.77218 1.05759 0.0267894 0.0256472 0.0122978 0.0133495 2.71459 1.0308 1.68559 0.00946034 0.00626398 0.00603379
internal_count=60 40 28 26 13 13 20 12 10 8 8 5
is_linear=0
shrinkage=0.2


Tree=39
num_leaves=11
num_cat=0
split_feature=0 4 3 0 1 5 0 0 1 2
split_gain=0.000127406 0.000491789 0.00112747 0.00415196 0.000296078 0.000180289 0.00595831 0.0055919 7.22093e-05 2.35236e-08
threshold=1.5000000000000002 1.0000000180025095e-35 1.1000000000000003 1.0000000180025095e-35 510.00000000000006 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1320.0000000000002 1180.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -2 7 -7 -4 -1 -6
right_child=4 2 5 -5 9 6 -8 -9 -10 -11
leaf_value=0.0028137641781393568 -0.0034816133023655516 -0.20017813586226263 -0.20009817522284587 0.12363051046112082 0.00084310759298763908 0.17683953240144823 -0.15854737480640077 0.20024252405170404 -0.00053417016114300133 0.00079479576369946971
leaf_weight=0.51956880401121475 1.0288546459923964 0.0031966269889379664 0.0019612987525761136 0.0031396100530400872 1.0178106965031473 0.00524727045558393 0.0035538001684471965 0.0048385569825768471 0.5112618887796998 0.66754858195781719
leaf_count=8 10 4 4 4 7 6 6 4 4 3
internal_value=-8.37205e-05 0.00178388 0.0314156 -0.0397307 -0.000808111 0.0603113 0.041413 0.0847713 0.00115329 0.000823972
internal_weight=3.76698 1.05277 0.0219372 0.00633624 2.71421 0.0156009 0.00880107 0.00679986 1.03083 1.68536
internal_count=60 40 28 8 20 20 12 8 12 10
is_linear=0
shrinkage=0.2


Tree=40
num_leaves=7
num_cat=0
split_feature=4 5 1 0 5 5
split_gain=0.000152533 0.000213048 0.000336831 7.99561e-05 0.0042907 0.000613764
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 1.0000000180025095e-35 12.500000000000002 45.000000000000007
decision_type=2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 -6
right_child=1 2 -4 4 5 -7
leaf_value=-0.00032658773097407482 0.0030326080474755148 -0.0040526118960394659 0.0016713695705229525 0.000133126670682076 -0.076283006606411088 -0.20024050601615531
leaf_weight=0.51101377233862899 1.007374227687251 0.68854352098423954 1.0209912585269194 0.51065288763493299 0.023234695428982377 0.0017157640249934039
leaf_count=6 15 12 15 4 6 2
internal_value=-6.47961e-05 0.000725466 -0.000634059 -0.00211623 -0.00382372 -0.0848072
internal_weight=3.76353 2.71691 1.70953 1.04662 0.535603 0.0249505
internal_count=60 42 27 18 12 8
is_linear=0
shrinkage=0.2


Tree=41
num_leaves=11
num_cat=0
split_feature=0 4 3 0 1 5 0 0 0 1
split_gain=0.000121477 0.000373539 0.000887448 0.00326223 0.000274882 0.000166561 0.00458322 0.00453879 5.89465e-05 1.11311e-05
threshold=1.5000000000000002 1.0000000180025095e-35 1.1000000000000003 1.0000000180025095e-35 510.00000000000006 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1320.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -2 6 -4 -7 -1 -6
right_child=4 2 5 -5 9 7 -8 -9 -10 -11
leaf_value=-0.00026126900379826445 -0.0033377967329653417 -0.20014520874011743 -0.20008059858020755 0.10722914838461239 0.0014451351747113636 0.16778516685993136 0.2001978977897724 -0.14504698723341189 0.0027643484304013663 0.00039449007177837919
leaf_weight=0.51100848958594747 1.0285606909310445 0.0026089251914526148 0.0016107773408293724 0.0029348031966947019 0.66826848685741413 0.0044985511049162596 0.0039502824656665325 0.0031570843711961061 0.51932697568554431 1.0175011856481433
leaf_count=6 10 4 4 4 3 6 4 6 6 7
internal_value=-5.47251e-05 0.00177299 0.0297408 -0.0374238 -0.000761143 0.0579129 0.0842561 0.0387773 0.00126375 0.000810984
internal_weight=3.76343 1.0491 0.0187604 0.00554373 2.71433 0.0132167 0.00556106 0.00765564 1.03034 1.68577
internal_count=60 40 28 8 20 20 8 12 12 10
is_linear=0
shrinkage=0.2


Tree=42
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000131372 0.000275361 0.000113678 7.71309e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0040434527994786165 0.00061892608829573086 -0.0018715316056765734 0.00012720299917062523 0.0033848715201188874
leaf_weight=0.52002868056297324 0.67377566100913111 1.0365520004415882 0.52565069554839283 1.0044967542635277
leaf_count=6 12 18 12 12
internal_value=-4.21957e-05 0.000691452 -0.00194691 0.00227443
internal_weight=3.7605 2.71482 1.04568 1.67827
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=43
num_leaves=11
num_cat=0
split_feature=0 4 3 0 1 5 0 0 0 1
split_gain=0.000122903 0.000278135 0.000706067 0.00256071 0.00027368 0.000153719 0.00375715 0.00338164 6.62712e-05 1.19722e-06
threshold=1.5000000000000002 1.0000000180025095e-35 1.1000000000000003 1.0000000180025095e-35 510.00000000000006 12.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 1320.0000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -2 6 -4 -7 -1 -6
right_child=4 2 5 -5 9 7 -8 -9 -10 -11
leaf_value=-0.00021916787294711722 -0.003314999493907934 -0.20011895701228091 -0.20006620644113912 0.09097130511754252 0.0010331811649675901 0.15642578567736087 0.20016145920519982 -0.12955698054547113 0.002988985779003848 0.00068854506355452529
leaf_weight=0.51096756610786565 1.0283974756021053 0.0021375803044064714 0.001323348144069314 0.0027821874828077853 0.66781264543533314 0.0039329724095296115 0.00322382478043437 0.002854097168892622 0.51933100342284888 1.0175292484927922
leaf_count=6 10 4 4 4 3 6 4 6 6 7
internal_value=-3.37629e-05 0.00180745 0.0277659 -0.0355039 -0.000743826 0.055229 0.0836846 0.0361644 0.00139793 0.000825106
internal_weight=3.76029 1.04655 0.016254 0.00491977 2.71374 0.0113342 0.00454717 0.00678707 1.0303 1.68534
internal_count=60 40 28 8 20 20 8 12 12 10
is_linear=0
shrinkage=0.2


Tree=44
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000117371 0.000228328 0.000100327 8.87645e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0037961118003591362 0.00033310838706802486 -0.0016664703514347114 0.0001221954135981162 0.0033019477637389136
leaf_weight=0.51990640815347455 0.67291754328471154 1.0358472158259244 0.52566120060510002 1.0036669884575531
leaf_count=6 12 18 12 12
internal_value=-2.59148e-05 0.000668036 -0.00182618 0.00211037
internal_weight=3.758 2.71243 1.04557 1.67658
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=45
num_leaves=12
num_cat=0
split_feature=0 1 4 1 0 1 1 0 1 5 5
split_gain=0.000121225 0.000270492 0.000203532 0.00139198 0.000654674 0.00615913 0.00586368 7.03967e-05 1.514e-07 4.3023e-11 3.43066e-12
threshold=1.5000000000000002 510.00000000000006 1.0000000180025095e-35 200.00000000000003 1.0000000180025095e-35 1320.0000000000002 1320.0000000000002 1.0000000180025095e-35 1320.0000000000002 7.5000000000000009 7.5000000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 5 9 10 -1 -3 -5 -6
right_child=1 8 3 4 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.00018546289200276466 -0.0032818855663107149 0.00076033803566467482 -0.20014296547696586 -0.20005437897436429 0.20013172881272134 0.20012106996725915 -0.2000835565909132 0.003121090884998675 0.00088291087528559855 -0.20010352456721259 0.20012129587034383
leaf_weight=0.5109297533053907 1.0282409083447419 0.66751040518283833 0.0010156635980819182 0.0010871058329939842 0.0026311001274734735 0.0030016833916306496 0.0020621511212084442 0.5193385366583243 1.0175488339737058 0.0020677651627920568 0.0024206189555115998
leaf_count=6 10 3 2 4 4 5 5 6 7 4 4
internal_value=-2.07379e-05 -0.000725548 0.00181005 0.0255183 0.0427895 -0.00496175 0.0841148 0.00148131 0.000834356 -0.200087 0.200127
internal_weight=3.75785 2.7133 1.04455 0.0142861 0.0132704 0.00615655 0.00711387 1.03027 1.68506 0.00315487 0.00505172
internal_count=60 20 40 28 26 13 13 12 10 8 8
is_linear=0
shrinkage=0.2


Tree=46
num_leaves=5
num_cat=0
split_feature=4 5 3 5
split_gain=0.00010859 0.000200091 9.57588e-05 9.11257e-05
threshold=1.0000000180025095e-35 12.500000000000002 1.1000000000000003 12.500000000000002
decision_type=2 2 2 2
left_child=3 2 -2 -1
right_child=1 -3 -4 -5
leaf_value=-0.0036240145126995508 0.00015641706046932671 -0.0015333957938719342 0.0032418616280805823 0.00011048631633936242
leaf_weight=0.51979207340627931 0.67187051470682502 1.034675802249694 1.0029882725211792 0.52567332098260522
leaf_count=6 12 18 12 12
internal_value=-1.48018e-05 0.000653276 0.00200413 -0.00174626
internal_weight=3.755 2.70953 1.67486 1.04547
internal_count=60 42 24 18
is_linear=0
shrinkage=0.2


Tree=47
num_leaves=9
num_cat=0
split_feature=0 1 0 1 1 5 2 3
split_gain=0.000118469 0.000266277 0.000108773 0.0141175 0.00191841 0.00106362 1.90413e-06 2.0098e-08
threshold=1.5000000000000002 510.00000000000006 1.0000000180025095e-35 1320.0000000000002 200.00000000000003 12.500000000000002 1180.0000000000002 1.1000000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -4 -6 -3 -1
right_child=1 6 4 -5 5 -7 -8 -9
leaf_value=-0.20009204849812076 -0.0032445947430272621 0.0010119035054545324 -0.20019642724451533 0.0051979089462086568 0.0063552385448564343 -0.040201342334763017 0.00057717525021471036 -0.20077271078552583
leaf_weight=0.0020389455021361256 1.0280895718606189 1.017563118599355 0.0018370800535194567 0.50240546237910166 0.50358347699511796 0.020424436457687989 0.66730736196041118 0.011648013722151518
leaf_count=5 10 7 2 7 9 9 3 8
internal_value=-1.18514e-05 -0.000708048 0.00180088 -0.000261818 0.00382532 0.00454059 0.000839726 -0.200671
internal_weight=3.7549 2.71296 1.04194 0.516092 0.525845 0.524008 1.68487 0.013687
internal_count=60 20 40 20 20 18 10 13
is_linear=0
shrinkage=0.2


Tree=48
num_leaves=5
num_cat=0
split_feature=4 5 1 5
split_gain=0.000132199 0.000200087 0.00032047 6.03702e-05
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 12.500000000000002
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.0034701173849430752 0.0029506979228957272 -0.0039493690334811028 0.0016430992709782532 -0.00042701746416132956
leaf_weight=0.5180247803218665 1.0043883824109801 0.68600516227888841 1.0182072152092587 0.52508469193708152
leaf_count=6 15 12 15 12
internal_value=-2.51758e-05 0.000711576 -0.000608065 -0.00193827
internal_weight=3.75171 2.7086 1.70421 1.04311
internal_count=60 42 27 18
is_linear=0
shrinkage=0.2


Tree=49
num_leaves=6
num_cat=0
split_feature=0 1 1 0 1
split_gain=0.000115007 0.000247627 0.000126515 0.0119459 5.95089e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1.0000000180025095e-35 1320.0000000000002
decision_type=2 2 2 2 2
left_child=2 -2 3 -1 -3
right_child=1 4 -4 -5 -6
leaf_value=-0.20054718283416484 -0.0031517791280390294 0.0012505984246133971 -0.00046023215478745519 0.0084067238788864546 0.00048232155795957705
leaf_weight=0.011182370086317173 1.0279059802123811 0.66805328428745259 0.51419692067429423 0.51357506192289293 1.0175191471353173
leaf_count=13 10 3 14 13 7
internal_value=-2.00547e-05 -0.000705182 0.00176932 0.003954 0.000786817
internal_weight=3.75243 2.71348 1.03895 0.524757 1.68557
internal_count=60 20 40 26 10
is_linear=0
shrinkage=0.2


Tree=50
num_leaves=6
num_cat=0
split_feature=4 5 0 5 3
split_gain=0.000141797 0.000263054 0.000147305 0.00235296 6.86571e-05
threshold=1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2 2
left_child=2 4 -1 -4 -2
right_child=1 -3 3 -5 -6
leaf_value=0.0004299442112981054 0.00071968612661734311 -0.0017724080512068327 -0.0014691976585959614 -0.065952622341435313 0.0033326567876351223
leaf_weight=0.50729308646987215 0.67169322281552024 1.0342714188154785 0.51036723237484694 0.023685324704274535 1.0026516530197114
leaf_count=6 12 18 4 8 12
internal_value=-2.72218e-05 0.000735339 -0.0020107 -0.00432905 0.00228442
internal_weight=3.74996 2.70862 1.04135 0.534053 1.67434
internal_count=60 42 18 12 24
is_linear=0
shrinkage=0.2


Tree=51
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000108591 0.000250131 9.33429e-05 5.68789e-08
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0035987490412291582 -0.0031471196196345311 0.00085722695214352504 -0.00019695828324127552 0.00078209855722340008
leaf_weight=0.523148008505814 1.0277021106157918 0.6676177829504012 0.51355181957478635 1.017326571745798
leaf_count=26 10 3 14 7
internal_value=-2.26231e-05 -0.000688019 0.00171846 0.000811866
internal_weight=3.74935 2.71265 1.0367 1.68494
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=52
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000133596 0.000218302 0.0001385 8.38871e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0042681631769731837 0.00040320817936424026 -0.0015624403336438719 0.00034612975478328934 0.0032919475087634649
leaf_weight=0.51656471984460972 0.67134223110770119 1.0342174669785889 0.52427453496784437 1.0026426953845657
leaf_count=6 12 18 12 12
internal_value=-1.81062e-05 0.000722042 -0.00194393 0.00213343
internal_weight=3.74904 2.7082 1.04084 1.67398
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=53
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000112347 0.000249135 9.97688e-05 1.10722e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0037004959113692533 -0.0031457526989057006 0.00060544375085381326 -0.0002237605348551863 0.00093695574663641811
leaf_weight=0.52310593818401707 1.0275516971596517 0.66733869910240162 0.51355531890294515 1.0173435737378895
leaf_count=26 10 3 14 7
internal_value=-1.44959e-05 -0.000691379 0.00175644 0.000805637
internal_weight=3.7489 2.71223 1.03666 1.68468
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=54
num_leaves=5
num_cat=0
split_feature=4 5 1 5
split_gain=0.000127693 0.000198428 0.000291353 0.000127868
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 12.500000000000002
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.0041279649771155122 0.0029420282904717822 -0.0037898602691905864 0.0015436600291895302 0.00030589473079680298
leaf_weight=0.5164839578792455 1.004198570190056 0.68551080717588742 1.0182005680981092 0.52425176158430986
leaf_count=6 15 12 15 12
internal_value=-1.16084e-05 0.000712042 -0.000602352 -0.00189449
internal_weight=3.74865 2.70791 1.70371 1.04074
internal_count=60 42 27 18
is_linear=0
shrinkage=0.2


Tree=55
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000114258 0.000234016 0.000103716 6.44767e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0037590404916055505 -0.0030709207544127263 0.0012413562662594525 -0.00024216191016923909 0.00044161704943363833
leaf_weight=0.5230712857883193 1.0273710783949355 0.66804304718971241 0.51355531963054091 1.0173039925284684
leaf_count=26 10 3 14 7
internal_value=-9.2161e-06 -0.000691718 0.0017768 0.00075862
internal_weight=3.74934 2.71272 1.03663 1.68535
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=56
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000123448 0.000261233 0.000120553 6.6745e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0040277154518211086 0.00070485551879294209 -0.0017954292508607049 0.00027767027449545836 0.0032812084700782037
leaf_weight=0.51640768069773935 0.67168510363990219 1.0340226839762179 0.52422659147123341 1.0026226715999655
leaf_count=6 12 18 12 12
internal_value=-7.37288e-06 0.000704028 -0.00185885 0.00224765
internal_weight=3.74896 2.70833 1.04063 1.67431
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=57
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000115087 0.000236492 0.000105121 2.0238e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0037823086272807949 -0.0030828730291964038 0.00085278710961010076 -0.00024596853684647239 0.00071107309664419222
leaf_weight=0.52303304052475164 1.0272241843049414 0.66761286556720723 0.51355750716174953 1.0173304146155715
leaf_count=26 10 3 14 7
internal_value=-5.90073e-06 -0.000690987 0.00178658 0.000767223
internal_weight=3.74876 2.71217 1.03659 1.68494
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=58
num_leaves=5
num_cat=0
split_feature=4 5 0 3
split_gain=0.000120294 0.000214499 0.000115414 8.1416e-05
threshold=1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=0.0003269169810852352 0.00039200634445353961 -0.0015672736508425334 -0.0038870789197282701 0.0032379001156940474
leaf_weight=0.50733076021424517 0.67133859930618212 1.0339723864162804 0.53320506490126718 1.0026139674009755
leaf_count=6 12 18 12 12
internal_value=-4.73259e-06 0.000697588 -0.00183247 0.00209655
internal_weight=3.74846 2.70792 1.04054 1.67395
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=59
num_leaves=5
num_cat=0
split_feature=0 1 1 2
split_gain=0.000114732 0.000237325 0.000104789 7.87893e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1180.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0037783842635891679 -0.0030841569502399599 0.00088377440453121098 -0.00024356968085084644 0.00060412319574096535
leaf_weight=0.52305316374258859 1.0270771844952833 1.0173350926488636 0.51352047725231387 0.66733722388744365
leaf_count=26 10 7 14 3
internal_value=-3.78857e-06 -0.000687902 0.0017859 0.000772998
internal_weight=3.74832 2.71175 1.03657 1.68467
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=60
num_leaves=5
num_cat=0
split_feature=4 5 1 5
split_gain=0.000117748 0.000192008 0.000280021 0.000113284
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 12.500000000000002
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.0039141659198774058 0.0028854381652800025 -0.0037269426477317801 0.0015023881615240093 0.0002597952218958982
leaf_weight=0.51628942927345656 1.0041759986052059 0.68526388617465239 1.0181988988188095 0.52415140013908967
leaf_count=6 15 12 15 12
internal_value=-3.03941e-06 0.000691849 -0.000601251 -0.00181142
internal_weight=3.74808 2.70764 1.70346 1.04044
internal_count=60 42 27 18
is_linear=0
shrinkage=0.2


Tree=61
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.00011432 0.000223651 0.000105157 6.78515e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0037802591502155525 -0.0030117716365107711 0.0012277506333731574 -0.0002487950292123803 0.0004073414405105359
leaf_weight=0.52302188538305949 1.026904250975349 0.66802802681922901 0.51351962453918532 1.0172965535894036
leaf_count=26 10 3 14 7
internal_value=-2.35946e-06 -0.000685135 0.0017842 0.000732535
internal_weight=3.74877 2.71223 1.03654 1.68532
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=62
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000115642 0.000253331 0.000109488 6.48252e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0038615675472071717 0.00068620059636473611 -0.0017751039653043394 0.0002420426339662705 0.003225259297012241
leaf_weight=0.51621949160471581 0.67167352043179573 1.0337850821961181 0.5241257849993417 1.0025947772082873
leaf_count=6 12 18 12 12
internal_value=-1.89434e-06 0.000686639 -0.00179417 0.00220665
internal_weight=3.7484 2.70805 1.04035 1.67427
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=63
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000113668 0.000226802 0.000104249 2.77744e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0037674510960849852 -0.0030255456525354477 0.00084561905622193903 -0.00024424776199611481 0.00067960148172590282
leaf_weight=0.52298653814068552 1.026763378205942 0.66760490834712971 0.51352124524419196 1.0173231177031994
leaf_count=26 10 3 14 7
internal_value=-1.52232e-06 -0.000682454 0.00177992 0.000745381
internal_weight=3.7482 2.71169 1.03651 1.68493
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=64
num_leaves=5
num_cat=0
split_feature=4 5 0 3
split_gain=0.000113863 0.000207366 0.000106451 7.89936e-05
threshold=1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=0.00029371244850490944 0.00037849247255515453 -0.0015451663715528798 -0.0037538809058047331 0.0031817529486315521
leaf_weight=0.50736904676887229 0.67133287337492231 1.03373725595884 0.53288287030591164 1.0025865593925118
leaf_count=6 12 18 12 12
internal_value=-1.22124e-06 0.000682059 -0.00177972 0.00205749
internal_weight=3.74791 2.70766 1.04025 1.67392
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=65
num_leaves=5
num_cat=0
split_feature=0 1 1 2
split_gain=0.0001124 0.000228112 0.000102455 6.44997e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1180.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0037407341926996131 -0.0030281848821743433 0.00085411423297616126 -0.00023631400262384209 0.00060108943328845478
leaf_weight=0.5230066864169205 1.0266221791389398 1.0173283799085764 0.51348551298724487 0.66733387112617504
leaf_count=26 10 7 14 3
internal_value=-9.80474e-07 -0.000678188 0.00177048 0.000753885
internal_weight=3.74778 2.71128 1.03649 1.68466
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=66
num_leaves=5
num_cat=0
split_feature=4 5 1 5
split_gain=0.000112217 0.00018458 0.000271271 0.000105762
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 12.500000000000002
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=-0.0037986439750896587 0.0028282845803032385 -0.0036676373802578982 0.0014798841776532865 0.00023490680071514073
leaf_weight=0.51610950333997629 1.0041550195965103 0.68502328966860626 1.0181989057164174 0.52405192748119589
leaf_count=6 15 12 15 12
internal_value=-7.9447e-07 0.000677569 -0.000590411 -0.00176647
internal_weight=3.74754 2.70738 1.70322 1.04016
internal_count=60 42 27 18
is_linear=0
shrinkage=0.2


Tree=67
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000111409 0.000215039 0.000101884 6.86731e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0037279809457052442 -0.0029567654815973211 0.001213467726860457 -0.00023802742218113592 0.00038809964668289347
leaf_weight=0.5229773872997614 1.0264555700268829 0.66801220178604115 0.51348440622678027 1.0172905016224831
leaf_count=26 10 3 14 7
internal_value=-5.71124e-07 -0.000674679 0.00176314 0.000715255
internal_weight=3.74822 2.71176 1.03646 1.6853
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=68
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000110709 0.000244263 0.000102957 6.29791e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.003759559301088226 0.0006670624781722009 -0.0017444145945232203 0.00022030747750074743 0.0031697320592566874
leaf_weight=0.51604316104203485 0.67166169746633397 1.0335559707309583 0.52402685458946507 1.0025683881831355
leaf_count=6 12 18 12 12
internal_value=-4.4945e-07 0.00067323 -0.00175435 0.00216572
internal_weight=3.74786 2.70779 1.04007 1.67423
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=69
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000110407 0.000218393 0.000100422 3.26087e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0037061658321801793 -0.002971466240387393 0.00083800503731559718 -0.00023134461052382919 0.00065811790935755578
leaf_weight=0.52294400195387447 1.0263198670581914 0.6675964593887328 0.51348587998654693 1.0173167730681598
leaf_count=26 10 3 14 7
internal_value=-3.69898e-07 -0.000671544 0.00175538 0.000729393
internal_weight=3.74766 2.71123 1.03643 1.68491
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=70
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000109334 0.000199694 0.000100446 7.66782e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0037241137945194613 0.00036471627136291278 -0.0015167145371938616 0.00020710135056619603 0.0031266077246292303
leaf_weight=0.51597765367478154 0.67132711823796865 1.0335102425888179 0.52400287131604273 1.0025606411509216
leaf_count=6 12 18 12 12
internal_value=-2.98885e-07 0.000669247 -0.00174334 0.00201893
internal_weight=3.74738 2.7074 1.03998 1.67389
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=71
num_leaves=5
num_cat=0
split_feature=0 1 1 2
split_gain=0.000109341 0.000219778 9.88202e-05 5.37645e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1180.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0036822671055983993 -0.0029755888939545228 0.00082874513795638718 -0.00022377886910812745 0.00059773441578800466
leaf_weight=0.52291131156380311 1.026187495837803 1.0173344830982385 0.51348707589204423 0.66733016073703777
leaf_count=26 10 7 14 3
internal_value=-2.46405e-07 -0.000668246 0.001747 0.000737237
internal_weight=3.74725 2.71085 1.0364 1.68466
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=72
num_leaves=5
num_cat=0
split_feature=4 5 1 0
split_gain=0.000108049 0.000177189 0.000263503 9.95631e-05
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.0002716962858519319 0.0027726258827902531 -0.0036106052935857454 0.0014631994206947888 -0.0036433886365156739
leaf_weight=0.50741149310488276 1.0041355392313565 0.68479013233445551 1.0181993994629011 0.53248115464521106
leaf_count=6 15 12 15 12
internal_value=-2.02798e-07 0.000665434 -0.000577031 -0.00173304
internal_weight=3.74702 2.70713 1.70299 1.03989
internal_count=60 42 27 18
is_linear=0
shrinkage=0.2


Tree=73
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000107796 0.000207197 9.73002e-05 6.87513e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0036550391951597934 -0.0029039908716118495 0.0011994334229214307 -0.00022087606281818539 0.00037358901334600639
leaf_weight=0.52293642640142957 1.0260229453706415 0.66799668967723835 0.51345007994677871 1.0172848217189312
leaf_count=26 10 3 14 7
internal_value=-9.41848e-08 -0.000663259 0.00173482 0.00070093
internal_weight=3.74769 2.7113 1.03639 1.68528
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=74
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000106716 0.000235233 9.7984e-05 6.12281e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0036788941028602245 0.00064821689708320651 -0.001711539445312544 0.00020416874806273189 0.0031158748585177177
leaf_weight=0.51587518258020304 0.67165036673395673 1.0333344930550081 0.52393067644152325 1.0025434395065531
leaf_count=6 12 18 12 12
internal_value=-7.94238e-08 0.000661335 -0.00172232 0.0021259
internal_weight=3.74733 2.70753 1.03981 1.67419
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=75
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000106763 0.000210621 9.58467e-05 3.65874e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0036324148855094163 -0.00291942364942014 0.00083051560023602005 -0.00021449560154316525 0.00063996872070850338
leaf_weight=0.52290463388635566 1.0258920669584768 0.66758818924427021 0.51345154049340636 1.0173107399605215
leaf_count=26 10 3 14 7
internal_value=-6.68841e-08 -0.000660148 0.0017265 0.000715467
internal_weight=3.74715 2.71079 1.03636 1.6849
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=76
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000105476 0.000192171 9.56659e-05 7.44821e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0036457660447853446 0.00035115626671099751 -0.0014871348249738262 0.00019124943651127645 0.0030732298826419871
leaf_weight=0.51581226103007816 0.67132179988402652 1.0332907164120113 0.52390751647180878 1.0025362141896039
leaf_count=6 12 18 12 12
internal_value=-5.693e-08 0.000657563 -0.00171232 0.00198151
internal_weight=3.74687 2.70715 1.03972 1.67386
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=77
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000105702 0.000212097 9.4286e-05 4.60762e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0036083250610855475 -0.0029242290661878195 0.000594468599904348 -0.00020719103457998538 0.00080832596272614244
leaf_weight=0.52287346105003984 1.0257642940705409 0.66732653975486744 0.51345272225444205 1.017328180372715
leaf_count=26 10 3 14 7
internal_value=-5.81029e-08 -0.000656921 0.00171791 0.000723613
internal_weight=3.74675 2.71042 1.03633 1.68465
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=78
num_leaves=5
num_cat=0
split_feature=4 5 1 0
split_gain=0.000104295 0.000170115 0.00025619 9.4694e-05
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.00025196551581939332 0.002718590341611123 -0.0035554913032554234 0.0014478989894691199 -0.003566629967157519
leaf_weight=0.50744917456177085 1.0041175641235898 0.68456442456226763 1.0181999337510206 0.53218604243011214
leaf_count=6 15 12 15 12
internal_value=-4.77471e-08 0.000653916 -0.00056362 -0.00170276
internal_weight=3.74652 2.70688 1.70276 1.03964
internal_count=60 42 27 18
is_linear=0
shrinkage=0.2


Tree=79
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000104196 0.000199817 9.27861e-05 6.86981e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0035809742543324178 -0.0028531286716542681 0.0011857903694574865 -0.00020409327908149316 0.00036025892101598908
leaf_weight=0.5228985233261485 1.0256052032782463 0.66798157989978779 0.5134167178766802 1.0172792032826692
leaf_count=26 10 3 14 7
internal_value=2.33961e-08 -0.000652048 0.00170576 0.000687472
internal_weight=3.74718 2.71087 1.03632 1.68526
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=80
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000103054 0.00022658 9.34284e-05 5.95608e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0036035700498589459 0.00062985220925696308 -0.0016791677678827596 0.00018861670228266766 0.0030637023249914649
leaf_weight=0.51571416016668103 0.67163972855632903 1.0331201157241592 0.52383749524597079 1.0025199533556588
leaf_count=6 12 18 12 12
internal_value=1.78495e-08 0.000649979 -0.00169266 0.00208729
internal_weight=3.74683 2.70728 1.03955 1.67416
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=81
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000103194 0.000203283 9.14048e-05 4.04646e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0035588034062917387 -0.0028691945690658208 0.000823257842064197 -0.00019803718937334974 0.00062286801021503861
leaf_weight=0.52286817205458669 1.025478883399046 0.66758014261722554 0.51341816625790671 1.0173047643620521
leaf_count=26 10 3 14 7
internal_value=1.27795e-08 -0.000649013 0.00169751 0.000702266
internal_weight=3.74665 2.71036 1.03629 1.68488
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=82
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=0.000101889 0.000184987 9.12376e-05 7.23904e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0035716474386395872 0.00033793612681281676 -0.0014581811550706484 0.00017596337019366558 0.0030215328548165062
leaf_weight=0.51565359998494409 0.67131694106501538 1.0330781266966367 0.52381513404543512 1.0025131646543741
leaf_count=6 12 18 12 12
internal_value=3.48923e-09 0.000646337 -0.00168313 0.00194523
internal_weight=3.74638 2.70691 1.03947 1.67383
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=83
num_leaves=5
num_cat=0
split_feature=0 1 1 2
split_gain=0.000102173 0.000204823 8.99227e-05 3.93261e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1180.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0035353028283352434 -0.0028745761022201987 0.00078888278808296485 -0.00019100513430093805 0.00059130985220848687
leaf_weight=0.52283846236969134 1.0253555194067303 1.0173219344578681 0.51341933614457957 0.66732300817966472
leaf_count=26 10 7 14 3
internal_value=1.74215e-09 -0.000645874 0.00168908 0.00071062
internal_weight=3.74626 2.71 1.03626 1.68464
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=84
num_leaves=5
num_cat=0
split_feature=4 5 1 0
split_gain=0.000100779 0.00016339 0.000249224 9.01349e-05
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.00023272882434209323 0.0026662630318905391 -0.0035020930053109058 0.0014332828909061355 -0.0034932268759753412
leaf_weight=0.50748617909266636 1.0041010101631402 0.68434600401087631 1.0182005190872587 0.53190111482399516
leaf_count=6 15 12 15 12
internal_value=-5.65251e-09 0.000642833 -0.000550513 -0.00167401
internal_weight=3.74603 2.70665 1.70255 1.03939
internal_count=60 42 27 18
is_linear=0
shrinkage=0.2


Tree=85
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=0.000100729 0.000192827 8.84646e-05 6.86166e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0035082978414486773 -0.0028039664997930019 0.0011726097685907119 -0.00018769498944082273 0.00034756195514511223
leaf_weight=0.52286343488958686 1.0252016106969677 0.66796700656414021 0.51338424833375029 1.017273670528084
leaf_count=26 10 3 14 7
internal_value=5.34605e-08 -0.00064115 0.00167721 0.00067458
internal_weight=3.74669 2.71044 1.03625 1.68524
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=86
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=9.96055e-05 0.000218342 8.91585e-05 5.79769e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0035313703401925697 0.00061196840568138861 -0.00164769094874326 0.00017358404383054123 0.0030132610233645101
leaf_weight=0.51555960113182686 0.67162971855577791 1.0329123701376373 0.52374720909574535 1.0024978524306789
leaf_count=6 12 18 12 12
internal_value=4.42522e-08 0.000639031 -0.0016643 0.00204991
internal_weight=3.74635 2.70704 1.03931 1.67413
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=87
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=9.97723e-05 0.000196322 8.71696e-05 4.43749e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0034869034338214731 -0.0028206318420172533 0.00081628524054874318 -0.00018198528406403148 0.00060643552036184151
leaf_weight=0.52283447697118413 1.0250795561005361 0.66757240891456593 0.5133857142936904 1.0172988229896873
leaf_count=26 10 3 14 7
internal_value=3.42475e-08 -0.00063821 0.00166919 0.000689581
internal_weight=3.74617 2.70995 1.03622 1.68487
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=88
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=9.85021e-05 0.00017815 8.70706e-05 7.04017e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0035003462790675201 0.00032505432386836612 -0.0014300235056821401 0.00016111378727681384 0.002971550337903394
leaf_weight=0.51550126215443037 0.67131256746506562 1.0328720750694627 0.52372561446100008 1.0024915340472944
leaf_count=6 12 18 12 12
internal_value=2.1959e-08 0.000635516 -0.00165513 0.00191012
internal_weight=3.7459 2.70668 1.03923 1.6738
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=89
num_leaves=5
num_cat=0
split_feature=0 1 1 2
split_gain=9.87978e-05 0.000197917 8.57735e-05 3.33218e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1180.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0034641658717644869 -0.002826558360328065 0.00077014228880691222 -0.00017527042462580687 0.00058827596075159035
leaf_weight=0.52280609562149061 1.024960380003904 1.0173157281242309 0.51338687160750851 0.66731965541839611
leaf_count=26 10 7 14 3
internal_value=1.09837e-08 -0.000635174 0.00166099 0.000698101
internal_weight=3.74579 2.7096 1.03619 1.68464
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=90
num_leaves=5
num_cat=0
split_feature=4 5 1 0
split_gain=9.74469e-05 0.000157009 0.000242572 8.58238e-05
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.00021393134507974654 0.0026156192305944632 -0.0034503581777854397 0.001419151122048773 -0.0034222208831581977
leaf_weight=0.50752252724487357 1.004085794767889 0.68413445487385582 1.0182010809076019 0.53162580481148325
leaf_count=6 15 12 15 12
internal_value=3.32526e-09 0.000632118 -0.000537807 -0.00164632
internal_weight=3.74557 2.70642 1.70234 1.03915
internal_count=60 42 27 18
is_linear=0
shrinkage=0.2


Tree=91
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=9.7418e-05 0.000186186 8.43606e-05 6.85266e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0034376099684275577 -0.0027563911170525538 0.0011598561436790991 -0.00017174524947940505 0.00033534324698930763
leaf_weight=0.52283096415339991 1.0248113412089879 0.66795288026332844 0.51335269515402615 1.0172681550029665
leaf_count=26 10 3 14 7
internal_value=5.48361e-08 -0.000630589 0.00164944 0.000662147
internal_weight=3.74622 2.71003 1.03618 1.68522
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=92
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=9.63302e-05 0.000210503 8.51276e-05 5.64673e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0034616092067960517 0.00059459789767509191 -0.0016171517575912849 0.00015903984744663872 0.0029644419362796154
leaf_weight=0.5154110952280464 0.67162040809489565 1.032711059291614 0.52365969945094548 1.0024770604795776
leaf_count=6 12 18 12 12
internal_value=5.59501e-08 0.000628444 -0.00163691 0.0020137
internal_weight=3.74588 2.70681 1.03907 1.6741
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=93
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=9.65064e-05 0.000189706 8.31498e-05 4.83096e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0034170362159139617 -0.0027736259671904857 0.00080954429762369016 -0.00016636863225666075 0.0005905873188509341
leaf_weight=0.52280335826799296 1.0246933976741275 0.66756494343280781 0.51335412022308446 1.017292907461524
leaf_count=26 10 3 14 7
internal_value=3.72303e-08 -0.00062774 0.00164167 0.000677341
internal_weight=3.74571 2.70955 1.03616 1.68486
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=94
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=9.52808e-05 0.000171654 8.31339e-05 6.85063e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0034313818093250426 0.00031254297582043538 -0.0014027633117958934 0.00014674991015076942 0.0029231857206854645
leaf_weight=0.51535485824570082 0.67130866182560578 1.0326723733742253 0.52363883788348176 1.0024711279547773
leaf_count=6 12 18 12 12
internal_value=2.45208e-08 0.000625035 -0.00162805 0.00187613
internal_weight=3.74545 2.70645 1.03899 1.67378
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=95
num_leaves=5
num_cat=0
split_feature=0 1 1 2
split_gain=9.55774e-05 0.000191351 8.18388e-05 2.79824e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1180.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0033951046712182784 -0.0027800800697691647 0.00075204502356084535 -0.00015998053300997884 0.00058538483305036685
leaf_weight=0.52277626867726235 1.0245782030542614 1.0173095562495289 0.51335529377683997 0.66731643676757824
leaf_count=26 10 7 14 3
internal_value=1.15787e-08 -0.0006248 0.00163372 0.000686027
internal_weight=3.74534 2.7092 1.03613 1.68463
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=96
num_leaves=5
num_cat=0
split_feature=4 5 1 0
split_gain=9.42753e-05 0.000150948 0.000236206 8.17348e-05
threshold=1.0000000180025095e-35 7.5000000000000009 1320.0000000000002 1.0000000180025095e-35
decision_type=2 2 2 2
left_child=3 -2 -3 -1
right_child=1 2 -4 -5
leaf_value=0.00019555906713290586 0.0025665511463053704 -0.003400170312278595 0.0014054463850137872 -0.0033532841303392461
leaf_weight=0.50755822297651343 1.0040718407617535 0.68392946408130195 1.0182015552709345 0.53135970585572068
leaf_count=6 15 12 15 12
internal_value=2.7537e-09 0.000621739 -0.000525488 -0.00161951
internal_weight=3.74512 2.7062 1.70213 1.03892
internal_count=60 42 27 18
is_linear=0
shrinkage=0.2


Tree=97
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=9.42599e-05 0.000179867 8.04674e-05 6.84411e-06
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0033689966386740546 -0.0027102755006280111 0.0011475473179441188 -0.00015619318227724706 0.00032354306834249153
leaf_weight=0.52280101759242847 1.0244339210912585 0.66793924570083607 0.51332196756266057 1.0172626536805183
leaf_count=26 10 3 14 7
internal_value=6.9276e-08 -0.000620334 0.00162253 0.000650142
internal_weight=3.74576 2.70964 1.03612 1.6852
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


Tree=98
num_leaves=5
num_cat=0
split_feature=4 5 5 3
split_gain=9.32115e-05 0.000203048 8.13146e-05 5.50303e-05
threshold=1.0000000180025095e-35 12.500000000000002 12.500000000000002 1.1000000000000003
decision_type=2 2 2 2
left_child=2 3 -1 -2
right_child=1 -3 -4 -5
leaf_value=-0.0033940694636396991 0.00057768377616755704 -0.0015875729553138989 0.00014495113729250746 0.0029171961195266351
leaf_weight=0.51526830997318052 0.67161164613207813 1.0325158316700251 0.52357482590014115 1.0024575047427788
leaf_count=6 12 18 12 12
internal_value=4.97712e-08 0.000618178 -0.00161041 0.00197862
internal_weight=3.74543 2.70658 1.03884 1.67407
internal_count=60 42 18 24
is_linear=0
shrinkage=0.2


Tree=99
num_leaves=5
num_cat=0
split_feature=0 1 1 1
split_gain=9.33925e-05 0.000183408 7.93389e-05 5.22824e-07
threshold=1.5000000000000002 510.00000000000006 1320.0000000000002 1320.0000000000002
decision_type=2 2 2 2
left_child=2 -2 -1 -3
right_child=1 3 -4 -5
leaf_value=0.0033492417374116202 -0.0027280877815396873 0.00080303502918656052 -0.00015118253179546802 0.00057525197479267706
leaf_weight=0.52277463825157633 1.0243198331590975 0.66755774617195118 0.5133234097447712 1.0172870771493763
leaf_count=26 10 3 14 7
internal_value=3.39997e-08 -0.000617595 0.00161499 0.000665503
internal_weight=3.74526 2.70916 1.0361 1.68484
internal_count=60 20 40 10
is_linear=0
shrinkage=0.2


end of trees

feature_importances:
width=296
bidder_id_encoded=243
min_dur=185
is_mp4=86
aspect_ratio=36
height=19

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.2]
[num_leaves: 31]
[num_threads: 14]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 1]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 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: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]