tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=binary sigmoid:1
feature_names=Column_0 Column_1 Column_2 Column_3 Column_4
feature_infos=[-0.31534377747120068:0.28848357959915233] [-1.8959180949049113:2.8113798357856337] [-2.2629380207634813:3.1829032870801224] [-1.9289658137283383:1.5768563628326313] [-3.2020780099295876:3.0217830992400647]
tree_sizes=654 554 655 865 761 862 871 967 1078 1081 970 968 973 976 976 865 982 976 981 984 1079 1082 1188 982 1189 1187 1194 1189 1086 1192 1293 1299 1298 1297 1199 1407 1199 1202 1204 1202 1198 1201 1207 1204 1206 1209 1206 1210 1213 1322 1209 1213 1321 1323 1105 1215 1100 1432 1434 1003 1004 1111 1312 1308 1327 1313 1324 1223 1316 1317 1224 1119 1211 1336 1230 1226 1222 1235 1006 1114 1345 1009 1323 1343 904 1016 1239 1009 1019 1021 1018 1115 909 1127 1242 1024 1131 1019 1131 1248

Tree=0
num_leaves=5
num_cat=0
split_feature=0 1 3 0
split_gain=32.2195 5.90446 0.603865 3.55271e-15
threshold=-0.017690906823269275 -0.79639053055710785 0.714002275712604 -0.060006328072615044
decision_type=2 2 2 2
left_child=1 -1 -2 -3
right_child=2 3 -4 -5
leaf_value=-0.14423958803056011 0.057048660532323631 -0.34552783659344388 -0.023466638892829905 -0.34552783659344366
leaf_weight=1.9872000217437742 3.726000040769577 4.2228000462055197 1.2420000135898588 1.2420000135898597
leaf_count=8 15 17 5 5
internal_value=-0.160343 -0.291851 0.0369198 -0.345528
internal_weight=12.42 7.452 4.968 5.4648
internal_count=50 30 20 22
is_linear=0
shrinkage=1


Tree=1
num_leaves=4
num_cat=0
split_feature=0 1 3
split_gain=26.1921 4.97472 0.487085
threshold=-0.017690906823269275 -0.79639053055710785 0.714002275712604
decision_type=2 2 2
left_child=1 -1 -2
right_child=2 -3 -4
leaf_value=0.014474026909714674 0.19445480984274649 -0.1707846701188204 0.12236340877260349
leaf_weight=1.9896334409713743 3.746950551867485 5.3390514254570007 1.2498278915882108
leaf_count=8 15 22 5
internal_value=-0.000120431 -0.12049 0.176423
internal_weight=12.3255 7.32868 4.99678
internal_count=50 30 20
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=5
num_cat=0
split_feature=0 1 4 3
split_gain=21.6397 4.28255 0.450508 0.00475486
threshold=-0.017690906823269275 -0.79639053055710785 0.67273691141716385 0.096839732053945263
decision_type=2 2 2 2
left_child=1 -1 -2 -4
right_child=2 -3 3 -5
leaf_value=0.013013006392313058 0.11464972487836177 -0.15967168458790487 0.17776307167161914 0.1854963536909231
leaf_weight=1.9916039705276487 1.4831311702728269 5.1491456925868988 2.21479144692421 1.2403450012207029
leaf_count=8 6 22 9 5
internal_value=-0.000200995 -0.111509 0.16075 0.180539
internal_weight=12.079 7.14075 4.93827 3.45514
internal_count=50 30 20 14
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=7
num_cat=0
split_feature=0 1 3 0 0 0
split_gain=18.0791 3.74815 0.449445 0.000982328 2.39684e-06 1.77636e-15
threshold=-0.017690906823269275 -0.79639053055710785 0.714002275712604 0.070604966799651281 0.13439688980353803 -0.088586848714713159
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -3
right_child=2 5 -4 4 -6 -7
leaf_value=0.011701793498296545 0.1684998287543446 -0.15086555841815044 0.09612665800541248 0.1650986331961187 0.16489824210931586 -0.15086555841815039
leaf_weight=1.993199825286865 1.2060457468032839 2.6817904114723201 1.2293799817562101 1.1941391229629519 1.1933520734310148 2.2348253428936009
leaf_count=8 5 12 5 5 5 10
internal_value=-0.000263952 -0.103972 0.148318 0.166174 0.164998 -0.150866
internal_weight=11.7327 6.90982 4.82292 3.59354 2.38749 4.91662
internal_count=50 30 20 15 10 22
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=6
num_cat=0
split_feature=0 1 3 0 3
split_gain=15.2437 3.32338 0.417136 0.000590497 1.52602e-06
threshold=-0.017690906823269275 -0.79639053055710785 0.714002275712604 0.070604966799651281 -0.23298179771026084
decision_type=2 2 2 2 2
left_child=1 -1 3 -2 -5
right_child=2 -3 -4 4 -6
leaf_value=0.01052440694867627 0.15788050896873768 -0.14374250740039382 0.08784338937397293 0.15519349699650278 0.15503025432291251
leaf_weight=1.9944922924041746 1.1607411801815035 4.6575329303741455 1.2116946727037428 1.1458054184913637 1.144816994667053
leaf_count=8 5 22 5 5 5
internal_value=-0.000308793 -0.0974883 0.138321 0.156043 0.155112
internal_weight=11.3151 6.65203 4.66306 3.45136 2.29062
internal_count=50 30 20 15 10
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=7
num_cat=0
split_feature=4 2 1 1 3 0
split_gain=13.1722 3.51235 0.492199 0.0499549 0.00725669 7.87614e-05
threshold=0.40341913482834435 -0.62863470956177614 1.3851633793227569 -0.25243711411329151 0.1520374842369043 0.1032790882898289
decision_type=2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2
right_child=4 2 -4 -5 -6 -7
leaf_value=0.023553979994825114 0.14832511504573337 -0.16358764949397742 -0.067197500840214239 -0.13788586303705028 0.15720667737180261 0.14721431516900169
leaf_weight=2.2178067266941071 1.0978599637746818 1.0374504178762438 1.0374504178762434 2.7897528111934662 1.1499476432800291 1.5250014960765836
leaf_count=9 5 5 5 14 5 7
internal_value=-0.000344141 -0.0807428 -0.128292 -0.144853 0.150583 0.147679
internal_weight=10.8553 7.08246 4.86465 3.8272 3.77281 2.62286
internal_count=50 33 24 19 17 12
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=7
num_cat=0
split_feature=0 1 4 3 1 1
split_gain=11.2794 2.65256 0.358059 0.00416097 0.000279326 1.65682e-05
threshold=-0.017690906823269275 -0.79639053055710785 0.67273691141716385 0.096839732053945263 1.1726767102367341 1.0000000180025095e-35
decision_type=2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -3
right_child=2 4 3 -5 -6 -7
leaf_value=0.0071032012388080323 0.081294520949030821 -0.13253019933970073 0.14075084115502287 0.14853737364269409 -0.13463632934933858 -0.13300609563344601
leaf_weight=1.9974836111068723 1.3412913829088209 1.2963282167911532 1.8512963503599169 1.0905683785676954 1.1457651853561399 1.6791655719280241
leaf_count=8 6 7 9 5 6 9
internal_value=-0.000347404 -0.0874714 0.124114 0.143637 -0.13331 -0.132799
internal_weight=10.4019 6.11874 4.28316 2.94186 4.12126 2.97549
internal_count=50 30 20 14 22 16
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=8
num_cat=0
split_feature=4 2 3 3 3 0 4
split_gain=9.83212 2.81507 0.513708 0.0530701 0.00310975 0.000183955 0.000122844
threshold=0.40341913482834435 -0.62863470956177614 0.88082696596154131 0.1520374842369043 0.1520374842369043 0.1032790882898289 -1.1372742120942056
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -2 -3
right_child=4 2 -4 -5 -6 -7 -8
leaf_value=0.019813025014421306 0.13715871935953744 -0.13013554716505515 -0.053259612725462979 -0.15711143355038315 0.14268992096032967 0.13536213980548659 -0.12866244028226123
leaf_weight=2.212084025144577 0.98581925034523088 0.88910289108753238 0.93539118766784657 0.94375877082347859 1.0416207760572431 1.3509378433227537 1.5581685304641726
leaf_count=9 5 5 5 5 5 7 9
internal_value=-0.000377046 -0.0719503 -0.118869 -0.136966 0.138146 0.13612 -0.129198
internal_weight=9.91688 6.53851 4.32642 3.39103 3.37838 2.33676 2.44727
internal_count=50 33 24 19 17 12 14
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=9
num_cat=0
split_feature=0 1 4 3 1 0 3 3
split_gain=8.62603 1.17662 1.13779 0.00205536 0.000216379 0.000122586 4.71143e-05 3.50536e-06
threshold=-0.048898205563835541 -0.79639053055710785 0.40341913482834435 0.1520374842369043 0.67265165178003816 0.1032790882898289 -1.0000000180025095e-35 -0.063921399527226808
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 7 -4 -6 -3
right_child=2 4 3 -5 6 -7 -8 -9
leaf_value=-0.024178254080005374 0.021522455299011464 -0.12516099757976373 0.13240202564821363 0.13703911022207368 -0.12610402339025084 0.13088532123291255 -0.12716957031542994 -0.1248649830798929
leaf_weight=1.7491511404514311 1.2809014916419981 0.80300186574459054 0.9223758131265648 0.97931963205337513 0.82016028463840485 1.2620048373937605 0.8399202227592466 0.79718947410583541
leaf_count=7 6 5 5 5 5 7 5 5
internal_value=-0.00037013 -0.0903447 0.101038 0.133232 -0.125843 0.131526 -0.126643 -0.125014
internal_weight=9.45402 5.00942 4.4446 3.1637 3.26027 2.18438 1.66008 1.60019
internal_count=50 27 23 17 20 12 10 10
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=9
num_cat=0
split_feature=0 1 4 3 1 0 3 3
split_gain=7.39326 1.12962 1.07613 0.00137954 0.000147945 8.2847e-05 3.20512e-05 2.39766e-06
threshold=-0.048898205563835541 -0.79639053055710785 0.40341913482834435 0.1520374842369043 0.67265165178003816 0.1032790882898289 0.096839732053945263 -0.063921399527226808
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 7 -4 -6 -3
right_child=2 4 3 -5 6 -7 -8 -9
leaf_value=-0.021775957514668234 0.019353567694232701 -0.12220106286238433 0.12838845089377307 0.13231597872759829 -0.12301238443342975 0.12709629709684447 -0.12392526904828145 -0.12194658236742562
leaf_weight=1.7479646354913709 1.2819434106349943 0.74327306449413277 0.85933066904544908 0.91610150039196003 0.75979545712470986 1.1741794347763059 0.77885441482067108 0.73769484460353896
leaf_count=7 6 5 5 5 5 7 5 5
internal_value=-0.000360999 -0.0857533 0.0958482 0.129094 -0.122788 0.127642 -0.123474 -0.122074
internal_weight=8.99914 4.76758 4.23156 2.94961 3.01962 2.03351 1.53865 1.48097
internal_count=50 27 23 17 20 12 10 10
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=8
num_cat=0
split_feature=4 2 1 3 3 3 3
split_gain=6.39044 2.2916 0.555118 0.0601324 0.000937893 7.45337e-05 5.95695e-05
threshold=0.40341913482834435 -0.62863470956177614 1.3851633793227569 0.714002275712604 0.1520374842369043 -0.44963994135730878 -0.40557662366965408
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -2
right_child=4 2 -4 -5 -6 -7 -8
leaf_value=0.020672804121750779 0.12488601254984598 -0.12081515449457736 -0.036029002254773866 -0.15193845264788486 0.12832674192656632 -0.1195665426626146 0.12376203611354347
leaf_weight=2.2055514752864838 0.95566177368164074 0.84875990450382266 0.81449785828590382 0.85474026203155506 0.85334835946559895 1.0946628153324129 0.9307876229286195
leaf_count=9 6 6 5 5 5 8 6
internal_value=-0.000349878 -0.0596483 -0.108685 -0.129834 0.125576 -0.120112 0.124331
internal_weight=8.55801 5.81821 3.61266 2.79816 2.7398 1.94342 1.88645
internal_count=50 33 24 19 17 14 12
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=8
num_cat=0
split_feature=0 0 0 4 3 3 0
split_gain=5.79888 1.12925 3.63432 0.814165 0.0590368 0.000644567 4.13364e-05
threshold=-0.048898205563835541 -0.10210967171876996 -0.080726911203255355 0.40341913482834435 -0.063921399527226808 0.1520374842369043 0.1032790882898289
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 6 -5
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.15488449603195942 0.024187696014679266 0.096768370378765817 -0.14481285169506336 0.12205608738435014 -0.1185888395381664 0.12492774690717318 0.12107096074483054
leaf_weight=1.034793972969055 1.2587259858846667 1.1344868987798689 1.380476698279381 0.73858742415905032 0.79046961665153492 0.79205819964408863 1.0062239468097685
leaf_count=6 6 6 9 5 6 5 7
internal_value=-0.00034089 -0.0792914 -0.0358368 0.0899383 -0.139166 0.122562 0.121488
internal_weight=8.13582 4.34023 2.51496 3.7956 1.82526 2.53687 1.74481
internal_count=50 27 15 23 12 17 12
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=8
num_cat=0
split_feature=0 0 0 4 3 3 3
split_gain=4.97613 1.03266 3.09641 0.790307 0.0427543 0.000447055 3.00073e-05
threshold=-0.048898205563835541 -0.10210967171876996 -0.080726911203255355 0.40341913482834435 -0.063921399527226808 0.1520374842369043 -0.40557662366965408
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 6 -5
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.14855482663769917 0.021747233099009868 0.084941063686141127 -0.14022107640032094 0.11945628994560234 -0.11651240161760457 0.12201014395295201 0.11859267630946789
leaf_weight=0.97413264960050583 1.2599134892225268 1.1616363674402235 1.2878936603665354 0.8165065944194797 0.72733594477176644 0.73293370008468617 0.79317080974578846
leaf_count=6 6 6 9 6 6 5 6
internal_value=-0.00038033 -0.0750121 -0.0334428 0.0856139 -0.134857 0.119963 0.119031
internal_weight=7.75352 4.151 2.44953 3.60252 1.70147 2.34261 1.60968
internal_count=50 27 15 23 12 17 12
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=8
num_cat=0
split_feature=0 1 4 0 0 3 0
split_gain=4.27467 1.01728 0.766694 0.00056085 0.000814538 0.000312514 2.10741e-05
threshold=-0.048898205563835541 -0.79639053055710785 0.40341913482834435 -0.080726911203255355 -0.10723137192205238 0.1520374842369043 0.1032790882898289
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 -4
right_child=2 3 5 -5 -6 -7 -8
leaf_value=-0.013092635368389505 0.01955815072850365 -0.11443356945441129 0.11733555403910118 -0.11303165822203674 -0.11909140084565253 0.11948991985658573 0.11657239785880241
leaf_weight=1.7152869403362276 1.26078836619854 0.87831064313650165 0.62806550413370155 0.71390337496995915 0.65574944764375676 0.67645024508237828 0.8536582812666893
leaf_count=7 6 8 5 7 5 5 7
internal_value=-0.000414316 -0.0710916 0.0815145 -0.115347 -0.116425 0.117709 0.116896
internal_weight=7.38221 3.96325 3.41896 2.24796 1.53406 2.15817 1.48172
internal_count=50 27 23 20 13 17 12
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=8
num_cat=0
split_feature=4 2 1 0 0 3 3
split_gain=3.73095 1.96175 0.650267 0.103515 0.000437767 0.000219942 1.5404e-05
threshold=0.40341913482834435 -0.62863470956177614 1.3851633793227569 -0.048898205563835541 -0.080726911203255355 0.1520374842369043 -0.40557662366965408
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=0.025739636113157133 0.11536370505596082 -0.11497866200772518 -0.013654038280525818 -0.16308556500035457 -0.11163891026124813 0.1173011029576182 0.11469085386682576
leaf_weight=2.1646793335676193 0.69123516231775273 0.98236104846000694 0.66521793603897084 0.5713731944561008 0.65361139923334122 0.62290935963392247 0.67008320987224568
leaf_count=9 6 9 5 3 7 5 6
internal_value=-0.000399172 -0.0461496 -0.100323 -0.126442 -0.113644 0.115745 0.115033
internal_weight=7.02147 5.03724 2.87256 2.20735 1.63597 1.98423 1.36132
internal_count=50 33 24 19 16 17 12
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=7
num_cat=0
split_feature=0 0 0 3 2 1
split_gain=3.451 1.01331 2.77364 0.587372 0.159712 0.0619369
threshold=-0.048898205563835541 -0.10210967171876996 -0.080726911203255355 0.714002275712604 -0.48133042871697895 0.87855340156570161
decision_type=2 2 2 2 2 2
left_child=1 5 -3 4 -2 -1
right_child=3 2 -4 -5 -6 -7
leaf_value=-0.15407333557386491 0.13572979977423688 0.086901634208553291 -0.13759773485858071 0.015403202345906274 0.079818101867835986 -0.11239225813195644
leaf_weight=0.65946372598409675 1.0604265183210375 1.1185208782553675 1.0833421722054479 1.0038575232028959 0.98586652427911792 0.77604345232248306
leaf_count=4 8 6 9 6 9 8
internal_value=-0.000389845 -0.0661718 -0.0235547 0.0780565 0.108793 -0.13154
internal_weight=6.68752 3.63737 2.20186 3.05015 2.04629 1.43551
internal_count=50 27 15 23 17 12
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=8
num_cat=0
split_feature=4 2 1 0 0 3 1
split_gain=2.99137 1.67875 0.659379 0.0775037 0.000680971 0.000276421 3.04041e-05
threshold=0.40341913482834435 -0.62863470956177614 1.3851633793227569 -0.048898205563835541 -0.080726911203255355 0.1520374842369043 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=0.024404459336762753 0.11148346077056333 -0.11360625853409867 -0.0063959487698216052 -0.15616056339951323 -0.1090713814445768 0.11483260028567543 0.11253132149116363
leaf_weight=2.1154776215553284 0.46197643876075722 0.87243638932704903 0.6256807968020438 0.55000936985015902 0.53368791937828064 0.55205246806144703 0.69118864089250565
leaf_count=9 5 9 5 3 7 5 7
internal_value=-0.000454837 -0.0416386 -0.0957528 -0.124334 -0.111885 0.112992 0.112112
internal_weight=6.40251 4.69729 2.58181 1.95613 1.40612 1.70522 1.15317
internal_count=50 33 24 19 16 17 12
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=8
num_cat=0
split_feature=0 0 0 4 1 3 1
split_gain=2.78625 0.949258 2.41793 0.505477 0.0610277 0.000197517 2.17287e-05
threshold=-0.048898205563835541 -0.10210967171876996 -0.080726911203255355 0.40341913482834435 0.50627675728027721 0.1520374842369043 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 6 -5
right_child=3 2 -4 5 -6 -7 -8
leaf_value=-0.15451064206237097 0.025041694555662377 0.081432160615133545 -0.1354505762928308 0.11027202742627558 -0.11042639050400643 0.11323037547235726 0.11119829367124423
leaf_weight=0.53968155384063743 1.1877990663051607 1.1040567904710772 0.96187054365873326 0.42237026989459969 0.75100711733102798 0.50622256845235813 0.63252586126327515
leaf_count=3 6 6 9 5 9 5 7
internal_value=-0.000445832 -0.0615792 -0.0195458 0.0742022 -0.12886 0.111607 0.110827
internal_weight=6.10553 3.35662 2.06593 2.74892 1.29069 1.56112 1.0549
internal_count=50 27 15 23 12 17 12
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=8
num_cat=0
split_feature=0 0 0 2 4 1 3
split_gain=2.39072 0.861374 2.0709 0.521603 1.12015 0.0418829 3.94999e-05
threshold=-0.048898205563835541 -0.10210967171876996 -0.080726911203255355 -0.62863470956177614 0.40341913482834435 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 5 -3 -2 -5 -1 -6
right_child=3 2 -4 4 6 -7 -8
leaf_value=-0.14714956939813398 0.1316046945422262 0.072363719431633208 -0.13194631750321123 -0.052377036679278843 0.11001153105801878 -0.10934116992074522 0.11130657264834541
leaf_weight=0.51146344467997551 0.91000726819038424 1.1174061149358752 0.89226157218217839 0.76160527765750863 0.49475586414337158 0.68593825399875663 0.44949627667665482
leaf_count=3 8 6 9 4 6 9 5
internal_value=-0.000481294 -0.0583504 -0.0183468 0.0704667 0.037852 -0.125491 0.110628
internal_weight=5.82293 3.20707 2.00967 2.61586 1.70586 1.1974 0.944252
internal_count=50 27 15 23 15 12 11
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=8
num_cat=0
split_feature=0 1 2 1 0 0 2
split_gain=2.06941 0.867584 0.472093 1.07699 0.00105684 0.00309627 0.000143797
threshold=-0.048898205563835541 -0.79639053055710785 -0.62863470956177614 0.67265165178003816 -0.080726911203255355 -0.10210967171876996 1.6569904445240515
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -3
right_child=2 4 3 -5 -6 -7 -8
leaf_value=-0.0041731670475532385 0.12858869637622064 -0.10680005136910992 -0.03552073385739099 0.12911477381277492 -0.10622556705407807 -0.11922889970885385 -0.10971498798122022
leaf_weight=1.5914367288351061 0.84172862023115191 0.35595740005373944 0.91170755773782708 0.70427972078323364 0.38614732772111882 0.40570217370986927 0.32262058556079865
leaf_count=7 8 6 8 7 7 3 4
internal_value=-0.000481717 -0.0553402 0.0678619 0.0362307 -0.110718 -0.112318 -0.108186
internal_weight=5.51958 3.06186 2.45772 1.61599 1.47043 1.08428 0.678578
internal_count=50 27 23 15 20 13 10
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=9
num_cat=0
split_feature=0 4 2 2 1 2 3 1
split_gain=1.95605 1.0588 1.76243 0.597379 0.0293308 0.0273643 6.48424e-05 2.79969e-05
threshold=-0.10210967171876996 0.40341913482834435 -0.62863470956177614 0.67777612646876473 0.50627675728027721 -0.30298571977168243 0.1520374842369043 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 -4 7 -3
right_child=1 6 3 -5 -6 -7 -8 -9
leaf_value=-0.14112744702158639 0.072363212045997174 0.10742271837832694 -0.14625166084959151 0.0028088164095323304 -0.10751746999811287 -0.11179571453136219 0.10971830896400735 0.10861874161585755
leaf_weight=0.47641125321388222 1.5511402338743208 0.31985703855752923 0.47496145218610719 0.5411057323217392 0.57067423313856125 0.44780481606721945 0.3909606970846653 0.50428751111030579
leaf_count=3 7 5 4 4 9 6 5 7
internal_value=-0.000440162 0.0298501 -0.00191084 -0.0806127 -0.12281 -0.129531 0.108658 0.108155
internal_weight=5.2772 4.23012 3.01501 1.46387 1.04709 0.922766 1.21511 0.824145
internal_count=50 38 21 14 12 10 17 12
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=9
num_cat=0
split_feature=0 4 2 2 1 2 3 1
split_gain=1.71777 0.967472 1.47775 0.552127 0.0204491 0.0200601 4.69766e-05 2.02795e-05
threshold=-0.10210967171876996 0.40341913482834435 -0.62863470956177614 0.67777612646876473 0.50627675728027721 -0.30298571977168243 0.1520374842369043 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 -4 7 -3
right_child=1 6 3 -5 -6 -7 -8 -9
leaf_value=-0.13592775513981017 0.065651499255700976 0.10666729589426534 -0.14128424751877164 0.0025256577858992451 -0.1067536759791532 -0.11059635423904197 0.10871349447252948 0.10773360636962606
leaf_weight=0.44670197367668141 1.5393683314323423 0.29136349633336045 0.44409003853797879 0.5415676161646843 0.51987298578023911 0.40935961157083567 0.35685811191797256 0.45985529199242592
leaf_count=3 7 5 4 4 9 6 5 7
internal_value=-0.000476815 0.0281584 -0.00190396 -0.0764498 -0.120236 -0.126565 0.107769 0.10732
internal_weight=5.00904 4.04246 2.93439 1.39502 0.966575 0.85345 1.10808 0.751219
internal_count=50 38 21 14 12 10 17 12
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=10
num_cat=0
split_feature=0 2 0 0 1 1 1 2 2
split_gain=1.51173 0.991148 1.28129 1.36288 0.470949 0.0513995 0.0243604 0.0174251 5.75075e-05
threshold=-0.10210967171876996 -1.3301535836942819 -0.017690906823269275 -0.080726911203255355 -1.0000000180025095e-35 -0.79639053055710785 1.5223086257290872 -0.48133042871697895 1.6569904445240515
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 -5 -6 -1 -9
right_child=1 2 4 5 6 -7 -8 8 -10
leaf_value=-0.13420879236584959 0.14161971804795631 0.044354705975594134 0.0051997430324872747 -0.15551743424571707 0.1076712942441117 -0.10975940830247422 0.14205761399870184 -0.10490227505228145 -0.10702670995876147
leaf_weight=0.37984448671340942 0.62705608457326922 0.80385927855968475 0.58776566013693832 0.45909357070922852 0.5188340246677392 0.52760152891278311 0.34171104431152344 0.26525929942727078 0.24520844221115112
leaf_count=2 5 5 6 2 8 9 3 6 4
internal_value=-0.00051176 0.0265434 0.00426417 -0.052303 0.0741985 -0.13105 0.121326 -0.117991 -0.105923
internal_weight=4.75623 3.86592 3.23887 1.79055 1.44831 0.986695 0.860545 0.890312 0.510468
internal_count=50 38 33 16 17 11 11 12 10
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=8
num_cat=0
split_feature=4 2 1 0 0 3 1
split_gain=1.33672 1.01298 0.663293 0.023599 0.000882503 2.11639e-05 3.49178e-06
threshold=0.40341913482834435 -0.62863470956177614 1.3851633793227569 -0.048898205563835541 -0.080726911203255355 0.1520374842369043 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=0.023728477669310407 0.10571641362514553 -0.11109184931476418 0.022460847550334125 -0.1372394317624108 -0.10413540937890844 0.10702609035103337 0.10619675721912332
leaf_weight=1.8319000601768496 0.25225793570280064 0.5888865217566488 0.44696952030062664 0.45005662739276886 0.26417422667145729 0.29900128394365311 0.37826968729496002
leaf_count=9 5 9 5 3 7 5 7
internal_value=-0.000520585 -0.0282492 -0.0826568 -0.118712 -0.108938 0.106333 0.106005
internal_weight=4.51152 3.58199 1.75009 1.30312 0.853061 0.929529 0.630528
internal_count=50 33 24 19 16 17 12
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=10
num_cat=0
split_feature=0 2 0 0 1 1 1 3 1
split_gain=1.33067 0.828465 1.00473 1.23177 0.405286 0.0172768 0.0128232 0.000778689 6.99209e-05
threshold=-0.10210967171876996 -1.3301535836942819 -0.017690906823269275 -0.080726911203255355 -1.0000000180025095e-35 1.5223086257290872 -0.51662063325267293 0.40586429870035129 1.3851633793227569
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -6 -1 -5 -8
right_child=1 2 4 7 5 -7 8 -9 -10
leaf_value=-0.13063069240535527 0.13647675999105635 0.044541684582226682 0.0061504045774898389 -0.12559672198152058 0.10619554515222521 0.13718884758325714 -0.1039504864814441 -0.13158744681896692 -0.10645698109252091
leaf_weight=0.35900157690048218 0.56896542012691531 0.77892833948135376 0.55622617900371574 0.47996196895837828 0.430531166493892 0.30890441313385963 0.2176630776375531 0.39598128199577332 0.22774311900138855
leaf_count=2 5 5 6 7 8 3 6 4 4
internal_value=-0.000529702 0.0259916 0.00468617 -0.0469481 0.0706355 0.119143 -0.116567 -0.128305 -0.105232
internal_weight=4.32391 3.5195 2.95053 1.65487 1.29566 0.739436 0.804408 0.875943 0.445406
internal_count=50 38 33 16 17 11 12 11 10
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=10
num_cat=0
split_feature=0 3 1 0 3 0 1 0 2
split_gain=1.17516 0.759998 0.711291 0.954411 0.611971 0.487577 0.00899542 0.000789354 5.09609e-05
threshold=-0.10210967171876996 0.40586429870035129 -1.0080247963353623 1.0000000180025095e-35 0.88082696596154131 -0.080726911203255355 -0.51662063325267293 0.070604966799651281 1.6569904445240515
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -3 -4 -1 -5 -8
right_child=1 4 3 7 -6 -7 8 -9 -10
leaf_value=-0.12687970974940735 0.14074971644881842 -0.1194048663480549 0.026154819429193885 0.11178662855702376 0.030364590996947056 -0.12319799688327707 -0.10356065696483785 0.1049909037355973 -0.10580496302522505
leaf_weight=0.33394140005111694 0.70737193897366557 0.54183189570903756 0.43213979154825211 0.32739851251244545 0.54952198639512062 0.44231032207608245 0.19765327498316754 0.35762730240821838 0.20727550983428955
leaf_count=2 5 5 3 5 5 7 6 8 4
internal_value=-0.000552112 0.0245692 0.0575776 0.019851 -0.0439925 -0.0493901 -0.11473 0.108239 -0.104709
internal_weight=4.09707 3.3582 2.26685 1.55948 1.09135 0.87445 0.73887 0.685026 0.404929
internal_count=50 38 28 23 10 10 12 13 10
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=10
num_cat=0
split_feature=0 3 1 0 3 0 1 1 2
split_gain=1.04068 0.654547 0.620392 0.848707 0.518491 0.438308 0.00635078 0.000587759 3.72033e-05
threshold=-0.10210967171876996 0.40586429870035129 -1.0080247963353623 -1.0000000180025095e-35 0.88082696596154131 -0.080726911203255355 -0.51662063325267293 1.0000000180025095e-35 1.6569904445240515
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -3 -4 -1 -5 -8
right_child=1 4 3 7 -6 -7 8 -9 -10
leaf_value=-0.12367672024370752 0.13567435001104541 -0.11187741762464487 0.023407432557624515 0.11058746572840394 0.027355044626159404 -0.12100742251353243 -0.1032105208157857 0.1044481786506041 -0.10522218791400613
leaf_weight=0.30958190560340881 0.66274871677160341 0.52153782919049241 0.43444612622261047 0.30348777770996005 0.54901046305894852 0.40709305927157469 0.17941986396908793 0.32075898349285126 0.18853634968400002
leaf_count=2 5 5 3 5 5 7 6 8 4
internal_value=-0.000537524 0.0233068 0.0553858 0.0190837 -0.0404747 -0.046453 -0.113122 0.107433 -0.104241
internal_weight=3.87662 3.19908 2.12853 1.46579 1.07055 0.841539 0.677538 0.624247 0.367956
internal_count=50 38 28 23 10 10 12 13 10
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=10
num_cat=0
split_feature=0 2 0 0 1 1 0 1 2
split_gain=0.923094 0.588493 0.75399 0.834063 0.400569 0.0118582 0.0108337 0.00450847 2.71992e-05
threshold=-0.10210967171876996 -1.3301535836942819 -0.017690906823269275 -0.080726911203255355 -0.41129539861222747 1.5223086257290872 -0.075478600892926059 -0.51662063325267293 1.6569904445240515
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 -6 -5 -1 -9
right_child=1 2 4 6 5 -7 -8 8 -10
leaf_value=-0.1209223056996811 0.12445683013696568 0.028988286817621479 -0.0075397836982434956 -0.13189115670341092 0.10483749933103137 0.1322379411001377 -0.10706025941855962 -0.10289582083191112 -0.10470065046309403
leaf_weight=0.28617161512374878 0.47437623515725169 0.77135621011257172 0.4376624263823039 0.40092581883072853 0.38215246051549778 0.26920882984995842 0.31279013119638033 0.16281702928245101 0.17140113934874535
leaf_count=2 5 5 5 3 9 3 8 6 4
internal_value=-0.000519559 0.0221086 0.00324696 -0.0430994 0.0664482 0.116162 -0.121009 -0.11171 -0.103821
internal_weight=3.66886 3.04847 2.5741 1.48507 1.08902 0.651361 0.713716 0.62039 0.334218
internal_count=50 38 33 16 17 12 11 12 10
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=9
num_cat=0
split_feature=4 2 1 1 3 1 3 2
split_gain=0.825069 0.797291 0.547879 0.010614 0.00106897 0.000980128 2.87968e-05 2.04322e-06
threshold=0.40341913482834435 -0.62863470956177614 1.3851633793227569 -0.41129539861222747 1.1072512661627529 1.0000000180025095e-35 0.1520374842369043 0.45929065330734459
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -2
right_child=6 2 -4 4 -6 -7 -8 -9
leaf_value=0.027207773844811392 0.10385872636010576 -0.13407580014464082 0.029157857079243305 -0.11127782295647999 -0.11590992951852566 -0.10257595172845779 0.10510046160333197 0.10339419306880751
leaf_weight=1.4944901764392857 0.24174045585095871 0.24547925591468833 0.35027896612882625 0.31807244569063142 0.22806777805089951 0.21825259365141392 0.22113505750894547 0.15564988739788532
leaf_count=9 7 3 5 5 2 9 5 5
internal_value=-0.000522101 -0.0232095 -0.0786064 -0.115985 -0.110175 -0.107737 0.104186 0.103677
internal_weight=3.47317 2.85464 1.36015 1.00987 0.764393 0.536325 0.618525 0.39739
internal_count=50 33 24 19 16 14 17 12
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=10
num_cat=0
split_feature=0 3 1 0 3 0 1 1 2
split_gain=0.823749 0.529824 0.472267 0.633081 0.389744 0.366496 0.00341602 0.000473095 2.9299e-05
threshold=-0.10210967171876996 0.40586429870035129 -1.0080247963353623 -1.0000000180025095e-35 0.88082696596154131 -0.080726911203255355 -0.51662063325267293 1.0000000180025095e-35 1.6569904445240515
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -3 -4 -1 -5 -8
right_child=1 4 3 7 -6 -7 8 -9 -10
leaf_value=-0.11905064129603893 0.12855270698344942 -0.10484516085211425 0.022935968288180841 0.10941837704173925 0.023280118987694443 -0.11792437206348572 -0.10235178005196491 0.10324131332713662 -0.10435865491598627
leaf_weight=0.26882901787757874 0.57356190308928523 0.4595304038375615 0.41921596229076385 0.25802432745695059 0.49118805676698685 0.33020050637424025 0.1334162782877687 0.23868561908602715 0.15997341647744179
leaf_count=2 5 5 3 5 5 7 6 8 4
internal_value=-0.000544526 0.0218522 0.053462 0.0188996 -0.0386493 -0.0391285 -0.110907 0.10645 -0.103446
internal_weight=3.33263 2.77041 1.81969 1.24613 0.950718 0.749416 0.562219 0.49671 0.29339
internal_count=50 38 28 23 10 10 12 13 10
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=11
num_cat=0
split_feature=0 2 1 4 0 0 3 1 2 3
split_gain=0.732311 0.469025 0.893607 0.770033 0.531821 1.09148 0.00384437 0.00244455 2.14776e-05 3.51444e-09
threshold=-0.10210967171876996 -0.62863470956177614 0.87855340156570161 0.40341913482834435 -0.080726911203255355 -0.048898205563835541 0.714002275712604 -0.51662063325267293 1.6569904445240515 -0.40557662366965408
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 6 -2 -6 9 -1 -9 -3
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.11691245647054016 0.13606419623923716 -0.10837359113043368 0.121135988315385 0.10377325487905492 -0.12718353157074802 0.11216993151207887 -0.12251129319055912 -0.10212305713045638 -0.10392674733777228 -0.10839299054591622
leaf_weight=0.24746572971343994 0.56464503705501556 0.19841271452605758 0.32622440345585346 0.20181821100413799 0.3360835462808609 0.43987283110618636 0.39610518515110016 0.12097664363682303 0.14532081037759781 0.1764191482216112
leaf_count=2 3 5 6 6 2 8 3 6 4 5
internal_value=-0.00052537 0.0207353 -0.022088 -0.0701197 0.0622289 0.00850075 -0.115642 -0.109757 -0.103107 -0.108383
internal_weight=3.15334 2.63958 1.29898 0.972755 1.3406 0.775956 0.770937 0.513763 0.266297 0.374832
internal_count=50 38 25 19 13 10 13 12 10 10
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=11
num_cat=0
split_feature=0 2 1 4 0 0 3 1 2 3
split_gain=0.655051 0.413866 0.795952 0.687832 0.460173 0.968824 0.00274188 0.00175596 1.57604e-05 5.89342e-09
threshold=-0.10210967171876996 -0.62863470956177614 0.87855340156570161 0.40341913482834435 -0.080726911203255355 -0.048898205563835541 0.714002275712604 -0.51662063325267293 1.6569904445240515 -0.40557662366965408
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 6 -2 -6 9 -1 -9 -3
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.11504638205913237 0.13157389591393245 -0.10755297898464639 0.11907187869754268 0.10340251625903063 -0.12393716010108463 0.11096835141870505 -0.12002700626856351 -0.10191701550219022 -0.10353916168592317 -0.10757929376440663
leaf_weight=0.22736112773418427 0.5274377167224884 0.18083109054714475 0.30003476142883301 0.18323402851819992 0.31165292859077454 0.40210267156362578 0.36544615775346756 0.10967422462999854 0.13195882737636566 0.16077641770243567
leaf_count=2 3 5 6 6 2 8 3 6 4 5
internal_value=-0.000531391 0.0203397 -0.021789 -0.0692604 0.0607418 0.00839964 -0.114006 -0.108738 -0.102803 -0.107565
internal_weight=2.90051 2.43152 1.19032 0.890288 1.24119 0.713756 0.707054 0.468994 0.241633 0.341608
internal_count=50 38 25 19 13 10 13 12 10 10
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=11
num_cat=0
split_feature=0 2 1 4 0 0 3 1 2 3
split_gain=0.586661 0.366255 0.709959 0.615227 0.400399 0.861836 0.00196367 0.00126553 1.15758e-05 7.31748e-09
threshold=-0.10210967171876996 -0.62863470956177614 0.87855340156570161 0.40341913482834435 -0.080726911203255355 -0.048898205563835541 0.714002275712604 -0.51662063325267293 1.6569904445240515 -0.40557662366965408
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 6 -2 -6 9 -1 -9 -3
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.11341121571123006 0.12775840880371009 -0.106814691380169 0.11720552525662742 0.10306924225719538 -0.12114700348651297 0.10988876527756344 -0.11785087499994983 -0.10173132380143096 -0.10319107055135089 -0.10684541670750303
leaf_weight=0.20853845775127411 0.49075654149055481 0.16469594184309277 0.27558424323797226 0.16630578972399235 0.28815354406833649 0.36722927354276225 0.33646057546138763 0.09940926264971528 0.11978353001177311 0.14642475079744977
leaf_count=2 3 5 6 6 2 8 3 6 4 5
internal_value=-0.000536335 0.0199927 -0.0215223 -0.0684959 0.059455 0.00830878 -0.112556 -0.107835 -0.102529 -0.106829
internal_weight=2.66334 2.23561 1.08947 0.813887 1.14614 0.655383 0.647581 0.427731 0.219193 0.311121
internal_count=50 38 25 19 13 10 13 12 10 10
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=11
num_cat=0
split_feature=0 2 1 4 0 0 3 1 2 3
split_gain=0.525979 0.324935 0.634073 0.550939 0.35004 0.768118 0.00141144 0.000914744 8.50951e-06 7.8063e-09
threshold=-0.10210967171876996 -0.62863470956177614 0.87855340156570161 0.40341913482834435 -0.080726911203255355 -0.048898205563835541 0.714002275712604 -0.51662063325267293 1.6569904445240515 -0.40557662366965408
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 6 -2 -6 9 -1 -9 -3
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.11197331753796269 0.12449044130569337 -0.1061501536642858 0.11552018696755391 0.1027694558455557 -0.11873428056987559 0.10891822209555975 -0.11593764489060479 -0.10156390017638856 -0.10287821300826326 -0.10618341729129216
leaf_weight=0.19099202752113342 0.45510675758123398 0.14990838710218712 0.25281058810651302 0.15089630149304867 0.26575648784637451 0.33509236760437533 0.30920757353305817 0.090089950710535383 0.1086974274367094 0.13327447231858891
leaf_count=2 3 5 6 6 2 8 3 6 4 5
internal_value=-0.000540443 0.019687 -0.0212839 -0.0678145 0.0583355 0.00822713 -0.111266 -0.107031 -0.102283 -0.106166
internal_weight=2.44183 2.05205 0.996097 0.743287 1.05596 0.600849 0.59239 0.389779 0.198787 0.283183
internal_count=50 38 25 19 13 10 13 12 10 10
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=10
num_cat=0
split_feature=0 4 2 1 1 1 3 2 1
split_gain=0.472026 0.292072 0.477313 0.294111 0.000734113 0.000662898 1.57697e-05 6.26016e-06 1.0102e-06
threshold=-0.10210967171876996 0.40341913482834435 -0.62863470956177614 0.67265165178003816 -0.25243711411329151 -0.51662063325267293 0.714002275712604 1.6569904445240515 0.67265165178003816
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 8 -7 -3
right_child=1 6 3 -5 -6 7 -8 -9 -10
leaf_value=-0.11070495379785875 0.050841736471628964 0.10206924846371845 -0.11497730220789358 0.026236369440253562 -0.10673281911789217 -0.10141289991092302 0.10344675718163024 -0.10259684222875712 0.10163705004731667
leaf_weight=0.17469511926174164 0.8484172448515892 0.17282042745500792 0.19042701181024313 0.24596402887254953 0.24952344410121419 0.081631954759359693 0.094913346692919731 0.098609490320086479 0.078711191192269325
leaf_count=2 7 9 4 3 7 6 3 4 5
internal_value=-0.000543891 0.0194171 0.000691561 -0.0613399 -0.110301 -0.106315 0.102348 -0.102061 0.101934
internal_weight=2.23571 1.88078 1.53433 0.685914 0.43995 0.354937 0.346445 0.180241 0.251532
internal_count=50 38 21 14 11 12 17 10 14
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=12
num_cat=0
split_feature=0 2 0 0 1 4 1 2 1 2 1
split_gain=0.420665 0.270764 0.341355 0.426413 0.194175 0.00290951 0.000594995 0.00140462 0.000481492 4.60848e-06 1.874e-06
threshold=-0.10210967171876996 -1.3301535836942819 -0.017690906823269275 -0.080726911203255355 -0.41129539861222747 0.40341913482834435 -1.0080247963353623 -0.62863470956177614 -0.51662063325267293 1.6569904445240515 0.67265165178003816
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -4 -6 -5 -8 -1 -10 -7
right_child=1 2 4 6 5 10 7 -9 9 -11 -12
leaf_value=-0.10958311451571801 0.11126124717455912 0.024358988403833867 -0.0051600287827622089 -0.11767851863074781 0.12071247991425563 0.10234325381899773 -0.11732823929570742 -0.10315477655194889 -0.10127667141814528 -0.10234363424861814 0.10173442820928247
leaf_weight=0.1596059650182724 0.26668797153979551 0.51892267912626266 0.25628262385725975 0.12765894830226898 0.14214372634887651 0.10790884122252464 0.12587790191173553 0.1572902100160718 0.073957947082817888 0.089435067027807236 0.095124752260744572
leaf_count=2 5 5 5 1 1 5 1 9 6 4 6
internal_value=-0.00060383 0.0182729 0.00207728 -0.0358984 0.0607809 0.10974 -0.112011 -0.109455 -0.105677 -0.101861 0.102058
internal_weight=2.1209 1.7979 1.53121 0.92975 0.60146 0.345177 0.410827 0.283168 0.322999 0.163393 0.203034
internal_count=50 38 33 16 17 12 11 10 12 10 11
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=10
num_cat=0
split_feature=0 3 2 0 0 0 0 1 2
split_gain=0.375924 0.271864 0.263881 0.318242 0.210944 0.137105 0.413855 0.000350439 3.39465e-06
threshold=-0.10210967171876996 0.40586429870035129 -0.48133042871697895 1.0000000180025095e-35 -0.048898205563835541 -0.080726911203255355 -0.048898205563835541 -0.51662063325267293 1.6569904445240515
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 -3 -2 -7 -1 -9
right_child=1 4 3 -5 -6 6 -8 8 -10
leaf_value=-0.10858845086584623 0.11994551171952227 -0.11269258206446334 -0.10580646988608876 0.10155018747110163 0.0089479826030702866 -0.11443167727970179 0.10724541353092319 -0.10115373321943076 -0.10211565081579482
leaf_weight=0.14567254483699799 0.39366669952869415 0.22641539946198463 0.20143324602395274 0.11700953356921673 0.38495335914194573 0.12402601074427366 0.26239314768463373 0.066997111774981355 0.081095663830637932
leaf_count=2 3 4 7 8 6 2 8 6 4
internal_value=-0.000604578 0.0173491 0.0470956 -0.0296147 -0.0361006 0.07841 0.0360954 -0.105106 -0.10168
internal_weight=2.00366 1.7099 1.09853 0.318443 0.611369 0.780086 0.386419 0.293765 0.148093
internal_count=50 38 28 15 10 13 10 12 10
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=10
num_cat=0
split_feature=0 2 1 0 0 0 1 0 2
split_gain=0.337087 0.243533 0.491805 0.258589 0.561632 0.104602 0.000255518 0.000231757 2.50191e-06
threshold=-0.10210967171876996 -0.62863470956177614 0.87855340156570161 -0.080726911203255355 -0.048898205563835541 1.0000000180025095e-35 -0.51662063325267293 -0.080726911203255355 1.6569904445240515
decision_type=2 2 2 2 2 2 2 2 2
left_child=6 3 5 -2 -5 7 -1 -3 -8
right_child=1 2 -4 4 -6 -7 8 -9 -10
leaf_value=-0.1077046963453293 0.11773059762945966 -0.10822828747456024 0.11254745177490665 -0.1138935133763873 0.10646132098720072 -0.018977369093101409 -0.10104275826379271 -0.10288045621321018 -0.10191027783837084
leaf_weight=0.13283617794513702 0.36256009340286255 0.20553738623857487 0.19683414045721292 0.21419324725866318 0.25145349651575077 0.23187866993248463 0.060684685595333687 0.13378091994673014 0.07351873442530632
leaf_count=2 3 3 6 2 8 7 6 9 4
internal_value=-0.00060514 0.0167917 -0.0237694 0.0544058 0.00510011 -0.0707442 -0.104596 -0.10612 -0.101518
internal_weight=1.86328 1.59624 0.768031 0.828207 0.465647 0.571197 0.26704 0.339318 0.134203
internal_count=50 38 25 13 10 19 12 12 10
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=10
num_cat=0
split_feature=4 2 2 0 3 1 3 2 1
split_gain=0.312477 0.304079 0.426253 0.00160787 0.00015598 9.13468e-05 7.51054e-06 2.00866e-06 6.26142e-07
threshold=0.40341913482834435 -0.62863470956177614 2.0932164503682911 1.0000000180025095e-35 1.1072512661627529 1.0000000180025095e-35 0.714002275712604 1.6569904445240515 0.67265165178003816
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -7 -2
right_child=6 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.023775575740388032 0.10153227734280863 -0.10479085479483941 0.090315936187235379 -0.11734582826643357 -0.10747118140463092 -0.10093610764730009 0.10261352052745364 -0.10173969308453711 0.10112609381056797
leaf_weight=0.79094927385449398 0.12738484609872114 0.16179373254999507 0.13653458654880524 0.12596786022186279 0.12059276178479195 0.081291678827255964 0.072813138365745544 0.050385624170303345 0.054056290537118912
leaf_count=9 9 7 2 1 2 9 3 3 5
internal_value=-0.000592254 -0.0183245 -0.0675422 -0.107453 -0.104443 -0.103199 0.101756 -0.101244 0.101411
internal_weight=1.72177 1.46752 0.676566 0.540032 0.414064 0.293471 0.254254 0.131677 0.181441
internal_count=50 33 24 22 21 19 17 12 14
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=10
num_cat=0
split_feature=0 3 2 0 3 0 0 1 0
split_gain=0.297407 0.220812 0.180852 0.242875 0.167556 0.109038 0.331713 0.000197826 1.97888e-08
threshold=-0.10210967171876996 0.40586429870035129 -0.48133042871697895 1.0000000180025095e-35 0.88082696596154131 -0.080726911203255355 -0.048898205563835541 -0.51662063325267293 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 -3 -2 -7 -1 -9
right_child=1 4 3 -5 -6 6 -8 8 -10
leaf_value=-0.10708443943564049 0.11542789799568372 -0.09291507898383615 -0.10424837031025735 0.10125007139411826 0.020781802518209158 -0.11187056590970706 0.10582734860478185 -0.10133708745664721 -0.10125337395982099
leaf_weight=0.12356143444776535 0.32751366496086121 0.25432101637125015 0.15121414698660363 0.092813808470964432 0.26434256508946419 0.10519442101940513 0.20916408719494928 0.058905747719109058 0.054237626492977253
leaf_count=2 3 5 7 8 5 2 8 5 5
internal_value=-0.000624162 0.0168509 0.0471892 -0.0260889 -0.0349682 0.0750482 0.0329787 -0.104318 -0.101297
internal_weight=1.64127 1.40456 0.8859 0.244028 0.518664 0.641872 0.314359 0.236705 0.113143
internal_count=50 38 28 15 10 13 10 12 10
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=10
num_cat=0
split_feature=0 3 0 2 0 0 0 1 0
split_gain=0.266958 0.195113 0.222307 0.16152 0.219089 0.096248 0.297774 0.00014463 1.46073e-08
threshold=-0.10210967171876996 0.40586429870035129 -0.017690906823269275 -0.48133042871697895 1.0000000180025095e-35 -0.080726911203255355 -0.048898205563835541 -0.51662063325267293 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 5 -5 -2 -7 -1 -9
right_child=1 2 -4 4 -6 6 -8 8 -10
leaf_value=-0.10636501677166771 0.1137703392545964 -0.10858051438164613 0.025435943863081657 -0.10383519946009892 0.10112982375094529 -0.1106270935066116 0.10526096224883763 -0.10120851680654933 -0.1011329499416883
leaf_weight=0.11252056062221527 0.30044221132993698 0.21800493728369474 0.28636419959366322 0.13734091026708473 0.084076184779405594 0.09619887312874198 0.19022592157125462 0.053364388179033995 0.049131697043776623
leaf_count=2 3 5 5 7 8 2 8 5 5
internal_value=-0.000602746 0.016316 -0.0324904 0.0467711 -0.0260062 0.074229 0.0327526 -0.10389 -0.101172
internal_weight=1.52767 1.31265 0.504369 0.808284 0.221417 0.586867 0.286425 0.215017 0.102496
internal_count=50 38 10 28 15 13 10 12 10
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=10
num_cat=0
split_feature=4 2 1 0 3 1 3 1 1
split_gain=0.243056 0.210785 0.424544 0.00099295 0.00010491 3.7344e-05 7.88256e-06 1.19586e-06 2.43662e-07
threshold=0.40341913482834435 -0.62863470956177614 2.424589617171915 1.0000000180025095e-35 1.1072512661627529 1.0000000180025095e-35 0.714002275712604 1.3851633793227569 0.67265165178003816
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -7 -2
right_child=6 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.020690967572353506 0.10112561408860576 -0.10352447491612043 0.11418229401573365 -0.11441871301449312 -0.10615552935470721 -0.10069027876199475 0.10237343332991911 -0.10134457649239492 0.10083140871864327
leaf_weight=0.66122153773903836 0.094249723944813124 0.12122922902926792 0.10878000408411026 0.11013679951429367 0.10168544575572014 0.060243637301027775 0.06582365557551384 0.052084187045693398 0.040139369200915098
leaf_count=9 9 7 1 1 2 9 3 4 5
internal_value=-0.000615817 -0.0174338 -0.0629242 -0.106181 -0.103475 -0.102307 0.101477 -0.100994 0.101038
internal_weight=1.41559 1.21538 0.554159 0.445379 0.335242 0.233557 0.200213 0.112328 0.134389
internal_count=50 33 24 23 22 20 17 13 14
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=10
num_cat=0
split_feature=0 3 0 2 0 0 0 1 0
split_gain=0.232517 0.172518 0.186877 0.130131 0.178453 0.0887743 0.265859 0.000111065 7.99404e-09
threshold=-0.10210967171876996 0.40586429870035129 -0.017690906823269275 -0.48133042871697895 1.0000000180025095e-35 -0.080726911203255355 -0.048898205563835541 -0.51662063325267293 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 5 -5 -2 -7 -1 -9
right_child=1 2 -4 4 -6 6 -8 8 -10
leaf_value=-0.10584240568763476 0.11206032340935056 -0.10764954491988127 0.022789461608151877 -0.1031267209573451 0.10092320237785944 -0.10977838088120687 0.10472517506204204 -0.10098743604613714 -0.10092571084798702
leaf_weight=0.10430432856082916 0.27077723294496536 0.18998700333759189 0.26034561917185783 0.11320588318631042 0.068972975015640259 0.088814096990972757 0.16536209173500527 0.043783626053482294 0.040288560558110587
leaf_count=2 3 5 5 7 8 2 8 5 5
internal_value=-0.000630783 0.0161375 -0.0322403 0.0469467 -0.0258734 0.072218 0.0297735 -0.103662 -0.100958
internal_weight=1.34584 1.15746 0.450333 0.707132 0.182179 0.524953 0.254176 0.188377 0.0840722
internal_count=50 38 10 28 15 13 10 12 10
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=10
num_cat=0
split_feature=0 3 0 2 0 0 0 1 0
split_gain=0.208873 0.153574 0.168678 0.116516 0.161106 0.0788454 0.238984 8.13914e-05 5.907e-09
threshold=-0.10210967171876996 0.40586429870035129 -0.017690906823269275 -0.48133042871697895 1.0000000180025095e-35 -0.080726911203255355 -0.048898205563835541 -0.51662063325267293 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 5 -5 -2 -7 -1 -9
right_child=1 2 -4 4 -6 6 -8 8 -10
leaf_value=-0.10525563571630558 0.11079697366449325 -0.10688530896960378 0.020615362702883361 -0.10282431546093362 0.10083464813079418 -0.10876935080397986 0.1042672746645095 -0.10089275066407151 -0.10083699479361961
leaf_weight=0.094877727329730988 0.24765978008508682 0.17307369783520699 0.25909148249775171 0.10271883057430375 0.062461350113153458 0.081069645471870899 0.15024941507726897 0.039652352686971426 0.036485039163380972
leaf_count=2 3 5 5 7 8 2 8 5 5
internal_value=-0.000640908 0.0156706 -0.0304462 0.0466103 -0.0258126 0.071586 0.029605 -0.103301 -0.100866
internal_weight=1.24734 1.07632 0.432165 0.644159 0.16518 0.478979 0.231319 0.171015 0.0761374
internal_count=50 38 10 28 15 13 10 12 10
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=10
num_cat=0
split_feature=4 2 1 0 3 1 3 1 1
split_gain=0.188222 0.148599 0.359668 0.000871836 4.06706e-05 1.5065e-05 6.02449e-06 4.85512e-07 9.55713e-08
threshold=0.40341913482834435 -0.62863470956177614 2.424589617171915 1.0000000180025095e-35 1.1072512661627529 1.0000000180025095e-35 0.714002275712604 1.3851633793227569 0.67265165178003816
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -7 -2
right_child=6 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.018288286988328836 0.1008283787873461 -0.10259760022278218 0.11211455804820614 -0.11343029424175921 -0.10447586221329302 -0.10050884054635663 0.10205182599485521 -0.10099296905511611 0.10061438702220574
leaf_weight=0.54964591935276974 0.069720566272735707 0.090560822747647651 0.096379220485687256 0.10438245534896851 0.076187320053577423 0.044531718362122774 0.057254007086157799 0.03873118944466114 0.029787186998873949
leaf_count=9 9 7 1 1 2 9 3 4 5
internal_value=-0.000649248 -0.016614 -0.0591719 -0.105754 -0.102549 -0.101705 0.101235 -0.100734 0.100764
internal_weight=1.15718 1.00042 0.450773 0.354394 0.250011 0.173824 0.156762 0.0832629 0.0995078
internal_count=50 33 24 23 22 20 17 13 14
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=10
num_cat=0
split_feature=0 3 0 1 0 2 0 2 0
split_gain=0.182455 0.136248 0.143003 0.0999846 0.129417 6.15966e-05 2.8571e-05 5.74554e-08 3.23404e-09
threshold=-0.10210967171876996 0.40586429870035129 -0.017690906823269275 -1.0080247963353623 1.0000000180025095e-35 -0.48133042871697895 0.046345450976114193 0.45929065330734459 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 -1 -6 -8 -7
right_child=1 2 -4 4 6 8 7 -9 -10
leaf_value=-0.10481787580445485 0.10673352757474189 -0.10620236572415383 0.01846400065505277 -0.023223691260389923 0.10386323335222532 -0.10072981740279188 0.10078999011094876 0.10060967002725847 -0.10068425404761144
leaf_weight=0.087703078985214233 0.1866234028711915 0.15094727836549282 0.23566958028823137 0.25542988837696612 0.047145688906311989 0.032515437342226505 0.046450530644506216 0.028519241604954004 0.029905996285378933
leaf_count=2 5 5 5 10 2 5 6 5 5
internal_value=-0.000657664 0.0155189 -0.0302096 0.046856 0.0172582 -0.103109 0.101934 0.100721 -0.100708
internal_weight=1.10091 0.950786 0.386617 0.564169 0.377545 0.150125 0.122115 0.0749698 0.0624214
internal_count=50 38 10 28 23 12 13 11 10
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=10
num_cat=0
split_feature=0 1 3 2 0 0 2 2 0
split_gain=0.163599 0.118103 0.264234 0.12353 0.0756036 0.202307 0.0587437 4.52268e-05 2.39147e-09
threshold=-0.10210967171876996 0.87855340156570161 0.40586429870035129 -0.48133042871697895 -0.080726911203255355 -0.048898205563835541 -0.088727747120048425 -0.48133042871697895 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -5 -1 -9
right_child=1 -3 -4 6 5 -7 -8 8 -10
leaf_value=-0.10433844564986815 0.1093468055250118 0.1080425735954491 -0.078903336386456982 -0.10247111390398922 -0.10787202835792575 0.10346397795431801 0.05182184619554147 -0.10065997214341633 -0.10061879538362853
leaf_weight=0.079703062772750854 0.21344348788261414 0.11798735801130533 0.27245214325375855 0.073644980089738965 0.073224645340815187 0.11876237066462636 0.037109800847247243 0.029440560843795538 0.027076772879809141
leaf_count=2 3 6 8 5 2 8 6 5 5
internal_value=-0.000622357 0.0147304 0.000770103 0.0428232 0.0683917 0.0228595 -0.0507733 -0.102804 -0.10064
internal_weight=1.04285 0.906625 0.788637 0.516185 0.405431 0.191987 0.110755 0.13622 0.0565173
internal_count=50 38 32 24 13 10 11 12 10
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=10
num_cat=0
split_feature=4 2 1 0 3 1 3 1 1
split_gain=0.152065 0.115346 0.28619 0.000539976 1.61855e-05 7.8838e-06 5.73367e-06 1.70566e-07 4.28148e-08
threshold=0.40341913482834435 -0.62863470956177614 2.424589617171915 1.0000000180025095e-35 1.1072512661627529 1.0000000180025095e-35 0.714002275712604 1.3851633793227569 0.67265165178003816
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -7 -2
right_child=6 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.016640405275486918 0.10062592032772018 -0.10207714869839396 0.10954279598893187 -0.11128690530886948 -0.10335516453495407 -0.10040536277444022 0.10193842493640193 -0.10073391217950803 0.10046040074751506
leaf_weight=0.47062279656529427 0.052608419442549348 0.072576108388602734 0.079525776207447052 0.091135352849960327 0.058278614655137062 0.035049054538831115 0.052697602659463882 0.028773126192390919 0.022231800947338343
leaf_count=9 9 7 1 1 2 9 3 4 5
internal_value=-0.000570364 -0.0160876 -0.0582474 -0.104934 -0.10196 -0.101364 0.101139 -0.100553 0.100577
internal_weight=0.963499 0.835961 0.365338 0.285812 0.194677 0.136398 0.127538 0.0638222 0.0748402
internal_count=50 33 24 23 22 20 17 13 14
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=10
num_cat=0
split_feature=0 3 1 1 3 2 0 2 0
split_gain=0.143586 0.104233 0.106127 0.0818323 0.0991728 0.0954577 0.0654443 3.38337e-05 1.31016e-09
threshold=-0.10210967171876996 0.40586429870035129 1.0000000180025095e-35 -1.0080247963353623 -0.23298179771026084 -0.62863470956177614 0.046345450976114193 -0.48133042871697895 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 -5 -7 -1 -9
right_child=1 2 -4 4 -6 6 -8 8 -10
leaf_value=-0.10397416821567179 0.10536809633516878 -0.084299999673715792 0.029753462876210574 0.10821104400908635 -0.058355649161634528 -0.10144258971253531 0.10052651824884667 -0.10053973628503454 -0.10050606974645877
leaf_weight=0.073523469269275665 0.15154443448409438 0.16726395301520824 0.15926926606334746 0.13262611161917448 0.11460349592380226 0.048433444695547223 0.023990453686565161 0.024131487356498837 0.022186944494023919
leaf_count=2 5 3 7 4 7 7 5 5 5
internal_value=-0.000579699 0.0147527 -0.0286695 0.0448437 0.0161497 0.0577911 -0.0345402 -0.102641 -0.100524
internal_weight=0.917573 0.797731 0.326533 0.471198 0.319654 0.20505 0.0724239 0.119842 0.0463184
internal_count=50 38 10 28 23 16 12 12 10
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=11
num_cat=0
split_feature=4 0 2 1 0 2 3 0 1 0
split_gain=0.135493 0.0948967 0.11374 0.125861 0.000235289 2.48811e-05 4.75715e-06 2.54026e-06 2.41678e-08 9.69431e-10
threshold=0.40341913482834435 -0.10210967171876996 -0.62863470956177614 0.67265165178003816 1.0000000180025095e-35 -0.48133042871697895 0.714002275712604 -0.080726911203255355 0.67265165178003816 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 7 -1 8 -4 -2 -7
right_child=6 2 3 -5 -6 9 -8 -9 -10 -11
leaf_value=-0.10358171580081932 0.10054920888214436 0.035285647487684535 -0.10225263885463048 0.032903390874337489 -0.10928180812312412 -0.1004881578799794 0.10181587784353835 -0.10117083627513193 0.10041652719882435 -0.10045772052615549
leaf_weight=0.06676599383354187 0.045690621482208371 0.36467652395367622 0.043068895116448402 0.10994914872571826 0.077720746397972107 0.021845710463821888 0.048606871627271175 0.043761259643360972 0.019624748500064015 0.020084748277440667
leaf_count=2 9 7 2 3 1 5 3 8 5 5
internal_value=-0.00052689 -0.0160025 -0.00131292 -0.0499345 -0.105285 -0.102383 0.101067 -0.101707 0.100509 -0.100474
internal_weight=0.861795 0.747873 0.639177 0.2745 0.164551 0.108696 0.113922 0.0868302 0.0653154 0.0419305
internal_count=50 33 21 14 11 12 17 10 14 10
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=10
num_cat=0
split_feature=4 0 3 1 0 2 3 1 0
split_gain=0.121677 0.0864351 0.104547 0.101009 0.093213 1.83106e-05 3.51369e-06 1.78785e-08 7.17234e-10
threshold=0.40341913482834435 -0.10210967171876996 0.40586429870035129 -1.0080247963353623 -0.088586848714713159 -0.48133042871697895 0.714002275712604 0.67265165178003816 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 7 -2 -7
right_child=6 2 -4 4 -6 8 -8 -9 -10
leaf_value=-0.10322928419328331 0.10049669323555775 0.10485124051367241 -0.049600057056844754 0.068227796869293117 -0.060220260380991555 -0.10044152816241053 0.10164042923474233 0.10037674793347479 -0.10041401115151888
leaf_weight=0.06060810387134552 0.041363088879734278 0.12810938432812691 0.26030811737291515 0.097993848845362663 0.13341352506540716 0.01977552636526525 0.044053372927010059 0.017763885902240872 0.018180940300226212
leaf_count=2 9 3 7 2 9 5 3 5 5
internal_value=-0.000581886 -0.0151667 -0.00133451 0.0336122 -0.00582649 -0.102151 0.100964 0.100461 -0.100428
internal_weight=0.82157 0.718389 0.619825 0.359517 0.231407 0.0985646 0.10318 0.059127 0.0379565
internal_count=50 33 21 14 11 12 17 14 10
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=10
num_cat=0
split_feature=4 0 3 2 1 2 3 1 0
split_gain=0.109094 0.0789103 0.0938859 0.0192388 0.00190304 1.3484e-05 2.59595e-06 1.3227e-08 5.30695e-10
threshold=0.40341913482834435 -0.10210967171876996 -0.23298179771026084 -0.90094042168651434 -0.51662063325267293 -0.48133042871697895 0.714002275712604 0.67265165178003816 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 7 -2 -7
right_child=6 2 4 -5 -6 8 -8 -9 -10
leaf_value=-0.10291255961154849 0.10044922223228812 0.10342779064204666 -0.020203301193366361 0.034986381501685072 -0.033719339968465815 -0.10039936544797462 0.10148215301219923 0.10034078434294719 -0.10037448695414004
leaf_weight=0.055000659078359604 0.037443658569827676 0.063913660123944283 0.20233539864420891 0.1149196361657232 0.21471833833493292 0.017900768667459488 0.039920143783092499 0.01607889705337584 0.016456943703815341
leaf_count=2 9 2 4 8 7 5 3 5 5
internal_value=-0.00048869 -0.0143106 -0.00116957 0.0594468 -0.027162 -0.101942 0.100872 0.100417 -0.100387
internal_weight=0.778688 0.685245 0.595887 0.178833 0.417054 0.0893584 0.0934427 0.0535226 0.0343577
internal_count=50 33 21 10 11 12 17 14 10
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=11
num_cat=0
split_feature=1 4 2 0 3 0 0 3 1 0
split_gain=0.100577 0.120614 0.185529 0.000161165 1.44549e-05 2.81241e-06 2.65234e-06 1.84928e-06 4.68926e-09 3.92606e-10
threshold=2.424589617171915 0.40341913482834435 -0.62863470956177614 1.0000000180025095e-35 1.4980916673067053 -0.10210967171876996 -0.080726911203255355 0.714002275712604 -0.41129539861222747 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 -7 8 -3 -4
right_child=-2 7 3 -5 -6 6 -8 -9 -10 -11
leaf_value=0.013175872677411951 0.10846556018333967 0.10033933203944233 -0.10036124179523054 -0.10765574146772386 -0.10353920777858761 -0.10205894386594212 -0.10091632579790949 0.10133933925799199 0.10040676958242911 -0.10033875024871404
leaf_weight=0.38206376507878304 0.07623796071857214 0.015582330292090774 0.016203125007450581 0.066056065261363983 0.033013775944709778 0.039315730333328247 0.04203716036863625 0.036169553175568581 0.030479913344606757 0.014895892236381769
leaf_count=9 2 5 5 1 1 2 9 3 8 5
internal_value=-0.000415618 -0.0126983 -0.0284223 -0.10356 -0.101699 -0.101159 -0.101469 0.100804 0.100384 -0.10035
internal_weight=0.752055 0.675817 0.593586 0.211522 0.145466 0.112452 0.0813529 0.0822318 0.0460622 0.031099
internal_count=50 48 32 23 22 21 11 16 13 10
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=11
num_cat=0
split_feature=0 2 0 0 1 1 1 2 2 0
split_gain=0.0908467 0.0786555 0.0736137 0.163216 0.0913167 0.000134761 1.74827e-05 9.94542e-06 1.45576e-07 2.90593e-10
threshold=-0.10210967171876996 -1.3301535836942819 -0.017690906823269275 -0.080726911203255355 -0.41129539861222747 2.424589617171915 -1.0080247963353623 -0.48133042871697895 0.45929065330734459 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 8 -5 -1 -6 -9
right_child=1 2 4 6 5 -7 -8 9 -10 -11
leaf_value=-0.10266257772478096 0.10299231752510302 0.033196683123444051 -0.026483981758008854 -0.10669058519241191 0.10079233786873612 0.10759907092102272 -0.10450936983912623 -0.100326768337481 0.10043620990560223 -0.10030642934505932
leaf_weight=0.050525214523077011 0.082795392954722047 0.18588711135089397 0.097788919229060411 0.058777656406164169 0.02424849197268486 0.069510052911937237 0.098033857764676213 0.014665975468233228 0.021795538486912847 0.013482482987456024
leaf_count=2 5 5 5 1 4 2 10 5 6 5
internal_value=-0.000427411 0.0120596 -0.00148036 -0.0301888 0.0446347 0.10482 -0.105327 -0.101823 0.100624 -0.100317
internal_weight=0.717511 0.638837 0.556042 0.342699 0.213343 0.115554 0.156812 0.0786737 0.046044 0.0281485
internal_count=50 38 33 16 17 12 11 12 10 10
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=9
num_cat=0
split_feature=0 3 0 1 1 0 2 0
split_gain=0.0816603 0.0717433 0.0500036 0.110239 0.0417634 0.0829778 7.3315e-06 2.15068e-10
threshold=-0.10210967171876996 -0.23298179771026084 -0.017690906823269275 -0.41129539861222747 -0.79639053055710785 1.0000000180025095e-35 -0.48133042871697895 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 -1 -8
right_child=1 2 3 -5 5 -7 7 -9
leaf_value=-0.10240279364399918 0.1063390416336169 -0.039389734639426729 -0.057188954657768888 0.10492158768027487 -0.1012713968167893 0.10196438863562907 -0.10029559172727587 -0.10027719977936532
leaf_weight=0.045827176421880722 0.10202771972399205 0.25243745080661029 0.0772103201597929 0.09184993663802743 0.036624961765483022 0.044495225767605007 0.013274238677695394 0.01220283005386591
leaf_count=2 4 9 4 7 7 7 5 5
internal_value=-0.000432617 0.0115033 -0.0112029 0.0308852 0.0637594 0.0102054 -0.101647 -0.100287
internal_weight=0.67595 0.604646 0.421498 0.16906 0.183148 0.0811202 0.0713042 0.0254771
internal_count=50 38 20 11 18 14 12 10
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=10
num_cat=0
split_feature=0 2 3 1 3 1 0 2 0
split_gain=0.0735557 0.0716974 0.0672944 0.0586008 0.0454118 0.0327511 0.0749592 5.4072e-06 1.59326e-10
threshold=-0.10210967171876996 -1.3301535836942819 -0.23298179771026084 0.67265165178003816 0.40586429870035129 -0.79639053055710785 1.0000000180025095e-35 -0.48133042871697895 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 5 4 -4 -3 -7 -1 -9
right_child=1 2 3 -5 -6 6 -8 8 -10
leaf_value=-0.10216892354348615 0.10267057469919871 0.10699031735893511 -0.0076531825969515972 0.041110523902428954 -0.090739183084352082 -0.10115019716478374 0.10177676458079044 -0.10026740120651895 -0.10025076165407341
leaf_weight=0.041556227952241898 0.07435266743414104 0.066631179768592119 0.12930227722972631 0.096687962766736746 0.13391019776463509 0.033177325036376715 0.040331387892365456 0.012014233390800655 0.011044341023080051
leaf_count=2 5 2 6 5 6 7 7 5 5
internal_value=-0.000331061 0.0110483 -0.00257537 -0.025467 -0.0499235 0.0562138 0.010188 -0.101487 -0.100259
internal_weight=0.639008 0.574393 0.50004 0.3599 0.263212 0.14014 0.0735087 0.0646148 0.0230586
internal_count=50 38 33 17 12 16 14 12 10
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=9
num_cat=0
split_feature=1 3 4 1 3 1 0 0
split_gain=0.0690966 0.100283 0.0884211 0.0662454 0.0743744 0.0303204 0.0664243 0.0223091
threshold=2.424589617171915 0.40586429870035129 -1.0267513747570021 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -3
right_child=-2 7 3 4 -6 6 -8 -9
leaf_value=-0.10147629194192914 0.10591157308434823 -0.10369871418042081 0.10400040768897981 0.1062847283156817 -0.065660563959164142 -0.10104056217839696 0.1016721799602302 -0.032809684580482432
leaf_weight=0.052368578501045704 0.055590914678759873 0.10015309881418943 0.10436600155662745 0.06067018280737102 0.085019674617797136 0.030051001347601414 0.034981120959855616 0.079739590641111135
leaf_count=9 2 8 5 2 7 7 6 4
internal_value=-0.000312152 -0.0111006 0.0188486 0.038847 0.00657791 0.0554369 0.00799969 -0.0722763
internal_weight=0.60294 0.547349 0.367457 0.315088 0.210722 0.125702 0.0650321 0.179893
internal_count=50 48 36 27 22 15 13 12
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=12
num_cat=0
split_feature=4 2 1 0 3 0 0 3 4 0 0
split_gain=0.0733533 0.0521895 0.161492 5.77837e-05 9.01814e-06 1.12016e-06 1.27861e-06 1.01687e-06 1.79495e-08 2.4009e-09 8.86738e-11
threshold=0.40341913482834435 -0.62863470956177614 2.424589617171915 1.0000000180025095e-35 1.4980916673067053 -0.10210967171876996 -0.080726911203255355 0.714002275712604 1.6707792708633458 0.070604966799651281 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 -7 8 9 -2 -3
right_child=7 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.013747849777570523 0.10026383265361194 -0.1002185094759301 0.10546791655093567 -0.10558775094091018 -0.10297897407344198 -0.10154860083054146 -0.10059431043118633 0.10108951743577657 0.1003743499974693 0.10019542131131126 -0.10020478047156121
leaf_weight=0.29269848205149174 0.0098441285081207752 0.0098221501102671027 0.04915652796626091 0.050119921565055847 0.028091171756386757 0.030023860745131969 0.026373768108896911 0.029048379510641098 0.014207987114787102 0.010712615912780166 0.0090293580433353782
leaf_count=9 4 5 1 1 1 2 9 3 4 6 5
internal_value=-0.000258523 -0.0132593 -0.0522735 -0.102801 -0.10145 -0.100879 -0.101102 0.100653 0.100288 0.100228 -0.100212
internal_weight=0.559128 0.495315 0.202617 0.15346 0.10334 0.0752491 0.0563976 0.0638131 0.0347647 0.0205567 0.0188515
internal_count=50 33 24 23 22 21 11 17 14 10 10
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=12
num_cat=0
split_feature=4 2 1 0 3 0 0 3 4 0 0
split_gain=0.0659172 0.0469596 0.145607 4.23707e-05 6.64324e-06 8.28232e-07 9.43354e-07 7.51978e-07 1.32859e-08 1.77758e-09 6.56734e-11
threshold=0.40341913482834435 -0.62863470956177614 2.424589617171915 1.0000000180025095e-35 1.4980916673067053 -0.10210967171876996 -0.080726911203255355 0.714002275712604 1.6707792708633458 0.070604966799651281 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 -7 8 9 -2 -3
right_child=7 2 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.012394011409900749 0.10023867114973238 -0.10019768152164024 0.10492059384494241 -0.10502783926684961 -0.10268746749139895 -0.10139906508756097 -0.10053775534130337 0.10098488859204387 0.10033860952422038 0.1001767948625446 -0.10018526187517465
leaf_weight=0.29223017953336239 0.0089094581780955195 0.008889202494174242 0.044698845595121384 0.045579805970191956 0.025486422702670097 0.027204737067222595 0.023876713123172522 0.02630990743637085 0.012860265094786882 0.0096948861610144377 0.0081716118147596717
leaf_count=9 4 5 1 1 1 2 9 3 4 6 5
internal_value=-0.000279804 -0.0125194 -0.052107 -0.102527 -0.10131 -0.100795 -0.100996 0.10059 0.10026 0.100206 -0.100192
internal_weight=0.533912 0.476138 0.183907 0.139208 0.0936287 0.0681423 0.0510815 0.0577745 0.0314646 0.0186043 0.0170608
internal_count=50 33 24 23 22 21 11 17 14 10 10
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=8
num_cat=0
split_feature=0 3 0 1 1 0 3
split_gain=0.057156 0.0569249 0.0348099 0.0700823 0.024262 0.0526202 4.74775e-07
threshold=-0.10210967171876996 -0.23298179771026084 -0.017690906823269275 -0.41129539861222747 -0.79639053055710785 1.0000000180025095e-35 -1.0056059698969682
decision_type=2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 -1
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.10171474106433563 0.10454460095058436 -0.035339864092073493 -0.04938824289519525 0.10298491643376327 -0.10076937639646666 0.10148059639945223 -0.10107917983280484
leaf_weight=0.018627471872605383 0.074324691668152809 0.21226151066366583 0.056636847322806716 0.064630159409716725 0.022312042536213994 0.030378976836800575 0.031851452949922532
leaf_count=2 4 9 4 7 7 7 10
internal_value=-0.000297465 0.0107746 -0.0109213 0.0318202 0.0677456 0.0158377 -0.101314
internal_weight=0.511023 0.460544 0.333529 0.121267 0.127016 0.052691 0.0504789
internal_count=50 38 20 11 18 14 12
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=8
num_cat=0
split_feature=0 2 3 0 1 0 3
split_gain=0.0514908 0.0565666 0.0538585 0.0362604 0.0191762 0.0475573 3.49176e-07
threshold=-0.10210967171876996 -1.3301535836942819 -0.23298179771026084 -0.017690906823269275 -0.79639053055710785 1.0000000180025095e-35 -1.0056059698969682
decision_type=2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -6 -1
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.10154917858468951 0.10212932742623003 0.10499695169505141 -0.052225021267019389 0.02220541087163605 -0.10069607854737742 0.10133913609866266 -0.10097656566884704
leaf_weight=0.016880913404747844 0.058207487978506833 0.048733536968939006 0.18285624030977488 0.10194420686457306 0.020202719781082124 0.027524452889338136 0.028848184912931174
leaf_count=2 5 2 8 9 7 7 10
internal_value=-0.000199213 0.0103092 -0.00370905 -0.0255827 0.0608729 0.0158184 -0.101188
internal_weight=0.485198 0.439469 0.381261 0.2848 0.0964607 0.0477272 0.0457291
internal_count=50 38 33 17 16 14 12
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=9
num_cat=0
split_feature=0 3 0 1 3 1 0 3
split_gain=0.0463581 0.0547488 0.0611324 0.0580851 0.0640915 0.017212 0.0429862 2.56991e-07
threshold=-0.10210967171876996 0.40586429870035129 -0.017690906823269275 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 1.0000000180025095e-35 -1.0056059698969682
decision_type=2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 -5 -7 -1
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.10139981857023324 0.10377754633837095 -0.10327004304023744 0.017645635952858025 0.10450043864605574 -0.066969984108275302 -0.10062977282121824 0.10121124406916122 -0.10088369748615099
leaf_weight=0.015295837249141186 0.090263017220422626 0.072724523837678134 0.098369324114173651 0.044294749386608601 0.071414115140214562 0.018291608721483499 0.024935024965088814 0.026125723670702428
leaf_count=2 5 5 5 2 7 7 7 10
internal_value=-0.000139941 0.00980756 -0.0337503 0.0397134 0.00332992 0.060692 0.015801 -0.101074
internal_weight=0.461714 0.420292 0.171094 0.249199 0.158935 0.0875214 0.0432266 0.0414216
internal_count=50 38 10 28 23 16 14 12
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=11
num_cat=0
split_feature=4 3 3 1 3 1 1 3 4 4
split_gain=0.0521089 0.0397671 0.049149 0.0308759 0.0725596 0.0276141 0.0334576 3.9026e-07 1.56219e-08 2.10958e-09
threshold=0.40341913482834435 0.1520374842369043 0.88082696596154131 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 -0.41129539861222747 0.714002275712604 1.6707792708633458 0.67273691141716385
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 8 9 -2
right_child=7 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.053192648896805521 0.10019635466728208 -0.10405550729328975 0.0126401283977276 0.10420665454292362 -0.10393982914809237 0.092242418065379986 -0.10048489324543629 0.10080899024434531 0.10030977343886933 0.10011523234806248
leaf_weight=0.10631279926747084 0.0056232570204883814 0.082655918260570616 0.064065682119689882 0.038738850504159927 0.05731586687033996 0.015910982911009341 0.020760725485160947 0.021376701071858406 0.01153012621216476 0.007456217601429671
leaf_count=5 3 6 5 1 4 2 10 3 4 7
internal_value=-0.000123948 -0.0121188 -0.0531006 0.0130357 -0.0191298 0.0453302 -0.0168651 0.100496 0.100225 0.10015
internal_weight=0.431747 0.385761 0.146722 0.239039 0.132726 0.0754106 0.0366717 0.0459863 0.0246096 0.0130795
internal_count=50 33 11 22 17 13 12 17 14 10
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=11
num_cat=0
split_feature=4 3 1 1 3 1 1 3 4 4
split_gain=0.0469796 0.0342694 0.054157 0.0259095 0.0653496 0.0249282 0.030006 2.88739e-07 1.15653e-08 1.562e-09
threshold=0.40341913482834435 0.1520374842369043 0.67265165178003816 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 -0.41129539861222747 0.714002275712604 1.6707792708633458 0.67273691141716385
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 8 9 -2
right_child=7 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.049093509941141728 0.10017763448429369 -0.10345020836801949 0.023130282492069637 0.10379036267647988 -0.10355553310597641 0.090356883779383765 -0.10043878284720045 0.1007314922678211 0.1002802117744537 0.10010425652834361
leaf_weight=0.10380852036178112 0.0050890358397737145 0.081122798903379589 0.057942397543229163 0.035185784101486206 0.05204418912762776 0.0146824317635037 0.018793266324792057 0.01935656345449388 0.01043580868281424 0.0067473668605089188
leaf_count=5 3 6 5 1 4 2 10 3 4 7
internal_value=-0.000178886 -0.0117005 -0.0507096 0.012462 -0.0190416 0.0450184 -0.0167559 0.100449 0.100203 0.100136
internal_weight=0.405208 0.363579 0.139065 0.224514 0.120706 0.0686615 0.0334757 0.0416288 0.0222722 0.0118364
internal_count=50 33 11 22 17 13 12 17 14 10
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=11
num_cat=0
split_feature=0 3 0 1 3 1 0 2 2 2
split_gain=0.043874 0.041097 0.0535779 0.0460937 0.0453351 0.0127044 0.0323301 2.8045e-07 1.11055e-06 8.49961e-10
threshold=-0.10210967171876996 0.40586429870035129 -0.017690906823269275 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 1.0000000180025095e-35 -1.3301535836942819 -0.48133042871697895 1.6569904445240515
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 -5 -7 -1 -9 -10
right_child=1 2 -4 4 -6 6 -8 8 9 -11
leaf_value=-0.10148341851141987 0.10308730875194579 -0.10248728257180002 0.02121363084225986 0.10329447200802533 -0.062288046353771304 -0.10046005402372803 0.10091796956597195 -0.10148597897975897 -0.10007767088962326 -0.10013659691487818
leaf_weight=0.014403677545487881 0.074309337476734072 0.05910592817235738 0.085900644538924098 0.033177924226038158 0.056688356911763549 0.013854706543497741 0.018776961893308908 0.014427807182073593 0.0044649343471974134 0.0054184630280360579
leaf_count=1 5 5 5 2 7 7 7 1 6 4
internal_value=-0.000239655 0.0111879 -0.0292079 0.0409514 0.00325865 0.0597205 0.0154172 -0.101134 -0.100927 -0.10011
internal_weight=0.380529 0.341814 0.145007 0.196807 0.122498 0.0658096 0.0326317 0.0387149 0.0243112 0.0098834
internal_count=50 38 10 28 23 16 14 12 11 10
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=11
num_cat=0
split_feature=4 3 1 1 3 1 1 3 4 4
split_gain=0.0420749 0.0256181 0.050461 0.0205946 0.0543264 0.0202982 0.0243102 1.89338e-07 1.1241e-08 1.49129e-09
threshold=0.40341913482834435 0.1520374842369043 0.67265165178003816 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 -0.41129539861222747 0.714002275712604 1.6707792708633458 0.67273691141716385
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 8 9 -2
right_child=7 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.045029160546401333 0.10016284447270081 -0.10304902411551681 0.024799619933187109 0.10308138229349745 -0.10302206460934174 0.088128791012350105 -0.10035925419465859 0.10064759155151873 0.10026976780060609 0.10008518325178076
leaf_weight=0.092262124642729759 0.0044819096801802516 0.070619298057863489 0.054850157466717064 0.02899913489818573 0.044485796592198312 0.012315002735704184 0.015398480696603656 0.017162963049486279 0.010048859869129956 0.005515303579159081
leaf_count=5 3 6 5 1 4 2 10 3 4 7
internal_value=-0.000225736 -0.011966 -0.0471588 0.0108584 -0.020295 0.0445967 -0.0166011 0.100404 0.100195 0.10012
internal_weight=0.356139 0.31893 0.125469 0.193461 0.101198 0.0567126 0.0277135 0.037209 0.0200461 0.00999721
internal_count=50 33 11 22 17 13 12 17 14 10
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=11
num_cat=0
split_feature=0 2 3 1 3 1 0 2 2 2
split_gain=0.0406569 0.0342662 0.0249474 0.0260579 0.035595 0.0104025 0.0267348 2.09203e-07 8.95221e-07 4.69602e-10
threshold=-0.10210967171876996 -1.3301535836942819 0.40586429870035129 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 1.0000000180025095e-35 -1.3301535836942819 -0.48133042871697895 1.6569904445240515
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 -5 -7 -1 -9 -10
right_child=1 2 -4 4 -6 6 -8 8 9 -11
leaf_value=-0.10140199124462533 0.1013584920298935 0.10369036322430503 -0.033687462173040757 0.10268099511630323 -0.057903380431942576 -0.10037382219960067 0.10076296361475388 -0.10140440579256385 -0.10006902716172894 -0.10011635965908075
leaf_weight=0.01363492663949728 0.037350376253016293 0.034323606640100479 0.12355359591310844 0.027317819069139659 0.049748865538276732 0.011502446257509291 0.015531498182099313 0.013657771982252598 0.0038590407348237932 0.0045882938429713249
leaf_count=1 5 1 9 2 7 7 7 1 6 4
internal_value=-0.000285476 0.0117511 -0.00102425 0.02813 0.00321659 0.0591605 0.015183 -0.101094 -0.100904 -0.100095
internal_weight=0.335068 0.299328 0.261978 0.138424 0.104101 0.0543518 0.0270339 0.03574 0.0221051 0.00844733
internal_count=50 38 33 24 23 16 14 12 11 10
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=10
num_cat=0
split_feature=1 3 0 1 0 0 0 2 1
split_gain=0.0418144 0.0500321 0.0496146 0.0363181 0.0341708 0.0479663 0.0106919 3.00591e-07 4.20344e-09
threshold=2.424589617171915 0.40586429870035129 -0.10210967171876996 -1.0080247963353623 1.0000000180025095e-35 -0.088586848714713159 1.0000000180025095e-35 -0.90094042168651434 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -3 -6 -9
right_child=-2 6 3 4 7 -7 -8 8 -10
leaf_value=-0.10107273068624596 0.10360643409461029 -0.10192482029689996 0.10240839382868645 0.064567850050596967 0.10089941020532434 -0.10237476153729362 -0.035548634073723245 0.10026702260661698 0.10016226965181368
leaf_weight=0.029584433184936643 0.034582039748784155 0.051879979204386473 0.058545755658997223 0.029355553910136223 0.010479842312633991 0.041601019649533555 0.045595882460474968 0.00671302038244903 0.0089215349871665239
leaf_count=9 2 8 5 2 2 8 4 3 7
internal_value=-0.000188406 -0.0128864 0.0176351 0.0402027 0.00268501 -0.0333087 -0.0708763 0.100485 0.100207
internal_weight=0.317259 0.282677 0.185201 0.155617 0.097071 0.0709566 0.0974759 0.0261144 0.0156346
internal_count=50 48 36 27 22 10 12 12 10
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=11
num_cat=0
split_feature=1 4 3 1 3 1 1 0 3 4
split_gain=0.0376141 0.0458695 0.0634442 0.0148815 0.0405884 0.0164555 0.018396 1.52028e-06 1.28391e-07 6.97276e-09
threshold=2.424589617171915 0.40341913482834435 0.1520374842369043 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 -0.41129539861222747 -0.048898205563835541 0.714002275712604 1.6707792708633458
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -4 9 -3
right_child=-2 8 7 4 -6 6 -8 -9 -10 -11
leaf_value=0.041096211563724637 0.10325182354134957 0.10010094747293335 -0.10186650617129517 0.1023514921422847 -0.102331376762577 0.085628199850951686 -0.1003258751971919 -0.102761412556979 0.10057690639123161 0.10023392587995383
leaf_weight=0.074544253759086132 0.031393111974466592 0.0071982969529926768 0.042582786089042202 0.022446790710091591 0.034600081795360893 0.0093820908223278821 0.012287547171581537 0.034252761397510767 0.015687421429902315 0.0087196825770661235
leaf_count=5 2 9 8 1 4 2 10 2 3 4
internal_value=-0.000180766 -0.0125883 -0.0281045 0.0090753 -0.0212484 0.0423442 -0.0198152 -0.102265 0.100374 0.100174
internal_weight=0.293095 0.261702 0.230096 0.153261 0.0787165 0.0441164 0.0216696 0.0768355 0.0316054 0.015918
internal_count=50 48 32 22 17 13 12 10 16 13
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=11
num_cat=0
split_feature=1 4 3 1 3 1 1 0 3 4
split_gain=0.0338668 0.0411338 0.0575985 0.0125015 0.0365974 0.0148989 0.0164466 1.12015e-06 9.50172e-08 5.1626e-09
threshold=2.424589617171915 0.40341913482834435 0.1520374842369043 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 -0.41129539861222747 -0.048898205563835541 0.714002275712604 1.6707792708633458
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -4 9 -3
right_child=-2 8 7 4 -6 6 -8 -9 -10 -11
leaf_value=0.037568881015625097 0.1029330785797227 0.10009133781943398 -0.10168647947588805 0.10212271806526302 -0.10210617536779554 0.082990769485107807 -0.10029488085960099 -0.10249317068675641 0.10052173424066119 0.10021161857242465
leaf_weight=0.073449751362204552 0.028489141084719449 0.0065138820791617045 0.038595241319853812 0.020353877916932106 0.03137298341607675 0.0087456073379144073 0.011121493822429329 0.0310701634734869 0.014201960293576121 0.007891561952419579
leaf_count=5 2 9 8 1 4 2 10 2 3 4
internal_value=-0.000225106 -0.0123036 -0.0273117 0.00858375 -0.0211527 0.0419922 -0.0196115 -0.102046 0.100338 0.100157
internal_weight=0.271806 0.243317 0.214709 0.145044 0.071594 0.040221 0.0198671 0.0696654 0.0286074 0.0144054
internal_count=50 48 32 22 17 13 12 10 16 13
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=10
num_cat=0
split_feature=0 2 0 0 1 0 3 2 1
split_gain=0.0343401 0.0250229 0.0173432 0.0516731 0.0377767 5.84364e-06 2.08257e-07 9.96394e-08 1.86785e-08
threshold=-0.10210967171876996 -1.3301535836942819 -0.017690906823269275 -0.080726911203255355 -0.41129539861222747 1.0000000180025095e-35 0.40586429870035129 -1.3301535836942819 0.30100076760085959
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 -6 -5 -1 -7
right_child=1 2 4 6 5 8 -8 -9 -10
leaf_value=-0.10123872218168138 0.10102867026973877 0.032677125617825653 -0.038743733167949657 -0.1019818221242534 0.10268527950227931 0.10036031449911519 -0.10156992623165882 -0.10086646036834575 0.10014563391864956
leaf_weight=0.012086000293493271 0.028329939028481022 0.068070122972130775 0.035371459554880857 0.026037651405204087 0.02546674944460392 0.0085185898933559656 0.02322347869630903 0.017749362130416557 0.0077308629115577778
leaf_count=1 5 5 5 7 1 3 4 11 8
internal_value=-0.000268466 0.013226 0.000431749 -0.0237775 0.0372794 0.10174 -0.101788 -0.101017 0.100258
internal_weight=0.252584 0.222749 0.194419 0.117331 0.0770877 0.0417162 0.0492611 0.0298354 0.0162495
internal_count=50 38 33 16 17 12 11 12 11
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=9
num_cat=0
split_feature=0 3 1 0 0 2 2 1
split_gain=0.0308841 0.0244833 0.0264565 0.024632 0.0325093 1.55819e-07 7.33526e-08 2.36729e-09
threshold=-0.10210967171876996 0.40586429870035129 -1.0080247963353623 1.0000000180025095e-35 -0.088586848714713159 -0.90094042168651434 -1.3301535836942819 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -4 -5 -1 -7
right_child=1 -3 3 5 -6 7 -8 -9
leaf_value=-0.10111945608845228 0.10194531658035864 -0.025721285095536096 0.057971230649582088 0.10071579222308923 -0.10155907368723499 0.10019716161716706 -0.10078384010297137 0.10010467310964849
leaf_weight=0.010948107577860355 0.046178853022865951 0.092912070482270792 0.022832194343209267 0.0083284130087122321 0.028996323351748288 0.0049194753519259393 0.01607278356095776 0.0063261623145081103
leaf_count=1 5 10 2 2 8 3 11 8
internal_value=-0.000274823 0.0126449 0.0429616 0.00481452 -0.0312806 0.100388 -0.10092 0.100145
internal_weight=0.237514 0.210493 0.117581 0.0714026 0.0518285 0.0195741 0.0270209 0.0112456
internal_count=50 38 28 23 10 13 12 11
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=10
num_cat=0
split_feature=1 4 3 0 1 3 0 3 4
split_gain=0.0283096 0.0331504 0.048734 0.033973 0.0316773 0.0303962 7.32362e-07 5.64895e-08 2.75815e-09
threshold=2.424589617171915 0.40341913482834435 0.1520374842369043 -0.10210967171876996 -1.0080247963353623 -0.23298179771026084 -0.048898205563835541 0.714002275712604 1.6707792708633458
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 8 -3
right_child=-2 7 6 4 5 -7 -8 -9 -10
leaf_value=-0.10089797675945517 0.10245455153491352 0.10006939680180967 -0.10141279289696621 0.10178450918338518 0.048706575716911088 -0.10159533587592065 -0.10212330392582612 0.10043778098228968 0.10016948909798468
leaf_weight=0.022550315712578595 0.023982646380318329 0.0049901529855560511 0.032402471086243168 0.041223532985895872 0.032244575617369264 0.023090594448149204 0.026267838198691607 0.011937051080167294 0.0061411143396981061
leaf_count=8 2 9 8 3 9 2 2 3 4
internal_value=-0.000234601 -0.0124964 -0.0271309 0.00961524 0.0354245 -0.0140123 -0.101731 0.100287 0.100125
internal_weight=0.22483 0.200848 0.177779 0.119109 0.0965587 0.0553352 0.0586703 0.0230683 0.0111313
internal_count=50 48 32 22 14 11 10 16 13
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=11
num_cat=0
split_feature=1 4 2 0 3 3 1 0 4 1
split_gain=0.0255335 0.0298588 0.0449574 2.93571e-06 6.88489e-07 4.18188e-08 3.95874e-08 1.43038e-08 2.04273e-09 3.18795e-11
threshold=2.424589617171915 0.40341913482834435 -0.62863470956177614 1.0000000180025095e-35 1.4980916673067053 0.714002275712604 1.0000000180025095e-35 -0.048898205563835541 1.6707792708633458 1.3851633793227569
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 -4 9 -3 -8
right_child=-2 5 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.010192655622853816 0.10221565497881242 0.10006278428825932 -0.10041764243592968 -0.10215977768026419 -0.10124550213409467 0.10039596912377663 -0.10004218546982376 -0.10031389443010696 0.10015333453463711 -0.10005740003862318
leaf_weight=0.10926255816593766 0.021748529776232317 0.0045155601983424276 0.012431954382918775 0.020694220438599586 0.012150467373430729 0.010805360274389386 0.0035100132517982274 0.003119348082691431 0.0055575606529600918 0.0022664465941488743
leaf_count=9 2 9 7 1 1 3 9 1 4 4
internal_value=-0.000259847 -0.0123517 -0.0267375 -0.101223 -0.100645 0.100259 -0.100302 -0.100141 0.100113 -0.100048
internal_weight=0.206062 0.184313 0.163435 0.0541725 0.0334782 0.0208785 0.0213278 0.00889581 0.0100731 0.00577646
internal_count=50 48 32 23 22 16 21 14 13 13
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=10
num_cat=0
split_feature=0 3 3 1 0 0 2 2 1
split_gain=0.0249392 0.0191271 0.0231761 0.0217889 0.0190083 0.0266723 9.85858e-08 3.51458e-08 9.61443e-10
threshold=-0.10210967171876996 0.40586429870035129 0.88082696596154131 -1.0080247963353623 1.0000000180025095e-35 -0.088586848714713159 -0.90094042168651434 -1.3301535836942819 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 -5 -6 -1 -8
right_child=1 2 -4 4 6 -7 8 -9 -10
leaf_value=-0.10092405861027512 0.10157474797962185 -0.079828278503374109 0.029628573105689188 0.053585717950139326 0.10061583964940253 -0.10128994816024664 0.1001459977595066 -0.10066704856176384 0.10007752695627362
leaf_weight=0.0090721594169735909 0.03751238041149918 0.038472332060337067 0.038907477399334311 0.020954854320734739 0.0070363124832510957 0.023691761103691533 0.0036463672295212746 0.012867350174929015 0.0046864525065757334
leaf_count=1 5 5 5 2 2 8 3 11 8
internal_value=-0.000272942 0.0123333 -0.0247921 0.0417889 0.00442027 -0.0285992 0.10034 -0.100773 0.100107
internal_weight=0.196847 0.174908 0.0773798 0.0975281 0.0600157 0.0446466 0.0153691 0.0219395 0.00833282
internal_count=50 38 10 28 23 10 13 12 11
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=10
num_cat=0
split_feature=0 2 3 1 0 0 2 2 1
split_gain=0.0224489 0.0176165 0.0130451 0.0134567 0.017105 0.0237735 7.29654e-08 2.59074e-08 7.12113e-10
threshold=-0.10210967171876996 -1.3301535836942819 0.40586429870035129 -1.0080247963353623 1.0000000180025095e-35 -0.088586848714713159 -0.90094042168651434 -1.3301535836942819 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 5 -5 -6 -1 -8
right_child=1 2 -4 4 6 -7 8 -9 -10
leaf_value=-0.1008353432848151 0.10068673929330874 0.1019597001208486 -0.031100085968419955 0.049565485270448149 0.10055693517241984 -0.10116647179810963 0.10013209423867674 -0.10060345431345999 0.10007014869678688
leaf_weight=0.0082156835123896599 0.019651028342195787 0.018850857391953468 0.070361131685785949 0.020418528467416763 0.0063702584011480212 0.02146202526637353 0.0032998044625855982 0.011649845590000041 0.0042407744767842814
leaf_count=1 5 1 9 2 2 8 3 11 8
internal_value=-0.000281139 0.0118343 -0.000207082 0.028914 0.0042333 -0.0276783 0.100308 -0.100699 0.100097
internal_weight=0.18452 0.164654 0.145003 0.0746422 0.0557914 0.0418806 0.0139108 0.0198655 0.00754058
internal_count=50 38 33 24 23 10 13 12 11
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=10
num_cat=0
split_feature=1 3 0 1 0 4 0 4 3
split_gain=0.0232129 0.0240741 0.0277355 0.018409 0.0151951 0.021206 0.00740882 6.23298e-08 3.61099e-10
threshold=2.424589617171915 0.40586429870035129 -0.10210967171876996 -1.0080247963353623 1.0000000180025095e-35 -0.96432095454056121 1.0000000180025095e-35 0.40341913482834435 0.096839732053945263
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -3 -6 -9
right_child=-2 6 3 4 7 -7 -8 8 -10
leaf_value=-0.10067201683537144 0.10200801978631911 -0.10108862942001658 0.1012861470048385 0.045665735501967647 0.10054019877953886 -0.10105487858391025 -0.027917418888793691 0.10006801707795054 0.10011393041101879
leaf_weight=0.016863337339600548 0.019699884345754981 0.028886054351460189 0.030796523613389581 0.019970718771219254 0.0053440830670297146 0.019439997355220839 0.026562686776742339 0.0040935812576208264 0.0029455228359438479
leaf_count=9 2 8 5 2 1 8 4 8 3
internal_value=-0.000235859 -0.0132388 0.0161973 0.0400597 0.00365469 -0.0267067 -0.066036 0.100283 0.100087
internal_weight=0.174602 0.154903 0.0994538 0.0825904 0.0517939 0.0394107 0.0554487 0.0123832 0.0070391
internal_count=50 48 36 27 22 10 12 12 11
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=10
num_cat=0
split_feature=1 2 4 0 0 3 3 1 3
split_gain=0.0208995 0.0213846 0.032876 0.0102812 1.30013e-06 3.18588e-07 5.83368e-08 7.55996e-09 6.36459e-09
threshold=2.424589617171915 -0.62863470956177614 0.40341913482834435 -0.080726911203255355 1.0000000180025095e-35 1.4980916673067053 -1.0056059698969682 0.30100076760085959 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 -4 -8
right_child=-2 2 7 -5 -6 -7 8 -9 -10
leaf_value=0.046950000127329305 0.10181336535334473 -0.10054724389228886 0.10029062472339319 -0.020670614739427218 -0.10169723109750979 -0.10101585625991674 -0.10004075993863409 0.10011530444381163 -0.10021062187838901
leaf_weight=0.050102469511330128 0.017857538507087156 0.0061753087647957719 0.0056314626126550138 0.040790320897940546 0.016410555690526962 0.0099552851170301437 0.0031102802022360265 0.0043667188438121229 0.0075859213393414393
leaf_count=5 2 3 3 10 1 1 9 7 9
internal_value=-0.000231874 -0.0128753 -0.0632068 0.0166036 -0.100996 -0.100567 -0.100303 0.100214 -0.100161
internal_weight=0.161986 0.144128 0.0532355 0.0908928 0.0432374 0.0268268 0.0168715 0.00999818 0.0106962
internal_count=50 48 33 15 23 22 21 10 18
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=8
num_cat=0
split_feature=0 2 0 0 1 1 2
split_gain=0.018809 0.0146999 0.010817 0.0280601 0.0221264 5.5632e-08 1.30632e-08
threshold=-0.10210967171876996 -1.3301535836942819 -0.017690906823269275 -0.080726911203255355 -0.41129539861222747 -1.0080247963353623 -1.3301535836942819
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -5 -1
right_child=1 2 4 5 -6 -7 -8
leaf_value=-0.10071572193248841 0.10055437974046644 0.025337613615657312 -0.036080674488858169 -0.1012117745610317 0.10111999038933084 -0.10092942786948862 -0.10053649991759589
leaf_weight=0.0070558828301727763 0.016465329958009534 0.04492907109670341 0.022004899336025119 0.011829305440187454 0.025233121894416399 0.01701768055499997 0.0096006770472740754
leaf_count=1 5 5 5 1 12 10 11
internal_value=-0.000253209 0.011906 -0.000155626 -0.024079 0.0372078 -0.101045 -0.100612
internal_weight=0.154136 0.137479 0.121014 0.0737761 0.047238 0.028847 0.0166566
internal_count=50 38 33 16 17 11 12
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=9
num_cat=0
split_feature=0 2 3 1 0 4 2 4
split_gain=0.0169255 0.013377 0.0108942 0.00983333 0.0127824 5.36065e-08 9.64074e-09 5.6387e-10
threshold=-0.10210967171876996 -1.3301535836942819 0.40586429870035129 -1.0080247963353623 1.0000000180025095e-35 0.40341913482834435 -1.3301535836942819 1.6707792708633458
decision_type=2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 -1 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=-0.10064715316022151 0.10050138448077844 0.10148773169402317 -0.03174025949586512 -0.023818484204387536 0.10051705697461243 0.10003842395594283 -0.10048534123599527 0.10010106311990158
leaf_weight=0.0063885552808642396 0.014905903386534192 0.014444363303482533 0.056124922703020275 0.033843977216747589 0.0051174769178032875 0.002500876595149748 0.0086912497063167393 0.0033785434206947684
leaf_count=1 5 1 9 10 1 8 11 4
internal_value=-0.00025518 0.0113511 -0.000163183 0.0297306 0.00661586 0.10028 -0.100554 0.100074
internal_weight=0.145396 0.130316 0.11541 0.0592852 0.0448409 0.0109969 0.0150798 0.00587942
internal_count=50 38 33 24 23 13 12 12
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=11
num_cat=0
split_feature=1 2 4 0 0 3 3 1 2 0
split_gain=0.0175275 0.0196577 0.0266164 0.00874874 7.15501e-07 2.1823e-07 4.30649e-08 4.45887e-09 3.59819e-09 7.51409e-10
threshold=2.424589617171915 -0.62863470956177614 0.40341913482834435 -0.080726911203255355 1.0000000180025095e-35 1.4980916673067053 -1.0056059698969682 0.30100076760085959 0.88469185080155388 -0.060006328072615044
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 -4 9 -8
right_child=-2 2 7 -5 -6 -7 8 -9 -10 -11
leaf_value=0.047548691504455322 0.10153006857047045 -0.10050017276166567 0.10024950954339257 -0.019253943655189738 -0.10143258161864549 -0.10091239601245561 -0.1002106434157341 0.10009872407733587 -0.10002699113024525 -0.10014333937814533
leaf_weight=0.043571026995778084 0.015113016968825832 0.0055449365754611799 0.0045685783843509853 0.035641277543618344 0.013924055732786655 0.0089596807956695557 0.0035319911330589102 0.0034361413272563368 0.0020312523120082915 0.0031277515081455922
leaf_count=5 2 3 3 10 1 1 5 7 8 5
internal_value=-0.000159359 -0.0125196 -0.0652011 0.0174911 -0.100866 -0.100526 -0.100282 0.100185 -0.100143 -0.100179
internal_weight=0.13945 0.124337 0.0451244 0.0792123 0.0371197 0.0231956 0.0142359 0.00800472 0.00869099 0.00665974
internal_count=50 48 33 15 23 22 21 10 18 10
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=8
num_cat=0
split_feature=0 2 3 1 3 3 2
split_gain=0.0157755 0.0118889 0.00913901 0.00848655 0.0119393 0.0153994 6.52894e-09
threshold=-0.10210967171876996 -1.3301535836942819 0.40586429870035129 -1.0080247963353623 -0.23298179771026084 -0.55684059650266005 -1.3301535836942819
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -5 -1
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.10061368811863176 0.10044329867669635 0.10128173316876099 -0.029940619440079627 -0.084123560116683274 -0.059081936360883096 0.095668048062919314 -0.1004759120707913
leaf_weight=0.006062212400138379 0.013381630604271777 0.012495036236941814 0.051150867162505165 0.0063656814891146487 0.01641573483357206 0.018932787555968389 0.0079501465734210797
leaf_count=1 5 1 9 7 7 9 11
internal_value=-0.000186275 0.0116556 0.000378852 0.0289878 0.00733289 0.0504283 -0.100536
internal_weight=0.132754 0.118742 0.10536 0.0542092 0.0417142 0.0252985 0.0140124
internal_count=50 38 33 24 23 16 12
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=11
num_cat=0
split_feature=1 4 3 0 1 0 0 3 3 0
split_gain=0.016343 0.0190875 0.0263107 0.0174168 0.0146191 0.00824639 5.2303e-08 1.45016e-08 7.23705e-10 8.78613e-11
threshold=2.424589617171915 0.40341913482834435 0.1520374842369043 -0.10210967171876996 -1.0080247963353623 -0.088586848714713159 -0.048898205563835541 0.714002275712604 0.1520374842369043 0.17155106757493704
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 8 9 -3
right_child=-2 7 6 4 5 -7 -8 -9 -10 -11
leaf_value=-0.10051160391612056 0.10142589742512756 0.10002642581439168 -0.10086480691762983 0.10084966307234469 0.04565161281516162 -0.053124524397577269 -0.10111973532925851 0.10028315494735243 0.100118303090864 0.10005844855725457
leaf_weight=0.011982346666627564 0.014083045272855088 0.0017574096855241805 0.018878126189520117 0.019899650709703565 0.01582964975386858 0.018134822850697674 0.014028669334948063 0.0077901724725961685 0.0019527840195223689 0.0016719306004233658
leaf_count=8 2 8 8 3 2 9 2 3 2 3
internal_value=-0.000101297 -0.012876 -0.0279582 0.00853126 0.0327884 -0.00708843 -0.100973 0.100196 0.10007 0.100042
internal_weight=0.126009 0.111926 0.0987533 0.0658465 0.0538641 0.0339645 0.0329068 0.0131723 0.00538212 0.00342934
internal_count=50 48 32 22 14 11 10 16 13 11
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=11
num_cat=0
split_feature=1 2 4 0 1 0 3 3 1 3
split_gain=0.0147269 0.0148743 0.0222269 0.00651083 5.76653e-06 3.49562e-07 1.00301e-07 2.93474e-08 2.5935e-09 2.20345e-09
threshold=2.424589617171915 -0.62863470956177614 0.40341913482834435 -0.080726911203255355 -1.0080247963353623 1.0000000180025095e-35 1.4980916673067053 -1.0056059698969682 0.30100076760085959 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 7 -3 -4 -9
right_child=-2 2 8 4 -6 -7 -8 9 -10 -11
leaf_value=0.044704595986772247 0.10128839430482471 -0.10043803403916018 0.1002095873563149 -0.016351104861121138 -0.019060142749747936 -0.10113540366145586 -0.10072367696520108 -0.10002630623499525 0.10008418274124536 -0.10015164166257938
leaf_weight=0.035641418304294348 0.012759285003994592 0.0047997556321206485 0.0038886785041540852 0.015466061631741468 0.015972075663739815 0.011100535281002522 0.0071332030929625026 0.0019556623519747535 0.0028635466514970176 0.0049605326785240322
leaf_count=5 2 3 3 5 5 1 1 9 7 9
internal_value=-9.41876e-05 -0.0125585 -0.0637395 0.0154446 -0.0177274 -0.10069 -0.100428 -0.100248 0.100156 -0.100116
internal_weight=0.116541 0.103781 0.0367019 0.0670796 0.0314381 0.0299497 0.0188492 0.011716 0.00675223 0.0069162
internal_count=50 48 33 15 10 23 22 21 10 18
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=7
num_cat=0
split_feature=0 0 0 3 1 2
split_gain=0.0139586 0.0143585 0.0136167 0.00848055 0.0064549 0.0165502
threshold=-0.048898205563835541 -0.080726911203255355 -0.088586848714713159 -0.44963994135730878 0.67265165178003816 -0.62863470956177614
decision_type=2 2 2 2 2 2
left_child=1 2 3 -1 5 -2
right_child=4 -3 -4 -5 -6 -7
leaf_value=0.0039133187442315365 0.10033075594883994 -0.10086243916033205 0.076248654527999046 -0.10055432437442056 0.10098943092700099 -0.05140493653603543
leaf_weight=0.020275457522075158 0.013228709118266124 0.019437830298556946 0.01604648376815021 0.012599570785823744 0.013794579266686924 0.015742843534098938
leaf_count=6 8 9 3 9 7 8
internal_value=-0.000121736 -0.0281545 0.000734356 -0.0361246 0.0446871 0.0178791
internal_weight=0.111125 0.0683593 0.0489215 0.032875 0.0427661 0.0289716
internal_count=50 27 18 15 23 16
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=8
num_cat=0
split_feature=0 2 0 0 1 1 2
split_gain=0.0126635 0.00868141 0.00804459 0.0186673 0.0123609 1.13659e-08 6.29219e-09
threshold=-0.10210967171876996 -1.3301535836942819 -0.017690906823269275 -0.080726911203255355 -0.41129539861222747 -1.0080247963353623 -1.3301535836942819
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -5 -1
right_child=1 2 4 5 -6 -7 -8
leaf_value=-0.10052688462937742 0.10032615943060635 0.023988246038538514 -0.023401589038426419 -0.10081208736966046 0.1007195374507401 -0.10065635717209552 -0.10037677331382984
leaf_weight=0.0052137202583253384 0.0099363997724140063 0.031678858213126659 0.015554773184703663 0.0079906219616532326 0.016571073916566093 0.011334362585330382 0.0060126608368591405
leaf_count=1 5 5 5 1 12 10 11
internal_value=-0.000117476 0.011985 0.0014257 -0.0232631 0.0406223 -0.100721 -0.100446
internal_weight=0.104292 0.0930661 0.0831297 0.0510038 0.0321258 0.019325 0.0112264
internal_count=50 38 33 16 17 11 12
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=10
num_cat=0
split_feature=0 2 1 0 0 1 3 3 2
split_gain=0.0113912 0.00885475 0.0236422 0.0157899 0.00256652 8.60937e-06 3.98805e-08 1.75444e-08 4.65055e-09
threshold=-0.10210967171876996 -0.62863470956177614 0.87855340156570161 -0.080726911203255355 1.0000000180025095e-35 -1.0080247963353623 1.4980916673067053 -1.0056059698969682 -1.3301535836942819
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 4 -2 6 -5 7 -3 -1
right_child=1 2 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.10047649280143101 0.10088165194473125 -0.10041820074145698 0.10083425114476144 -0.014737950090376498 -0.040205372624627117 -0.011123644020541669 -0.10060610759310136 -0.10013947907926256 -0.10034085213050842
leaf_weight=0.0047198147512972355 0.02269656048156321 0.0043478188817971395 0.010960024395899381 0.012646691138797905 0.013387267812504433 0.013762655493337661 0.0059882937930524358 0.0046993721480248487 0.0054423289111582562
leaf_count=1 3 2 6 5 7 5 1 9 11
internal_value=-0.000130511 0.011385 -0.023938 0.0397139 -0.0720511 -0.0128544 -0.100406 -0.100273 -0.100404
internal_weight=0.0986508 0.0884887 0.0393828 0.0491059 0.0284228 0.0264093 0.0150355 0.00904719 0.0101621
internal_count=50 38 25 13 19 10 12 11 12
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=8
num_cat=0
split_feature=0 0 1 2 1 1 3
split_gain=0.0108751 0.0116008 0.017867 0.00572784 0.0191232 0.00102729 2.26097e-08
threshold=-0.048898205563835541 -0.080726911203255355 -0.51662063325267293 -0.62863470956177614 -0.41129539861222747 0.67265165178003816 1.4980916673067053
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -4
right_child=3 -3 6 4 5 -7 -8
leaf_value=0.043723028322073483 0.10029573079519788 -0.10069995308269937 -0.10027489433826196 -0.10091469771870885 0.046371006207704027 0.10072863107507937 -0.10054810164873568
leaf_weight=0.028691602637991309 0.011694631735736039 0.015648832442821003 0.0068643668673757929 0.0089819347485899925 0.0052497876313282186 0.0102942121156957 0.0054213991388678551
leaf_count=5 8 9 12 1 7 7 1
internal_value=-8.52561e-05 -0.027457 0.000513666 0.042707 0.0152471 0.08237 -0.100395
internal_weight=0.0928468 0.0566262 0.0409774 0.0362206 0.0245259 0.015544 0.0122858
internal_count=50 27 18 23 15 14 13
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=8
num_cat=0
split_feature=0 3 1 0 4 2 4
split_gain=0.0106672 0.00750881 0.00728606 0.00809864 2.19912e-08 3.34856e-09 2.46651e-10
threshold=-0.10210967171876996 0.40586429870035129 -1.0080247963353623 1.0000000180025095e-35 0.40341913482834435 -1.3301535836942819 1.6707792708633458
decision_type=2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 -6
right_child=1 -3 3 4 6 -7 -8
leaf_value=-0.10045019996824973 0.10056546613061811 -0.022987445007843495 -0.018977676298305539 0.10039437328408225 0.10002439518643363 -0.10033100578105836 0.10007673474901962
leaf_weight=0.0044617429375648499 0.013549717667046934 0.034039284160826355 0.021907607282628305 0.0039128116331994525 0.001472091389587149 0.0049962194098043256 0.0023183390294434503
leaf_count=1 5 10 10 1 8 11 4
internal_value=-0.000149733 0.0121306 0.0398271 0.0120336 0.100228 -0.100387 0.100056
internal_weight=0.0866578 0.0771999 0.0431606 0.0296108 0.00770324 0.00945796 0.00379043
internal_count=50 38 28 23 13 12 12
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=8
num_cat=0
split_feature=0 2 3 3 1 3 2
split_gain=0.0095915 0.00664873 0.00626912 0.0107489 0.00712692 0.00718801 2.47559e-09
threshold=-0.10210967171876996 -1.3301535836942819 -0.23298179771026084 -0.55684059650266005 1.0000000180025095e-35 1.1072512661627529 -1.3301535836942819
decision_type=2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 -6 -1
right_child=1 2 4 -5 5 -7 -8
leaf_value=-0.10040717175716313 0.10024399993243303 -0.083721733950956723 -0.046044999727608844 0.096109257149661093 0.095992366926051356 -0.029545550258949473 -0.10029945025364057
leaf_weight=0.0040387939661741257 0.0075691629099310367 0.0044039471176802172 0.031171874754363671 0.013551654774346389 0.0090389948236406781 0.0092064821510575712 0.0045221162035886664
leaf_count=1 5 7 7 9 6 4 11
internal_value=-7.47055e-05 0.0113801 0.00139653 0.0520023 -0.0169909 0.0326472 -0.10035
internal_weight=0.083503 0.0749421 0.067373 0.0179556 0.0494174 0.0182455 0.00856091
internal_count=50 38 33 16 17 10 12
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=8
num_cat=0
split_feature=0 3 1 0 3 0 2
split_gain=0.0086466 0.00637789 0.00724722 0.00451729 0.00403737 0.000143723 1.831e-09
threshold=-0.10210967171876996 0.40586429870035129 -0.41129539861222747 -0.048898205563835541 -0.23298179771026084 0.17155106757493704 -1.3301535836942819
decision_type=2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 -5 -1
right_child=1 -3 3 5 -6 -7 -8
leaf_value=-0.10036827632981948 0.09826011263572515 -0.021994925372765466 -0.10024143031732283 0.047191044648189004 0.026523715363838476 0.10004015159790657 -0.10027090019933292
leaf_weight=0.0036557961720973253 0.014279675058787689 0.032256025559036061 0.0052932635080651363 0.0010030553967226305 0.017411808315955568 0.001056648077792488 0.0040928856396931215
leaf_count=1 7 10 6 7 5 3 11
internal_value=7.51843e-06 0.0109104 0.0380947 -0.0513482 0.058847 0.0743032 -0.100317
internal_weight=0.0790492 0.0713005 0.0390445 0.00735297 0.0316915 0.0020597 0.00774868
internal_count=50 38 28 16 12 10 12
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=9
num_cat=0
split_feature=4 3 3 1 0 3 3 0
split_gain=0.0100721 0.00467481 0.00996788 0.0098629 0.00434647 5.42338e-09 2.97171e-10 1.44797e-11
threshold=0.40341913482834435 0.1520374842369043 -0.55684059650266005 0.67265165178003816 -0.080726911203255355 0.714002275712604 0.1520374842369043 0.13439688980353803
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 7 -2
right_child=5 3 4 -5 -6 -7 -8 -9
leaf_value=-0.10027589497905845 0.10001729973553447 -0.10063004064506594 0.057447983558741381 0.021133280686305184 -0.018183479610768841 0.10021101570141351 0.10008718278172629 0.10003414086196692
leaf_weight=0.0069930965400999403 0.0010064317248179577 0.014702321048389422 0.021738735911640106 0.012149559217505157 0.011681842166581191 0.0055440188734792173 0.0012877316330559552 0.0010361051536165178
leaf_count=9 8 6 8 5 5 3 2 4
internal_value=1.60171e-05 -0.0131946 0.008294 -0.0455363 0.0310117 0.10015 0.10005 0.100026
internal_weight=0.0761398 0.0672656 0.0404137 0.0268519 0.0334206 0.00887429 0.00333027 0.00204254
internal_count=50 33 22 11 13 17 14 12
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=7
num_cat=0
split_feature=0 0 1 1 2 3
split_gain=0.00860224 0.00940648 0.0140977 0.0040454 0.00974372 1.85942e-08
threshold=-0.048898205563835541 -0.080726911203255355 -0.51662063325267293 0.67265165178003816 -0.62863470956177614 1.4980916673067053
decision_type=2 2 2 2 2 2
left_child=1 2 -1 4 -2 -4
right_child=3 -3 5 -5 -6 -7
leaf_value=0.04504150610833571 0.10020717103191885 -0.10056541971219993 -0.10019032881692458 0.10062218759563575 -0.042651786337467093 -0.10046989078793228
leaf_weight=0.022287308238446712 0.0083124987140763551 0.012599251218489371 0.0048661656983313151 0.0085540497711917851 0.011216548053198494 0.004655118566006422
leaf_count=5 8 9 12 7 8 1
internal_value=-4.33665e-05 -0.0274374 0.00152826 0.0432749 0.0181558 -0.100327
internal_weight=0.0724909 0.0444078 0.0318086 0.0280831 0.019529 0.00952128
internal_count=50 27 18 23 16 13
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=9
num_cat=0
split_feature=0 2 0 0 1 1 3 2
split_gain=0.00793559 0.00506349 0.00504002 0.0124055 0.00840677 7.03604e-08 4.07506e-09 1.98371e-10
threshold=-0.10210967171876996 -1.3301535836942819 -0.017690906823269275 -0.080726911203255355 -0.41129539861222747 2.424589617171915 0.40586429870035129 -1.3301535836942819
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -4 -6 -5 -1
right_child=1 2 4 6 5 -7 -8 -9
leaf_value=-0.10031521253948941 0.10018956807094399 0.024852605353615193 -0.024665701762041314 -0.10052464321113795 0.10014454975448291 0.10065575655936593 -0.1004107501977366 -0.10028151018607701
leaf_weight=0.0031323044095188379 0.0058286897474317803 0.021171001833863556 0.01038627856178209 0.0066226029593963176 0.0045710381600656564 0.0065508921470609494 0.005976604217721615 0.0039473568886023705
leaf_count=1 5 5 5 7 10 2 4 11
internal_value=-7.07121e-05 0.0115411 0.00219379 -0.0219038 0.0400296 0.100446 -0.100471 -0.100296
internal_weight=0.0681868 0.0611071 0.0552784 0.0337702 0.0215082 0.0111219 0.0125992 0.00707966
internal_count=50 38 33 16 17 12 11 12
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=10
num_cat=0
split_feature=0 2 1 0 0 0 3 3 2
split_gain=0.00713987 0.00569792 0.0141572 0.0104692 0.0167277 0.00224792 1.89444e-08 2.6325e-09 1.46528e-10
threshold=-0.10210967171876996 -0.62863470956177614 0.87855340156570161 -0.080726911203255355 -0.048898205563835541 -1.0000000180025095e-35 1.4980916673067053 -1.0056059698969682 -1.3301535836942819
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 5 -2 -5 6 7 -3 -1
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.10028511767372897 0.10059104265498445 -0.10023497436547152 0.10052284104535912 -0.10049293539488811 0.10018427663496987 -0.032307034505184865 -0.10043567410724859 -0.10009666476362225 -0.10025467118374698
leaf_weight=0.0028350334614515305 0.014888386009261012 0.0024382644369325118 0.006816773362515959 0.0096743656322360039 0.0072790280792105469 0.0095524721909896488 0.0043190326541662216 0.0031591387232765555 0.0035726237183553158
leaf_count=1 3 2 6 2 8 7 1 9 11
internal_value=-8.64808e-05 0.010957 -0.0235023 0.0394035 -0.0143311 -0.066928 -0.100278 -0.100157 -0.100268
internal_weight=0.0645351 0.0581275 0.0262857 0.0318418 0.0169534 0.0194689 0.00991644 0.0055974 0.00640766
internal_count=50 38 25 13 10 19 12 11 12
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=8
num_cat=0
split_feature=0 2 1 3 3 3 3
split_gain=0.00754031 0.00432263 0.0157005 2.62789e-05 6.43606e-05 2.70113e-09 7.40204e-11
threshold=0.046345450976114193 -0.62863470956177614 2.424589617171915 0.40586429870035129 -1.0000000180025095e-35 0.714002275712604 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2
right_child=5 2 -4 -5 -6 -7 -8
leaf_value=0.010745411655671725 0.10002214735201623 -0.10015789670621585 0.10053951212181644 -0.10048277701124564 -0.075518451678576334 0.10017288393386102 0.10005719091659937
leaf_weight=0.031430050847120583 0.0011531882591953027 0.0030309419344121099 0.0053373337723314753 0.011134843131003436 0.0016303852371493139 0.0042505978490225971 0.0012627699761651456
leaf_count=9 9 12 1 8 4 3 4
internal_value=-6.29224e-05 -0.0127696 -0.0477414 -0.0978438 -0.0915398 0.100125 0.10004
internal_weight=0.0592301 0.0525636 0.0211335 0.0157962 0.00466133 0.00666656 0.00241596
internal_count=50 34 25 24 16 16 13
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=9
num_cat=0
split_feature=0 3 3 1 3 1 2 2
split_gain=0.00649403 0.00489231 0.00611626 0.00491173 0.00603554 0.00250012 0.00431358 8.38814e-11
threshold=-0.10210967171876996 0.40586429870035129 0.88082696596154131 -1.0080247963353623 -0.23298179771026084 -0.79639053055710785 -0.62863470956177614 -1.3301535836942819
decision_type=2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 5 -5 -7 -1
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=-0.10026069859390903 0.10041760039192926 -0.076924695390717446 0.027181288257433173 0.10057822630765137 -0.057586067629851412 0.10023564310343321 -0.077760697645452556 -0.10023652603150596
leaf_weight=0.0025934812147170305 0.0089356385433347896 0.010958436090731993 0.011635095055680722 0.0060904645069967938 0.0077411629754351461 0.002609688963275401 0.0028465733030316204 0.0032153124739124897
leaf_count=1 5 5 5 2 7 2 12 11
internal_value=-8.33681e-05 0.0113662 -0.0233128 0.0391274 0.010733 0.0565355 0.00737361 -0.100247
internal_weight=0.0566259 0.0508171 0.0225935 0.0282235 0.0192879 0.0115467 0.00545626 0.00580879
internal_count=50 38 10 28 23 16 14 12
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=8
num_cat=0
split_feature=0 3 3 1 0 3 3
split_gain=0.00695645 0.0036984 0.00658899 0.00560478 0.00232819 1.95921e-09 6.6693e-11
threshold=0.046345450976114193 0.40586429870035129 -0.55684059650266005 0.67265165178003816 -0.080726911203255355 0.714002275712604 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 -2
right_child=5 3 4 -5 -6 -7 -8
leaf_value=-0.1001913810877833 0.1000206667355001 -0.10042242112063118 0.052516335989193835 0.010868564533902159 -0.012350569306201433 0.10015620864180522 0.10005512800449888
leaf_weight=0.0046344769416464251 0.0010544235665292936 0.0096863490907708183 0.015865087474594471 0.0084928300930187106 0.0084963324843556655 0.0038809170946478844 0.0012015201391477603
leaf_count=9 9 5 9 5 6 3 4
internal_value=-4.00349e-05 -0.0130687 0.00910153 -0.0484302 0.0298932 0.100113 0.100039
internal_weight=0.0533119 0.0471751 0.0289959 0.0181792 0.0243614 0.00613686 0.00225594
internal_count=50 34 24 10 15 16 13
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=9
num_cat=0
split_feature=0 0 1 2 1 1 3 3
split_gain=0.00611472 0.006061 0.00982151 0.00262312 0.010208 0.000480873 1.01262e-08 3.69484e-10
threshold=-0.048898205563835541 -0.080726911203255355 -0.51662063325267293 -0.62863470956177614 -0.41129539861222747 0.67265165178003816 1.4980916673067053 -1.0056059698969682
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 7 -4
right_child=3 -3 6 4 5 -7 -8 -9
leaf_value=0.041712095844310987 0.10015225463245431 -0.10038388211979897 -0.10016193050609956 -0.10046804463348261 0.05262933476668924 0.10039799130343559 -0.10037019770063736 -0.10009494427238748
leaf_weight=0.016204030835069716 0.0058299554548284496 0.0083424786462273914 0.0016622285020275731 0.0046369670890271672 0.0033910611382452771 0.0055670404508418869 0.0036746840924024582 0.0016317597037414089
leaf_count=5 8 9 2 1 7 7 1 10
internal_value=-9.40878e-05 -0.0272947 -0.000981655 0.0440362 0.0199721 0.0823153 -0.100256 -0.100129
internal_weight=0.0509402 0.0315152 0.0231727 0.019425 0.0135951 0.0089581 0.00696867 0.00329399
internal_count=50 27 18 23 15 14 13 12
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=10
num_cat=0
split_feature=0 2 1 0 0 1 3 3 0
split_gain=0.00600361 0.00374602 0.00951178 0.00778524 0.0021169 6.41846e-06 9.59712e-09 4.48552e-10 3.4694e-10
threshold=-0.10210967171876996 -0.62863470956177614 0.87855340156570161 -0.080726911203255355 -1.0000000180025095e-35 -1.0080247963353623 1.4980916673067053 -1.0056059698969682 -0.12532337291081136
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 4 -2 6 -5 7 -3 -1
right_child=1 2 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.10025664405561746 0.10043530223140229 -0.10014562128713561 0.10037473743985276 -0.012533462339393803 -0.022566284258633846 -0.017119843982157493 -0.10033484288197905 -0.10007583558039038 -0.10020534757608948
leaf_weight=0.0029215340382506838 0.010997059638611972 0.0015137025839067047 0.0048293882136931634 0.0054093770122563001 0.0068613135517807695 0.0069998124963603914 0.0033261035569012165 0.0023524256903328933 0.0024029660708038128
leaf_count=6 3 2 6 5 7 5 1 9 6
internal_value=-0.000160787 0.0124391 -0.0206971 0.0391716 -0.0623024 -0.0151206 -0.10021 -0.100103 -0.100233
internal_weight=0.0476137 0.0422892 0.0188829 0.0234062 0.0140535 0.0124092 0.00719223 0.00386613 0.0053245
internal_count=50 38 25 13 19 10 12 11 12
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
Column_0=264
Column_1=198
Column_3=176
Column_2=124
Column_4=66

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: 0.1]
[num_leaves: 31]
[num_threads: 0]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 5]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 7719]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2437]
[extra_trees: 0]
[extra_seed: 11797]
[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: 21238]
[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: 38]
[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: 8855]
[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:null
