tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=71 objective=binary sigmoid:1 feature_names=feat_rsi_7 feat_rsi_14 feat_rsi_20 feat_rsi_35 feat_rsi_40 feat_hurst_23 feat_hurst_115 feat_hurst_230 feat_range_0 feat_range_1 feat_range_6 feat_range_13 feat_range_20 feat_stoch_k_14_3 feat_stoch_k_5_3 feat_stoch_k_21_5 feat_roc_5 feat_roc_10 feat_roc_15 feat_roc_23 feat_roc_230 feat_roc_ma_5_5 feat_roc_ma_5_10 feat_roc_ma_10_10 feat_roc_ma_10_20 feat_roc_ma_20_20 feat_roc_ma_20_40 feat_natr_5 feat_natr_14 feat_natr_21 feat_log_natr_5 feat_log_natr_14 feat_log_natr_21 feat_adx_7 feat_adx_14 feat_adx_30 feat_adx_60 feat_adx_120 feat_adx_240 feat_bbw_10_15 feat_bbw_23_15 feat_bbw_230_15 feat_bb_dev_sig_23_20 feat_bb_dev_sig_30_20 feat_bb_dev_sig_50_25 feat_bb_dev_sig_100_25 feat_bb_dev_sig_200_30 feat_bb_dev_abs_23_20 feat_bb_dev_abs_30_20 feat_bb_dev_abs_50_25 feat_bb_dev_abs_100_25 feat_bb_dev_abs_200_30 feat_kc_dev_sig_5_5_15 feat_kc_dev_sig_23_23_15 feat_kc_dev_sig_230_230_15 feat_kc_dev_abs_5_5_15 feat_kc_dev_abs_23_23_15 feat_kc_dev_abs_230_230_15 feat_atr_ratio_5_15 feat_atr_ratio_10_30 feat_atr_ratio_5_20 feat_atr_ratio_10_20 feat_atr_ratio_10_50 feat_atr_ratio_20_50 feat_atr_ratio_20_100 feat_atr_ratio_50_200 feat_z_atr_7_100 feat_z_atr_14_100 feat_fft_trend_46_2 feat_fft_trend_46_1 feat_vol_skew_20_60 feat_vol_trend_rel_20_3 feature_infos=[4.1749763484354183:96.212335387986641] [10.966258982511313:92.517496243927297] [16.468907115506113:90.087078507891675] [27.039484293527039:84.678819013446542] [29.013799130297478:83.130270689077079] [0.33152586832182823:0.7077237858822738] [0.42546361297143509:0.64561897899545517] [0.43930708454992695:0.61179467957292244] [3:72] [3:72] [3:72] [3:72] [3:72] [4.3362193362194175:97.238551980198395] [5.3948896631815941:96.874084010233375] [3.7798925212719849:94.728835978836258] [-5.118110236220474:9.5700416088765561] [-5.5313588850174238:10.5668299510147] [-8.6736842105263108:11.581920903954801] [-8.0542602797795677:12.056737588652489] [-12.314979277679106:13.754826254826247] [-3.4268845053140553:4.3196054593538733] [-2.0968478461125395:3.1645556938719173] [-4.2761583789777777:4.6015773033765228] [-2.9943118224866723:3.9852662456633334] [-5.004047926257349:7.2317819914433681] [-3.1191328395269409:5.8536556591169049] [0.25163325968078915:2.1365073462993047] [0.29337031073017883:1.3400599022972313] [0.31014292373353891:1.2246883746987789] [0.034364867568213532:0.30613332109044006] [0.04001311917680634:0.17663325445253855] [0.042227424169474372:0.16008649580747275] [13.645078084109318:81.62231358748717] [11.499710303601541:67.671745991757334] [9.4516524907420152:43.02449183403553] [6.2554419163414066:28.676526536230647] [4.7806698962474741:19.058346239590872] [3.6447793211783703:14.825462929762004] [0.38266121751918186:8.648226595188401] [0.45605405524525089:9.6044494340725333] [2.3393660705339157:12.741250003674049] [-105.00949539093789:109.59383889018581] [-118.11579671598213:124.45083255740761] [-98.317369191734755:121.86931469468625] [-86.105378029863616:154.31157296424061] [-64.084940663847561:159.45170862032867] [0.30352683198377634:109.59383889018581] [0.53969126401316925:124.45083255740761] [1.2440524522820986:121.86931469468625] [1.1112520548906071:154.31157296424061] [0.79646224619734329:159.45170862032867] [-75.340953669414333:92.184792901926642] [-216.42613408403665:372.4872430025444] [-351.55648899042029:865.32546793860911] [0.021169217694667144:92.184792901926642] [1.097289416354293:372.4872430025444] [3.4006936388429372:865.32546793860911] [84.529812282037184:212.44710196134] [82.335240588409135:185.28431898245012] [80.404897375064721:249.74302322089815] [88.515579345554215:151.50948395167018] [75.81499158290508:227.64636453718222] [85.651579240002974:150.25222091694198] [79.875131610602082:180.90626291035699] [78.933673219468744:132.15797146693663] [-2.1699130577489312:8.8913995247477295] [-2.4258802301542133:8.4823982174220909] [0.00035493855643284442:0.90548893126221475] [0.078284700593945655:0.95132091959033216] [-1.3675125577718528:4.4177832546674436] [-1:1] tree_sizes=1355 1283 1284 1291 1291 1484 1387 1388 1386 1497 1490 1590 1495 1592 1599 1495 1499 1490 1492 1501 1602 1595 1592 1495 1601 1606 1598 1396 1593 1500 1501 1408 1492 1501 1495 1389 1384 1395 1288 1383 1703 1502 1698 1707 1599 1502 1603 1487 1495 1501 1403 1494 1498 1496 1494 1499 1494 1509 1399 1393 1496 1397 1504 1496 1486 1502 1708 1600 1499 1607 1398 1496 1284 1385 1284 1397 1496 1391 1392 1393 1501 1500 1608 1296 1706 1395 1501 1401 1285 1289 1608 1504 1605 1497 1500 1603 1605 1500 1606 1596 Tree=0 num_leaves=12 num_cat=0 split_feature=27 36 30 35 47 30 47 30 20 33 7 split_gain=7.59045 8.2872 6.82226 5.54777 5.39763 6.25755 6.19464 6.46127 4.15101 3.564 3.27444 threshold=0.40625622354174312 8.9557296341252037 0.060790319285408963 16.482581866615202 25.295110208938272 0.1316194740059464 34.550904170559392 0.087437254808771625 -2.105173872102672 59.645883274750695 0.52271782927992805 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 10 -5 6 -6 8 -8 -9 -4 right_child=1 2 3 4 5 -7 7 9 -10 -11 -12 leaf_value=-0.1981475409420391 -0.15782341383506635 -0.16286392972343794 -0.1981475409420391 -0.1936670823745977 -0.15782341383506632 -0.19310702505366753 -0.17798547738855272 -0.17615256252005396 -0.19814754094203912 -0.15782341383506632 -0.18086577218190791 leaf_weight=2.231914401054385 1.7359334230422998 1.9839239120483423 2.9758858680725124 2.2319144010543814 1.9839239120483387 1.9839239120483387 2.4799048900604248 2.7278953790664673 1.7359334230422954 1.7359334230422971 1.7359334230422971 leaf_count=9 7 8 12 9 8 8 10 11 7 7 7 internal_value=-0.18053 -0.178843 -0.180535 -0.182324 -0.17933 -0.176799 -0.173766 -0.177409 -0.186288 -0.169025 -0.191781 internal_weight=25.543 23.3111 21.5752 19.5912 14.8794 12.6475 10.6636 8.67967 4.21584 4.46383 4.71182 internal_count=103 94 87 79 60 51 43 35 17 18 19 is_linear=0 shrinkage=1 Tree=1 num_leaves=11 num_cat=0 split_feature=31 33 30 65 28 65 8 57 16 20 split_gain=5.70581 6.6778 9.15122 5.78314 4.47253 5.25539 6.17166 3.07133 1.45203 1.29141 threshold=0.05527071919611138 35.029456473167059 0.1316194740059464 97.333772070526862 0.6643433912143909 95.316490962600895 9.5000000000000018 71.01891586884642 -0.75143552679214898 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=-1 3 4 -2 5 7 -7 -3 -5 -6 right_child=1 2 -4 8 9 6 -8 -9 -10 -11 leaf_value=-0.018244685665577659 0.0033712836279044234 0.018137850940661563 -0.011529004386310574 -0.0067434558133428312 0.010294935057481516 0.010342591898265155 -0.014240433868564977 0.0017899758586863584 -0.018257290097125761 0.021787968378602338 leaf_weight=1.7337218970060373 3.2233651131391552 2.7312242239713651 2.972635716199874 1.7343560904264448 1.7380105555057528 1.7373707741498945 2.4776337146759033 1.9840551018714903 2.9725989699363708 2.2348058372735968 leaf_count=7 13 11 12 7 7 7 10 8 12 9 internal_value=-0.000729926 0.00054562 0.00428889 -0.00694805 0.00793304 0.00400618 -0.00410763 0.0112591 -0.0140148 0.01676 internal_weight=25.5398 23.8061 15.8757 7.93032 12.9031 8.93028 4.215 4.71528 4.70696 3.97282 internal_count=103 96 64 32 52 36 17 19 19 16 is_linear=0 shrinkage=0.01 Tree=2 num_leaves=11 num_cat=0 split_feature=51 57 20 20 32 5 7 38 58 23 split_gain=5.35515 5.93302 5.27985 7.96981 5.48554 7.39438 3.92221 5.11531 2.68045 1.12552 threshold=8.8399908480707641 20.889042762837089 2.2294555396177422 4.6434213254611398 0.10135377486677159 0.45737420676602664 0.53489528902825689 8.9114261824767826 122.86437851752213 0.11422443337812999 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 5 -2 -7 -8 -4 -3 right_child=2 9 3 -5 -6 6 7 -9 -10 -11 leaf_value=-0.0049145121690986459 -0.018158180963101886 0.010285773898814113 0.021725979918531528 -0.0081639008706115377 -0.018208091370601902 -0.0093013364211559455 0.015125315596445683 -0.0048992398903184662 0.0047155748146303147 0.021664290716306857 leaf_weight=2.231497228145602 2.4741061776876467 1.7377534955739977 1.9872673600912087 2.9719583541154861 3.2183921635150901 2.2294344305992126 2.9783535599708557 2.2314856499433517 1.7352201640605924 1.7395608574151991 leaf_count=9 10 7 8 12 13 9 12 9 7 7 internal_value=-0.000722847 0.00781139 -0.00318022 0.0040474 -0.00686479 -0.00318217 0.00179846 0.00654837 0.0137967 0.015978 internal_weight=25.535 5.70881 19.8262 6.69445 13.1318 9.91338 7.43927 5.20984 3.72249 3.47731 internal_count=103 23 80 27 53 40 30 21 15 14 is_linear=0 shrinkage=0.01 Tree=3 num_leaves=11 num_cat=0 split_feature=48 20 30 28 33 55 35 5 70 23 split_gain=5.54687 5.50642 4.96158 7.45389 7.52669 4.79563 3.30771 3.12347 1.2281 1.15794 threshold=29.579504970445917 -0.2393914613757375 0.1316194740059464 0.71071281388411378 35.029456473167059 19.591007846921787 21.82250807282151 0.52433053957172271 -1.0000000180025095e-35 0.034305250803045105 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 9 6 -6 -7 -5 -2 right_child=2 -3 -4 8 5 7 -8 -9 -10 -11 leaf_value=-0.018059254870530499 -0.01817900349219919 0.0017770525849056982 -0.010764593897940877 0.010144617360093351 0.0050000491205451601 -0.010181214175085336 0.021655272244481109 0.0056924362161748518 0.021649784873424904 -0.0066156524174353828 leaf_weight=3.2123297154903412 1.7323830276727741 2.4796517491340664 2.7201300710439673 1.7395007014274599 2.9789857268333417 2.4763282835483551 1.9882626980543134 2.4820965230464935 1.9882419258356083 1.7316271662712095 leaf_count=13 7 10 11 7 12 10 8 10 8 7 internal_value=-0.00071586 -0.00941778 0.00178098 0.00377459 0.000292744 0.00472196 0.0116667 -0.00223516 0.0162811 -0.0123986 internal_weight=25.5295 5.69198 19.8376 17.1174 13.3897 9.92567 4.96725 4.95842 3.72774 3.46401 internal_count=103 23 80 69 54 40 20 20 15 14 is_linear=0 shrinkage=0.01 Tree=4 num_leaves=11 num_cat=0 split_feature=27 36 30 34 30 29 37 47 49 47 split_gain=7.21547 7.80961 6.49241 6.76925 7.54118 7.85535 7.17303 3.56682 3.56582 0.368078 threshold=0.40625622354174312 8.9557296341252037 0.060790319285408963 24.082179396942397 0.1316194740059464 0.62827962845610763 8.6062442190710211 51.415639130592922 36.217720516652584 28.288995222490552 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 8 5 6 -5 -8 9 -4 right_child=1 2 3 4 -6 -7 7 -9 -10 -11 leaf_value=-0.017935034446629718 0.021289260421092266 0.016495756479109829 -0.012201938259197189 -0.014121818452373161 -0.013946936922683711 0.018436759287769139 0.014309335179000396 -0.0033039561730177592 -0.0003136240049091127 -0.018104332854593886 leaf_weight=2.220090106129649 1.7435115724802042 1.9897490888834024 1.7278084456920648 2.4739263206720334 2.4688837379217139 3.2329825758934021 2.7336964160203934 1.9842981398105619 2.228718101978302 2.7194427847862244 leaf_count=9 7 8 7 10 10 13 11 8 9 11 internal_value=-0.000708959 0.000932178 -0.000714094 -0.0024639 0.00176809 0.00548981 -0.000330231 0.00690152 -0.0106374 -0.0158112 internal_weight=25.5231 23.303 21.5595 19.5698 12.8938 10.4249 7.19192 4.71799 6.67597 4.44725 internal_count=103 94 87 79 52 42 29 19 27 18 is_linear=0 shrinkage=0.01 Tree=5 num_leaves=13 num_cat=0 split_feature=36 47 41 35 5 35 39 36 39 69 58 37 split_gain=8.22616 7.51087 7.11167 5.63569 10.0216 5.20173 6.32763 9.31381 5.03798 3.60634 1.30694 0.364279 threshold=14.492606144896122 28.288995222490552 9.14595038591745 24.773334339899915 0.5343238020938893 17.395538211476516 1.072088155279886 8.9557296341252037 1.4094115471213511 0.77179646668266477 113.74131185827505 7.2317765816530697 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 -3 9 6 -1 -8 -7 -5 -9 -10 right_child=1 2 -4 4 -6 8 7 10 11 -11 -12 -13 leaf_value=0.016660451534387163 -0.017951076952402653 -0.014922312181792682 0.016557635436919311 0.021524009230877651 -0.018106616595508253 -0.00094274002942005717 0.012448202168687113 -0.018139996980262887 0.015800835322289718 0.0017987696915012625 -0.0065530232972019651 0.021768295091339339 leaf_weight=1.9869869947433487 3.2071338146924964 3.2102728784084302 1.9889074265956868 1.7403934597969057 1.7304350584745405 1.73230980336666 2.2394887357950211 2.2259930521249776 1.7399553656578062 1.9829150587320326 1.7300132066011427 2.4823972582817078 leaf_count=8 13 13 8 7 7 7 9 9 7 8 7 10 internal_value=0.000939833 -0.0045346 -0.000495485 -0.00441019 0.00177763 0.00630697 0.00113234 -0.00384775 0.0134176 0.011019 -0.0130729 0.0193092 internal_weight=27.9972 13.8601 10.6529 8.66402 5.45374 14.1371 8.18248 6.19549 5.95466 3.72331 3.95601 4.22235 internal_count=113 56 43 35 22 57 33 25 24 15 16 17 is_linear=0 shrinkage=0.01 Tree=6 num_leaves=12 num_cat=0 split_feature=16 5 68 20 71 58 50 57 65 9 67 split_gain=5.96046 11.0056 7.99235 6.63496 5.67977 3.97454 3.83872 6.33405 3.73125 2.50145 5.87736 threshold=-0.23501737643137896 0.52254804383214071 0.03658144763052576 -3.5500641807122473 -0.16396396763396831 92.109453459719944 31.718346102126841 133.24449764771603 105.92352429191313 13.500000000000002 0.075724827052155774 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 -2 -4 5 -5 -6 -8 -3 10 -1 right_child=2 8 3 4 6 -7 7 -9 -10 -11 -12 leaf_value=0.0213018916366471 -0.017850017433136391 -0.013905650748734302 -0.017973330586109601 -0.017912160479672354 0.01769374550972538 0.0018548570769217527 -0.012409542999669336 0.011644213716414154 0.0039370674367478434 0.02128859554645627 -0.0030306477123662012 leaf_weight=1.9919692128896733 2.95572002232075 2.4673546403646469 1.7267377972602869 1.7260222584009186 2.7375890314578939 2.4769206345081329 1.7309975177049635 2.9784292578697205 2.232435941696167 2.9879942685365677 1.9787763804197309 leaf_count=8 12 10 7 7 11 10 7 12 9 12 8 internal_value=0.000930532 0.00639232 -0.00296824 0.000320042 0.00303146 -0.00626286 0.00827698 0.00280301 -0.00543023 0.014377 0.00917604 internal_weight=27.9909 11.6585 16.3324 13.3767 11.65 4.20294 7.44702 4.70943 4.69979 6.95874 3.97075 internal_count=113 47 66 54 47 17 30 19 19 28 16 is_linear=0 shrinkage=0.01 Tree=7 num_leaves=12 num_cat=0 split_feature=36 47 29 50 27 64 45 6 39 6 39 split_gain=7.98243 7.24781 7.55196 6.33045 7.59631 5.04042 8.01535 7.57723 9.57734 3.39906 0.320163 threshold=14.492606144896122 28.288995222490552 0.69957675141545994 28.377197628900664 0.60651121453912571 101.4102612152078 34.207397464947455 0.49016832209289934 1.4876360749509776 0.52244365686632666 1.7480309308621278 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 4 -3 6 7 -1 -9 -7 -5 right_child=1 2 -4 10 -6 9 -8 8 -10 -11 -12 leaf_value=0.021074740876361079 -0.017689213081474718 0.016473842113298602 0.012246348724725836 -0.012177991119954807 -0.012199255488845387 0.0062433604790244016 -0.018015197207033703 -0.017772343255324733 0.012468967487647999 0.021394986616603245 -0.018072675377852013 leaf_weight=2.2433762103319186 3.1939202547073355 1.9886326044797882 3.2308248579502106 1.7257436960935595 1.7258068174123762 3.225798323750495 1.7285640984773634 1.9683386683464048 2.2378682941198349 2.7367532253265381 1.9769103229045866 leaf_count=9 13 8 13 7 7 13 7 8 9 11 8 internal_value=0.000921406 -0.00447696 -0.000513855 -0.00607209 0.00315172 0.00620568 0.00110784 0.00623304 -0.00168277 0.0131978 -0.0153253 internal_weight=27.9825 13.8418 10.6479 7.41709 3.71444 14.1407 8.17815 6.44958 4.20621 5.96255 3.70265 internal_count=113 56 43 30 15 57 33 26 17 24 15 is_linear=0 shrinkage=0.01 Tree=8 num_leaves=12 num_cat=0 split_feature=36 47 49 36 7 64 45 6 39 6 46 split_gain=7.82552 7.12482 6.13765 9.7395 5.50362 4.93193 7.86747 7.41695 9.39824 3.32381 2.80771 threshold=14.492606144896122 28.288995222490552 42.255944835103499 19.009158859778285 0.52819194761384558 101.4102612152078 34.207397464947455 0.49016832209289934 1.4876360749509776 0.52244365686632666 2.7525683881855256 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 4 -3 6 7 -1 -9 -7 -4 right_child=1 2 10 -5 -6 9 -8 8 -10 -11 -12 leaf_value=0.020843963344316933 -0.017554432419898531 -0.017716395209581678 -0.00085311532085015991 0.020976499160890234 0.0055574774296852725 0.0061779281289503834 -0.017872120132282527 -0.017635456312857848 0.012334807040994728 0.021154090480526789 -0.017849911907594013 leaf_weight=2.2455206662416476 3.1862963140010825 1.7201567888259868 1.7304588854312899 2.4939309805631638 2.4821905195713043 3.2273561209440222 1.7249960005283353 1.9638034105300901 2.2395778447389603 2.7402212917804718 2.2171067148447037 leaf_count=9 13 7 7 10 10 13 7 8 9 11 9 internal_value=0.000912435 -0.00443606 -0.000509004 0.00532142 -0.00396927 0.00614318 0.0010972 0.00617124 -0.00166718 0.0130548 -0.0103992 internal_weight=27.9716 13.8301 10.6438 6.69628 4.20235 14.1415 8.1739 6.4489 4.20338 5.96758 3.94757 internal_count=113 56 43 27 17 57 33 26 17 24 16 is_linear=0 shrinkage=0.01 Tree=9 num_leaves=13 num_cat=0 split_feature=36 47 29 50 30 35 16 30 31 68 30 56 split_gain=7.67284 7.00476 7.29339 6.13598 7.36988 4.92678 6.50149 5.09449 3.69339 2.37822 0.336021 0.303188 threshold=14.492606144896122 28.288995222490552 0.69957675141545994 28.377197628900664 0.08266494403668348 17.395538211476516 0.18547343952927123 0.076511537063924981 0.069074272840453435 0.23453506882176528 0.10845554267559578 96.32780477268615 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 4 -3 6 7 -1 -7 -8 -10 -5 right_child=1 2 -4 11 -6 8 9 -9 10 -11 -12 -13 leaf_value=0.02080226127531316 -0.017423014777059657 0.016201084397744009 0.012022976862903425 -0.01204309759223649 -0.012052189341868264 0.0018183835556384012 -0.017717569761930424 -0.0002226768129527899 0.021093535231945792 -0.0011185806605185789 0.015241790624583569 -0.017788186336054404 leaf_weight=1.9963991492986695 3.1782665997743598 1.9910515695810302 3.2344163060188293 1.7219568341970446 1.721542954444885 1.9774098396301258 1.720394089818001 2.7263117879629135 2.2432146221399312 1.7322652935981748 1.7443412989377973 1.9688959568738935 leaf_count=8 13 8 13 7 7 8 7 11 9 7 7 8 internal_value=0.000903688 -0.00439628 -0.000504296 -0.00597721 0.00309994 0.00608214 0.00104015 0.00866505 0.0129925 -0.00938954 0.0185337 -0.0151078 internal_weight=27.9565 13.8161 10.6379 7.40345 3.71259 14.1403 8.17537 4.72271 5.96497 3.45266 3.98756 3.69085 internal_count=113 56 43 30 15 57 33 19 24 14 16 15 is_linear=0 shrinkage=0.01 Tree=10 num_leaves=13 num_cat=0 split_feature=64 51 5 14 27 50 5 14 53 64 20 68 split_gain=5.95747 13.1674 9.56163 6.75841 6.49314 5.42057 3.76463 5.48859 3.31116 2.54253 0.349579 0.00521083 threshold=101.4102612152078 7.9093415450972513 0.5034194201536808 34.32470853954171 0.9723171929187151 51.907464717669917 0.51955692303107504 79.838630204483422 -73.839848532587311 92.186757983740392 4.3260080002765831 0.35259379482968428 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 8 -3 5 -4 11 -8 -2 -1 -10 -5 right_child=2 3 4 6 -6 -7 7 -9 10 -11 -12 -13 leaf_value=0.021058196049594018 0.0040525905978016016 0.0049422996767160363 -0.0060235515427388654 -0.017431300409911893 -0.017915206144956813 0.016150840532458282 0.0066916734611382903 -0.017736756926650953 0.020911759044118506 0.0044973882541520308 0.015278351635278615 -0.01805232923682068 leaf_weight=1.9931668788194685 2.2269783020019531 2.9730051755905142 2.4689980000257492 2.6893616765737516 1.9715007692575452 1.9916977435350416 1.9812007546424868 1.7167155444622038 2.9922310262918455 1.7331731170415876 1.7433292567729948 2.7151057720184326 leaf_count=8 9 12 10 11 8 8 8 7 12 7 7 11 internal_value=0.00108181 -0.00307712 0.00598807 -0.00814806 -0.00280221 0.0038773 -0.0124236 -0.00464895 0.0141088 0.0133555 0.0188379 -0.0177433 internal_weight=29.1965 15.8017 13.3947 12.0754 6.4322 4.4607 9.10238 3.69792 6.96254 3.72634 4.73556 5.40447 internal_count=118 64 54 49 26 18 37 15 28 15 19 22 is_linear=0 shrinkage=0.01 Tree=11 num_leaves=14 num_cat=0 split_feature=64 51 5 14 7 6 7 53 64 47 20 40 68 split_gain=5.83993 12.9095 9.36339 6.63804 6.3581 5.86087 5.30515 3.24134 2.48806 0.439081 0.342071 0.00424414 0.00143612 threshold=101.4102612152078 7.9093415450972513 0.5034194201536808 34.32470853954171 0.56264770063020242 0.56365624675106507 0.5235863683804326 -73.839848532587311 92.186757983740392 14.611643789893437 4.3260080002765831 2.1115823989231672 0.177953431390688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 7 -3 6 9 -4 -2 -1 -5 -9 12 -11 right_child=2 3 4 5 -6 -7 -8 10 -10 11 -12 -13 -14 leaf_value=0.020828216020410004 0.0040106252590284457 0.0048910172648676652 -0.0059710226349243157 -0.011795963649311889 -0.017756442436824411 0.0041766974412520029 0.015963120234438508 0.020686283328120111 0.0044508408096930446 -0.017226247700295169 0.015115657487286502 -0.017991414864310006 -0.017612490266490161 leaf_weight=1.9950135052204161 2.2277737706899643 2.9741297215223303 2.4685951173305511 1.7123852521181087 1.9664810597896574 1.7408599853515623 1.9929088354110716 2.9945847392082197 1.7337827533483503 2.1910434365272526 1.7444664388895033 1.725372716784477 1.7170533984899519 leaf_count=8 9 12 10 7 8 7 8 12 7 9 7 7 7 internal_value=0.00107134 -0.00304879 0.00592809 -0.00807643 -0.0027761 -0.0123207 0.00382674 0.0139591 0.0132132 -0.0162304 0.0186357 -0.0175783 -0.0173959 internal_weight=29.1845 15.7896 13.3948 12.0608 6.42799 9.08671 4.4615 6.96682 3.7288 7.34585 4.73905 5.63347 3.9081 internal_count=118 64 54 49 26 37 18 28 15 30 19 23 16 is_linear=0 shrinkage=0.01 Tree=12 num_leaves=13 num_cat=0 split_feature=36 7 38 52 65 0 68 20 36 66 52 55 split_gain=5.7805 6.67021 6.25599 5.92901 10.2397 5.09519 5.40539 6.52295 4.58151 1.60323 1.34457 0.00299791 threshold=13.550524893378153 0.53874787338418695 8.5667373939807963 -6.3439522775262951 94.084525126015606 67.493409417456618 0.6163110150338188 2.2294555396177422 20.445993483933076 -0.25539940996521365 5.7141746805868268 19.591007846921787 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 -4 -5 6 7 -1 9 -2 -3 -11 right_child=2 10 3 4 -6 -7 -8 -9 -10 11 -12 -13 leaf_value=-0.0087102941624569562 -0.0061455404071778597 0.0093714780950415744 0.016758775486520164 0.010612409180308438 -0.017560025129024288 -0.010575932085679902 0.020849114401517911 0.012868514561186557 0.0043823109967325918 -0.017455354387214392 0.020821382468274422 -0.018007727215697565 leaf_weight=3.2021809220314044 1.7151942104101179 1.7415170818567265 2.2380409389734268 2.725876197218895 2.4494831115007401 2.7058980464935303 1.7446091026067732 2.4902288466691971 1.7314302027225492 1.9563592672348007 2.4948733597993851 1.9739100337028501 leaf_count=13 7 7 9 11 10 11 7 10 7 8 10 8 internal_value=0.00106108 0.00557586 -0.00332825 0.00315941 -0.00272153 0.0011742 0.00544938 0.000729675 -0.00984801 -0.0142124 0.0161145 -0.0177328 internal_weight=29.1696 14.3793 14.7903 7.4134 5.17536 10.1429 7.43702 5.69241 7.37689 5.64546 4.23639 3.93027 internal_count=118 58 60 30 21 41 30 23 30 23 17 16 is_linear=0 shrinkage=0.01 Tree=13 num_leaves=14 num_cat=0 split_feature=51 64 7 6 14 33 7 5 55 5 42 51 55 split_gain=5.6157 10.5773 9.03999 6.40374 7.49571 5.59567 5.45189 8.28207 4.50602 0.443416 0.335919 0.00562999 0.00483995 threshold=8.8399908480707641 101.4102612152078 0.56264770063020242 0.56791839240208131 34.32470853954171 39.979702058574162 0.5235863683804326 0.48404892663443211 19.852488396232328 0.54889106881412042 43.563274986071995 34.950398482544166 15.835298722453553 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 6 4 -2 -1 7 -3 -4 12 -7 -8 -6 right_child=1 2 8 -5 9 10 11 -9 -10 -11 -12 -13 -14 leaf_value=-0.0032579898354400051 0.0033227887679630769 0.020968284787874537 0.0043802564638407175 0.0099404338986539519 -0.017122790348724864 0.014696828054161455 0.019975967337149955 -0.0069667837038855304 -0.017743664545715417 -0.011639124634860117 0.020902066869596076 0.020753062146749799 -0.017715237081813578 leaf_weight=1.9761099815368677 2.7251995652914065 1.7441923916339854 1.7308491766452783 1.7403779178857792 2.428544282913208 1.7434426099061968 1.999398931860924 2.7107117623090744 1.9665582180023191 1.7066414058208463 1.7461766153573988 1.7468596547842024 3.1904940903186798 leaf_count=8 11 7 7 7 10 7 8 11 8 7 7 7 13 internal_value=0.00105089 -0.00105717 0.00559462 -0.00776951 -0.0108361 0.0101878 0.0114472 0.00397041 -0.0073869 -0.0161033 0.0178019 0.0203383 -0.0174592 internal_weight=29.1556 23.6898 11.8986 11.7913 10.0509 5.46573 8.20116 4.4549 3.69741 7.32568 3.48962 3.74626 5.61904 internal_count=118 96 48 48 41 22 33 18 15 30 14 15 23 is_linear=0 shrinkage=0.01 Tree=14 num_leaves=14 num_cat=0 split_feature=36 7 38 52 65 21 65 35 36 70 66 52 9 split_gain=5.60162 6.40611 6.07794 5.73784 9.96341 5.19534 5.49979 4.69964 4.46563 4.04116 1.58311 1.28315 0.00159577 threshold=13.550524893378153 0.53874787338418695 8.5667373939807963 -6.3439522775262951 94.084525126015606 0.13975481449251112 95.546595315900404 16.482581866615202 20.445993483933076 0.16603660093506639 -0.25539940996521365 5.7141746805868268 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 -4 -5 6 -1 -7 10 -8 -2 -3 -12 right_child=2 11 3 4 -6 7 9 -9 -10 -11 12 -13 -14 leaf_value=0.020528837326102025 -0.006014708547566072 0.0092181198705268679 0.016473971847639469 0.010449261022485761 -0.017367446977557252 -0.017521037606264115 -0.0089145992752752527 0.0045174170644518771 0.0043281102018226424 0.010715358176932026 -0.017315436440844417 0.020401921783791757 -0.017722465196249801 leaf_weight=1.9973489642143265 1.7106763422489164 1.740964114665984 2.2408652156591415 2.7268210500478745 2.4397180676460266 2.2010559588670735 2.2155689001083374 1.7266897261142728 1.7303807586431501 1.9913368821144102 1.7066718190908416 2.4976566582918167 2.2111101001501083 leaf_count=8 7 7 9 11 10 9 9 7 7 8 7 10 9 internal_value=0.00104097 0.00548557 -0.00328455 0.00311007 -0.00268621 0.00116716 0.00686468 -0.00783264 -0.00972137 0.000377232 -0.0140407 0.0158083 -0.0175452 internal_weight=29.1369 14.3706 14.7662 7.4074 5.16654 10.132 6.20425 3.92775 7.35884 4.20691 5.62846 4.23862 3.91778 internal_count=118 58 60 30 21 41 25 16 30 17 23 17 16 is_linear=0 shrinkage=0.01 Tree=15 num_leaves=13 num_cat=0 split_feature=55 51 6 69 57 49 68 23 6 39 69 15 split_gain=8.45089 6.31218 10.3428 6.44315 5.8847 6.77295 6.81025 4.11993 1.89585 1.21264 0.32784 0.00621614 threshold=5.8816146897299246 9.1720509670025852 0.5650991349286677 0.87478314730986806 133.24449764771603 41.262979190392649 0.32649406329450326 0.034305250803045105 0.48560509824694559 2.4507957886285587 0.70629170045318779 51.897003745318507 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 7 4 9 8 6 -6 -2 -3 -4 -1 -10 right_child=1 2 3 -5 5 -7 -8 -9 11 -11 -12 -13 leaf_value=-0.011392700811161279 0.0011439681892163531 -0.0062494849863105372 0.020783836957092371 -0.0066175044220427182 0.02019687080858254 -0.011261103941180748 -0.0062608988602849162 0.020454767692502585 -0.01789212528943793 0.0099005019622171835 -0.017248314942101179 -0.017088921673078322 leaf_weight=1.6967008411884337 1.9821606874465967 2.4688253104686755 2.4946979731321326 1.7240042239427564 2.2485167235136037 2.9508303552865982 1.7148398607969282 2.4960759431123734 1.7246000319719317 1.7363474965095518 2.1905656605958939 2.1834264695644379 leaf_count=7 8 10 10 7 9 12 7 10 7 7 9 9 internal_value=-0.00102526 0.00121414 -0.001274 0.00967775 -0.00618094 0.000209273 0.00874929 0.0119074 -0.0131096 0.0163175 -0.0146925 -0.0174434 internal_weight=27.6116 23.7243 19.2461 5.95505 13.291 6.91419 3.96336 4.47824 6.37685 4.23105 3.88727 3.90803 internal_count=112 96 78 24 54 28 16 18 26 17 16 16 is_linear=0 shrinkage=0.01 Tree=16 num_leaves=13 num_cat=0 split_feature=55 51 6 69 57 49 13 23 20 26 69 18 split_gain=8.30266 6.18535 10.1416 6.30982 5.78122 6.6438 4.07506 4.03589 3.23395 1.22822 0.323635 0.00731195 threshold=5.8816146897299246 9.1720509670025852 0.5650991349286677 0.87478314730986806 133.24449764771603 41.262979190392649 22.777588437813396 0.034305250803045105 2.2294555396177422 -0.21440325079286121 0.70629170045318779 -0.24396401535591858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 7 4 9 8 6 -6 -2 11 -4 -1 -3 right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12 -13 leaf_value=-0.011299944299854139 0.0011324561518442117 -0.017822606998175707 0.020639499028771217 -0.0065558440808089211 0.020069559233554104 -0.011163010811737791 -0.00035327819872936413 0.020243565818342687 -0.0013440895083878057 0.0096907236573292709 -0.017124546999209737 -0.017018993943820091 leaf_weight=1.69353795051575 1.9822869747877145 1.9691140949726103 2.4954102635383606 1.7228228598833082 1.7494875788688662 2.9470117688179016 2.2127426117658615 2.4968918859958649 1.731912702322006 1.7383074015378941 2.1843649744987488 2.6641062647104281 leaf_count=7 8 8 10 7 7 12 9 10 7 7 9 11 internal_value=-0.00101596 0.00120265 -0.00126234 0.00957853 -0.0061269 0.000207289 0.00866424 0.0117858 -0.0130026 0.0161441 -0.0145809 -0.0173605 internal_weight=27.588 23.7101 19.2309 5.95654 13.2744 6.90924 3.96223 4.47918 6.36513 4.23372 3.8779 4.63322 internal_count=112 96 78 24 54 28 16 18 26 17 16 19 is_linear=0 shrinkage=0.01 Tree=17 num_leaves=13 num_cat=0 split_feature=55 51 6 57 49 68 6 41 65 58 5 0 split_gain=8.15776 6.06178 9.94503 5.68126 6.51658 6.64663 5.17783 3.47226 3.20754 2.32417 0.314535 0.00591536 threshold=5.8816146897299246 9.1720509670025852 0.5650991349286677 133.24449764771603 41.262979190392649 0.32649406329450326 0.58066879671270166 3.8247175513426215 96.632565611154845 114.79974530015706 0.51955692303107504 69.850555896738072 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 8 3 7 5 -5 -4 -3 -2 -8 -1 -9 right_child=1 2 6 4 -6 -7 9 11 -10 -11 -12 -13 leaf_value=-0.016985605172043165 0.020098614349343603 -0.00074821054885796366 0.02045904131676651 0.019884425121880499 -0.011066325456497623 -0.0062591408668692932 -0.0066646869152208969 -0.01769965843309261 0.003174755194008427 0.0097243467651315571 -0.011237275134422913 -0.016975304668719784 leaf_weight=2.1763211935758622 2.2477896064519909 1.7164636999368683 2.4962379336357108 2.2485737353563313 2.9430517554283142 1.7135199308395384 1.7233826071023943 2.7005387246608734 2.2318081855773926 1.737835571169853 1.6918968856334684 1.9353739023208616 leaf_count=9 9 7 10 9 12 7 7 11 9 7 7 8 internal_value=-0.0010068 0.00119134 -0.00125083 -0.00607344 0.000205306 0.0085779 0.00948125 -0.0128986 0.0116669 0.00156405 -0.0144714 -0.0173973 internal_weight=27.5628 23.6946 19.215 13.2575 6.90515 3.96209 5.95746 6.35238 4.4796 3.46122 3.86822 4.63591 internal_count=112 96 78 54 28 16 24 26 18 14 16 19 is_linear=0 shrinkage=0.01 Tree=18 num_leaves=13 num_cat=0 split_feature=55 51 6 57 49 68 6 20 65 65 46 15 split_gain=8.01613 5.9409 9.75316 5.58217 6.39318 6.51554 5.07185 3.18095 3.14423 2.28631 0.313733 0.00538524 threshold=5.8816146897299246 9.1720509670025852 0.5650991349286677 133.24449764771603 41.262979190392649 0.32649406329450326 0.58066879671270166 2.2294555396177422 96.632565611154845 106.96212474013807 -15.647996753865415 59.179566563467738 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 8 3 7 5 -5 -4 11 -2 -8 -1 -3 right_child=1 2 6 4 -6 -7 9 -9 -10 -11 -12 -13 leaf_value=-0.011130553544801022 0.019898063880108976 -0.017490885338377962 0.020247664926008737 0.019690053560300597 -0.010971009478890041 -0.0062013301501474619 0.0096255674961081179 -0.0012299021817483223 0.0031425572825430443 -0.0066303103293626243 -0.016878838216204745 -0.016806656426578984 leaf_weight=1.6879175305366518 2.2477402240037945 2.202000096440317 2.4970699101686469 2.2480651438236241 2.9389552623033524 1.712205573916435 1.7412946820259096 1.7294628471136091 2.2321263253688812 1.7196262478828428 2.1702888458967236 2.4083407521247864 leaf_count=7 9 9 10 9 12 7 7 7 9 7 9 10 internal_value=-0.000997814 0.00118024 -0.00123956 -0.0060212 0.000203395 0.00849603 0.00938557 -0.0127951 0.0115495 0.00154852 -0.014364 -0.0171335 internal_weight=27.5351 23.6769 19.197 13.239 6.89923 3.96027 5.95799 6.3398 4.47987 3.46092 3.85821 4.61034 internal_count=112 96 78 54 28 16 24 26 18 14 16 19 is_linear=0 shrinkage=0.01 Tree=19 num_leaves=13 num_cat=0 split_feature=55 51 67 58 38 56 28 47 65 46 69 66 split_gain=7.87761 5.82302 6.14769 9.96304 4.69422 5.61128 3.71183 3.19377 3.08331 1.24484 0.319104 0.00576234 threshold=5.8816146897299246 9.1720509670025852 0.3864540091910697 127.63034250954506 7.2898934386653851 51.795405684979251 0.58738544736918974 56.067394520677944 96.632565611154845 -17.357529127098218 0.70629170045318779 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 8 4 6 5 -3 -4 11 -2 -8 -1 -6 right_child=1 2 3 -5 7 -7 9 -9 -10 -11 -12 -13 leaf_value=-0.010990716895464983 0.01970343933490706 0.015074587343774513 -0.001086244446226203 -0.010738085920813645 -0.016823333594731184 -0.0089375305278270901 0.0093327133772874663 -0.0010104814243838735 0.0031107060242157114 0.019976695689586016 -0.016796322516054223 -0.017572111216626236 leaf_weight=1.6819406002759962 2.2472454309463528 1.7419606298208257 1.7179828286170939 2.9282866567373276 1.9262213855981878 2.2051920294761658 1.7346822321414945 1.7216747999191282 2.2324303835630417 2.9972777515649796 2.1659652590751648 2.2034402638673729 leaf_count=7 9 7 7 12 8 9 7 7 9 12 9 9 internal_value=-0.000989022 0.00116939 -0.00122853 0.00455893 -0.00676777 0.00165952 0.0115038 -0.0124526 0.0114345 0.0160747 -0.0142587 -0.0172229 internal_weight=27.5043 23.6564 19.1767 9.37823 9.79849 3.94715 6.44994 5.85134 4.47968 4.73196 3.84791 4.12966 internal_count=112 96 78 38 40 16 26 24 18 19 16 17 is_linear=0 shrinkage=0.01 Tree=20 num_leaves=14 num_cat=0 split_feature=20 33 41 29 5 51 51 22 26 5 39 65 55 split_gain=6.22685 6.58718 6.77848 6.52919 6.46215 5.01048 4.45533 3.36917 3.01535 2.81506 2.15307 1.07943 0.00595899 threshold=2.2294555396177422 35.863380262779678 7.4415629724502068 0.58035976135818113 0.45737420676602664 32.419841571921559 9.4660778909868952 0.652680119880371 -1.378863751265623 0.53122702185886006 1.4278883894497474 102.23071224326888 12.19371470234668 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 6 -2 11 -3 -4 -1 -5 -8 -6 -10 right_child=4 2 7 9 5 -7 10 -9 12 -11 -12 -13 -14 leaf_value=-0.00087367041047159248 0.019724508703901161 0.010080009587519603 -0.017866983704673555 0.020157546293641641 0.0038123503275723286 -0.0093033807630619452 -0.016796806914412234 -0.00041184496340043546 -0.016591391435402791 0.0041310882009415687 -0.00088966222277828773 0.014961785382653373 -0.017403881335158862 leaf_weight=1.7132743895053861 2.9961269944906217 1.9874183982610683 2.2114745676517478 2.9926832318305969 1.7309301644563677 2.4349688142538071 1.6848230212926867 2.2117291390895844 1.913369864225394 1.7293327599763868 1.7190874963998792 1.7424609363079069 1.7089153975248335 leaf_count=7 12 8 9 12 7 10 7 9 8 7 7 7 7 internal_value=0.000812428 -0.00230142 0.00118667 0.00570269 0.00776158 0.00169519 -0.00181697 -0.00913891 -0.0118046 0.0142882 -0.00876317 0.00940557 -0.0169747 internal_weight=28.7766 19.8721 14.5365 10.1133 8.90449 5.90836 5.39133 4.4232 5.33556 4.72202 3.40391 3.47339 3.62229 internal_count=117 81 59 41 36 24 22 18 22 19 14 14 15 is_linear=0 shrinkage=0.01 Tree=21 num_leaves=14 num_cat=0 split_feature=20 51 6 65 20 41 45 70 60 37 52 0 16 split_gain=6.1061 6.06345 7.67917 6.07547 6.04375 9.35581 5.3335 4.75084 2.85123 2.78354 0.00767609 0.00652587 0.0033783 threshold=2.2294555396177422 7.9093415450972513 0.5650991349286677 97.333772070526862 4.9561545582797466 9.14595038591745 -35.540128989825774 -0.036626159918112085 121.16585031690762 7.7535384838674606 -8.8885496092300098 43.619951712564706 1.2104402505027203 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 -4 8 -6 -3 -1 10 -8 -2 -11 -13 right_child=4 2 3 -5 5 -7 9 -9 -10 11 -12 12 -14 leaf_value=-0.0041738117770924931 0.019330392138246295 0.0038175907060133112 0.02018156429684928 -0.0037232421858207966 -0.017217894999473723 0.014715344606255842 -0.0031742189829756574 0.01615725950688883 0.0040874961068430972 -0.017287531648520277 0.020267710828195465 -0.016348072988835626 -0.016889871212997093 leaf_weight=1.9818168580532072 1.7468210756778715 2.2210823446512249 1.7492840141057957 2.7107153534889221 1.9412715435028078 1.7396774739027021 1.9664253145456259 2.7361752241849961 1.7251618802547453 1.7052092403173444 1.7480030506849273 2.8487669229507446 1.930929511785507 leaf_count=8 7 9 7 11 8 7 8 11 7 7 7 12 8 internal_value=0.000804942 -0.00228099 -0.00536702 0.00565261 0.00768702 -0.00212572 -0.00997212 0.00761709 0.0146066 -0.0135962 0.0197992 -0.0167564 -0.016567 internal_weight=28.7513 19.8504 15.1324 4.46 8.90094 3.68095 10.6724 4.71799 5.21999 8.45133 3.49482 6.48491 4.7797 internal_count=117 81 62 18 36 15 44 19 21 35 14 27 20 is_linear=0 shrinkage=0.01 Tree=22 num_leaves=14 num_cat=0 split_feature=14 6 39 39 70 6 44 29 40 3 21 34 7 split_gain=5.521 10.8879 7.26459 9.73197 5.24501 5.53846 3.0964 2.45649 2.41856 2.22635 1.48773 0.401659 0.00878056 threshold=79.06249999999919 0.56365624675106507 2.7898419374436472 1.7821046544280583 0.083340202563407226 0.49016832209289934 -12.872960381814048 0.80553186026472823 2.1115823989231672 40.26846173436828 -0.8771168278535374 23.553881205651052 0.53293305413012437 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 5 -1 9 -4 -7 -6 -5 -2 -12 right_child=1 -3 7 10 6 8 -8 -9 -10 -11 12 -13 -14 leaf_value=0.0078768187724811527 -0.011050385378416201 0.014173223574687937 -0.00096815592483532112 0.0088366301369235418 0.0096151488765042672 -0.01691987045997741 0.016277265788254294 -0.017345641901810517 -0.0019455248088914379 -0.0064873231217569072 0.020391936910247974 -0.017109425747838282 0.019454094272804284 leaf_weight=2.2221268862485974 1.6783730387687672 1.7413774877786634 1.726948976516723 1.7369730919599531 1.7287329286336901 2.8945287764072418 2.4818023145198822 1.9499458521604536 1.7192506939172743 1.7059589624404905 1.9964960813522332 3.1427511423826218 1.9967139065265653 leaf_count=9 7 7 7 7 7 12 10 8 7 7 8 13 8 internal_value=0.00079763 -0.00725888 0.00318356 0.00573734 0.00087319 -0.0050932 0.00776674 -0.00965353 -0.0113399 0.0016173 0.0165624 -0.0150001 0.019923 internal_weight=28.722 6.5625 22.1595 18.4826 12.7524 6.83591 5.91649 3.67689 4.61378 3.43469 5.73018 4.82112 3.99321 internal_count=117 27 90 75 52 28 24 15 19 14 23 20 16 is_linear=0 shrinkage=0.01 Tree=23 num_leaves=13 num_cat=0 split_feature=23 16 36 38 24 68 58 46 25 15 34 70 split_gain=5.03488 11.512 5.30318 4.96321 4.83734 4.38615 4.62649 5.72601 3.9714 1.3743 0.010717 0.00900294 threshold=1.0983394246110205 0.34319395774503608 9.7868825013493232 6.0161232062695786 1.2575623754076073 0.081887748205922886 108.22056745145836 -17.357529127098218 -0.76371616743925597 75.635262224548129 27.255056254655443 -0.055079299322139438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -2 10 -4 7 -7 -8 11 -5 -3 right_child=3 9 5 4 -6 6 8 -9 -10 -11 -12 -13 leaf_value=0.019574252449184967 -0.0065340532986136604 -0.017366198812898418 0.011267554196754568 0.020393307794839211 -0.00068849915521904689 -0.0066561216891896759 0.0012724174945692645 0.013475250317304342 -0.017437243416008101 -0.0075950673376928169 0.019285087304437194 -0.016364442547463703 leaf_weight=1.7466382384300292 1.7138900309801091 1.7012306004762652 3.2095985114574423 1.7447834163904192 1.7105588763952253 2.6827705651521701 1.9677846431732176 2.9848525375127757 2.6792112588882446 2.9086762070655823 1.7456676512956617 1.8980953693389881 leaf_count=7 7 7 13 7 7 11 8 12 11 12 7 8 internal_value=0.000790351 -0.00157 0.00317625 0.0082244 0.0130878 0.00105846 -0.0021183 0.00394606 -0.00951458 -0.0127069 0.0198391 -0.0168379 internal_weight=28.6938 21.7789 15.2709 6.9149 5.20101 13.5242 10.3146 5.66762 4.647 6.508 3.49045 3.59933 internal_count=117 89 62 28 21 55 42 23 19 27 14 15 is_linear=0 shrinkage=0.01 Tree=24 num_leaves=14 num_cat=0 split_feature=14 13 39 39 71 7 24 2 57 47 34 40 58 split_gain=5.31922 8.8318 7.09639 9.41718 5.44645 4.85624 6.33219 3.64557 2.40875 2.27261 1.28942 0.00816164 0.00587787 threshold=79.06249999999919 90.712222643257419 2.7898419374436472 1.7821046544280583 -0.037070911666229063 0.5235863683804326 0.093777727317716553 58.421726029707365 181.26166483495862 31.333756589269111 24.082179396942397 1.7566959437661749 109.34015679485513 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 11 3 4 5 6 -1 -8 -4 -6 -5 -2 -12 right_child=1 -3 8 10 9 -7 7 -9 -10 -11 12 -13 -14 leaf_value=-0.010671600982265297 -0.016342017041075105 0.0067387930451856442 -0.017211390676908953 0.0091022271548199096 -0.0010778274823881582 0.016158232352885289 0.019517783750453679 -0.0010221729779070505 -0.00098160282030867281 -0.01691274985044669 0.019861961273910888 -0.017272370624283856 0.019088584736200408 leaf_weight=2.9051721543073707 1.6580570787191384 2.6951651573181152 1.9432800859212869 1.7351834923028935 1.708221524953845 2.7284968048334122 1.7467713207006457 1.7100337743759153 1.7272761315107343 1.9307562857866285 1.7487911134958269 2.1862525790929794 2.24345862865448 leaf_count=12 7 11 8 7 7 11 7 7 7 8 7 9 9 internal_value=0.000783122 -0.00714057 0.00312487 0.00565032 0.000858987 0.00499754 0.00021099 0.00935695 -0.00957404 -0.00947947 0.0162993 -0.0168711 0.0194274 internal_weight=28.6669 6.53947 22.1274 18.4569 12.7295 9.09047 6.36198 3.45681 3.67056 3.63898 5.72743 3.84431 3.99225 internal_count=117 27 90 75 52 37 26 14 15 15 23 16 16 is_linear=0 shrinkage=0.01 Tree=25 num_leaves=14 num_cat=0 split_feature=35 48 25 6 25 69 70 45 23 19 1 35 70 split_gain=5.75701 5.48703 5.32227 5.22798 7.8436 5.62011 6.26414 6.14152 1.86968 1.02863 0.00712971 0.0067212 0.00316107 threshold=12.291535779403889 32.728445996266274 0.6521322850652117 0.56365624675106507 -0.96072354815967331 0.63862090922376169 -0.036626159918112085 -33.709571729523553 1.0983394246110205 1.7926776372929834 61.926502657818226 24.773334339899915 0.11487555618928781 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 11 5 -5 6 -3 -7 10 -8 -9 -2 -6 right_child=1 3 -4 4 12 7 9 8 -10 -11 -12 -13 -14 leaf_value=0.016086483141659856 -0.017219302424877098 -0.0051534649381827016 0.0013729997796046631 -0.0046932077675136659 0.019065142392792701 0.0093509024632061812 0.0091853155708448587 -0.01739555852130014 -0.0054338783791674393 0.02007974369900058 -0.016475603796513413 -0.016353430812774645 0.019666753843583983 leaf_weight=2.2250857204198864 1.6990544199943571 2.9539625644683838 2.9416893869638443 2.2135671973228455 1.7446150630712502 1.729665219783789 1.7232187986373921 1.7020519077777803 2.4307582527399063 1.7435418516397474 1.6680512428283689 1.8978452682495115 1.7489000409841535 leaf_count=9 7 12 12 9 7 7 7 7 10 7 7 8 7 internal_value=0.000643795 -0.000667859 -0.00860337 0.00197158 0.0100345 -0.00132675 0.00554689 -0.00718739 -0.0121187 0.0146645 -0.0169402 -0.0167624 0.0193663 internal_weight=28.422 26.1969 6.53859 19.6583 5.70708 13.9512 6.42072 7.53053 5.80086 3.46676 3.3701 3.5969 3.49352 internal_count=116 107 27 80 23 57 26 31 24 14 14 15 14 is_linear=0 shrinkage=0.01 Tree=26 num_leaves=14 num_cat=0 split_feature=35 47 34 37 45 33 66 71 20 21 48 10 67 split_gain=5.64145 5.62053 5.96685 6.60837 5.951 4.83546 4.83359 4.71397 3.75143 1.3071 1.1669 1.09417 0.333648 threshold=12.291535779403889 21.210722111941919 25.812665329116214 13.94937791192743 34.207397464947455 65.929781097022342 -0.12521944541435409 0.21875404512044469 0.38096716335540576 0.57662237302154928 9.9442367987652265 9.5000000000000018 -0.38683686355676394 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 10 3 9 6 11 12 8 -8 -3 -2 -6 -4 right_child=1 2 4 -5 5 -7 7 -9 -10 -11 -12 -13 -14 leaf_value=0.015922672476804449 -0.0055980220819378855 -0.017250220961494599 0.019400547111047502 0.0097277381731007938 -0.017049543285430912 0.0092020587018299006 0.0056292118116787384 0.015205539128172277 -0.012937859678230414 -0.0062076683395347297 -0.016700734789367847 -0.0056657512907065397 0.013689726980954293 leaf_weight=2.2254950553178814 1.6864353269338637 2.9190628379583385 2.4943620711565018 1.7290036380290983 1.6864920556545251 1.73172952234745 2.4497267007827688 2.2367699146270752 1.9579568803310392 1.6940117329359052 2.1578321158885956 1.6908177733421323 1.7343741655349783 leaf_count=9 7 12 10 7 7 7 10 9 8 7 9 7 7 internal_value=0.00063792 -0.000661965 0.0012612 -0.00694584 0.00451792 -0.00438403 0.00870073 0.0033817 -0.00261855 -0.0131952 -0.0118301 -0.0113504 0.0170583 internal_weight=28.3941 26.1686 22.3243 6.34208 15.9822 5.10904 10.8732 6.64445 4.40768 4.61307 3.84427 3.37731 4.22874 internal_count=116 107 91 26 65 21 44 27 18 19 16 14 17 is_linear=0 shrinkage=0.01 Tree=27 num_leaves=12 num_cat=0 split_feature=36 64 14 46 48 58 38 26 6 51 46 split_gain=4.97304 4.70921 4.65597 4.92837 4.20267 5.2278 5.92198 4.08037 3.21727 2.89145 2.75267 threshold=11.797301074735509 103.52368300932814 35.730994152046314 8.794698196434986 32.728445996266274 109.34015679485513 8.7795492702319589 -0.30272242727997789 0.55591001966857545 28.022551706626118 18.865689013573185 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 10 6 8 -7 -6 -9 -2 right_child=4 -3 3 -5 5 7 -8 9 -10 -11 -12 leaf_value=0.012474069686037323 -0.016434500606800184 0.019438165114721087 0.0060305907531538394 -0.017239395922981283 -0.0090992973097685833 0.0061236707640495245 0.016554358012625781 -0.017151095224203963 0.0075788497837944967 -0.00077090735472479623 -0.0019578067848654195 leaf_weight=2.7292657643556613 2.8512213081121471 2.2407270818948746 1.9583345800638201 1.7004270404577253 2.4071785360574705 1.9717118293046949 3.2296554297208786 2.8993022888898849 2.2263643145561218 1.7151681780815122 2.4353267401456833 leaf_count=11 12 9 8 7 10 8 13 12 9 7 10 internal_value=0.000632129 0.00696465 0.00258932 -0.00478425 -0.00213652 0.000654712 0.00615965 -0.00591759 -0.00108564 -0.0110627 -0.0097656 internal_weight=28.3647 8.62875 6.38803 3.65876 19.7359 14.4494 7.8632 6.58618 4.63354 4.61447 5.28655 internal_count=116 35 26 15 81 59 32 27 19 19 22 is_linear=0 shrinkage=0.01 Tree=28 num_leaves=14 num_cat=0 split_feature=35 47 34 37 0 68 49 67 55 70 18 40 0 split_gain=5.45852 5.44763 5.80404 6.40105 4.79382 4.52835 6.69042 3.74889 3.47414 2.19758 1.27917 1.19722 0.00713498 threshold=12.291535779403889 21.210722111941919 25.812665329116214 13.94937791192743 78.338088307313669 0.41114312374731821 26.436528098382542 1.5612470261210285 15.835298722453553 0.21947942817043728 1.0600789060807527 1.706167081096633 29.163904524366227 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 11 3 10 5 8 -7 -6 -4 -8 -3 -2 -10 right_child=1 2 4 -5 7 6 9 -9 12 -11 -12 -13 -14 leaf_value=0.015667080744309309 -0.0053357493857264307 -0.01705886319032408 0.0033115166939433412 0.0095335296671506756 -0.016735619749436402 0.015322605525859432 -0.013036837849800503 0.0042843780176887742 0.01945036160239114 0.0015530500727067092 -0.0061205301683217089 -0.016608135887248979 0.018597431719241182 leaf_weight=2.2235513031482723 1.6755795031785994 2.9062585234642055 2.1986446082591993 1.7294918000698087 1.6755763292312615 2.2380673438310623 2.1827288717031479 1.7188654839992521 1.7473329752683642 1.9588914662599561 1.6912867277860639 2.1526498198509216 2.2355912625789642 leaf_count=9 7 12 9 7 7 9 9 7 7 8 7 9 9 internal_value=0.000626407 -0.000654423 0.00123882 -0.00686591 0.00445266 0.00730204 0.00139182 -0.00609159 0.0134017 -0.00613616 -0.013035 -0.0116743 0.0189716 internal_weight=28.3345 26.111 22.2827 6.32704 15.9557 12.5613 6.37969 3.39444 6.18157 4.14162 4.59755 3.82823 3.98292 internal_count=116 107 91 26 65 51 26 14 25 17 19 16 16 is_linear=0 shrinkage=0.01 Tree=29 num_leaves=13 num_cat=0 split_feature=51 64 70 13 70 64 45 63 38 5 13 70 split_gain=4.3452 6.82966 6.96928 6.88601 6.57264 5.97287 3.54386 2.57733 5.48483 0.364674 0.28886 0.00329374 threshold=9.1720509670025852 101.4102612152078 0.13041274616296275 20.348184689270223 -0.036626159918112085 106.76349761439356 -40.111004784742207 97.093327863407026 6.9126222650685571 0.45737420676602664 66.98835784313728 0.038854097751942263 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 -1 -4 -7 8 -5 -9 -6 -11 right_child=1 2 5 7 10 6 -8 9 -10 11 -12 -13 leaf_value=-0.0054124837684005932 0.010406398620362604 0.016681438194782471 0.011685872549556237 0.009532623399102054 0.013359805661208186 0.0041006265404177353 -0.013738556516906761 -0.010964643696312684 -0.013078052105031792 -0.016946371364289576 0.018945831273894563 -0.016339343807149364 leaf_weight=2.2146883308887482 1.9759380817413355 3.2300028353929502 2.4784109592437744 1.7212729454040507 1.7317413091659575 1.728670537471771 3.1297367811203003 1.6669028401374815 2.8478814214468002 1.6896418333053591 1.9889306426048277 1.8979144990444181 leaf_count=9 8 13 10 7 7 7 13 7 12 7 8 8 internal_value=0.000620799 -0.00139768 0.00444164 -0.00662695 0.00822708 -0.000946873 -0.00739119 -0.0100531 -0.00456025 -0.0148295 0.0163459 -0.0166252 internal_weight=28.3017 22.3664 10.5668 11.7996 5.93536 7.33682 4.85841 9.82361 4.56915 5.25446 3.72067 3.58756 internal_count=116 92 43 49 24 30 20 41 19 22 15 15 is_linear=0 shrinkage=0.01 Tree=30 num_leaves=13 num_cat=0 split_feature=36 48 26 15 26 36 36 16 49 23 13 31 split_gain=4.03653 5.23162 5.30878 10.6676 5.46741 5.02097 4.35134 3.68494 5.89204 3.46671 2.74285 0.016966 threshold=8.9557296341252037 32.728445996266274 -0.76222941262224519 73.329086290386797 0.61767642648744936 15.834488434181182 17.822195599650669 1.0000000180025095e-35 18.810186047039593 1.4941587358118713 14.509822536138424 0.076932105354273306 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 6 10 -5 9 -3 8 -2 -6 -4 -12 right_child=1 2 3 4 5 -7 -8 -9 -10 -11 11 -13 leaf_value=0.010848232734464058 0.010639061772728912 0.019152941914990198 -0.0017174452277506505 0.019478487978952241 -0.016577504287475762 0.014594567408107393 -0.0011728047854944242 -0.016451196243082646 -0.01273589576923289 0.0036394645531809462 -0.016404191874309425 -0.017775582667083949 leaf_weight=3.2001013159751919 1.9681743085384393 2.7412326484918674 1.7203870266675876 2.241645872592926 1.6714592278003695 1.7349875271320341 1.7104379534721372 3.0871728509664536 2.3852204531431198 1.7219950407743452 1.8998170942068102 1.7177672088146207 leaf_count=13 8 11 7 9 7 7 7 13 10 7 8 7 internal_value=0.0002833 -0.00109103 0.00194563 -0.0013464 0.00645091 0.000756547 0.0113433 -0.00809429 -0.00216805 -0.00631848 -0.0121121 -0.0170554 internal_weight=27.8004 24.6003 17.1597 12.7081 7.37009 5.12844 4.45167 7.44057 4.35339 3.39345 5.33797 3.61758 internal_count=114 101 70 52 30 21 18 31 18 14 22 15 is_linear=0 shrinkage=0.01 Tree=31 num_leaves=12 num_cat=0 split_feature=27 36 21 71 51 62 16 49 26 40 24 split_gain=4.20123 5.1801 4.65138 6.83975 4.79995 4.86896 4.28697 5.86034 4.76869 1.64126 0.396535 threshold=0.40625622354174312 8.9557296341252037 0.89967348995620644 -0.037070911666229063 46.077629816063812 92.008006226485136 1.0000000180025095e-35 18.810186047039593 -0.76222941262224519 2.3903195422359089 0.46946455083272859 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 -4 5 -3 7 -7 -9 -10 -8 right_child=1 2 3 -5 -6 6 10 8 9 -11 -12 leaf_value=-0.012462137356098588 0.015226533554082582 0.0088848933587854628 -0.0065084097971786293 0.018986724491384041 0.011537703495713392 0.014035570105725887 -0.01664979474407887 0.0051359308140862528 -0.0058899524007258756 -0.017252967052771417 -0.010503894662100307 leaf_weight=2.3666988015174892 2.4704080671072033 2.4486874490976431 1.7109895795583723 2.7331925481557837 2.2290904223918906 1.7368485480546931 2.8663199245929709 2.4470551759004699 2.4244183301925553 2.6721558123826981 1.6565215885639188 leaf_count=10 10 10 7 11 9 7 12 10 10 11 7 internal_value=0.000280767 0.00146832 -1.42577e-05 0.00917122 -0.0022231 -0.00411051 -0.00641587 -0.00252538 -0.00633838 -0.0118476 -0.0143988 internal_weight=27.7624 25.3957 22.9253 4.44418 18.4811 16.252 13.8033 9.28048 7.54363 5.09657 4.52284 internal_count=114 104 94 18 76 67 57 38 31 21 19 is_linear=0 shrinkage=0.01 Tree=32 num_leaves=13 num_cat=0 split_feature=6 21 14 36 49 70 15 38 2 6 15 36 split_gain=4.01061 4.85479 5.97972 8.32896 5.83599 4.84332 4.22525 3.39396 2.71533 2.45032 2.06343 0.00789904 threshold=0.5650991349286677 0.89967348995620644 60.470085470085145 10.321912723129712 41.262979190392649 0.21947942817043728 10.59025549898848 8.338152724685207 66.747252060916111 0.58066879671270166 37.028034658839843 14.960793928714226 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 7 -3 -2 10 11 -8 -5 -4 right_child=6 5 8 4 -6 -7 9 -9 -10 -11 -12 -13 leaf_value=0.018808469143157407 -0.0065216991536994973 0.0191293203084669 -0.016870160209993962 0.0045189216141317615 -0.017092904536920677 -0.0031106425003967729 0.018732003546212544 0.011140075163665171 -0.0021608855611486358 0.0046609074976928155 -0.0096290306375983875 -0.016010099509570153 leaf_weight=1.9880117923021412 1.7071758806705464 1.9896928519010537 2.164204701781272 1.6975955814123134 2.4177512377500534 1.9281111955642698 2.4843360632658005 2.2197325676679611 1.9326173216104505 2.4659719318151474 2.6247510462999344 2.1079940646886826 leaf_count=8 7 8 9 7 10 8 10 9 8 10 11 9 internal_value=0.000278242 -0.00185955 -0.0041536 0.000291432 -0.00381714 0.00818413 0.00704419 0.00108918 -0.0119965 0.0117226 -0.00407244 -0.0164458 internal_weight=27.7279 21.0705 17.1527 10.9478 8.95983 3.9178 6.65748 6.54208 6.20482 4.95031 4.32235 4.2722 internal_count=114 87 71 45 37 16 27 27 26 20 18 18 is_linear=0 shrinkage=0.01 Tree=33 num_leaves=13 num_cat=0 split_feature=27 36 15 16 5 71 34 27 21 48 31 46 split_gain=4.08603 4.98686 5.15241 4.69711 6.01597 4.20888 3.40854 4.4874 2.31904 1.92274 1.87934 0.0035073 threshold=0.40625622354174312 8.9557296341252037 82.039154788570542 -0.19079108577619294 0.52254804383214071 0.059912250965676893 29.533951131668818 0.61121287935788227 0.83175455519545449 46.592129488609679 0.095001648754015469 18.865689013573185 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 9 -4 -8 11 -3 -6 -5 right_child=1 2 6 8 10 -7 7 -9 -10 -11 -12 -13 leaf_value=-0.012322978373166909 0.014959806955498816 0.018883282709873536 0.015836097347305195 -0.015788534934149123 -0.003326648889152635 -0.0045635570015103493 -0.011247427327968039 0.0095646144093270522 -0.0017736843721509656 0.0053437697876636252 -0.01681301387473684 -0.016441740821592998 leaf_weight=2.3552684187889126 2.4653343856334713 2.2389657497406059 2.7264207005500785 1.6243173182010608 2.675744354724884 2.1849307417869568 1.6786794960498808 2.7061205804347992 1.7143620699644087 1.973210886120796 1.6833046823740003 1.6641706228256223 leaf_count=10 10 9 11 7 11 9 7 11 7 8 7 7 internal_value=0.000275778 0.001447 -9.64079e-06 -0.00319808 0.000525249 0.00669871 0.00705618 0.00159692 -0.0112033 0.0125406 -0.00853459 -0.0161191 internal_weight=27.6908 25.3356 22.8702 15.759 10.7562 6.39711 7.11122 4.3848 5.00285 4.21218 4.35905 3.28849 internal_count=114 104 94 65 44 26 29 18 21 17 18 14 is_linear=0 shrinkage=0.01 Tree=34 num_leaves=13 num_cat=0 split_feature=37 38 6 38 6 13 24 69 6 38 26 27 split_gain=4.03154 5.64823 5.4607 6.68005 5.42378 3.03008 3.53265 2.9796 2.16406 0.994159 0.482984 0.0166409 threshold=7.7535384838674606 4.7093911271064934 0.5650991349286677 10.022430148191249 0.58066879671270166 14.509822536138424 0.56648094966920592 0.57372697818707696 0.53315692688844896 6.6514673058111891 -0.76222941262224519 0.62191042855139056 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -4 -2 10 -5 -3 -6 -7 -12 right_child=2 8 4 7 9 6 -8 -9 -10 -11 11 -13 leaf_value=-0.0072842185723769404 0.0034564901128266595 0.018764833816882827 0.01864282315723377 0.01499514894254894 0.0040098543100012315 -0.01036505822598967 -0.00218737442040144 -0.002521312236058163 0.0049811702202193359 -0.0067619203736232081 -0.016061389354487025 -0.017215515908908491 leaf_weight=1.9372902363538766 1.7164180427789713 2.7311581969261169 2.2355559766292563 1.9726372659206384 1.7126874625682833 1.6381107419729248 3.1273716241121292 1.9126982837915418 1.9539465159177778 1.7145289331674574 2.5751137584447825 2.4265410006046295 leaf_count=8 7 11 9 8 7 7 13 8 8 7 11 10 internal_value=0.000273326 0.00707765 -0.0018692 -0.00496221 0.00652528 -0.00879703 -0.0109504 0.00637203 0.0130163 -0.00137893 -0.0150778 -0.0166213 internal_weight=27.6541 6.62239 21.0317 15.3689 5.66277 11.4836 9.76714 3.88534 4.6851 3.42722 6.63977 5.00165 internal_count=114 27 87 64 23 48 41 16 19 14 28 21 is_linear=0 shrinkage=0.01 Tree=35 num_leaves=12 num_cat=0 split_feature=6 29 71 20 41 45 32 51 6 22 16 split_gain=5.85153 5.63947 6.27487 5.03004 6.192 5.85024 4.87002 3.36307 2.78127 1.24337 0.00646422 threshold=0.5650991349286677 0.68546636723130172 0.012958814423753129 2.1239068458216552 4.0161418518839733 27.788386446429509 0.10135377486677159 7.9093415450972513 0.58485094788182457 -0.34292676167514929 0.18547343952927123 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 7 -5 -6 -3 -1 -2 -9 -11 right_child=8 2 -4 4 5 -7 -8 9 -10 10 -12 leaf_value=0.00074839670349115836 0.01850396066376447 0.010079106873100816 0.018792425918244888 0.018929752858570494 0.0092698588149990446 -0.016196228599140931 -0.012321229646007955 -0.0060437366612131815 0.0034103176327735718 -0.016711047187013297 -0.015907617310302356 leaf_weight=2.4476857930421883 2.7293599843978873 1.9629792422056191 2.7283861488103867 1.7391183674335469 1.7268628776073458 1.8887377530336378 1.919738709926605 1.6795074641704584 2.2088269889354706 1.9155602008104295 2.098492756485939 leaf_count=10 11 8 11 7 7 8 8 7 9 8 9 internal_value=0.0019991 -0.000396315 0.00717044 -0.00410295 0.00342472 -0.00403326 -0.000996329 -0.0090541 0.0117526 -0.0132682 -0.016291 internal_weight=25.0453 20.1071 6.6111 13.496 5.35472 3.6156 3.88272 8.14125 4.93819 5.69356 4.01405 internal_count=103 83 27 56 22 15 16 34 20 24 17 is_linear=0 shrinkage=0.01 Tree=36 num_leaves=12 num_cat=0 split_feature=6 29 20 41 46 7 34 8 7 31 24 split_gain=5.73917 5.53543 4.94012 6.07636 5.75134 4.4054 3.61743 3.34697 4.01083 0.970971 0.297479 threshold=0.5650991349286677 0.68546636723130172 2.1239068458216552 4.0161418518839733 32.670422554178678 0.55375535315692404 24.082179396942397 7.5000000000000009 0.51097642971259483 0.10288308219088139 0.40062201630884847 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -4 -5 -2 -3 8 -1 -8 -9 right_child=5 6 3 4 -6 -7 9 10 -10 -11 -12 leaf_value=-0.011745760480854387 0.018522717736229845 -0.0012516662671505567 0.018763191536958171 0.0091750323481837349 -0.016096743257505031 -0.0013359419191140184 0.018425265807406666 -0.016660639343869653 0.0093991836922499294 0.0081548089401706249 -0.011341128368078915 leaf_weight=1.904678419232374 3.2252251505851737 2.9020970314741126 1.7370213419198979 1.7272613197565081 1.881443455815315 1.7090139687061308 1.9842826724052431 2.8631508052349091 1.695686027407646 1.717039033770561 1.6612187772989271 leaf_count=8 13 12 7 7 8 7 8 12 7 7 7 internal_value=0.001982 -0.000393079 -0.00406974 0.0033961 -0.00400072 0.0116445 0.00710702 -0.00898194 -0.00178699 0.0136608 -0.0147075 internal_weight=25.0081 20.0739 13.4705 5.34573 3.6087 4.93424 6.60342 8.12473 3.60036 3.70132 4.52437 internal_count=103 83 56 22 15 20 27 34 15 15 19 is_linear=0 shrinkage=0.01 Tree=37 num_leaves=12 num_cat=0 split_feature=6 29 20 41 45 34 51 6 26 32 64 split_gain=5.63078 5.43178 4.85222 5.96386 5.65464 3.55031 3.30442 2.72885 1.29949 0.956116 0.00350461 threshold=0.5650991349286677 0.68546636723130172 2.1239068458216552 4.0161418518839733 27.788386446429509 24.082179396942397 7.9093415450972513 0.58485094788182457 -0.76222941262224519 0.10135377486677159 98.980934176597046 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 -5 -3 -1 -2 -8 -7 -10 right_child=7 5 3 4 -6 9 8 -9 10 -11 -12 leaf_value=0.00080405944125598475 0.018242191558217644 -0.0012393113355585309 0.0186011601781268 0.0090815687263288043 -0.015999451183543515 0.018271593699661939 -0.0056725983270956284 0.0032793806114035824 -0.015943165497455069 0.0080753568410248198 -0.016543405576249729 leaf_weight=2.4451516717672401 2.7213275581598273 2.9017207175493231 1.7346424311399449 1.7275854349136355 1.8739929050207136 1.9809780120849612 1.6615486294031168 2.2076450288295746 2.3320727199315998 1.7165955603122709 1.6687911748886106 leaf_count=10 11 12 7 7 8 8 7 9 10 7 7 internal_value=0.00196498 -0.000389813 -0.00403716 0.00336806 -0.00396872 0.00704039 -0.00891111 0.0115405 -0.0131063 0.013538 -0.0161935 internal_weight=24.9721 20.0431 13.4438 5.33622 3.60158 6.59929 8.10756 4.92897 5.66241 3.69757 4.00086 internal_count=103 83 56 22 15 27 34 20 24 15 17 is_linear=0 shrinkage=0.01 Tree=38 num_leaves=11 num_cat=0 split_feature=39 49 71 45 53 13 22 71 68 57 split_gain=3.79782 5.03576 4.15623 3.96824 4.91493 4.59559 4.02291 3.27916 2.17764 0.373088 threshold=1.8938151809507169 63.290310886511413 -0.037070911666229063 34.207397464947455 -60.169647829678617 20.348184689270223 0.43729377972558342 -0.04344798008626953 0.16178328077234425 121.26532317297146 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 4 -1 -6 7 8 -7 -4 right_child=1 -3 9 -5 5 6 -8 -9 -10 -11 leaf_value=-0.012607691835188686 0.0013498954317138253 -0.0058193094149158091 0.012818100269660742 -0.0125251432855862 0.015173272093176047 0.0093577484339365264 0.013421563320854035 -0.016011049691597772 -0.0054364383690767145 0.018678714288325914 leaf_weight=2.1551632285118094 2.9254962950944901 2.4348276704549789 1.7103630602359752 2.5834016203880301 2.7084745615720767 1.7060448080301256 1.7099615484476087 1.6383913159370447 2.3870937526226044 2.9767356514930725 leaf_count=9 12 10 7 11 11 7 7 7 10 12 internal_value=0.00194811 0.00669876 0.0107026 -0.00125783 0.00110769 0.0040199 -3.95831e-05 -0.00405562 0.000729868 0.0165401 internal_weight=24.936 10.0474 7.6126 14.8885 12.3051 10.15 7.44149 5.73153 4.09314 4.6871 internal_count=103 41 31 62 51 42 31 24 17 19 is_linear=0 shrinkage=0.01 Tree=39 num_leaves=12 num_cat=0 split_feature=6 29 71 20 41 45 28 8 8 6 54 split_gain=5.49755 5.25176 6.08728 4.73494 5.81384 5.51639 4.68316 3.23091 3.92346 2.68451 0.305163 threshold=0.5650991349286677 0.68546636723130172 0.012958814423753129 2.1239068458216552 4.0161418518839733 27.788386446429509 0.76459610327320637 7.5000000000000009 5.5000000000000009 0.58485094788182457 37.544501641436597 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 6 7 -5 -6 -3 8 -1 -2 -9 right_child=9 2 -4 4 5 -7 -8 10 -10 -11 -12 leaf_value=-0.011708352067152107 0.018057949207135011 0.0097387048217382876 0.018385368953049701 0.018386974769794451 0.0089509310058365748 -0.015862318977082152 -0.012263997104648112 -0.016458858323141229 0.009228804690699359 0.0032067748013128411 -0.011047172931417342 leaf_weight=1.8811565637588554 2.7145386040210715 1.9558514207601541 2.716460645198822 1.7303556352853764 1.726135849952698 1.8629083782434461 1.9140338301658628 2.843344584107399 1.7073511183261871 2.2065081298351288 1.6447449475526807 leaf_count=8 11 8 11 7 7 8 8 12 7 9 7 internal_value=0.00193113 -0.000400506 0.00691079 -0.00399522 0.00333054 -0.00392849 -0.00114377 -0.0088201 -0.00174681 0.011399 -0.0144756 internal_weight=24.9034 19.9823 6.58635 13.396 5.3194 3.58904 3.86989 8.0766 3.58851 4.92105 4.48809 internal_count=103 83 27 56 22 15 16 34 15 20 19 is_linear=0 shrinkage=0.01 Tree=40 num_leaves=15 num_cat=0 split_feature=69 34 50 70 13 19 48 31 34 62 69 50 50 69 split_gain=4.03443 5.10584 4.50542 3.28581 4.86413 4.54248 4.70094 4.54755 3.60046 2.10583 2.05928 0.298741 0.268032 0.00347504 threshold=0.88044117126805987 20.221801095164214 14.371277657877362 0.16603660093506639 85.1368702981609 -1.0214068189834611 29.579504970445917 0.077563725345271964 25.812665329116214 117.11376522355138 0.63862090922376169 27.33059624099003 25.821256227226215 0.75317174001398779 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 8 10 -7 -8 -5 -2 -3 -9 -10 -14 right_child=9 3 -4 4 -6 6 7 11 12 -11 -12 -13 13 -15 leaf_value=-0.016457479188634022 -0.0014425881778747267 -0.0016402120885732809 0.0016909426581702012 0.0008146920465635152 -0.003407639786521715 -0.01069443085612296 -0.001057492855595055 0.013068069348270345 0.013574673485133776 -0.016764186325785652 -0.017216671229150732 0.01895221197044536 0.018094896992543283 0.018728070762061299 leaf_weight=2.6045355498790803 1.6834243983030313 1.6951451301574763 2.8810374438762665 1.9309807121753673 2.6491529196500778 1.6402014046907387 2.8403989225625992 1.7161847203969958 1.7098315358161924 1.9203475117683408 1.6998541951179502 1.7352701425552366 1.7269824892282488 1.7402330935001371 leaf_count=11 7 7 12 8 11 7 12 7 7 8 7 7 7 7 internal_value=0.000321688 0.00166836 -0.00692588 0.00390436 0.00815778 0.00024044 0.00438344 0.00831404 0.0124682 -0.00960703 -0.00943924 0.0160264 0.0168148 0.0184127 internal_weight=30.1736 26.5698 5.48557 21.0842 9.75718 11.3271 7.93206 6.29185 7.10803 3.60377 3.395 3.45145 5.17705 3.46722 internal_count=125 110 23 87 40 47 33 26 29 15 14 14 21 14 is_linear=0 shrinkage=0.01 Tree=41 num_leaves=13 num_cat=0 split_feature=69 33 26 40 26 65 26 44 68 61 65 24 split_gain=3.96096 3.65804 4.69314 4.16203 4.40068 5.19838 2.73188 3.62954 5.54363 2.98812 2.10124 1.63435 threshold=0.88044117126805987 42.343077920062719 1.3831836936847945 2.3903195422359089 -1.1630506614053655 98.577949956240374 -0.94771995816452848 -38.140928302969577 0.177953431390688 104.12824905648999 97.333772070526862 0.30924137057797424 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 11 -3 -8 -9 -10 -2 -6 right_child=10 6 -4 -5 5 -7 7 8 9 -11 -12 -13 leaf_value=0.011017568720190329 -0.0013938300622892742 0.014835843554410918 0.013371298356965025 -0.016248964492904749 -0.0062619532876366677 -0.016410330509429135 -0.0058898637712053153 -0.0057916811832954187 0.0034053793084117268 0.018597756253814723 -0.016709215048154785 0.0064033324134168557 leaf_weight=2.1903605461120614 1.6865995228290551 2.4674664139747611 1.7076004445552815 2.3547594696283332 1.6617938429117245 2.6008614897727966 3.1399101614952079 2.4002736806869498 2.1668663918972015 3.2162335813045502 1.9106245040893552 2.633479431271553 leaf_count=9 7 10 7 10 7 11 13 10 9 13 8 11 internal_value=0.000318826 0.00165354 -0.00209305 -0.00440109 -0.00133072 -0.0052528 0.00533244 0.00318571 0.00684692 0.0124823 -0.00952842 0.00150327 internal_weight=30.1368 26.5396 13.1489 11.4413 9.0865 6.89613 13.3908 10.9233 7.78337 5.3831 3.59722 4.29527 internal_count=125 110 55 48 38 29 55 45 32 22 15 18 is_linear=0 shrinkage=0.01 Tree=42 num_leaves=15 num_cat=0 split_feature=67 25 51 52 13 34 34 39 41 56 54 64 15 70 split_gain=3.9082 4.99778 3.99414 6.8266 6.58317 7.46975 4.26171 5.87607 5.08669 5.73345 1.14922 1.06947 0.273006 0.0102879 threshold=2.6023850398768267 2.2671491717083785 7.9093415450972513 5.7141746805868268 22.777588437813396 27.692173899812705 29.533951131668818 1.980730998340744 6.4434536679822685 32.633348357749533 151.54267619798989 106.76349761439356 68.493469785575257 0.030003482143305889 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 7 8 9 -6 13 -7 -10 -8 right_child=-2 -3 4 -5 6 11 10 -9 12 -11 -12 -13 -14 -15 leaf_value=-0.007244790132903316 -0.010710827592817881 0.017963717903969677 -0.0085345100625298723 0.017944509951921209 0.014520036382589268 0.018107305941209059 -0.015674510023431384 0.014023521395639149 -0.016024075844700642 -0.010735033323057471 -0.00602836589946955 0.0080161518471119648 -0.010559146225011229 -0.016794209393337159 leaf_weight=1.693013876676569 2.9040854275226584 1.7254933863878239 2.1440052837133434 2.951672837138176 1.9698113352060302 2.7158410847187042 1.6119075566530221 1.9667580127716062 2.1052636951208119 1.6534679681062696 1.6566792130470274 1.7124651819467542 1.6156445592641828 1.6715199947357176 leaf_count=7 12 7 9 12 8 11 7 8 9 7 7 7 7 7 internal_value=0.000316001 0.00149359 0.000377719 0.00876287 -0.0014926 0.00678694 -0.00531097 -0.0013277 -0.00543873 0.00299499 -0.0128185 0.014205 -0.0136512 -0.0162445 internal_weight=30.0976 27.1935 25.4681 4.64469 20.8234 6.57231 14.2511 9.31095 7.34419 3.62328 4.94011 4.42831 3.72091 3.28343 internal_count=125 113 106 19 87 27 60 39 31 15 21 18 16 14 is_linear=0 shrinkage=0.01 Tree=43 num_leaves=15 num_cat=0 split_feature=69 34 5 70 26 68 26 29 30 64 62 64 70 51 split_gain=3.85988 4.85732 4.3902 4.33044 4.26027 3.66052 9.56301 3.42157 4.75987 2.98163 2.0531 1.21381 0.958007 0.0115687 threshold=0.88044117126805987 20.221801095164214 0.55525883816054511 -0.036626159918112085 0.58351050003256222 0.41114312374731821 -0.30272242727997789 0.55461179153744611 0.1287099488183944 93.859358668389646 117.11376522355138 95.616655748456267 0.23758020714892272 32.419841571921559 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 -3 11 -7 -4 -9 -1 -2 -5 -11 -13 right_child=10 2 7 5 -6 6 -8 8 -10 12 -12 13 -14 -15 leaf_value=0.0042408670649357388 -0.00135275674922408 -0.0082959830003237218 -0.016002503367261382 0.0080000027365930478 0.010602206054351904 0.014718769295724708 -0.015946073665612723 0.010977036575503071 -0.011412333263365746 -0.0060351064372998258 -0.016524738879150291 0.017533003640824156 -0.016208067427908091 0.018580282027906056 leaf_weight=1.6930424720048964 1.6758050322532647 3.1183570176363054 1.6323514729738224 1.6988869905471746 1.9319007843732832 2.7014821469783783 1.6309637874364851 2.1886671185493474 1.6771573573350904 1.6502747684717181 1.9067697674036024 2.6918788701295853 2.1083956360816956 1.734354183077812 leaf_count=7 7 13 7 7 8 11 7 9 7 7 8 11 9 7 internal_value=0.000313407 0.00163244 0.00381526 0.00653736 -0.00106676 0.0102096 0.00317489 -0.00386254 0.00126359 -0.00677817 -0.00942781 0.0151854 -0.0117415 0.0179434 internal_weight=30.0403 26.4577 21.006 15.5078 5.05026 10.4576 4.33245 5.49818 3.86582 5.45171 3.58257 6.12512 3.75867 4.42623 internal_count=125 110 87 64 21 43 18 23 16 23 15 25 16 18 is_linear=0 shrinkage=0.01 Tree=44 num_leaves=14 num_cat=0 split_feature=69 34 70 21 33 33 13 69 68 65 65 35 33 split_gain=3.79032 4.76879 3.16821 6.28656 4.61999 4.96066 4.61685 3.94156 3.61729 2.89829 2.04364 1.01348 0.00650248 threshold=0.88044117126805987 20.221801095164214 0.16603660093506639 1.0291853499728114 49.358293863248242 41.364275407841369 85.1368702981609 0.76657004537015394 0.41114312374731821 97.036149690281391 97.333772070526862 13.426272697765018 54.666794367561423 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 4 5 7 8 -3 12 -1 -2 -11 -4 right_child=10 2 6 -5 -6 -7 -8 -9 -10 11 -12 -13 -14 leaf_value=0.0041800974533223395 -0.0013181188435836615 -0.016050987932772071 0.017418028418397746 0.017800156530438843 -0.01357162559545869 0.012115416971921499 -0.0033197204729867704 0.003855086991266808 0.0029452835082267605 -0.0057173197906577123 -0.016466198465406721 -0.016185335162312037 0.018204079321434277 leaf_weight=1.6840016394853652 1.6793154925107949 1.8727418780326863 2.6881647855043393 1.7158420532941807 2.8811160326004028 2.6766544431447983 2.6369403898715973 2.1216073632240295 2.6484933793544769 1.6439416110515597 1.8963145911693571 2.1145175844430923 1.7294600158929823 leaf_count=7 7 8 11 7 12 11 11 9 11 7 8 9 7 internal_value=0.000310753 0.00161879 0.0037834 0.000176539 -0.00298918 0.00158123 0.00797196 -0.00547783 0.0121858 -0.00672193 -0.00935181 -0.0116066 0.0177258 internal_weight=29.9891 26.4135 20.971 11.268 9.55212 6.671 9.70306 3.99435 7.06612 5.44246 3.57563 3.75846 4.41762 internal_count=125 110 87 47 40 28 40 17 29 23 15 16 18 is_linear=0 shrinkage=0.01 Tree=45 num_leaves=13 num_cat=0 split_feature=5 34 70 20 70 69 40 40 32 41 38 38 split_gain=5.06027 7.40074 4.81545 4.61593 3.65882 4.81004 3.79978 3.34321 2.94847 2.65254 0.944637 0.429757 threshold=0.52254804383214071 17.648627748636958 -0.090658774772744144 2.2294555396177422 -0.023384825158523376 0.74787098984277101 1.9244666444385621 2.4375919267718502 0.078161240306935206 5.5475124645104277 7.2898934386653851 6.1825404847369727 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 6 -6 -3 9 -7 -4 -5 -9 right_child=2 3 7 10 5 8 -8 11 -10 -11 -12 -13 leaf_value=-0.015730478198444031 0.0076394104958529743 -0.016036388452259895 -0.011142546297973888 0.0082904682324314947 0.01768595840938816 -0.010524062403487805 0.0034004578157754385 -0.010412876356146331 0.0062898943890101356 0.0061999135606602427 0.01780669533667794 -0.016743635016307067 leaf_weight=1.8437124639749587 2.1765208393335334 1.8642469048500077 1.6259889900684341 1.7001270055770863 2.4512461572885478 1.6185596287250517 2.18419149518013 1.6361448317766187 2.9325636476278305 1.9273395985364912 2.6992833912372589 3.1114570498466492 leaf_count=8 9 8 7 7 10 7 9 7 12 8 11 13 internal_value=-0.000116003 0.00320653 -0.00560013 0.00546633 0.00201757 0.00639274 -0.00554993 -0.00907156 0.000310186 -0.00173593 0.0141292 -0.0145619 internal_weight=27.7714 17.2939 10.4775 15.4502 11.0508 7.00237 4.04844 8.30093 4.55112 3.55333 4.39941 4.7476 internal_count=116 72 44 64 46 29 17 35 19 15 18 20 is_linear=0 shrinkage=0.01 Tree=46 num_leaves=14 num_cat=0 split_feature=5 34 41 20 16 46 22 22 70 36 36 70 70 split_gain=4.96812 7.27708 4.73327 4.53084 3.60919 4.33171 3.84274 4.71315 3.37107 1.69225 3.2975 0.866206 0.0258087 threshold=0.52254804383214071 17.648627748636958 9.14595038591745 2.2294555396177422 1.1014675345885518 5.5943766000736863 0.33831196445591283 -0.27245473981342466 -0.090658774772744144 13.729329774767725 11.03726278772336 0.37849195946858943 0.35125891880314392 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 4 5 6 7 -3 -2 10 -10 -5 -11 right_child=2 3 -4 11 -6 -7 -8 -9 9 12 -12 -13 -14 leaf_value=-0.015641539788030179 0.0042276140510796277 0.0099851417966270971 0.0097381312960147567 0.017549769927455112 -0.011584342881393601 -0.0082219490194884622 0.018207791840045895 -0.010917889888268953 -0.016401519477748795 -0.015403843836289257 0.0034411971516340035 0.008439758995447421 -0.017073829054592097 leaf_weight=1.8356941044330657 1.6790924817323674 3.1612835079431538 1.6960725933313359 2.6855407655239096 1.6612244844436634 2.1053527742624283 2.4680497497320175 1.6373811364173865 1.6568215638399117 2.0440216511487965 1.6935672163963316 1.7072179019451139 1.6910358220338819 leaf_count=8 7 13 7 11 7 9 10 7 7 9 7 7 7 internal_value=-0.000115106 0.00318036 -0.00555318 0.00542016 0.00200054 0.0044085 0.00806786 0.00285269 -0.00851228 -0.0115313 -0.00637135 0.0140092 -0.0161599 internal_weight=27.7224 17.2617 10.4606 15.4261 11.0333 9.37207 7.26671 4.79866 8.76454 7.08545 3.35039 4.39276 3.73506 internal_count=116 72 44 64 46 39 30 20 37 30 14 18 16 is_linear=0 shrinkage=0.01 Tree=47 num_leaves=13 num_cat=0 split_feature=48 34 30 32 49 70 49 33 63 15 55 1 split_gain=6.0421 4.82987 5.54986 4.64085 4.70797 4.49176 3.7382 2.6279 2.24685 2.51819 0.00836441 0.00596473 threshold=29.579504970445917 22.039112926899069 0.1316194740059464 0.07622796260323364 44.108135255929639 -0.0777134598161522 38.949236366064703 34.244162278865566 100.42837482797979 73.329086290386797 9.485323629797298 30.606563015062211 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 7 3 4 6 -1 -3 -2 9 -5 -7 -10 right_child=1 2 -4 8 -6 10 -8 -9 11 -11 -12 -13 leaf_value=0.0018055771454950054 -0.012772691129757763 0.0032251597881285884 -0.0092178529639909065 -0.0022796400425333595 0.011837751023526346 -0.0153862610428729 -0.016149886317381061 0.0024349962078771777 0.017837941903558047 0.013899439057847483 -0.016342392054430992 0.01706784507149367 leaf_weight=2.3757874965667725 2.7951155751943615 2.1366943120956448 2.401464730501174 1.7108951807022079 2.431760311126709 2.0415166467428238 1.8649943917989729 1.9145918041467664 1.7196721285581587 2.197805255651474 1.6580562144517896 2.4227523058652878 leaf_count=10 12 9 10 7 10 9 8 8 7 9 7 10 internal_value=-0.000114228 0.00236424 0.0048618 0.00719613 0.00086397 -0.00892428 -0.00580462 -0.00659046 0.012256 0.00681762 -0.0158148 0.0173875 internal_weight=27.6711 21.5957 16.886 14.4846 6.43345 6.07536 4.00169 4.70971 8.05112 3.9087 3.69957 4.14242 internal_count=116 90 70 60 27 26 17 20 33 16 16 17 is_linear=0 shrinkage=0.01 Tree=48 num_leaves=13 num_cat=0 split_feature=48 34 30 32 49 70 49 33 63 50 70 69 split_gain=5.93598 4.74144 5.44781 4.55859 4.61792 4.42921 3.68064 2.58581 2.21567 2.4607 0.00682717 0.00604902 threshold=29.579504970445917 22.039112926899069 0.1316194740059464 0.07622796260323364 44.108135255929639 -0.0777134598161522 38.949236366064703 34.244162278865566 100.42837482797979 34.451042643197091 0.23758020714892272 0.7990478781287752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 7 3 4 6 -1 -3 -2 9 -5 -7 -10 right_child=1 2 -4 8 -6 10 -8 -9 11 -11 -12 -13 leaf_value=0.0017872676546191683 -0.012683526044664604 0.0031925527551402047 -0.0091389453781983362 0.013762632332559295 0.011723681916385849 -0.015335948625326362 -0.016052830582815081 0.0024099994720681848 0.016937928493679914 -0.0022361713203865306 -0.016201624447699445 0.017714386764318579 leaf_weight=2.3761234879493713 2.786660015583041 2.136931136250499 2.3979948908090583 2.1948539465665804 2.4308710247278214 2.0332372784614594 1.8575447797775266 1.9151029735803602 2.4144953638315201 1.7106024771928785 1.650602802634239 1.7167244404554365 leaf_count=10 12 9 10 9 10 9 8 8 10 7 7 7 internal_value=-0.000113335 0.00234428 0.00482064 0.00713532 0.000856323 -0.00885769 -0.0057571 -0.00653569 0.0121554 0.0067551 -0.0157238 0.0172606 internal_weight=27.6217 21.5618 16.86 14.462 6.42535 6.05996 3.99448 4.70176 8.03668 3.90546 3.68384 4.13122 internal_count=116 90 70 60 27 26 17 20 33 16 16 17 is_linear=0 shrinkage=0.01 Tree=49 num_leaves=13 num_cat=0 split_feature=48 47 70 5 10 70 40 5 27 67 15 70 split_gain=5.83204 4.54113 4.36809 3.48314 4.68252 3.24547 3.62138 3.21864 2.09789 3.54502 4.73791 0.00650899 threshold=29.579504970445917 31.333756589269111 -0.0777134598161522 0.50639809363777033 17.500000000000004 0.083340202563407226 1.9244666444385621 0.425455342421801 0.92995016034031919 0.85448441374537032 82.720381178766971 0.23758020714892272 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 5 6 -3 -7 9 10 -5 -4 right_child=1 3 11 8 -6 7 -8 -9 -10 -11 -12 -13 leaf_value=0.0017691486562663456 0.017918627539983793 -0.01607418023368376 -0.015255126679281167 -0.015793208715337931 0.014921710184288823 0.017320471441891996 0.0029747608863320814 -0.00036237126514398365 -0.012454092723099792 0.010192805360223359 0.005421452260906269 -0.016102193432982515 leaf_weight=2.3764527887105942 1.7183766216039682 1.860541313886644 2.023617520928386 2.3070370703935605 3.1541801244020453 1.7051697224378584 2.1527472883462906 2.597253829240799 2.1507593244314194 1.9443225711584089 1.9362591207027433 1.6442192941904066 leaf_count=10 7 8 9 10 13 7 9 11 9 8 8 7 internal_value=-0.000112455 0.00232462 -0.00879206 0.000971833 0.00454722 0.000612143 -0.00585624 0.00664583 -0.00394631 -0.000989085 -0.00611274 -0.0156349 internal_weight=27.5709 21.5266 6.04429 19.8083 11.4699 8.31571 4.01329 4.30242 8.33838 6.18762 4.2433 3.66784 internal_count=116 90 26 83 48 35 17 18 35 26 18 16 is_linear=0 shrinkage=0.01 Tree=50 num_leaves=12 num_cat=0 split_feature=14 23 67 67 9 26 25 7 71 7 37 split_gain=3.339 6.21052 4.82881 4.02268 5.10266 3.20346 2.64454 2.62242 2.09056 1.67673 0.00829219 threshold=31.169871794871167 1.0983394246110205 -1.4850319523528908 0.075724827052155774 12.500000000000002 0.6953751474951243 -0.43240479537916193 0.54841425035180991 0.0049080518649195328 0.47978180259773495 9.3900608196460293 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 -5 -3 -6 9 -7 -4 -11 right_child=1 5 7 4 6 8 -8 -9 -10 10 -12 leaf_value=0.014956182836949944 0.00889288490096579 0.014592045204219781 -0.0053029747739194505 -0.010045281302905815 0.014484930569173101 -0.0076466007530024581 -0.0018596556508213417 0.00082655088343368613 0.0067465551536534055 -0.015975962781260299 -0.015161486617698271 leaf_weight=2.925584554672243 1.6718551814556146 2.4543428868055335 2.3475220054388029 2.6041070222854614 2.4386834502220154 1.8696681112051008 1.6663333028554914 1.9250523746013639 2.1925571113824844 2.3332661539316177 2.6924283504486084 leaf_count=12 7 10 10 11 10 8 7 8 9 10 12 internal_value=0.000444076 -0.00216038 -0.00675357 0.00517109 0.000904197 0.00557187 0.00785024 -0.00956684 0.000122003 -0.0122804 -0.0155396 internal_weight=27.1214 17.4867 10.9701 9.63471 6.70912 6.51657 4.10502 9.29827 4.06223 7.37322 5.02569 internal_count=114 74 47 40 28 27 17 40 17 32 22 is_linear=0 shrinkage=0.01 Tree=51 num_leaves=13 num_cat=0 split_feature=51 57 13 39 70 6 56 36 5 36 50 51 split_gain=3.29223 5.61599 4.66047 4.69785 5.34838 2.69013 2.53988 4.19466 1.63705 1.37479 0.207049 0.00655675 threshold=8.8399908480707641 20.889042762837089 20.348184689270223 1.8938151809507169 0.083340202563407226 0.50560551291951239 28.64126978896358 15.637744783742603 0.4912965512721062 16.526452656317463 17.737988747091617 21.292655526337388 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 6 -5 -2 7 -4 -7 11 -3 -8 right_child=2 10 3 4 -6 8 9 -9 -10 -11 -12 -13 leaf_value=-0.0072104774296519016 -0.0023189549981748937 0.012627726659943512 0.0074401914965355979 0.014352432678027776 -0.0054300794816256681 0.0046401989731631559 -0.015219997990545651 -0.011962824136678941 0.017632510612088707 -0.0047629168915109829 0.017570919252686282 -0.016017885124109895 leaf_weight=1.6868065595626855 2.3718044161796596 1.6810785084962847 2.1753816753625852 2.4403262287378302 3.1062548756599426 1.9208225309848788 2.0216207355260849 2.2840145826339722 1.958804592490196 1.6239428669214246 1.7085027396678922 2.0995519608259201 leaf_count=7 10 7 9 10 13 8 9 10 8 7 7 9 internal_value=0.000440279 0.00769947 -0.00123455 -0.00413398 0.00327362 0.00607085 -0.00816033 -0.00249765 0.0112 -0.0125557 0.0151193 -0.0156265 internal_weight=27.0789 5.07639 22.0025 15.7511 5.54658 6.25143 10.2045 4.4594 3.87963 5.74512 3.38958 4.12117 internal_count=114 21 93 67 23 26 44 19 16 25 14 18 is_linear=0 shrinkage=0.01 Tree=52 num_leaves=13 num_cat=0 split_feature=14 23 65 36 57 61 66 11 19 39 68 20 split_gain=3.21687 6.03492 4.84633 3.79291 3.21689 4.35323 3.09274 3.83694 2.56597 2.32108 1.07263 0.831348 threshold=31.169871794871167 1.0983394246110205 92.356333399797094 12.344934827009242 145.66275476668073 99.428045948198545 0.052018535087010834 12.500000000000002 1.1639332472554333 2.6871718925850288 0.29803569163413729 -1.6248380238419844 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 4 -3 -4 5 8 11 -8 -2 -9 -7 -1 right_child=1 2 3 -5 -6 10 7 9 -10 -11 -12 -13 leaf_value=0.0077631848445532513 -0.0027330228676491842 0.017583544430892169 0.0097104052940729831 -0.0091596292475623325 -0.015549006017898433 -0.0051540126869936385 -0.0091745487730900185 0.013857165731005251 0.013153733991986825 -0.0018097263910457561 -0.016011465947415992 0.017641077869117356 leaf_weight=1.6931798011064532 2.5698680877685565 2.1979643404483786 1.9368292689323423 2.3669085949659348 2.968763530254364 1.6124809831380846 2.3556936234235764 2.1705359369516377 1.6821575462818144 1.6756771355867384 2.08831387758255 1.715074777603151 leaf_count=7 11 9 8 10 13 7 10 9 7 7 9 7 internal_value=0.00043658 -0.00212535 0.00550247 -0.000667468 -0.00666624 -0.00335033 0.00508137 0.000875946 0.00355199 0.00703158 -0.0112807 0.0127339 internal_weight=27.0334 17.4233 6.5017 4.30374 10.9216 7.95282 9.61016 6.20191 4.25203 3.84621 3.70079 3.40825 internal_count=114 74 27 18 47 34 40 26 18 16 16 14 is_linear=0 shrinkage=0.01 Tree=53 num_leaves=13 num_cat=0 split_feature=51 57 14 40 49 24 47 39 71 33 7 37 split_gain=3.18341 5.62881 5.13505 6.73577 3.34518 3.35744 3.45115 2.81139 2.2801 1.64951 0.257004 0.00644993 threshold=9.1720509670025852 33.351266065934674 34.32470853954171 3.2643787023718285 13.225822700299398 -0.21361982586045439 56.067394520677944 1.8938151809507169 0.0049080518649195328 29.343087316181546 0.49832781270343046 9.199590718843794 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 7 -2 6 -6 9 -5 -4 -3 -11 right_child=2 10 3 8 5 -7 -8 -9 -10 11 -12 -13 leaf_value=-0.0054475206662770994 0.017384575988146293 0.012445864529218363 -0.005582242133474009 -0.0021418914012361011 -0.00042265993242698261 -0.010710382886780691 0.017289984185921703 0.0013701312610532015 0.013766393781062971 -0.015799856029805923 0.017956314880399536 -0.015091707257649982 leaf_weight=2.1538886874914196 1.7064260691404358 1.6749677509069445 2.5436102449893934 1.6641877591609948 3.1035944372415543 1.6411146521568296 1.7039384990930555 1.90666127204895 1.9645215123891828 2.3114001750946045 1.7109358310699461 2.8998037725687027 leaf_count=9 7 7 11 7 13 7 7 8 8 10 7 13 internal_value=0.000432959 0.00719073 -0.00131273 -0.00514587 0.00493409 0.00163947 0.00585525 -0.00950884 0.00647058 -0.0121836 0.0152304 -0.0154058 internal_weight=26.9851 5.53979 21.4453 13.2902 8.15507 6.44865 4.80753 9.66148 3.62871 7.75481 3.3859 5.2112 internal_count=114 23 91 57 34 27 20 42 15 34 14 23 is_linear=0 shrinkage=0.01 Tree=54 num_leaves=13 num_cat=0 split_feature=69 51 16 6 69 7 71 69 49 33 6 38 split_gain=3.16309 3.60925 4.18846 6.33702 5.74643 3.6906 2.6501 3.83089 2.38546 5.521 1.68826 0.00582512 threshold=0.4172821991048225 8.8399908480707641 -0.06521397071643785 0.56871372329019521 0.87478314730986806 0.48594265262768743 -0.10389817621893209 0.63862090922376169 19.973561273704849 42.343077920062719 0.53886533160864725 8.6610828845432053 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 4 6 8 -2 11 -8 -3 -10 -11 -4 right_child=1 2 3 -5 -6 -7 7 -9 9 10 -12 -13 leaf_value=-0.010084828651408232 -0.0018683978179189424 0.017328444546168723 -0.015997489844666472 0.012764867273760278 -0.0093400544212397362 0.017125556162713527 0.0053104792823339001 -0.012072256951583035 -0.010463209359358124 0.0039443209325673908 0.017283377258386627 -0.015143020034129021 leaf_weight=2.5865088999271419 1.6607963293790842 2.1918817907571864 1.6288870126009034 1.6989629417657859 2.3571062833070755 2.6637042015790939 2.3776125162839756 2.7162403464317322 1.627133712172508 1.6758809536695483 2.187106728553772 1.5637713670730589 leaf_count=11 7 9 7 7 10 11 10 12 7 7 9 7 internal_value=0.00042939 0.00154627 -0.000242902 -0.00482863 0.00431833 0.00983105 -0.00843578 -0.00395867 0.0085092 0.00498819 0.0114965 -0.015579 internal_weight=26.9356 24.3491 20.0246 9.98547 10.0391 4.3245 8.28651 5.09385 7.682 5.49012 3.86299 3.19266 internal_count=114 103 85 43 42 18 36 22 32 23 16 14 is_linear=0 shrinkage=0.01 Tree=55 num_leaves=13 num_cat=0 split_feature=20 20 48 46 24 34 24 58 40 25 21 39 split_gain=3.53514 6.05686 4.76865 4.10431 6.25072 7.59295 3.5772 3.32538 2.36529 1.98877 0.834825 0.287717 threshold=2.1239068458216552 4.9561545582797466 29.579504970445917 5.5943766000736863 0.53217880790931893 25.812665329116214 -0.89963726574422409 104.70335297062176 1.3976409973085937 1.0236359091468432 0.74346340885427664 1.1654097060033646 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 11 4 5 -4 -7 -3 -2 -5 -10 -1 right_child=1 7 3 9 -6 6 -8 -9 10 -11 -12 -13 leaf_value=-0.015527395715521457 0.0012975737583031655 0.0041230605082187037 -0.015857541915385631 -0.00081904543058852503 0.017655158340839507 -0.0028136638295686877 0.014020965449219148 -0.0160073855293811 0.017433267266390617 -0.015972807077584247 0.008682074615072399 -0.0096802385454271191 leaf_weight=1.8289668262004917 1.9198368638753871 1.6522803306579592 2.3077265620231611 1.6284472048282617 2.4352112859487534 2.4029800593853015 2.6588517874479276 1.6302901059389112 3.1655888557434082 1.8498535007238386 1.6626184880733488 1.5587556809186933 leaf_count=8 8 7 10 7 10 10 11 7 13 8 7 7 internal_value=0.000575878 0.00526672 -0.00224654 0.000454453 0.00376528 -0.000824524 0.00602914 -0.00587473 0.0106865 -0.00887822 0.0144197 -0.012837 internal_weight=26.7014 10.0306 16.6708 13.2831 9.80477 7.36956 5.06183 3.28257 6.74804 3.4783 4.82821 3.38772 internal_count=113 42 71 56 41 31 21 14 28 15 20 15 is_linear=0 shrinkage=0.01 Tree=56 num_leaves=13 num_cat=0 split_feature=67 64 51 6 5 0 36 51 68 68 28 0 split_gain=3.21269 5.00587 5.37233 5.82307 4.37031 3.93818 3.49048 2.96377 2.82691 1.59049 0.00749642 0.00267983 threshold=2.8062936807397278 101.4102612152078 30.951852762509279 0.49016832209289934 0.50639809363777033 65.950241114142258 15.558402660681518 9.9050843498963097 0.45265595387301422 0.45265595387301422 0.60158839049630008 58.707182564586937 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 9 8 -6 -7 11 10 -3 -5 right_child=-2 4 -4 5 6 7 -8 -9 -10 -11 -12 -13 leaf_value=0.012916235493991868 -0.011924593410065258 0.017624910974033157 -0.015555355706506869 -0.015436249912826976 0.0066521205064887113 0.012935087495069253 -0.010962452607240311 -0.0042438961170331571 0.00031033531108865241 0.0061785830951242397 0.016684618942480158 -0.014850720189392149 leaf_weight=2.8823294043541017 1.9099832773208607 1.7126106470823272 2.5109195411205283 1.5944218337535843 2.8968538194894791 1.9241667985916135 1.8392107635736463 2.1006365120410919 1.9021523147821424 2.1584694683551788 1.67919085919857 1.5333442091941831 leaf_count=12 8 7 11 7 12 8 8 9 8 9 7 7 internal_value=0.000571299 0.00153623 -0.00225969 0.000537015 0.0068679 -0.00340358 -0.000188351 0.00396898 -0.00930291 0.012889 0.0171594 -0.0151492 internal_weight=26.6443 24.7343 14.448 11.9371 10.2863 9.05472 4.73606 4.0248 5.02992 5.55027 3.3918 3.12777 internal_count=113 105 62 51 43 39 20 17 22 23 14 14 is_linear=0 shrinkage=0.01 Tree=57 num_leaves=13 num_cat=0 split_feature=41 36 38 68 24 71 33 32 40 69 39 39 split_gain=3.55564 4.31847 4.45531 6.16865 3.36533 3.28745 4.14371 2.25055 2.16274 1.63466 1.30662 0.00957764 threshold=9.0207072473264223 13.550524893378153 8.6610828845432053 0.34052056962871841 -1.0000000180025095e-35 -0.14046088867471851 37.256586618127734 0.080738164360762338 2.0401218291060488 0.77179646668266477 1.1766600736271615 1.7821046544280583 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 10 7 -2 8 -7 -4 -1 -8 -3 -12 right_child=4 2 3 -5 -6 6 9 -9 -10 -11 11 -13 leaf_value=0.0037211138488927875 -0.0013412302532516706 -0.0057594214638633642 -0.012252706966370763 0.017021595097428861 0.017586047950962504 -0.0021072702006440175 0.0055547169810129925 0.0030997331284260904 -0.011957705681237465 0.017493656786772501 -0.014933845578121973 -0.015996571948158005 leaf_weight=1.6591608971357348 1.6441347301006319 2.3608146607875806 2.2831813097000127 1.6895425468683241 2.191618174314498 3.0434640347957664 1.8888329267501829 1.6412175148725507 1.8729336708784101 2.9192949384450912 1.7633923143148424 1.6337128728628156 leaf_count=7 7 10 10 7 9 13 8 7 8 12 8 7 internal_value=0.000566662 -0.000934649 -0.00529325 0.00104577 0.00947317 0.00341942 0.00702376 -0.00583218 -0.00459276 0.0128035 -0.0114738 -0.0154449 internal_weight=26.5913 22.7555 11.3719 5.61394 3.83575 11.3837 7.85159 3.9244 3.53209 4.80813 5.75792 3.39711 internal_count=113 97 49 24 16 48 33 17 15 20 25 15 is_linear=0 shrinkage=0.01 Tree=58 num_leaves=12 num_cat=0 split_feature=41 20 20 32 36 24 35 37 24 54 56 split_gain=3.49031 5.48299 7.77582 4.88146 4.8885 3.31047 2.73772 2.38471 3.78784 1.97892 2.78708 threshold=9.0207072473264223 4.9561545582797466 2.1239068458216552 0.078161240306935206 15.637744783742603 -1.0000000180025095e-35 17.395538211476516 8.9747068306794784 0.25822100505987861 6.4313023199941002 45.383943519497727 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 9 6 -2 -5 8 -4 10 -1 right_child=5 -3 7 4 -6 -7 -8 -9 -10 -11 -12 leaf_value=-0.014946175928427771 -0.00132794737047908 -0.015614957153280406 -0.0065291388136402917 -0.00074087107576558233 -0.0093036717804978047 0.017455318021715675 0.014159191849143249 0.017173402601783995 0.014140862881280794 -0.015689161051784001 0.0026938546749077255 leaf_weight=1.5444347560405822 1.6439751684665682 2.2857766449451438 1.635269328951835 2.1507529318332672 2.4987815171480179 2.1859799325466147 2.8903210461139679 2.6677984744310379 1.9363706260919569 2.9720122367143631 2.1322363317012787 leaf_count=7 7 10 7 9 11 9 12 11 8 13 9 internal_value=0.000561989 -0.000927041 0.000716455 -0.00337487 0.00213311 0.00939276 0.00780214 0.0100202 0.00467714 -0.00962113 -0.00471608 internal_weight=26.5437 22.7138 20.428 14.1885 7.53986 3.82996 5.04107 6.23944 3.57164 6.64868 3.67667 internal_count=113 97 87 61 32 16 21 26 15 29 16 is_linear=0 shrinkage=0.01 Tree=59 num_leaves=12 num_cat=0 split_feature=20 20 48 26 70 58 51 70 55 37 42 split_gain=3.37263 5.70516 4.54 4.24014 4.25638 3.17465 2.98122 2.67611 2.31017 4.01561 0.286497 threshold=2.1239068458216552 4.9561545582797466 29.579504970445917 -0.54553329338676615 0.37849195946858943 104.70335297062176 14.736775740498315 0.14872880581498707 22.033208245890275 9.199590718843794 2.0794400451988229 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 10 7 6 -3 -5 -4 -2 -10 -1 right_child=1 5 3 4 -6 -7 -8 -9 9 -11 -12 leaf_value=-0.015314884754376843 0.017142682588391817 0.0040655489748549307 0.00042123680993059017 0.0080763136174860604 -0.015793237274205642 -0.015711830507916469 -0.0067960237511988531 0.014383351093583715 -0.0038466835591262566 0.016834972373247655 -0.0094436835226572192 leaf_weight=1.807123720645911 2.9022282809019071 1.6394161581993105 2.8561062961816814 2.6387352347373918 2.2896391749382019 1.6074213981628416 2.7550912797451019 2.6432547718286514 2.1232136189937596 1.6829719841480253 1.5388787388801572 leaf_count=8 12 7 12 11 10 7 12 11 9 7 7 internal_value=0.000557587 0.00515577 -0.00221188 0.000428492 -0.00436954 -0.0057257 0.000479731 0.00713209 0.0104223 0.00529807 -0.0126146 internal_weight=26.4841 9.95525 16.5288 13.1828 7.68347 3.24684 5.39383 5.49936 6.70841 3.80619 3.346 internal_count=113 42 71 56 33 14 23 23 28 16 15 is_linear=0 shrinkage=0.01 Tree=60 num_leaves=13 num_cat=0 split_feature=36 38 51 49 66 68 6 5 68 36 24 28 split_gain=4.79628 4.48193 5.48864 3.33538 3.18395 3.18002 4.3676 5.18572 3.63287 2.54816 1.70208 0.0150378 threshold=13.550524893378153 8.0166780479145618 30.396169449559721 29.695048389272703 1.909541766582626 0.6899649976930039 0.49016832209289934 0.52254804383214071 0.41114312374731821 19.299234690932529 -0.049278807293974464 0.55271467417887488 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 9 3 -3 -4 6 10 8 -8 11 -1 -2 right_child=1 2 4 -5 -6 -7 7 -9 -10 -11 -12 -13 leaf_value=0.0036639155659880141 -0.014904299227278008 -0.015097736888193799 0.01713538121482211 0.0016031411224769981 -0.0012388763123877681 0.017091144868012217 0.011091204903695258 -0.015741015716451194 -0.0072675036492446396 -0.00071444898651922982 0.017423599789509636 -0.016175060329782599 leaf_weight=1.669031471014023 1.541504114866256 2.4339742213487607 2.1726883500814442 2.3507603108882904 1.6663874983787534 1.6891691088676442 2.591319814324379 2.0610778629779816 1.8455131053924558 1.6098624616861341 1.9486091434955612 2.3522023409605026 leaf_count=7 7 11 9 10 7 7 11 9 8 7 8 10 internal_value=-0.000314814 -0.00424606 0.000253541 -0.00689252 0.00915986 0.00438993 0.00226899 -0.0026339 0.00345485 -0.0112967 0.0110754 -0.015672 internal_weight=25.9321 14.1274 8.62381 4.78473 3.83908 11.8047 10.1156 6.49791 4.43683 5.50357 3.61764 3.89371 internal_count=111 61 37 21 16 50 43 28 19 24 15 17 is_linear=0 shrinkage=0.01 Tree=61 num_leaves=12 num_cat=0 split_feature=36 37 26 13 37 16 53 16 18 1 49 split_gain=4.71198 4.56631 4.24999 3.27744 4.28819 3.05847 7.7102 3.24083 4.77154 1.60867 0.00745926 threshold=13.550524893378153 8.6440245968900857 1.3831836936847945 14.946834470644012 13.728382158391302 -1.5868695523330365 -63.277344772378662 -0.15193587660778937 0.39243012805952887 70.848177867912199 27.138867377131451 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 -3 10 -1 -7 -8 -9 -10 -5 right_child=1 2 -4 4 -6 6 7 8 9 -11 -12 leaf_value=0.016844049736605648 -0.015748515030072727 0.0061961882385727354 0.010424862777197156 -0.014540075223397475 0.00090571288379623122 -0.016081436423048517 0.016928350538536252 -0.010939688271600781 0.013910742746855791 0.0015320528519512716 -0.015448608146488175 leaf_weight=1.6810867339372624 2.7600946277379981 2.1462885290384275 2.3950287699699393 1.5003416836261751 3.0174565315246582 1.8652784228324879 2.168244227766988 1.8055158555507702 2.3835235983133316 1.8762105107307432 2.2723530977964401 leaf_count=7 12 9 10 7 13 8 9 8 10 8 10 internal_value=-0.000312451 -0.00421441 -0.00140495 -0.00457543 -0.00798021 0.00435523 0.00227629 0.00643518 0.00268402 0.00845852 -0.0150873 internal_weight=25.8714 14.0916 11.3315 8.93644 6.79015 11.7799 10.0988 8.23349 6.06525 4.25973 3.77269 internal_count=111 61 49 39 30 50 43 35 26 18 17 is_linear=0 shrinkage=0.01 Tree=62 num_leaves=13 num_cat=0 split_feature=36 68 40 5 24 68 20 70 30 28 47 15 split_gain=4.62971 3.37212 5.25748 5.41424 4.10026 3.09005 4.26733 3.88553 3.15037 2.4099 0.227956 0.0165258 threshold=13.550524893378153 0.58755485621984016 2.1115823989231672 0.49902657195152211 0.30924137057797424 0.6899649976930039 2.2294555396177422 -1.0000000180025095e-35 0.078221319372263856 0.61759952362772863 49.682162014518234 51.897003745318507 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -4 11 6 7 -1 -8 -9 -3 -2 right_child=1 10 3 -5 -6 -7 8 9 -10 -11 -12 -13 leaf_value=-0.012655656660012228 -0.015899775160665222 -0.015835139284508679 0.016764186546991761 -0.003723903648039666 0.0020293342980708231 0.016879976478155676 0.017285037412594198 -0.0049732064631838298 -2.6855308547941533e-07 0.012272315452328491 -0.010500202384081083 -0.014485389962211928 leaf_weight=2.5355011969804755 1.8543464392423614 1.619458690285682 2.3995411694049835 2.7890422344207764 2.3211977630853653 1.6794927269220341 2.4289200007915497 1.5804741531610518 1.8632479757070539 1.6628191918134687 1.5846245884895322 1.4897547811269758 leaf_count=11 8 7 10 12 10 7 10 7 8 7 7 7 internal_value=-0.000310148 -0.00418239 -0.00152136 0.00575113 -0.0081819 0.00432251 0.00222835 -0.00338164 0.00978141 0.00386848 -0.0131967 -0.0152697 internal_weight=25.8084 14.058 10.8539 5.18858 5.6653 11.7505 10.071 5.77879 4.29217 3.24329 3.20408 3.3441 internal_count=111 61 47 22 25 50 43 25 18 14 14 15 is_linear=0 shrinkage=0.01 Tree=63 num_leaves=13 num_cat=0 split_feature=20 20 33 69 41 31 19 5 38 38 68 4 split_gain=3.8468 9.1015 5.78507 4.31387 3.68461 3.6351 2.59826 2.17902 1.58467 1.23503 0.00623576 0.00507583 threshold=1.9265602113858973 4.9561545582797466 35.029456473167059 0.68384175912210432 7.4415629724502068 0.079440485387478207 1.0555216595485086 0.55525883816054511 7.3977773091518895 11.739382609007722 0.16178328077234425 55.749297686272804 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 8 9 7 5 -5 -3 -4 -2 10 -1 -10 right_child=1 6 3 4 -6 -7 -8 -9 11 -11 -12 -13 leaf_value=-0.015765494347029087 0.0065517453217399527 0.0010508794869532846 0.016860238127509912 -0.0086317827423516933 -0.015955316409900108 0.0086057953198138155 -0.015315997147124392 0.0016915184806470696 0.016342980050086407 -0.0046149221586441061 -0.014928737933205647 0.01712186197518822 leaf_weight=1.6170571446418791 2.8105354756116849 1.8657970726490023 1.9208350181579574 2.2877128124237061 1.8544225692749021 2.6296128332614899 2.0201486200094223 1.8680205196142194 1.65637543797493 1.5445615351200102 1.9825152307748792 1.6907342076301572 leaf_count=7 12 8 8 10 8 11 9 8 7 7 9 7 internal_value=-0.000307787 0.00452554 -0.00339883 0.000837121 -0.00394359 0.000586268 -0.00745761 0.0093816 0.0120878 -0.012095 -0.0153046 0.0167364 internal_weight=25.7483 10.0436 15.7047 10.5606 6.77175 4.91733 3.88595 3.78886 6.15765 5.14413 3.59957 3.34711 internal_count=111 43 68 45 29 21 17 16 26 23 16 14 is_linear=0 shrinkage=0.01 Tree=64 num_leaves=13 num_cat=0 split_feature=36 37 64 49 0 16 24 20 6 61 48 69 split_gain=4.50584 4.42575 3.87589 4.81506 4.56711 2.97002 4.04678 4.15189 3.04803 2.9425 1.51378 0.00355726 threshold=13.550524893378153 8.6440245968900857 101.4102612152078 44.568198205409168 67.493409417456618 -1.5868695523330365 -0.1237575312101472 2.5807740177610343 0.49016832209289934 104.80227282552876 32.728445996266274 0.63862090922376169 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 4 10 11 -1 7 -7 -8 -10 -4 -3 right_child=1 2 3 -5 -6 6 8 -9 9 -11 -12 -13 leaf_value=0.0166204380155975 -0.015548034825112496 -0.014561130331108634 0.0037267750723348455 -0.0078428036814381687 0.0039760357182012426 -0.012533518288136739 0.01710016301398392 0.007506356937233321 0.011692762646957112 -0.0067868813892878275 0.016550672803751065 -0.015220738389651193 leaf_weight=1.6701606512069691 2.7340446710586539 1.712035790085791 1.6124229431152346 2.1053672581911087 2.1140422523021698 2.738659441471099 2.1767083555460003 1.6607973426580427 1.6414729803800585 1.8137028962373731 2.1450675576925278 1.5649836957454679 leaf_count=7 12 8 7 9 9 12 9 7 7 8 9 7 internal_value=-0.00030546 -0.00413594 -0.00136347 0.00426404 -0.00748348 0.0042735 0.0022178 -0.00496845 0.00783149 0.00199236 0.0110477 -0.0148761 internal_weight=25.6895 13.988 11.2539 5.86286 5.39106 11.7015 10.0313 4.39946 5.63188 3.45518 3.75749 3.27702 internal_count=111 61 49 25 24 50 43 19 24 15 16 15 is_linear=0 shrinkage=0.01 Tree=65 num_leaves=13 num_cat=0 split_feature=37 51 32 0 51 21 17 17 24 22 7 51 split_gain=4.16895 4.76702 6.32681 4.65689 3.98033 3.59048 3.06187 2.9304 2.7936 1.64648 1.17788 0.0147216 threshold=7.8883846522555228 9.1720509670025852 0.07622796260323364 31.051031744814313 24.273156974146918 -1.3591669844426482 0.97613665753064638 0.84928038088714086 0.093777727317716553 0.67412318796327364 0.47032601645285271 21.292655526337388 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 7 10 5 -5 -4 -6 -2 -1 -10 -3 -12 right_child=1 2 3 4 6 -7 -8 -9 9 -11 11 -13 leaf_value=-0.0023630752979073109 -0.0014181191497005818 -0.0052891147262163806 -0.003546024762945757 -0.015231830876440967 -0.010191656761528197 0.014227483443437 0.0077393408233528216 0.017340772274745682 0.016727510375849543 0.0037033884745585562 -0.014667055423059438 -0.015764545018728812 leaf_weight=2.3179202526807812 1.6382876783609419 1.5749951899051691 1.8896540701389311 2.6835425645112991 1.5911274105310442 2.8520609587430936 2.3719483315944672 1.6936137378215788 2.3824215978384018 1.637988746166229 2.3748961985111237 2.5182243585586548 leaf_count=10 7 7 8 12 7 12 10 7 10 7 11 11 internal_value=-0.000735034 -0.00286354 -0.00491246 -0.000426514 -0.00582765 0.00714444 0.00054026 0.00811707 0.00638033 0.0114212 -0.0128108 -0.0152319 internal_weight=27.5267 21.1884 17.8564 11.3883 6.64662 4.74172 3.96308 3.3319 6.33833 4.02041 6.46812 4.89312 internal_count=119 92 78 49 29 20 17 14 27 17 29 22 is_linear=0 shrinkage=0.01 Tree=66 num_leaves=15 num_cat=0 split_feature=37 48 60 31 39 35 48 14 40 68 61 64 5 55 split_gain=4.09365 3.81251 3.18426 3.67283 3.44561 2.84081 2.31773 2.24888 1.99017 1.6804 1.78404 0.701655 0.257889 0.00558397 threshold=7.8883846522555228 29.579504970445917 104.25642191988415 0.080722971800105708 4.5001450269603014 17.395538211476516 9.9442367987652265 83.50310559006148 3.1295345541889801 0.16178328077234425 96.019453866672976 103.25266636645246 0.5034194201536808 6.3439522775262969 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 6 7 12 8 -1 -2 9 -5 -3 -11 -7 -4 -8 right_child=1 2 3 4 -6 11 13 -9 -10 10 -12 -13 -14 -15 leaf_value=-0.00066722475897438595 -0.00221705165574303 0.016412413342342044 -0.0099352632342281973 -0.0017104889947052639 -0.011039839666362882 0.0080124859597877351 -0.014442039035518071 -0.0054056849964554008 0.013361991730221751 -0.0024841947606744305 0.011747342659141367 0.017237221828659881 -0.015644999845357485 -0.015241771134221784 leaf_weight=3.0294906347990063 2.4825439006090191 1.6577667444944371 1.5743285566568359 1.6177759468555453 1.6542450934648512 1.6077409386634829 1.6978860497474673 1.6150787621736524 1.910675600171089 1.8725446164608004 1.6632388085126875 1.6926325410604475 1.5899196267127989 1.7972625494003294 leaf_count=13 11 7 7 7 7 7 8 7 8 8 7 7 7 8 internal_value=-0.000729421 -0.0028424 -0.000174906 -0.00431475 0.000868398 0.00632509 -0.00960543 0.00490028 0.00645134 0.00810521 0.00421035 0.0127435 -0.0128042 -0.0148533 internal_weight=27.4631 21.1333 15.1556 8.34694 5.1827 6.32986 5.97769 6.80863 3.52845 5.19355 3.53578 3.30037 3.16425 3.49515 internal_count=119 92 65 36 22 27 27 29 15 22 15 14 14 16 is_linear=0 shrinkage=0.01 Tree=67 num_leaves=14 num_cat=0 split_feature=37 38 0 6 44 45 7 67 7 6 8 47 68 split_gain=4.01819 4.04755 3.16212 5.12799 4.37643 4.31392 4.09061 2.10977 1.80487 1.33282 1.28944 0.0112409 0.00246225 threshold=7.8883846522555228 4.7093911271064934 31.051031744814313 0.52244365686632666 30.143130409150043 30.72102217858831 0.52819194761384558 -1.4850319523528908 0.56563580168515326 0.53315692688844896 6.5000000000000009 19.307697176094436 0.56650888812403621 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 7 -6 -7 -4 -5 -3 -9 -12 -13 right_child=2 9 4 8 5 6 -8 10 -10 -11 11 12 -14 leaf_value=-0.0062598344086112348 -0.0073312019167166833 0.016517862668595427 6.2855811594552841e-05 0.016561140624647808 0.013401941122473948 -0.015127555606239225 0.0043435897548190876 -0.0046594774314321456 0.0026298732633614724 0.0056054232142656946 -0.014516451355831843 -0.01520284821515141 -0.015759319928460389 leaf_weight=1.8319302797317529 2.8018634766340282 2.375729039311409 1.6076072156429315 2.1426596790552144 1.9101945161819447 2.0014428943395615 2.3409358859062195 1.5321128666400863 1.6431005895137785 2.1162780523300171 1.9239916801452634 1.5695806294679644 1.6115505695343015 leaf_count=8 12 10 7 9 8 9 10 7 7 9 9 7 7 internal_value=-0.000723591 0.00626778 -0.00282048 0.00292442 -0.00543096 0.000878269 -0.00463084 -0.0102156 0.0105147 0.0113768 -0.0127052 -0.0151198 -0.0154848 internal_weight=27.409 6.32394 21.085 6.58762 14.4974 6.25257 4.34238 8.24484 3.78576 4.49201 6.63724 5.10512 3.18113 internal_count=119 27 92 28 64 27 19 37 16 19 30 23 14 is_linear=0 shrinkage=0.01 Tree=68 num_leaves=13 num_cat=0 split_feature=37 51 32 34 40 38 63 50 68 35 7 51 split_gain=3.94654 4.59546 6.1361 4.43764 5.23401 3.97538 3.00233 2.41738 1.82843 1.71254 1.16976 0.014072 threshold=7.8883846522555228 9.1720509670025852 0.07622796260323364 24.082179396942397 3.8132107237892501 4.7093911271064934 98.644424188386708 26.676775349736207 0.081887748205922886 17.395538211476516 0.47032601645285271 21.292655526337388 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 6 10 7 8 -1 -2 -4 -5 -7 -3 -12 right_child=1 2 3 4 -6 9 -8 -9 -10 -11 11 -13 leaf_value=-0.0062052545379468384 0.017308605734235719 -0.0051288440961349303 -0.01491710069034625 0.003169230438740222 -0.0066315939027162662 0.0039922284352919349 -0.0017268263495748874 -0.0002439224705442451 0.01665925156499052 0.016524061808876181 -0.014514159284709735 -0.015592972235929805 leaf_weight=1.8295748680830026 1.6953716278076201 1.5665989965200449 2.4098137468099576 1.627330347895622 2.5452706813812256 1.8734101951122282 1.6206216961145399 2.1022935658693314 2.6261789351701736 2.6092371493577957 2.3455217927694321 2.4955592751502991 leaf_count=8 7 7 11 7 11 8 7 9 11 11 11 11 internal_value=-0.000718033 -0.00279907 -0.00482111 -0.000391824 0.0047109 0.00621672 0.00800544 -0.00808053 0.0114982 0.0112867 -0.0126397 -0.0150703 internal_weight=27.3468 21.0346 17.7186 11.3109 6.79878 6.31222 3.31599 4.51211 4.25351 4.48265 6.40768 4.84108 internal_count=119 92 78 49 29 27 14 20 18 19 29 22 is_linear=0 shrinkage=0.01 Tree=69 num_leaves=14 num_cat=0 split_feature=51 51 17 31 34 58 26 63 7 41 71 62 71 split_gain=3.7057 4.62064 5.37544 4.20578 3.43277 8.12637 3.67649 3.10494 3.08538 0.358117 0.304175 0.00582244 0.0028947 threshold=46.077629816063812 9.1720509670025852 0.60757054827511603 0.0754308374504679 24.082179396942397 131.28824422060174 -1.2345062551073738 102.60413797876213 0.46599748300669458 3.3632214862139862 -0.2109931890010964 100.1048947331164 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 8 7 6 -6 10 -3 -10 -5 -11 -8 right_child=-2 3 -4 4 5 -7 12 -9 9 11 -12 -13 -14 leaf_value=-0.0039253077434295838 0.0095981480034675031 0.0013009436511365589 0.01650072785140454 -0.015709227438572271 -0.0017843914871703026 -0.015388055847612223 0.016887886781909393 0.0043820522558293083 -0.0093134011904279796 -0.015290381719027921 -0.0094869368123361181 -0.014556274800661859 0.016298751366207714 leaf_weight=2.5563275963068071 3.090757653117179 1.8439724594354654 2.59754878282547 1.607100650668144 1.6149526983499587 1.5893188118934629 1.6846593022346437 1.6177405416965482 1.5051271021366117 2.452296182513237 1.5370162129402145 1.9312561154365537 1.6517214477062223 leaf_count=11 13 8 11 7 7 7 7 7 7 11 7 9 7 internal_value=-0.000712635 -0.0020301 0.00636939 -0.00430431 -0.000416347 0.00428598 0.0106011 -0.00687523 -0.00998718 -0.0135219 -0.0126674 -0.014967 0.0165962 internal_weight=27.2798 24.189 5.15388 19.0352 11.3025 6.54065 4.95133 4.76186 7.73265 5.88868 3.14412 4.38355 3.33638 internal_count=119 106 22 84 49 28 21 21 35 27 14 20 14 is_linear=0 shrinkage=0.01 Tree=70 num_leaves=12 num_cat=0 split_feature=20 7 52 70 58 28 54 37 20 39 57 split_gain=3.587 5.09577 6.18046 4.91407 3.42005 4.83672 2.99099 2.57304 2.28163 0.0152093 0.00814201 threshold=2.1239068458216552 0.5235863683804326 12.796763688579434 -0.023384825158523376 127.63034250954506 0.56329039275762383 -1.0000000180025095e-35 12.056925971707047 -2.8117351075092993 1.4094115471213511 111.03465729281625 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 8 5 6 -5 10 -1 -10 -7 right_child=1 -3 -4 4 -6 7 -8 -9 9 -11 -12 leaf_value=-0.0021084418642917701 0.0096625670086262633 0.016922277028197503 -0.012215740861797815 0.0037014628198048906 -0.0088762439154934925 0.015806749668180489 -0.014716098946183694 0.0014958144122250638 -0.01452971526786812 -0.015927373348684125 0.016799755245756675 leaf_weight=2.2876151353120804 3.0476373583078367 2.8815468102693558 2.2403888553380966 2.0951565951108937 2.3117071539163598 1.6238414794206621 1.5225263983011226 1.8167536258697508 1.4966189712286042 1.6228443086147306 1.6799573153257368 leaf_count=10 13 12 10 9 10 7 7 8 7 7 7 internal_value=0.000806616 0.00622338 0.00039334 -0.00188237 0.00194013 0.0048016 -0.00404969 0.0110551 -0.00969403 -0.0152568 0.0163117 internal_weight=24.6266 8.16957 5.28803 16.457 11.0499 8.73824 3.61768 5.12055 5.40708 3.11946 3.3038 internal_count=107 35 23 72 48 38 16 22 24 14 14 is_linear=0 shrinkage=0.01 Tree=71 num_leaves=13 num_cat=0 split_feature=20 7 20 70 60 31 54 37 0 20 39 51 split_gain=3.5239 5.01339 5.96132 4.83027 4.01243 5.52548 3.13688 2.6048 2.59545 2.25654 0.0145419 0.00866344 threshold=2.1239068458216552 0.5235863683804326 2.8756066016452313 -0.023384825158523376 137.76213962374723 0.0754308374504679 -1.0000000180025095e-35 12.056925971707047 65.950241114142258 -2.8117351075092993 1.4094115471213511 15.942816978391358 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 9 5 6 -5 11 -4 -1 -11 -7 right_child=1 -3 8 4 -6 7 -8 -9 -10 10 -12 -13 leaf_value=-0.0020877532605095219 0.016204022106300998 0.016807182698066712 0.0015990984314447033 0.0036637905772308925 -0.011434726876542485 0.015746011424937638 -0.014565949922325842 0.0014807354745259022 -0.015299100398509624 -0.014464584837099781 -0.015834574009147256 0.016738185242247891 leaf_weight=2.2871833145618439 1.6421468108892421 2.8723128139972687 1.839279964566231 2.0955306589603429 1.8673771470785148 1.8506260663270953 1.71761831641197 1.8169008344411848 1.7969468683004377 1.4883656501770066 1.6160654574632642 1.6780732125043867 leaf_count=10 7 12 8 9 8 8 8 8 8 7 7 7 internal_value=0.000800423 0.00617548 0.000390064 -0.00186806 0.00192489 0.00464879 -0.00454773 0.0112089 -0.00675164 -0.00962483 -0.0151778 0.0162178 internal_weight=24.5684 8.15069 5.27837 16.4177 11.0261 9.15875 3.81315 5.3456 3.63623 5.39161 3.10443 3.5287 internal_count=107 35 23 72 48 40 17 23 16 24 14 15 is_linear=0 shrinkage=0.01 Tree=72 num_leaves=11 num_cat=0 split_feature=20 7 52 34 46 23 70 25 44 39 split_gain=3.46408 4.93116 5.98375 4.75701 4.56137 2.7611 3.34981 3.46735 2.51608 0.00599379 threshold=2.1239068458216552 0.5235863683804326 12.796763688579434 25.812665329116214 9.8216068912938859 0.62699154144057834 -0.023384825158523376 -1.7955387251567225 19.78895602530174 1.6677826069686141 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 8 5 6 -5 -8 9 -1 right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 leaf_value=-0.014645196058567005 0.0095070784612298429 0.016694761925334541 -0.012078214563383852 -0.008370433756578647 -0.0091820260716460982 0.016075721766388978 -0.0037384234573211769 0.013905814420363975 0.00027982268857062727 -0.0154960628799404 leaf_weight=1.7226920127868717 3.039677754044531 2.8627857565879822 2.2238619774580002 2.03611668944359 2.8976419121026984 1.8698246181011198 1.8304425477981578 2.844600796699519 1.5797944068908689 1.5939119905233381 leaf_count=8 13 12 10 9 13 8 8 12 7 7 internal_value=0.000794574 0.00613213 0.000387225 -0.00185426 0.00166596 0.00532912 0.00233497 0.00699748 -0.0101067 -0.0150541 internal_weight=24.5014 8.12633 5.26354 16.375 11.4786 8.58098 6.71116 4.67504 4.8964 3.3166 internal_count=107 35 23 72 50 37 29 20 22 15 is_linear=0 shrinkage=0.01 Tree=73 num_leaves=12 num_cat=0 split_feature=20 20 48 55 26 41 55 57 15 17 20 split_gain=3.40356 4.60995 4.29466 4.33642 4.63943 4.14867 2.92386 2.0082 3.39586 1.3201 0.25501 threshold=2.1239068458216552 4.6434213254611398 29.579504970445917 19.591007846921787 1.0000000180025095e-35 8.4137885166036632 24.327656796055802 181.26166483495862 81.194483629336318 1.295038187476061 -2.6065483811962662 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=2 9 -1 4 10 -3 -5 8 -8 -2 -4 right_child=1 5 3 6 -6 -7 7 -9 -10 -11 -12 leaf_value=-0.014416436072739545 0.016198582688581629 -0.015031102010942829 0.011118646126694479 -0.01574369054454829 -0.0034708731298178468 0.0078207628602811469 -0.012572730289485551 0.0080205868451088073 0.0053331332508388517 0.0055349992446094565 0.016514927058781225 leaf_weight=2.3283677548170152 3.053478077054022 1.5476107150316241 1.62265981733799 1.8338730782270429 2.6556193083524704 1.6324490904808042 2.4732781499624252 1.664634436368942 1.8524436652660368 1.8730248510837553 1.9024526178836803 leaf_count=11 13 7 7 8 12 7 11 7 8 8 8 internal_value=0.000788602 0.00608568 -0.00184044 0.000250355 0.00651109 -0.00330035 -0.0046953 -0.00131297 -0.00490474 0.0121444 0.0140309 internal_weight=24.4399 8.10656 16.3333 14.005 6.18073 3.18006 7.82423 5.99036 4.32572 4.9265 3.52511 internal_count=107 35 72 61 27 14 34 26 19 21 15 is_linear=0 shrinkage=0.01 Tree=74 num_leaves=11 num_cat=0 split_feature=20 7 52 34 41 55 7 44 34 51 split_gain=3.34445 4.82974 5.8426 4.64571 4.37718 4.19695 4.38666 2.47085 1.8882 0.00270419 threshold=2.1239068458216552 0.5235863683804326 12.796763688579434 25.812665329116214 3.4792003752773248 19.591007846921787 0.55894179610984029 19.78895602530174 32.713548623676942 17.691468131998651 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 7 -5 8 -7 9 -6 -1 right_child=1 -3 -4 4 5 6 -8 -9 -10 -11 leaf_value=-0.015242937098537591 0.0093752738830083174 0.016524740914131746 -0.012003778550633754 -0.014407852390696686 0.0039962212110213214 0.0061116531851634114 -0.01251254364949589 0.00028441802970098818 0.016520558828098782 -0.014668892841709767 leaf_weight=1.5691207051277225 3.0257449895143491 2.8468047231435776 2.2133793979883194 1.4766854941844929 2.244013845920561 2.8068571984767914 2.3017823249101639 1.5762846916913984 2.596693828701973 1.7203396707773206 leaf_count=7 13 12 10 7 10 12 10 7 11 8 internal_value=0.000782672 0.00604024 0.000343239 -0.00182676 0.00165796 0.00404246 -0.00227979 -0.0100098 0.0107146 -0.0149427 internal_weight=24.3777 8.08593 5.23912 16.2918 11.426 9.94935 5.10864 4.86575 4.84071 3.28946 internal_count=107 35 23 72 50 43 22 22 21 15 is_linear=0 shrinkage=0.01 Tree=75 num_leaves=12 num_cat=0 split_feature=7 59 64 59 70 62 8 67 65 40 22 split_gain=4.74172 4.92695 3.79262 4.93121 3.47676 2.87057 2.67372 2.51623 2.08337 0.814131 0.270802 threshold=0.47786574286180727 118.93921620358805 101.4102612152078 99.419375028502841 0.11487555618928781 102.17725259611878 12.500000000000002 -1.4850319523528908 106.96212474013807 4.3184305079370695 -0.16891770897773148 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 -5 8 -2 -4 -3 -8 right_child=1 9 6 5 -6 -7 10 -9 -10 -11 -12 leaf_value=-0.012799276156708134 0.0084867950967849968 -0.015645032620237542 0.0093405997027709384 -0.015768268266860664 0.014025233540490827 -0.00076609343633687009 0.011239979537416107 -0.0080135652247717449 -0.0062692979819299211 -0.0055836862732777581 0.016654087356438849 leaf_weight=2.8841389119625118 1.605965375900275 1.6005932390689843 1.8487765640020364 2.4902532994747162 2.5923461318016052 2.6145345121622086 1.625346824526787 2.1770164370536795 1.590597942471504 1.6164177954196928 2.1405029445886612 leaf_count=13 7 7 8 11 11 12 7 10 7 7 9 internal_value=-0.00074621 0.000840959 0.00280893 -0.000760259 0.00510438 -0.00808456 0.00849574 -0.00100877 0.00212153 -0.0105896 0.0143173 internal_weight=24.7865 21.9024 18.6853 11.4801 6.37533 5.10479 7.20522 3.78298 3.43937 3.21701 3.76585 internal_count=109 96 82 51 28 23 31 17 15 14 16 is_linear=0 shrinkage=0.01 Tree=76 num_leaves=13 num_cat=0 split_feature=58 25 48 45 34 37 44 38 6 13 35 57 split_gain=3.80434 4.07342 3.16913 4.9642 5.02403 3.18683 3.07957 2.99435 2.71255 2.03779 1.34541 0.011608 threshold=122.86437851752213 2.2671491717083785 29.579504970445917 34.207397464947455 24.082179396942397 12.056925971707047 -26.436528098382535 7.5020933735471278 0.49245175707890271 90.276397252013098 23.238646740641567 106.28016314907056 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 5 -4 7 -6 -1 -5 -2 -8 right_child=10 -3 3 9 6 -7 11 -9 -10 -11 -12 -13 leaf_value=0.00035706716880060449 -0.0039014360314568414 0.016131757725852704 -0.015196959871987714 -0.015677611208191541 -0.0068039151366434446 0.0048362165132300244 0.015557213638376801 0.01179693940438541 -0.014401066597479112 -8.7211808164797144e-05 -0.015333708996611347 0.016652885995961531 leaf_weight=2.4508859068155386 2.0967726260423651 1.6402308791875828 1.5641364753246292 1.8032862246036523 1.6210740506649073 1.6128953546285627 2.2923195958137463 1.8566437214612959 2.5321024954319 1.5668534040451048 2.0222393572330475 1.6723486632108686 leaf_count=11 9 7 7 8 7 7 10 8 12 7 9 7 internal_value=-0.000740422 0.00101281 -0.000294263 0.00214495 0.00550075 -0.00502664 0.00999472 0.00312649 -0.00714227 -0.00842929 -0.00951414 0.0160194 internal_weight=24.7318 20.6128 18.9725 13.9896 10.6194 3.17703 7.44239 3.47772 4.98299 3.37014 4.11901 3.96467 internal_count=109 91 84 61 46 14 32 15 23 15 18 17 is_linear=0 shrinkage=0.01 Tree=77 num_leaves=12 num_cat=0 split_feature=7 61 62 61 48 40 66 38 40 6 8 split_gain=4.63944 4.76301 3.49952 3.69366 4.3599 4.22002 2.87179 2.85261 0.803146 0.706262 0.691374 threshold=0.47786574286180727 112.98738487267926 108.44748357908752 100.21045814824414 22.975372709325317 1.8175750005792459 0.210327755692754 6.5830531136523547 4.3184305079370695 0.52016532543700056 13.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 -5 -7 -6 -3 -4 -9 right_child=1 8 9 5 7 6 -8 10 -10 -11 -12 leaf_value=-0.012689139047535238 -0.0074671042972639691 -0.015482731635813235 0.016709119113565683 -0.014893944047380573 -0.00077646325262731156 -0.0074689931712031143 0.0097220090465785797 0.016400423840116012 -0.0054602776129223226 0.007433035925459068 0.0084570396127761679 leaf_weight=2.8689841181039837 2.1359743326902443 1.5871490240097039 1.6679832488298409 2.5782409310340872 2.0822495967149734 1.8427931964397433 2.0558037608861923 2.8279291093349457 1.6112386584281919 1.6160334050655363 1.7888389676809309 leaf_count=13 10 7 7 12 9 8 9 12 7 7 8 internal_value=-0.000735096 0.000838529 0.0027773 0.000768278 0.00497354 -0.00496808 0.00159615 0.00894023 -0.0104338 0.0121444 0.0133226 internal_weight=24.6632 21.7942 18.5958 15.3118 8.83499 6.47684 3.8986 6.69902 3.19839 3.28402 4.61677 internal_count=109 96 82 68 39 29 17 29 14 14 20 is_linear=0 shrinkage=0.01 Tree=78 num_leaves=12 num_cat=0 split_feature=7 59 64 59 70 57 62 8 64 40 62 split_gain=4.56365 4.6806 3.64056 4.73696 3.37022 4.72251 2.77062 2.59219 2.02187 0.795517 0.250563 threshold=0.47786574286180727 118.93921620358805 101.4102612152078 99.419375028502841 0.11487555618928781 57.40532789495844 102.17725259611878 12.500000000000002 106.76349761439356 4.3184305079370695 106.57238213935319 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 -5 8 -4 -3 -9 right_child=1 9 7 6 -6 -7 -8 10 -10 -11 -12 leaf_value=-0.012607852117613918 0.011799440983038385 -0.015399286117327698 0.0091511519101534558 -0.015563491378012564 0.013821615880942762 -0.010816568235992634 -0.00076026649871947284 0.011138194322591936 -0.0062716117333289269 -0.0054106504760710527 0.016366432527836997 leaf_weight=2.8586584180593517 1.6279411166906412 1.5798286050558084 1.8482516109943383 2.4641919583082199 2.5749764740467072 2.1330935060977936 2.5966457724571228 1.6148028522729876 1.573827877640724 1.6097644269466398 2.1202047169208527 leaf_count=13 7 7 8 11 11 10 12 7 7 7 9 internal_value=-0.000729588 0.000832067 0.00275576 -0.000754524 0.00500731 -0.00102737 -0.00796816 0.00834549 0.00205816 -0.0103581 0.014106 internal_weight=24.6022 21.7435 18.5539 11.3968 6.33601 3.76103 5.06084 7.15709 3.42208 3.18959 3.73501 internal_count=109 96 82 51 28 17 23 31 15 14 16 is_linear=0 shrinkage=0.01 Tree=79 num_leaves=12 num_cat=0 split_feature=15 14 61 45 51 6 38 26 27 13 37 split_gain=3.81214 6.0355 6.09545 5.09827 2.87952 2.47414 1.95878 1.43177 1.37127 0.668135 0.0180368 threshold=73.329086290386797 31.169871794871167 103.17961519396196 30.72102217858831 14.736775740498315 0.5294009412414914 6.6514673058111891 -0.76222941262224519 0.64091651996739374 89.583695073873159 9.199590718843794 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 9 -4 -5 -1 -3 -7 -2 -9 right_child=3 7 4 5 -6 8 -8 10 -10 -11 -12 leaf_value=0.0026878361624837681 0.016345845140420909 -0.004777549318129069 -0.015548065549505715 0.0054046566662467529 0.00081802172111552964 -0.014728153165407893 0.016080367515744088 -0.015584356575423373 -0.0014231264760317928 0.007929121452136749 -0.014248887339625314 leaf_weight=2.0537982285022753 2.3453084677457796 2.1586330682039261 2.0424588024616241 2.5597530603408813 2.2697377949953079 1.5046006739139559 2.3322630822658539 1.8150213360786427 1.5966411828994749 1.5775338262319563 2.2839216589927673 leaf_count=9 10 10 9 11 10 7 10 8 7 7 11 internal_value=-0.000724176 -0.00387928 0.00150885 0.00419945 -0.00693373 -0.00187204 0.00980924 -0.011369 -0.0078782 0.0129611 -0.0148402 internal_weight=24.5397 14.9558 8.69826 9.58384 4.3122 5.66099 4.38606 6.25758 3.10124 3.92284 4.09894 internal_count=109 67 38 42 19 25 19 29 14 17 19 is_linear=0 shrinkage=0.01 Tree=80 num_leaves=13 num_cat=0 split_feature=51 3 7 61 6 20 20 37 70 36 40 41 split_gain=4.73249 4.24795 4.12226 3.41582 3.3096 3.09371 5.41622 1.57923 0.768619 0.368833 0.0102289 0.00135389 threshold=8.8399908480707641 39.009461106832468 0.55894179610984029 103.17961519396196 0.56680786690589124 2.1239068458216552 4.3260080002765831 8.4630976394196029 0.32904588497317028 18.611550771265197 2.6957002134408348 5.6669834617492869 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 -1 5 7 -7 -3 -8 10 11 -9 right_child=1 4 -4 -5 -6 6 8 9 -10 -11 -12 -13 leaf_value=0.015930436627483023 0.016346051875106772 -0.0022921910963611299 -0.0029943548135297612 0.00023906940446199646 0.007682563654245838 0.0090221050111227181 -0.0051161889071946014 -0.013863515056809867 -0.01512646742627659 -0.0086641794934197176 -0.01506343775110822 -0.014284183971637278 leaf_weight=2.7813181281089809 2.1282899081707027 1.7793635278940181 2.2855408936738968 2.7679566442966461 1.8756577521562565 2.8157646059989929 1.5152561217546465 1.6026808470487597 1.5533819347620008 1.4830185920000074 1.5389870107173917 1.463881194591522 leaf_count=12 9 8 10 12 8 12 7 8 7 7 7 7 internal_value=-6.87788e-05 -0.0023316 0.00633133 0.00810364 -0.00477828 -0.00647779 -0.000993371 -0.0105796 -0.0101835 -0.0130015 -0.0143982 -0.0140643 internal_weight=25.5911 20.0418 4.41383 5.54927 15.628 13.7523 5.8844 7.86793 3.06864 6.08857 4.60555 3.06656 internal_count=114 90 19 24 71 63 26 37 14 29 22 15 is_linear=0 shrinkage=0.01 Tree=81 num_leaves=13 num_cat=0 split_feature=51 30 32 3 51 61 20 5 50 7 45 59 split_gain=4.64884 4.47145 4.09611 4.21736 3.88113 3.36952 2.22307 2.28975 3.04325 1.67509 1.66685 0.326986 threshold=8.8399908480707641 0.064960488868579538 0.11676907209512515 39.009461106832468 40.133200939835994 103.17961519396196 2.2294555396177422 0.51955692303107504 36.228269222123636 0.55894179610984029 27.788386446429509 102.62702732181948 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 3 9 6 -1 7 11 -9 -3 -8 -5 right_child=1 2 -4 4 -6 -7 10 8 -10 -11 -12 -13 leaf_value=0.015837624741910208 -0.014281390054154987 0.016243722964054821 -0.015674925776336845 -0.014719578758024631 0.012569162583295037 0.0002366782924377741 0.0090439211801555969 0.0089604210314318377 -0.01070712288112431 0.0026694707106779425 -0.0051337381739587811 -0.0087258554319168038 leaf_weight=2.7696992754936245 2.7005259245634106 2.1203201860189469 1.6023127287626255 2.3703135251998888 1.6293324232101429 2.7679629176855087 1.8423467576503756 1.5664913207292559 1.5805774629116056 1.5914091169834135 1.5080316960811613 1.4775942862033842 leaf_count=12 13 9 7 11 7 12 8 7 7 7 7 7 internal_value=-6.82994e-05 -0.00231445 -0.000445191 0.00111047 -0.00177631 0.0080396 -0.00403564 -0.00724381 -0.000917366 0.0104237 0.00266245 -0.012418 internal_weight=25.5269 19.9893 17.2887 15.6864 11.9747 5.53766 10.3454 6.99498 3.14707 3.71173 3.35038 3.84791 internal_count=114 90 77 70 54 24 47 32 14 16 15 18 is_linear=0 shrinkage=0.01 Tree=82 num_leaves=14 num_cat=0 split_feature=36 48 26 7 69 48 36 5 5 40 58 57 50 split_gain=4.23504 4.72545 4.85591 4.39395 3.95346 3.75281 3.32724 1.56702 1.01709 0.285332 0.282503 0.00556787 0.00291508 threshold=8.9557296341252037 29.579504970445917 -0.39215577388009087 0.53874787338418695 0.74787098984277101 41.725538329608433 16.526452656317463 0.44253900185708078 0.45570304834502606 1.8175750005792459 101.63964472431779 181.26166483495862 20.478432098983856 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 8 6 5 -5 -4 10 -7 -2 -9 -3 -11 -10 right_child=1 2 3 4 -6 7 -8 9 12 11 -12 -13 -14 leaf_value=0.01287659290662118 -0.0040534103555038602 0.010866046742198123 0.0057450413071552225 0.01632192406493737 -0.0029360862998348957 -0.0025301642368670079 -0.00088066887500312663 -0.010089568343600665 -0.013840753306947225 -0.01578260830813541 0.016426202514569336 -0.014941780550372503 -0.014477065582503792 leaf_weight=2.2992165088653591 1.5173605531454111 1.6026997715234839 1.7876798957586197 1.8756118416786201 2.4695474058389664 1.7352943718433378 2.4964684098958969 1.5118511617183683 1.3977124691009524 1.6200393885374071 2.1258940994739532 1.5325651317834852 1.484768360853195 leaf_count=10 7 7 8 8 11 8 11 7 7 7 9 7 7 internal_value=-6.78484e-05 -0.00135305 0.000834736 -0.00275116 0.00537674 -0.00706472 0.00805403 -0.0106429 -0.0106802 -0.0136611 0.0140362 -0.0153739 -0.0141685 internal_weight=25.4567 23.1575 18.7577 12.5326 4.34516 8.18743 6.22506 6.39975 4.39984 4.66446 3.72859 3.1526 2.88248 internal_count=114 104 83 56 19 37 27 29 21 21 16 14 14 is_linear=0 shrinkage=0.01 Tree=83 num_leaves=11 num_cat=0 split_feature=51 30 32 51 16 70 57 35 48 56 split_gain=4.54885 4.36908 4.00189 3.34588 3.51451 2.90638 2.80895 2.25492 2.69303 0.249575 threshold=8.8399908480707641 0.064960488868579538 0.11676907209512515 40.133200939835994 -1.5868695523330365 0.37849195946858943 33.351266065934674 17.043569587201358 29.579504970445917 63.277344772378676 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=6 -2 3 4 -3 7 -1 -6 -9 -8 right_child=1 2 -4 -5 5 -7 9 8 -10 -11 leaf_value=-0.0012698140861490677 -0.014183772436784271 0.010060169917128332 -0.015547955510684903 0.011089396830433848 -0.0083909989958945892 -0.012218694471870191 0.01597451927470905 -0.0047279326990308556 0.0096082115605307279 0.010581539648835854 leaf_weight=2.0605800747871426 2.6756564974784878 2.3305750340223375 1.5925630927085865 2.7569727450609198 2.3974697589874214 2.8100288510322571 1.8581850677728655 2.3425545692443848 2.9736281484365463 1.5944139361381529 leaf_count=9 13 10 7 12 11 13 8 11 13 7 internal_value=-6.73694e-05 -0.0022963 -0.000447471 0.00109299 -0.00105103 -0.00351172 0.00796971 -0.000339834 0.00329105 0.013484 internal_weight=25.3926 19.8794 17.2038 15.6112 12.8543 10.5237 5.51318 7.71365 5.31618 3.4526 internal_count=114 90 77 70 58 48 24 35 24 15 is_linear=0 shrinkage=0.01 Tree=84 num_leaves=15 num_cat=0 split_feature=36 33 47 58 50 70 39 5 30 46 30 41 36 57 split_gain=4.15348 3.0855 2.37107 3.37094 3.71983 3.25533 3.21604 5.66352 2.76943 1.82759 1.05485 0.974659 0.23622 0.0151295 threshold=8.9557296341252037 71.091111473492376 25.295110208938272 106.80864611219555 27.788386446429509 0.14872880581498707 1.980730998340744 0.50639809363777033 0.11474892712236347 -9.2063152720892614 0.072415538769193405 5.4902975001198246 15.106425001751203 51.323226245947339 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 11 4 9 -6 10 -8 -9 -4 -5 -2 -11 -12 right_child=1 -3 3 6 5 -7 7 8 -10 12 13 -13 -14 -15 leaf_value=0.01277817123800286 -0.0036275562323100276 0.011840011910498514 0.0011193167201585517 -0.0042477865807111258 -0.015103821925931437 0.0047191365940259444 0.01595680453139715 0.0027477831292405854 -0.015302979152507475 0.010928993646167647 -0.015261819506155893 -0.014234957932401574 0.016343564935896206 -0.013831415456411825 leaf_weight=2.2897465825080898 1.4867716431617801 1.6482421606779087 1.8001151233911512 1.4775728434324245 1.539026588201523 1.7942558377981184 1.6142327487468717 1.610451012849808 1.7999151051044462 1.5759789198637029 1.571035370230675 2.0754390060901642 1.6485719829797743 1.3969595581293104 leaf_count=10 7 7 8 7 7 8 7 7 8 7 7 10 7 7 internal_value=-6.69129e-05 -0.00134355 -0.00235942 -0.000871188 0.00375744 -0.00443342 -0.00495621 0.000525237 -0.00677901 0.00919112 -0.0111516 -0.00980771 0.0136972 -0.0145886 internal_weight=25.3283 23.0386 21.3903 17.8281 8.35795 3.33328 9.47017 5.0246 3.41037 5.02467 4.44557 3.56221 3.22455 2.96799 internal_count=114 104 97 80 37 15 43 22 15 22 21 17 14 14 is_linear=0 shrinkage=0.01 Tree=85 num_leaves=12 num_cat=0 split_feature=23 14 70 56 33 7 67 69 31 26 36 split_gain=4.0845 5.4757 4.00994 3.80862 3.00989 3.49613 2.96884 1.85335 1.22811 0.712031 0.016638 threshold=1.0983394246110205 41.73916081472921 0.32904588497317028 61.32358488249205 45.061882808003112 0.54162987866983625 -1.2160968535470313 0.54894911619663178 0.070933650676791929 0.80188258972613369 15.558402660681518 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 7 -5 -6 -3 -1 -8 -2 -10 right_child=2 6 -4 4 5 -7 8 -9 10 -11 -12 leaf_value=0.001766141740094727 0.016537402730030199 0.0040657853612656924 -0.0057760615480179443 -0.014990867340770557 0.010027836342239579 -0.0070832115215197214 -0.0061911239054084103 0.013863072754559572 -0.015663016418105909 0.0077756167752031638 -0.01432763800133266 leaf_weight=2.2005564719438606 2.3782732486724849 1.5717210471630094 1.5773243010044096 1.5404423773288725 2.2834747731685638 2.5029096752405167 2.8185427337884885 2.9837835282087326 1.5779690593481066 1.5204621404409406 2.2827902287244797 leaf_count=10 10 7 7 7 10 11 13 13 7 7 11 internal_value=3.51793e-05 -0.00208248 0.00767747 0.00237404 -0.00283284 0.00108008 -0.00829987 0.00872838 -0.0112097 0.0131204 -0.0148734 internal_weight=25.2382 19.7622 5.47606 11.5112 6.32683 4.78638 8.25102 5.18434 6.6793 3.89874 3.86076 internal_count=113 89 24 51 28 21 38 23 31 17 18 is_linear=0 shrinkage=0.01 Tree=86 num_leaves=13 num_cat=0 split_feature=23 14 39 70 39 56 67 34 67 28 26 5 split_gain=4.01189 5.38282 4.25859 3.94068 2.99839 4.16568 2.92372 1.92563 1.70255 1.21189 0.704989 0.0226287 threshold=1.0983394246110205 41.73916081472921 2.5798533823784573 0.32904588497317028 1.7480309308621278 68.145987542587633 -1.2160968535470313 27.692173899812705 -0.49057205212437455 0.54453678539134442 0.80188258972613369 0.51376517380490017 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 10 5 8 -3 -4 -1 -8 -2 -11 right_child=3 6 7 -5 -6 -7 9 -9 -10 11 -12 -13 leaf_value=-0.00017060028481355262 0.016430883772436428 0.0040248026044298838 -0.015187915226293976 -0.0057237861525800187 0.015899699621254881 -0.010532779854618318 -0.0061582996135242955 -9.9853704261322864e-05 0.013177834377085576 -0.015711846727747964 0.0077042581670006063 -0.014151955773396044 leaf_weight=1.5582064092159287 2.3697967380285259 1.5718473494052885 1.5630963444709771 1.5758203268051145 2.3223842978477478 1.731271907687187 2.8171249628066999 1.8434790968894956 2.4704227596521413 1.5828850865364077 1.5192058384418485 2.2545897662639618 leaf_count=7 10 7 7 7 10 8 13 8 11 7 7 11 internal_value=3.48755e-05 -0.00206664 0.00235488 0.00761645 0.00630751 0.00243995 -0.00824162 -0.00702296 0.00801488 -0.011139 0.0130219 -0.0147954 internal_weight=25.1801 19.7153 11.4889 5.46482 8.08229 5.7599 8.22645 3.40658 4.02863 6.6546 3.889 3.83747 internal_count=113 89 51 24 36 26 38 15 18 31 17 18 is_linear=0 shrinkage=0.01 Tree=87 num_leaves=12 num_cat=0 split_feature=23 14 20 26 26 69 35 27 27 14 61 split_gain=3.94106 5.29177 3.84716 3.94219 3.64164 2.91444 2.21816 1.96162 2.47115 1.86456 0.253546 threshold=1.0983394246110205 41.73916081472921 2.2294555396177422 -0.76222941262224519 1.094668976602126 0.82460872238879379 13.754268028708521 0.56741110627898672 0.48029907284809159 22.895496316548286 99.428045948198545 decision_type=2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -2 -1 -4 8 -3 -5 -9 right_child=4 7 6 9 -6 -7 -8 10 -10 -11 -12 leaf_value=0.015463135574447196 0.016186643599190739 -0.010931649563753911 0.0012715811045359404 -0.015149692891053746 -0.00018129253628528151 -0.0030489640326056468 0.015780107091297617 -0.0097862323197984574 0.0045191087940906465 -0.00066455440562026907 -0.014994856984471139 leaf_weight=1.5888462662696867 2.5779482573270789 2.107323154807089 1.8015396595001218 2.2159676253795655 2.8753997534513474 1.8299093991518018 2.5387575328350067 1.4585904479026792 2.0345146805047989 1.4836157411336897 2.6013211458921432 leaf_count=7 11 10 8 10 13 8 11 7 9 7 12 internal_value=3.45981e-05 -0.00205175 0.00233751 -0.00218702 0.00755628 0.00555442 0.00975801 -0.00818397 -0.00334207 -0.00934083 -0.0131236 internal_weight=25.1137 19.6604 11.4586 7.11834 5.45335 3.41876 4.3403 8.20175 4.14184 3.69958 4.05991 internal_count=113 89 51 32 24 15 19 38 19 17 19 is_linear=0 shrinkage=0.01 Tree=88 num_leaves=11 num_cat=0 split_feature=23 16 20 24 36 26 35 20 41 51 split_gain=3.87073 4.438 5.30503 3.78244 3.20949 2.77628 2.24651 1.69661 0.82903 0.0183114 threshold=1.0983394246110205 0.34319395774503608 2.2294555396177422 1.0486779639670505 16.180130387847935 -0.70639691431283491 20.671967925897423 3.1609474325301594 6.13714240469454 16.638579928469088 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -2 5 -1 9 -4 -6 -3 right_child=3 6 7 -5 8 -7 -8 -9 -10 -11 leaf_value=0.0097046639602406167 0.015744105076537483 -0.01566791786640561 0.016082886001037272 -0.0009288412573507333 -0.01476679470210388 -0.0051225015672400369 -0.0023418727397019499 0.0043199806697305386 -0.0050875790290335621 -0.014165322282415665 leaf_weight=2.2699716389179256 2.750063329935073 1.5999100953340524 2.0972822308540335 2.6931414008140564 2.163499772548676 2.8462848663330105 2.5347834527492523 2.9521309584379196 1.497301712632179 1.6448293328285215 leaf_count=10 12 7 9 12 10 13 12 13 7 8 internal_value=3.43309e-05 -0.00203692 0.0010391 0.00749481 -0.00365913 0.00145599 -0.00939575 0.00920572 -0.0108079 -0.0149062 internal_weight=25.0492 19.606 13.8265 5.4432 8.77706 5.11626 5.77952 5.04941 3.6608 3.24474 internal_count=113 89 62 24 40 23 27 22 17 15 is_linear=0 shrinkage=0.01 Tree=89 num_leaves=11 num_cat=0 split_feature=33 69 14 33 43 37 47 9 33 14 split_gain=3.28498 5.58599 3.42255 3.97697 3.80072 3.35846 3.05745 1.95907 1.87401 0.707067 threshold=68.924585908595006 0.87478314730986806 79.06249999999919 44.114339650336625 -46.320527352082671 11.815180259027864 50.940772732568696 8.5000000000000018 49.894364613136183 31.169871794871167 decision_type=2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 7 -4 -6 -5 -9 right_child=-2 -3 6 8 5 -7 -8 9 -10 -11 leaf_value=-0.014486624481625193 0.010728376135811726 -0.014934484252511863 -0.014777119544964424 0.015605097106369746 -0.001696081267191725 -0.0079050104605617698 0.00057616794056248232 0.0066410201747522388 0.0040612929254171398 0.016069918113378889 leaf_weight=1.7006016671657613 2.5761913806200019 2.6140327900648108 2.3513674139976493 2.7479506582021704 1.763132140040401 2.2824190557003021 2.8927129656076431 1.5611696988344195 2.8803248107433319 1.6212218850851057 leaf_count=8 11 12 11 12 8 11 13 7 13 7 internal_value=3.4051e-05 -0.00119507 0.000618752 0.00311411 -0.00103581 0.00212892 -0.00630802 0.0067597 0.00969744 0.0114444 internal_weight=24.9911 22.4149 19.8009 14.5568 8.92854 7.22794 5.24408 4.94552 5.62828 3.18239 internal_count=113 102 90 66 41 33 24 22 25 14 is_linear=0 shrinkage=0.01 Tree=90 num_leaves=14 num_cat=0 split_feature=37 7 51 13 21 70 23 39 27 5 13 61 7 split_gain=4.12292 3.20296 3.66268 5.15184 3.20133 2.90854 2.10172 1.6142 1.70887 0.618978 0.352489 0.233624 0.00834311 threshold=7.8883846522555228 0.47786574286180727 9.1720509670025852 20.348184689270223 -1.3591669844426482 -0.0777134598161522 1.2535922078027448 1.4094115471213511 0.79086789213214426 0.47966743178634963 89.866748189035306 105.19084488289127 0.53293305413012437 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 11 -3 4 -4 -5 10 -1 -9 -6 12 -2 -7 right_child=1 2 3 5 9 6 -8 8 -10 -11 -12 -13 -14 leaf_value=-0.00046057008448630054 -0.0092089198568039623 0.010204272358079641 -0.0059530545898266686 0.0039401158880147842 0.0070315742285938111 -0.014045964960548362 -0.0011691784757229308 0.01563239900252552 0.0024029626450720689 0.01586685465655803 -0.0086373047527616969 -0.014834940114792028 -0.014972728059723335 leaf_weight=2.0060938149690655 1.4340893924236326 2.5578433871269253 1.5631624311208723 1.9488285630941442 1.5569840371608727 2.6500054597854543 2.0881137400865555 2.5085861682891846 1.5986138582229612 1.6158271878957746 1.4318300932645796 1.5208624452352522 1.5335001498460767 leaf_count=9 7 11 7 9 7 13 9 11 7 7 7 7 7 internal_value=-0.000290864 -0.00249732 -0.000822077 -0.00278227 0.00576028 -0.00697374 -0.00973474 0.00689198 0.0104832 0.0115311 -0.0129199 -0.0121045 -0.0143857 internal_weight=26.0143 19.901 16.9461 14.3883 4.73597 9.65228 7.70345 6.11329 4.1072 3.17281 5.61534 2.95495 4.18351 internal_count=118 91 77 66 21 45 36 27 18 14 27 14 20 is_linear=0 shrinkage=0.01 Tree=91 num_leaves=13 num_cat=0 split_feature=37 0 51 34 51 35 4 39 27 33 31 69 split_gain=4.04967 3.01697 5.94577 3.8033 2.63748 3.06925 1.67924 1.58908 1.68972 0.638662 0.00834322 0.000868845 threshold=7.8883846522555228 31.051031744814313 9.1720509670025852 27.692173899812705 24.273156974146918 26.897262978190614 34.88437873592131 1.4094115471213511 0.79086789213214426 51.475663230483072 0.08774623475466227 0.65692603594732224 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 -2 10 -6 -5 -1 -9 -7 11 -4 right_child=1 2 4 6 5 9 -8 8 -10 -11 -12 -13 leaf_value=-0.00045598112054939284 -0.010027340624090546 0.0079734988837215689 -0.013395362043508307 0.00072819928714482009 0.0033538499711891546 -0.0059842343430970757 0.013111010847278075 0.015546064894633092 0.0023791254718193515 -0.014897883879323266 -0.014419259346567593 -0.013753925522154535 leaf_weight=2.0060198605060604 1.5715406537055994 2.7846207022666922 1.3207320570945724 1.8573879748582838 2.9294586181640625 1.4948913902044298 2.6686118245124817 2.4973486214876175 1.598485082387924 1.7387924045324323 2.0971265733242035 1.3838917464017866 leaf_count=9 7 12 7 8 13 7 12 11 7 8 10 7 internal_value=-0.000288721 -0.00247917 -0.00507557 0.00337552 -0.00838948 -0.00406045 0.00802933 0.00683599 0.0104074 -0.0107772 -0.0139459 -0.0135788 internal_weight=25.9489 19.8471 13.7495 6.09754 10.9649 6.16314 4.526 6.10185 4.09583 3.23368 4.80175 2.70462 internal_count=118 91 64 27 52 28 20 27 18 15 24 14 is_linear=0 shrinkage=0.01 Tree=92 num_leaves=14 num_cat=0 split_feature=36 45 24 58 9 36 48 69 69 38 70 54 6 split_gain=3.67792 4.53303 3.72222 4.11608 3.37528 2.99997 2.80186 1.98214 1.9745 1.35698 0.622301 0.0125672 0.00983928 threshold=15.558402660681518 -37.457022768143979 -0.1237575312101472 125.29952156369579 8.5000000000000018 21.650778424976334 45.276244023279517 0.65692603594732224 0.77179646668266477 8.338152724685207 0.083340202563407226 71.419970272925454 0.52244365686632666 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 7 4 10 6 12 -3 -8 11 -4 -6 -2 right_child=5 2 3 -5 9 -7 8 -9 -10 -11 -12 -13 -14 leaf_value=0.015684947967025468 -0.013653225047995708 -0.00065267038575220855 -0.0059626653208240911 -0.010178486951120565 0.01489184100845571 0.0075063455616644131 0.0026705778085730149 -0.014857455421934913 -0.010831845458026576 0.0042365358207136919 0.0029783448033338191 0.01611065807407051 -0.014710324213817762 leaf_weight=2.2927289009094283 2.1302417665719973 1.9721781462431001 1.5125229656696269 1.736171469092368 1.745664715766907 1.5849545747041691 2.9077456742525101 1.9572695791721342 1.7258035689592359 1.5704161077737806 1.6039339005947111 1.6414788663387296 1.5008662939071653 leaf_count=10 11 9 7 8 8 7 13 9 8 7 7 7 7 internal_value=-0.000286627 0.00266807 0.000495949 0.00379008 0.00679377 -0.00509603 -0.00751286 -0.00772812 -0.00235851 0.0119201 -0.00136103 0.0154825 -0.0140902 internal_weight=25.882 16.0324 13.7396 9.81019 8.07402 9.84961 8.26466 3.92945 4.63355 4.95756 3.11646 3.38714 3.63111 internal_count=118 72 62 44 36 46 39 18 21 22 14 15 18 is_linear=0 shrinkage=0.01 Tree=93 num_leaves=13 num_cat=0 split_feature=37 0 51 5 51 35 39 27 33 33 28 36 split_gain=3.92132 2.93614 5.82384 3.91836 2.6081 2.98396 1.54688 1.65842 1.49228 0.6363 0.00806035 0.00120322 threshold=7.8883846522555228 31.051031744814313 9.1720509670025852 0.5282724675445275 24.273156974146918 26.897262978190614 1.4094115471213511 0.79086789213214426 56.842431957437988 51.475663230483072 0.65262022769724881 15.834488434181182 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 8 10 -6 -1 -8 -2 -7 11 -4 right_child=1 2 4 -5 5 9 7 -9 -10 -11 -12 -13 leaf_value=-0.00046011027917685119 0.015610451958193602 0.0079112987635972902 -0.013711050321157077 -0.0063743330264142443 0.0033065758611953034 -0.0058630428577347935 0.015398338558154503 0.0023219433933091833 0.0026269829266088135 -0.01478968006931285 -0.014334715810085287 -0.013286822436768455 leaf_weight=1.9990946054458643 2.0431569665670426 2.7769887298345557 1.3765697181224807 2.4652791619300842 2.9237511157989502 1.4870256930589678 2.4782928973436356 1.5934976637363432 1.5620637685060499 1.7246367484331129 2.0814263224601746 1.2998991459608076 leaf_count=9 9 12 7 11 13 7 11 7 7 8 10 7 internal_value=-0.000284566 -0.00244605 -0.00501602 0.00334134 -0.00831153 -0.00400262 0.00674396 0.0102809 0.009985 -0.0106566 -0.013868 -0.013505 internal_weight=25.8117 19.7408 13.6703 6.0705 10.8933 6.13541 6.07089 4.07179 3.60522 3.21166 4.7579 2.67647 internal_count=118 91 64 27 52 28 27 18 16 15 24 14 is_linear=0 shrinkage=0.01 Tree=94 num_leaves=13 num_cat=0 split_feature=37 7 51 0 44 51 35 48 60 21 59 17 split_gain=3.85195 3.11595 3.47571 5.69815 3.31044 2.74631 4.62668 1.47176 2.49057 0.638692 0.23068 0.00541931 threshold=7.8883846522555228 0.47786574286180727 9.1720509670025852 31.051031744814313 -44.004233768485499 24.273156974146918 26.897262978190614 69.924218448878221 104.64832112344061 0.70556128749368641 104.70727901196015 1.118265792178841 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 10 -3 4 -4 11 -7 8 -1 -8 -2 -5 right_child=1 2 3 5 -6 6 9 -9 -10 -11 -12 -13 leaf_value=0.0003520667376008258 -0.0090626756076753745 0.010002685917002858 -0.003848502420566188 -0.013508574410186895 0.012789274872042837 0.0079993918376358858 -0.014753578797001961 -0.001650361897472465 0.015597765655452834 -0.0057984196311272416 -0.014687469915215409 -0.014266414563264296 leaf_weight=1.7660471200943018 1.4140528738498717 2.5417639464139965 2.0251574069261551 1.912426665425299 2.9205427318811408 2.3034769147634506 1.7110950946807864 1.5682418495416639 2.7247286736965179 1.4898908883333204 1.505264565348625 1.8626377433538435 leaf_count=8 7 11 9 10 13 10 8 7 12 7 7 9 internal_value=-0.000282489 -0.00242839 -0.000768321 -0.00269288 0.00597646 -0.00731338 -0.00280815 0.00668974 0.00960223 -0.0105854 -0.0119629 -0.0138825 internal_weight=25.7453 19.6863 16.767 14.2252 4.9457 9.27953 5.50446 6.05902 4.49078 3.20099 2.91932 3.77506 internal_count=118 91 77 66 22 44 25 27 20 15 14 19 is_linear=0 shrinkage=0.01 Tree=95 num_leaves=14 num_cat=0 split_feature=28 40 52 36 7 36 47 4 4 63 15 50 48 split_gain=3.33547 4.93069 2.76283 2.78926 3.29519 2.36701 2.93422 2.69749 2.51163 2.36475 1.93408 0.790421 0.00880808 threshold=0.94205967792494227 3.1295345541889801 21.615887530916766 8.9557296341252037 0.56563580168515326 15.637744783742603 50.940772732568696 45.793597459090563 52.306883007005332 100.42837482797979 85.653637420878923 57.156075246143551 29.579504970445917 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 7 -5 12 -9 -4 -3 -7 right_child=-2 11 10 4 -6 8 -8 9 -10 -11 -12 -13 -14 leaf_value=0.01191409479766967 -0.014993766734955269 0.0066663520836987931 -0.014868465502211088 -0.011822740344388254 0.011396554897333645 -0.013349725006600104 0.011605822915881756 -0.0050701480002449655 0.0011489746026256029 0.009695099330854386 -0.00060034691099139655 0.016517390084901162 -0.014411403985162346 leaf_weight=1.8048560321331155 1.5384143292903889 1.6155640631914132 2.3598948121070857 2.214842423796652 1.8146599382162083 1.6848199069499963 1.7900977730751035 2.3565291613340378 1.7345277965068815 2.0097492635250092 1.5902200937271116 1.6426873356103895 1.4573960900306699 leaf_count=8 7 7 11 10 8 9 8 11 8 9 7 7 7 internal_value=-0.000718259 0.000193927 -0.00159643 0.000166524 -0.00124111 -0.00297217 0.000254063 -0.00283367 -0.0085102 0.00172613 -0.00912447 0.0116329 -0.0138421 internal_weight=25.6143 24.0758 20.8176 16.8675 15.0626 13.248 8.37122 6.58112 4.87674 4.36628 3.95011 3.25825 3.14222 internal_count=117 110 96 78 70 62 38 30 24 20 18 14 16 is_linear=0 shrinkage=0.01 Tree=96 num_leaves=14 num_cat=0 split_feature=31 33 32 16 24 56 49 35 15 19 70 35 22 split_gain=3.28624 3.64281 3.77817 2.86769 2.44351 2.73255 1.95081 2.84412 1.6995 1.2231 1.13784 0.885092 0.0105943 threshold=0.1268042195098863 41.364275407841369 0.080738164360762338 0.18547343952927123 0.81048447924931388 61.32358488249205 18.810186047039593 15.124648732596592 75.635262224548129 0.060550024366134998 0.2540435336981493 26.517007818062094 0.16646236637125145 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 5 -3 9 -8 12 -1 -7 -4 -5 right_child=-2 2 11 8 -6 10 7 -9 -10 -11 -12 -13 -14 leaf_value=0.012418841324517363 -0.014920200587607988 0.0082858664454826588 0.015590642263854759 -0.014484567462010553 0.0094209109340845643 -0.01088037837933483 0.0050981401939478718 -0.011629948446936711 -0.001250790853442895 -0.00024656018165665722 -0.00013441801929336007 0.0060339665907689537 -0.013328725118471076 leaf_weight=1.5846783369779642 1.5305790007114399 1.5338795632123927 2.502362459897995 1.6959912925958636 2.0690746903419495 2.8927474468946457 1.8242878317832945 2.2950240075588226 1.5769942253828046 1.4695443511009214 1.4943794608116148 1.5816584080457685 1.4894106984138487 leaf_count=7 7 7 11 8 9 13 8 11 7 7 7 7 8 internal_value=-0.000713199 0.000192462 0.00406524 -0.00372515 6.59607e-05 -0.00320309 0.000268627 -0.00422171 -0.00974092 0.00632486 -0.00722 0.0118895 -0.0139441 internal_weight=25.5406 24.01 12.0741 11.9359 7.99008 5.92101 7.17353 4.11931 4.7624 3.05422 4.38713 4.08402 3.1854 internal_count=117 110 54 56 36 27 33 19 23 14 20 18 16 is_linear=0 shrinkage=0.01 Tree=97 num_leaves=13 num_cat=0 split_feature=28 64 36 40 61 34 70 51 6 64 15 20 split_gain=3.23804 4.86051 2.85997 2.80865 2.99535 3.0401 2.68259 4.00416 3.06927 1.47984 1.05468 0.00878554 threshold=0.94205967792494227 101.4102612152078 8.9557296341252037 3.074484936449521 111.50441767232573 23.171056105759764 -0.16094325236995624 9.1720509670025852 0.56791839240208131 106.76349761439356 37.650041447914127 1.3758893954028297 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -3 -4 -8 10 -7 -9 -12 right_child=-2 3 6 -5 -6 9 7 8 -10 -11 11 -13 leaf_value=0.0064345269622384715 -0.014848066987565241 -0.0044607790795563752 -0.014562511412973815 0.013434851049278477 -0.010469463835389667 0.015145741555736201 0.010978279729848559 -0.0036356613767609533 0.0043316109033079793 0.0027271376831378051 -0.013402112575561365 -0.014432689999442277 leaf_weight=2.2432932704687181 1.522674188017844 2.1541550755500776 2.7240411341190365 2.9880259931087494 1.5384521782398222 2.439470112323761 1.6199247390031759 1.4440797120332716 1.8662981092929838 1.5817152857780454 1.8763393014669421 1.4793898612260816 leaf_count=10 7 10 13 13 7 11 7 7 8 7 10 7 internal_value=-0.000707865 0.000190935 -0.00385675 0.00520368 0.00201524 0.00512554 -0.00595359 -0.0031234 -0.00655024 0.0102609 -0.0107814 -0.0138564 internal_weight=25.4779 23.9552 13.2534 10.7018 7.71379 6.17534 11.0101 8.28603 6.66611 4.02119 4.79981 3.35573 internal_count=117 110 62 48 35 28 52 39 32 18 24 17 is_linear=0 shrinkage=0.01 Tree=98 num_leaves=14 num_cat=0 split_feature=6 60 26 24 45 13 7 17 6 37 19 55 15 split_gain=3.17973 3.32591 2.64491 4.10147 4.47855 4.32751 2.31869 1.76611 4.04558 0.700342 0.235733 0.0191719 0.00277636 threshold=0.5650991349286677 111.92922654317847 -1.378863751265623 0.25822100505987861 34.207397464947455 16.531458737341264 0.53489528902825689 0.60757054827511603 0.49245175707890271 9.199590718843794 2.5806673546611596 13.990399424988764 54.573643410852917 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 5 7 -4 10 8 -5 -3 -6 12 -7 right_child=1 9 3 4 6 11 -8 -9 -10 -11 -12 -13 -14 leaf_value=0.0092111186379454802 -0.0033811523553130556 0.0071379660980548237 0.0018659087674870295 0.012610494021852048 -0.0090322071743975541 -0.013793316645311469 0.0019384767338491724 0.015195535640824856 -0.0096883268205963224 0.016258594955821812 -0.014710857777380149 -0.014670241773602521 -0.013145688587857904 leaf_weight=1.7266836166381896 2.3162389546632758 1.5306007713079455 2.4672317802906063 1.8495091348886474 1.4217366725206377 1.3873205780982973 2.0390613973140717 1.7636642158031461 1.4526377916336057 1.8710783869028089 1.5046959817409513 2.803379625082016 1.2660184651613233 leaf_count=8 10 7 11 8 7 7 9 8 7 8 7 13 7 internal_value=-0.000703002 0.00586139 -0.00261006 -0.00374686 0.000500962 -0.00912437 -0.00624794 0.00711622 0.00280108 0.0121547 -0.011952 -0.0140936 -0.0134843 internal_weight=25.3999 5.71792 19.6819 17.9553 10.0313 7.92395 4.96549 5.06581 3.30215 3.40168 2.92643 5.45672 2.65334 internal_count=117 25 92 84 46 38 23 23 15 15 14 27 14 is_linear=0 shrinkage=0.01 Tree=99 num_leaves=14 num_cat=0 split_feature=31 40 14 15 68 69 68 40 68 20 24 61 46 split_gain=3.16807 4.61627 3.179 3.07202 3.44429 2.84611 2.82575 3.10906 2.64773 2.0726 2.0654 0.683733 0.0160332 threshold=0.1268042195098863 3.2643787023718285 60.470085470085145 75.635262224548129 0.064874466036604697 0.4172821991048225 0.29803569163413729 1.8175750005792459 0.66309341674912659 -4.2737454796334946 0.61615748037595675 103.66461784809481 -9.2063152720892614 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 12 -5 -1 9 -8 -9 -7 -6 -11 -4 right_child=-2 -3 3 4 10 6 7 8 -10 11 -12 -13 -14 leaf_value=-0.01028021647418156 -0.014740643610163577 0.013002383456224197 -0.013298461525850276 -0.014824015667075356 0.011734641186975748 -0.0013196001209248803 0.0092550989055409181 -0.014813614785922736 0.0028834537367793643 0.015714410737173622 -0.0024526694264217887 0.007232879194519014 -0.014776270807145313 leaf_weight=1.6479965299368 1.5107385665178288 2.5160886794328681 1.2942813038825991 1.4952715933322904 1.6168946325778959 1.4775853902101559 1.7856737971305845 1.9187450557947161 1.5113189816474912 2.5220067799091277 2.8085097819566727 1.5253140628337858 1.6963747441768626 leaf_count=8 7 11 7 7 7 7 8 9 7 11 13 7 8 internal_value=-0.000698044 0.000192729 -0.00132043 -0.00587551 -0.00170261 0.00195611 0.0038336 -0.00144546 -0.00701612 0.00881724 0.0027309 0.012518 -0.0141367 internal_weight=25.3268 23.8161 21.3 8.91133 5.92068 12.3886 10.7406 5.21574 3.43006 5.52491 4.4254 4.04732 2.99066 internal_count=117 110 99 42 27 57 49 24 16 25 20 18 15 is_linear=0 shrinkage=0.01 end of trees feature_importances: feat_bb_dev_abs_200_30=52 feat_roc_230=50 feat_adx_60=47 feat_hurst_115=46 feat_vol_skew_20_60=46 feat_hurst_230=39 feat_hurst_23=32 feat_fft_trend_46_1=31 feat_adx_14=29 feat_bbw_10_15=29 feat_fft_trend_46_2=29 feat_adx_120=28 feat_roc_ma_20_40=26 feat_adx_7=25 feat_bbw_23_15=25 feat_adx_240=24 feat_bb_dev_abs_30_20=24 feat_adx_30=23 feat_atr_ratio_20_100=22 feat_roc_ma_10_20=21 feat_bb_dev_abs_50_25=21 feat_stoch_k_5_3=20 feat_bbw_230_15=20 feat_bb_dev_abs_23_20=20 feat_kc_dev_abs_230_230_15=19 feat_stoch_k_21_5=18 feat_log_natr_5=18 feat_kc_dev_abs_5_5_15=18 feat_atr_ratio_50_200=18 feat_stoch_k_14_3=17 feat_roc_5=17 feat_bb_dev_sig_100_25=16 feat_atr_ratio_5_15=16 feat_roc_ma_10_10=15 feat_natr_5=15 feat_vol_trend_rel_20_3=15 feat_rsi_7=14 feat_log_natr_14=14 feat_bb_dev_abs_100_25=14 feat_z_atr_14_100=14 feat_log_natr_21=13 feat_bb_dev_sig_200_30=13 feat_atr_ratio_10_20=13 feat_natr_14=12 feat_roc_ma_5_5=11 feat_natr_21=10 feat_kc_dev_sig_5_5_15=10 feat_kc_dev_abs_23_23_15=9 feat_range_0=8 feat_roc_ma_5_10=8 feat_roc_ma_20_20=8 feat_atr_ratio_10_50=8 feat_bb_dev_sig_50_25=7 feat_z_atr_7_100=7 feat_roc_10=6 feat_roc_23=6 feat_kc_dev_sig_230_230_15=6 feat_atr_ratio_10_30=6 feat_atr_ratio_20_50=6 feat_range_1=5 feat_atr_ratio_5_20=5 feat_rsi_40=4 feat_kc_dev_sig_23_23_15=4 feat_rsi_14=3 feat_rsi_35=3 feat_roc_15=3 feat_rsi_20=2 feat_range_6=2 feat_bb_dev_sig_23_20=2 feat_range_13=1 feat_bb_dev_sig_30_20=1 parameters: [boosting: gbdt] [objective: binary] [metric: auc,binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 100] [learning_rate: 0.01] [num_leaves: 63] [num_threads: 20] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 7] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.7] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [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: 17869] [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: 175] [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: 16083] [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:[]