tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=7
objective=binary sigmoid:1
feature_names=feat_0 feat_1 feat_2 feat_3 feat_4 feat_5 feat_6 feat_7
feature_infos=[-2.5459046003660784:2.6582765991147186] [-2.9950027798647287:2.5255548457942179] [-3.1145092025507628:2.5180678631559759] [-3.1973453916836281:3.0660367390488967] [-2.9360454460171126:2.6927574830647911] [-2.9671837099839435:2.9725742926327352] [-3.899421730054339:2.8494549607259407] [-3.7722751561227339:2.7418940124872022]
tree_sizes=1484 1692 1496 1699 1697 1602 1695 1701 1702 1702 1706 1704 1701 1715 1698 1708 1704 1697 1700 1708 1685 1702 1699 1697 1687 1701 1714 1710 1696 1698 1707 1694 1710 1703 1707 1704 1709 1696 1710 1716

Tree=0
num_leaves=13
num_cat=0
split_feature=0 2 0 0 2 2 2 6 1 0 0 0
split_gain=201.842 24.9214 30.2697 17.0861 31.7098 4.27122 2.50644 0.962815 0.571443 0.942881 2.84217e-14 1.42109e-14
threshold=1.0000000180025095e-35 -0.56675926494167395 0.38874026898797936 -0.45322406499852236 0.20790311503196821 -1.1454787048161139 -0.14619520414363518 0.084541285913272882 -0.5120066501723145 -1.0067618573864547 0.9768162435890072 -0.63361276138418632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 7 -4 -3 -5 9 -1 -8 -10
right_child=1 6 5 4 -6 -7 10 -9 11 -11 -12 -13
leaf_value=-0.20900505430729038 -0.17090886478462769 0.126487195360029 0.051001439184882091 -0.14900355580909669 0.098694937991138626 0.1750045360811491 0.19100493568066729 -0.20900505430729038 -0.20900505430729038 -0.14900355580909669 0.19100493568066734 -0.20900505430729044
leaf_weight=5.4998626410961151 5.249868884682658 7.7498064488172522 4.9998751282691964 4.9998751282691973 6.4998376667499533 6.2498439103364918 18.249544218182567 5.7498563975095749 15.999600410461428 4.9998751282691973 8.7497814744710904 4.9998751282691947
leaf_count=22 21 31 20 20 26 25 73 23 64 20 35 20
internal_value=-0.0100001 0.128564 0.0273645 -0.15567 -0.0756684 0.119892 0.176616 -0.181097 -0.199481 -0.180433 0.191005 -0.209005
internal_weight=99.9975 51.2487 16.4996 48.7488 17.2496 11.2497 34.7491 10.7497 31.4992 10.4997 26.9993 20.9995
internal_count=400 205 66 195 69 45 139 43 126 42 108 84
is_linear=0
shrinkage=1


Tree=1
num_leaves=15
num_cat=0
split_feature=0 2 0 2 0 2 7 2 5 4 2 1 2 1
split_gain=164.903 21.11 14.0818 25.8899 11.6272 25.4468 1.00704 0.589439 0.92749 0.178612 0.0120709 0.00396125 0.00127145 1.42109e-14
threshold=1.0000000180025095e-35 -1.3156371387717478 -0.45322406499852236 0.20790311503196821 0.38874026898797936 -0.12020700410429565 0.17769214785862011 0.42458414430055186 0.1345748873628585 1.0792798957779346 -0.14619520414363518 -0.57463010522669655 -0.53463837686850713 0.64605309983975079
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 6 5 -3 -4 11 -9 10 12 -1 -6 -13
right_child=1 4 3 -5 9 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=-0.18415605755771819 -0.064567270245545358 -0.090760330262212002 -0.18398169171297546 0.098069241881335117 0.18600934346152875 0.1826128543665938 -0.12235751304561082 -0.18136835397970624 -0.12155436235845107 0.16383116350526838 0.18261285436659375 -0.18113911746570013 0.18811854252679028 -0.18113911746570008
leaf_weight=6.2021578103303954 5.2350076884031287 5.7155898213386527 5.7049228399992007 6.484197109937667 6.7072900980710983 8.4229426681995374 4.9550865888595581 5.4416981041431409 4.9511027932167053 4.9604001790285102 14.864016473293306 9.1497134715318662 4.9800544977188128 5.4403701722621927
leaf_count=25 21 23 23 26 27 34 20 22 20 20 60 37 20 22
internal_value=-9.13629e-06 0.125633 -0.132296 -0.0594949 0.147444 0.0721 -0.155337 -0.172319 -0.152873 0.181249 0.184504 -0.182039 0.186908 -0.181139
internal_weight=99.2146 50.8853 48.3292 17.1442 45.6503 14.1385 10.66 31.185 10.3928 31.5118 26.5514 20.7922 11.6873 14.5901
internal_count=400 205 195 69 184 57 43 126 42 127 107 84 47 59
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=13
num_cat=0
split_feature=0 2 0 2 0 0 2 6 2 0 1 4
split_gain=136.666 17.6492 22.7159 12.5336 4.35937 1.7633 0.525128 1.4602 0.0115706 0.00275604 0.00194162 0.000284113
threshold=1.0000000180025095e-35 -0.56675926494167395 0.68095478930166486 0.93111558871347622 -0.21030415833357849 0.30352982374088938 0.040962988265673565 -0.36135571794373622 -0.14619520414363518 -0.84782308288457153 -0.047331592305545456 0.84184015035797499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -3 9 -8 -7 -1 -11 -10
right_child=1 5 -4 -5 -6 8 7 -9 11 10 -12 -13
leaf_value=-0.16764350986194557 -0.092227635783554016 0.11806465716486469 0.14470296826337295 -0.00157329768990057 -0.074065150539207689 0.17420876852160661 -0.10233337809828431 -0.17311611948375227 0.16882399103145929 -0.17136860429793863 -0.16884931089157118 0.16969486997634917
leaf_weight=8.4240399450063688 7.8663042634725597 8.7606518864631635 8.3335050642490369 7.3307209759950629 7.3205333948135367 5.6178226619958904 5.1121929436922073 6.7793499976396543 14.247003957629206 5.5883856415748561 6.7594806253910118 5.0824236720800391
leaf_count=35 32 36 34 30 30 23 21 28 59 23 28 21
internal_value=-6.67308e-06 0.115435 0.0296542 -0.121775 -0.143813 0.15666 -0.159444 -0.142687 0.170214 -0.169038 -0.169989 0.169053
internal_weight=97.2224 49.9077 16.1998 47.3147 39.984 33.7079 32.6634 11.8915 24.9473 20.7719 12.3479 19.3294
internal_count=400 205 66 195 165 139 135 49 103 86 51 80
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=15
num_cat=0
split_feature=0 2 0 2 0 2 5 1 1 1 2 2 2 2
split_gain=113.947 16.3274 11.5442 20.5519 8.82819 19.4892 1.02175 0.548047 0.169473 0.12473 0.0224527 0.021388 0.00224572 0.00109827
threshold=1.0000000180025095e-35 -1.3156371387717478 -0.45322406499852236 0.20790311503196821 0.38874026898797936 -0.12020700410429565 -0.26130924330253597 -1.1443496414156691 0.82766654276011387 -0.5120066501723145 -0.53463837686850713 0.7425022298545999 -0.087155257019596269 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 6 5 -3 -4 -1 10 -9 -6 13 -12 -11
right_child=1 4 3 -5 8 -7 -8 9 -10 11 12 -13 -14 -15
leaf_value=-0.11878103487454435 -0.06075281823197775 -0.082325491706485371 -0.10037191125885035 0.093601359149026106 0.16584016261795992 0.16062674811854372 -0.16380579515596921 -0.14221310157044845 0.14045614146236779 -0.15720953530455106 0.16080448262383831 -0.16548614813829071 0.15831192803718847 -0.15906211407946957
leaf_weight=4.7008648216724422 5.190335124731063 5.6281461715698242 4.7450848519802102 6.4603736549615851 6.4360921978950527 7.9881067574024183 5.4622000604867944 5.176570847630507 4.9279348254203788 10.18505015969277 4.9371493607759538 4.773618832230567 13.494292348623274 4.6660664081573406
leaf_count=20 21 23 20 26 27 34 23 22 21 44 21 20 58 20
internal_value=-3.3525e-07 0.106872 -0.112502 -0.0459761 0.126913 0.0602048 -0.134317 -0.150087 0.157398 -0.156021 0.160755 -0.159663 0.15898 -0.157792
internal_weight=94.7719 48.6021 46.1698 16.6677 43.4117 13.6163 10.2073 29.5022 29.7955 24.8013 24.8675 19.6247 18.4314 14.8511
internal_count=400 205 195 69 184 57 43 126 127 106 106 84 79 64
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=15
num_cat=0
split_feature=0 2 0 2 0 2 2 5 1 4 2 2 2 1
split_gain=96.1453 13.9371 10.0688 17.1834 7.71149 16.5213 1.00322 0.519287 0.896899 0.17481 0.0134058 0.0100843 0.002476 0.00162425
threshold=1.0000000180025095e-35 -1.3156371387717478 -0.45322406499852236 0.20790311503196821 0.38874026898797936 -0.12020700410429565 -0.46318823423297656 0.36640181667927429 -0.47187133664617958 1.0792798957779346 -0.53463837686850713 0.55109949395609326 -0.14619520414363518 -0.047331592305545456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 6 5 -3 -4 11 -9 10 -6 13 -12 -1
right_child=1 4 3 -5 9 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.15144418191263895 -0.054840828907659414 -0.074693966148265942 -0.15515950276595547 0.08504369511077825 0.15582215173606509 0.15163174397811208 -0.091231586309811305 -0.091633203284916115 -0.15122001758079551 0.13034141766187007 0.15244026882354189 -0.15510485174393299 0.14972981694374599 -0.1490865544204848
leaf_weight=4.4835299551486996 5.1756113767623892 5.5850714594125748 5.2622874528169641 6.4023557454347602 6.1771371364593533 7.6338613182306272 4.6011669933795938 4.775021880865097 5.3633446842432004 4.5058802217245093 4.513184189796454 5.2580960243940345 13.308961272239683 8.3909856975078601
leaf_count=20 21 23 23 26 27 34 20 21 24 20 20 23 60 38
internal_value=1.29218e-05 0.0999389 -0.105215 -0.04253 0.119138 0.0560079 -0.125338 -0.141281 -0.123156 0.148414 0.151808 -0.151415 0.150416 -0.149908
internal_weight=91.4365 46.8997 44.5368 16.2658 41.7241 13.2189 9.86345 28.271 10.1384 28.5052 23.9993 18.1326 17.8221 12.8745
internal_count=400 205 195 69 184 57 43 126 45 127 107 81 80 58
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=14
num_cat=0
split_feature=0 2 0 2 0 2 6 2 0 1 0 4 1
split_gain=81.6823 12.1875 16.119 9.44219 3.50183 1.47166 0.462535 1.16456 0.0347959 0.00151586 0.00120358 0.000444882 2.20531e-05
threshold=1.0000000180025095e-35 -0.56675926494167395 0.68095478930166486 0.93111558871347622 -0.21030415833357849 -0.14619520414363518 -0.37801951941290218 0.040962988265673565 -0.54631781639850163 -0.43094900101719152 0.30352982374088938 0.84184015035797499 0.32593465485439627
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -3 7 -1 9 -8 -7 12 -12
right_child=1 5 -4 -5 -6 10 8 -9 -10 -11 11 -13 -14
leaf_value=-0.14414267147530932 -0.08240061043293001 0.091023677665248784 0.12354808647909064 0.0076873279140952724 -0.055462866386326942 0.14475617268662466 -0.14479800196701315 -0.081281854547885168 -0.15373575407538376 -0.14245092646879298 0.14270072194100986 0.14396183939385687 0.14298252741917714
leaf_weight=7.8505319356918353 7.5537390857934934 6.96574439108372 7.6481124311685562 6.9446094632148734 6.8530665338039389 5.9804898500442532 4.2701577991247186 4.7185321748256683 4.3369383960962287 7.7384843230247506 8.1780023425817507 4.4535239636898032 4.2047466784715644
leaf_count=37 32 31 34 30 30 28 20 21 20 37 39 21 20
internal_value=2.67638e-05 0.094068 0.021213 -0.0990169 -0.119734 0.131255 -0.134967 -0.120544 -0.146058 -0.143286 0.143538 0.143105 0.142796
internal_weight=87.6967 44.9844 15.2019 42.7123 35.7677 29.7825 28.9146 12.5691 16.3456 12.0086 22.8168 16.8363 12.3827
internal_count=400 205 66 195 165 139 135 58 77 57 108 80 59
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=15
num_cat=0
split_feature=0 2 0 2 0 2 1 4 7 2 2 0 1 1
split_gain=69.254 11.412 8.86298 14.2134 6.66206 12.871 0.570294 0.186935 0.125333 0.0224422 0.0218897 0.0116596 0.000295746 1.91132e-05
threshold=1.0000000180025095e-35 -1.3156371387717478 -0.45322406499852236 0.040962988265673565 0.38874026898797936 -0.12020700410429565 -1.1443496414156691 1.0792798957779346 -0.66542624578961374 0.36035054490468982 -0.14619520414363518 0.8826844328497393 0.16284862053324994 0.34999125706119927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -3 -1 10 -8 12 11 -6 -10 -12
right_child=1 4 3 -5 7 -7 8 -9 9 -11 13 -13 -14 -15
leaf_value=-0.095009997189226536 -0.051892346353128518 -0.067722907311455 -0.13077669516517496 0.060827204818900277 0.14741737933854826 0.13839854337715723 -0.12209674166707665 0.11671547638738156 -0.13781320387642959 -0.14498711295365838 0.13702441208163413 0.14046782471808461 -0.13672396194894784 0.13729373716084253
leaf_weight=4.1662467569112804 5.0996776074171057 5.4540487080812454 7.5923525393009168 7.9000708311796188 4.2833015173673648 6.8147508651018125 5.3032300323247936 4.0971762239933005 3.9780475646257418 5.5196133106946936 7.8877310454845446 5.5324088037014008 6.6759413331747055 3.956828385591507
leaf_count=20 21 23 36 33 20 34 26 20 20 26 40 27 34 20
internal_value=3.56984e-05 0.0885772 -0.0927901 -0.0330719 0.107416 0.046768 -0.128869 0.136303 -0.135438 -0.139812 0.140008 0.1435 -0.137131 0.137114
internal_weight=84.2614 43.1259 41.1355 15.4924 38.0262 12.2688 25.6431 25.7574 21.4768 16.1736 21.6603 9.81571 10.654 11.8446
internal_count=400 205 195 69 184 57 126 127 106 80 107 47 54 60
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=15
num_cat=0
split_feature=0 0 2 2 2 2 6 2 1 1 0 2 1 4
split_gain=59.6433 14.0736 22.8289 3.95119 2.60777 2.16257 0.474255 1.1044 0.342108 0.194458 0.0357974 0.00864538 0.00132745 0.000223036
threshold=-0.21030415833357849 0.41261168010640742 0.20790311503196821 0.93111558871347622 -0.56675926494167395 -1.1237231857037335 -0.37801951941290218 0.040962988265673565 -0.14979563849818792 0.82766654276011387 -0.54631781639850163 -0.1338411407387837 -0.43094900101719152 0.71566993804984436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 -3 7 -1 -4 11 12 -7 -8 -13
right_child=1 5 8 -5 -6 9 10 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.13365553406437788 -0.1133353194185045 0.055126136629893997 0.11258333786973607 -0.029362466090910297 -0.024346822519593376 0.13702737438242782 -0.13452177486754144 -0.069814946165359118 0.15237700338409554 0.10959705825550517 -0.14421957713981604 0.13228636740630514 -0.13219104270940202 0.13323019569339112
leaf_weight=6.9566913694143349 7.2788475602865219 4.6490537822246578 3.8648371547460556 5.3079121559858313 6.0138535797595996 7.2247064411640247 3.8100547194480914 4.4387751072645187 4.8987770378589612 3.8388603627681723 3.9089063107967332 7.5643702000379527 6.8135304600000381 3.7424528896808624
leaf_count=37 33 20 20 24 27 37 20 21 23 20 20 41 37 20
internal_value=4.93533e-05 0.0688013 0.00953054 -0.107969 -0.0730753 0.117185 -0.124061 -0.108788 0.134828 0.130082 -0.136038 0.134325 -0.133027 0.132599
internal_weight=80.3116 49.0758 22.0563 31.2359 13.2927 27.0194 25.928 11.3955 8.76361 22.3704 14.5325 18.5315 10.6236 11.3068
internal_count=400 241 103 159 60 138 135 58 43 118 77 98 57 61
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=15
num_cat=0
split_feature=0 2 0 2 0 2 1 0 4 2 2 2 2 1
split_gain=51.488 9.32702 7.40913 10.9682 5.21661 9.69664 0.619994 1.0895 0.204265 0.0286206 0.0161389 0.00210152 0.000867342 4.79336e-05
threshold=1.0000000180025095e-35 -1.3156371387717478 -0.45322406499852236 0.040962988265673565 0.38874026898797936 -0.12020700410429565 -0.5120066501723145 -1.0067618573864547 1.0792798957779346 0.7425022298545999 -0.53463837686850713 -0.14619520414363518 0.040962988265673565 0.34999125706119927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -3 7 -1 10 12 -6 -12 -8 -13
right_child=1 4 3 -5 8 -7 9 -9 -10 -11 11 13 -14 -15
leaf_value=-0.13270790828377785 -0.04692964472030902 -0.055407651955194648 -0.12040952063915232 0.053283898074767772 0.13574473326154399 0.13017962613213932 -0.12793846528392724 -0.058320045031737461 0.10513832601292383 -0.13846407064967459 0.13124247225415903 0.12829207526759581 -0.1298399083583576 0.12874807809253291
leaf_weight=4.0466397106647491 5.0141431838273993 5.2734318673610687 6.8360942453145963 7.7651900500059128 5.0977332890033749 6.0396636724472028 7.5093616843223554 3.8346425443887719 3.6605715006589881 3.9513480365276346 3.6268123090267208 6.8757828772068006 3.5251053720712662 3.4677978008985519
leaf_count=22 21 23 36 33 27 34 44 20 20 20 20 40 20 20
internal_value=5.99279e-05 0.0804019 -0.0836861 -0.0280367 0.099157 0.0436709 -0.11922 -0.0965144 0.126775 -0.131161 0.130929 0.129171 -0.128546 0.128445
internal_weight=76.5243 39.0559 37.4684 14.6013 34.0418 11.3131 22.8671 7.88128 22.7287 14.9858 19.0681 13.9704 11.0345 10.3436
internal_count=400 205 195 69 184 57 126 42 127 84 107 80 64 60
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=15
num_cat=0
split_feature=0 0 2 2 2 2 6 2 1 0 2 1 4 1
split_gain=44.4311 11.3317 17.6766 3.74072 2.17733 1.3454 0.492944 1.08798 0.302436 0.0427708 0.00145424 0.00115728 0.000429049 2.06468e-05
threshold=-0.21030415833357849 0.4849816018735072 0.20790311503196821 0.93111558871347622 -0.56675926494167395 -1.0430373911764508 -0.37801951941290218 0.040962988265673565 -0.26696999342411692 -0.50663030341034887 -0.14619520414363518 -0.50209632829586948 0.7394475102362571 0.098395463583056911
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 -3 7 -1 -4 11 -7 -8 13 -12
right_child=1 5 8 -5 -6 10 9 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.12639144179131456 -0.091337088470980862 0.064476219390762965 0.10178189563506915 -0.020897233415066042 -0.012141739452617376 0.12733508511091537 -0.12709045574892533 -0.060053584795839436 0.13997370252361388 -0.13902094827944955 0.1248807946121791 -0.12478268908796991 0.12639785008093926 0.12521384855245071
leaf_weight=6.0870946645736748 7.8785325139760971 4.4397755861282375 3.4195518344640732 5.0757802426815024 6.2062367051839846 6.5485592037439408 3.34412729740143 4.1631530821323395 5.2672670185565931 3.1547744572162584 4.1480701416730827 6.2047362923622131 3.3000092506408691 3.3763883709907532
leaf_count=37 38 20 20 24 29 39 20 21 28 18 26 39 20 21
internal_value=7.05382e-05 0.0620933 0.0127514 -0.0985837 -0.0564409 0.113604 -0.115762 -0.0994482 0.12494 -0.128926 0.126159 -0.125591 0.125447 0.12503
internal_weight=72.6141 44.5844 22.7716 28.0297 14.0848 21.8128 22.9539 10.2502 8.68682 12.7036 17.373 9.54886 10.8245 7.52446
internal_count=400 241 115 159 67 126 135 58 48 77 106 59 67 47
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=15
num_cat=0
split_feature=0 2 2 0 2 5 2 5 0 0 1 2 0 4
split_gain=38.8288 7.84658 6.4296 3.26058 4.979 2.33632 1.36345 0.298444 0.16113 0.0605558 0.00321529 0.000376465 0.000219596 0.000149258
threshold=1.0000000180025095e-35 -1.0047733968851156 0.93111558871347622 0.3412426421027232 0.15082311842691873 -0.94876361658861397 0.20790311503196821 -0.99490204414918038 0.54527747333166887 -0.21030415833357849 -0.95375771894964467 -0.14619520414363518 -0.66740094319292587 0.42153386380114305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 -1 9 -5 -9 10 -7 -10 -12 -13
right_child=1 3 -4 7 -6 6 -8 8 11 -11 12 13 -14 -15
leaf_value=-0.035582998417408085 -0.015233433475927574 -0.027490084303140157 0.014519368514346626 0.095149115602131046 0.12323338045231587 -0.12597566970046878 -0.072389186220158122 0.14748841438022151 0.12363914065196019 -0.13790611326528318 -0.12188130502565533 0.12209504934077231 -0.12287406697055125 0.12297998014752141
leaf_weight=5.0359140038490322 7.7328585088253012 4.3456035852432269 6.341425120830535 3.2928680181503323 4.4218379706144333 3.2504673153162065 6.5223520249128333 3.4127589315176001 4.0153445303440103 3.6722594797611228 5.1535976231098219 4.7422746866941425 3.9250563830137191 3.1867990642786026
leaf_count=29 36 20 30 21 29 20 36 20 26 19 35 32 26 21
internal_value=8.83481e-05 0.0737315 -0.0762686 0.0988233 0.0485269 -0.0971588 -0.110926 0.122468 0.128325 -0.126634 -0.123277 0.12285 -0.122311 0.122451
internal_weight=69.0514 35.1503 33.9011 27.4175 8.76744 27.5596 22.5237 18.65 15.3572 16.0014 12.3291 11.9444 9.07865 7.92907
internal_count=400 205 195 169 49 165 136 120 99 100 81 79 61 53
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=15
num_cat=0
split_feature=0 0 2 2 2 2 5 3 1 2 1 2 5 4
split_gain=34.1005 9.14586 14.0201 3.15018 2.05001 1.23914 0.558995 0.863608 0.31591 0.0807838 0.00169706 0.000796876 0.000362083 0.000211421
threshold=-0.21030415833357849 0.4849816018735072 0.20790311503196821 0.93111558871347622 -0.56675926494167395 -1.0430373911764508 1.067940874528581 0.7841278908954854 -0.26696999342411692 0.3759221075536438 -0.76671628728565366 -0.14619520414363518 -0.31422543974054501 0.7394475102362571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 -3 7 9 -4 10 -1 -7 -12 -13
right_child=1 5 8 -5 -6 11 -8 -9 -10 -11 12 13 -14 -15
leaf_value=-0.12300824672704778 -0.084803607706213702 0.060125660642988576 0.093552443291651424 -0.02028848329866538 -0.0064430697821625778 0.12145524529859014 -0.067262657970263748 -0.068036157573866704 0.13493279202994049 -0.13791284501302792 -0.12081697038051209 0.11963176373412605 -0.11940677860525589 0.120668123614722
leaf_weight=3.0172733217477852 7.4770963042974481 4.3990526199340847 3.0199307054281235 5.0686282217502585 6.0318315178155908 5.6426897048950204 2.8393918573856345 3.1871766149997702 4.7416135519742957 3.8835138380527487 4.1174597591161781 6.4455111622810328 3.2641941457986814 2.8339534848928452
leaf_count=20 38 20 20 24 29 39 18 21 28 23 29 47 24 20
internal_value=0.000115717 0.0569639 0.0117239 -0.0908132 -0.0498151 0.106768 -0.108414 -0.115103 0.118832 -0.125606 -0.12101 0.120518 -0.120193 0.119948
internal_weight=65.9693 40.5917 21.2705 25.3776 13.5089 19.3212 20.309 17.4696 7.76154 14.2824 10.3989 14.9222 7.38165 9.27946
internal_count=400 241 115 159 67 126 135 117 48 96 73 106 53 67
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=15
num_cat=0
split_feature=0 0 2 5 2 7 3 2 3 1 2 1 2 0
split_gain=29.3164 8.14109 12.0638 3.27048 3.10413 1.88778 1.77625 1.32529 0.906456 0.297458 0.147818 0.00164297 0.000558257 0.000231944
threshold=-0.21030415833357849 0.4849816018735072 0.20790311503196821 1.2581651457733629 1.2109445325126009 0.28204757011035281 -0.17976707508062331 -1.0430373911764508 0.7841278908954854 -0.26696999342411692 0.44090623305313753 -0.76671628728565366 -0.14619520414363518 -0.66740094319292587
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 8 6 -2 -3 10 -4 11 -1 -9 -13
right_child=1 7 9 -5 -6 -7 -8 12 -10 -11 -12 13 -14 -15
leaf_value=-0.12075833359423929 -0.023728622909594824 0.054833215774656975 0.089404383016218503 0.014293816013691691 -0.0041897353711049488 0.010478795184267935 -0.11202254916638493 0.1190076034320728 -0.068019585704117841 0.13082876410782282 -0.13989101631306425 -0.1174555208612965 0.117694023581708 -0.11861313135425811
leaf_weight=2.9560786336660438 4.2597138583660126 4.3442351222038296 2.8528040051460266 2.8375533968210211 2.915826439857482 4.1304529607295981 4.8987524807453173 5.2052993178367624 3.3214403390884391 4.4179756939411154 4.9552724435925475 4.0447121784091049 8.5489232763647998 3.0255776494741422
leaf_count=21 21 20 20 16 14 21 25 39 23 28 30 32 67 23
internal_value=0.000137531 0.0540719 0.011016 -0.0865338 -0.100017 -0.0456445 -0.070956 0.102983 -0.115283 0.114575 -0.125762 -0.118779 0.118191 -0.117951
internal_weight=62.7146 38.6582 20.5597 24.0565 21.2189 13.2889 9.15847 18.0985 18.3031 7.27078 14.9816 10.0264 13.7542 7.07029
internal_count=400 241 115 159 143 67 46 126 129 48 106 76 106 55
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=15
num_cat=0
split_feature=0 0 2 2 2 0 2 1 0 2 2 2 4 3
split_gain=25.8003 9.46826 11.6916 2.23923 2.17159 2.10549 1.79964 0.891187 1.48745 0.0511613 0.000861669 0.000571938 0.000270466 7.44675e-05
threshold=-0.45322406499852236 0.41261168010640742 1.0000000180025095e-35 -1.0047733968851156 0.87393209929792992 -1.0000000180025095e-35 -0.77938678126543504 -0.5120066501723145 -0.96392789512585431 0.8130174466868455 0.14246942576383154 -0.14619520414363518 0.76597925015921653 0.36527026216547537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 -5 -3 8 -1 10 13 -8 -13 -9
right_child=1 6 4 5 -6 -7 11 9 -10 -11 -12 12 -14 -15
leaf_value=-0.1204034137841445 -0.13029992847842745 0.051043775140561201 0.030837076759544238 -0.096297022090173684 0.11783068956391506 0.0061914485201808684 0.11731247353719704 -0.11563460656431679 -0.020266826269202988 -0.13222010182582689 -0.1181385628486549 0.1154984415258834 0.11672508647077517 -0.11637307065751212
leaf_weight=3.1118175983428955 3.9941609352827063 6.3558049798011806 6.1108271926641446 3.5776897445321074 5.4097346588969231 4.5584996193647411 3.9879154488444337 3.1494953781366331 2.8346612304449108 2.8443872332572928 2.6766576766967773 6.0389667749404872 2.5593208521604538 2.4108361154794693
leaf_count=23 24 33 33 24 34 21 32 27 19 16 21 52 21 20
internal_value=0.000141724 0.0417351 -0.000459315 -0.0689787 0.0716869 -0.0388753 0.094419 -0.103899 -0.0726687 -0.120657 -0.116664 0.116323 0.115864 -0.115955
internal_weight=59.6208 42.5929 23.6509 12.1304 11.5206 8.13619 18.942 17.0279 5.94648 11.0814 8.23699 12.5862 8.59829 5.56033
internal_count=400 274 136 69 67 45 138 126 42 84 68 105 73 47
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=15
num_cat=0
split_feature=0 0 2 2 2 7 1 5 0 1 0 2 2 2
split_gain=22.4944 8.43462 11.436 3.89065 2.23373 1.55195 0.89066 1.53352 0.881485 0.419468 0.185709 0.0354818 0.00108395 0.000613467
threshold=0.3412426421027232 -0.45322406499852236 -0.12020700410429565 -1.0881778922067584 1.0585327479645563 0.14164218627008104 -0.5120066501723145 0.36640181667927429 -0.075637182679612933 0.82766654276011387 0.568971149745921 0.8130174466868455 -0.47750968599205523 0.14246942576383154
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -2 8 -3 7 -1 -4 10 -5 13 -12 -8
right_child=3 2 4 9 -6 -7 11 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.11912338735421735 0.013651924656058767 -0.11846502260233963 0.0077425585387507108 0.14348159896957621 0.13062918968330467 -0.035804279866027043 -0.11420935668728749 -0.015024320154223178 0.074332654891074254 0.075104200995545892 0.11654744650561191 -0.12828323674603717 0.11404283315094557 -0.11613133632455606
leaf_weight=2.9325779527425757 5.2487110793590572 5.7414296269416809 5.0174061954021427 2.9941850304603568 3.3717425912618646 3.7579906433820724 5.1041288301348668 2.7348313108086586 3.2923350483179101 2.2786903977394095 2.3432925492525092 2.648578517138958 6.5799626410007468 2.4616435989737511
leaf_count=23 25 36 23 22 23 22 47 19 23 19 20 16 61 21
internal_value=0.000109911 -0.0455903 -0.00428155 0.0872163 0.0619804 -0.0857643 -0.100682 -0.06889 0.0341257 0.114415 0.121932 -0.118322 0.114701 -0.114835
internal_weight=56.5075 37.0627 21.1809 19.4448 11.6815 9.49942 15.8818 5.66741 8.30974 14.1961 11.9174 10.2144 8.92326 7.56577
internal_count=400 253 127 147 69 58 126 42 46 122 103 84 81 68
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=15
num_cat=0
split_feature=0 2 2 0 0 2 5 2 6 0 0 1 1 0
split_gain=19.5991 5.87647 4.60094 5.49654 3.16773 5.7097 1.55556 0.587338 0.289874 0.140832 0.0130964 0.00096438 0.00020524 6.57605e-05
threshold=1.0000000180025095e-35 -1.3156371387717478 0.040962988265673565 -0.45322406499852236 0.3412426421027232 -0.12020700410429565 0.36640181667927429 -0.74228987651926837 -1.1336658634058192 0.568971149745921 -0.21030415833357849 -0.55585952583243003 0.38107246714718768 -0.63361276138418632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 6 5 -3 -4 -6 -1 -9 11 -10 -11 -13
right_child=1 4 3 -5 7 -7 -8 9 10 12 -12 13 -14 -15
leaf_value=-0.077812950595598174 -0.043190818678067601 -0.054927669292828156 -0.11974110504812135 0.040168611187117557 0.071510390271043847 0.11692882847410309 -0.027877163103758529 0.13979150342789612 -0.11551064928322011 0.1126040697980118 -0.12268709635557179 -0.11268788252203649 0.11362627404723541 -0.11343725499708651
leaf_weight=2.5464408174157134 4.6000396162271526 3.9592284560203552 4.5381153970956802 7.0130816996097547 3.4053306132555035 3.7778994664549854 3.1041589230298996 2.5037993043661073 2.2914036363363257 5.9563281759619695 2.1835714653134373 2.6904322654008856 2.9306362867355347 2.0735745579004297
leaf_count=22 21 19 36 33 23 33 22 21 20 60 15 27 28 20
internal_value=0.000102166 0.0598094 -0.0611688 -0.0237612 0.0808364 0.0289867 -0.0824276 0.107949 -0.107686 0.118843 -0.115919 -0.113825 0.112941 -0.113014
internal_weight=53.574 27.1333 26.4408 14.6554 22.5332 7.73713 7.64227 14.7961 11.7854 11.3908 9.23898 7.05541 8.88696 4.76401
internal_count=400 205 195 91 184 52 58 132 104 109 82 67 88 47
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=15
num_cat=0
split_feature=0 0 2 2 0 0 1 0 2 4 2 2 2 2
split_gain=17.1314 7.47629 7.99919 2.89311 2.71802 1.94417 0.952399 1.55601 0.847344 0.461656 0.850074 0.0217081 0.000470605 9.33452e-05
threshold=-0.45322406499852236 0.64052737143886262 -0.56675926494167395 0.87393209929792992 1.0000000180025095e-35 0.27643413542638351 -0.5120066501723145 -0.96392789512585431 -0.01294841022258676 0.9524999682699038 -0.71771994328722288 0.90915099890615203 0.13254105889371687 -0.1338411407387837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 -2 7 -1 -6 10 -3 12 -8 -12
right_child=1 9 3 -5 8 -7 11 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.11566946801393868 -0.121583956310823 0.046350559824656135 -0.028257074636325263 0.1079022168823932 0.035126984388199833 -0.02432582054373925 -0.11137713945983341 -0.0050470736617129188 0.11479113620276787 0.13468947416294574 0.11190139276326183 -0.12364696234282301 -0.11311695349713727 0.11106162483938183
leaf_weight=2.5466416999697685 4.3888644799590093 3.0447463616728774 6.2098255231976562 5.0067768245935431 3.2058623656630507 3.8656264245510101 4.1128320917487127 2.5394975394010535 2.2880960553884515 2.9872866719961158 1.9925035312771786 2.1279806420207024 2.4996033906936646 3.9431430995464325
leaf_count=23 33 20 34 39 18 20 45 19 22 23 21 14 25 44
internal_value=0.000107108 0.035653 0.00450174 0.0442855 0.0170709 -0.0760374 -0.0948412 -0.060436 0.0683051 0.100636 0.0893081 -0.114862 -0.112035 0.111344
internal_weight=50.7593 36.9327 24.9651 16.7106 11.7038 8.25449 13.8266 5.08614 5.49396 11.9677 8.98039 8.74042 6.61244 5.93565
internal_count=400 274 166 113 74 53 126 42 40 108 85 84 70 65
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=15
num_cat=0
split_feature=0 0 2 2 0 0 1 2 4 2 2 2 2 2
split_gain=14.933 6.61954 6.84346 2.48908 3.42462 1.97765 0.95552 1.92518 0.423314 0.877107 0.0161867 0.00214279 0.000337555 6.67904e-05
threshold=-0.45322406499852236 0.64052737143886262 -0.10242503193968908 -1.0881778922067584 0.27643413542638351 1.0000000180025095e-35 -0.5120066501723145 0.3759221075536438 0.9524999682699038 -0.71771994328722288 0.93111558871347622 0.52678645819293413 0.13254105889371687 -0.1338411407387837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -4 7 -1 9 -3 12 -7 -8 -11
right_child=1 8 5 4 -6 11 10 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.11372034062551713 -0.11551463454603245 0.0426386290425518 0.027118548150861121 -0.062172402634388141 0.070860848250343139 0.11458290455671356 -0.11017890270822671 0.012745226421491881 0.13128090145073115 0.11064189909151596 -0.12138119166662942 0.11015985438532101 -0.1117010333575828 0.10989903823778409
leaf_weight=2.6878228634595862 3.7361724972724906 2.9822216257452956 7.1718645244836825 5.8229615539312345 2.8981363400816917 2.0067533701658249 3.7598408907651883 2.1800428926944733 2.7695735767483702 1.8223620131611813 1.876609534025192 2.4115630313754082 2.3786735013127327 3.6037119403481483
leaf_count=26 25 20 35 39 18 20 45 16 23 21 13 29 26 44
internal_value=9.66654e-05 0.0337901 0.00423504 -0.0472211 -0.0179637 0.0595407 -0.0920295 -0.0570835 0.0973731 0.0862044 -0.113253 0.112169 -0.110769 0.110149
internal_weight=48.1083 35.2253 24.0475 12.4573 8.7211 11.5902 12.883 4.86787 11.1779 8.4083 8.01512 4.41832 6.13851 5.42607
internal_count=400 274 166 82 57 84 126 42 108 85 84 49 71 65
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=15
num_cat=0
split_feature=0 0 2 2 0 0 5 2 5 2 6 4 2 1
split_gain=13.0206 5.86424 6.01257 2.52398 2.49126 1.81559 0.971956 1.66202 0.439573 0.81687 0.428002 0.0370474 0.0102956 0.00066705
threshold=-0.45322406499852236 0.64052737143886262 -0.56675926494167395 0.64762424009241748 1.0000000180025095e-35 0.27643413542638351 0.36640181667927429 0.3759221075536438 -0.36289411661958276 -0.74228987651926837 0.6135351799491634 0.28666203234236293 0.8130174466868455 -0.5120066501723145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -4 -2 12 -8 11 -10 -5 -3 13 -1
right_child=1 8 3 10 -6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.11164618617175429 -0.11774666270925223 0.11025630860072613 -0.036076418183174787 0.072558346141439925 0.062023039665654249 -0.019870473368263128 -0.11126518529500731 0.0073527560167758787 0.036473710696550532 0.10906852517170298 0.13079122799024745 0.12920197566897754 -0.11868300284792024 -0.10929635726390158
leaf_weight=1.8305970057845113 3.8139513507485381 2.0991671234369278 5.4173135459423083 3.1571921557188025 4.9579430967569351 3.7672939673066139 2.4503611400723457 2.2806451991200447 2.7354135662317276 3.5769082829356176 2.1027621477842331 2.0305313691496849 1.8849790170788763 3.5522849187254888
leaf_count=20 33 26 31 27 39 20 28 17 17 47 16 18 15 46
internal_value=8.1302e-05 0.0319661 0.00397283 0.0394093 0.0108016 -0.0691097 -0.0893598 -0.0540838 0.0942053 0.0776099 0.095838 0.119572 -0.112323 -0.110095
internal_weight=45.6573 33.6585 23.2165 15.6352 10.3753 7.58125 11.9989 4.73101 10.442 6.31232 5.25995 4.1297 7.26786 5.38288
internal_count=400 274 166 113 70 53 126 45 108 64 43 44 81 66
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=15
num_cat=0
split_feature=0 2 0 2 1 0 2 4 0 0 2 1 0 2
split_gain=11.3696 4.94206 5.05744 4.31047 1.81945 1.54002 1.42444 0.840203 0.174422 0.00359929 0.00310079 0.000795518 3.6535e-05 1.979e-05
threshold=0.3412426421027232 0.040962988265673565 -0.45322406499852236 -1.2467557139116872 -0.43094900101719152 -0.13826557868545772 0.87393209929792992 0.9524999682699038 0.568971149745921 -0.3294445860287642 -0.50942410763377921 -0.57463010522669655 -0.66740094319292587 -0.045901879914774089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -2 -3 9 -4 8 -5 11 -10 -1 -13 -12
right_child=3 2 6 7 -6 -7 -8 -9 10 -11 13 12 -14 -15
leaf_value=-0.11095009631230633 -0.018927164604428896 -0.0011297173422311077 0.017151829914874819 0.14149796929903088 -0.11288257793586501 -0.043293365667520699 0.097847552002499311 0.047950637666151333 0.11293908600001568 -0.11460832299346435 0.10841838759017318 -0.10824589537524204 -0.10888915724615843 0.10796466146900506
leaf_weight=1.9990610331296901 3.844103291630744 2.4497874230146408 5.2692604884505254 2.354750342667101 3.5945166610181323 6.2787256911397016 3.7401700168848038 2.1141049265861502 1.9158001020550708 1.6684696301817892 1.4293032959103564 2.3834589570760709 1.4024968221783658 2.9358346313238179
leaf_count=23 18 19 31 21 39 39 32 24 21 17 20 34 19 43
internal_value=5.44721e-05 -0.0363977 0.00317649 0.0719551 -0.0675886 -0.0797803 0.0506518 0.104454 0.118287 -0.110516 0.109585 -0.109336 -0.108484 0.108113
internal_weight=43.3798 28.7859 15.0537 14.5939 6.0443 13.7322 9.00943 10.7498 8.63569 7.45349 6.28094 5.78502 3.78596 4.36514
internal_count=400 253 121 147 58 132 63 129 105 93 84 76 53 63
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=15
num_cat=0
split_feature=0 2 0 5 2 1 7 3 3 2 4 0 0 1
split_gain=10.0106 4.44765 5.30691 3.20021 3.04332 2.13236 2.1451 1.29813 1.27757 0.86123 0.370101 0.311279 0.0297356 0.00443374
threshold=-0.21030415833357849 0.20790311503196821 0.64052737143886262 1.3405076546244128 1.3011900041942133 0.68055439479605717 0.28204757011035281 0.7841278908954854 -0.17976707508062331 -1.3156371387717478 1.0174021173469345 -0.45322406499852236 0.084030874013074811 -0.76671628728565366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 7 6 8 11 -2 -4 12 13 -3 -1
right_child=1 10 9 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.1138703837097443 0.0061084067357645476 0.12182868726521037 0.034488893239594837 0.050156853326271414 0.033064226606173586 -0.10296751524386312 0.060634458963890685 -0.035382115668627 -0.086819926059642713 0.1099046526610744 0.058521798876565417 -0.15399256709530842 0.10737614416772688 -0.1084338398075412
leaf_weight=2.2880301475524876 2.9450358413159856 2.2959642037749282 2.3521367162466049 2.0744546279311171 1.9050214439630497 2.9142190590500823 3.2412344962358475 2.2147039957344523 2.9727269932627722 4.2507705837488166 1.580970015376806 2.1616322994232187 3.7467544563114643 4.3561884500086308
leaf_count=24 20 20 10 15 13 15 20 24 23 57 17 19 59 64
internal_value=5.11045e-05 0.0372325 0.0109584 -0.0651397 -0.0836439 -0.0284632 -0.00475729 -0.103818 -0.0405732 0.0830395 0.101597 -0.12103 0.112867 -0.110306
internal_weight=41.2998 26.2998 18.6761 15 12.9256 12.0732 9.159 11.0206 5.91776 6.60291 7.62369 8.80585 6.04272 6.64422
internal_count=400 241 145 159 144 78 63 131 43 67 96 107 79 88
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=15
num_cat=0
split_feature=0 0 2 2 7 0 6 1 2 2 2 2 2 2
split_gain=8.89709 4.34772 4.68428 2.26995 3.08197 2.78217 1.28163 1.09388 1.94447 0.907125 0.434134 0.00784507 0.0021512 0.000401753
threshold=-0.45322406499852236 0.64052737143886262 -1.0047733968851156 0.64762424009241748 0.0932058506558512 -1.0000000180025095e-35 0.34764748694644704 -0.5120066501723145 0.42458414430055186 -1.2686722133443114 1.1225561450240582 0.94730050236625762 -0.63584044671819639 0.36035054490468982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -4 -6 8 -1 -3 -5 13 -11 -9
right_child=1 9 3 10 6 -7 -8 11 -10 12 -12 -13 -14 -15
leaf_value=-0.10954574207642775 -0.098930558894533463 0.036028126153644813 -0.1155673419205507 0.056095969155364661 0.10838009636463519 0.011906338386940961 0.013799221097300316 -0.10690993797899349 0.030467972521577125 0.11093813839782947 0.11859124371955465 -0.11604562659154963 0.10670257541319882 -0.10904370467793659
leaf_weight=2.0447314418852334 3.7172105349600342 2.4652529507875443 2.9205773249268567 2.2962736226618281 2.6757709681987762 4.1380091980099696 3.0839442685246468 3.2842970527708513 1.9263339936733244 1.6327012628316877 2.1544545963406563 1.4047727063298223 4.5152301974594575 1.2065734378993509
leaf_count=27 29 11 22 20 21 32 19 55 15 20 23 12 77 17
internal_value=4.02835e-05 0.0274533 0.00290033 0.0248197 0.00345611 -0.0408375 0.0577383 -0.0821967 -0.0416261 0.0872771 0.0863479 -0.109523 0.107827 -0.107483
internal_weight=39.4661 29.5994 20.9862 17.269 12.8183 7.05859 5.75972 9.86671 3.97107 8.61318 4.45073 5.89564 6.14793 4.49087
internal_count=400 274 166 137 94 54 40 126 42 108 43 84 97 72
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=15
num_cat=0
split_feature=0 2 0 2 5 5 2 4 0 4 0 0 2 1
split_gain=7.97048 3.77892 4.34197 3.66473 2.30321 3.88688 2.16966 1.19177 1.9019 0.901042 0.199843 0.129922 0.00193481 0.00138287
threshold=0.3412426421027232 -0.28236538754889867 -0.96392789512585431 -1.2467557139116872 -0.94876361658861397 0.6240572184938723 0.20790311503196821 -0.16302057088359342 -1.0000000180025095e-35 0.9524999682699038 0.5187123778370254 0.084030874013074811 -0.52312521775038834 -0.34727399477856463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 13 -2 -4 6 -6 11 -9 10 -5 -1 -12 -3
right_child=3 2 4 9 5 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.10904559361914096 -0.01792422801344035 -0.11325538710203387 0.1046459417358656 0.14628031007174941 -0.1084521393028592 0.080697415755238783 0.0023091512295535638 -0.10839963619219742 0.027727793506291683 0.037816748521681633 0.11030875781640415 -0.14435561546242967 0.10605297124025906 -0.10899619570725057
leaf_weight=2.4540795460343361 3.6975558996200553 1.788686525076628 2.5698081962764272 1.7617026343941669 3.005869217216965 3.8680937029421329 4.2963813133537769 2.3466490879654884 1.824209406971933 1.8015730567276476 1.5063238702714428 1.8110392242670057 3.673367124050857 1.3284602649509931
leaf_count=37 18 20 20 15 28 31 39 36 11 24 21 11 69 20
internal_value=1.88913e-06 -0.0322306 -0.00488704 0.0655349 0.019286 -0.000351537 -0.0432842 -0.0868702 -0.0488615 0.100831 0.117186 -0.124039 0.107291 -0.11144
internal_weight=37.7338 25.2933 16.8573 12.4405 13.7402 11.1703 7.30225 8.43598 4.17086 8.74297 6.94139 4.26512 5.17969 3.11715
internal_count=400 253 158 147 118 98 67 95 47 129 105 48 90 40
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=15
num_cat=0
split_feature=0 0 2 0 5 2 6 0 1 4 0 7 2 0
split_gain=6.89326 3.74959 5.89353 2.9052 3.00802 3.38153 2.40436 1.61478 1.17079 0.601481 0.448994 0.354302 0.0489398 0.0353913
threshold=-0.45322406499852236 0.9768162435890072 -1.2467557139116872 0.3412426421027232 -0.94876361658861397 0.20790311503196821 0.6135351799491634 0.040758954289769382 -0.5120066501723145 0.73598833057450219 -0.84782308288457153 0.29337761671186285 -0.46318823423297656 0.5187123778370254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -4 7 -7 -6 10 13 -1 12 -3 -5
right_child=1 11 3 9 5 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.06515466061766087 -0.12342518612785754 0.13254774536727845 0.094730293491996145 0.12806981580342003 -0.12135006322213893 -0.018170749146673718 0.12320162059199158 -0.02175467035665752 -0.10830845119027828 0.039486421933093423 0.0061436194721612332 0.069172687158482779 0.10555288854275123 0.10753262294873756
leaf_weight=2.0069407075643544 2.9970983900129822 2.0895635858178139 2.9440935626626077 1.3943484537303441 2.8807770051062089 2.7057596519589424 2.1660838052630424 3.7432132735848427 5.1155473515391332 1.4697570987045763 1.5775025151669977 1.9241362474858759 0.98965789005160276 2.1071658134460449
leaf_count=25 23 20 21 14 28 23 20 21 84 17 17 29 20 38
internal_value=-4.82036e-05 0.0245657 0.00708936 0.0272409 0.00454153 -0.0185559 0.0446852 -0.0650688 -0.0776009 0.0931751 -0.0337765 0.102836 0.123872 0.115711
internal_weight=36.1116 27.4117 22.4083 19.4112 14.4399 11.4958 4.87184 6.62399 8.69999 4.97127 3.58444 5.00336 3.07922 3.50151
internal_count=400 274 205 182 113 92 43 49 126 69 42 69 40 52
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=15
num_cat=0
split_feature=0 2 0 2 0 5 2 0 3 4 7 4 0 0
split_gain=6.13724 3.34315 3.5763 3.33708 2.85428 2.57979 2.554 1.74412 1.36219 0.646268 0.488098 0.434456 0.253731 0.0209806
threshold=-0.21030415833357849 0.20790311503196821 0.9768162435890072 -1.2467557139116872 0.3412426421027232 1.3405076546244128 1.3011900041942133 0.17743604930595128 0.7841278908954854 -0.13939394474334879 0.083858029699570166 1.0174021173469345 -0.45322406499852236 0.040758954289769382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 7 6 8 -5 12 -6 -4 13 -1 -3
right_child=1 11 10 4 9 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.10786743539505371 -0.118803963547498 0.11987806593918977 0.12628544535181591 0.015808097329181803 0.11954697391090703 0.050082326630189022 0.037888535557379227 -0.085848350973041637 -0.023232823398884737 0.029837871822599255 0.048626533027982033 0.045371455271657035 -0.15156183081720803 0.10543077155287289
leaf_weight=4.9318889938294861 2.5586207136511829 1.487083427608012 2.1979826204478736 3.9113419689238089 2.0443913117051129 1.8912357576191414 1.6269481033086766 2.9687527790665627 1.8719330951571462 1.3225437030196188 1.2810162864625452 1.3389882296323774 1.8192101456224925 3.1018759086728096
leaf_count=88 17 13 26 28 25 15 13 17 24 15 17 17 19 66
internal_value=-6.02006e-05 0.0311884 0.00778164 -0.0166445 0.00886413 -0.0572301 -0.0770305 -0.0280565 -0.0987128 0.0843089 0.0976903 0.095489 -0.119642 0.110113
internal_weight=34.3538 22.2126 16.2846 12.8057 10.247 12.1412 10.25 6.88009 8.62303 3.36694 3.479 5.92795 6.7511 4.58896
internal_count=400 241 145 102 85 159 144 45 131 40 43 96 107 79
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=15
num_cat=0
split_feature=0 0 2 6 6 6 1 1 2 3 2 2 5 4
split_gain=5.39834 2.91831 3.38867 2.49257 2.40067 2.21325 1.88116 1.23149 1.00666 0.497609 0.00448918 0.00142429 0.000378835 6.2335e-05
threshold=-0.45322406499852236 0.64052737143886262 -1.185093810371838 1.0362520210430652 -0.13637910428500064 0.6135351799491634 -0.35761132848640786 -0.5120066501723145 -1.3156371387717478 0.17577976716245 0.94730050236625762 -0.6712228259736599 0.71189057778262488 0.76597925015921653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 6 -6 -4 9 -3 -1 12 -10 -9 -13
right_child=1 8 3 -5 5 -7 -8 10 11 -11 -12 13 -14 -15
leaf_value=-0.061163069549317432 -0.1205798141344898 0.02372223797377691 0.10452454264858582 0.10532173920129456 -0.093001210213368254 0.021937360096103874 -0.0024857807917807438 -0.10485307475904337 0.10860702187373619 0.016890952178636648 -0.11274759376369395 0.10436931062366472 -0.10727068853204103 0.10533109123301664
leaf_weight=1.8577890619635584 2.0145999602973523 2.2342703342437744 2.7972487919032627 2.6661220528185359 3.807046409696337 2.991973515599966 3.9803252536803484 2.3900243081152435 1.2590997777879236 1.4575842209160326 1.1596281230449674 2.3197037167847152 0.88932954892516125 0.94979021698236454
leaf_count=25 21 10 26 26 34 23 36 56 20 17 12 58 16 20
internal_value=-5.83668e-05 0.0225354 0.00174963 0.0169223 -0.000437296 -0.0424214 0.0416797 -0.0729595 0.0786497 -0.0268471 -0.1074 0.105749 -0.105509 0.104649
internal_weight=32.7745 25.0202 18.2573 16.2427 13.5766 6.79902 6.77757 7.75436 6.76286 3.31537 4.43898 4.52859 3.27935 3.26949
internal_count=400 274 166 145 119 57 62 126 108 42 84 98 72 78
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=15
num_cat=0
split_feature=0 2 0 6 2 6 0 7 7 0 0 1 4 0
split_gain=4.70316 3.45384 2.59321 2.73624 2.35197 1.7732 1.44038 1.8659 0.560335 0.00603918 0.00603829 0.000230027 0.000124629 4.54613e-05
threshold=1.0000000180025095e-35 -0.14619520414363518 0.9768162435890072 0.6135351799491634 0.040962988265673565 -0.29912267588152747 -0.84782308288457153 -0.10251035690380735 1.0431225592839055 -0.17656314685724972 0.24372098450700805 -0.5120066501723145 0.86596875543263618 -0.50663030341034887
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 8 -2 -6 -8 9 11 -3 -1 -12 -13
right_child=1 10 -4 -5 6 -7 7 -9 -10 -11 12 13 -14 -15
leaf_value=-0.10633993572665612 -0.0022268227926405103 0.11174920510489313 0.090739473545039778 0.062132464860393956 -0.074150835082902211 -0.11463891725973983 -0.041141162588948177 0.059629664701681712 -0.029673190398475713 -0.11341290768092405 0.10405402045351851 -0.10419359914039082 0.1054379890305206 -0.10516371648045152
leaf_weight=1.1164022013545025 2.6936015635728827 1.7238888144493092 2.7576435655355445 2.6712737940251827 2.600785980001092 2.929235856980088 3.4585887379944324 3.9201204217970353 1.170425947755575 1.2398963235318698 2.3696957435458903 1.2874354869127262 0.89697430282831181 0.77313540875911835
leaf_count=21 23 25 34 16 37 24 28 26 17 14 64 34 19 18
internal_value=-8.57425e-05 0.0379117 0.00673172 -0.0211994 -0.0392439 -0.0607883 -0.0101594 0.0123958 -0.0911921 -0.107494 0.106961 -0.105184 0.104434 -0.104558
internal_weight=31.6091 16.0423 11.0518 8.29411 15.5668 5.62284 9.9795 7.37871 5.5873 4.41687 4.99056 3.17697 3.26667 2.06057
internal_count=400 205 97 63 195 47 91 54 104 87 108 73 83 52
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=15
num_cat=0
split_feature=0 0 2 2 1 6 0 5 2 1 6 2 2 0
split_gain=4.11466 2.46348 2.95357 2.10604 2.06595 1.90413 1.64268 1.99399 1.32285 0.849054 0.742784 0.00195122 0.00180091 2.78077e-05
threshold=0.4849816018735072 -0.96392789512585431 -0.28236538754889867 -1.3156371387717478 -1.027558402731642 0.89470651104769605 -1.0000000180025095e-35 -1.0146732024737093 0.69169160816528719 -0.14979563849818792 -0.29912267588152747 0.3759221075536438 -0.50942410763377921 0.78869983662235976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -2 -4 9 7 -6 -9 10 -3 -1 -5 -14
right_child=3 2 4 12 6 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.10434821671963648 -0.0072693325896549437 -0.011094895910101361 0.10673344652553472 0.10796666850088826 0.072279259994233888 0.037056037035433073 0.069729420790331995 -0.089127938287161118 0.010990498615261387 -0.13544618212450041 -0.095512361037454474 -0.10963820816611612 0.10439277946391544 0.10372221971305642
leaf_weight=1.1950133498758142 2.5630394816398621 1.9459362179040907 2.3424233831465306 1.777152234688401 1.7137146256864122 1.7184493280947206 2.6553888432681365 3.4655442405492067 2.1313745491206646 2.0043200813233932 2.2445970848202705 1.6740076877176759 0.89093361236154978 2.021918224170804
leaf_count=32 12 18 20 32 13 14 38 37 19 32 26 25 23 59
internal_value=-8.08663e-05 -0.0207191 -0.00841607 0.065623 0.0222276 -0.0560797 0.00236532 -0.0221029 -0.0510016 -0.0819155 -0.0563119 -0.107435 0.105458 0.103927
internal_weight=30.3438 23.0908 20.2217 7.25304 12.3084 7.9133 9.96602 7.31063 5.59692 6.19485 4.19053 2.86902 4.69 2.91285
internal_count=400 274 217 126 127 90 107 69 56 76 44 57 114 82
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=15
num_cat=0
split_feature=0 2 5 2 0 2 0 4 6 5 7 1 1 0
split_gain=3.68255 2.62941 2.43758 3.31054 2.37895 2.35472 2.20467 1.45869 1.23111 0.667866 0.498932 0.488346 0.261396 0.201396
threshold=-0.21030415833357849 0.20790311503196821 0.21198306819111631 0.93111558871347622 0.9768162435890072 -1.2467557139116872 0.3412426421027232 -0.16302057088359342 -0.37801951941290218 -1.1167883479973275 -0.54168049903379478 -0.47187133664617958 -0.0563259087898784 -0.43952295315057199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 9 8 5 -2 7 -7 -4 -1 -3 -6 -8 -11
right_child=1 10 3 -5 11 6 12 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.034369407893816872 -0.10853926581274492 0.03828942378054051 0.00055921305419575186 0.12442276879539237 0.036259022758000324 -0.072819368844817337 0.10645091782145782 0.022278522083343629 -0.11508870129066379 -0.10690134422482472 0.11131522792121898 0.1218170676626385 0.046181212438254009 -0.1607265276975251
leaf_weight=1.1948602609336374 2.1969362013042 1.2950482312589882 2.0342381466180086 1.4956506267189977 1.1107253711670639 3.2789279706776151 1.5757619701325896 3.1745837666094276 1.6812740154564383 2.788336468860507 3.3708178531378499 1.6703956089913834 1.3244770020246504 0.92601427994668695
leaf_count=15 17 28 28 10 17 23 23 22 33 61 68 26 17 12
internal_value=-0.000112239 0.025844 -0.0488365 -0.00120224 0.00461669 -0.0153749 0.00650678 -0.0260392 -0.0517716 -0.0994006 0.0910463 0.0876469 0.078927 -0.12032
internal_weight=29.118 18.9977 10.1204 5.21116 14.3318 11.5507 9.35375 6.45351 3.71551 4.90921 4.66587 2.78112 2.90024 3.71435
internal_count=400 241 159 71 145 102 85 45 61 88 96 43 40 73
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=15
num_cat=0
split_feature=0 6 6 2 0 5 7 1 0 6 3 5 6 2
split_gain=3.25603 2.14673 2.83786 2.3598 2.74855 1.58387 1.33996 1.29075 1.06651 0.625146 0.459506 0.12992 0.00659971 0.00298543
threshold=-0.45322406499852236 1.0362520210430652 -0.6670595576520596 -0.6712228259736599 0.3412426421027232 0.3080776086449491 -0.027433030611688947 -0.5120066501723145 0.61417942456534058 1.6598357978318643 0.21832907728269665 -0.326492708595505 0.59716125547694177 0.94730050236625762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 8 5 -5 11 10 -4 -3 -1 -2 -6 -9
right_child=1 9 3 4 12 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.050630731950060563 0.042330806505211788 0.13533449210566376 -0.13052213950383584 0.02752319236482775 0.10380109449369986 -0.072167824145989823 0.11942774215712562 -0.10413428753353944 -0.031970597858710405 0.046447933843452555 0.030183477538506323 0.00068815180475925708 0.11584159168643023 -0.11074603478374281
leaf_weight=1.5718821287155154 1.4165344219654801 1.7040888164192431 2.1425503399223151 3.1497334353625686 1.5183407422155144 3.225975040346384 2.4958706479519668 2.4010947011411221 2.2525633312761784 1.4770794585347173 1.2736974544823167 1.5903125945478676 0.65017343498766411 0.95437107980251301
leaf_count=26 22 23 25 29 47 24 36 72 17 20 16 18 13 12
internal_value=-0.000121171 0.018198 0.00511165 -0.0204697 0.0101591 -0.0229184 0.0652648 -0.0640005 -0.080013 0.0940627 -0.0144578 0.0203061 0.107411 -0.106015
internal_weight=27.8243 21.6232 18.4421 12.9393 8.54422 6.37571 5.50272 6.20105 4.39511 3.18117 2.84558 3.00685 2.16851 3.35547
internal_count=400 274 231 155 113 53 76 126 42 43 42 40 60 84
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=15
num_cat=0
split_feature=0 0 2 1 0 0 5 2 0 2 5 0 2 2
split_gain=2.88593 2.10177 2.61238 1.98333 1.53926 2.25808 1.42153 2.15683 1.28852 0.955267 0.65494 0.0069029 0.00121352 0.000636049
threshold=0.64052737143886262 -0.96392789512585431 -0.56675926494167395 -1.5745532456362317 -1.0000000180025095e-35 0.17743604930595128 -1.0146732024737093 0.20790311503196821 0.27643413542638351 -1.3156371387717478 0.39784079600140226 -0.013830490480674701 0.3759221075536438 -0.6712228259736599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 8 -4 6 -6 -5 -8 11 -2 -7 -3 -1 -11
right_child=9 2 3 4 5 10 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.1034392674570494 0.016218306844614554 -0.10462966642348751 0.15612288515218234 0.061320097839765789 0.14537980614149953 0.052710336373504529 -0.11618112886886818 0.0033769874676944506 -0.013882540198774005 0.10604555246310188 -0.04640567586389549 -0.11443384907799743 -0.10810226420001057 0.10287435974243486
leaf_weight=0.94271993450821101 2.1304393857717514 1.5759472232311966 0.96921799145639553 1.8060832358896775 1.7137492019682916 1.2192190382629635 2.3309469390660533 4.2784558013081551 2.7917602360248566 0.90817805565893683 1.471052126958966 1.319349795579918 1.3679735809564588 2.0834356229752293
leaf_count=32 10 43 9 15 22 26 36 36 20 20 14 14 25 78
internal_value=-0.000147957 -0.0160271 -0.00532859 0.0181922 0.00776397 0.0556639 -0.0173032 -0.0387877 -0.0623566 0.0673934 -0.00148674 -0.109097 -0.1062 0.103837
internal_weight=26.9085 21.7865 19.4758 13.7887 12.8195 4.40402 8.41549 6.6094 5.68706 5.12205 2.69027 2.8953 2.31069 2.99161
internal_count=400 292 235 158 149 62 87 72 77 108 40 57 57 98
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=15
num_cat=0
split_feature=0 2 0 0 2 3 4 7 6 6 2 1 0 2
split_gain=2.58399 2.43434 2.50546 1.79398 1.78976 1.2419 2.01421 1.0956 1.71885 1.10997 0.828337 0.601796 0.0580711 0.0392644
threshold=0.9768162435890072 -1.2467557139116872 0.3412426421027232 -0.96392789512585431 1.0000000180025095e-35 1.3810041184495716 0.27316816033421937 -0.70866095319271416 -0.46454200163281206 0.43807150864703576 -0.77938678126543504 -0.55585952583243003 0.45135920523212797 -1.0430373911764508
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -6 -9 -10 -4 -2 -12 -13
right_child=11 2 10 4 7 -7 -8 8 9 -11 12 13 -14 -15
leaf_value=-0.1031251861951632 0.025208313623269037 -0.10572491601280601 0.0091769750483180496 -0.12265284256738569 -0.050100270358380272 0.027286298017621655 0.019438365634418416 -0.01821954493944964 0.14440353395498406 0.04067232172786632 0.13794311971032244 0.13099291939920663 0.10359111029321295 0.10267532001950103
leaf_weight=2.5851187612861457 1.0537786856293681 1.9545880574733114 1.1073603890836241 2.8794494271278337 1.5887171328067857 1.6957363262772558 1.5265249144285915 2.8782412204891514 1.7018962018191643 2.6189809516072273 0.7465634979307646 1.1239509880542753 1.4437829945236442 0.86763795837759872
leaf_count=37 26 52 10 39 24 16 24 27 18 25 9 8 50 35
internal_value=-0.000179921 -0.0117708 -4.59114e-05 -0.0156513 -0.00382716 -0.0454347 -0.0734229 0.0250624 0.0416495 0.0815297 0.079664 0.0863208 0.1153 0.118656
internal_weight=25.7723 22.727 20.1418 16.8441 14.8895 6.10171 4.40597 8.78784 7.19912 4.32088 3.29771 3.04537 2.19035 1.99159
internal_count=400 331 294 225 173 79 63 94 70 43 69 69 59 43
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=15
num_cat=0
split_feature=0 5 2 2 6 6 7 6 0 2 6 4 6 4
split_gain=2.34071 2.20972 2.32851 1.95331 1.64897 2.56619 1.73768 1.18486 0.785362 0.693921 0.666626 0.568639 0.535416 0.0574663
threshold=-0.21030415833357849 0.21198306819111631 0.93111558871347622 0.20790311503196821 1.0362520210430652 -0.34790404838719352 -0.63026954170355898 -0.37801951941290218 0.27643413542638351 -0.53463837686850713 -0.75480658056187033 1.0174021173469345 -0.48130645112920994 0.26218043567593419
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 4 5 8 -7 -3 -2 -8 -1 -5 -12 -14
right_child=3 2 -4 11 -6 6 9 -9 -10 -11 12 -13 13 -15
leaf_value=-0.032556123895018961 0.00032039047024344687 0.0094972262287491872 0.11253396702007318 0.10813531805702344 0.084746675371657046 0.045534949574218997 -0.11393259961469318 -0.11397500781888548 0.087834153934210762 -0.038225494423826695 -0.18648428483331039 0.018075454894462505 -0.072862747636515193 -0.10782901646492511
leaf_weight=1.1443728022277357 1.8730733059346691 1.8526010438799858 1.3961687088012693 2.7984201107174154 2.0684877336025229 1.3931657038629071 2.7799723204225315 1.3388657718896866 2.266063004732132 2.1447637025266855 0.90427084825933035 0.93544957228004921 0.80541506409645225 1.1286925189197061
leaf_count=27 14 28 10 79 22 17 26 33 37 29 8 17 26 27
internal_value=-0.000200962 -0.0424911 0.00482029 0.0220903 0.00316625 -0.012971 -0.0530677 -0.0423011 0.0482318 -0.0809615 -0.096988 0.0855725 -0.122966 -0.0932681
internal_weight=24.8298 8.57039 4.58764 16.2594 12.5255 10.457 6.3179 3.19147 4.13914 4.92474 3.98275 3.73387 2.83838 1.93411
internal_count=400 159 71 241 145 123 72 61 51 55 88 96 61 53
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=15
num_cat=0
split_feature=0 2 0 5 6 6 2 3 4 7 6 0 3 2
split_gain=2.16158 1.89375 2.13971 1.95108 1.89637 3.45779 1.59491 1.21923 0.691631 0.705316 0.459069 0.16117 0.032309 0.00217646
threshold=1.2310286067217675 1.4665339985910546 -0.28914183787250597 1.3794913783510092 -0.34790404838719352 0.59716125547694177 -0.12020700410429565 0.7841278908954854 0.34976011592115724 -0.027433030611688947 1.0362520210430652 -0.45322406499852236 1.0600943199355874 0.87393209929792992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 6 -6 11 9 -4 -7 13 -2 -1
right_child=12 -3 4 -5 5 10 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.10383476642896439 0.10272945570423142 0.10681369273366458 -0.021446493761248298 0.058674312401727102 -0.12160381990031027 0.010056354409249724 -0.0037117459526441639 -0.013572333735238263 0.10868238311950551 0.068949032219666181 0.074561395370510861 -0.15307281753382787 0.13221414183347058 -0.11030125036736481
leaf_weight=2.3402297254651789 0.83788966387510189 1.3517219629138697 1.5165917687118056 1.1137402579188345 3.1127067767083694 2.1180845722556114 1.817621326073992 1.6283245608210561 1.6366915442049501 2.0033501144498649 2.3028045333921909 0.92133754491806863 0.66789161786437035 0.66936639323830593
leaf_count=83 35 25 23 10 34 25 27 27 24 29 29 11 7 11
internal_value=-0.000192612 -0.00794453 -0.0152682 -0.062133 0.00628763 -0.0205602 -0.0781416 -0.0863354 0.0549744 0.0300015 0.0436565 -0.116476 0.115807 -0.105273
internal_weight=24.0384 22.5326 21.1808 6.673 14.5079 9.35122 4.93033 5.55926 5.15663 3.51994 4.42089 3.93093 1.50578 3.0096
internal_count=400 358 333 142 191 115 61 132 76 52 54 105 42 94
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=15
num_cat=0
split_feature=0 1 0 2 2 1 1 4 1 1 7 4 0 2
split_gain=1.99466 1.79664 1.62021 2.3877 1.97882 1.25814 1.53097 1.12343 0.723601 0.254431 0.248221 0.0886561 0.0448271 0.000779256
threshold=-0.96392789512585431 1.5140728210184924 0.3412426421027232 -0.28236538754889867 -1.2467557139116872 -1.027558402731642 0.092745813239987943 -0.16302057088359342 0.64605309983975079 -0.38075329447707956 0.14164218627008104 0.9524999682699038 0.43528521979289553 -0.53463837686850713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 -5 9 -2 -8 -7 -9 12 -6 -14
right_child=1 -3 4 5 11 6 8 10 -10 -11 -12 -13 13 -15
leaf_value=-0.10480933478950501 -0.11691232358455279 -0.0973008519710893 -0.011332407911731544 0.09412771152743088 0.13096336411398732 -0.010581717987664449 0.089420498323863951 -0.050036453985515129 -0.0023417496790186627 -0.063885712097504585 0.013577804361762223 0.07277952006362147 0.10625652055914619 0.1022972507597682
leaf_weight=1.6910599749535347 2.0763736395165324 1.5080773252993811 2.4875185526907444 2.0876455083489462 0.8245190456509589 1.6279522087424996 2.1299133161082868 1.1810995992273157 1.4405786655843256 1.9901979472488101 1.2760951574891803 0.75541103817522515 0.75398344732821065 1.4591096593067043
leaf_count=57 37 18 15 20 8 17 24 22 27 24 18 21 20 72
internal_value=-0.000220442 0.00796838 0.0158704 -0.00328078 0.0579805 0.0257881 0.00594169 -0.0627596 0.0523974 -0.0399021 -0.0169997 0.103437 0.111061 0.103646
internal_weight=23.2895 21.5985 20.0904 13.8099 6.28054 9.27629 7.18864 4.53357 3.57049 3.61815 2.45719 3.79302 3.03761 2.21309
internal_count=400 343 325 189 136 112 92 77 51 41 40 121 100 92
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=15
num_cat=0
split_feature=0 2 0 5 3 2 7 3 5 7 3 0 3 2
split_gain=1.84917 1.58246 1.78695 1.9958 1.93519 2.64083 1.49412 1.27846 1.15798 0.998756 0.600799 0.0776438 0.0236414 0.00181182
threshold=1.2310286067217675 1.4665339985910546 -0.21030415833357849 1.3405076546244128 -0.65420592092965557 -1.3156371387717478 -0.10251035690380735 0.7841278908954854 -0.12877432490733051 -1.0272210697710651 0.81793553731029311 -0.45322406499852236 1.0600943199355874 0.87393209929792992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 -6 9 11 -4 -7 -8 13 -2 -1
right_child=12 -3 4 -5 5 6 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.10327985767091102 0.10226209618287666 0.10040100277408495 0.11919938650543652 0.046223070900885094 -0.1334176889490469 0.039555432968234695 0.088706729134699444 -0.0063778843541556973 0.0021655199350420437 -0.072752868081425878 0.013797450942738005 -0.13473894542545925 0.12913081301743221 -0.10960686501108685
leaf_weight=1.9091427531093361 0.69807946681976207 1.2813323717564333 2.0571970064193015 1.4984839130192993 1.5929549783468289 1.1359427571296694 1.9470428349450069 1.5066224150359628 1.4352742629125774 2.6139646191149986 2.378741716966033 1.3221126655116759 0.61684456933289766 0.59324454888701428
leaf_count=80 35 25 26 15 14 20 35 26 21 38 28 19 7 11
internal_value=-0.000217138 -0.00733099 -0.0142362 -0.0557403 0.00730121 -0.015745 0.00746631 -0.0844004 0.0711029 -0.0387318 0.0475142 -0.115137 0.114866 -0.10478
internal_weight=22.587 21.2721 19.9907 6.82961 13.1611 9.66865 8.07569 5.33112 3.49247 3.74991 4.32578 3.8245 1.31492 2.50239
internal_count=400 358 333 151 182 135 121 136 47 58 63 110 42 91
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=15
num_cat=0
split_feature=0 2 0 1 6 5 2 4 0 2 2 0 2 3
split_gain=1.68822 1.48717 1.44162 1.22561 1.10571 1.67163 1.28007 1.76962 1.72786 0.797481 0.396063 0.0215513 0.000499617 0.000492582
threshold=0.64052737143886262 -1.185093810371838 -0.96392789512585431 1.1116655489749847 1.0362520210430652 -0.94876361658861397 0.20790311503196821 -0.3513930215118069 0.27643413542638351 -1.3156371387717478 -0.067208594777461925 0.17743604930595128 -0.79958969476604469 0.57828274018677384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 5 -4 8 -8 10 -2 11 -7 -11 -3
right_child=9 2 3 -5 -6 6 7 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.10988321223539416 0.012934298505369722 -0.10302525643370819 0.077664507353804826 -0.072336678859601239 0.08790172543668634 -0.10526460713373607 0.11724048765771178 -0.021361156226096432 0.043083830144570262 0.10544119718980793 -0.044862120603568825 -0.12515381718134319 0.10191796874380486 -0.10704135811295151
leaf_weight=1.4634340154007137 1.9250741899013522 0.85577284637839202 2.3937100451439646 1.8407892258837808 1.7872826689854253 1.1965983156114846 1.3769984561949966 2.7827920010313392 1.3988290522247551 0.55502294376492534 1.310827097855497 1.0001759454607961 1.4645537678152312 0.47486566752195358
leaf_count=37 10 39 22 27 27 37 22 31 16 14 14 8 84 12
internal_value=-0.000226364 -0.0132886 -0.00467883 0.00412092 0.0147452 0.00333578 -0.0162889 0.0245196 -0.0508873 0.0589878 -0.0883629 -0.11432 0.102886 -0.104458
internal_weight=21.8267 17.8821 16.4186 15.088 13.2472 11.4599 9.06622 4.15979 4.90643 3.94465 3.5076 2.19677 2.01958 1.33064
internal_count=400 292 255 204 177 150 128 53 75 108 59 45 98 51
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=15
num_cat=0
split_feature=0 0 2 3 1 6 3 5 0 5 5 6 0 3
split_gain=1.55772 1.33204 1.3273 1.71664 1.37259 1.27578 1.2715 1.16807 1.23068 1.09816 0.861379 0.81128 0.0199778 0.0161791
threshold=1.2310286067217675 -0.96392789512585431 -0.56675926494167395 -1.0522086205564072 -1.027558402731642 -0.6670595576520596 1.324272754263794 -1.0146732024737093 -1.0000000180025095e-35 0.39784079600140226 0.36640181667927429 0.23189904395879768 0.25662448602487548 1.0600943199355874
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 7 -6 10 12 -9 -7 -10 -2
right_child=13 2 4 5 6 11 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.10391190252793497 0.10184258973348369 0.067322833008160263 0.084613380731375393 0.018567572680183976 0.10426179867216773 -0.13928115265370153 -0.072841572510816549 -0.086363862629025068 0.12647522284384047 -0.00767077148252424 0.009800615713743438 -0.043655205530016526 0.10263021839008693 0.12571678263861516
leaf_weight=1.3177192909643114 0.57332433015107997 1.240935595706105 2.5350479092449012 1.3493647854775188 1.3468916574493084 1.9401321308687411 1.8407547399401671 1.777128869667653 0.69453489221630194 1.5484976433217523 1.9574221046641467 1.6347385840490458 0.71110354363918304 0.56220893189311028
leaf_count=57 35 17 37 28 21 28 21 30 11 25 22 26 35 7
internal_value=-0.000254718 -0.00675695 0.000134692 -0.0377915 0.018974 -0.0642809 0.0021257 0.0192989 0.00219 0.0504188 -0.0359604 -0.0955527 0.114412 0.113663
internal_weight=21.0298 19.8943 18.5766 6.16517 12.4114 4.92424 9.87633 8.03558 6.68869 2.95414 3.73455 3.57487 1.40564 1.13553
internal_count=400 358 301 99 202 82 165 144 123 71 52 54 46 42
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=15
num_cat=0
split_feature=0 2 0 6 6 5 2 3 4 7 7 0 2 2
split_gain=1.38646 1.33853 1.47349 1.45281 2.43579 1.32533 1.08435 1.03877 0.560579 0.597149 0.336021 0.0715409 0.0120856 0.00166541
threshold=1.2310286067217675 1.4665339985910546 -0.28914183787250597 -0.34790404838719352 0.59716125547694177 1.3794913783510092 -0.10242503193968908 0.7841278908954854 0.34976011592115724 0.53605407341228373 -0.20362631613419299 -0.45322406499852236 -1.0430373911764508 0.87393209929792992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 6 7 -5 11 9 -4 -6 13 -2 -1
right_child=12 -3 3 4 10 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.10299439004408356 0.12310840615231261 0.097703931331108662 -0.0096832713239035518 -0.11016306241727279 0.0030364185306000491 0.048494422781762546 -0.0054173476193945082 -0.012457714845698353 0.10242635319672731 0.079623057259817345 0.062133012295903789 -0.13964056070076133 0.10154449489303913 -0.10952767504951742
leaf_weight=1.6590551342815163 0.51626010797917843 1.1635769447311748 1.8202171986922686 2.7007534494623591 1.6634581508114936 0.98940175957977761 1.5587156182154891 1.5303100934252141 1.4491121806204317 1.2718909326940773 2.282140732742846 0.79235733859241841 0.52340556029230245 0.51014942675828923
leaf_count=83 5 25 36 35 29 10 26 27 24 16 25 11 37 11
internal_value=-0.000251263 -0.0062832 -0.0129213 0.0057235 -0.0193929 -0.0562785 -0.0718323 -0.0793563 0.0511038 0.0270515 0.037218 -0.113924 0.112252 -0.104531
internal_weight=20.4308 19.3911 18.2276 12.7463 8.20507 5.48127 4.25947 4.49187 4.54122 3.09211 3.9456 2.96156 1.03967 2.1692
internal_count=400 358 333 191 115 142 61 132 76 52 54 105 42 94
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=15
num_cat=0
split_feature=0 2 2 3 7 7 0 4 0 0 0 0 0 7
split_gain=1.30622 1.62542 1.19297 1.76166 1.54106 1.11957 0.901564 2.02833 0.859824 2.72669 0.0240787 0.00213672 0.000162661 0.000138331
threshold=0.3412426421027232 -0.77938678126543504 1.0000000180025095e-35 1.324272754263794 1.1958433681289973 -0.70866095319271416 -0.28914183787250597 -0.32135975037157272 0.17743604930595128 -1.0000000180025095e-35 0.41261168010640742 -0.25954698471528537 0.61417942456534058 1.0068767082129002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 8 -4 7 -7 9 11 -3 13 -12 -1
right_child=1 10 3 -5 -6 6 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.10208120594377922 -0.0020824266881085594 0.12768426092890414 -0.055351709531862262 -0.099024822094286119 0.067084965079769118 0.11501453880045701 0.09914534003224873 -0.042493122657380915 -0.13187118056353361 0.087427275059613133 0.10370324948365331 -0.10888263370751237 0.1015922803167964 -0.10438104076862149
leaf_weight=1.0451537715271113 3.5007385965436697 0.47495206538587753 1.3001243639737365 1.2905159052461384 0.93847518041729916 1.3062258632853625 2.1162116555497037 2.1855881866067648 1.6427174657583234 1.0799396838992863 0.52689386159181584 0.911808092147112 1.1881520207971332 0.34881802275776874
leaf_count=65 37 5 27 14 12 18 33 32 14 10 21 18 84 10
internal_value=-0.000277725 0.0401884 -0.0165342 0.00822302 -0.0505511 0.0282581 0.0476415 0.0164277 -0.0725059 -0.0437025 0.107759 -0.105119 0.102241 -0.102657
internal_weight=19.8563 5.69074 14.1656 8.19867 5.96691 6.90815 5.60803 3.49181 5.02844 3.38572 2.19 2.30578 1.71505 1.39397
internal_count=400 147 253 124 129 110 83 50 117 103 110 93 105 75
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
feat_2=184
feat_0=164
feat_1=59
feat_6=36
feat_5=34
feat_4=33
feat_7=23
feat_3=22

parameters:
[boosting: gbdt]
[objective: binary]
[metric: auc]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 40]
[learning_rate: 0.1]
[num_leaves: 15]
[num_threads: 0]
[seed: 1]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 18467]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 26500]
[extra_trees: 0]
[extra_seed: 15724]
[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: 6334]
[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: 41]
[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: 19169]
[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
