tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=15
objective=lambdarank
feature_names=proteinsolver_core_score_mut proteinsolver_interface_score_mut protbert_core_score_mut protbert_core_score_change proteinsolver_core2interface_score_wt protbert_core_features_protein_wt_7_pc protbert_core_features_residue_wt_4_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_interface_features_protein_wt_2_pc protbert_interface_features_protein_wt_3_pc protbert_interface_features_protein_change_1_pc protbert_interface_features_protein_change_6_pc protbert_interface_features_protein_change_7_pc protbert_core2interface_features_residue_wt_7_pc protbert_core2interface_features_residue_wt_9_pc
feature_infos=[1.7579040445525607e-08:0.99963247776031494] [2.6228285321394651e-08:0.99947136640548706] [8.8121964836318512e-08:0.99952268600463867] [-0.99945269214367727:0.99945269214367727] [-0.83338408172130585:0.94876820966601372] [-0.78957274467637495:0.80767350639326341] [-1.9413662227434518:2.6848867536476808] [-1.8037702185562465:1.8037702185562465] [-2.2081074222896802:2.2081074222896802] [-0.85832338556946508:1.2038601285608035] [-0.60579645721693443:1.2629317243331541] [-0.8690734758954417:0.8690734758954417] [-0.25305914240621502:0.25305914240621502] [-0.22183776132229402:0.22183776132229402] [-2.0864488589950261:2.371004200421948] [-1.6731805837268394:1.9940098388906096]
tree_sizes=4020 4003 3997 4024 4014 4019 4013 4018 4019 4013 4024 4029 4027 4029 4063 4029 4048 4049 4027 4010 4016 4045 4038 4036 4046 4049 4077 4049 4052 4099 4066 4048 4036 4066 4082 4101 4051 4058 4035 4070 4057 4084 4054 4051 4086 4082 4112 4052 4073 4065 4071 4071 4078 4045 4069 4089 4065 4106 4073 4085 4069 4085 4049 4078 4072 4073 4079 4070 4094 4098 4088 4045 4059 4063 4065 4067 4071 4061 4069 4068 4073 4078 4111 4084 4048 4047 4068 4045 4066 4071 4066 4055 4076 4065 4061 4086 4058 4089 4043 4061

Tree=0
num_leaves=36
num_cat=0
split_feature=2 2 2 4 8 8 2 8 2 10 10 10 10 10 10 10 4 4 4 10 8 10 10 8 2 10 10 10 8 4 4 11 11 10 6
split_gain=711.465 130.448 71.957 28.6934 14.8824 12.8238 9.8526 7.85425 7.07988 5.80569 17.45 5.47178 6.01187 6.14859 5.24222 7.49221 5.21601 3.18486 3.85014 3.13546 2.91896 3.17805 2.79459 2.73722 2.56147 2.31591 5.38599 3.52842 2.22636 2.05797 1.96287 2.32 1.90855 1.87978 1.79851
threshold=0.082753546535968794 0.005387193290516735 0.4354980885982514 0.011779127642512323 -0.090895777157816299 0.048770166611268685 0.96304160356521618 0.18567067955103525 0.0009786430746316912 -0.19655848664908693 -0.19654991179956058 -0.19655848664908693 -0.19654991179956058 -0.093511454463786628 -0.09463247456614203 0.011138863658888673 0.00023861730733187872 0.0021191312698647384 -0.00015654321759939191 0.033601362865814735 0.021119292662543868 0.59934950849994195 -0.074134648727266036 0.021119292662543868 0.023931209929287437 -0.093510271562057171 -0.063758888514185152 -0.063758737991832751 0.19720790374474198 0.064867123961448683 0.037705400958657272 -0.003071747939122856 -0.019353005714232527 -0.096651878898805541 -0.16245820294104793
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 24 11 17 9 -1 -6 -11 -2 -13 -14 -12 25 28 18 19 -4 29 -22 -8 -10 -3 -16 -27 -28 33 -5 31 -15 -17 -7 -9
right_child=2 3 6 20 7 16 22 34 23 10 14 12 13 30 15 32 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.16250180076367107 -0.07880311405453122 0.091527274473006015 -0.084195477477155681 0.089897870188186679 -0.054170789321676606 -0.096768215245322586 -0.12508780187456658 -0.11140104561264785 0.12917789529443122 0.13857554190710172 -0.054490187357477654 0.1334857124526479 -0.065066690207280967 0.038975423423835864 0.081880249020604173 0.061553002006138592 -0.023013208750735911 -0.073175436574450511 -0.1289860117661375 -0.15250534663245069 0.084542144760056073 -0.033096379866192634 -0.15821516567713967 0.060493497317405991 0.042843395771391721 -0.024200801164791088 0.11663183145770739 0.023133352323248629 -0.10654182233441185 0.13527842980776991 0.078215661527474001 -0.010933095160619502 -0.028008204621027096 -0.049400128795660601 -0.03429416476507955
leaf_weight=134.48553099654964 9.2008803248572786 22.160381837980822 46.790102390274114 18.516603972151643 13.240611187960893 12.925067509560902 38.397277672309428 6.6855088642914779 59.297721166673 10.440864637959747 13.913336654164594 3.3830386186018577 12.712008846501702 14.509551573049967 10.813640155945896 2.5698870355154204 21.100129228310834 22.245016762957675 74.189231588476105 7.846244989836122 12.785556719791201 2.7992611178779034 75.608604840061162 6.4315272747189729 21.095185369518731 11.757662158081066 7.2430815936531827 9.1161283542315008 21.564997267341823 21.709080216547591 4.2707204247126347 26.011413105217805 32.096167927797069 23.813675044410047 5.5248689573490974
leaf_count=12323 1141 2481 4177 2657 1760 1053 2567 406 6391 946 1628 320 1265 1586 1112 252 2387 2136 4510 582 1851 203 3970 684 2358 1214 874 970 1559 2808 565 2807 3897 2223 547
internal_value=0 0.0907959 -0.093578 0.038094 0.0173112 -0.0381006 -0.124865 -0.00038105 0.149355 0.00797923 0.0163804 -0.00692606 0.00393562 -0.00368603 0.00180125 0.0124431 -0.0656176 -0.108117 -0.11415 -0.0940054 0.100154 0.0634125 -0.147058 0.122457 0.0677848 0.0425512 0.0274254 0.06453 -0.0810361 0.114389 0.013734 0.00693791 -0.0213688 -0.0660647 -0.0765122
internal_weight=0 422.683 414.568 222.468 166.657 149.491 265.076 123.402 200.215 111.191 97.9508 70.0876 60.8867 57.5037 87.5099 73.5966 79.4039 151.071 128.826 54.6363 55.8105 15.5848 114.006 65.7292 43.2556 38.9305 28.1169 16.3592 58.3037 40.2257 44.7917 40.521 34.6661 36.7387 12.2104
internal_count=78210 45362 32848 25964 18445 14906 17942 13606 19398 12653 10893 7684 6543 6223 9947 8319 7222 11405 9269 4759 7519 2054 6537 7075 4839 4170 3058 1844 4835 5465 4958 4393 4149 3276 953
shrinkage=0.1


Tree=1
num_leaves=36
num_cat=0
split_feature=1 1 1 1 1 7 1 10 10 5 5 10 1 10 7 7 7 1 9 12 9 10 5 10 1 10 11 1 9 7 9 12 10 7 15
split_gain=873.843 145.343 131.703 28.7804 25.236 22.6262 22.315 17.1602 16.1552 12.9531 11.7504 13.506 9.65676 9.62764 8.683 8.58732 6.89049 6.82212 6.79836 6.8495 6.51276 6.02495 5.90206 4.99438 4.7223 4.52387 4.50024 4.42217 4.31082 6.31405 5.90673 4.8343 4.2249 4.14864 4.06176
threshold=0.036420533433556564 0.00094892649212852131 0.16001746803522113 0.0056018123868852862 0.00012164083454990761 0.063195120850487244 0.36929389834403997 0.011845091706869494 -0.094577265992780282 -0.085064623386955016 -0.023325977468922676 0.016570478971207735 0.016239275224506858 -0.10525076967879125 -0.090967434723369253 -0.052470250332903083 -0.048190035472740249 0.098250422626733794 -0.18132359173433341 -0.0090918466552090977 0.30455446430301264 0.53465890056869025 -0.014406056045202094 -0.048996626580753773 1.6871215848368596e-05 -0.19654991179956058 0.0030790068743631453 0.092234291136264815 0.12161995193762278 -0.28560597330766163 -0.24648654014028817 -0.0034340502898741162 0.013837122938993739 0.027541443180682676 -0.038454144240747327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 23 17 26 8 -3 -6 12 13 18 14 -12 21 -11 25 19 -5 27 -14 -15 24 -1 -2 -4 -7 30 -30 31 -10 -18 -20 -16
right_child=2 3 6 10 9 20 -8 -9 28 16 11 -13 15 22 34 -17 32 -19 33 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.12146757639112248 0.010472597486516121 0.069543066237855972 -0.077372701814144823 -0.072545422522795125 0.13013012664112664 -0.060603997765240086 -0.13153796548792801 0.093587188769661295 -0.0074228888681905306 0.043820732474300648 0.087837504732321658 0.039026274885726596 0.043661676733190713 -0.13136388187962475 0.0322645723824041 -0.023909216820618921 0.070566047964473425 -0.04447895061883303 0.096193428516825719 0.038596393667680161 -0.0221095096732708 -0.10347079877194704 -0.018649701844359139 0.1356826793195656 0.090998617741665344 -0.021430602917014221 -0.1059319743762967 -0.094572609143424247 -0.030362113984131384 0.021259050011202603 0.13350537636964321 0.042928200049841596 0.1338782994924341 0.034508402917131885 -0.049731173102952844
leaf_weight=81.179915454238653 57.958416358567774 96.041659062495455 145.99444458435755 6.5176838166080406 30.162331288214773 101.67403949797153 239.86933698144276 59.204387793317437 25.709100246196613 126.63282583327964 16.46418093983084 61.204322998411953 47.243822009069845 4.7440467239357522 12.859036989160815 48.81890683923848 147.65369110601023 104.1579196176026 33.475860108388588 37.15683626756072 29.173344738315791 2.9573688139207652 223.97948303818703 56.778431675862521 136.22714376822114 190.65691359550692 88.694808813626878 61.510428136447445 31.70508788805455 93.78471909230575 5.8275056295096865 73.823186624329537 11.35021115792915 16.169320023152977 11.3946315520443
leaf_count=1072 1557 2018 6814 183 428 4445 12668 1133 500 2207 327 1645 1248 389 341 1596 2455 4213 701 1007 1107 44 7595 725 1903 7260 4622 2863 733 2210 114 1274 155 379 279
internal_value=0 0.0484254 -0.0715701 0.0233409 0.0870771 -0.0380382 -0.110089 0.0440492 0.0350772 0.067806 0.00805295 -0.00337937 0.0277059 -0.0130119 0.0317894 0.00595355 0.0612247 -0.0229942 0.050787 0.0220104 -0.065628 0.0349941 -0.0209876 0.109273 0.102376 -0.0139932 -0.0881659 -0.0734081 0.0207382 0.00821693 0.0356518 0.0299226 0.0750855 0.0761028 -0.0062579
internal_weight=0 1499.07 1019.69 909.081 589.985 545.131 474.559 386.096 326.891 315.799 522.986 330.646 192.34 269.441 40.7178 99.0201 285.637 352.773 93.3197 43.6745 192.358 50.2012 228.724 274.185 217.407 248.615 234.689 163.184 230.85 125.49 105.36 99.5323 159.004 49.6452 24.2537
internal_count=78210 32661 45549 23716 8945 21445 24104 7982 6849 5245 15734 10576 5158 8931 947 2888 4817 13030 2270 1190 8415 1292 7984 3700 2975 8817 11436 7308 4831 2943 1888 1774 2610 1080 620
shrinkage=0.1


Tree=2
num_leaves=36
num_cat=0
split_feature=2 2 2 0 0 8 9 0 2 9 0 2 8 9 9 15 8 9 8 8 8 9 15 0 9 2 0 6 8 9 8 6 15 0 6
split_gain=862.972 236.923 69.8235 31.6805 24.2275 18.9205 10.9242 10.5191 8.8476 8.42904 12.3776 8.13703 7.66671 7.65444 7.51217 7.20332 5.99434 5.66228 4.94045 4.89688 4.49379 4.2827 4.17222 3.87288 3.86204 3.82822 3.7025 3.63389 3.41536 3.34732 3.05295 3.02692 2.88866 3.05045 2.73797
threshold=0.07134216278791429 0.0023275704588741068 0.22497161477804187 0.00030185001378413295 0.12949858605861667 -0.034299023952934715 -0.28844341138627017 0.0130178090184927 0.00048605655319988733 0.85615503593196896 0.010002028662711384 0.56578859686851513 0.047391932002436195 0.10033639986223868 -0.52040056262339207 -0.24853108608856628 0.15683497248079398 -0.15898118379973405 -0.094354308462134939 -0.1853581227848641 -0.14806736335420653 0.85628955194357415 0.2142459689014006 0.41032959520816809 0.12872291457513055 3.5356377338757745e-05 0.0028600315563380723 -0.60669703346309023 0.025492203071341018 -0.25235395078979739 -0.10717673809863389 0.20828881466378488 0.20597467113071297 0.047804594039916999 0.16411284891551273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 14 5 19 26 31 -8 10 27 28 -9 17 15 20 22 -10 24 29 -1 -11 -12 30 -15 -16 -5 -7 -4 -3 -6 -2 33 -21 -17
right_child=2 4 11 6 23 9 8 12 13 21 16 -13 -14 18 25 34 -18 -19 -20 32 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.013046396379008821 0.040238008242228646 0.0079849274806708444 -0.071528589094116593 0.057578872446814977 -0.0025245130566263888 0.10277765550291768 0.093442091242409417 -0.045914799952816873 0.058114663678771307 -0.084085253282617567 -0.0053262074924959983 -0.13482939604549693 -0.086339624241478286 0.024813616698006465 0.12977643036128816 0.075302759994308285 -0.071283279811718614 0.128453493981702 -0.0065080337855903366 0.030438310761834536 0.090966205670702849 0.019486417237309175 -0.050109404423526405 -0.10447801431836282 0.090802094589595678 0.10548355492973811 0.021326716798108422 0.026919938994680277 -0.11288762529096152 0.05566972512895807 -0.058650489530633398 -0.053718609992439798 -0.0067385641304901853 -0.00060798841865351144 0.12797966492247015
leaf_weight=11.839524919167163 14.019379036966713 19.069205300416797 27.415594488848001 56.205889851786196 12.867856856202705 7.5390996225178233 140.72010473068804 121.88223757757805 30.545915185473859 22.397918125614527 133.14021120511461 276.3664591179695 76.274966803030111 20.354764679446816 107.62313678115606 21.618797263130546 19.359375199303031 18.30168593255803 22.061761690769345 119.79396349436138 6.3986343052238217 4.8584197994787237 24.656147139379755 13.738543880754149 15.717806226573883 163.29381056223065 56.485289772972465 38.892995816655457 73.481011345400475 64.55975278839469 39.261987122474238 4.5389659674838176 43.627928221598268 43.010641750181094 18.151732528582215
leaf_count=131 559 977 1717 1381 791 228 4031 6797 1036 1095 5869 16064 4817 977 1152 216 883 479 901 4500 74 275 1404 897 467 2159 2548 1589 4817 2425 2362 237 2244 1964 147
internal_value=0 0.0455875 -0.0999697 0.0857009 1.71896e-05 0.00699018 0.0652201 -0.0547329 0.0769633 -0.0131215 -0.00672125 -0.125956 -0.0614752 0.0552877 0.108141 0.0754819 -0.0187667 0.0844684 0.0307685 0.0243827 0.0234451 -0.0656237 -0.0123237 -0.0572444 0.0535666 0.115134 0.0394079 0.0392368 -0.10165 0.0447966 -0.0447962 0.0172583 0.0161127 0.0222363 0.0993451
internal_weight=0 1296.09 593.979 689.319 606.774 540.906 360.393 216.716 247.702 250.844 223.588 377.263 198.157 106.982 328.926 58.0087 177.156 48.8476 58.1343 290.061 18.2382 27.2563 157.796 65.8684 36.0726 270.917 112.691 46.4321 100.897 83.629 52.1298 18.5583 206.433 162.805 39.7705
internal_count=78210 43202 35008 15699 27503 23453 11820 12410 7891 11343 9973 22598 11614 3860 3879 568 8156 1515 2345 12110 205 1370 7273 4050 1444 3311 3929 1817 6534 3402 3153 796 8708 6464 363
shrinkage=0.1


Tree=3
num_leaves=36
num_cat=0
split_feature=0 4 0 0 4 7 4 0 0 10 10 10 13 0 15 10 4 4 10 4 10 4 4 10 10 6 4 4 4 0 6 6 7 6 13
split_gain=505.049 154.447 66.1746 59.4544 14.9059 9.80896 9.56719 11.5544 8.16307 4.86849 3.97984 4.78359 3.89226 3.70977 3.80547 3.50729 3.42872 3.35142 3.2634 3.04513 2.96994 2.90054 3.11333 2.78212 4.20949 2.6822 2.80234 2.65492 2.81877 2.62926 2.33092 2.2993 2.23511 2.10362 2.1466
threshold=0.012226322665810587 0.041558564873412258 0.0003512799739837647 0.11109966412186624 0.13596578501164916 -0.021137580163084074 0.055019524879753597 0.0022970407735556368 0.32400274276733404 -0.19654991179956058 -0.093510271562057171 -0.068850163559504698 0.003295928936578174 0.00015599292237311604 -1.0369895980553829 0.32487507875434224 0.0047553477343171844 -0.00093820454640081141 0.82271997802620167 0.45899028657004243 0.42084323137102969 0.0077194692566990861 -0.019323160871863362 -0.19655848664908693 -0.20544921660571183 0.29277101305623493 -0.025987504981458184 -0.077917912974953638 0.0064539648592472085 0.22488170862197879 -1.1490461495693844 -0.31491104206361259 0.070042285167791388 -0.39837014549789501 0.00012683185763196481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 5 15 9 7 12 18 23 -9 -12 -4 14 -1 32 17 20 27 29 -11 22 30 24 -2 26 -22 -5 -29 -6 -7 -13 -3 -8 -35
right_child=1 4 6 8 19 21 33 10 -10 16 11 31 -14 -15 -16 -17 -18 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 34 -36
leaf_value=0.015770358383782497 0.010620496820986175 0.013806488472636365 0.059184312090103754 -0.025145353306755686 0.068229831783624795 -0.12239675197945538 0.089469579925180676 0.027370521839419105 -0.1099557777781377 -0.016013621901236778 -0.11551252623712105 0.023854762848039317 0.017718441430054046 0.077063848318619566 0.10557625651750334 0.05500103739510781 -0.0035540001249459358 -0.058273917804594157 0.025816123880642201 0.11082327119983407 -0.10920382055899427 -0.02933099019515939 -0.06726121384399307 0.053432126596593049 -0.091262475153897127 0.044442033639647646 -0.014047138765779503 -0.089057952691651121 -0.050266316468838924 -0.018923979647064097 -0.0324469485683418 -0.011297309296406917 -0.027450170981472989 0.077138595333797105 0.036075115836211868
leaf_weight=4.8087918981909743 22.118759206379764 42.964486183598638 101.28830659086816 7.9375390519853672 60.053231159690768 3.0711097889579824 27.579376751091331 70.666202620137483 180.19462985999417 63.523234948166646 3.7188346523325881 27.877617886755615 29.15241251187399 64.557058764621615 251.14512520749122 15.065398879814891 35.090070554404519 52.722305212635547 2.8676047930493942 17.016349221579731 9.7669002391630784 38.467170726507902 136.97853632929036 10.102207665797321 4.9657733910717097 2.0054473048076025 4.5304448716342458 152.28576872800477 21.35926372994436 3.6731926214415571 46.514066656236537 55.960098443320021 18.911368752946146 23.835227631498128 27.32390336622484
leaf_count=72 1005 2272 3472 515 2453 125 799 3103 11986 3767 186 1185 1180 1547 3309 605 2051 3374 164 617 260 2327 9251 660 275 87 169 10992 1596 221 2644 3020 1076 869 976
internal_value=0 -0.0471748 0.065279 -0.065117 0.0432282 -0.0399218 0.0363103 0.0278824 -0.0948181 -0.0240882 0.00971677 -0.00453143 0.049917 0.0984859 0.103889 0.0117321 -0.0313495 -0.0387079 -0.0800296 0.0732415 -0.0257852 -0.0543337 -0.0594889 0.00864571 -0.00805909 -0.06386 -0.0790512 -0.0817011 -0.0842864 0.0632063 -0.0380181 0.000391416 0.00119705 0.0672078 0.0552067
internal_weight=0 952.185 687.913 794.501 157.684 429.856 367.402 288.663 364.645 204.825 158.223 87.5566 130.441 320.511 255.954 76.9413 167.638 132.548 184.45 80.7428 79.826 225.031 186.564 37.1867 27.0845 16.3028 14.2973 181.583 173.645 63.7264 49.5852 83.8377 61.8759 78.7385 51.1591
internal_count=78210 58492 19718 51248 7244 25995 14790 12146 25253 11648 7494 4391 4652 4928 3381 3953 9708 7657 13267 3291 4283 14347 12020 1940 1280 516 429 13103 12588 2674 2769 4205 3348 2644 1845
shrinkage=0.1


Tree=4
num_leaves=36
num_cat=0
split_feature=3 3 3 4 2 2 4 10 9 3 4 2 3 3 10 12 2 10 6 10 10 9 10 10 4 12 9 4 4 3 10 9 6 12 3
split_gain=587.939 79.6875 77.4316 33.3656 14.2968 10.3154 10.3896 9.239 8.15619 7.0013 4.86802 5.27329 4.61487 3.95449 3.98263 3.82934 3.7495 6.88781 3.51511 3.1684 3.16178 3.13802 2.78266 2.7 2.52004 2.26635 2.25055 2.31575 2.1993 2.19623 3.00722 2.23719 2.18616 2.15223 2.13788
threshold=-0.023972071707248684 -0.44971390999853605 0.095689574256539359 0.11900782957673074 4.9533649871591485e-05 0.00083031709073111426 0.058424776419997222 -0.19654991179956058 -0.30382081849109793 0.77927591674961161 0.0032369418768212204 0.00083031709073111426 -0.060911023989319794 -0.98947447560203716 0.024648217601916756 0.0079264102046688271 0.00069886798155494045 -0.099770561546120656 -0.63299724436223526 0.011232844138363661 -0.032252128478772894 -0.25503954222360936 -0.1948935067023507 -0.093510271562057171 0.30088998004794126 0.011233452520335991 0.67151711548697357 0.051522903144359596 -0.019323160871863362 -0.095048068673349903 -0.19655848664908693 0.0069582125524145647 0.80229549314837212 0.014502903837704284 0.37668413446226628
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 21 20 7 29 15 26 11 -2 19 -10 16 -6 33 -18 -5 23 22 28 -3 -9 -20 -25 27 -4 -1 -7 31 -31 -16 -15 -28
right_child=2 5 9 18 8 6 -8 12 13 -11 -12 -13 -14 14 32 -17 17 -19 24 -21 -22 -23 -24 25 -26 -27 34 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.050636464134766163 0.034226103850121904 0.077387528427164301 -0.096556013261374085 0.1152235576979561 0.030608785085157755 0.059720946053275874 0.045632817275608743 0.014520497579305925 0.11160060845295464 -0.1164434064977314 -0.024765259418167117 -0.057804096138470186 -0.039403072105243048 0.075371760286644773 0.12079924560284222 0.090179551946690042 0.094141666928230866 0.03392409157574687 0.014392111157501653 0.030843285854838559 0.087984332961757991 0.11488574808069768 0.025430520403344627 -0.032451680265451727 0.077238344821284513 0.027156313741222196 -0.042362890024261773 -0.041680641047530415 0.096391839912881305 -0.051243535973714442 0.054212599233023274 0.028777404984076937 0.042692055761853982 0.11815373739229572 -0.097871080681128056
leaf_weight=13.145339980721472 6.4566772636026135 14.14559647371061 136.09345924068475 8.4352607929613423 64.137783483602107 21.865785871166736 59.238682735944167 26.848725650692359 30.535645536961965 179.85797922429629 79.015827344090212 174.39510733238421 48.822314455290325 84.344619381939992 23.164459947496656 12.973654480651019 27.734875622671098 60.276206211419776 15.080638696614189 22.764805685495958 18.152502648998052 109.36367970053107 37.994976649526507 46.567353890975937 11.059600623324512 7.3908266425132743 18.497495098505173 8.1507564049679768 52.303082471713424 7.6088259633397684 11.638237275648862 6.4601113031385466 4.2392207712400696 13.663859346415846 11.103637491818516
leaf_count=316 202 280 11241 216 3165 1215 2464 1876 1221 11954 4475 12264 2969 2585 802 401 1462 3834 604 1228 361 1876 1158 3267 383 345 1459 599 1139 401 746 315 208 276 789
internal_value=0 0.0561813 -0.0710756 -0.0331928 0.0815096 0.0180633 0.00884928 -0.00204757 0.0689806 -0.102611 -0.0454717 -0.0545185 -0.0140572 0.0779414 0.0731255 0.0406313 0.0678824 0.0529004 0.0590941 -0.00210949 0.0520401 0.104521 0.0395263 -0.0113929 0.0409815 -0.024287 -0.0883009 -0.0934552 0.0872019 0.0364238 0.0166079 -0.0144999 0.108716 0.0813362 -0.0631845
internal_weight=0 825.381 648.146 294.443 495.882 329.499 259.206 199.967 321.07 353.703 259.868 180.852 152.394 243.959 213.423 77.1114 186.02 88.0111 34.5755 103.572 70.2931 174.812 52.1406 80.8069 26.1402 53.9582 173.845 144.244 65.4484 47.573 25.7072 14.0689 27.4037 98.0085 29.6011
internal_count=78096 33910 44186 18144 17285 16625 14826 12362 13954 26042 16941 12466 9685 10388 9167 3566 8157 5296 1203 6716 1799 3331 1438 5488 987 3612 14088 11840 1455 2677 1462 716 1010 2861 2248
shrinkage=0.1


Tree=5
num_leaves=36
num_cat=0
split_feature=2 2 4 2 2 10 10 2 2 5 5 5 14 4 5 5 10 5 6 4 6 7 10 4 5 10 10 6 10 5 5 5 11 10 10
split_gain=392.882 103.066 32.8868 29.1313 10.7076 7.63872 6.14598 8.65391 5.53178 4.57176 10.1202 6.60348 4.39374 4.13823 3.987 3.04885 2.98231 3.27232 2.87382 2.84076 2.31285 2.2642 2.26859 2.15238 2.56747 2.4144 2.07567 2.32102 1.9361 1.61532 2.80297 2.87703 2.76827 1.8678 3.22355
threshold=0.0087389298714697378 0.1266080439090729 0.055019524879753597 0.00031224759004544472 0.56578859686851513 0.024648217601916756 -0.101419366840259 0.0018236382165923717 3.5356377338757745e-05 -0.07683836389876296 -0.076839542186349738 -0.061333677680957953 0.14145636447820725 0.30088998004794126 -0.088495266692253313 0.1160483092548385 -0.05655798979582069 -0.0081547479390450001 -0.91115476382777938 0.092701287940144553 -0.36999778641730685 -0.17557143359294131 -0.063758737991832751 0.0032369418768212204 -0.20129713814605982 0.32487507875434224 0.82271997802620167 -0.40860096113099198 0.25067555234995414 0.09478381515654298 0.094783311809234175 0.071775012369344124 0.021468670949109755 -0.093510271562057171 -0.063758888514185152
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 8 19 6 -5 21 12 10 14 -11 -1 26 23 29 17 -10 -7 -3 -15 -8 -23 24 28 -25 27 -4 -2 30 31 33 -33 -13 -35
right_child=1 4 13 5 -6 18 7 -9 16 11 -12 15 -14 20 -16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31 -32 32 -34 34 -36
leaf_value=0.080578357927019117 -0.036159037186965406 -0.069197322678662673 0.054946792826429829 0.05888339601305486 -0.10278935252704374 0.13911751053482216 0.01456845826922246 -0.0080839591599073373 0.073714843827993079 -0.09508884437327926 0.047895178433817104 -0.010273106985811235 0.11350489734299272 0.10582039053014039 -0.085209775951316291 -0.052280732206679281 0.099972196051318907 0.041250065476139131 0.066000219321323508 0.0035084052293718384 0.045074490988061988 0.037742362618015675 0.07883461913323303 -0.016724490822404417 -0.0047849786698063342 0.054336805343782539 -0.038586588935145001 0.015006606435809366 -0.098462072742605738 0.0039865155827234584 -0.055679650816119225 0.0055730958709509677 0.14368067289004949 -0.076429978814308006 -0.023256239145363514
leaf_weight=97.617890120483935 18.805526745738462 122.36963204556378 23.814181260066107 53.805831149336882 207.29545173497172 6.6521458472125223 28.161334213800728 66.05998903606087 90.262240140233189 18.008572218474001 22.396421005949378 39.246698834118433 69.295337172457948 11.703154625836762 10.656834518304093 54.592020267096814 25.192113442462869 47.326936502358876 28.010015664622188 5.6208393489941946 13.495415525045244 53.593054342083633 17.929589331150055 14.613899166346529 19.88544208207168 7.1062276847660533 4.6749174064025274 37.400749058753718 6.7882728247204787 17.327173338155262 29.568929973989725 11.150464097678194 1.6685341829434026 16.120338458451442 38.942657356325071
leaf_count=1986 1433 11050 1000 2591 15969 143 1537 4760 2793 1237 1722 3406 1119 337 797 3751 660 1800 1249 431 557 2740 564 987 1453 362 214 2063 432 1202 1862 765 31 1641 3452
internal_value=0 -0.0474471 -0.0143169 0.0618429 -0.0887472 0.0364059 0.0295182 0.0199853 0.0814562 -0.0291242 -0.0113433 -0.03699 0.0942481 0.0388207 -0.0283841 -0.0319747 0.0683397 0.0625478 0.0800324 -0.0660044 0.0732872 0.0385866 0.0480435 -0.0193723 -0.0317404 0.00652481 0.0256395 0.0305444 -0.0526837 -0.0247775 -0.0284235 -0.0209005 0.0235493 -0.0269423 -0.0388235
internal_weight=0 753.252 417.966 583.906 335.286 254.212 219.55 165.744 329.695 326.878 100.253 226.625 166.913 91.0884 77.8562 208.617 162.781 137.589 34.6622 127.99 25.1986 99.684 71.5226 67.1994 45.4792 21.7201 65.8898 61.2149 25.5938 154.025 136.698 107.129 12.819 94.3097 55.063
internal_count=78096 56154 28704 21942 27450 13584 12192 9601 8358 24533 7186 17347 3105 4171 5464 16110 5253 4593 1392 11481 894 4841 3304 4667 3318 1349 3277 3063 1865 12359 11157 9295 796 8499 5093
shrinkage=0.1


Tree=6
num_leaves=36
num_cat=0
split_feature=1 2 1 2 1 2 2 9 2 2 9 1 10 5 1 9 15 2 9 2 13 9 5 10 13 9 9 9 9 11 2 10 1 2 15
split_gain=327.161 62.5562 32.2039 26.4487 12.7035 11.9841 7.73012 6.30312 5.99401 5.65283 3.94091 3.30843 3.19012 2.99575 2.783 2.56498 2.55248 2.31786 2.00177 1.97458 1.78922 1.78278 1.66598 1.61037 1.85825 1.51999 1.74806 1.49352 4.25392 2.82911 1.53082 1.59302 1.38126 1.32081 1.28704
threshold=0.015062398277223112 0.1266080439090729 0.00064300670055672537 0.00335650471970439 0.2423197999596596 0.23451955616474154 0.79395911097526561 0.85615503593196896 0.00063480983953922998 3.5356377338757745e-05 -0.30263716910499927 0.0044716377742588529 -0.059925809094568912 -0.10834507272875642 0.032817494124174125 -0.52040056262339207 -0.21324749210307711 2.8983504307689149e-05 -0.27517043381320133 0.012672340963035824 0.0071604528453492666 0.85628955194357415 0.11067317911548376 0.013837122938993739 0.0021291432901365671 0.85615503593196896 0.85628955194357415 0.85615503593196896 0.79957491489261223 -0.014007848539715402 0.04543662071228028 0.0099981744620998691 0.11347815766930582 0.0012385405134409668 -0.95426251045329513
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 10 14 7 -3 11 -9 34 -2 12 13 -4 25 16 -11 -15 -8 -16 -10 27 -6 24 -17 -5 -27 28 29 -21 -30 -32 -31 -13 -1
right_child=1 6 5 4 22 -7 18 8 20 15 -12 33 -14 17 19 23 -18 -19 -20 21 -22 -23 -24 -25 -26 26 -28 -29 30 32 31 -33 -34 -35 -36
leaf_value=0.045038716610978032 0.0027836846599059422 -0.066366240126466525 0.083790990132542362 0.00096951153005280183 -0.068183349613112829 -0.085949137620135715 -0.082311075284974722 0.08028439502449497 -0.013692794004448786 -0.024382742505308891 0.058811453983754682 0.041917917124536019 0.077804505838568058 0.06647491759916753 -0.0024009030096657068 0.073035859680806919 0.054344801603412041 0.026927098219044078 -0.10692629992459653 -0.078565147665400376 -0.075971230145090482 0.024505053763550163 -0.11039637260575524 0.098417778294648484 0.047311794456864731 -0.06877068397971195 0.052329592877663089 -0.07662609658709664 0.13067558287305869 -0.024588993551189989 0.092141452986135977 -0.048847517921977307 -0.047116249979641874 0.017384160166023205 0.095246059524903448
leaf_weight=5.3333174623548976 18.291317168157548 146.83428254016326 14.341427880339323 54.433118141489103 36.116898391221184 8.6583943247096595 49.569815333816223 6.4367554215714327 21.843905056826774 5.76459195557982 40.02595874259714 32.618088515242562 30.596062372787856 18.453320746310055 23.605232854839414 105.67255165870301 14.419507743790744 75.264905194519088 99.05776235810481 14.170382288866675 5.8480787330772719 5.151532102492637 12.614712785347363 17.388807770679705 38.245104517322034 6.3742434321902683 1.4661391359986735 8.2753904988057894 1.8176824811380345 88.998863485234324 1.4826279354747387 1.7441818411462007 39.209451757313218 67.055401958175935 119.65216991584748
leaf_count=94 1448 14594 508 4269 3310 750 3986 239 1289 210 2635 1826 1160 556 1936 3445 321 4430 7761 984 333 367 904 559 1470 422 104 586 139 7466 128 100 3486 4633 1648
internal_value=0 -0.0486734 0.0543167 -0.0203061 -0.0324536 0.0298728 -0.0826396 0.0335535 -0.00664012 0.076738 0.0412382 0.0393092 0.0492987 0.0412275 -0.0232383 0.0654677 0.0318602 0.0347141 -0.0987167 -0.0294093 -0.0268449 -0.0333728 -0.0791107 0.069673 0.0661999 -0.00495982 -0.0461251 -0.0352878 -0.0329674 -0.0361648 0.0572782 0.0159329 -0.0314784 0.0254128 0.0931036
internal_weight=0 649.24 587.592 353.778 295.46 281.116 295.462 272.458 34.1287 306.476 58.3173 238.329 138.656 108.06 246.729 181.491 20.1841 93.7182 148.628 184.455 27.692 160.85 48.7316 161.306 143.918 62.2735 7.84038 155.699 147.423 142.379 5.04449 3.22681 128.208 99.6735 124.985
internal_count=78096 54625 23471 28284 24201 15724 26341 14974 1861 7747 4083 13113 6654 5494 19987 6005 531 4986 11747 15192 1622 13256 4214 5474 4915 4795 526 12889 12303 11936 367 228 10952 6459 1742
shrinkage=0.1


Tree=7
num_leaves=36
num_cat=0
split_feature=3 3 0 4 3 0 5 3 4 9 9 3 3 5 3 10 2 9 10 9 9 7 10 5 9 4 10 4 4 2 10 7 10 4 5
split_gain=289.255 49.4562 25.1851 16.445 11.3887 8.33641 6.19018 5.13527 4.54972 4.45057 4.18563 2.65354 2.25064 2.23867 2.21726 3.25625 2.187 2.29979 2.17382 2.16631 1.99392 1.98175 2.67195 2.23576 1.94382 1.87743 1.81856 1.66633 2.42356 1.47149 1.43174 1.46552 1.47142 2.09251 1.87877
threshold=-0.0776414694264531 0.095689574256539359 0.00026038011128548538 0.1462156027555466 -0.56444560666568566 0.0054351366125047216 -0.023325977468922676 0.89240525975765206 0.0034157133195549254 0.052495840324566938 -0.28844341138627017 -0.98947447560203716 -0.99683212025320234 -0.076286935615466497 -0.98349309572949994 0.012498999935255483 1.5371959307231012e-05 -0.30382780135832849 -0.06474754451311078 0.85727771434930389 -0.28368243369817148 0.0017978210721588319 0.80655077609221992 -0.00024083855234888205 -0.16666993976016076 0.030850801616907123 -0.061471921824698024 0.0064539648592472085 -1.0739479421317808e-06 0.00022788008209317925 -0.098496341507274682 0.067793064873591838 0.044893668044997691 0.097903650254011168 0.097819592049751478
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 5 10 13 24 30 19 -8 12 -1 -4 -2 -12 18 -13 25 -16 -7 -9 22 23 -5 -6 -18 -20 28 -28 -11 -3 -32 34 -34 -33
right_child=1 7 4 21 6 8 9 20 -10 29 14 16 -14 -15 15 -17 17 -19 26 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 31 32 33 -35 -36
leaf_value=0.1008054259030335 0.043572133266729061 -0.083245568921855057 0.077568786629565983 -0.015052913394505991 0.023728665407058886 -0.04849113482503431 0.026351624710822974 -0.078007071494960722 -0.016324595236198124 0.052306488762977887 0.080810851989487481 0.095932814293441929 0.022846632812060876 -0.0047536069373156839 0.062793703414211727 0.091564727595778203 -0.00084503400315486888 0.072234465259965061 0.019951060627016046 0.0072493763259427052 -0.10560269978846158 0.06594594911076726 -0.082097665473006412 0.069352138950822179 0.061139044713172275 0.092628750176457206 0.07702741227631206 0.10414710207265235 -0.012029561660590405 -0.023263055249120302 -0.071462324035344527 -0.051539606010933929 -0.094462362112773188 0.079085787577880193 0.0019269653095822237
leaf_weight=52.874298616545275 14.004413373302667 44.088296686677495 8.6513566346839053 5.2907456869725111 29.864098441554233 156.99383192768437 35.056717435887549 40.96346305811312 75.248666386585683 2.7137037999927989 38.801062273443677 35.090307119768113 57.26487030525459 30.382285123225302 42.73590013908688 18.581930413492955 8.1207070816308242 90.292632383527234 36.772589549887925 7.2963691061595446 72.568565622379538 18.793800637940876 2.2915094322524956 7.7137632328667687 25.964311590010766 2.9218717496842137 7.0390598857775339 5.5777488386956966 5.3999170206952849 51.034714712179266 68.93300458783051 29.370857435045764 9.6778029944980482 0.74848194071091789 8.4667220336850715
leaf_count=848 749 4501 324 349 2098 14143 2587 3282 5827 135 2007 458 3556 1770 2370 837 228 2277 2752 580 5892 764 115 345 1653 47 395 328 298 4214 7002 3405 989 52 919
internal_value=0 -0.0482827 0.0521825 -0.0214328 0.0368478 -0.0293124 0.0150352 -0.0793531 -0.0366885 -0.00136791 0.0511344 0.0817875 0.0300288 0.0104936 0.0601152 0.0531991 0.0744167 0.0669661 0.0458891 -0.0460156 -0.0956459 0.0441942 0.0174684 0.0350128 0.0411272 0.0238882 0.0327035 0.0587314 0.0383667 -0.0194476 -0.0678842 -0.0621054 -0.0487413 -0.0820037 -0.0395757
internal_weight=0 592.833 554.758 318.015 365.458 283.926 144.634 274.817 239.539 88.8051 220.824 189.3 65.9162 44.3867 154.908 116.107 136.426 101.335 97.5252 164.29 113.532 34.0898 15.296 13.0045 55.8284 11.0426 54.7893 18.0167 12.439 53.7484 161.285 117.197 48.2639 10.4263 37.8376
internal_count=78096 50684 27412 24642 23554 23069 10687 26042 20550 6936 12867 3858 3880 2519 8987 6980 3010 2552 6143 14723 9174 1573 809 694 3751 275 3773 1021 693 4349 16868 12367 5365 1041 4324
shrinkage=0.1


Tree=8
num_leaves=36
num_cat=0
split_feature=1 2 2 2 1 2 0 1 4 0 2 6 0 6 1 7 1 4 4 11 0 2 6 2 15 2 6 0 15 2 6 11 4 0 1
split_gain=215.932 45.8055 20.4176 18.2093 8.47024 7.6623 7.11033 6.76319 5.0408 4.40803 3.6777 3.37092 2.81947 1.94 1.93412 1.85816 1.59475 1.50499 1.65748 1.47518 1.17838 1.16644 1.16379 1.45802 1.0376 0.966533 0.992967 0.957622 0.955523 0.919951 0.905504 0.895875 0.880494 0.865845 0.881457
threshold=0.010265914723277094 0.21527478843927386 0.005387193290516735 0.00022788008209317925 0.18136364966630938 0.39468328654766088 0.0130178090184927 0.0011253929114900532 0.055019524879753597 0.00015599292237311604 0.79395911097526561 -0.49731146494027484 0.033577309921383865 -0.30219468789482212 0.056531323119997985 -0.052470250332903083 0.43729923665523535 0.014234518166631462 -0.00049850018694996823 -0.030658723268224043 0.00012874790991190824 0.98963943123817455 0.021954544647248306 2.8983504307689149e-05 0.26206145520530827 0.0018236382165923717 -0.43769278904880254 1.4815107533650009e-05 0.40500489074453244 0.0012385405134409668 -0.17311440958435559 -0.0095963799641201487 2.65131238847971e-05 0.027454131282866005 0.079847205430269255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 9 8 6 7 15 14 27 -3 -8 -6 -9 -4 20 -14 18 25 -10 -5 -12 23 -11 -17 26 -2 -1 -19 -15 33 -31 -20 -21 -35
right_child=1 10 4 5 12 -7 11 13 19 22 21 -13 16 29 -16 24 -18 28 32 30 -22 -23 -24 -25 -26 -27 -28 -29 -30 31 -32 -33 -34 34 -36
leaf_value=0.095101760009484559 0.076894355596292083 -0.060961451752946663 -0.018156777065779169 0.056433641062308394 -0.12405321530003398 -0.08791693863255251 0.10333054171505635 0.028584947044085252 -0.097030910686579153 0.085439729780603088 -0.08014749708132568 0.048179990826594299 -0.042557343735982356 0.01538348824108165 -0.038224180464366486 0.062842240516137418 -0.074723854818014024 0.058686717112136091 -0.047540204212557197 -0.007565043471331908 0.016544166483897123 -0.10010280029759173 0.045086435265696279 0.051761486289676834 0.034297372706730327 0.0051303002204679989 0.030687231558406514 0.076872679970766494 0.0035966186450278274 0.015997149145055907 0.00079442830898684774 -0.018005735910302204 0.006380523055603356 0.062227459526765019 0.0071181425604165769
leaf_weight=46.413873996585608 6.6221969673642933 91.860969183442649 103.95682145893807 9.9135958934202772 6.2855166025692588 5.248769518104381 17.830345551250502 27.305854860926047 1.1756916695740063 22.57034794986248 83.300079375418136 29.286187208024785 43.265990954969311 18.966618728591129 89.273773934983183 43.541188417933881 23.941954238689505 18.697275968908802 3.6342894567642388 4.0691681546159115 29.274685508222319 45.178219711175188 51.426466791657731 29.863266915781423 17.998040491482243 8.6995163308456522 15.62141805596184 76.015688713639975 3.7859439241001374 9.8434636524179933 17.588877292117104 36.406613110215403 18.165547467651777 9.3093295207945612 4.2171274170977986
leaf_count=704 449 10404 9691 340 360 497 698 1810 48 681 8447 1907 4776 1214 9297 1947 2491 1414 288 287 1670 3445 1942 1311 843 832 1161 1436 291 712 1427 2929 1475 584 325
internal_value=0 -0.0399951 -0.0188848 0.0504633 -0.0304588 0.0316084 0.0342185 0.025726 -0.0210005 0.0709285 -0.0762403 0.0690507 -0.0600061 0.00620658 -0.027428 0.0436554 -0.0540162 0.0277463 0.0185115 0.0131579 0.0266351 -0.0871646 0.0557751 0.0662585 0.0544939 0.0333909 0.0444437 0.0837834 0.0494101 -0.00316311 0.0168399 -0.0107689 -0.0026087 0.0328792 0.0450461
internal_weight=0 598.65 378.31 471.905 303.084 245.615 240.367 193.25 229.591 226.29 220.339 47.1165 73.4935 92.5226 193.231 100.728 67.2079 75.2262 52.743 36.3602 39.1883 128.478 103.86 52.4336 61.5392 30.9431 22.2436 122.43 22.4832 65.2167 35.1845 46.2501 21.7998 17.5956 13.5265
internal_count=78133 57492 35196 20641 29286 14567 14070 11465 21659 6074 22296 2605 7627 6665 18988 4800 7267 5910 4205 2671 2010 11892 3934 1992 2790 2442 1610 2140 1705 4855 2623 3641 1763 1196 909
shrinkage=0.1


Tree=9
num_leaves=36
num_cat=0
split_feature=3 1 3 3 6 1 1 1 8 9 1 4 9 4 9 13 14 14 3 3 9 9 9 4 4 4 9 4 8 3 3 3 3 9 9
split_gain=199.887 34.7889 20.9106 13.1044 8.78847 8.55616 5.05009 4.38185 3.60563 5.50725 4.35269 3.32275 3.30444 3.24318 2.86443 2.78438 2.53956 3.18921 2.70547 2.53903 2.44666 2.16669 2.45246 1.98697 2.05211 1.97431 1.93311 1.80045 1.78282 1.51892 1.38662 1.36647 1.36527 1.33034 2.68348
threshold=-0.057803598232567303 0.015062398277223112 -0.44971390999853605 0.47306558955460792 -0.30736024006755108 0.00026093523774761712 0.0016649128519929948 0.00077936833258718263 0.11414944503217003 0.79957491489261223 0.11853873729705812 0.0081027261912822741 -0.28368243369817148 0.055019524879753597 0.85615503593196896 -0.0071436817191427174 0.11990443912880615 0.059788616348390035 -0.993545459508823 -0.98349309572949994 0.85628955194357415 0.12361489759959217 0.13350025603417179 0.0064539648592472085 -0.00036858441308140749 0.0086808216292411106 -0.27517043381320133 0.00012580135808093476 -0.090895777157816299 -0.0023904899135231967 0.98379520224989403 -0.89131407541935903 -0.11164204956730826 0.85628955194357415 0.85615503593196896
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 8 6 16 -2 -4 9 10 13 -6 -7 29 32 -11 17 -1 -18 -14 28 25 31 24 -24 -21 -5 -8 -16 -3 -28 -23 -9 34 -17
right_child=1 3 7 26 11 12 27 14 -10 15 -12 -13 19 -15 20 33 18 -19 -20 21 -22 22 23 -25 -26 -27 30 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.06842263029875395 0.091331584147347614 -0.019797385979466828 0.040927295686801438 -0.064222064660579642 -0.035479349972069925 0.025585532774991246 -0.017652445539836231 0.019800864903805393 -0.064951581150971993 0.072428768337534477 -0.062990287426115593 0.016126463459576829 0.077078319225967043 0.015265107048578955 0.0013644565232110769 0.0078278742798452757 0.11921452205321037 -0.009314399676854955 0.076674089713524823 0.043727342495171899 0.065358583951394975 0.03863058571536649 0.061937747670879131 0.090937763881437872 -0.014308546328301497 0.083576259255957797 -0.081375195691462926 0.040210578006205269 -0.063568077180417057 -0.04859154586313981 -0.10707523107987293 -0.0034465535717101447 -0.0055326721354014364 0.02506297185850034 -0.078554075489372432
leaf_weight=68.599257514928468 15.430938849574884 29.739339309860952 41.722546253877226 48.751816700678319 32.740375166991726 66.075328812818043 8.9872003893833625 59.098690726328641 60.367819212959148 4.9809065833105732 68.32839565211907 20.1588696417748 32.763169125362765 13.68933062549331 6.3455174798145935 8.822725996491501 20.777655945625156 5.7173408817034206 53.300936582032591 30.109412918332964 2.39421679067891 12.962689056294037 9.2099771872162801 9.6484339865855855 5.7235887737479088 21.178427009494044 78.623931007576175 13.388515150640158 12.674196726642549 47.711071932979394 28.641333206323907 19.076034819940105 33.236610949621536 7.1627005357295266 6.0708388667553654
leaf_count=1774 629 2993 1893 4863 2558 4186 709 5480 6415 485 7972 1412 1872 1038 411 776 301 145 1277 1858 199 1063 594 611 375 1257 8967 877 938 5519 2535 1884 3033 711 523
internal_value=0 -0.04545 0.0437927 -0.0580467 0.0105013 0.0571821 0.0473209 0.0132074 -0.0437095 -0.0368339 -0.0439095 -0.0158134 0.044032 -0.0296045 0.00303988 0.00489894 0.075503 0.0624421 0.0886059 0.0526965 -0.029912 0.0452938 0.0318075 0.0555673 0.0327148 0.0601823 -0.0807332 0.0169699 -0.0419047 -0.0375352 -0.0882375 0.0135776 0.0106819 -0.0103511 -0.0273827
internal_weight=0 493.596 510.614 402.89 90.7059 355.142 37.8067 155.472 246.873 186.505 159.468 52.8992 206.747 91.1397 113.749 27.0372 148.395 74.3166 74.0786 140.672 21.4139 107.909 56.6207 24.582 14.9336 51.2878 156.017 22.3757 19.0197 77.4504 107.265 32.0387 92.3353 22.0563 14.8936
internal_count=78133 48982 29151 42797 6185 17197 2215 11954 26432 20017 17522 3970 13700 9550 10061 2495 3497 1919 1578 9514 1548 7642 4527 1580 969 3115 16365 1586 1349 8512 11502 2947 8513 2010 1299
shrinkage=0.1


Tree=10
num_leaves=36
num_cat=0
split_feature=2 2 0 4 2 0 10 0 9 9 9 9 9 11 10 9 2 4 14 9 2 9 12 11 4 10 9 0 4 10 14 12 9 2 14
split_gain=138.445 41.2959 13.4353 13.3158 5.16011 5.12542 4.18047 2.79786 2.60229 3.79682 2.48992 7.34604 2.87461 2.59402 2.47099 2.41023 2.22809 2.07096 1.99219 1.98788 1.58799 1.50275 1.84321 1.46953 1.24478 1.11791 2.1086 2.00858 1.48827 1.27039 1.11605 1.10678 1.08943 1.07491 1.03908
threshold=0.005387193290516735 0.39468328654766088 0.00015599292237311604 0.048658616840839393 0.00016581505042267966 0.0050985706038773069 0.024648217601916756 0.019765543751418594 -0.53355871336626615 -0.53355938687138649 -0.19427050984044572 -0.1942085329469812 -0.16666993976016076 -0.019353005714232527 -0.094278398206508712 0.26294026474615767 0.98388493061065685 0.18286533467471602 0.11990443912880615 0.24724278975213945 0.0013385780039243402 -0.27517043381320133 0.001563234338798925 -0.030658723268224043 0.00073716038605198275 0.0099981744620998691 0.79957491489261223 0.1486964896321297 -0.00011458023800514637 0.0027619061851254794 1.0885777833845338 -0.013060116968855938 0.85615503593196896 1.9207145669497553e-05 -0.095063275156777982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 18 5 19 32 14 -8 9 -7 -10 -12 -13 15 31 -14 21 23 -1 -4 30 22 -3 -5 25 26 -15 -28 -27 -29 -16 -6 -2 -20 -9
right_child=1 16 4 17 6 8 7 34 10 -11 11 12 13 24 20 -17 -18 -19 33 -21 -22 -23 -24 -25 -26 28 27 29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.059346964211585841 0.025979223814774896 -0.067006863609026149 0.046035896250388071 -0.09686289886247787 -0.025387441540001828 -0.046446066866949562 0.022967180563016276 0.03225507506282544 -0.05044951832790262 0.041274599068394521 0.047363355256834203 -0.066455326440879134 -0.036258624692466032 -0.034070840928074157 0.014437160811732087 0.058241636912393147 -0.091986934240981921 0.042996193864152349 0.099036322744375543 0.096516890471688876 -0.0099239938986778499 -0.073214455174111612 -0.01731488595346789 0.0125714549461662 -0.016439753168660223 -0.035352871651556449 0.07499794708170722 0.070807233646293669 -0.071352155066633963 -0.037662897832076464 0.10989857989477728 0.040054577941988627 -0.012587022455241074 0.073272146277728364 0.11188324868418227
leaf_weight=64.229629853507504 23.025952134630643 19.182602707180198 91.434634657547576 1.2657390167005349 2.7718017349252468 8.1468946518143639 9.2222030631382967 1.9994249855517399 49.252302286215127 12.512356722727418 12.992554169381036 19.744057976815384 4.511468082200734 47.460207680036547 58.255238694080617 6.7177337112952955 47.884684373741038 32.334652880061185 27.80735729355365 8.5282863936736231 37.067074452002998 86.386607384862145 12.219514664611777 40.173493664187845 51.973930219159229 45.21001882571727 3.6775620306143519 1.3408570270985363 15.39446480583865 5.544294566847384 1.2509939265437413 38.211499035358429 10.74156701704487 38.771984988357872 9.0847007735283096
leaf_count=1675 1918 2130 4223 66 228 1063 599 129 5665 1652 1513 1922 364 6329 4208 618 4401 2087 404 297 3434 10728 1593 3408 5920 4331 323 155 1346 478 79 2678 753 985 431
internal_value=0 -0.0319401 0.0458082 -0.01425 0.0325645 -0.0231236 0.0213069 0.0636612 -0.0274959 0.0066823 -0.0301723 -0.0255179 -0.0302155 -0.0262803 0.0150545 0.020275 -0.0737986 0.0240289 0.0719116 0.0503427 0.00632338 -0.0664044 -0.0476702 0.00922884 -0.0293447 -0.0349987 -0.0250775 0.0153311 -0.0444972 -0.0165388 0.016444 0.0356286 0.0137112 0.0840327 0.0975194
internal_weight=0 557.694 388.635 392.02 257.826 318.246 157.863 20.3063 284.479 20.6593 263.819 214.567 201.575 181.831 137.557 11.2292 165.673 73.7739 130.809 99.9629 96.5733 117.789 31.4021 41.4392 170.601 118.627 58.0229 10.5627 60.6045 6.88515 59.5062 40.9833 33.7675 66.5793 11.0841
internal_count=78133 58763 19370 39911 16306 34350 11786 1159 31679 2715 28964 23299 21786 19864 10627 982 18852 5561 3064 4520 7721 14451 3723 3474 18882 12962 7285 956 5677 633 4287 2906 2671 1389 560
shrinkage=0.1


Tree=11
num_leaves=36
num_cat=0
split_feature=3 3 0 4 3 0 5 13 3 3 5 12 7 7 3 2 4 5 13 12 2 3 3 0 12 5 5 0 2 5 12 5 3 3 3
split_gain=138.509 23.1431 15.7958 8.52627 8.28947 4.03439 2.72765 2.61512 2.39541 1.9847 1.89534 1.84559 1.72448 1.6701 1.64868 1.62232 1.52743 1.50704 1.44673 1.34765 1.33356 2.17562 2.05822 1.31849 1.28195 1.33739 1.23979 1.22707 1.20456 1.15052 1.41844 1.23781 1.24058 1.14672 1.01469
threshold=-0.057803598232567303 0.37668413446226628 0.00022219720995053652 0.13596578501164916 -0.47186091751791531 0.06189223192632199 -0.023325977468922676 0.0022407346576459272 -0.7965228302637114 0.98379520224989403 -0.020104336828527046 0.013087032319574777 -0.27947465824430617 -0.090967434723369253 -0.99683212025320234 0.00063480983953922998 -0.083763480186462388 0.11067317911548376 0.0035753430170722754 -0.001805058894991019 0.041043218225240714 0.05827723070979119 0.020848844200372699 0.0042560403235256681 -0.0031974748689574464 0.23266990116142022 0.40085653955848805 0.039383614435791976 0.016520845703780655 -0.00085607554002452974 -0.0043272538594467252 0.0015245434050986455 -0.99727326542324579 -0.96215867717546633 -0.96559611693646719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 5 7 15 -6 11 29 24 -7 14 -12 -8 -4 -2 -16 27 -10 34 22 23 -17 -22 -3 -26 -25 28 -5 33 -31 32 -32 -1 -9
right_child=1 9 4 17 6 10 13 19 18 -11 12 -13 -14 -15 16 20 -18 -19 -20 -21 21 -23 -24 26 25 -27 -28 -29 -30 30 31 -33 -34 -35 -36
leaf_value=0.096056658233915515 0.021944979589821542 -0.078408569582695889 0.075676922953191617 -0.040894598661336136 0.025248580171379889 -0.056856217090333172 -0.022145552465093418 -0.043545199901602945 0.054027511710119297 -0.090100575145788273 -0.068891604090316569 0.08113896744952083 -0.026292523816414705 0.0073027496744551617 -0.00087849112758313613 -0.024972717756616275 0.041729029531846096 0.054059093232943611 -0.00072309752603569918 0.029506142450494419 0.050636539864554075 -0.037040253497937624 -0.093515121418258282 -0.0070173757067078209 -0.061842478455483713 -0.021042740734930464 0.087263161693878585 -0.029081421400317671 0.055150874561511222 0.0062656501936499678 0.095007652280933649 0.083341966579248958 0.030937003849529594 0.063930007154133855 0.012717397884868748
leaf_weight=34.499543335754424 10.098860007128676 42.015109830303118 13.231866894639095 1.69622873759363 46.074671459558886 49.719895824411651 33.870514751848532 4.8370510966051361 36.166353694279678 43.20218677498633 10.991648271912707 13.398074151249601 70.164017445524223 44.640855423116591 9.110971676243933 53.465938653418561 109.94661693309899 13.409071939182466 5.569477019365876 39.698848129017279 5.2303978402633211 19.246108205756173 4.7720260627684175 33.988420111243613 56.834834647568641 9.3568937497911957 1.454464571434072 5.5919605731323827 5.6729933983879164 3.9242829768918446 4.0702790813520542 24.460436444380321 11.735306547023354 16.388003585627303 9.5032225102768262
leaf_count=743 564 4890 698 161 4063 5932 3229 318 1190 4312 1114 584 8895 4153 676 5282 8142 703 228 2770 405 2547 383 3625 8098 1201 92 449 329 111 61 589 249 454 893
internal_value=0 -0.040377 0.0381972 -0.0236166 0.0261761 -0.0291294 0.00593357 0.038803 0.0666927 -0.0719811 -0.0414814 0.045772 -0.0320621 -0.00540151 0.0421901 -0.0165251 0.0384685 0.0305558 0.0467213 0.0200149 -0.0198131 -0.00933954 -0.0305891 0.0037681 -0.0647468 -0.056075 -0.0031484 0.00624031 0.0330434 0.0754595 0.063655 0.0692481 0.0474366 0.0857105 -0.00626028
internal_weight=0 436.911 461.126 285.502 324.313 259.132 124.586 199.727 136.814 151.409 130.876 145.688 81.1557 78.5114 132.289 128.256 119.058 26.3703 41.7358 54.0391 118.157 59.9194 58.238 40.6733 108.207 66.1917 35.4429 12.9612 7.36922 95.0779 44.1903 40.266 15.8056 50.8875 14.3403
internal_count=78133 48982 29151 30481 25526 28839 11445 14081 3625 18501 15941 10100 10009 7382 9516 12898 8818 1642 1418 3981 12334 6669 5665 4122 14189 9299 3717 939 490 2207 1010 899 310 1197 1211
shrinkage=0.1


Tree=12
num_leaves=36
num_cat=0
split_feature=3 1 1 3 3 3 1 3 8 5 4 5 3 1 5 5 7 3 5 5 4 4 5 8 13 1 8 12 13 12 12 3 5 5 8
split_gain=115.665 25.9687 10.5611 8.44593 7.9776 4.44867 3.86108 2.85885 2.60745 2.31905 2.22659 1.76897 1.73415 1.71928 1.54117 1.53237 1.52116 1.50351 1.33898 1.33839 2.73148 2.12043 1.23977 2.14651 1.3154 1.22325 1.16644 1.09822 1.09647 1.02401 1.01611 1.00209 0.96972 0.963417 1.16813
threshold=-0.095048068673349903 0.032817494124174125 0.00037640628579538321 0.21780701378156667 0.77927591674961161 -0.56444560666568566 0.0016649128519929948 -0.7775844985153525 0.20977603094422376 0.094783311809234175 0.007290423847734929 -0.088495266692253313 -0.993545459508823 0.43729923665523535 0.071775012369344124 0.28286704830165915 0.070042285167791388 0.0036789961159229283 0.29566228998049643 -0.00081780026348783608 0.0064539648592472085 0.001456156373023987 0.1160483092548385 0.091022622745726603 -0.0036466524068032437 1.6871215848368596e-05 -0.34135580829971729 -0.010909747089252022 0.0019591935400349873 -0.00027721258045684225 0.0003810057757065261 0.0063093584612943241 0.092174998756522575 0.09478381515654298 -0.090895777157816299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 6 8 11 16 25 13 -7 -8 27 -13 14 17 26 -2 -3 32 -14 21 30 23 24 -16 -1 -12 -4 -9 -22 -21 -18 -10 34 -11
right_child=1 4 5 -5 -6 9 10 28 18 33 15 12 19 -15 22 -17 31 -19 -20 20 29 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.082585234275511912 0.01637317977336878 -0.022683441234625984 -0.0014751850233701517 -0.069272891597615946 -0.076601718619720968 0.018006312738432985 -0.01498674289748146 0.045426385870084712 -0.058781791613425165 0.0019777644607694303 0.12602721847783879 0.053574939476074238 0.01630726541548742 -0.058346231267619092 0.043388211010485823 0.084759878485625245 0.038940797770149131 -0.047978701108798386 0.076568004293480429 0.0059769006952824335 0.043672325648569731 -0.049431660073438466 -0.034668184854367193 -0.057271111604639692 -0.0078969956248492075 0.059936210020800365 0.0078217565800723903 0.067732821841307356 0.0079013167410912754 0.088961241432506055 0.053157299232834548 0.086581953253523677 -0.097146624846001561 0.0084088857252973791 -0.051730143198801495
leaf_weight=34.551894632400945 18.798571241204627 34.836578311776975 2.5639539599651497 15.105548263003582 89.396072983479826 67.774910187756177 50.869252657401375 36.054721121734474 19.733160129137111 6.5897018327377763 0.86164586967789247 27.295826192072127 64.816932911518961 31.451749396161176 7.7053881357424023 3.1840210763039059 11.969497544108892 72.193123731383821 0.62280723039293562 9.026387648424139 10.103841968462804 4.1395817967713802 26.236180364649044 6.0271188713377333 14.250510154524816 76.961182359053055 26.805103111546487 21.685762206092477 9.9316459534456936 9.8689386306214129 9.2350632330926583 6.9955176883377126 9.8906207730178703 9.7148276295629312 10.505844638682904
leaf_count=702 1266 4118 266 1986 11169 6953 5304 1443 2736 455 34 1564 5385 4307 761 189 750 10546 66 827 723 339 3162 589 1389 2466 2475 1566 526 531 699 309 878 919 851
internal_value=0 -0.0355401 0.037968 0.00118094 -0.0513633 0.0253255 0.010088 0.0583021 -0.0412434 0.00815805 -0.00213208 0.0355549 0.0310723 -0.0369588 -0.0327872 0.0190637 0.036532 -0.0397455 -0.0685401 0.025342 0.0391621 0.0151883 -0.0190514 -0.00440957 0.0101015 0.0669539 0.0115031 0.0604154 0.0373221 0.0660505 0.0298367 0.0565139 -0.0715908 -0.0167377 -0.0310277
internal_weight=0 446.932 410.821 134.589 312.343 253.322 119.484 157.499 222.947 94.5853 81.72 158.736 134.487 192.701 161.249 30.8508 37.7636 107.03 30.2466 107.191 42.3738 22.401 54.2192 27.983 21.9559 111.513 27.6667 24.2497 45.9864 19.9728 18.2615 18.965 29.6238 26.8104 17.0955
internal_count=78249 52034 26215 12313 39721 21078 10327 5137 28552 9178 8002 11900 10068 24872 20565 2698 2325 14664 3680 8504 3119 1865 5901 2739 2150 3168 2509 1832 1969 1254 1526 1059 3614 2225 1306
shrinkage=0.1


Tree=13
num_leaves=36
num_cat=0
split_feature=3 3 0 3 8 3 15 3 10 10 0 5 5 10 5 13 15 13 7 10 5 10 10 10 13 5 3 10 8 3 10 10 10 13 5
split_gain=96.4176 21.2372 9.46844 3.91466 3.07707 2.87561 2.33021 2.01533 1.91441 1.84185 1.79896 1.71748 1.67519 1.6453 1.63622 1.56614 1.45115 1.26433 1.0918 1.53859 1.09292 1.08778 1.0717 1.36635 1.06345 1.05276 1.0189 1.10518 1.00833 0.965327 0.853978 0.851741 0.83988 0.83758 0.820803
threshold=-0.10006270591111387 0.20806669164448979 0.0003512799739837647 -0.56444560666568566 0.10072024578797846 0.89240525975765206 -1.0369895980553829 -0.7965228302637114 -0.063758888514185152 -0.059925809094568912 0.062767494469881072 0.021510262881257302 0.28416115901972999 0.80655077609221992 0.094469521762422418 -0.0015522692760145008 -0.053453822457698384 0.0028314373703672451 0.25608117546289055 0.30167858131090436 0.061277840760613142 -0.072194945397260221 -0.058829838718629117 -0.070827661981369375 -4.0546828714019114e-05 0.09478381515654298 -0.9808580443059326 -0.093511454463786628 -0.08885277632565107 -0.011388810351490973 -0.2501124446324447 -0.19654991179956058 0.80655077609221992 0.0034408083034219825 0.09478381515654298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 9 10 24 -1 8 -8 15 18 29 13 -6 22 26 -11 -9 34 20 31 -7 23 -5 -3 28 -4 -28 -16 30 -12 -20 -18 -22 -2
right_child=1 5 3 14 12 21 7 17 -10 16 11 -13 -14 -15 25 -17 32 -19 19 -21 33 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.023866616753213856 -0.012702862895250478 -0.037912675063646047 0.059406711258016054 0.019352305770644233 -0.036056381904769293 -0.062079512041773248 0.051470273032071634 0.047953062365616778 0.080090784464975071 0.02865333253404679 0.083640227151910107 -0.0053676033115896372 0.039802582263558678 -0.094961912172976684 0.0013309355013259529 0.018794554001930423 0.060542980007739326 -0.00089056804165359128 0.01157912582025632 0.075363616434541036 0.0583123076641653 -0.086968492105059664 0.042932062449136249 -0.017198073891682191 -0.060457302405033657 0.013197020778369012 0.05042363110062445 0.014584711229386902 -0.049688342506099284 -0.04197213054298414 -0.017430941938605157 -0.042996717518579822 0.10929672590443579 -0.023142461729946773 0.0071045365465879015
leaf_weight=3.4641411909833542 82.599740194971673 39.80236719486129 19.603606085816864 40.035864503122866 42.551424776815111 29.466366923268652 42.935901349643245 31.507778207655065 51.289547456311993 12.801394315931246 0.89738276740535994 35.816533368619275 2.5997203600709318 5.3363313897280014 6.4667360438033965 73.590761919971555 15.261835540179165 6.3712801213841876 6.1336688128649293 3.720515622990205 4.8793039835290974 43.458873096038587 12.120199731463797 13.737027942202984 44.112232573097572 9.1751977527455875 15.784268352959769 18.916117876535282 9.6611121799796837 38.086975293030264 12.216105755476745 5.3572275940096024 4.5980150322429827 1.7029937790939582 28.017379484430421
leaf_count=111 8857 6217 1283 3872 5332 4170 1087 1231 1495 921 76 3875 236 371 460 6017 1210 330 536 284 366 5076 1089 1997 6423 919 1099 1847 832 5644 1597 699 110 137 2443
internal_value=0 -0.033122 0.0357885 0.024315 -0.0161171 -0.0623868 0.057095 0.059218 0.0670492 0.033713 -0.0109956 -0.0221649 -0.0383763 -0.0426205 0.00776928 0.0283004 0.0549075 0.0397375 -0.00365544 0.0168022 0.00474688 -0.0769118 0.0160697 0.010015 -0.0497639 -0.0138463 0.0411825 0.0308869 -0.0292313 -0.0339152 -0.0105144 -0.0138649 0.0718306 0.0372381 -0.007686
internal_weight=0 426.755 387.321 251.752 269.915 156.84 135.569 132.105 94.2254 160.556 219.428 87.017 50.4875 47.8878 91.1961 127.895 32.6612 37.8791 132.411 21.7937 18.0732 72.9252 65.8931 53.7729 83.9146 25.303 54.304 34.7004 16.1278 51.2005 13.1135 11.4909 19.8599 6.5823 110.617
internal_count=78249 52339 25910 21656 30453 21886 4254 4143 2582 12487 24514 11192 5939 5703 9169 10246 2241 1561 13322 2022 1738 9246 6958 5869 12640 2211 4229 2946 1292 7317 1673 1235 1320 503 11300
shrinkage=0.1


Tree=14
num_leaves=36
num_cat=0
split_feature=1 1 0 4 0 5 1 1 13 1 5 13 15 15 0 4 4 13 10 11 5 13 4 0 5 11 13 10 5 0 11 15 0 5 11
split_gain=79.9404 14.9936 6.12361 3.31831 3.25424 2.55799 2.46672 1.75074 1.49791 1.48888 1.22658 1.21364 1.14347 1.13873 1.15016 1.0815 0.908054 0.88722 0.861157 0.828452 0.879488 0.956871 0.787762 1.05457 0.790065 0.823429 0.77512 0.772127 0.76637 1.60549 1.01635 0.773152 0.752951 0.78019 0.734265
threshold=0.0084453504532575625 0.2423197999596596 0.00015599292237311604 0.012616783380508425 0.016603574156761173 -0.19526530760343774 0.057357098907232291 0.0016649128519929948 0.0068197188550789189 0.43729923665523535 -0.00024083855234888205 0.0068197188550789189 -1.0369895980553829 0.88564667749797621 1.4815107533650009e-05 0.00052675139158964168 -4.869582335231825e-05 -0.010023535896453063 1.1448472386225317 -0.011680724887207864 0.095291615194415952 0.0034408083034219825 -0.0038829967379570003 0.027454131282866005 -0.014406056045202094 -0.032601620786911305 0.0025322164443927898 -0.14184072758690119 -0.014406056045202094 0.24692031741142276 0.00052143930678264221 -0.097558153889253568 0.45450320839881903 0.09478381515654298 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 6 5 -4 11 18 -9 28 26 -2 -1 14 -14 16 32 -8 19 -7 21 -21 23 -19 -24 -26 -6 -13 -3 -30 31 -31 33 -11 -23
right_child=1 9 4 -5 10 7 17 8 -10 15 -12 27 13 -15 -16 -17 -18 22 -20 20 -22 34 24 -25 25 -27 -28 -29 29 30 -32 -33 -34 -35 -36
leaf_value=-0.019423052240100516 -0.0083043691125978397 -0.058509356310569374 0.058747703977569933 0.0012939937754688022 0.016642037916511417 0.010967399681122121 -0.0003282138607169703 0.012215273277884301 -0.032830580401006823 -0.059668816128672711 0.075426750692491981 0.0077180350147910736 0.074945333394335373 0.0091685660151011421 0.052532741946637741 -0.033827951158331648 -0.081247378176294266 -0.073811589043013964 -0.065192849053054613 0.035131053815026826 0.061506411669648126 -0.017332548351052548 -0.053542364216878427 -0.016617093621046547 0.086399531660119114 -0.033893144629284659 0.066847121709011123 -0.049928283250083527 -0.06459005876099419 0.045949589127990124 -0.037918210462994324 -0.01377650003964237 -0.045269484256776016 -0.10872901841034879 0.028008681350554343
leaf_weight=1.9453602833673347 106.73390955221839 19.956001311540604 17.829052905843128 81.7152002628427 8.4148034877725895 21.642248969466891 8.0801404588564747 62.39746955485316 8.3725933001260255 10.384783562622031 17.270313040877227 2.8807444262783966 34.628740005195141 4.5819407948292783 67.58291200210806 9.6743791740736906 33.678104223887203 3.5859132084879084 0.99503182666376133 54.941389726300258 9.5492076355440059 6.9129613995319232 28.599332919402514 31.92456002504332 0.5762360377702852 45.605684070382267 4.8462853797245762 12.012070072058121 10.829091865045486 3.2965409334283322 10.892467945872339 6.3276569776935521 19.602297592704417 4.7123712471220633 7.3894150482374226
leaf_count=74 12767 2896 1016 9392 810 1347 1124 5512 736 1689 1006 377 872 126 2312 1651 3909 382 55 3532 616 545 4029 4729 64 6330 390 1389 1484 535 1567 948 3040 500 498
internal_value=0 -0.0276719 0.0371343 -0.0161111 0.0275593 0.0226905 -0.0220372 0.0189573 0.00688603 -0.0564245 0.0578632 -0.0120357 0.0565557 0.0579397 0.060126 -0.0651224 -0.0695501 -0.0323137 0.0273797 0.0282968 0.0330567 0.0291333 -0.034657 -0.0223927 -0.0404809 -0.0323922 0.0349896 -0.0387776 -0.0431912 -0.0334391 -0.016997 0.00668126 -0.058197 -0.0749823 0.00609329
internal_weight=0 451.067 329.3 321.714 220.561 190.029 239.999 172.2 70.7701 129.354 30.5314 121.627 108.739 106.794 102.212 78.0519 68.3776 118.372 101.43 100.435 78.793 69.2438 110.292 35.5105 74.7813 46.1819 13.2611 14.8928 51.3018 31.3458 20.5167 9.6242 34.6995 15.0972 14.3024
internal_count=78249 58802 19447 40583 16063 13857 31191 12841 6248 18219 2206 14533 3384 3310 3184 10789 9138 16658 6593 6538 5191 4575 15534 5111 10423 6394 1200 1766 7430 4534 3050 1483 5229 2189 1043
shrinkage=0.1


Tree=15
num_leaves=36
num_cat=0
split_feature=3 3 1 0 1 3 0 3 3 0 0 12 3 1 15 3 6 6 7 6 3 12 15 15 3 7 15 3 12 15 1 6 6 6 7
split_gain=74.884 18.1678 9.67707 6.86479 3.35891 3.17685 2.38099 1.76076 1.61591 1.47128 1.37934 1.26696 1.172 1.14225 1.09979 1.13776 1.43846 1.24341 1.03918 0.985556 0.959032 0.947705 0.903987 0.892559 0.889186 0.872798 0.850429 0.846563 0.812329 0.811252 0.807465 0.798386 0.779465 0.746908 0.744905
threshold=-0.10006270591111387 0.47306558955460792 0.032817494124174125 0.0003512799739837647 0.0011253929114900532 -0.56444560666568566 0.0026794450823217635 0.98379520224989403 -0.99458718093228515 0.032776623964309699 0.024932959116995338 0.013087032319574777 -0.32123034540563816 0.16001746803522113 1.2991545835695379 -0.993545459508823 -1.3343288552522579 -1.221530710148129 0.081805388619258221 -0.30736024006755108 0.064620809163898243 0.00070407457366212058 -0.028107674900798331 0.25161516690761399 -0.0023904899135231967 0.0054393784204141956 -1.0369895980553829 -0.80984079529844155 -0.0031135737359520945 -0.14946153042515473 0.0023529458558186893 0.33779012304720751 0.49109863368321377 -0.64988744358050765 -0.38645661222207556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 6 11 -2 28 21 -4 20 14 26 24 15 16 -5 27 32 -8 23 -1 -23 -6 -11 33 -10 -17 -3 -7 -31 -25 -14 -15 -12
right_child=1 7 9 5 10 29 19 -9 12 13 34 -13 18 25 -16 17 -18 -19 -20 -21 -22 22 -24 31 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.098532875460231067 0.014757404546377429 -0.069730851756441919 -0.061317555067099683 -0.062092635517321852 -0.0022887593333583149 -0.007376313627999705 0.10119177245024331 -0.084703419102047248 -0.012908029811754526 -0.0069021890270087706 -0.045312119005937589 0.060037914307640994 0.0013542285784942582 -0.092871773199301288 -0.060762630361296803 0.00054216565018817787 0.054575667192763799 0.022403368579677507 0.040714140305246074 0.036150090302821625 -0.057507349327558611 0.078610515849494925 0.027786256060734024 -0.018342948339408173 -0.028632138918008188 -0.027598290864877747 0.051601326902349857 0.086155012634615558 -0.048724020099802999 0.033340345546503593 0.006903954431610038 -0.077615731803350033 -0.097329984028054622 -0.044783819930178242 0.017064516794815059
leaf_weight=10.004039666499013 19.381322639761496 30.095155104674632 15.622634573635876 1.1078333114273871 36.357459111663047 25.865391463332344 5.8700280694756657 32.198245580104413 2.0936459316872051 28.618741357757244 2.057031131116676 14.187845032894982 3.413031828706151 3.6037168409966389 1.3629277320578683 1.4874089256627483 22.940523657307494 101.41293780840351 6.5944831615197472 3.8627204750664514 4.6630822462029746 8.8943892041570489 5.7698307880200437 8.5467213741503638 55.061346247850452 36.298815311311046 85.465880310861394 5.168174060760065 47.403003223938867 15.64701943437103 44.164153378078481 3.095576462103053 1.0455897306092081 31.141085727329482 27.631759821699234
leaf_count=241 1391 4434 1836 65 3926 2687 256 4290 88 3623 178 812 196 420 100 124 1585 9603 323 296 622 226 159 995 8174 5588 2957 198 8267 1300 5182 318 64 4699 3026
internal_value=0 -0.0305206 -0.0170806 0.0328237 0.00582741 0.0227392 0.0350227 -0.065048 0.0519116 -0.0320704 -0.00449412 0.0316268 0.0461855 -0.0291173 0.028607 0.0295289 0.0492011 0.0251513 0.0155018 0.0753781 -0.0142114 0.0748023 0.058613 -0.0100053 -0.0212005 -0.0384424 0.0500588 0.067022 -0.0568817 0.00742085 0.0138199 -0.034103 -0.0217882 -0.0497715 0.0127427
internal_weight=0 391.508 281.812 356.625 111.466 233.344 29.1141 109.696 123.281 170.346 82.3516 147.668 98.6126 154.724 133.48 132.117 24.0484 108.069 11.0531 9.73275 52.6628 24.6683 14.6642 47.9998 83.6801 71.0436 87.5595 6.65558 77.4982 85.6766 59.8112 11.6423 4.45862 34.7448 29.6888
internal_count=78249 52339 35348 25910 11008 21656 1943 16991 4254 24340 9065 12487 3628 22504 11675 11575 1650 9925 583 552 5861 626 385 5239 11797 10707 3045 322 12701 9169 6482 1313 260 5119 3204
shrinkage=0.1


Tree=16
num_leaves=36
num_cat=0
split_feature=3 3 3 4 9 3 3 13 9 12 4 4 9 12 9 9 3 9 13 9 15 15 3 5 9 3 3 12 11 9 13 13 3 13 4
split_gain=63.0197 16.0813 5.8152 4.26334 3.00421 3.47971 1.87993 1.76305 1.57848 1.55992 1.37675 1.34607 1.26935 1.54705 1.3888 2.627 2.21816 1.26787 1.26748 1.23794 1.17523 1.94032 1.26677 1.04527 1.03277 1.00988 0.977724 0.963897 0.995435 0.925389 0.842294 0.828295 1.00202 0.81279 0.847746
threshold=-0.10574512369930743 0.36072786245495086 -0.44971390999853605 0.0032369418768212204 -0.27517043381320133 -0.94640164999873366 0.9623185645978084 0.0017500255089492392 0.094245878938400543 -0.0047108592502895725 0.45899028657004243 -0.032461803406476968 0.85628955194357415 -0.0069111923867057213 0.85615503593196896 0.79957491489261223 0.0010909521952271464 0.056896066293899671 -0.0033550456925435525 -0.1942085329469812 0.046128748264840612 0.19497056032739543 -0.98349309572949994 -0.021283108735923689 -0.5349348895414564 -0.99683212025320234 -0.993545459508823 0.0058496945033152279 8.3829893712493591e-05 0.60473157104268938 -0.0010794870504788486 -0.0073406537222608518 0.02236453210934997 -0.0054034583831962238 -0.17463999800384042
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 9 26 -3 11 -4 25 27 -7 13 -2 15 16 19 -8 -14 24 -11 22 -22 -10 -15 -1 -6 28 29 -5 -25 -17 -33 -21 -35
right_child=1 6 8 10 5 7 17 -9 23 20 -12 -13 18 14 -16 31 -18 -19 -20 33 21 -23 -24 30 -26 -27 -28 -29 -30 -31 -32 32 -34 34 -36
leaf_value=0.081325857325730444 -0.049040382422036621 -0.049628436067236027 0.020743985698416151 -0.021314065869805263 0.075313293583492841 0.011919950415689469 -0.060023662507979685 0.011056422281133994 0.032069224372262208 0.038792149485425184 0.051039661144228948 0.047939147135720554 0.055432785712508904 -0.083229180881053758 -0.052866254292031484 0.089028601877409963 -0.035221590187996997 -0.094605799216973319 -0.015578547990797895 -0.060967052008280322 -0.109317300153683 0.025689213909003986 -0.0042352403428715353 0.0076242978467798012 0.017910624774433361 -0.014662234415482395 0.052610132987781777 0.022753369810869162 0.0063350035678624243 0.049241474643756923 -0.026469011252507054 0.087311640324895856 -0.0039018276215850353 0.086318313007067757 -0.016529171460586776
leaf_weight=1.1943513826699916 24.964676764007891 69.763992027757922 45.092010134205339 32.613319712341763 31.371261900785612 12.62825480441097 22.528093660366721 25.983791881706566 5.7673825126839793 45.158360488945618 5.5673791081644586 58.154133045696653 3.8175936110783368 1.0670335801551143 13.080898843472822 2.0741471837973222 62.519568486750359 20.025326572620543 7.3582953633740527 4.1378230409463894 1.884372492553666 19.06958308944013 2.9324956070631769 11.301182867813624 18.76617261901265 13.318547615082933 47.981444446893875 15.028216077887917 36.809116567761521 1.9712860992294725 20.197039527236484 1.5599746167426909 5.2832416737219319 0.82888017781079071 24.221589269989636
leaf_count=48 3160 12225 4301 3996 1526 915 3648 2309 665 2574 392 4261 448 107 1205 235 10340 2795 806 443 89 1004 185 1199 2327 1222 3126 1746 4327 209 2141 168 563 78 3301
internal_value=0 -0.0280817 0.0313117 -0.014496 0.0386549 0.0460635 -0.0597326 0.0333347 0.00815846 0.0230393 0.00283981 0.041513 -0.0238944 -0.0261911 -0.0219195 -0.0185589 -0.0227344 -0.0762978 0.00867835 -0.00680886 0.0293036 0.0113649 -0.0453436 -0.00707024 0.0124693 -0.00676281 0.0615856 -0.000265268 -0.00511064 -0.0172925 -0.0142367 0.0336701 0.0168911 -0.0199082 -0.0131261
internal_weight=0 373.987 342.034 261.669 259.677 176.119 112.317 96.7662 82.3576 83.5577 91.9893 70.7824 169.68 158.504 133.539 120.458 111.541 42.5534 11.1759 49.0215 69.0448 23.8865 4.81687 37.2656 19.8332 14.5129 79.3527 86.4219 71.3937 34.5846 31.4982 8.91736 6.84322 29.1883 25.0505
internal_count=78084 52519 25565 33851 17259 12137 18668 7485 8306 5122 10670 5176 23181 21927 18767 17562 16596 6443 1254 6256 3852 1278 274 4005 2434 1270 4652 10278 8532 4205 3340 966 731 3822 3379
shrinkage=0.1


Tree=17
num_leaves=36
num_cat=0
split_feature=3 3 2 1 3 8 5 0 5 2 5 3 13 5 3 5 1 13 1 4 8 8 1 0 0 1 2 5 5 5 5 1 5 5 5
split_gain=53.44 12.5421 9.46666 7.71565 2.2564 2.18956 1.96538 1.87204 1.8011 1.68831 1.52824 1.52402 1.36388 1.15547 1.11291 1.084 1.70928 1.53463 0.996418 0.991885 0.946995 0.904635 0.882965 0.878408 0.777567 0.76655 0.764195 0.743586 2.17347 0.733228 0.835978 0.71463 0.71014 1.04649 0.709393
threshold=-0.057803598232567303 0.5656991032883526 0.00018425950111122805 0.010265914723277094 -0.35912303152144881 0.15683497248079398 -0.00085607554002452974 0.00015599292237311604 -0.00081780026348783608 0.037151712924242027 -0.023325977468922676 0.0024264967069029812 0.00030371423752938257 0.053194664033746668 0.98379520224989403 0.1160483092548385 0.034575330093503005 -0.0036466524068032437 0.0013283492298796775 0.048658616840839393 -0.26953222855516706 0.091022622745726603 0.29168553650379186 0.0030718006892129783 0.00081796461017802369 8.4154627984389676e-05 1.9207145669497553e-05 0.09478381515654298 0.094783311809234175 -0.010946817655127535 -0.0019637901175478391 0.020037570968270305 0.29566228998049643 0.021510262881257302 0.09478381515654298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 9 12 6 11 -1 -8 34 31 -5 19 -10 -3 17 -17 -15 23 24 -12 27 -18 -11 -4 -14 -9 28 -19 -16 -31 -6 33 -7 -2
right_child=1 14 4 5 10 32 8 26 13 18 20 -13 25 15 29 16 22 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.058888483759911216 -0.0074511676252196832 -0.053603131901586103 0.041755520533276753 -0.011731061771562561 0.029113311824414231 -0.039145279645553893 0.055357319739491234 0.049786823771094668 -0.043721710108233738 0.02399412795299332 0.025493771208333984 -0.041193555031223024 0.045591142567256153 0.034627548845442994 -0.094325899937165336 0.022682310330431728 -0.025237376008599349 0.023331455318261404 0.018136991601090478 0.050566205206629189 -0.013883493225108498 -0.056768235003580962 -0.074218191149852966 0.081835160664062642 0.016251587019314027 0.0067259662222604781 0.028576047447047555 0.022389712274881388 -0.071927712244757483 0.028293696338250646 -0.068353223673109295 0.0002016643755185892 0.043111112636871493 -0.07769037075599769 0.035780073911144114
leaf_weight=66.895149667048827 21.522387869248636 61.543132997583598 17.352340932819061 25.332109706796473 21.59535646243603 19.740584729006521 4.0286564828129476 25.928629197471309 10.650274248939239 4.330628251424061 6.9958042956423006 57.202739151834976 5.6198551288107401 11.081774339952974 13.584146368200892 6.3417751499800969 15.696036890731195 5.2683487489121088 12.957952096068764 19.143839727912564 48.093287483876338 3.6393788684508754 4.8076615451718672 6.6686385828070343 38.427732062991709 52.324924044980435 49.249900688271737 7.2530273179872884 4.3919417660217732 0.9605210819863722 13.118469758861462 14.152076428901635 0.7902313080849116 10.951131831068777 4.6084427891764781
leaf_count=1925 2169 11336 951 3726 1910 3431 758 1258 1797 330 652 10064 256 1233 2035 711 2278 696 1400 1784 5619 418 797 344 4286 5505 3276 833 493 272 1962 1843 97 1290 349
internal_value=0 -0.0291261 0.0265327 -0.0171077 0.0137121 -0.0264363 -0.0215728 0.0467196 -0.00963911 0.0177523 0.00156559 -0.0321507 0.0220161 -0.0134269 -0.0610916 -0.00790962 -0.022689 0.00463237 0.0369265 0.030926 -0.00888295 -0.0115407 -0.0367223 0.059062 0.0241855 0.0104954 0.0358915 -0.00180869 -0.019977 -0.0777515 -0.0617596 0.0176675 -0.0504886 -0.0528986 0.00017311
internal_weight=0 326.47 365.779 237.264 223.705 187.176 155.694 142.074 73.1589 50.088 90.8365 82.5348 132.869 69.1302 89.2063 58.4799 26.8455 31.6345 23.9572 74.9239 55.0891 20.5527 20.5037 10.9993 55.7801 57.9448 75.1785 16.9133 9.66029 27.6631 14.079 35.7474 31.4819 30.6917 26.1308
internal_count=78084 48819 29265 33214 22806 28622 23804 6459 10014 4592 10024 13790 12782 9256 15605 7459 3786 3673 2074 7021 6271 2440 3075 674 5237 5761 4534 2022 1189 4269 2234 3753 4818 4721 2518
shrinkage=0.1


Tree=18
num_leaves=36
num_cat=0
split_feature=3 3 0 3 8 9 14 3 9 12 9 3 3 9 9 9 0 9 8 15 9 3 0 12 9 0 14 9 3 3 9 12 15 9 8
split_gain=45.7404 11.2059 7.17818 3.5388 2.95393 2.04645 2.03217 1.74819 1.6362 1.93067 1.54991 1.80259 1.78215 1.52328 1.39108 2.07648 1.97378 1.36192 1.42037 1.18556 1.11237 1.08051 1.0513 1.0424 0.958513 0.889148 0.871034 0.830593 0.81598 0.810681 0.745866 0.746924 0.654427 0.633249 0.828499
threshold=-0.057803598232567303 0.5656991032883526 0.00015599292237311604 -0.37538511422462756 0.091022622745726603 0.85628955194357415 0.11990443912880615 -0.9878847575491817 -0.14761167783668788 0.0012562377325243078 -0.28844341138627017 -0.89131407541935903 -0.99853869071012002 0.85615503593196896 0.85615503593196896 0.79957491489261223 0.062767494469881072 0.85727771434930389 -0.090895777157816299 -0.070323435188279895 0.10033639986223868 0.89240525975765206 0.1486964896321297 -0.0035145244548115549 0.12687853163249149 0.00030185001378413295 0.056505216860192851 0.4055275363294813 -0.99778371170668823 -0.54124827682971943 -0.53355938687138649 -0.0095491350971809285 -0.081526298099445754 -0.17939891592762339 -0.14529314235731927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 10 5 14 26 -8 9 -3 12 33 -4 -5 15 16 30 18 -15 28 -13 -10 -17 -21 -22 -16 29 -26 -14 -1 -2 -32 -20 -12 -35
right_child=1 8 3 13 -6 -7 7 -9 21 -11 11 20 19 17 25 22 -18 -19 32 23 24 -23 -24 -25 27 -27 -28 -29 -30 -31 31 -33 -34 34 -36
leaf_value=0.045199468177849644 -0.062973253257225192 -0.060926959229573009 -0.13368705091294686 0.0069870634586643113 -0.034798316254325695 0.044036336646644761 0.096132430064787514 0.052099949295477455 -0.053781848526496825 -0.016718655913779201 0.029327987625730041 0.034440843729514829 0.11527554648664469 0.0026371879208532205 0.044337914095619088 0.071948722388221892 -0.025591512474141709 0.055598472516760082 -0.086233695174061986 -0.027566622008490155 -0.0084971035532117392 -0.086304636467308612 0.0077741837321655162 0.012205791225500709 0.062556294168597426 -0.058782359915892403 -0.010742944333840022 0.011978484693846186 0.026928105322764267 0.0060839159514216382 -0.035457272165869934 0.0026399161697632971 -0.034527857076205218 0.037249971546223636 0.066643005370568234
leaf_weight=34.586007346981205 1.9379996573552478 27.142471313040005 0.83611756260506709 69.54889803356491 61.307226813732996 6.9376134353224179 12.941472122445701 29.730402834597044 17.608216683525825 15.531501274090258 19.444959757907782 28.196766235982068 1.0997683240566427 6.1126819178462037 0.9271373781375577 4.2618827462429163 62.368201858174871 1.8422347109299142 4.6053567817434669 9.0085116769187135 17.84424875152763 24.330980926388293 6.3652711207978427 24.543260692909826 4.3097920125001119 8.5204522400163096 3.8174118425231418 13.165351068426389 21.15522162389243 6.257041484117507 5.5526559539721339 70.311818653106457 5.2250422448851168 19.812167003561626 18.58564218027459
leaf_count=1149 236 4401 43 8552 9615 839 301 1127 3747 2939 1198 2473 35 493 73 432 10530 182 432 946 2460 4518 712 1940 417 885 156 1045 1689 363 733 9159 532 1967 1765
internal_value=0 -0.0275345 0.0249807 0.0167958 -0.0160222 -0.00913681 0.0498484 0.0654541 -0.0586227 -0.044837 0.0248851 0.0312601 0.0112265 0.000308491 -0.0114389 -0.00910677 -0.0123378 -0.0258078 -0.0352144 0.0133977 0.0196297 -0.0726499 0.0335106 0.00152706 0.00780538 -0.0486627 0.0349375 0.0244522 0.0312939 0.0392071 -0.0017134 -0.000148485 -0.0587511 0.0440312 0.051477
internal_weight=0 313.103 352.668 265.336 228.49 167.183 87.3323 42.6719 84.6132 42.674 178.002 121.359 56.6429 87.3342 160.245 150.798 140.171 17.7853 15.9431 55.8068 63.5162 41.9392 10.6272 33.5518 35.3194 9.44759 44.6605 17.4751 22.255 40.843 77.8025 75.8645 9.8304 57.8428 38.3978
internal_count=78084 48819 29265 26169 33214 23599 3096 1428 15605 7340 15978 11325 4653 10191 22760 21802 20658 1639 1457 4610 6395 8265 1144 2886 3922 958 1668 1462 1724 1512 10128 9892 964 4930 3732
shrinkage=0.1


Tree=19
num_leaves=36
num_cat=0
split_feature=3 3 1 1 3 0 14 3 9 9 9 9 1 9 11 1 4 5 3 3 9 3 11 3 14 9 5 0 0 9 0 5 5 4 11
split_gain=40.7308 7.93082 7.89935 6.21599 2.83351 2.28886 1.67374 1.5948 1.42361 1.30856 1.27799 2.26567 1.74278 1.25244 1.52234 1.50185 1.15295 1.73647 1.14203 1.13776 0.998846 0.901378 0.781178 0.752126 0.796379 1.12465 0.790495 0.742522 0.72096 0.706374 0.667622 0.723345 0.652272 0.658789 0.652284
threshold=-0.020724614345454025 0.5656991032883526 0.0025236585643142466 0.0052659218199551114 -0.56444560666568566 0.00010293247760273518 0.18838851974188678 -0.9878847575491817 -0.14761167783668788 0.85615503593196896 0.85615503593196896 0.85628955194357415 0.27787558734416967 0.56359437369206378 0.0086331034673764549 0.10655938088893892 0.055019524879753597 0.28416115901972999 -0.993545459508823 -0.35912303152144881 -0.30382081849109793 0.89240525975765206 -0.026187451026428565 -0.99683212025320234 -0.29720525439844458 -0.30610155012286872 -0.076839542186349738 0.036498567089438445 0.05630989000201226 -0.082236849319446956 0.017958955839276317 -0.068891347944612602 0.021510262881257302 0.0058108717203140267 -0.011966960964736212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 18 6 -1 -8 -3 -2 12 -12 -6 15 22 16 -5 28 29 23 -20 -10 -15 24 -7 -26 -25 -17 -18 -4 31 -21 -28 34 -34
right_child=1 8 4 13 10 19 7 -9 21 -11 11 -13 -14 14 -16 27 17 -19 20 30 -22 -23 -24 26 25 -27 32 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.036027454623928416 0.037715316267600413 -0.043429108465644933 0.029224856404277688 -0.024991151048925769 0.0039069768289635137 0.12322632837029771 0.1035470309419297 0.052872809435954897 -0.052441996427953601 -0.035459203738322002 -0.046987299819442663 0.050053683362200632 -0.055262197779218092 0.064023259602818308 -0.04810108940349711 -0.087002977185181019 -0.033146685869923781 0.11176045200832355 -0.0026492682903030674 0.028704991832386857 0.023279737224099997 -0.083175112627060024 -0.00063204795535520982 0.061187526505149026 -0.02879612335587621 0.065649213734141065 0.019665144368333363 -0.038740086830913789 0.028586788094459359 0.075579823678870006 0.051957938572707224 -0.0040867600306714134 -0.0079814265875957323 0.0593716393383103 0.040397036209574744
leaf_weight=41.300554987741634 20.879677152028311 40.764346774434671 8.8919263638672401 55.746379195799818 86.164277370495256 1.6281844191253183 8.53592970618047 22.797718636225909 16.570315257340553 2.767806507239583 13.555542710935699 2.925119566905777 5.2832025202224022 2.055190089507966 7.0070688139530821 3.3723076727183061 4.2944708552677167 1.4977338988101108 21.66090677009197 9.9671887169097335 47.297205553171807 22.503368743608007 20.594695822393987 7.207765288592781 1.5861452140379695 6.1473210318363254 47.104989183484577 58.243794937559869 3.3812806971836835 5.2154622800881034 3.6244765035226001 20.692242724559037 4.0515508151147506 10.079971194776588 8.929107595933603
leaf_count=1566 1802 7340 700 9656 11676 47 199 903 3747 251 1405 308 792 252 881 471 541 98 2366 867 5314 4518 2554 420 55 363 3287 11071 413 472 288 1951 291 652 567
internal_value=0 -0.0302738 0.0209846 -0.0186298 0.00655459 0.0352165 0.0492496 0.0666775 -0.0565026 0.0291506 -0.00413094 -0.0297637 0.000488591 -0.0258637 -0.00736706 -0.0301988 -0.0195852 0.0132665 0.0204384 0.026794 0.015135 -0.0701419 0.0052346 0.03289 0.0596612 0.0462783 0.0296509 -0.0413816 -0.00595219 0.0463622 0.0113716 0.00657363 0.0264113 0.0401913 0.025297
internal_weight=0 259.678 384.647 179.84 190.994 193.653 72.6342 31.3336 79.838 23.6475 107.928 16.4807 91.4475 156.193 29.657 126.536 64.9199 9.17349 83.0655 121.019 68.9581 39.0737 22.6499 86.735 9.36165 7.73347 77.3734 61.6161 7.67575 14.1074 34.2839 30.6594 70.1656 23.0606 12.9807
internal_count=78084 43595 34489 27990 23033 11456 2668 1102 15605 2053 14181 1713 12468 25937 3687 22250 10708 1052 8852 8788 7680 8265 2806 5682 465 418 5217 11542 954 1172 3106 2818 4797 1510 858
shrinkage=0.1


Tree=20
num_leaves=36
num_cat=0
split_feature=3 3 1 1 3 3 9 3 1 9 3 5 9 5 7 5 3 9 3 12 9 3 7 5 9 9 9 9 9 9 5 0 3 5 3
split_gain=35.7676 8.83507 5.42754 5.35631 1.955 1.76039 2.40562 1.85955 1.16113 1.144 1.14284 1.13751 1.52332 1.09453 1.0034 1.64255 1.0108 1.16455 1.22484 0.996624 0.891797 0.850343 0.84038 0.83104 1.06541 0.813737 2.11945 1.34353 3.86311 0.911473 0.79387 0.773273 0.751776 1.1755 0.728055
threshold=-0.057803598232567303 0.37668413446226628 0.0025236585643142466 0.0052659218199551114 -0.9808580443059326 -0.96215867717546633 -0.30382780135832849 -0.99635488069111477 0.41958887875080114 0.85615503593196896 0.9623185645978084 0.09478381515654298 0.60473157104268938 0.094783311809234175 -0.13783038656906718 -0.028739982144036672 -0.37538511422462756 0.40466098322526595 -0.82386528217466537 -0.0079056535297217043 0.11726710082535226 -0.84695394560003467 -0.035409391346151002 -0.076839542186349738 -0.074795314339229188 -0.53355871336626615 -0.53355938687138649 -0.19525733689919511 -0.1942085329469812 -0.16963336220565836 -0.26860450886790022 8.2119218859588741e-05 -0.56444560666568566 0.094783311809234175 0.042371239891508601
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 23 6 7 -1 11 -2 -3 13 -13 25 15 -7 17 21 -19 -14 -12 -17 34 -4 -25 26 -5 30 -29 -30 -27 -8 -6 -34 -21
right_child=1 10 4 8 32 14 31 -9 -10 -11 20 12 19 -15 -16 16 -18 18 -20 22 -22 -23 -24 24 -26 27 -28 28 29 -31 -32 -33 33 -35 -36
leaf_value=0.057423901358970186 0.028013138689446267 -0.042877177564848462 0.086565409369614044 -0.042291407022801625 0.012616419520397019 0.04529497304131333 0.070913826994239024 -0.015436246039840241 -0.044956367244155915 -0.02384702906757756 -0.052063840710764434 -0.016806231926788102 -0.015284196236429896 -0.065364622915369694 0.032294216871009612 -0.047327293994645567 -0.041632189161986681 0.085045999128654334 -0.018523133640401732 0.069489529120713739 -0.084967705781769168 0.016306683493525789 0.070123077139998435 0.010825055073569635 0.056638947947590605 0.0064189751793051787 0.053704680644165961 0.064001914263280585 -0.05545572778499 -0.019947110996253233 -0.053692137674348786 0.046491857734481723 0.0050420652330466099 -0.023213983608155433 -0.033679163126687638
leaf_weight=5.5902869519777587 31.217317972332239 56.893232264439575 2.7472402197308865 4.4973905708175153 55.804940946225543 9.0920382277690823 23.081883122911677 9.3812761813751404 18.757654720131541 4.9246483256574711 19.276896786497673 29.43176618652069 4.0357826929539433 6.0409614362288258 79.616403815263766 3.9993604432675074 5.6968166453298172 3.1319874431937933 1.7970608454197634 1.0659616838674986 14.382904992264228 4.4217624510056339 5.1173002608120433 13.408333423431037 8.1682643576495995 2.4924450979742714 4.7071574596920964 5.3399650191422543 8.2884319274453429 56.554029902297771 18.537873653927818 29.579787587717874 53.219126991694793 20.354088632389903 1.9090227792039511
leaf_count=155 2864 12000 302 883 6576 645 714 380 3399 445 3749 4118 417 757 5122 317 608 142 117 139 2687 374 596 1161 807 525 901 967 1225 10029 3016 1918 7585 2309 206
internal_value=0 -0.0255447 0.0224724 -0.0139539 0.00875393 0.0344945 0.0471403 0.0117693 -0.0215172 0.0209468 -0.0515182 -0.0185469 -0.00451641 -0.0240242 0.0265574 0.0103257 -0.00636687 0.00868162 0.0472862 0.0253079 -0.0661237 -0.0139144 0.045552 0.0347644 0.0281688 -0.0215372 0.00680049 -0.0243968 -0.0177532 -0.024486 -0.046568 0.0571961 0.00386382 -0.00277499 0.00328704
internal_weight=0 293.471 329.091 202.918 153.702 175.389 67.6332 14.9716 166.776 36.142 90.553 148.018 41.5598 106.458 107.755 28.139 19.047 13.3502 4.92905 12.1281 33.6598 8.42112 8.09228 24.3238 21.5766 100.417 9.20455 91.2127 70.1824 64.8425 21.0303 52.6617 129.378 73.5732 2.97498
internal_count=78155 48923 29232 30487 18740 10492 3167 535 27178 3309 18436 23779 5476 18303 7325 2203 1558 950 259 1358 6436 691 941 2270 1968 17546 1784 15762 12221 11254 3541 2632 16470 9894 345
shrinkage=0.1


Tree=21
num_leaves=36
num_cat=0
split_feature=2 2 1 2 1 6 4 12 4 4 8 6 12 7 4 4 0 4 2 6 12 4 6 0 0 12 0 6 6 4 6 4 1 4 6
split_gain=30.4673 10.9007 4.95713 3.79853 1.97031 1.80778 1.50975 1.34836 1.21259 1.85834 1.14567 1.14204 0.971393 0.880557 0.877048 0.949109 0.782928 0.767641 0.754728 0.729942 0.793354 0.716731 0.703021 0.866819 0.690985 0.698823 0.656926 0.620299 0.910661 0.713456 1.06532 0.608027 0.598933 0.597731 0.563131
threshold=0.0023275704588741068 0.39468328654766088 0.0044716377742588529 1.9207145669497553e-05 0.2423197999596596 -0.2356508642017402 0.092701287940144553 -0.0012502475302131576 0.0022543214727193121 -8.3373971392575172e-05 -0.10717673809863389 -0.2534490436491571 0.020569032938275271 -0.10080069724439243 0.035944207105785615 -0.018558783456683155 0.010848490986973049 0.00014875047781970355 0.00016581505042267966 -0.88830675985871721 -0.0075726410773302453 0.026144783012568954 -0.17853647479802046 0.040205910801887519 0.0037324287695810203 0.00054646624053274618 0.035757951438426978 -0.63299724436223526 0.14343656551566347 0.0061201201751828202 0.96342633471239947 -0.056450530886650079 0.024912109598517421 -0.032461803406476968 -1.1490461495693844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 27 6 24 10 14 9 -3 34 -6 18 -13 15 33 -7 -11 -9 20 -12 -17 23 -8 -2 -26 -20 31 -29 -30 -31 -1 -28 -5 -4
right_child=1 8 4 7 11 16 22 12 -10 17 19 13 -14 -15 -16 21 -18 -19 26 -21 -22 -23 -24 -25 25 -27 32 28 29 30 -32 -33 -34 -35 -36
leaf_value=0.083882012313360205 0.02161913049877047 -0.035362882069469519 -0.067410533848789408 0.013102425497951277 -0.056749871245031572 -0.0039728965772450253 -0.0045112361937897812 0.035612947483003352 -0.019241118738709432 -0.075738035414453883 -0.10842395214245931 -0.045980293351360488 0.061575673125980945 -0.0087234517097607885 0.033215378722353549 -0.0037022057785304368 0.032977752145313614 -0.046203249108126454 0.014478853669598293 -0.015707120556816705 -0.029345460494484461 -0.081582502572861357 -0.003647600704186084 0.054309306911129007 0.03010927588919407 0.077719676328605547 0.087633326974117617 0.07358549799917001 0.057726808290668521 -0.0081002490512187379 0.06919931158095502 0.017646996474286684 0.027945631701620056 0.067275271895539571 0.0045008231380221989
leaf_weight=1.7004272812046108 11.393942317401526 34.267490657701273 1.1224888284050383 7.0233281171094859 14.418395756612879 27.733659154066117 3.9313493767404015 45.445293757133186 12.708011094931861 29.067635280836839 1.7084275214583611 9.8686027126095741 8.1979964823112805 17.760639843007084 11.550272265332749 28.906581116898455 7.2289340524002901 12.621190077945355 52.788760418261518 130.88209074540646 4.9287636876106253 1.2320483502699051 10.152059583459048 6.9071115336555522 5.7290250264340994 6.674798384134192 2.337381888937669 20.646702499710955 13.974702131061351 4.9300626515178001 2.7929026092169806 7.4940345518989471 5.9880683203518856 2.8686966868408472 36.463060285503161
leaf_count=65 1023 8104 115 687 2489 2989 458 2692 3325 4832 118 1668 466 3393 1154 2647 704 2530 4650 21672 725 118 1454 708 504 460 194 806 577 232 107 361 700 267 5161
internal_value=0 -0.0170631 -0.00787459 0.029719 -0.014293 0.018138 -0.0100811 0.0223692 -0.0478319 -0.0526153 -0.013119 -0.0339362 0.0284054 -0.0220308 0.00893993 0.0019356 0.00366709 -0.0667965 0.0258535 -0.0173478 -0.0497004 -0.0068859 0.0152619 0.0329738 0.0393981 0.0557296 0.0185962 0.0534399 0.0585519 0.0442466 0.0198541 0.0298965 0.044703 0.0288126 0.0023532
internal_weight=0 385.568 296.903 217.877 238.143 58.7604 196.095 166.338 88.6643 75.9563 175.105 42.0476 114.758 27.6292 51.5809 40.0307 34.9626 41.6888 106.56 137.519 6.63719 30.1386 20.9905 10.8385 23.7978 12.4038 61.1142 51.5388 42.3444 21.6977 7.72297 9.19446 8.32545 9.89202 37.5855
internal_count=78155 62432 43641 15723 37961 5680 30411 13575 18791 15466 27791 7550 8702 5061 4873 3719 3693 7362 8236 22515 843 2765 2620 1166 1987 964 5544 2148 1722 916 339 426 894 954 5276
shrinkage=0.1


Tree=22
num_leaves=36
num_cat=0
split_feature=3 3 2 1 9 12 9 12 0 1 9 7 1 9 3 9 3 0 1 0 2 0 3 15 7 3 12 12 2 12 7 3 3 2 3
split_gain=28.4075 6.82242 6.01793 4.15867 2.38434 1.53066 1.37658 1.40827 1.35581 1.24939 1.28988 1.89753 1.21048 1.174 1.03293 1.00381 0.922309 0.908065 0.822255 0.808028 0.791946 0.770445 0.758114 0.751893 0.704763 0.702508 0.686638 0.663606 0.835362 0.663545 0.874255 0.605091 0.571938 0.630367 0.678766
threshold=-0.057803598232567303 0.5656991032883526 0.00016581505042267966 0.0016649128519929948 0.080848219251022521 -0.004221380907805829 -0.14761167783668788 0.0052446791414183539 0.0026794450823217635 0.037148462608456619 0.67151711548697357 -0.043772065547638919 0.00064300670055672537 0.85615503593196896 -0.64351534539309785 0.85628955194357415 -0.9878847575491817 0.032776623964309699 0.48197899758815771 0.016603574156761173 3.5356377338757745e-05 0.01756181009113789 0.082104158587753787 1.0880485474814592 0.08884688716896956 0.89240525975765206 -0.01225613179179153 0.012280398446905864 1.9207145669497553e-05 0.0023830635297496009 0.098600365044414925 -0.94640164999873366 0.024151815101504329 0.16463249921798709 0.20806669164448979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 -1 7 26 -2 19 17 32 16 -14 -15 -16 -4 -11 -19 22 -6 24 -5 27 -18 -8 -3 28 31 30 -10 -7 -12 -34 -35
right_child=1 6 12 9 20 23 25 -9 29 10 11 -13 13 14 15 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 34 -36
leaf_value=-0.012383793399517132 0.0058065189368926417 -0.079600422288080314 0.064629305460343789 -0.015065520970076749 0.067801422823608279 0.032062753152758409 -0.048601418191414551 0.0013690196259175367 0.0034897285748732259 -0.060299758594031416 0.0060414169743332529 0.019346750855275222 0.009433131551006271 0.017215600047241646 -0.036865131631966357 0.038572953429867579 0.0047159905707910678 -0.023282384423297674 -0.052021151839517492 0.0033756889515071786 0.04158482974956404 0.079658631609851552 -0.075792237447490557 -0.023706039839086049 0.031793243220851246 -0.077879380502334006 -0.039895778010920063 0.055552179833628285 0.015619033457930484 0.089055941714037329 0.086973974567855841 0.068000774811177514 -0.081453769100443343 0.058982818822184015 -0.04528988242463259
leaf_weight=8.6910445819958095 12.583012438262815 5.3008422119601191 4.9909548468131097 21.974461166595578 25.967993217287585 15.437121925817339 14.506312032972344 7.5571146643196689 3.4202511750045215 8.8551796449464728 2.225761243549643 14.203711374371776 125.31640861758206 7.1727957706316401 15.042809953680264 1.9981982745812263 22.941942046891199 81.644767420671997 11.338236022143972 32.506220843148185 20.713171189956483 2.001400554785504 2.2679430076968847 2.2830163096077731 16.544378119855537 18.837949919077801 24.425006967794616 12.143680406676138 22.507537048048107 3.7053390492219478 1.9808619235409421 6.7264544325880697 3.6251737860729918 0.79700297070667181 2.8806135619524866
leaf_count=623 1190 846 302 2946 1236 622 3767 1611 295 1417 308 1870 17146 623 1587 216 1843 16250 2475 4796 1459 153 368 103 1214 4535 4919 483 1380 233 131 242 383 148 435
internal_value=0 -0.0235923 0.0205589 -0.0143186 0.0387768 0.0268004 -0.0503796 -0.0371767 0.0270761 -0.0192431 -0.0248082 -0.00381316 0.00991953 0.00553822 -0.0146195 -0.0280194 0.024015 -0.0297008 -0.0267868 -0.00692912 0.0561687 0.0191291 -0.0207467 0.0325629 0.0160611 -0.0651421 -0.0469761 0.0348239 0.029189 0.0564656 0.0341076 0.0429696 -0.0383364 -0.051862 -0.0226922
internal_weight=0 274.636 310.479 204.009 114.47 67.7889 70.6272 37.283 21.6895 182.319 125.57 23.7323 196.009 149.53 24.2138 17.041 46.4787 101.838 92.983 56.7486 46.6812 41.4877 24.2424 59.0978 39.4863 33.3443 29.7258 56.8148 44.6711 9.10645 5.40111 22.1636 9.52855 7.30279 3.67762
internal_count=78155 48923 29232 33245 6148 3453 15678 7376 1849 31396 23286 3144 23084 19572 2426 1803 3512 20142 18725 8110 2695 3210 3314 2830 3057 8302 5765 2727 2244 659 426 864 1274 966 583
shrinkage=0.1


Tree=23
num_leaves=36
num_cat=0
split_feature=2 2 4 2 14 13 6 9 9 13 14 9 9 9 9 9 11 9 11 13 4 4 4 11 6 4 4 9 2 4 4 14 4 2 9
split_gain=24.6839 8.57053 3.37008 2.8712 1.97882 1.68136 1.31773 1.13548 1.08437 1.08144 1.0686 0.88928 1.24364 1.08768 4.50839 1.19397 1.216 0.883978 1.17768 0.880037 0.858664 1.63301 0.85498 0.787473 0.77983 0.736392 0.731609 0.71401 0.657294 0.632815 1.00998 0.971033 0.83182 0.748894 0.68996
threshold=0.0023275704588741068 0.4354980885982514 0.011779127642512323 4.9533649871591485e-05 0.18838851974188678 0.0029039019367662297 0.11235399964643607 -0.11415207412895338 -0.52040056262339207 -0.0028996370326675341 -0.48196823384579152 -0.53355871336626615 -0.53355938687138649 -0.19427050984044572 -0.1942085329469812 -0.17451210296593406 -0.019353005714232527 0.28223923798316503 0.012806352498210731 -0.010023535896453063 -0.00015654321759939191 0.00080475315917283307 0.00073716038605198275 0.0038144285582811959 -0.38099718067214688 0.25751005485653883 -0.042946577072143548 -0.064891792981428401 0.00025309383636340504 -0.0096477519255131466 -0.00017543230205774305 -0.10277744762079945 -0.0017230985686182974 1.5371959307231012e-05 -0.30610155012286872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 17 8 25 23 10 -3 -5 12 -2 26 -15 -16 27 18 19 -1 -11 -22 -12 -6 -10 -4 -13 -17 -26 -21 31 33 -33 -31 -32
right_child=1 9 6 5 7 -7 -8 -9 24 20 22 13 -14 14 15 16 -18 -19 -20 29 21 -23 -24 -25 28 -27 -28 -29 -30 30 34 32 -34 -35 -36
leaf_value=0.067420527301563005 -0.034570020376870389 -0.022472683264164739 0.01172213891542593 0.031049763370518298 0.055464783733980075 -0.0033794363069138914 -0.0096419080666921633 0.079766116050779476 0.04531991005030292 -0.035166051923501383 0.0034690101013291324 0.021414466718058703 0.021875214198621332 0.037579185301849671 -0.053559566441038479 -0.044636036707950535 -0.019501602574076363 0.099884764383903896 -0.059546140701258687 0.0061936012779715806 -0.073213827186734762 -0.028606169670450654 -0.05535060006543488 -0.010552053651633919 0.035689282947767902 0.039575460019765987 -0.0378827621800868 0.029630476515206311 0.014746175492151001 0.1063792246357302 -0.006672427093218157 0.058568866396949373 -0.048161769816329858 0.035204801949116668 0.033974839748920425
leaf_weight=5.939145488315261 5.4679798839497389 16.153815810728702 45.442732113180682 7.605612734565514 5.9287358352448809 27.449691872650874 25.865703108545858 17.694898995978292 22.314022982071037 20.869957527916995 6.7650220822542888 2.2376448086724876 13.641460839891806 15.558502628467975 9.4407427108380926 1.5443223164766084 116.46319974451035 1.8104195003252233 1.4659757111221541 11.356591772957467 28.163953283859883 11.581482682318891 3.8934922574553639 2.5989265670068562 25.749289433035301 11.998067077831363 29.666474889716483 8.0040509327372984 35.849708752764855 4.3316307771019638 6.1837023785337797 1.7239545916672798 1.2667912393808345 2.2442808630876243 12.862096324155582
leaf_count=308 1102 4068 6164 547 223 2860 4085 858 2073 5484 488 389 2089 2063 1499 197 19396 94 74 602 5212 3110 297 120 1907 1138 5481 955 3864 118 257 95 75 106 757
internal_value=0 -0.0158039 -0.00782384 0.0276193 0.0431346 0.0185937 0.00910037 0.0653203 0.0244967 -0.0454639 0.0024153 -0.0148027 0.00572396 -0.0169471 -0.0134027 -0.0192587 -0.0166888 0.0313064 0.0286856 0.0315031 -0.051591 -0.0602155 -0.0180174 0.0353452 0.0293028 0.0175401 -0.0337239 0.0176189 0.0235007 0.026166 0.0340932 0.0606026 0.0133609 0.0820882 0.0207777
internal_weight=0 362.1 285.331 205.034 75.4072 129.627 83.3065 26.2226 102.177 76.7692 18.2641 202.024 19.1094 182.915 151.011 135.452 126.012 49.1846 47.3742 45.9082 60.6154 39.7454 10.6585 8.52766 83.913 57.4408 31.9041 9.54837 61.599 39.969 28.6125 9.56666 2.99075 6.57591 19.0458
internal_count=78155 62432 44558 15723 3687 12036 11387 1201 9176 17874 1332 33171 3191 29980 24110 22047 20548 2486 2392 2318 13806 8322 785 343 7844 7302 5870 1152 5771 2010 1408 394 170 224 1014
shrinkage=0.1


Tree=24
num_leaves=36
num_cat=0
split_feature=3 3 2 1 1 3 9 15 9 10 10 2 10 14 15 2 9 3 9 9 9 1 9 7 14 15 15 3 14 14 9 10 9 3 15
split_gain=23.0805 7.16277 3.55829 2.90515 1.77691 1.68131 1.66979 1.3064 1.14786 1.07793 1.06661 1.22249 1.69069 0.981967 0.939941 0.902267 0.878829 0.803796 0.786559 2.25096 1.35792 1.04738 0.772191 0.862991 0.754135 0.752513 0.664741 0.649672 0.600948 0.764836 0.587286 1.0274 0.704113 0.593827 0.836769
threshold=-0.19510078825987873 0.082104158587753787 4.9533649871591485e-05 0.18136364966630938 0.0010309792705811562 0.90185549785383057 -0.10097179351456757 -0.7118953763386352 -0.31764888558264248 0.011232844138363661 0.011232844138363661 0.0014426074922084811 -0.10248403898390811 0.13649341813303814 1.0880485474814592 0.10160544514656068 -0.3049377148352832 -0.89131407541935903 0.85628955194357415 0.85615503593196896 0.79957491489261223 0.028621735051274303 0.094245878938400543 0.043996827859853718 -0.50606414932021015 -1.0000000180025095e-35 0.32829358294703276 -0.2430269047617912 0.22690447505349276 0.92264331158787183 0.79957491489261223 0.0044908049362756839 -0.21673498261411803 0.37668413446226628 0.76125491875566043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 7 30 14 -2 -7 22 11 16 -13 26 -1 -5 24 -18 19 20 21 -6 -9 -24 -4 27 -8 -12 -14 -30 32 -32 -3 34 -33
right_child=1 5 10 15 18 8 13 9 -10 -11 25 12 28 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 31 33 -34 -35 -36
leaf_value=0.033076675548168274 -0.069682423286506728 -0.018343054480908238 0.024608422215720942 -0.044776329504453871 0.0049835492232898088 -0.015307744680755154 0.023050511831085564 0.031595984396202696 -0.062129934179206842 0.063763539353346124 0.016649584909399055 0.029235030437652992 -0.0004877070401241697 0.074957764531817156 -0.041958817211195903 0.0051354474420708743 0.034373632253766211 0.013437630771800799 0.036381535860399328 -0.047727491109829753 0.052802886398865434 -0.013916836790161331 -0.03965940073341552 0.02321337568093014 -0.016673745948099075 0.075485191228139806 0.093190685873821857 0.082504755351302944 -0.036160177582292841 0.031896564374003844 0.053484967563384014 0.0015131186925750571 -0.040576771883901727 -0.048695521995601593 -0.10856502715072841
leaf_weight=41.163872321034432 1.4899369920603955 21.304625134333037 7.6420275291893658 22.088549736319695 56.217218381265411 6.2786758772272142 7.7772171261749481 12.853881705610553 31.523606789603946 6.0474389099108512 9.6491280125046597 16.887378935440211 31.808924740646034 18.370940869965125 1.7399921899195749 4.3321803349681423 42.029286887685885 32.533198142555193 4.3155106303165658 12.318788815056903 4.2289187191636293 61.281006399920443 4.1925216851523128 4.5550530333421193 10.512174936418885 4.4153868953580959 1.6353129411581901 1.7733112192363467 11.063987724715842 1.9409928107634176 2.0819159516395329 9.0126678237575071 42.975598282049759 5.2241475107148281 0.7478652657009669
leaf_count=1870 117 4800 491 4210 7876 1544 504 1072 7384 436 1140 2257 4646 891 80 892 3849 3059 467 1477 457 10992 477 449 800 487 99 181 1638 248 342 1263 10608 1060 70
internal_value=0 -0.0176306 0.0235416 -0.00577418 -0.000913057 -0.0369274 0.0424017 0.0215307 -0.0543531 0.026446 0.0157112 0.0131764 0.0022694 0.0615009 0.0300336 -0.0365923 0.0204348 0.0252388 -0.0056397 -0.00699255 -0.00287017 -0.00487392 0.0159988 -0.00692017 0.000704019 0.0404258 0.0352365 0.0268735 -0.00789215 -0.0260027 -0.0288296 -0.0123397 -0.0332078 -0.0214851 -0.00692122
internal_weight=0 313.07 240.943 193.921 167.5 119.149 70.6873 29.1388 37.8023 27.6489 170.256 154.418 61.7013 27.7835 42.9039 26.4207 92.7167 74.5625 138.361 134.046 121.727 117.498 21.6015 8.74757 18.1542 15.8378 9.41253 11.4224 44.8139 13.005 81.3468 17.0666 64.2802 14.9847 9.76053
internal_count=78233 55993 22240 28922 23820 27071 3444 2551 8928 2434 18796 16988 8789 1494 1950 5102 8199 6908 21269 20802 19325 18868 1998 926 1291 1808 603 1321 6532 1886 18143 2735 15408 2393 1333
shrinkage=0.1


Tree=25
num_leaves=36
num_cat=0
split_feature=1 1 1 6 10 12 10 1 7 9 9 7 6 4 9 4 6 7 4 9 9 6 9 1 1 6 7 4 4 14 4 14 6 14 4
split_gain=19.0178 3.78325 2.16372 1.64803 1.57022 1.26407 1.07469 0.827519 0.820791 0.856537 0.814659 0.81433 0.723599 0.704806 0.623968 1.21998 0.732404 0.752399 0.618638 0.568163 0.558494 0.542333 0.533032 0.701321 0.56478 0.53274 0.573267 0.496485 1.41753 0.948013 0.61461 0.831851 0.845249 0.599332 1.16293
threshold=0.011210088618099691 0.43729923665523535 0.00010008605022449048 -0.22412236497779334 -0.094577265992780282 -0.0060958577305428507 -0.073339056407415656 0.13769111782312396 -0.076826988504620816 0.056896066293899671 0.022315210315096843 -0.27329887730838548 -0.21228717295301347 0.0022543214727193121 -0.10822498270987692 -0.0033588708611205216 -1.1490461495693844 -0.20273771691083528 -0.30489003658294672 -0.03335355158714963 -0.26342477775674261 0.15157363266317561 0.56359437369206378 0.45469081401824957 0.94596225023269664 -0.55560698943406661 -0.18713706775450509 -0.00036858441308140749 -0.00060123240109533061 0.92264331158787183 8.9418987045064582e-05 -0.50606414932021015 0.47330435172621593 0.214120187945577 0.044099768623709686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 14 20 10 11 8 9 -7 19 -1 -9 22 15 25 -16 -18 -6 -2 -5 -8 -3 -24 -25 -4 -27 28 -20 30 31 -29 -33 -32 -35
right_child=1 13 3 4 18 7 21 12 -10 -11 -12 -13 -14 -15 16 -17 17 -19 27 -21 -22 -23 23 24 -26 26 -28 29 -30 -31 33 32 -34 34 -36
leaf_value=0.073519227031873607 -0.034466394602306001 -0.052362171368739489 -0.031803708337276991 -0.04238290053680191 -0.090084280586931575 0.016253277681752259 0.0568622703764484 -0.031584228316876725 -0.010128926799498247 -0.0094042609304116811 -0.010706327870777249 0.013368903175690859 -0.0089557035874546827 -0.0025424291877419402 0.08390246204467966 0.031693120587261731 0.0035242195968553818 0.041778261715098221 0.0060996300001190593 -0.11695067014899724 0.031055309641154296 0.033564253482103568 -0.13565844312129255 -0.022684277611234687 0.091641670543634118 -0.050079337861764744 0.030115061093478425 -0.092068725570749299 0.091311698971803773 0.076928658820563323 0.004662338885045348 0.014030559152079562 -0.082063677547822372 -0.046775072775458455 0.02456542276422358
leaf_weight=2.5206274420488652 28.321098111904579 34.002655659103766 5.331210786534939 1.0758018509950513 0.73493611440062423 31.138793993275613 22.828385545682977 24.295442130518495 89.384722532951855 22.349982904910576 20.02288428445172 21.020562126446748 33.77877533796709 3.9097480736818389 3.1326481652795328 22.260957840248011 6.6693852807511602 22.44406314396474 33.031566129095154 0.86045698873931442 27.681777999954647 17.768124464375433 0.52015342353843053 6.8702524839754915 0.46110679989214975 1.1339020434534175 4.1678677029776718 1.8554642065428195 2.0748477714369065 1.390681076562031 30.742723688395927 3.2959067965857676 1.2673221668810581 6.9101616347907093 3.4138161625014618
leaf_count=126 4924 8046 433 165 71 4751 1242 4939 16607 3870 3436 946 7505 1085 203 1957 754 2379 3303 105 2759 1081 36 1462 111 121 369 178 134 147 3398 349 137 764 340
internal_value=0 -0.0167108 0.021053 0.0153956 0.00811782 -0.0118745 0.0368081 -0.00835697 -0.00426565 0.00553242 -0.0262401 0.0198094 -0.0184224 -0.0431464 0.0280736 0.0183832 0.0379586 0.0330149 0.00126419 -0.0368986 0.028308 0.0466653 -0.0469393 -0.0234545 -0.0154937 -0.00948198 0.0129637 0.00206359 0.0111358 -0.00445275 -0.00683613 -0.0356128 -0.0126572 -0.00233835 -0.023185
internal_weight=0 295.916 242.753 178.615 113.475 250.152 64.1377 200.948 142.873 53.4888 49.2044 23.5412 58.0742 45.7639 65.14 32.8939 32.2461 29.1134 84.7174 29.1816 28.7576 40.5965 41.8542 7.85151 7.33136 10.633 5.30177 83.9825 35.1064 48.8761 47.4854 6.41869 4.56323 41.0667 10.324
internal_count=78233 56877 21356 17961 11745 46137 3395 37672 25228 8621 8465 1072 12444 10740 6216 2880 3336 3133 8821 5029 2924 2323 9655 1609 1573 923 490 8750 3437 5313 5166 664 486 4502 1104
shrinkage=0.1


Tree=26
num_leaves=36
num_cat=0
split_feature=8 0 4 4 4 9 13 8 10 10 6 9 12 0 6 13 9 6 12 10 4 4 4 10 13 12 4 4 4 8 0 13 13 13 12
split_gain=15.9521 4.21979 2.68546 1.75682 1.36946 1.31722 1.29476 1.20215 1.18488 1.11572 1.43739 0.87662 0.874948 0.864224 0.962341 0.825002 0.785658 0.708817 0.688017 0.670196 0.658256 0.634705 0.610549 0.613443 0.760647 0.588442 0.564085 0.906089 0.561968 0.558996 0.536344 0.533302 0.508316 0.488729 0.495957
threshold=0.014749822802561227 0.00026038011128548538 0.0047553477343171844 -0.00015654321759939191 0.00023861730733187872 -0.52040056262339207 -0.0034344278520928883 -0.11651530761541494 0.34582104212711046 0.53465890056869025 -0.5930487737090685 -0.53355871336626615 -0.0030343509355579197 0.0078908456489443796 0.057103681157136738 0.0016991067557002722 0.85628955194357415 0.16411284891551273 0.0016965405587278069 -0.073339056407415656 -0.021173494402319189 -0.10144994075699286 0.0034157133195549254 -0.19654991179956058 -0.00069823447890408517 0.0016216039670980252 1.9577375496737662e-05 0.030850801616907123 -0.00040882133180275554 0.0030984161649688707 0.00010293247760273518 -0.0056417560951675808 0.00056962666796934872 -0.0022985544772426247 0.013985460119141783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 6 20 -5 9 11 -3 -11 -2 -12 14 -9 -16 22 -7 -10 -8 -1 -13 -15 29 31 32 28 -28 -22 -24 -4 -25 -6 -19 -35
right_child=2 7 30 4 25 17 19 13 18 10 12 21 -14 16 15 -17 -18 33 -20 -21 26 -23 23 24 -26 -27 27 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=-0.043266484515144137 0.032288367911032491 0.010813891611089791 0.077216810653172027 -0.017269583194780041 -0.020343684815207964 0.049139791500659682 -0.044699748798581448 0.027798091584968182 -0.071955036122437296 0.09031808832124015 -0.033907347590601489 0.030069437196904705 0.04255500995001682 -0.012763523345346084 0.013844716981673541 -0.026136925062523027 0.040750655069181463 0.041009560937382838 -0.0050987339480142758 -0.072594151544543017 0.018415910926627723 -0.020444957207319502 0.015792620516546233 0.0070308791178473303 0.0090686716294693884 -0.0033578511590752432 -0.037288113133168883 0.038242652814271805 0.086999869545206165 0.087620400251912811 -0.0034330775564263959 -0.037806045251820027 -0.058724064553573235 0.0069883918407084916 0.058953616477765147
leaf_weight=2.2765809483826152 3.7088646323536514 121.66438219376869 0.84269369125831772 8.1649805278575496 8.5147197335027176 34.071494394142064 14.391799339166026 20.692999224600499 6.1805403217877011 4.1748527452000417 2.3331137174973264 2.6148947948386185 4.173654464480931 58.873029505324666 12.658311735576719 8.7137197867559717 3.6851766026520627 14.070849447336515 2.0497643363487441 21.451900597225176 4.3128191237337887 51.005896892980672 8.8029279532202036 3.9224688294780199 18.130767368915258 9.0828693988150899 3.7352892844937742 2.7631882891291752 1.6524869361892323 1.235562417510663 38.372590689657954 8.195292699980202 5.8022488370188503 12.222640827094436 2.1613930044695726
leaf_count=90 827 14912 55 1708 1994 1822 2945 2071 895 234 163 578 414 10923 1333 1044 504 807 424 3991 185 12126 1335 683 2922 1984 174 83 47 171 7288 1418 1169 790 124
internal_value=0 0.0124036 -0.0246964 -0.0314785 -0.0428143 0.0330702 -0.0532076 0.00664423 -0.0198231 0.0135345 0.0445218 -0.0147294 0.0151381 0.000351414 0.0124266 -0.00245644 -0.00458751 0.0394097 -0.0553044 -0.0613941 0.006179 -0.0179816 -0.00627245 0.00321321 -0.00389544 -0.0232673 0.0152105 -0.00517202 0.0374148 0.0246334 -0.0017 -0.0232925 -0.0358981 0.027759 0.0147969
internal_weight=0 354.523 172.184 132.968 67.4085 77.2667 44.0087 277.256 65.56 132.346 10.6816 57.3297 6.50677 144.91 42.065 21.372 102.845 62.5264 8.2303 35.8437 14.7404 53.6208 99.16 40.287 30.2485 23.3998 12.4638 6.49848 5.96531 10.0385 39.2153 12.1178 14.317 28.4549 14.384
internal_count=78233 42249 35984 28641 13791 4122 8644 38127 14850 15723 811 13531 577 22404 4448 2377 17956 3543 1319 6936 579 12704 17452 6529 5023 5147 489 257 232 1506 7343 2101 3163 1721 914
shrinkage=0.1


Tree=27
num_leaves=36
num_cat=0
split_feature=2 2 2 9 4 8 9 14 9 9 2 2 0 4 8 0 9 9 0 9 9 4 14 8 12 9 2 9 9 9 14 2 0 8 2
split_gain=16.4631 6.06772 2.54737 1.5525 1.55105 1.39391 1.29313 1.25892 1.19743 1.11087 0.944449 0.855241 0.84659 0.830148 0.823066 0.799429 0.747658 1.02655 1.00392 0.735642 2.40104 0.690774 0.657766 0.65598 0.652957 0.789518 0.646189 0.633095 0.621189 0.597954 0.570911 0.566191 0.565234 0.563741 0.556983
threshold=0.00335650471970439 0.39468328654766088 1.9207145669497553e-05 -0.52040056262339207 0.011779127642512323 0.20559937588197183 0.85628955194357415 0.2331612893464185 0.85615503593196896 0.79957491489261223 0.98388493061065685 0.00025309383636340504 0.021810309961438182 -9.8760712717194097e-05 -0.58104670012262116 0.098509695380926146 -0.53355871336626615 -0.53355938687138649 0.0024839543038979177 -0.19525733689919511 -0.1942085329469812 0.45899028657004243 1.0885777833845338 0.034455224808915656 0.0017550684386712638 -0.25235395078979739 0.011373485904186966 -0.16666993976016076 -0.31360628929512752 0.24724278975213945 0.059788616348390035 0.013843744061887266 0.0452448707073927 -0.1235629324474367 0.0096924444660544413
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 14 5 6 8 -1 9 16 24 29 -13 -10 -4 -11 17 -2 -18 -20 31 22 -6 -17 -3 -26 -22 -14 -12 -5 -7 -21 -19 -9 -8
right_child=1 10 3 11 21 30 34 33 13 15 28 12 27 -15 -16 23 18 32 19 20 26 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.032435004481426513 -0.033760672531579973 -0.040986085041521673 -0.083430153761453588 0.026790637646643356 0.0021008175708130817 -0.025684773589874269 -0.076099617101898928 0.048173207874114984 -0.0090636213179958233 0.065893653125650056 -0.019501527113335866 0.0077433581951260383 0.010802860133195695 -0.051768781695910177 -0.00017780961358316007 0.026289227200862322 0.02154159668703845 0.0094364123155988976 -0.031893268533604684 -0.001595793760786563 0.011684594676443444 0.041410891468592392 0.088137171116821511 -0.036769062385560748 0.0090619154022045355 -0.033624226995330096 -0.021281116182250183 0.050512087184168011 -0.068516542200218383 0.056809496965250894 -0.068940359777461532 0.052640718955627878 0.056058057497328277 0.08787650340672544 0.033835915277271159
leaf_weight=30.001182937587146 4.0496655236929646 35.077782896776625 1.2390797415282602 48.5501446186463 65.839314527576789 7.3915477966220333 0.48728151910472561 6.9922856811899692 7.5892707195598659 3.1077057250076887 3.1528893855283995 50.49351344187744 6.9195656288648051 11.373644765233619 28.539205434120959 5.0143312044674531 7.5887372249271712 8.0241146387997997 22.948483460917487 2.7435432439669949 6.5943734071042845 5.1098991236358406 0.90075922792311658 2.4585685119964182 6.8862090859911431 11.686408296518492 60.488097468783963 9.5649825530272192 14.371111615866537 7.6860858917498254 5.1964232547325082 6.4495420667808503 3.8473265288630492 7.3201935690594819 8.4981245661620033
leaf_count=1497 863 9173 106 4112 10120 1543 54 335 939 360 780 5902 1008 1407 2190 611 910 1143 4688 359 1370 541 110 310 1729 3485 12859 1363 3641 480 856 1193 748 331 1117
internal_value=0 -0.0138317 0.0229642 0.016849 -0.00638391 -0.0114917 -0.00898999 0.0440768 -0.0111652 -0.00782079 -0.0395422 0.0218012 0.0141671 -0.0346775 -0.00364195 0.0232692 -0.010501 0.00971497 -0.0135143 -0.0161954 -0.0114725 0.00597512 0.00326201 0.00554318 -0.0329587 -0.0177974 -0.0180405 0.0338437 -0.0596978 0.0308935 -0.0435411 0.0364546 0.0245457 0.0684797 0.0278741
internal_weight=0 316.875 197.306 152.993 245.701 173.851 161.263 44.3137 152.277 133.314 71.1744 123.214 66.9781 18.9629 29.7783 10.5806 122.734 15.9211 106.813 99.224 76.2756 71.85 66.7401 7.4729 53.6504 18.5726 67.0825 16.4845 17.524 56.2362 12.588 9.19309 11.8714 14.3125 8.98541
internal_count=78233 60909 17324 15161 42101 31330 28931 2163 27760 25414 18808 12865 8273 2346 2296 1281 24133 2754 21379 20469 15781 10771 10230 921 14387 5214 14229 2371 4421 4592 2399 1552 1891 666 1171
shrinkage=0.1


Tree=28
num_leaves=36
num_cat=0
split_feature=1 8 1 0 8 5 6 15 6 12 6 6 6 5 6 6 4 4 0 8 12 6 8 5 5 0 15 15 0 5 5 5 1 12 4
split_gain=14.5326 5.03194 1.54223 1.46014 1.15609 1.16227 1.13608 1.08057 0.996094 0.835976 0.827888 0.722071 0.811625 0.68297 0.669039 0.628292 0.618667 1.13356 0.604934 0.532183 0.519214 0.496194 0.498088 0.475536 0.471701 0.458388 0.437968 0.438733 0.425424 0.412108 0.838571 0.649795 0.567364 0.478447 0.47407
threshold=0.0058951624669134626 0.091022622745726603 0.41958887875080114 1.4815107533650009e-05 -0.11651530761541494 0.2756626429638262 0.063976151140401546 -0.95426251045329513 0.081854434131408735 0.0043394288591392079 -0.39214770787343006 -1.4415813985787953 -1.0905653671198456 -0.10834507272875642 -0.34332590369049459 -0.85586519712529352 -0.00060123240109533061 0.00080475315917283307 0.00010293247760273518 0.092896434217097618 -0.0025871762899892909 -0.4591664313819202 -0.2010983918748295 -0.00085607554002452974 0.38946765217430479 0.11789994314312936 0.35638222683588933 -0.66878276359026811 0.020403805188834671 0.09478381515654298 0.1160483092548385 0.094783311809234175 0.056531323119997985 0.0028922256408981288 0.016488343477249149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 26 5 10 7 14 -8 15 21 23 -13 20 -5 -3 -17 -18 -15 -14 -10 22 -2 -9 -11 -4 27 -1 -24 31 33 32 -6 -31 -32
right_child=1 9 25 6 29 -7 8 11 13 24 -12 12 19 18 -16 16 17 -19 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 30 34 -33 -34 -35 -36
leaf_value=0.011398584788153997 0.036944352087692221 -0.067964060432975731 -0.07724166134432478 -0.072126877986947391 -0.00061009474768379621 -0.076955287835421216 -0.064346232339728984 0.016578014961549037 -0.024528149928536049 -0.017186190875971365 0.0028931781151955212 0.068122810716376256 0.028439609756684199 0.025163449144724837 0.0070937793951811601 -0.02004205817494658 -0.053631288417352645 -0.019627004204519783 0.0031607616613500474 -0.0091997217358580213 0.050346703873720949 0.073802428889881228 -0.039631334948072916 -0.08536038135909485 0.11953875131764741 -0.027330448317496894 0.013979836286974105 0.059872532330078623 0.017276586605156786 0.014775572831647163 -0.021336587078765231 -0.035436980346230267 -0.016075945867152927 0.069154376931893607 0.010237670215575371
leaf_weight=2.1485494975931987 9.4657458207802847 6.8408357708103713 2.0616442069731447 1.6830424341023897 45.903698485213681 1.5597134181880381 1.7903855475597072 0.91439699422335252 1.0803885495697612 18.348625043858195 42.714804721312248 5.0103142146253949 82.353521433426067 16.089150399202481 2.9079381411429486 17.389382043213118 29.448688632342964 14.695565562666159 55.945169818980503 3.93598162557464 6.4866283121664301 2.1287699353561029 1.8487066558154772 0.91609628783771657 0.25584962742868711 17.122065351373749 3.3772955588065079 14.257214066281449 4.5387592919432791 7.8684725100756641 12.717862951947611 9.97050390858203 49.082478437965619 2.0368138793273829 7.5951572365302118
leaf_count=97 1149 1376 451 140 8546 217 194 79 178 4702 6397 327 7217 953 178 4896 6514 3653 5974 513 529 291 245 81 25 4265 155 664 735 1010 2602 1358 10967 274 1111
internal_value=0 -0.0137834 -0.00562539 0.0209923 -0.00299519 0.0082805 0.0181448 0.0254131 0.0094182 -0.0341003 0.0104708 0.0277479 0.0289947 0.0110773 -0.0219483 -0.0392142 -0.036018 -0.0423113 0.00807515 0.0267227 0.0396564 0.0284708 0.0223837 -0.0344385 -0.0153059 -0.0326943 0.0467734 0.0535242 0.000805883 -0.00818835 0.00210193 -0.0111511 -0.00860181 0.0259574 -0.00953079
internal_weight=0 303.594 216.615 198.896 197.431 62.2565 179.113 97.7213 81.3917 86.9789 60.6968 93.1303 91.2998 79.6013 4.59098 68.3745 61.5336 44.1443 72.0343 86.2895 7.56702 17.982 15.8532 1.83049 18.6045 19.1837 19.7831 16.4058 6.38747 135.175 30.2183 104.957 94.9862 9.90529 20.313
internal_count=78063 60784 39618 17279 34902 9034 16363 8535 7828 21166 8817 8217 8057 7634 318 16439 15063 10167 6927 7730 707 2420 2129 160 4727 4716 916 761 980 25868 4997 20871 19513 1284 3713
shrinkage=0.1


Tree=29
num_leaves=36
num_cat=0
split_feature=2 2 1 6 2 13 10 12 10 10 11 10 10 10 0 1 13 13 1 2 1 2 10 10 10 10 10 11 13 10 13 2 12 10 12
split_gain=14.0121 5.46575 2.32068 1.73669 1.70191 1.03292 0.976859 0.792479 1.33374 0.754203 1.0991 0.724368 0.662129 0.727267 0.626482 1.07341 0.693328 0.593307 0.576523 0.540586 0.659241 0.534532 0.527532 0.523838 0.540653 1.54661 0.510874 0.545768 0.500628 0.537724 0.471262 0.469952 0.466701 0.45957 0.446805
threshold=0.0016834852867759766 0.79395911097526561 0.032817494124174125 -0.2356508642017402 1.9207145669497553e-05 0.0034408083034219825 -0.073339056407415656 0.0033647331370086618 -0.067681010220284665 -0.063758888514185152 0.010459521183577196 -0.12394747117883605 0.013177661523677159 -0.19654991179956058 0.032204570248723037 0.13769111782312396 0.0037373658420841566 0.010040143757882059 0.00026093523774761712 0.044698717072606094 0.36929389834403997 0.0002800662186928094 0.34582104212711046 -0.09463247456614203 -0.19654991179956058 -0.19655848664908693 -0.0041103118930976524 -0.0089826656135021856 -0.0087229061517701979 -0.09463247456614203 -0.0051731524051072389 0.032290490344166763 -0.01225613179179153 0.25067555234995414 0.0028922256408981288
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 12 9 7 -3 8 32 10 -1 31 13 -2 15 -4 19 28 -14 20 26 -10 23 24 25 -21 -16 -28 -13 -30 -24 -5 -6 -18 -20
right_child=1 6 14 11 5 -7 -8 -9 21 -11 -12 17 18 -15 16 -17 33 -19 34 22 -22 -23 30 -25 -26 -27 27 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.036107143150020227 0.028053233670316258 -0.028062015684249444 -0.020118862287397676 0.019851482177646755 -0.042210476945657216 -0.0019635888079788592 -0.058905736423077441 0.032235677690037413 0.040830984001471164 0.058819342364260091 -0.046649475388896633 0.029157358137732754 0.089219096178505819 -0.0037136615627105908 -0.0041770082270840446 -0.087609613106771844 -0.031283074897477559 -0.053464146888798053 0.017032984071964706 -0.021182119041598526 -0.042401807599663235 0.013997467908469861 -0.09409872781811339 -0.0052857644743645356 -0.035785044864304831 0.079327303199913879 0.066411188263315588 0.011287000025495784 -0.070290486014264381 -0.010861909772465412 -0.02764499596344799 -0.0098536584882735201 0.0034044554765500588 0.0072926442985529099 0.052615380000591384
leaf_weight=25.265194294217512 11.557230138365414 17.833908735781733 9.7806081922899448 13.760796772054166 2.4362892243079868 22.231696690534591 24.204749104028451 42.715807467000559 17.352937670832038 15.002848244563209 1.7137005911208678 3.0152814306202336 1.6052476833865537 19.145595737383701 19.368239249175534 3.1045826228510114 26.745088414652859 3.4085489948338354 13.04590995347826 11.793142260998136 3.1747474756557486 12.973996887289102 1.3607796267606316 46.110019400512101 14.786443664357646 1.7593665405875096 2.2831110283150329 8.41953128595196 1.5769296679936804 44.14444348977122 4.9454588814551235 8.6886364741658308 28.267552146542585 3.4915058806727748 4.8375434666231731
leaf_count=1166 1447 5138 1848 1804 292 2511 6876 3434 1598 882 88 496 104 2891 4057 562 5700 489 1621 2780 695 1780 224 10648 3343 384 311 1381 284 7032 963 1308 2683 729 514
internal_value=0 -0.012184 -0.00716798 0.00301299 0.0234081 0.0175971 -0.045821 0.0217888 0.0144769 0.0408456 0.0308504 -0.00666397 0.0173949 0.00824411 -0.0152537 -0.0363802 -0.0133664 -0.0131298 0.0318112 -0.00979575 0.000936636 0.0293515 -0.0142141 -0.0118618 -0.0225616 -0.00813413 0.00551211 0.0230462 -0.0103088 -0.0129116 -0.0419846 0.00835466 -0.000214999 -0.0268286 0.0266582
internal_weight=0 323.947 281.909 124.786 167.96 125.978 42.0387 103.747 61.0308 41.9817 26.9789 74.5946 50.1915 30.7028 157.123 12.8852 144.237 52.1452 19.4887 114.001 33.2456 30.3269 80.7552 74.449 28.339 13.5525 30.0709 10.7026 48.7367 45.7214 6.30624 22.4494 30.7038 30.2366 17.8835
internal_count=78063 63629 51615 17990 14434 12298 12014 9787 6353 2136 1254 11413 6577 4338 33625 2410 31215 8301 2239 24786 6444 3378 18342 17155 6507 3164 5749 1692 7812 7316 1187 3112 2975 6429 2135
shrinkage=0.1


Tree=30
num_leaves=36
num_cat=0
split_feature=1 1 1 9 4 12 9 4 12 0 0 4 4 15 14 4 4 12 14 12 14 9 9 14 0 12 15 9 14 14 15 0 9 10 9
split_gain=11.1378 2.13996 1.91879 0.889032 2.07208 0.73522 0.732767 0.715177 0.779339 0.623342 0.703377 0.576934 0.604196 0.523739 0.798354 0.484219 0.484519 0.459 0.4554 0.451024 0.443135 0.437729 0.5254 0.4355 0.401081 0.400641 0.459869 0.396447 0.393253 0.386782 0.52478 0.381525 0.379814 0.986518 0.695303
threshold=0.023419357836246494 0.0010309792705811562 0.40927395224571234 -0.33110332967144579 -0.024792093783617016 -0.0063429646081380889 0.85615503593196896 0.00091835821513086568 -5.2526463620154486e-05 0.00012874790991190824 0.017958955839276317 0.00032509537413716322 -3.173666664224583e-05 0.26959217959894982 0.11990443912880615 0.00020783262152690443 -0.00017543230205774305 -0.0028872865105991873 0.056505216860192851 0.020569032938275271 -0.12802031467568795 -0.19525733689919511 -0.30382081849109793 0.92264331158787183 0.43202403187751776 0.013087032319574777 0.10488704811547257 -0.1942085329469812 -1.0956475339059597 0.38031342630990922 0.080190481258303817 0.00059098590281791996 0.60473157104268938 0.0056419226652416341 0.1253045203236561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 21 15 31 -9 13 19 12 24 14 18 16 25 -8 -5 23 -14 22 -2 -11 -4 -3 -27 -23 -17 -16 -31 -6 34 -34 -7
right_child=2 6 11 9 7 32 17 8 -10 10 -12 -13 20 -15 29 28 -18 -19 -20 -21 -22 27 -24 -25 -26 26 -28 -29 -30 30 -32 -33 33 -35 -36
leaf_value=-0.071662912683119695 -0.016869575539474303 0.0020065984048423815 -0.047166366215210434 0.031879491853205343 0.043352988799738625 -0.0073782318735107462 -0.042516152768962201 -0.049600792785102668 0.017615445311988959 0.012246760628633257 0.054784889149394278 -0.0085663861799995713 -0.028614843101208862 0.014854639628337982 0.076135720445973776 -0.055814841982011011 -0.028802095183226142 -0.0044965730665661686 -0.032013107192711519 0.056682710985800702 -0.067289238694843628 0.046099100652623876 -0.056597848003073652 0.057213971571403358 -0.018128810281303094 0.060998405351752098 -0.0096206247162230127 -0.019003068286751912 0.015593378461992369 0.056223448301951799 -0.001421381114745897 -0.0053038117758480545 0.052751244745524263 -0.0060553673293418878 -0.026556303028905055
leaf_weight=3.0011442767572616 5.9657271219184622 46.868385487119667 7.85136057759519 18.922836090292552 8.8412610344821605 106.36002618604834 4.1296719866804805 2.6273372692521662 5.0223062911536536 43.924244705325691 5.4037185362685696 6.5675956507766378 4.1312040417178659 9.1068894655327295 6.7484768950380412 0.78132196667138387 4.751374644227325 13.741739025630521 1.1854429272352707 2.6754067837609901 10.474664540699447 0.98104468476958828 7.5311255480773962 2.2648058412596574 12.068519526517774 2.513644974911585 1.4564064943697301 20.101098403050855 59.618245517180185 8.3677828516811115 1.9466713652946044 1.9707331502577279 3.4383822675008586 16.746699468028964 22.990875805779069
leaf_count=166 1354 6647 2331 1127 395 23119 477 160 249 4585 506 2005 1048 562 349 106 739 1582 77 192 2480 207 1429 193 3519 233 148 3870 8584 454 128 108 535 2485 5914
internal_value=0 0.0142978 -0.0161956 0.0238769 0.00540117 -0.0118348 0.00556687 0.0179288 -0.00547056 0.0278208 0.0205498 -0.0357336 -0.0409015 0.0363472 0.0416128 0.00847107 0.00173617 -0.013282 0.0281128 0.0167639 -0.0563504 -0.0249759 -0.0390376 0.0144517 -0.0295739 0.00459028 0.0350919 -0.0159736 0.0146696 0.0575223 0.045344 0.0344842 -0.00879608 0.00396191 -0.0107869
internal_weight=0 255.87 225.208 122.009 21.4628 184.115 133.861 18.4616 7.64964 100.546 54.2682 41.0933 34.5257 46.2781 37.1712 115.989 55.5898 17.8714 20.1083 48.8645 14.6059 34.579 13.4969 46.1891 19.9199 50.8384 3.97005 21.0821 60.3996 17.0629 10.3145 10.812 149.536 20.1851 129.351
internal_count=78063 27767 50296 9251 1078 38913 18516 912 409 8173 5476 11383 9378 2697 2135 16457 7767 2059 1204 4970 3528 6860 2783 4778 5850 7028 381 4077 8690 931 582 503 32053 3020 29033
shrinkage=0.1


Tree=31
num_leaves=36
num_cat=0
split_feature=3 3 1 6 2 14 5 6 6 14 5 3 5 3 12 2 12 1 3 5 1 5 14 6 14 0 14 3 5 6 5 12 3 5 6
split_gain=14.1741 4.48757 1.63538 1.46914 1.39724 0.844922 1.13913 0.838291 0.740177 0.73008 0.718689 0.70802 0.826193 0.677436 0.633575 0.627998 0.557823 0.530247 0.51973 0.9379 0.543555 0.535218 0.512666 0.663418 0.501007 0.496338 0.477481 0.473381 0.465933 0.464948 0.74351 0.558077 0.447829 0.516358 0.433537
threshold=-0.37538511422462756 0.5656991032883526 0.032817494124174125 -0.22412236497779334 1.9207145669497553e-05 0.70741956695753705 0.0037715813533311386 -1.4415813985787953 -1.0905653671198456 0.2331612893464185 -0.088495266692253313 -0.993545459508823 -0.0081547479390450001 -0.99683212025320234 -0.0016893666534334906 0.99441134929656994 -0.0057132794354913408 0.0058951624669134626 0.0063093584612943241 -0.014406056045202094 0.28644616901874548 -0.01436983011459903 -0.039974962678619948 0.24176021714148746 -1.4389027549876776 0.0064267462585121402 1.0885777833845338 -0.70102759823203076 -0.012565531814126179 0.088828688746768983 -0.17524206617079516 -0.0031135737359520945 -0.057803598232567303 -0.024867126073477099 0.66430549402682371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 9 17 -7 -6 14 -1 29 12 -12 -14 27 16 -3 -2 20 -20 24 -21 -15 -24 -4 -18 -13 -9 -27 30 -10 -31 33 -5 -33
right_child=1 15 18 32 7 6 -8 8 10 -11 11 26 13 22 -16 -17 25 -19 19 21 -22 -23 23 -25 -26 28 -28 -29 -30 31 -32 34 -34 -35 -36
leaf_value=0.029922584988229192 0.028320233590926964 -0.054121330001213587 -0.11680973238139088 0.014514760206275604 -0.051042101771919091 0.018890568117922949 -0.13437701468509711 0.049322423980022692 0.00042131097165599984 0.05977717751809504 0.058777121702094863 0.010118451676562286 0.043734144637621333 -0.049617161005143663 0.06772729348140781 -0.065921992489457681 -0.10225873541832256 0.0062971461465189983 -0.033971694101036641 0.074830005961404003 -0.035047827973013437 -0.01286391948212528 0.04988994356814639 -0.06493771255981666 -0.0026620492386338437 -0.039819928034187907 0.051660646774995794 -0.078910360905095345 -0.015443654486264863 0.0086967578415431419 0.092598272446641372 0.089757695611384289 -0.016751189045863629 -0.009704580724714312 0.039851200367433087
leaf_weight=25.853265870420728 22.740894696500618 11.662249416360281 0.38793152349535276 13.963929666395414 1.7502209471713275 1.0895840976154421 0.87381685618311156 0.57843926905479748 5.1474010388774332 11.990093466883989 7.2800982256012494 98.524022451092605 3.8453199246287104 2.0960021111241067 5.0326393760624333 7.930439719297282 0.89040968706831236 21.05431168814539 31.395286137842049 0.70695941615849633 6.3119223165413123 44.77907169079117 1.7852061872254128 0.7006071462528779 43.618007272816612 14.408015017012074 2.8467412561294614 0.57310920720919944 17.204663929143866 2.2947570990072554 1.0543024265352858 3.5891578641167134 32.592101277332404 23.817671766140847 3.3797461178619415
leaf_count=1366 2435 3135 47 1619 187 127 62 86 693 612 613 11849 295 181 358 2315 170 3357 7875 290 1448 9916 217 72 8239 4894 309 45 5158 422 251 484 5262 3295 379
internal_value=0 -0.0133753 -0.00767255 0.00090722 0.0223269 0.0148556 -0.0493216 0.0177326 0.0186002 0.0393816 0.0170225 0.0143462 0.0341018 0.0127851 0.0524164 -0.0400118 -0.0353594 0.0177328 -0.0155058 -0.0206771 -0.00760459 -0.011501 -0.013189 0.0175267 -0.00366831 -0.0286275 0.0112851 -0.0144972 -0.0265536 0.0372829 0.0160916 0.0514698 -0.00816234 -0.000753209 0.0655543
internal_weight=0 295.427 243.331 116.132 178.321 45.7586 1.9634 140.478 138.728 37.8434 132.543 117.078 15.7072 8.42714 6.18419 52.0958 44.1653 43.7952 127.199 76.8813 50.3179 45.486 4.58182 2.48581 44.0059 32.5031 101.371 1.15155 31.6127 15.4654 6.2017 9.26366 70.3737 37.7816 6.9689
internal_count=78063 59644 43972 16157 18419 5981 189 16441 16254 1978 15765 13536 1378 765 489 15672 13357 5792 27815 18081 9734 10206 470 289 8286 10222 12158 131 10052 2229 944 1285 10176 4914 863
shrinkage=0.1


Tree=32
num_leaves=36
num_cat=0
split_feature=3 3 4 1 3 10 4 4 12 10 4 8 10 0 1 12 4 4 11 4 4 10 10 8 12 4 3 10 10 10 1 10 0 11 4
split_gain=12.207 3.42844 1.62185 1.3069 1.15945 1.87245 1.23542 1.21557 0.977661 0.973695 1.05641 0.870277 0.689568 0.888532 0.696558 0.685743 0.664844 1.01376 0.635453 0.635007 1.56311 0.627424 0.604486 0.596674 0.629823 0.588405 0.577558 0.576342 0.571527 0.733315 0.56771 0.548592 0.50912 0.498638 0.467645
threshold=-0.18430426705162969 0.5656991032883526 0.00023861730733187872 0.0058951624669134626 -0.98606406003818836 -0.092326432437564554 -0.040683944593183689 0.0034157133195549254 -0.0041320330808305899 -0.093511454463786628 0.30088998004794126 0.20977603094422376 0.011232844138363661 0.026986675336956981 0.0025236585643142466 0.018064324890570499 -0.016797978430986401 -0.0096477519255131466 0.0032714050433270037 -0.011166894808411596 -0.025987504981458184 0.078735740781815625 -0.074941985580189094 -0.073750404534859162 0.0035228945234063633 -0.015489001409150658 0.98957866217642743 -0.20308050721048357 -0.05655798979582069 -0.091668068960089708 0.028621735051274303 0.80655077609221992 0.041807061061263091 -0.0079240588068642242 -0.00011458023800514637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 8 5 6 -1 19 31 10 -9 -2 14 30 15 18 -7 25 -6 20 -8 23 -3 24 -19 -18 34 -16 29 -10 -14 -4 -23 -22 -24
right_child=1 22 3 -5 12 16 7 9 28 -11 -12 -13 13 -15 27 -17 17 21 -20 -21 33 32 26 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.066249682021946518 -0.013887803880420472 -0.025040847453585164 -0.006672782744295125 -0.0066604543324512754 0.010435326492952847 0.068056735757388617 0.079869587879956239 0.049199245547098654 0.023609183729904733 -0.071950877927504292 -0.079640951423281994 -0.043872574995194202 0.018727399622808432 0.060202815030643911 0.048099323136093358 0.05230427927783058 0.027327483535844473 0.020691750800090714 0.032059743833739676 0.051632586407777764 0.0052721591954862255 0.034821966457194091 -0.021036813804657457 0.079711586388521077 0.066014257321420508 -0.085219425925556869 -0.071634159914995096 0.0023663127973947897 0.044827128138748 -0.045174483644921617 -0.077549406076566518 -0.10094572013384112 -0.12771656369106815 -0.082349602208427838 -0.051037084167802164
leaf_weight=2.0412232527160112 104.40719490720221 21.48657196660497 4.8078041381086249 66.536372555965499 53.780852418749419 10.125510332771229 1.6470148855587465 2.2814683591714133 10.148412839713275 2.327439133077859 0.88259715636377212 10.6686580938549 4.3240344941805215 6.9767873767123092 2.8855898686451829 5.5750072106020516 0.8599598761065862 8.4629393322538871 18.183873924019281 7.509736546315251 1.1491880033572668 0.39500249533739307 8.6735317483835441 4.3708986887359034 4.8081150752259427 1.0102128447033489 7.2427020737159173 61.184890965931118 10.799701381591143 1.8293544052867243 0.7135341857356251 0.7081942157819866 0.37629647179710446 1.4935874188377094 12.959466412838081
leaf_count=178 20704 6477 667 13584 4596 892 101 271 1145 173 96 2348 645 878 710 339 54 804 1549 361 48 94 3140 324 356 97 2127 9686 1050 382 98 68 51 108 3942
internal_value=0 -0.0143101 -0.00868822 0.000994857 0.0183895 0.0316591 0.00732557 0.0160112 0.0189975 -0.0228545 0.01326 -0.0166677 0.014093 0.0370945 0.0121415 0.0185168 0.047129 0.0366819 0.0158993 0.0340993 0.00340547 0.0438067 -0.0377414 0.0476664 0.0371121 -0.0334671 -0.047192 0.00442602 0.0281451 0.0131039 0.0050905 -0.0187764 -0.0444763 -0.044248 -0.0390088
internal_weight=0 260.268 209.906 94.8298 203.366 49.7412 19.3323 17.291 28.2935 5.4915 3.16407 115.076 153.625 12.0144 141.61 77.5397 30.4089 20.2834 71.9647 11.7995 4.28979 18.4133 50.3623 17.642 13.2711 1.87017 28.8757 64.0705 22.7775 11.9778 5.03757 5.516 0.771299 2.64278 21.633
internal_count=78143 55634 39948 16896 22509 4008 1336 1158 3312 540 367 23052 18501 1621 16880 6484 2672 1780 6145 618 257 1629 15686 1484 1160 151 9209 10396 2577 1527 743 735 145 156 7082
shrinkage=0.1


Tree=33
num_leaves=36
num_cat=0
split_feature=3 3 9 2 4 4 3 9 13 3 6 14 13 12 13 9 13 9 2 6 9 13 9 9 2 14 3 2 3 6 9 4 2 3 6
split_gain=10.7973 3.54708 1.4075 1.5042 1.14104 1.14523 1.04847 1.01824 1.01451 0.944042 0.92278 0.742746 0.661386 0.631462 0.662664 0.604776 1.33117 0.813441 0.9057 0.918075 0.757266 0.708902 0.59091 0.625439 0.573128 0.798762 0.56363 0.562341 0.580573 0.553811 0.549415 0.548868 0.526004 0.517357 0.50682
threshold=-0.37538511422462756 0.05827723070979119 -0.52040056262339207 4.9533649871591485e-05 -0.040683944593183689 0.0036785760894417767 0.90185549785383057 -0.33110332967144579 0.0034408083034219825 -0.97542564954346733 -0.79269369221596619 0.13649341813303814 -0.00038786875520768836 0.00086156353698625145 0.0032236749223243642 0.85615503593196896 0.0034408083034219825 0.85727771434930389 0.00083031709073111426 0.98168889791695724 0.79957491489261223 0.00089045645693183978 0.28223923798316503 -0.18785117156142536 0.0057525609154254207 -0.043931477559867094 -0.99727326542324579 6.3965244407881991e-06 -0.76156418945174653 -0.20603039711523516 -0.11415207412895338 0.026144783012568954 0.0040596199687570342 0.99684846306433894 -0.93493479183232975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 4 11 -1 10 13 33 32 31 -6 -4 -11 14 -3 20 17 18 -17 -20 21 24 23 -15 25 -2 -10 -12 -29 -23 -13 -7 -5 -8 -26
right_child=1 6 3 8 5 9 7 -9 26 12 27 30 -14 22 -16 16 -18 -19 19 -21 -22 29 -24 -25 34 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.051125553285647163 -0.016427870967630924 -0.022059926842516453 0.02886347854838868 0.027389946307475016 -0.060312243973390578 -0.10063841192351003 0.014300121845033199 -0.052285802450120079 -0.11248652163427848 -0.045371676063387684 0.064815123628953905 0.023885632485878536 0.017593726893702599 -0.00073434405197402952 -0.052385664619760755 0.047716039754305745 -0.04842729029705295 0.036284544491340005 -0.037393109194362312 0.047112262154805289 0.039318171106804141 0.015074452714638843 0.016552276865936365 -0.033410640833625126 -0.055679031558014014 0.025233775818997287 -0.00014435747793859819 0.0069893639173419318 0.045831727402294499 -0.0034621788103236201 0.066416152539056847 -0.017745657452503383 0.0074357768198615188 -0.063889854655815689 -0.010961960479755636
leaf_weight=3.5684234704822293 8.1549974432564358 37.071146231537568 21.648581485213072 59.78936996065022 1.2899969296995539 1.760695225792005 3.93781024089549 22.716595128884364 0.45764337078435602 2.2862457528244695 3.2847058493644061 3.9377823965624001 6.1710837505524969 11.844595034621312 8.9440958732666314 2.0109136519022348 9.0588629862177168 4.3592390269623129 9.1172462252434325 1.4966517856810231 4.5247409882140337 31.711892169143539 6.8196240257384479 11.588572170781843 2.6431078600871833 10.562594898627138 18.488888182735536 11.744546680565694 5.7233461909927401 32.776057760362164 13.283579028036909 1.4621369039523413 16.957342442430672 1.0778611481946425 61.732601870899089
leaf_count=287 1111 9561 1580 7194 83 135 1274 7413 30 164 120 187 461 3136 2235 172 1230 567 1157 192 558 5098 1416 3981 357 1378 2686 837 550 6218 873 121 3182 229 12370
internal_value=0 -0.0119563 0.0198394 0.0246035 0.00264828 0.00833844 -0.026631 -0.043282 0.0178651 -0.0169774 0.0217531 0.0411926 0.000572468 -0.0205765 -0.0279544 -0.00338944 -0.0174705 -0.00095888 -0.0138187 -0.0254771 -0.000978553 -0.00221402 -0.00935449 -0.016894 -0.0083197 0.00708237 -0.00285792 0.0268543 0.019716 0.00565319 0.0566913 -0.0630316 0.022981 -0.0025028 -0.0127979
internal_weight=0 282.149 171.854 134.563 37.2912 33.7228 104 27.7323 95.6932 11.6802 22.0426 38.8699 8.45733 76.268 46.0152 178.149 26.0429 16.9841 12.6248 10.6139 152.106 147.581 30.2528 23.4332 83.0933 18.7176 18.9465 20.7526 17.4679 64.4879 17.2214 3.22283 76.7467 5.01567 64.3757
internal_count=78143 59653 18490 15732 2758 2471 29245 8916 13092 881 1590 2640 625 20329 11796 30408 3318 2088 1521 1349 27090 26532 8533 7117 15216 2489 2716 1507 1387 11316 1060 256 10376 1503 12727
shrinkage=0.1


Tree=34
num_leaves=36
num_cat=0
split_feature=8 0 4 4 13 9 4 9 13 12 9 8 7 9 9 0 5 13 9 9 8 4 0 0 5 0 12 12 7 8 13 13 7 13 5
split_gain=7.0401 1.89046 1.31415 0.976141 1.13299 0.984048 0.888443 0.89998 0.786585 0.754087 0.64885 0.616722 0.606333 0.775337 0.729811 0.695385 0.577358 0.549466 0.489768 0.482604 1.23154 0.766309 0.502026 0.477015 0.457967 0.449086 0.440482 0.437109 0.594056 0.435984 0.408967 0.404208 0.402501 0.400962 0.378083
threshold=0.011843931537515204 0.0024839543038979177 0.0047553477343171844 -0.00060123240109533061 -0.0034344278520928883 -0.1942085329469812 0.10319909080863 0.85933753672018376 0.003820980039782576 0.0012562377325243078 -0.0069529019741853748 0.28453517913953436 0.063195120850487244 -0.53355938687138649 0.32854998280419573 0.040205910801887519 -0.014406056045202094 0.012639891435240245 -0.19427050984044572 -0.3654601811484674 -0.40150042965183469 -0.024792093783617016 1.4815107533650009e-05 0.0012524526682682338 -0.085064623386955016 0.064423702657222762 0.013087032319574777 -0.0048104487594872701 -0.019118001382019058 1.0000000180025095e-35 0.0038937736476797559 0.010425203601314754 0.11408368539991576 -0.00795031109090359 -0.11323927125993387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 23 18 7 12 19 30 -11 -7 13 -3 15 -14 -17 24 -2 20 -1 32 -21 -5 29 -13 -18 28 -23 34 -6 -12 -22 -24 -15
right_child=2 6 -4 4 9 11 -8 -9 -10 10 31 25 14 17 -16 16 26 -19 -20 22 21 27 33 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.062789070502885111 0.0021890608815442725 -0.072274093378595777 -0.00095764362571550653 0.12462256682950695 -0.040362870179826066 -0.016885260029904918 0.019494291429397952 0.051577078071260288 -0.0010222065252012962 -0.0042542987394297519 -0.032206372914741647 -0.090397561047098896 -0.0028393539809605916 0.019637268305496978 0.010982703121406479 -0.04565272291022647 -0.0089992429149102788 -0.034979694332078579 0.056692254507415385 0.043852760869845991 -0.046284290303115004 0.036846372633643786 0.04082520732202724 -0.0079038960357259436 0.0022253200766307797 -0.021947180498984382 -0.11298804473757583 0.030727082888176674 -0.06655853397845865 -0.031733994297682637 -0.065730697364888235 -0.090042205432082745 0.028628427379870293 0.018928261428493076 0.072613482608236621
leaf_weight=2.1218245491618317 12.907328938897988 1.3403865376021702 35.056191852592747 0.27739040611777355 23.411311897252745 28.125557450970522 26.523185280915641 3.2737021836510385 17.000353229901521 9.8191894024203084 7.6915474005072593 2.1209587183911931 19.874475150136277 15.95653367461637 12.790470704072503 10.446713352212099 10.739256308748736 3.4346772325079646 1.8901584565173823 13.268778419005683 2.5805777674540944 1.0767260307911786 9.9538041959531238 13.005980305111732 74.790621676431329 1.7487183075427308 0.42339728493243534 16.40924702829215 1.147860761731869 1.5199658037163306 8.7229681914832309 1.4336339652945751 0.99329546932131041 52.308595150483598 1.4714061303238857
leaf_count=138 3457 245 7508 35 5881 7733 3910 464 1717 2451 2065 460 3359 2823 1930 2375 2636 637 342 750 166 76 871 3443 12743 741 71 884 90 330 2132 339 63 5009 269
internal_value=0 0.00893025 -0.0178393 -0.0231634 -0.0311538 -0.0121729 0.00257362 -0.00030211 0.0188619 -0.0379198 -0.0220951 -0.022035 -0.0014137 0.00326215 -0.00990085 -0.0163398 -0.0287563 0.00430408 0.00915103 0.022247 0.00999817 0.0169526 0.0261925 -0.00513641 0.00574348 -0.0594646 -0.0129435 0.0250878 -0.0165093 0.0196302 -0.0472491 -0.0412928 -0.0254636 0.0224289 0.0241099
internal_weight=0 299.446 146.211 111.155 64.362 46.7927 182.585 156.062 116.861 51.0787 18.9444 31.9952 152.788 98.5136 54.2743 41.4838 21.6094 97.1732 14.7975 99.8607 24.3295 22.2077 75.5312 13.2834 93.7385 3.86968 11.1627 18.6338 2.22459 18.9479 32.1343 9.12518 3.57387 62.2624 17.4279
internal_count=78143 41556 36587 29079 16346 12733 31792 27882 9764 12868 4855 8934 27418 17047 10371 8441 5082 16802 3799 8047 1417 1279 6630 3478 16165 1201 2707 1050 166 3422 8013 2404 229 5880 3092
shrinkage=0.1


Tree=35
num_leaves=36
num_cat=0
split_feature=1 1 0 13 13 6 5 1 7 10 10 10 10 10 10 13 10 5 5 12 5 7 6 10 1 12 7 6 5 6 7 10 5 7 12
split_gain=7.33535 1.79543 1.33348 0.812009 0.747813 0.881371 0.572438 0.5827 0.56395 0.66791 0.827225 0.594969 0.663385 0.527474 0.759778 0.521027 0.556762 0.509669 0.748895 0.506024 0.725382 0.47575 0.475179 0.888351 0.656786 0.45028 0.513625 0.588165 0.528392 0.462474 0.449393 0.442866 0.438776 0.484448 0.415601
threshold=0.0073001289274543532 0.13448920100927356 0.052986569702625282 -0.0075315641339566862 0.0022407346576459272 0.063976151140401546 -0.014406056045202094 0.60342186689376842 0.033341578663884812 -0.19764667927208407 -0.19654991179956058 -0.19654991179956058 -0.17973275101833028 -0.1948935067023507 -0.19655848664908693 0.0041455494653036794 -0.095552054270897566 -0.00081780026348783608 0.0057989987043904285 -0.0035145244548115549 -0.014234752680246305 -0.056434185317096812 -0.69335873314488128 -0.089874593923465432 0.00033843780693132436 -0.0015588869675412969 -0.36591878437619724 -0.30736024006755108 0.094469521762422418 -0.5313126622755987 0.10372342933549725 -0.19654991179956058 -0.01436983011459903 0.17609726233984083 -0.01225613179179153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 -3 -4 19 22 13 32 11 -10 -11 21 -13 14 -5 16 -12 -14 -19 20 -1 -2 23 30 -24 26 29 -28 -29 -20 -6 -16 -8 -34 -22
right_child=1 2 3 6 5 -7 7 -9 9 10 15 12 17 -15 31 -17 -18 18 25 -21 34 -23 24 -25 -26 -27 27 28 -30 -31 -32 -33 33 -35 -36
leaf_value=0.024039768731431318 0.027194437619953323 -0.066187373911326591 0.011947695914188986 -0.029784029628394361 -0.074621981006421131 -0.009329537122193577 0.041847967402088369 -0.034968358892424965 -0.040831685753654763 0.042016989453633288 -0.033176030783027013 -0.0519993491045109 0.0055875735670009143 -0.040811848376088311 0.074131876478641251 -0.029479402877167632 -0.00061982594017081052 -0.061576511366133818 -0.099864201098277053 0.022734926604408089 -0.057144629614407541 -0.01000299225428276 0.047095117461764174 0.026894218912362253 0.011342273164298269 0.0045623615454783014 0.014796793031854497 0.044819655766812246 -0.039935588181713541 -0.020413997645859057 0.01609684689861016 -0.0093217157533597855 -0.017420370690595013 0.0098103147578412781 -0.0025932363615129416
leaf_weight=13.105226793049953 12.690743683735493 6.273209946230053 7.9809539342604685 6.8317813656540238 2.0044688214547937 22.892026849745889 1.6142279555206176 11.295408871585094 7.0357414680183856 3.1061729540815568 6.2148562614602261 2.6983837338193544 44.076896256643522 21.549516295919602 1.3288730329368266 11.904784291036774 33.938523362383421 2.6587123465142204 1.3389890892431142 102.67974921931454 1.5812483208137553 4.7161365439824285 7.797704260650792 3.3219905014702844 15.064459666260516 17.457210595421202 5.3739763439371009 0.83916713116923247 5.9582542445423314 1.6179312336025748 0.75049464718904335 1.2193899017875098 29.488960933595081 8.3926527486182732 11.958095743873853
leaf_count=1681 2287 1468 2025 1894 179 2893 503 3674 1702 634 1564 589 9505 6695 276 2643 7242 539 89 9552 214 1005 580 335 1856 2905 862 162 1055 287 60 303 7464 2257 1164
internal_value=0 -0.0107807 -0.0216147 -0.0184975 0.015481 0.00533217 -0.0214708 -0.0149397 -0.0043474 -0.0118157 -0.00811492 0.000324658 -0.00323902 -0.032196 -0.0124022 -0.0111062 -0.00565881 -0.00158026 -0.0105445 0.0195485 0.0072689 0.0171163 0.0169302 -0.00792412 0.0235367 -0.00638065 -0.0190083 -0.00992635 -0.0294722 -0.0563916 -0.0499088 0.0341978 -0.00921165 -0.0113874 -0.00896425
internal_weight=0 257.601 95.975 89.7018 181.155 51.8311 81.7208 50.7913 161.626 62.2001 55.1643 99.4264 82.0195 30.9296 9.38004 52.0582 40.1534 79.3211 35.2442 129.324 26.6446 17.4069 28.9391 6.07695 22.8622 32.5855 15.1283 12.1714 6.79742 2.95692 2.75496 2.54826 39.4958 37.8816 13.5393
internal_count=78143 59629 26559 25091 18514 5903 23066 13898 33070 13785 12083 19285 15993 9168 2473 11449 8806 15404 5899 12611 3059 3292 3010 574 2436 5360 2455 2079 1217 376 239 579 10224 9721 1378
shrinkage=0.1


Tree=36
num_leaves=36
num_cat=0
split_feature=2 2 2 9 8 8 11 8 9 9 14 13 11 9 8 2 9 0 0 2 2 0 14 14 2 8 13 13 14 9 11 9 8 14 0
split_gain=7.64937 3.1853 0.960486 1.40862 0.895183 0.780295 0.64851 0.621625 0.585016 1.31532 0.567748 0.565524 0.544004 0.782825 0.761888 0.68213 0.630454 0.543306 0.521999 0.508671 0.494787 0.475809 0.427858 0.535291 0.41431 0.424278 0.42018 0.411797 0.414373 0.406583 0.433321 0.405918 0.403759 0.409859 0.606582
threshold=0.0009786430746316912 0.4354980885982514 1.5371959307231012e-05 -0.52040056262339207 -0.1853581227848641 -0.22783579140992857 -0.0084551649411941428 0.25671438689292619 0.85628955194357415 0.85615503593196896 -0.48196823384579152 0.0017985965135415246 -0.0016616396276434553 0.67151711548697357 -0.016148754598099575 0.1266080439090729 -0.19228021182689428 0.00010293247760273518 0.040205910801887519 0.99326491355896007 0.04543662071228028 0.3959148526191712 0.18838851974188678 -0.43687474356237499 0.00016581505042267966 -0.34135580829971729 0.0042316941196634409 0.010040143757882059 0.92264331158787183 -0.10097179351456757 -0.0095963799641201487 0.28223923798316503 -0.40150042965183469 0.36949456750983894 0.00012874790991190824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 10 -2 29 18 8 9 12 -4 19 13 17 -15 21 -17 -6 -5 -3 -16 -14 23 -7 25 -8 -26 28 -11 30 -1 -27 -12 34 -34
right_child=1 11 3 6 7 22 24 -9 -10 27 32 -13 15 14 20 16 -18 -19 -20 -21 -22 -23 -24 -25 26 31 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.028473607659290967 0.010331118132622323 -0.017161571656246238 0.011942570280413895 0.0059309262738597643 0.05772235650423925 0.067562232253100374 0.073379313428871773 -0.032778917507051371 0.019909307326610854 -0.030012116023479536 -0.072743307571888391 -0.043600649612773268 0.0064218290851777785 0.065875402438566127 0.063726542957278032 0.0067472787441686683 -0.032608141394939387 -0.014573410217892933 0.049568155717042789 -0.053014677316224113 -0.024224701466561468 -0.036643906667967012 0.063357754691715493 0.024862832560382402 0.02421336030420411 0.027286202608422783 -0.016987142445621297 -0.071214986880844475 0.021004122819343881 0.045667565090460105 -0.030456502587995621 0.063680002708982733 -0.08252822993848441 0.03456245175211476 -0.011735641922293632
leaf_weight=2.0324046170571819 37.817158752659452 26.858598547787555 9.226555419154467 27.236533319715821 1.0565756530268107 3.8454530586022946 2.9307437194220283 8.5591145670041424 8.8279852027480938 17.104430879931904 1.3330231215804804 21.095892157776689 79.727504253343795 2.5361278142081574 0.81772696133702938 6.7552539740863748 10.241784984595141 64.270658002351411 3.0480726080131708 4.6409206955795517 2.937006603955524 2.6507773691700995 7.8771524464536915 12.413202065537915 19.373272160184573 19.533726563058739 2.8379115185962283 2.1751361461356273 1.7555245859548438 1.9581042376812572 3.2320626163855195 3.6349647651986734 1.414285210892557 1.4769519325345744 8.3941329870140162
leaf_count=117 5560 9279 675 2825 91 155 239 1876 1345 2391 112 7038 16211 374 108 1719 2944 13609 439 1555 418 681 474 794 2657 1910 424 312 217 135 184 263 78 94 715
internal_value=0 -0.00858288 0.0203223 0.0155523 -0.00382887 0.0356003 0.0217957 -0.00638594 -0.00526126 -0.00641841 -0.0069106 -0.0309298 -0.00351562 -0.0101598 0.0235312 0.00127271 -0.0169668 -0.0134041 0.0103229 -0.0224439 -0.00507018 0.00503606 0.0442294 0.034962 0.0289877 0.0375308 0.0189492 -0.030015 -0.0252634 0.00676413 -0.00770589 0.0329961 -0.020696 -0.0145482 -0.0219433
internal_weight=0 299.828 131.799 100.44 247.233 31.3584 78.5952 209.416 200.856 192.029 21.8449 52.5954 170.993 71.6181 6.29086 99.3753 16.997 65.3272 30.2846 31.4995 3.75473 82.3783 24.1358 16.2587 48.3106 26.0994 22.2112 21.0351 18.86 7.22257 5.26447 23.1687 12.6184 11.2854 9.80842
internal_count=78018 65728 12290 10431 47856 1859 8757 42296 40420 39075 1674 17872 36155 14600 900 21555 4663 13700 3264 10834 526 16892 1423 949 5493 2412 3081 2920 2608 436 301 2173 999 887 793
shrinkage=0.1


Tree=37
num_leaves=36
num_cat=0
split_feature=2 2 8 2 14 13 11 13 0 14 12 8 8 14 6 6 6 12 6 0 0 12 13 0 6 6 14 14 14 0 14 12 11 14 2
split_gain=6.69351 2.90624 0.814664 0.607828 0.601749 0.575466 0.52983 0.493085 0.471251 0.461594 0.459533 0.450685 0.440025 0.436297 0.419167 0.408859 0.442309 0.381287 0.470288 0.362804 0.332191 0.328963 0.419574 0.394401 0.324863 0.744186 0.351933 0.45507 0.420476 0.320208 0.308444 0.302435 0.349718 0.308329 0.302069
threshold=0.0009786430746316912 0.4354980885982514 0.10072024578797846 3.5356377338757745e-05 0.12360617845532072 -0.0023522523387366641 0.006116862998180911 4.0715362560747191e-05 0.039383614435791976 0.66940739803761695 0.0025941180941531795 -0.11385730713767206 -0.30926095822833943 0.58840253211220428 0.28391875676047962 -0.4031376088992959 -0.33654107309143094 0.010929770194132776 0.44323352652626669 0.0011267486261203887 0.0071304258890450009 0.0055975041785943248 0.0038937736476797559 4.7195077058859176e-05 -0.38099718067214688 -0.13754720042367582 -0.36017188705875375 -0.54665707215837311 -0.18203471751207123 0.014082944486290218 0.68711218232762639 -0.0090918466552090977 -0.0062505319473515168 -1.4389027549876776 0.97914093732833873
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 17 8 11 30 10 13 24 14 15 -7 -6 29 -17 21 -19 -4 -9 22 -1 -23 -5 -26 27 -27 -28 -2 31 -3 -33 -34 -22
right_child=1 7 19 5 6 9 -8 20 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 34 23 -24 -25 25 26 28 -29 -30 -31 -32 32 33 -35 -36
leaf_value=0.023541183082124963 0.0047788703378720092 -0.042096082211545018 0.035796578165930092 0.031397327478371005 0.049089081609260898 0.0059732510896066369 -0.00088031837732368873 -0.10958300071493124 0.058268596505521145 0.035941948836404801 0.034093330803354728 0.068024226643808375 -0.0024450390284884048 -0.045089753176118498 0.0021001546966076998 -0.062088188597571009 0.011248019958232817 0.074466451943608222 0.01183429406491021 -0.019430801689619772 -0.030201598915961476 -0.053013918382678299 -0.034240495284728535 0.010348893054746131 -0.064515240031090743 0.014506853990596619 0.081197333686283901 -0.090984766390645261 0.010071333827981331 0.06213611625914453 -0.051722208417676954 0.019684469598795329 -0.13571388323256731 -0.014694898578841443 -0.053226540474677321
leaf_weight=19.127663912164291 1.5116778420779144 3.4489403202023885 1.2319582562195126 4.3493442757462644 5.8957773502625059 43.124564464957075 2.4437079139752305 0.64719144710398069 3.6482134536418007 5.0286980262026182 12.690252625827268 7.0179925946285957 193.82060526175337 1.7408290925668541 2.8000513195293024 0.90139464160893013 9.385692280426154 2.5574412430869407 2.2567862890427932 34.512073587393388 19.041890771943148 1.4520310980733473 1.3450609239516769 3.0370236366288736 1.5744700556097111 0.93025151477195323 0.94985234853811551 0.72967893257737226 6.6514213645568789 2.7330202935554553 2.576611066950135 3.288706616658609 0.21376925066579744 13.880575826042318 8.1307491583029314
leaf_count=1271 182 1064 156 517 365 5057 151 158 518 467 1125 443 37598 201 177 111 1355 142 142 8145 6683 74 122 212 201 98 111 61 835 309 745 1155 20 5167 2880
internal_value=0 -0.00812407 -0.00357952 0.0191544 0.0280884 0.0138947 0.0424365 -0.0297782 0.0244716 0.00721211 0.0200483 0.0491728 -0.0011867 0.00399195 0.0339587 0.0155967 0.00482201 0.0193389 0.0451061 -0.0175273 -0.0387777 0.0143693 0.0197449 -0.0101465 0.00831082 -0.000955898 0.00984964 -0.0318656 0.0189592 0.0417093 -0.0190829 -0.0150459 -0.00967889 -0.0165304 -0.0370913
internal_weight=0 295.325 244.096 129.351 47.9335 81.4176 18.1575 51.2284 31.5235 49.8941 27.8753 15.7138 208.352 44.8654 8.69583 14.5318 10.2871 29.776 4.81423 35.744 27.8198 24.9618 20.4727 4.48905 15.185 10.8357 9.2612 1.65993 7.60127 4.2447 23.4086 20.832 17.3831 14.0943 27.1726
internal_count=78018 65728 47856 12290 3099 9191 1136 17872 3466 5725 2948 985 39555 5258 542 1957 1466 1963 284 8301 9721 1679 1393 286 1823 1306 1105 159 946 491 8151 7406 6342 5187 9563
shrinkage=0.1


Tree=38
num_leaves=36
num_cat=0
split_feature=3 3 6 1 6 3 6 6 2 3 3 0 6 2 2 3 3 8 8 11 0 3 6 2 11 2 13 0 3 1 8 11 6 6 11
split_gain=8.16905 2.2271 1.05796 0.980835 1.19079 0.719729 0.83332 0.688887 0.535422 0.50515 0.499792 0.639494 0.498916 0.618403 0.497729 0.560034 0.561114 0.678228 0.472557 0.470463 0.468746 0.576758 0.532521 0.524167 0.486966 0.468842 0.447229 0.436233 0.409647 0.407295 0.406439 0.904189 0.404428 0.404355 0.561822
threshold=-0.35912303152144881 0.5656991032883526 -1.4415813985787953 0.034575330093503005 -0.3635011869728908 -0.9878847575491817 0.17177580219013627 -0.13754720042367582 5.812825838802383e-05 -0.090066483244299875 -0.99253291622244422 0.0013825095957145097 -1.1490461495693844 0.0037779982667416338 0.03618843853473664 -0.057803598232567303 -0.12293835729360579 -0.2760853187146462 -0.073750404534859162 -0.011680724887207864 0.026437546126544479 0.37668413446226628 -0.4786513863113035 0.1137022227048874 0.014420307118219705 0.015028090681880714 -0.0025873657167632563 0.032204570248723037 -0.99853869071012002 0.00014532443310599777 -0.26258988339880313 -0.00060238448110306578 -0.31491104206361259 -0.22412236497779334 0.0059681836274217319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 28 4 20 6 7 10 30 -5 18 -12 13 -10 15 16 -6 -18 33 -16 21 29 24 -24 25 -22 -14 -11 -1 -2 31 -7 -19 34 -4
right_child=1 -3 5 9 14 8 -8 -9 12 27 11 -13 26 -15 19 -17 17 32 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.12001729732644924 0.050360364735107493 -0.031506791340193817 0.02640973517767993 0.00648318453744735 -0.014526746815795589 0.024578877607590699 0.010337334143970821 0.066918628562345692 0.075600625103572017 -0.039814342412381389 0.090153078283042351 0.012109170972085394 0.019746065766730925 -0.0094070818706205456 0.046486481854438669 -0.025815808655986906 0.079618280754338355 -0.094757042064155139 0.05938579426001539 0.00033541251207795805 0.084615660026358175 -0.097774203661474504 0.049587998085634521 0.1582864458941193 0.080966400210462072 -0.0028793747177760782 0.0044942994167970485 -0.013691018812315492 -0.024027281510916317 0.0058188820709590928 0.033358273296687016 -0.066948571893758177 0.0086995681213641613 -0.047433466228985477 -0.050251370057292716
leaf_weight=0.61503075528889928 2.2921130291360958 43.283372212990798 9.5390901677310449 11.688386128866112 18.803483146097282 4.9481433698674664 13.431598231716633 7.3587788084114463 2.5105586356658018 6.8656433909200123 2.7303308542468576 1.7059229859441982 29.013568662856414 1.298319952416932 2.4837625119253088 19.289421630237484 1.3717628478771065 0.3936321796500114 2.7030095788359167 19.954421216185438 0.69305431278189633 0.50356630427995597 2.6931355693959618 0.53112232341663901 1.0564163691597057 5.2648093889292795 56.992313566530356 92.730912714054284 1.6042569635319512 19.675651402296353 22.088465838809498 1.380453302408571 9.4270596473943424 1.0119516805571045 1.0624557893606841
leaf_count=55 201 15665 885 2484 2627 342 1310 597 192 1573 168 225 4114 141 401 3233 158 44 234 3679 117 90 379 66 107 832 8524 23261 192 2871 1474 93 1510 89 85
internal_value=0 -0.0108053 0.0179347 -0.00665161 0.000309089 0.0188991 0.0305779 0.0409895 0.0149931 -0.0131838 0.0308147 0.060142 0.0112079 0.0466243 -0.00690208 -0.0125229 -0.00397468 0.013753 0.021727 0.00544404 0.0161212 0.00804074 0.0338559 0.0674936 0.0183936 0.00729857 0.00963939 -0.0154918 -0.050629 0.0104663 0.0269568 0.00461404 0.00455283 0.012962 0.018727
internal_weight=0 259.002 159.994 215.718 104.433 157.775 39.5431 26.1115 118.232 111.285 18.7528 4.43625 89.8148 3.80888 71.7235 49.2854 29.9959 11.1925 14.3165 22.4382 32.7099 22.4713 10.2385 3.22426 7.01428 5.95786 86.0059 99.5966 2.21929 21.9678 28.4171 6.3286 9.82069 11.6135 10.6015
internal_count=78018 59298 18720 43633 16315 18473 3593 2283 14880 27318 1686 393 12971 333 11652 7572 4339 1712 1293 4080 4663 3162 1501 445 1056 949 12638 24834 247 3072 1909 435 1554 1059 970
shrinkage=0.1


Tree=39
num_leaves=36
num_cat=0
split_feature=3 3 1 3 10 10 3 4 10 14 14 4 10 10 8 10 10 10 8 13 10 8 10 8 4 4 3 10 2 8 13 10 2 14 3
split_gain=7.31377 1.53631 1.19617 1.00757 0.696363 0.667062 1.44711 0.859856 0.78226 0.750417 0.763899 0.686034 0.629232 0.557614 0.519919 0.590349 1.78311 0.601566 0.584584 0.565005 0.908084 0.530858 0.505627 0.492989 0.508322 0.652752 0.490081 0.450312 0.581787 0.450775 0.443374 0.440914 0.440607 0.467504 0.434178
threshold=-0.020724614345454025 -0.47186091751791531 0.001224918232765049 0.98101516837414249 -0.19654991179956058 -0.064134435147574317 -0.89131407541935903 -0.30489003658294672 0.033601362865814735 0.13649341813303814 -0.16045458503216523 -0.083763480186462388 0.11317108728890564 0.011232844138363661 0.25671438689292619 -0.19703665321458777 -0.19654991179956058 -0.10369817299800711 -0.026909151878091921 -0.0036466524068032437 0.044893668044997691 1.0000000180025095e-35 1.1518723172276155 -0.044105107921852495 0.0086808216292411106 0.044099768623709686 -0.87133673606149376 0.32487507875434224 0.0057525609154254207 -0.28399319051746746 -0.0032893716782999394 -0.2023359070940936 0.00018425950111122805 0.2476677273049657 -0.0087164770811796171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 14 -3 11 7 -7 26 10 -9 -1 -2 32 15 18 -17 21 -4 20 -19 -18 -16 24 -11 -26 -8 -15 29 -29 -31 -13 -6 -34 -23
right_child=2 4 3 -5 13 6 8 9 -10 23 -12 31 -14 27 22 16 17 19 -20 -21 -22 34 -24 -25 25 -27 -28 28 -30 30 -32 -33 33 -35 -36
leaf_value=-0.026869754548623333 0.0047214846389706695 0.015738803568285588 -0.060951741857490777 -0.045668504388079956 0.015706565545891914 -0.038077693180254751 -0.052362346039321155 0.059754874592635614 0.041950353202640102 0.059813497453763624 0.0082742365852271609 0.05924107810053917 0.06846413877537777 0.025431264942732363 -0.028516294510912754 0.061787328895231641 -0.060258216469666205 0.014311737926073435 -0.019476030135732847 -0.014807149420733962 -0.033101499581873306 0.06406310040517868 -0.10743363128812639 0.092430102097030023 -0.028521667497357642 0.046103738470796504 0.0039358785411146386 0.11074997461077821 -0.014921215176938417 -0.067295789923065397 0.047160311260085269 0.012708612359295513 -0.0061378464771717984 -0.029121946639115045 -0.024425238547139069
leaf_weight=4.3453628471470429 5.9673037430038658 26.701802859766758 4.7199831812758957 12.335917801803587 6.7891616731940294 1.3913159217336204 1.6769921288942047 4.1513271920484831 5.4535758292331584 11.604809099357228 9.4294232341089792 2.0921187822605125 2.0914010894630337 10.580506148653514 15.455009786899609 3.2666417970322064 4.6137970693816888 17.529605982184879 12.135721074315368 68.117038461019547 5.2490846467262591 0.59109648826415551 0.85688118613325137 2.9217462395026841 1.7039669570804097 3.7553825859722565 19.832340767163259 0.66793801123276386 8.8921148817171325 0.48172322812024515 1.1379377695848221 76.323466674803058 38.293157342151972 11.509666795755036 8.9541231546900217
leaf_count=507 724 3881 1037 4576 678 178 250 580 700 1159 1411 676 208 1846 4709 813 1073 4399 3467 18577 1291 95 150 255 217 443 3107 44 1400 49 152 7403 7198 2220 2545
internal_value=0 0.0109967 -0.0162916 -0.0182591 0.00179226 0.0176801 0.0255302 0.038956 0.00812323 0.042149 0.0240107 0.0118068 0.021264 -0.00296062 -0.0158694 -0.0136811 -0.0109721 -0.0132345 -0.0310902 -0.0102479 0.00338591 -0.0324075 -0.0326619 0.0544743 0.0479755 0.0228117 -0.000453457 0.010644 -0.00335066 0.0416252 0.0131185 0.0139501 -0.00819174 -0.0114496 -0.0189455
internal_weight=0 249.736 161.884 153.825 105.054 144.682 61.9209 34.958 26.9629 33.5667 13.5808 82.7609 8.0587 78.3522 141.489 125.177 108.321 105.055 16.8557 90.8957 22.7787 14.159 16.3119 19.9859 17.0642 5.45935 21.5093 21.7602 11.1797 2.2876 1.61966 78.4156 56.592 49.8028 9.54522
internal_count=78018 34354 43664 42732 17468 16886 8300 4243 4057 4065 1991 8586 932 13587 38156 33297 28793 27980 4504 24267 5690 3713 4859 2074 1819 660 3357 3491 1645 245 201 8079 10096 9418 2640
shrinkage=0.1


Tree=40
num_leaves=36
num_cat=0
split_feature=3 3 15 15 6 13 6 11 6 3 11 9 3 6 6 3 11 6 6 9 6 6 14 15 9 9 14 10 3 11 9 9 13 10 9
split_gain=5.92783 2.13396 0.926068 0.832613 0.951511 0.698758 0.668942 0.655233 0.652248 0.666535 0.63177 0.589392 1.37424 1.33249 1.17303 0.936949 0.663605 0.588998 0.578856 0.558914 0.545689 0.543104 0.528351 0.496591 0.480618 0.472611 0.452294 0.451983 0.446447 0.437416 0.424099 0.41931 0.467602 0.512861 0.460727
threshold=-0.32123034540563816 0.095689574256539359 1.2991545835695379 -0.99398084221652139 -0.282840960067751 0.0048663171802396663 -0.3635011869728908 -0.002219747134050033 -1.4415813985787953 -0.99683212025320234 -0.00094487816964761444 -0.52040056262339207 -0.93951731995912258 -0.16635472650467828 -0.77692980920851051 -0.96215867717546633 -0.0084551649411941428 -0.8083536783286186 -1.1490461495693844 0.14308863711015263 -0.96581243593603372 1.5523764141116239 -0.46712038089947455 -0.14439618321171188 0.85933753672018376 -0.52506896952493565 -0.7072553927920352 -0.21161146349930032 -0.7353089794050901 0.0066626613653776147 0.85615503593196896 0.85615503593196896 0.00089045645693183978 0.34582104212711046 0.67151711548697357
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 7 10 -3 -5 26 20 12 13 29 -14 16 19 23 -17 -13 -2 22 -16 -12 31 -7 -10 -20 -24 -11 -19 32 33 34 -8
right_child=1 5 -4 8 -6 25 24 -9 9 11 17 15 14 -15 21 18 -18 30 27 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.078618988670952752 -0.050183654815740331 -0.0041683226965643213 -0.061374420375378172 -0.037917740053101515 0.0068476099394111541 0.050871669665627534 -0.012038403182059962 -0.025719852394520844 0.10843215372827848 0.02745626413120358 -0.047181995406589371 0.020879475601658384 -0.094849287523297923 -0.06099144998228654 0.054278728796030518 0.055835153929696707 0.042932606637760801 0.011586442917142612 0.060769754872114716 -0.057328108872356578 -0.0008250162522287917 -0.048573207173633587 -0.0087097485543064634 0.055184024127902978 0.025037696756782198 -0.045395367918922687 0.034873395483750541 0.0096255408162289769 0.039781920395028189 -0.036477978026917504 -0.062313569796998258 -0.022918951757537481 0.0024629053937312274 -0.043580576968062633 0.021088364494642475
leaf_weight=1.9151197110913925 2.4887379333813469 21.356163167911291 1.5588767160661507 2.0916519337042692 4.073036497924476 0.52796952775679429 45.968636024328589 41.560777554375818 0.8980001654708748 3.9031107297632843 0.5238934471271931 13.568249212359657 0.81889857631176788 5.2222437842865492 6.3129423377104086 2.9962328626716035 22.863394288593554 23.334952053366582 1.7734613564825839 0.9797780505614363 22.397262371927354 0.86934123490937132 3.8615332662593551 4.96615402826865 4.3780545032350338 14.962463795578513 12.086465613501785 67.318266927046352 3.7350037042633617 1.474319615634158 0.80329940747469564 17.560557491611689 38.011706295685144 4.6898743113270021 4.6204105897922991
leaf_count=222 378 6477 146 260 384 182 10201 14394 45 239 122 1514 85 452 563 270 2707 4300 562 124 4156 101 322 858 616 5066 1059 9831 362 131 110 2525 7973 843 628
internal_value=0 -0.00944435 0.0153206 0.0160832 -0.0204861 -0.0230887 -0.00314179 -0.0184045 0.0175356 0.0183158 0.00598512 0.0162446 0.00277069 -0.0250128 0.0216514 0.0194682 0.0323087 0.0158513 0.0128044 0.0156124 -0.00576115 0.0281067 0.0328992 0.0454156 -0.00745968 -0.0421142 0.0399607 0.0109383 0.0151322 0.00992754 0.00912712 -0.00874316 -0.00607478 -0.0119456 -0.00901286
internal_weight=0 248.151 158.32 156.761 5.98816 78.4074 169.744 62.9169 150.773 148.681 54.5143 135.697 26.1974 10.5997 15.5977 109.499 37.4114 29.6283 72.088 14.548 24.886 14.7788 13.9095 5.49005 115.229 15.4904 12.9845 69.0917 7.59654 5.37743 24.1383 110.851 93.2906 55.2789 50.589
internal_count=78208 58829 19379 19233 606 26119 32710 20871 18627 18367 9924 17263 2255 822 1433 15008 4345 5390 10663 1638 4534 1348 1247 980 22786 5248 1104 10393 684 370 4410 22170 19645 11672 10829
shrinkage=0.1


Tree=41
num_leaves=36
num_cat=0
split_feature=2 2 10 1 6 10 0 10 11 6 6 13 10 13 7 1 2 6 13 0 7 6 11 2 6 11 10 2 10 13 10 13 7 10 13
split_gain=4.96868 2.2101 1.17079 1.05579 0.810101 0.717618 0.654445 0.699843 0.64742 0.798573 0.659443 0.545821 0.538571 0.539711 0.512801 0.481499 0.473213 0.472415 0.455848 0.405694 0.396003 0.381521 0.415319 0.361289 0.359784 0.342317 0.336344 0.690471 0.554678 0.479711 0.376256 0.308602 0.307801 0.306585 0.322982
threshold=0.00083031709073111426 0.79395911097526561 -0.063758888514185152 0.057357098907232291 -0.2356508642017402 -0.073339056407415656 0.032204570248723037 -0.032252128478772894 0.0032714050433270037 0.40392696314328197 0.45847230993514348 -0.0038867748340269477 -0.19654991179956058 -0.0068030553961651854 -0.16235410217151355 0.0025236585643142466 4.3101383653265665e-06 -0.15053792907477451 0.0036540294145275955 1.4815107533650009e-05 -0.58511867126312467 -0.096909085532741246 0.0014911927109708847 0.0087389298714697378 -0.20603039711523516 -0.0091942875969012964 0.013177661523677159 0.011373485904186966 0.85115835285641117 0.0021853701383410177 -0.19272539790699578 -0.0029579190027436398 -0.12429819614911815 0.016570478971207735 -0.0021803757547734603
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 15 25 7 -5 9 19 -11 -1 14 -14 -6 -2 32 24 -8 -4 -18 -19 -23 -9 -16 -3 30 -28 -29 -30 -17 -24 -13 34 -12
right_child=1 5 8 6 12 -7 18 23 -10 10 33 16 13 -15 17 26 20 21 -20 -21 -22 22 31 -25 -26 -27 27 28 29 -31 -32 -33 -34 -35 -36
leaf_value=0.022897294776241139 0.02537693046722285 0.02603907304694111 0.065521081959010366 -0.0043867860471785937 0.033715001839378735 -0.045721255479024489 -0.0061656067933789317 0.023698226535097358 0.054135804815462707 -0.082498124830178543 0.027352907557777129 0.072990821486390633 0.016975026461625645 -0.011719231996257781 0.020621309766857641 0.016693703605690099 0.050096410375253975 0.05919348300913499 -0.023014203596297203 0.029080973869160767 -0.0014405839128694177 -0.019263214919515961 0.047522335177365635 -0.085903020851899409 -0.084149596952498948 -0.021141912454128907 0.059617931448895413 0.017790968079770108 -0.003370091850612586 -0.090205203528120032 -0.009817036571420008 0.0021213103408024583 0.01792589976310623 0.078856259281526592 -0.008940192192428368
leaf_weight=21.383644352725241 16.458552624171716 1.7603220675082418 3.5580082726955906 2.5046772834612057 6.2258427141641759 17.18578481244549 80.611686554377229 0.33516431407770086 8.9699999061340332 0.84404922561952744 4.0190746091539022 1.3528920155949888 7.3467301824566666 60.824682106191176 0.46929956483654667 7.626689023745711 1.5449812395963807 1.2105585735989741 20.052568798688299 21.619478857803188 42.62353282757249 5.7790296386228803 2.2479074185830532 2.9301907069602748 1.086786701518579 12.163911408351851 3.0238154496182679 9.7326534565945604 1.9117675889283412 0.95349406264722336 17.961560546085824 4.4828164405334983 4.065996609395369 0.5980621312955926 6.2890151023602794
leaf_count=1984 1883 649 279 746 952 6885 21244 66 988 111 421 72 1385 11880 92 1475 128 181 5499 2717 3853 993 334 547 176 4492 390 1748 292 131 3698 755 214 105 843
internal_value=0 -0.0068941 0.0175918 -0.00381024 0.00167176 -0.0320503 -0.0113992 -0.0441517 0.030038 0.0241845 0.00265841 0.00954274 -0.00427448 -0.0086269 0.00952454 0.0109181 0.00378384 -0.000334198 -0.00952189 0.0342306 0.000362141 0.00558805 0.000400693 -0.0746533 -0.0525518 -0.0151772 0.00514347 0.0167058 0.00640585 -0.0322669 -0.0019154 0.0172842 0.0316735 0.00924885 0.00521031
internal_weight=0 284.886 116.869 253.776 147.342 31.11 106.434 5.77003 45.8977 36.9277 11.7502 70.971 89.6737 68.1714 21.5022 57.6685 49.5874 15.2764 100.664 25.1775 44.1685 13.7203 12.5098 3.26536 1.55609 13.9242 41.21 15.6217 12.5979 2.86526 25.5882 6.73072 5.41889 10.9062 10.3081
internal_count=78208 66493 11715 54467 26365 12026 28102 1359 5464 4476 1480 6251 16748 13265 3483 9617 4267 2531 26743 2996 3981 2263 2082 613 268 5141 7734 2561 2171 423 5173 1089 286 1369 1264
shrinkage=0.1


Tree=42
num_leaves=36
num_cat=0
split_feature=3 2 4 2 3 15 15 5 5 6 6 15 4 6 6 5 5 0 3 2 5 5 5 0 5 5 5 5 0 13 2 5 3 3 2
split_gain=5.3553 1.40996 1.15224 0.950064 0.825828 0.598339 0.538467 0.527215 1.05533 0.496198 0.481396 0.585209 0.508792 0.494426 0.422813 0.393355 0.538334 0.484152 0.488357 0.459488 0.580121 0.556285 0.432595 0.551413 0.348061 0.893001 0.750755 1.34113 0.631338 0.526515 0.64021 0.586201 0.449943 0.420304 0.753202
threshold=-0.020724614345454025 0.00031224759004544472 0.11900782957673074 0.044698717072606094 0.89240525975765206 0.20597467113071297 -1.0369895980553829 -0.010946817655127535 -0.0016953629338727209 -0.282840960067751 0.17177580219013627 -0.6238578376662669 0.30088998004794126 0.67830743449910402 -1.4415813985787953 -0.07683836389876296 -0.068891347944612602 0.013542965520173313 -0.98606406003818836 0.005056981462985278 0.0045897035542717306 0.27551944628640584 -0.023325977468922676 0.024932959116995338 -0.0011254103998650509 -0.00081780026348783608 -0.07683836389876296 -0.076839542186349738 0.063556298613548293 -0.0035702266743420212 0.022381642833352092 0.11067317911548376 -0.011388810351490973 0.019247701391577724 0.051404533907771117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 24 -5 9 -6 -9 -1 12 13 14 -12 -8 -3 -17 18 -18 20 -19 -22 23 -21 26 -26 27 32 -29 31 -31 -27 -2 -32 -35
right_child=2 15 3 5 7 -7 10 8 -10 -11 11 -13 -14 -15 -16 16 17 19 -20 22 21 -23 -24 -25 25 29 -28 28 -30 30 33 -33 -34 34 -36
leaf_value=-0.077220043595953677 0.032621305010791128 0.011248345306894472 -0.036465376663547863 0.045872091710459632 -0.049344141286799557 -0.06538044811761351 -0.025466996125760762 0.051535520548611449 -0.031692867083781016 0.0046348976375414691 0.026129814947845848 0.0085675721077368375 -0.042250338427521655 0.11281733732136441 0.030611615069462774 -0.061676501035998012 0.031813140539832509 0.0018390467066761102 -0.0086774374430998967 0.1093167174261345 0.057995261577516381 0.001590027907346367 -0.001467822286963328 0.011753726678713371 0.040234326025588761 0.016511129218891887 -0.028787586557160239 0.026792647222970919 0.1247201916846392 -0.052802155196161486 0.0063822157837812067 -0.025834152118156685 -0.018546226986209811 -0.065307254920098951 -0.012798439882044963
leaf_weight=1.0179356717417252 1.8519931082482859 46.774406803131569 2.2805492819898046 6.5892980090720812 11.213297124682869 0.52169741733814579 1.3840459535422258 1.7949904002307455 10.073416365208683 2.7178889791830434 1.9807876162230962 33.277978268561128 1.0231696936098149 0.98518376832362253 47.027298386823531 1.3872351430472907 3.1837392816669299 7.3968973571900269 46.256298928205069 0.80171974591212292 5.6355595761488058 2.5349624811497051 34.285743466687563 2.0881627904018387 3.6366538206348187 11.515541046232103 33.014601916580432 2.7873743582749735 0.86191712436266232 4.4199847450945517 8.9140902435974549 4.5651756365550673 23.856030233771889 3.0677177243051146 24.946620689574047
leaf_count=101 385 7758 381 1030 4637 115 158 777 3693 190 176 3174 139 66 4119 295 419 1496 7293 103 768 557 7238 444 888 2182 11487 545 261 798 1789 1229 6739 565 6213
internal_value=0 0.0095509 -0.0142576 0.019698 -0.0164341 0.0377101 0.0194948 -0.0337956 -0.0191053 -0.0176689 0.0211152 0.0123611 0.0275335 0.0549241 0.0290084 0.00363699 0.000199557 0.00103958 -0.00607001 0.00770394 0.0221276 0.0404951 0.00166399 0.0388199 -0.0131877 -0.00782107 -0.0184419 -0.00680734 0.0499219 -0.0108641 -0.0168354 0.00448967 -0.0148601 -0.0125305 -0.0185484
internal_weight=0 239.759 155.911 9.39154 146.519 7.111 89.4143 23.0817 11.8684 3.73582 85.6785 36.2439 49.4345 2.96597 48.4113 150.345 103.57 102.183 49.44 52.743 15.5674 8.17052 37.1756 2.88988 123.438 61.0658 62.3719 29.3573 3.64929 57.4291 41.3484 16.0807 25.708 36.9284 28.0143
internal_count=78208 34494 43714 1526 42188 1145 8123 9107 4470 291 7832 3416 4416 242 4277 26371 18613 18318 7712 10606 2821 1325 7785 547 33081 13664 19417 7930 806 12776 9365 3411 7124 8567 6778
shrinkage=0.1


Tree=43
num_leaves=36
num_cat=0
split_feature=3 3 1 9 6 8 3 9 7 3 9 8 11 9 9 10 7 10 10 7 11 11 1 3 6 10 6 10 10 8 11 7 6 8 3
split_gain=4.70402 1.28707 0.953217 0.731305 0.626838 0.572649 0.565163 1.16953 0.764418 0.631533 0.563887 0.938195 1.04018 0.535457 1.12465 0.500063 0.498877 0.500739 0.554088 0.634564 0.624668 0.494168 0.452895 0.538592 0.449308 0.438169 0.422854 0.574609 0.418574 0.654242 0.606413 0.42469 0.403214 0.436098 0.383544
threshold=-0.095048068673349903 0.5656991032883526 0.023419357836246494 -0.14761167783668788 -0.21228717295301347 0.14270690015974544 -0.98349309572949994 -0.33110332967144579 -0.23407988540258831 -0.99683212025320234 0.67151711548697357 0.091022622745726603 0.0089987708659941944 -0.53355871336626615 -0.53355938687138649 -0.18884525324214638 -0.081487047153935385 0.011232844138363661 -0.16658528957008947 -0.15905643457785335 -0.011680724887207864 -0.0055679781078605047 0.18136364966630938 0.020848844200372699 0.55051863441494608 0.80655077609221992 -0.59999927564660915 0.34576730228313979 0.80655077609221992 -0.13682080388222204 0.002880212092814559 -0.0017834198292885726 1.647468567365048 -0.060998493995691155 -0.35912303152144881
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -3 5 -2 7 8 9 -1 13 12 -12 14 -4 -9 17 18 19 -8 -21 -15 23 28 -22 -7 -19 34 29 30 -23 -30 33 -17 -28
right_child=1 3 10 -5 -6 25 16 15 -10 -11 11 -13 -14 21 -16 32 -18 26 -20 20 24 22 -24 -25 -26 -27 27 -29 31 -31 -32 -33 -34 -35 -36
leaf_value=0.090580006397524795 0.0217323545182132 -0.014505728581139125 -0.02198593702053608 -0.041867799711448606 -0.0057667733733238555 -0.0027023779967782599 0.028148890760084862 0.00093312572728642892 -0.025473177509396001 -0.0074735993103454655 0.029014196575385922 -0.030805297155648184 -0.034118816712161798 -0.032264347730923286 0.059438886917113479 0.031904977414465623 0.01320945108046355 0.060431231734901503 -0.0078088521150557633 -0.09241683727223958 0.030264194489613018 -0.10180881364203563 -0.0265687759567532 -0.020368246553619958 -0.075384507991233571 -0.089078575308021865 0.10162401426282663 -0.01869006200883359 -0.0081367209594582195 0.0050619194018816328 0.025204863051429074 0.10337945271328848 -0.028695698941137743 0.064984374231786338 0.01363703178644185
leaf_weight=1.2086197580210867 21.551077082112901 21.702474853605963 4.263316685159225 17.762416503057466 29.180823627844802 2.4310242261417438 10.016912963328648 4.8922601606172931 7.2672716475790349 1.4388135259505359 12.098307134685458 6.1467065265314877 3.3275137866439755 19.106904477601347 2.817234711488708 22.374848897270571 87.742601524339989 2.3870096149330493 40.129096350719919 0.92398446521838229 1.7066743481700535 1.1377945797867202 18.543400910057244 17.862371119168529 0.52680044110456936 0.77436260791728262 0.84760195394846993 2.9796304041228723 0.59294001731905155 18.035580434698204 0.56135103484848503 0.80534359102602937 0.94359290905413118 4.8490872342845313 1.1923642434558122
leaf_count=55 3227 7367 1132 8309 5294 431 1318 474 529 130 1903 1180 569 4942 724 2521 12298 316 6536 106 289 208 6207 5583 88 100 237 451 114 4470 141 125 116 488 230
internal_value=0 -0.0106544 -0.00664766 -0.0268209 0.00416276 0.0158668 0.0113109 0.0214098 -0.00871401 0.0372903 -0.0121851 0.00223157 0.0153957 -0.0158996 0.0104117 0.030444 0.00838745 0.00141833 -0.00196705 0.0158271 -0.0232634 -0.0183303 -0.0137032 -0.0075852 0.00534527 -0.0235693 0.0257821 0.00930504 0.00321948 -0.00052669 -0.059847 0.0560912 0.0355696 0.037797 0.0501955
internal_weight=0 198.701 159.236 39.4649 53.9373 24.7565 191.427 42.9745 9.9147 2.64743 105.299 21.5725 15.4258 83.7262 7.08055 33.0598 148.453 60.7101 53.3035 13.1744 3.15746 76.6457 57.5388 38.9954 2.23347 3.20539 7.40661 5.0196 21.133 19.7347 1.69915 1.39828 28.1675 27.2239 2.03997
internal_count=78208 52026 36350 15676 9052 3758 26182 4313 714 185 27298 3652 2472 23646 1856 3599 21869 9571 8337 1801 483 21790 16848 10641 377 531 1234 918 5058 4819 349 239 3125 3009 467
shrinkage=0.1


Tree=44
num_leaves=36
num_cat=0
split_feature=3 3 1 9 1 15 15 9 12 15 7 9 9 9 9 1 10 10 10 9 3 12 9 3 9 9 15 15 15 12 13 10 12 13 15
split_gain=4.51518 1.28325 0.865213 0.700916 0.689231 0.534862 0.510345 0.482695 0.527891 0.471651 0.457189 0.387845 0.668007 0.479873 1.27211 0.576788 0.498319 0.618224 0.465576 0.447845 0.448001 0.382226 0.365504 0.855911 0.598339 0.461641 0.441006 0.552349 0.40713 0.379251 0.397638 0.359095 0.35056 0.346081 0.345552
threshold=-0.18430426705162969 0.77927591674961161 0.0020579621195793156 -0.070788969417118264 1.6871215848368596e-05 -0.78851640113908605 0.47190253288127709 0.85628955194357415 -0.0069111923867057213 -0.81744228044857015 -0.052470250332903083 0.85615503593196896 0.56359437369206378 -0.1942085329469812 -0.19427050984044572 0.16309032589197162 -0.093511454463786628 -0.093510271562057171 0.0044908049362756839 -0.1834115209459041 0.090664776507765069 0.00064704356434251188 -0.26888428014136806 -0.88338973428471934 0.071150106999333398 -0.19008178473028559 -0.15682859289035408 -0.47831952490545204 -0.31058354247747705 0.003202182556801414 0.0037373658420841566 0.53465890056869025 0.001563234338798925 -0.0021803757547734603 0.26206145520530827
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 32 6 -2 9 8 31 -1 -9 12 13 14 16 19 -10 -18 -14 -15 -21 -12 29 25 -25 -24 27 -26 -29 -6 -31 -4 33 -3 -7
right_child=1 3 7 -5 22 34 -8 10 11 -11 21 -13 18 15 -16 -17 17 -19 -20 20 -22 -23 23 24 26 -27 -28 28 -30 30 -32 -33 -34 -35 -36
leaf_value=-0.030815619584005499 -0.073200922259743353 0.002737945975390042 -0.021996545506924814 -0.047235642091556583 -0.0024910464840024148 0.018071577899168318 -0.015943918225465533 -0.013036756208553081 -0.02107866548676814 0.045469530645891425 0.016815794864421956 -0.030448362623316894 0.053502712932679566 -0.054222872171062197 0.040558297147229395 -0.029118253343225077 0.023652437244797493 -0.012766166477711317 0.00440538495484432 -0.0028098878425985934 -0.031910709374855045 0.079928396325757115 0.0087756452800686179 0.017020311802286938 0.0026044244896884427 0.03110260181121155 0.0037661602785506012 -0.092114911082034456 -0.026691107936246419 0.023189637386998165 -0.015363468957688725 -0.078209315262436144 0.0018176564846430522 -0.038389341453580632 -0.0086136241305492002
leaf_weight=0.8704946069046845 0.75920472590951504 2.7886413591913906 21.359751777796195 12.330278701929272 35.388888757428504 20.961193128634481 1.8564582900144149 4.2754706662963144 16.124741521125543 11.754966241103828 4.5565803175995807 7.4912697627441949 2.7163519632522348 2.0612738760246421 6.3287352574989191 19.060255292501097 8.1451521611306816 10.897545835257915 6.683827591870795 40.675437224686902 6.0810469219068173 1.2155950243904952 13.338633967534404 26.051004038541578 4.3565291095874272 30.291520751583448 23.478407765636803 1.4025939520215613 2.955396565521367 13.713426116708435 3.3236755014222572 1.200281685712979 6.7271372319009961 7.6835473734390716 6.3143813347851383
leaf_count=62 99 1065 5380 5800 4244 2648 114 800 4328 826 770 1377 471 503 1366 6878 1567 3046 1199 9437 2581 229 1241 3606 874 4507 4426 260 633 1305 364 196 2405 2671 849
internal_value=0 -0.00966777 -0.00660719 -0.0290397 0.0121526 0.00958943 0.0330114 -0.00946525 -0.0108974 0.0402099 0.0117485 -0.00838 -0.00698811 -0.00918668 -0.000715066 -0.0143657 -0.00814262 0.0028112 0.0185929 -0.00860572 -0.00659468 0.030107 0.0101949 0.0136863 0.0057531 0.0242768 -0.00336449 -0.0225757 -0.0477474 0.00341035 0.0156685 -0.0249873 -0.015995 -0.0274375 0.0118939
internal_weight=0 216.438 186.908 29.5296 168.782 28.0348 14.4819 158.873 148.826 12.6255 10.0476 126.266 118.774 109.374 41.4962 67.878 35.1674 19.0427 9.40018 48.8178 46.7565 5.77218 154.3 101.874 58.2439 43.6302 32.1929 8.71452 4.35799 52.426 17.0371 22.56 17.1993 10.4722 27.2756
internal_count=78127 55665 43724 11941 22462 3596 1002 40128 38329 888 1799 32753 31376 29706 10307 19399 8941 4613 1670 12521 12018 999 21460 15547 9799 5748 6193 1767 893 5913 1669 5576 6141 3736 3497
shrinkage=0.1


Tree=45
num_leaves=36
num_cat=0
split_feature=3 4 3 3 10 4 4 15 15 4 12 12 15 12 11 15 12 10 6 10 10 11 10 11 6 15 4 4 10 0 4 3 10 15 15
split_gain=4.20386 1.23666 0.701922 0.614216 0.661811 0.694327 0.977531 0.679081 0.585579 0.547621 0.502515 0.539925 0.464866 0.458358 0.487619 0.623011 0.454098 0.441786 0.456228 0.3937 0.769621 0.533533 0.561114 0.525435 0.489178 0.386723 0.376794 1.11966 0.375617 0.372132 0.351295 0.578732 0.423454 0.36008 0.464329
threshold=-0.057803598232567303 0.0028560720384120945 0.89240525975765206 -0.98349309572949994 -0.092326432437564554 -0.040683944593183689 0.0034157133195549254 -0.1125868333554615 -0.99398084221652139 -8.3373971392575172e-05 0.0019991854959122992 0.0084527671914464871 -0.094940714901796314 0.010633985960047809 -0.0088027117864361657 -0.070323435188279895 -0.011547641125910479 -0.093511454463786628 0.094422149166337718 0.011138863658888673 -0.012467105921042601 -0.0062505319473515168 0.0027619061851254794 -0.022245587270481815 0.45847230993514348 -0.049361300653847737 -0.011166894808411596 -0.025987504981458184 -0.070827661981369375 0.0006628781557083131 0.011779127642512323 -0.64351534539309785 -0.063450637546599659 0.6919576764281461 0.29356333458268713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 5 -1 26 -6 10 -4 -5 -12 -9 14 15 -14 -2 18 -8 20 -18 -22 -23 -21 -24 -17 27 -7 -11 -10 -31 32 -32 34 -33
right_child=1 -3 9 8 7 6 17 12 29 28 11 -13 13 -15 -16 25 19 -19 -20 23 21 22 24 -25 -26 -27 -28 -29 -30 30 31 33 -34 -35 -36
leaf_value=-0.057883788773479154 -0.033559835732087782 0.0016212933234420264 -0.014120459118372036 -0.055818410475071495 0.063170180997583106 0.067198460660802359 -0.028571086903331513 -0.048155969850615127 0.015606564406795113 -0.030934860302338437 0.03742350144297521 -0.060268490447431301 0.07592685970053345 0.066702295883296681 0.029781310387649914 -0.076648930637484847 -0.011651904563921489 -0.055232452992133023 0.05853489110562006 0.025441407265389272 0.051453656513104608 0.053926516559694715 0.01017260625741326 -0.025162547178445179 -0.055870650856459703 -0.005052926954460947 0.043752024073009897 -0.044919906228816697 -0.067209647374853937 0.00078417654796786849 0.016344789165957871 0.0037121640992102754 0.051512485367107723 0.043691724927585218 -0.042753260907691548
leaf_weight=1.5975760062865472 10.29813731908507 51.246760518515657 7.9192598061017661 2.7234689366887315 5.0674081382967442 1.5681472559226679 1.5955419145175258 0.89503006510495353 44.982493223891652 5.9525935575584308 1.745149515452795 0.83711122191743914 0.73539016194990825 2.3789293305017045 12.980081801601036 1.0384681254217869 56.683178843260976 2.4362128989305338 0.9649363348216865 2.2243417781865018 3.3110621260129847 1.5578453565831276 2.9125664901075652 26.462976161707047 1.8238171337288802 2.7583421797317085 6.4856989537074679 2.0618015057116281 5.4846798307044056 73.374369220386143 11.488633715940525 17.475850925489802 4.8774864665756459 1.8876115374587232 2.4524356159672598
leaf_count=188 2462 12333 3705 375 591 108 210 102 4162 1981 188 92 97 184 1424 115 17992 223 178 390 548 288 563 6205 286 360 378 163 2144 12989 2096 3499 708 284 516
internal_value=0 -0.0114555 -0.0168325 0.00963204 0.0203211 0.00481079 0.0114384 0.0303459 0.0068209 -0.0343341 -0.0258516 0.00575394 0.0223438 0.025516 0.0199211 -0.0083181 -0.0136145 -0.0247488 0.00425549 -0.0114518 -0.00721635 0.0189589 0.00186516 -0.0212388 -0.0152584 -0.0246352 0.0293134 0.00351552 -0.0483302 0.00792831 0.00483223 0.0126114 0.0268256 0.00194797 -0.00200601
internal_weight=0 175.877 124.63 204.408 42.5636 16.7099 15.1123 25.8536 161.845 19.3565 5.30573 2.58226 20.7862 19.8912 17.5123 4.5322 105.274 4.99669 2.56048 94.9758 66.2885 9.60529 6.29423 28.6873 4.73638 3.79681 10.1156 3.62995 11.4373 156.539 111.556 38.182 16.3661 21.8159 19.9283
internal_count=78127 48897 36564 29230 4321 1448 1260 2873 24909 7830 655 280 2282 2180 1996 572 28734 611 388 26272 19677 1685 1137 6595 849 475 649 271 4125 24254 20092 7103 2804 4299 4015
shrinkage=0.1


Tree=46
num_leaves=36
num_cat=0
split_feature=1 8 10 1 5 8 10 6 12 1 6 6 11 11 8 6 10 10 5 5 4 10 8 11 8 11 11 5 5 4 10 8 10 12 6
split_gain=3.31848 0.708086 0.702452 0.627522 0.457709 0.451131 0.412421 0.409591 0.394089 0.392979 0.435778 0.899881 0.43491 0.373996 0.348333 0.311365 0.306165 0.82378 0.485189 0.544963 0.482221 0.434723 0.429066 0.419012 0.357302 0.324471 0.301046 0.331122 0.764982 0.292572 0.277802 0.329165 0.276201 0.275111 0.274702
threshold=0.023419357836246494 0.091022622745726603 -0.079410426628417685 0.0031005705241113905 0.45097591368765272 0.11414944503217003 0.011232844138363661 -0.79269369221596619 -0.0075726410773302453 6.5961164636973999e-06 0.063976151140401546 0.081854434131408735 -0.007412803130840361 -0.032601620786911305 -0.69410257688112653 0.074782971560839309 -0.19655848664908693 -0.19654991179956058 -0.014406056045202094 -0.085064623386955016 0.097903650254011168 -0.093511454463786628 -0.040989710227276717 -0.001395320781073109 -0.29139369674639753 0.043227969460821504 -0.032601620786911305 -0.01436983011459903 -0.00085607554002452974 0.037705400958657272 -0.20119305570330687 -0.025366387038853938 -0.073339056407415656 0.0014409816531612532 0.81559432234223395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 16 8 9 7 6 -5 -4 -3 32 14 15 13 -13 -11 -12 20 24 19 -19 22 29 -2 -22 -18 26 -23 -28 -29 -20 31 33 -1 -24 -7
right_child=1 2 4 5 -6 34 -8 -9 -10 10 11 12 -14 -15 -16 -17 17 18 21 -21 23 25 30 -25 -26 -27 27 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.010982011679387628 -0.048575996312074245 -0.030110095425693817 -0.061425647743099498 0.0003546093573030117 0.11191279781816715 -0.029623805022552116 0.021191386693441557 -0.026228039834462615 2.7079057124398083e-05 -0.056538972409427735 -0.038068344690909188 0.059913901782165338 0.013034419404810205 -0.0098371057410709707 0.018008621999755021 -0.14576460769373809 -0.053456804736111946 -0.0064950682752074737 -0.035549164722304794 -0.035178717432698035 -0.028703880539316603 0.049403971256090987 0.096321768751591486 0.067915314579014605 0.039120479795781316 -0.096833019501040979 0.021769405003501219 -0.035140028368197435 0.0020554320476487953 0.025374908791051049 -0.044730274917688842 -0.01048092263745324 0.048372819056246068 -0.027770940954220381 0.048544401410896068
leaf_weight=3.2035685604787432 5.0234574141068142 5.6236450677461134 3.7735210041137242 55.981007121903531 0.22708248283015464 5.9847778222247134 11.44025583723487 26.694630687674362 18.994280805811286 0.63318399689160187 0.61838209265260846 0.80770834797295066 36.099276623732294 15.923495835959327 62.139172497500113 0.47440251082298346 0.4507922651246189 18.038480545987117 5.3836711551120962 10.467177648672076 0.75266540302254714 1.2800755378120801 0.56277108044014124 1.1119600203528524 5.5441152887651688 0.3380525826360089 6.5095757051603789 6.2159018796228258 50.058875738386647 0.92343539730063628 1.9963345918513375 5.9660937076732798 5.1539160269167024 0.26174912597343791 0.48608942943974387
leaf_count=184 1255 1756 1248 10068 39 1519 2107 9960 6467 62 103 93 4368 1888 6730 44 52 5021 1534 3514 175 236 139 216 1083 62 2287 2621 10021 211 504 1861 424 75 200
internal_value=0 -0.0100693 -0.0194409 0.00877587 -0.0295331 0.00146959 0.00389026 -0.0305873 -0.00685737 0.013093 0.0115928 0.00499957 0.0068575 -0.00646984 0.0172567 -0.0848217 -0.00578117 -0.00383864 -0.00601374 -0.0170276 -0.0188193 -0.00157364 -0.0252641 0.0289145 0.032159 0.000880112 0.00139572 0.000416907 -0.00205304 -0.0266292 -0.0119369 -0.00229612 0.0340403 0.0569278 -0.0237518
internal_weight=0 176.198 55.3132 198.945 30.6952 73.8921 67.4213 30.4682 24.6179 125.053 116.696 53.9233 52.8305 16.7312 62.7724 1.09278 120.885 105.21 99.2152 28.5057 15.675 70.7096 13.8104 1.86463 5.99491 64.4025 64.0644 62.7844 56.2748 6.30711 8.78695 6.79061 8.35748 0.82452 6.47087
internal_count=78127 50337 19470 27790 11247 13894 12175 11208 8223 13896 13288 6496 6349 1981 6792 147 30867 26642 25507 8535 4225 16972 3834 391 1135 15227 15165 14929 12642 1745 2579 2075 608 214 1719
shrinkage=0.1


Tree=47
num_leaves=36
num_cat=0
split_feature=3 3 1 10 3 10 8 15 14 14 14 13 8 15 15 14 14 1 3 8 14 15 8 14 14 1 15 14 14 15 14 15 14 8 3
split_gain=3.78507 0.996369 0.645325 0.514685 0.449671 0.691487 0.492536 0.452057 0.433509 0.817572 0.411805 0.408422 0.403279 0.411445 0.403141 0.391985 0.761778 0.605274 0.401868 0.384911 0.380738 0.372291 0.550857 0.437839 0.568404 0.621723 0.378934 0.504168 0.48015 0.609028 0.454913 0.491769 0.359371 0.423611 0.380423
threshold=-0.18430426705162969 0.82589990046790274 0.028621735051274303 -0.074941985580189094 -0.9878847575491817 -0.06848783882484917 -0.03293046862391396 -0.99398084221652139 0.14145636447820725 0.11569107728457875 0.58840253211220428 0.013299379830289797 -0.20932647425231554 -0.66878276359026811 0.24540630334907632 -0.060341797233344666 -0.0060253073436138194 0.0167108653113246 0.082104158587753787 -0.039354252282326141 0.75109020408651428 0.7395601188335087 -0.15380997222379092 -0.8216383305814966 -0.33280580324418535 0.00010008605022449048 0.64776253599372935 -0.060341797233344666 -0.02021046535663179 -0.036886470579019968 -0.036709649161845423 -0.10187351382521696 -0.080245787814573769 0.077667961189924917 -0.081660714175086455
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 -3 5 10 8 20 9 -7 21 -9 13 -2 15 18 17 19 32 -17 -6 23 -23 -1 25 -25 27 -26 29 30 31 -29 34 -34 -14
right_child=1 3 -4 -5 7 6 -8 11 -10 -11 -12 -13 14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 26 -27 -28 28 -30 -31 -32 -33 33 -35 -36
leaf_value=0.076113363026612535 -0.063127822730631208 -0.01178049449299051 -0.01123369162813388 -0.040269566857141982 -0.0079659366914676052 0.021701770542397185 0.084090086027053298 0.010645777595822841 0.045478817695574034 -0.10978325247828158 -0.042825552981498101 -0.026023050884471457 -0.023914033246449525 0.026955897403294234 -0.016730580223002302 0.07557522726081406 -0.001616709267064321 -0.018457965267751609 -0.052301455959303335 0.028637169963776452 -0.079749571803972491 0.011143714441514945 -0.095191454266708372 0.033169878838185361 0.04704145531858353 -0.065125000665056942 0.091899854341028014 -0.081011193940635592 0.03263912658369602 -0.069301034423116969 0.068558453145107792 0.011737813465753004 -0.019735561894293374 -0.12631498847893743 0.010090643044626651
leaf_weight=1.2154233091278062 0.54113665292970736 11.491532088573878 110.90486754718222 14.149573491436966 3.9472319151973343 4.2721963683070481 2.0053791570026069 118.84363928497623 7.6468389682158886 0.53176751104183484 1.3909210557176255 3.1171620347013222 4.3353730543312912 8.0403814811143075 14.102094278234288 2.8285593723267084 17.380044754929266 1.7738244945139738 1.8192451080249146 4.569345945506937 0.90904610406141717 1.3979681771015751 0.74776068452047084 1.0379205933422864 4.1571943954113584 1.6932359037455169 0.73710223310627121 0.77313374518417344 3.6993307234078943 1.4594450714939737 0.90511364814301476 2.1937809318187647 2.3397712756705 0.44363286277803116 13.643410727265289
leaf_count=55 72 4489 31735 6527 477 634 201 17522 773 63 114 641 679 1085 2832 415 3372 402 508 747 125 100 79 51 422 172 39 60 421 184 115 214 404 57 2341
internal_value=0 -0.00904188 -0.00645144 -0.0275017 0.0113131 0.0211994 0.038097 0.00851719 0.0306891 0.00714723 0.00978916 0.00970857 0.000933658 0.0212754 -0.00182687 0.00245076 0.0106879 0.0340046 -0.00723465 0.0465837 -0.0214031 0.0134451 -0.0259128 0.0181706 0.0139424 -0.02777 0.0221236 0.0182236 0.00495778 -0.0142494 0.0065007 -0.0124312 -0.00328577 -0.0367227 0.00189081
internal_weight=0 208.363 182.722 25.6411 162.682 35.8645 14.4562 126.817 12.4508 4.80396 21.4083 121.961 71.8168 8.58152 63.2353 49.1332 26.5518 9.17173 22.5814 7.39791 4.85628 20.0174 2.14573 17.8717 16.6563 2.73116 13.9251 13.188 9.0308 5.33147 3.87203 2.96691 20.7622 2.7834 17.9788
internal_count=78127 55665 44649 11016 22462 3697 1671 18765 1470 697 2026 18163 12914 1157 11757 8925 4936 1564 3989 1162 602 1912 179 1733 1678 223 1455 1416 994 573 389 274 3481 461 3020
shrinkage=0.1


Tree=48
num_leaves=36
num_cat=0
split_feature=3 3 4 3 2 8 4 13 13 7 8 2 3 8 2 4 13 8 7 7 1 7 7 3 13 12 12 7 4 4 13 7 12 3 7
split_gain=3.42807 1.11801 0.536907 0.476778 0.439494 0.438479 0.396611 0.34939 0.319075 0.6466 0.374546 0.296989 0.679736 0.316886 0.294657 0.353753 0.379308 0.293587 0.454529 0.27718 0.269168 0.265252 0.258788 0.254404 0.253727 0.247778 0.303229 0.269321 0.271545 0.533547 0.281456 0.242467 0.239986 0.22524 0.223753
threshold=-0.37538511422462756 0.5656991032883526 0.00023861730733187872 -0.18430426705162969 0.00031224759004544472 -0.098465703340004471 -0.037107283249497407 0.0019072480623649162 -0.0075315641339566862 0.13821907381358034 -0.24422874482702703 0.032290490344166763 0.020848844200372699 0.20559937588197183 0.00076524610631167899 -0.00055089779198169697 -0.0021803757547734603 -0.20932647425231554 -0.31438591420514084 -0.2251238877602118 1.6871215848368596e-05 -0.61956669779314422 0.067793064873591838 0.99684846306433894 0.00030371423752938257 0.0091080231487869704 0.0033647331370086618 0.18741005262524615 -0.0017230985686182974 0.0039202980697155007 0.0010825613383797612 0.24543707580870114 0.0012562377325243078 -0.17250027367845175 -0.058623516112069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 5 8 -2 23 9 10 -1 12 14 -13 15 16 -5 18 -4 -7 -6 33 -18 32 -22 26 27 28 -21 -30 -31 -15 -3 -19 -25
right_child=1 7 17 11 20 19 -8 -9 -10 -11 -12 13 -14 31 -16 -17 22 21 -20 25 24 -23 -24 34 -26 -27 -28 -29 29 30 -32 -33 -34 -35 -36
leaf_value=-0.0042474923130392042 0.042868648703830975 -0.019795843721965935 -0.047964480420994209 0.034382982694193057 0.050462564012342115 0.058991104854407755 -0.0011222829500972733 -0.035469976770052085 0.0095009974616612515 0.083832239387621535 0.03799807490246964 -0.0050609066339516841 -0.085423371427335831 -0.033933779360486818 -0.020427328403108819 0.054006124648028564 -0.077062102897119622 -0.015469117718850626 0.026381341380286312 0.035765598568367092 0.011319450664546635 -0.0016194675438888863 -0.0033550897935845864 0.052354038012132689 -0.0015451690577143529 -0.006184840797286404 0.055737546805157828 0.076123173143050227 -0.043124682082538633 0.037406685534445649 -0.02365847861051875 0.027385531068860932 0.0034478294191741705 0.050064253845497099 -0.060920705899499154
leaf_weight=4.0805395199276964 2.8683916701265844 13.510924349184284 0.91775855196465261 1.1926076348172501 1.3518952791637264 2.8863394482177709 7.1783558221795811 14.542202942833681 45.648124537121475 1.779784389247651 4.3209902974922434 55.976367861145263 1.4919287778320711 6.2772275850147699 24.631835727435828 1.2011314227711469 0.88636375433998194 0.73742501391097937 7.9089538992993749 4.6918881271940354 33.066641452394833 77.143859069670725 1.0297721994575111 0.19335689020954316 28.583576806282508 2.1581136459717518 3.517966196202905 0.85601831041276533 1.7316634637536461 3.1797563785949023 0.98971779769635748 0.71867697565176047 6.6176524764669002 1.816133088141213 1.7769772061801619
leaf_count=412 468 5718 163 156 127 288 1266 6237 4477 125 427 14900 315 1857 5188 123 140 126 1150 438 6068 17371 122 88 5019 168 312 55 137 324 114 295 2889 364 727
internal_value=0 -0.0074254 -0.00437028 -0.00926227 0.0124957 0.0176236 0.0114373 -0.0234323 0.0130713 0.0290788 0.0174798 -0.0114887 -0.0195998 -0.00756873 -0.0162067 0.00791527 -0.00989295 0.00134667 0.0186512 0.0303239 0.0063228 -0.000569855 -0.0374504 -0.015511 0.00535488 0.0254922 0.0300598 0.0221698 0.0178098 0.00353347 0.0229115 -0.0276346 -0.012154 0.0311393 -0.0498046
internal_weight=0 228.618 191.977 103.453 138.843 75.8409 10.0467 36.6411 55.8294 10.1813 8.40153 93.4059 30.4336 62.9723 28.9417 4.30988 3.10874 88.5241 8.82671 20.0115 63.0021 79.6974 1.91614 22.0989 61.6502 17.1251 14.967 11.449 10.593 5.90114 4.16947 6.9959 20.1286 2.55356 1.97033
internal_count=78154 59663 44004 24830 18491 7277 1734 15659 5441 964 839 23096 6044 17052 5729 541 418 19174 1313 1836 11214 17861 262 9422 11087 1548 1380 1068 1013 575 438 2152 8607 490 815
shrinkage=0.1


Tree=49
num_leaves=36
num_cat=0
split_feature=3 3 1 9 2 3 2 3 14 11 1 14 9 3 15 11 9 2 9 14 14 9 9 9 2 3 15 1 2 14 15 13 13 14 15
split_gain=3.02881 1.02402 0.579438 0.544309 0.790389 0.735395 0.618127 0.548644 1.40736 0.485682 0.477433 0.448287 0.430298 0.430775 0.415302 0.430274 0.403956 0.884019 0.605737 0.558144 0.408181 0.396995 0.450247 0.653521 0.406674 0.474844 0.391855 0.355321 0.348098 0.387179 0.364095 0.375724 0.347956 0.346571 0.432886
threshold=-0.37538511422462756 0.37668413446226628 0.032817494124174125 -0.52040056262339207 0.021008159965276722 -0.93951731995912258 1.5371959307231012e-05 -0.99683212025320234 -0.29720525439844458 -0.038342232022010106 0.00014532443310599777 -0.036709649161845423 -0.49560914571653086 0.98379520224989403 -1.0369895980553829 -0.0084551649411941428 0.85615503593196896 0.00020529367611743512 0.85628955194357415 -0.77815198080365333 -0.9547241745744407 0.85628955194357415 -0.53355871336626615 -0.53355938687138649 0.14280173182487491 0.078354675701120882 -1.1989712392737808 0.2423197999596596 5.812825838802383e-05 0.92264331158787183 0.50298940930286851 -0.0040501104524086028 0.0017985965135415246 -0.60756555344985674 -0.06386508356682373
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 14 7 -7 8 -1 -2 -8 -10 -3 32 26 -16 -11 -18 19 20 -19 22 23 -4 25 27 -5 -23 -17 30 -30 -32 33 34 -14
right_child=1 12 21 4 -6 6 10 -9 11 16 -12 -13 13 -15 15 28 17 18 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31 31 -33 -34 -35 -36
leaf_value=0.075568229190173003 0.057314376413065388 -0.00063900406057608612 -0.018763182808179027 0.012173680604281555 -0.01894556723503937 0.059587149654163035 -0.065339400111376678 -0.027182153874025412 -0.090039711215284104 0.0041337416511256003 0.011277783181673429 0.0049060104364921815 0.21934257628563097 -0.046783542394432012 0.0091546324246454657 0.033905712712198388 0.09505422141879899 -0.016715861995017064 0.043278840277674688 -0.032086668202946929 0.099886092388059594 0.034450782395687579 -0.013394118582718578 0.041139196241242702 0.042369791615092252 -0.070559807381994563 -0.091099775078675532 -0.03111733831607327 0.019594690774640738 0.055904200663571352 0.037099882249572738 -0.021158583081498955 -0.032674816196407629 -0.012956253594370788 0.018042701913412385
leaf_weight=1.9904592915845571 1.5595286549651053 8.4904294159787224 3.4818184918840416 0.8017540208529681 6.3565188882494104 2.6032148324884501 0.86778718745335837 11.055466222518591 1.0114576750493141 72.663710401349817 12.957208138133863 0.97823729075025667 0.13880845124367625 7.6078989127472587 34.120269672646828 20.233182052697885 0.71280633099377055 0.62434541014954448 1.4122811131819606 12.06316069816239 0.57830263534560689 2.269302296248497 78.408097378101957 3.8187569844303644 2.8763180820387788 0.90415972069604311 0.67819090775446855 1.2999202152714131 35.054520711273653 2.5426248035510062 1.4617538788006639 4.5615009059692957 11.949238570683518 14.757679079550146 0.46368538562091899
leaf_count=88 232 2768 990 75 1541 104 53 991 68 13338 1383 69 79 3584 4675 1835 72 106 206 1787 81 347 22251 900 593 136 111 204 6168 358 224 748 5170 6608 211
internal_value=0 -0.00702371 -0.00374299 0.0118074 0.0152411 0.000259918 0.0148857 -0.0157205 0.0161158 0.00199628 0.00646856 -0.0433595 -0.0208299 -0.0257395 0.0174262 0.0182204 0.00101654 -0.0137004 -0.0189818 -0.0256101 0.0393531 -0.00926984 -0.0111825 0.0125703 0.0130347 -0.00582739 -0.0351518 0.0105707 0.0230647 0.0180361 0.0156921 -0.00702012 -0.0198771 -0.00992121 0.0644202
internal_weight=0 226.08 182.673 137.274 105.81 31.4638 16.4282 15.0356 3.98015 89.6141 13.825 1.98969 43.4077 34.9173 99.4538 97.9739 88.0546 15.3909 14.6781 13.2658 1.20265 93.0584 85.7087 7.30058 7.3497 4.47338 1.47994 3.56922 63.8536 43.6204 41.0778 6.02325 27.3094 15.3602 0.602494
internal_count=78154 59663 41243 18491 15735 2756 1540 1216 225 15822 1436 137 18420 15652 14194 14008 15590 2252 2180 1974 187 25421 24141 1890 1280 687 186 551 9333 7498 7140 972 12068 6898 290
shrinkage=0.1


Tree=50
num_leaves=36
num_cat=0
split_feature=3 3 9 3 9 11 6 5 0 6 6 10 13 5 5 5 5 5 11 9 11 0 3 6 0 13 3 10 6 0 0 11 13 9 3
split_gain=2.95577 0.665422 0.56228 0.544644 1.0962 0.70248 0.597291 0.500478 0.480587 0.476335 0.475339 0.468152 0.46343 0.543064 0.457728 0.805939 1.3004 0.473373 0.572004 0.452418 0.589633 0.451361 0.411261 0.404701 0.428656 0.403057 0.392887 0.375381 0.371662 0.366803 0.336914 0.333489 0.284464 0.390627 0.27984
threshold=-0.057803598232567303 0.77927591674961161 -0.49560914571653086 -0.7775844985153525 -0.19319624174473052 0.0092100057868520022 0.34915911021074914 -0.0019637901175478391 0.0003512799739837647 -1.4415813985787953 -1.0905653671198456 -0.089288499891768611 -0.0058951307410455558 -0.015065699503854424 -0.0011254103998650509 -0.07683836389876296 -0.076839542186349738 -0.00081780026348783608 -0.019353005714232527 0.10547154235218058 -0.0024987116107881217 0.0048436149954795846 -0.93951731995912258 0.55051863441494608 0.9407382905483247 -0.0027632676088713555 0.94710103418947267 -0.25616150717281766 0.32912177343295962 0.11345841363072397 0.0003512799739837647 -0.0062505319473515168 0.013299379830289797 -0.17451210296593406 -0.9878847575491817
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 14 7 4 5 9 30 26 -7 -1 -11 -9 -8 -14 15 16 -2 21 -19 20 32 -16 -10 24 -20 -21 28 -27 -3 -18 -6 -25 -5 -34 -32
right_child=1 2 -4 19 6 8 12 11 22 10 -12 -13 13 -15 17 -17 29 18 23 25 -22 -23 -24 31 -26 27 -28 -29 -30 -31 34 -33 33 -35 -36
leaf_value=-0.071986104077884805 -0.011735479566615427 0.048964594525249129 -0.03173636997034273 -0.0026537230242433467 0.050350964560506063 -0.096677094076473014 0.051307916058332993 -0.031563818974041744 -0.040269271933136341 0.063950517228258563 0.0079567292310545046 0.10191925648217284 0.11009740350005551 -0.0015252628729805452 -0.012283819699670994 -0.02476804239927477 0.029668087210619629 0.026349340911017594 -0.0037773700865201807 0.011836977954850302 0.01904218309311749 0.043247736721120866 0.021025748881585753 0.0066522901107128459 0.11637343528898175 0.078444489327832059 0.084717540143856185 -0.012813086861284809 -0.065942844976778103 0.11218684480220792 0.043888056592202122 -0.035260758847137842 0.015114815079048511 0.14079107461775686 0.016208527819236235
leaf_weight=0.72329563228413363 29.916376106248208 0.66689659154508285 20.840018857068571 30.679179802013095 9.82115773588521 0.88489933591335912 2.3278775487269732 3.097912824043306 2.7864422184647992 1.5668279090314161 46.814751318845083 0.28709407767746853 0.45265870710863865 11.743794352149051 2.2185844411142162 30.672534498920868 6.143666769610717 5.7096681267430531 49.540736924842349 10.255852535789016 29.064721681555966 4.3015375476097688 1.8028746322961522 2.5208220054046251 0.29872154450276767 0.45822245851741428 1.0636232170509172 27.636853295058245 0.48705984675325453 0.59044589509721834 5.8771472906519184 7.6882622294506273 1.1203771986765785 0.31737796259403595 9.6494691407970077
leaf_count=112 8210 261 10060 4483 974 60 414 922 317 146 4846 139 243 1773 274 11400 1211 983 11217 2094 4373 1047 212 480 91 90 478 5881 118 196 863 1797 265 51 2073
internal_value=0 -0.00963001 -0.0241755 0.00854644 0.0139859 0.00477791 0.0265902 0.00394857 -0.0292007 0.00856584 0.00977008 -0.0202427 0.0104213 0.0026175 -0.00687487 -0.012808 -0.00279865 -0.00134854 -0.00389684 0.00338472 0.00872255 0.0243522 -0.01619 -0.00677277 -0.00305722 -0.00513078 0.0408751 -0.0113247 0.000464665 0.0369033 0.035855 -0.0249116 -0.000616365 0.0428573 0.0266858
internal_weight=0 166.044 26.4426 193.984 94.4512 54.5791 39.8721 5.60259 5.47422 49.1049 48.3816 3.38501 14.5243 12.1965 139.601 67.323 36.6505 72.2783 65.7582 99.5326 61.1817 6.52012 4.58932 60.0485 49.8395 38.3509 2.21758 28.0951 1.15396 6.73411 25.3478 10.2091 32.1169 1.43776 15.5266
internal_count=78154 48884 11978 29270 12033 5693 6340 1918 589 5104 4992 1061 2430 2016 36906 21017 9617 15889 14568 17237 9172 1321 529 13585 11308 8065 857 5971 379 1407 3910 2277 4799 316 2936
shrinkage=0.1


Tree=51
num_leaves=36
num_cat=0
split_feature=3 4 4 3 1 4 3 9 11 9 3 9 3 9 8 8 14 4 9 11 14 14 15 14 8 4 4 9 15 9 4 14 4 4 4
split_gain=2.62292 0.9999 1.02761 0.540378 0.506037 0.396783 0.607537 0.385381 0.371145 0.368556 0.356555 0.350468 0.894797 0.672704 0.742036 0.600333 0.558751 0.511112 0.403665 0.580333 0.592821 0.548081 0.534115 0.502867 0.428596 0.418506 0.762257 0.417669 0.600877 0.415121 0.388143 0.381391 0.574994 0.586872 0.574371
threshold=-0.19510078825987873 0.00023861730733187872 -4.869582335231825e-05 0.68391200329642754 0.0065640080720186242 -0.30489003658294672 -0.95299653673100682 -0.53355871336626615 -0.01718960607112216 0.85628955194357415 -0.17250027367845175 -0.49560914571653086 -0.89131407541935903 -0.13622358270803978 -0.03293046862391396 -0.44748508318280439 0.66940739803761695 -0.053493693470954888 0.071150106999333398 -0.007412803130840361 -0.06513760851528301 0.22690447505349276 -0.084886862040638417 -0.53135131295096205 -0.16845779256990015 0.010623451322317125 -0.020520730176940557 0.13479947944506729 0.41448398146369675 0.67151711548697357 -0.077917912974953638 -0.068785778388780833 0.029173254966735843 -0.018558783456683155 0.044099768623709686
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 8 10 6 -1 -2 -4 -9 -3 15 13 31 16 -7 -15 -17 19 -14 -21 22 23 -20 -24 26 -23 -27 -29 -28 -26 34 33 -33 -13
right_child=1 4 3 -5 -6 11 -8 9 -10 -11 -12 12 18 14 -16 17 -18 -19 21 20 -22 25 24 -25 30 27 29 28 -30 -31 -32 32 -34 -35 -36
leaf_value=0.0028342493397149997 0.012593225695770344 -0.044334718502844359 0.01853655945212792 -0.048603658035710096 -0.0038663666839045354 -0.042937556741019851 -0.14179405905569217 -0.011572123309842692 -0.024610232821606935 0.019042720831233349 0.015980919241665215 0.041168601056229458 -0.0028562136285229999 0.021010716634341325 0.080657169243856491 -0.046446736114824083 0.060862351112569428 0.0084870299039415502 -0.071830457761344405 -0.0045844990221373932 0.035808112272569317 0.012660132398505157 0.044264440548776526 -0.0016832309395119986 0.093089410039542284 -0.023214456176185151 -0.015934679520561403 0.067326435764174394 -0.054013174952260025 -0.072834605234523259 -0.0006787973734768049 0.022328147439893656 0.041693954486081271 -0.017437157933210511 -0.055061151100046446
leaf_weight=0.88306121375353541 8.4157394336070848 1.0245935909770221 2.2287978102685946 9.6659357043972687 61.509593162409146 2.7768308353843159 0.43279713205993064 73.542712516782558 18.89533221093734 4.1543598431053388 22.564939964751829 6.0809904278685307 13.404598422675919 21.529994146299948 2.9272623012511749 1.7915445615071792 4.2054693041136479 31.013316862779902 1.2451713335758539 5.0305115058217824 13.083319275487153 2.5666491374431635 4.6676778930122982 5.7007891833636704 0.47216674782976209 2.455226933641824 1.9655402514035802 1.630893308480154 0.54432432490284544 3.6879824560601264 6.7854517652740451 5.6469355059962316 3.3404085527945417 10.827820167876778 0.69071263845398778
leaf_count=140 1689 153 451 3831 17792 277 66 22917 4723 909 3483 678 1995 3403 397 193 537 2828 190 851 1850 465 968 1183 97 690 571 208 63 481 1503 630 483 1355 104
internal_value=0 -0.00733702 -0.0133398 -0.0290192 0.000909113 0.00994431 -0.0447353 -0.0077335 -0.0200578 -0.00993519 0.0133612 0.0104113 0.0130249 0.0223221 0.0329494 0.00170788 0.0275229 0.00548698 0.0049024 0.0129175 0.0245904 -0.00306133 0.00778554 -0.0142582 0.0206251 -0.0189901 -0.0325345 0.00505454 0.0369625 -0.0530524 0.00542158 0.0108651 0.00386341 -0.00380709 0.0313532
internal_weight=0 202.002 116.903 30.7901 85.0991 155.387 1.31586 86.1128 21.1241 77.6971 23.5895 154.072 118.49 55.2496 28.6627 35.5817 25.7355 32.8049 63.2403 31.5184 18.1138 31.7219 18.8713 6.94596 11.9253 12.8506 8.22017 4.63044 2.17522 5.65352 7.25762 26.5869 19.8152 16.4748 6.7717
internal_count=78154 55948 34520 9005 21428 22206 206 25515 5174 23826 3636 22000 18702 7587 4337 3298 3940 3021 11115 4696 2701 6419 3941 1373 2568 2478 1517 961 271 1052 1600 3250 2468 1985 782
shrinkage=0.1


Tree=52
num_leaves=36
num_cat=0
split_feature=3 3 1 7 12 11 9 8 11 1 7 8 9 9 3 3 1 8 1 12 11 8 9 11 15 15 15 9 3 1 15 15 11 15 7
split_gain=2.57128 0.704441 0.557641 0.468796 0.564013 0.468665 0.459387 0.709542 0.717882 0.548558 0.424922 0.416331 0.595335 0.393287 0.390891 0.389634 0.38959 0.368731 0.363293 0.361878 0.342398 0.382691 0.416557 0.331917 0.317842 0.458947 0.377565 0.343309 0.483011 0.312808 0.303589 0.496611 0.286132 0.28142 0.278106
threshold=-0.020724614345454025 -0.98349309572949994 0.0032922029495239262 -0.081487047153935385 -0.0047108592502895725 0.012255157312852379 0.79957491489261223 0.048770166611268685 0.0086331034673764549 0.87101066112518322 -0.086071334552481338 0.044319998190517261 -0.082236849319446956 -0.49560914571653086 -0.0048928055912256232 0.98101516837414249 0.00037640628579538321 -0.12866011554792389 0.0039511169306933889 0.016397275221830248 0.015539742158774636 -0.38438593363111156 -0.40009942034740015 -0.017653271546980192 0.015104846434227078 0.42376202343597907 0.88564667749797621 0.30455446430301264 -0.39460541757580353 0.00026093523774761712 -0.66878276359026811 -0.7118953763386352 0.0049533224680100183 -0.68849987677915903 -0.08380764071123889
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 14 4 -3 -1 13 8 33 -9 -7 20 -13 18 -2 -15 17 23 -4 -16 21 22 -6 -5 27 -26 -27 34 29 -29 31 -18 -28 -8 -23
right_child=2 3 6 16 11 10 7 9 -10 -11 -12 12 -14 15 19 -17 30 -19 -20 -21 -22 24 -24 -25 25 26 32 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.02148880514132824 -0.017547750067526308 -0.019010323029222398 -0.10623821300412038 -0.02485451912406433 -0.021819624727324717 0.008136492011715608 -0.033988011654758017 -0.024782377063869248 -0.029768307779183895 0.074209170669675181 -0.088157043898129339 0.057905614472453043 0.001121889653665487 -0.01620871069059791 0.028268983099642167 -0.040283953022463022 -0.0056254313108179549 0.033846705785117906 -0.00043717396851038778 -0.066523524087603605 0.028331875627428723 -0.0062718755582797676 0.04807375761031104 0.015093522323514153 0.015715300350630332 -0.029559326445548425 -0.0017395587560116261 0.062519389384592103 -0.069423638960789999 -0.026662953795381129 0.0065251189173197973 -0.089604474339106205 0.085934482618273203 0.034419195075806104 -0.096740551269072383
leaf_weight=36.904099137418598 3.4091157598450081 15.446106817384132 0.33035810256842779 2.377232617262055 1.2355102616129445 1.1878801295533774 0.64564982167212193 9.5683924714940041 2.5845010860030007 0.59457707038382146 0.74609341329414647 3.1138573799253209 4.5358763941621865 78.083327551175898 7.3424601426086138 7.3555096500440404 5.402186667182832 9.964438859431537 18.449019246734679 0.42610199525370251 3.7260249044775255 18.182918951406464 2.7521854304868603 16.627985580082171 11.801633206025146 5.4129054888981036 1.3295383881777523 0.53565306961536441 2.390251720120431 1.4798801193828692 67.836870935534535 0.80970979511039232 0.51698641746770579 8.771597330633087 0.34626372790081106
leaf_count=4129 478 3141 57 225 156 131 88 2409 494 261 80 566 1003 27865 1147 3684 902 1023 5542 60 515 3449 440 1674 2143 925 185 54 376 205 12866 125 59 1601 43
internal_value=0 0.00678545 -0.0107275 0.00409308 -0.00204918 0.0189741 -0.012621 0.000452354 0.0169168 -0.0189909 -0.0290119 0.00251822 0.024236 -0.0154013 0.0106816 -0.0182814 0.00843396 0.0182658 -0.00229838 0.0230697 -0.000823876 -0.00318634 0.0264186 0.0100967 -0.00599746 0.00354537 -0.0162392 -0.0139284 -0.039019 -0.00296163 0.00458752 -0.016572 0.0228073 0.0297292 -0.00796251
internal_weight=0 214.662 137.561 175.824 72.8056 38.8381 126.383 22.1647 12.0017 10.163 1.93397 57.3595 7.64973 104.218 11.1777 85.4388 103.018 28.9697 18.7794 7.76856 49.7098 45.9837 3.9877 19.0052 41.996 19.0611 7.25943 22.935 4.40578 2.01553 74.0488 6.2119 1.84652 9.41725 18.5292
internal_count=78101 34415 43686 30075 13260 4340 42001 4853 2183 2670 211 10119 1569 37148 1685 31549 16815 2922 5599 1207 8550 8035 596 1899 7439 3312 1169 4127 635 259 13893 1027 244 1689 3492
shrinkage=0.1


Tree=53
num_leaves=36
num_cat=0
split_feature=3 2 3 2 0 2 3 14 14 0 10 11 10 14 3 6 14 8 8 3 11 3 6 8 6 14 14 10 2 3 10 3 14 10 6
split_gain=2.42818 0.59855 0.576482 0.435403 0.414427 0.455358 0.407702 0.388972 0.303673 0.329688 0.29863 0.315856 0.298277 0.284501 0.502766 0.402467 0.35969 0.320867 0.281206 0.362462 0.407179 0.283535 0.508372 0.490298 0.319981 0.313088 0.274993 0.315677 0.346009 0.383366 0.295437 0.29912 0.323642 0.270204 0.270088
threshold=-0.19510078825987873 2.8983504307689149e-05 0.23057148745283487 0.23451955616474154 0.014593190513551237 0.286012813448906 0.30480522845755337 1.0885777833845338 -0.054857060498959782 0.1508850231766701 -0.063758888514185152 0.0039237391625466843 0.34576730228313979 0.22690447505349276 -0.993545459508823 0.29277101305623493 0.22071053565585791 -0.38438593363111156 -0.060998493995691155 -0.93951731995912258 0.0092100057868520022 -0.99727326542324579 -0.30736024006755108 -0.25607632563962462 -0.12965770737509477 -0.14699230031164859 0.30623932141504501 0.024648217601916756 0.00083031709073111426 -0.51680773298721749 -0.06716248664090306 -0.82386528217466537 0.72552966856074275 -0.024814552653683423 0.28391875676047962
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 -4 8 33 13 9 -6 18 -12 -5 16 15 -15 -3 -16 19 20 21 24 -23 -24 -1 -25 -19 28 29 -28 -30 32 34 -7 -32
right_child=2 7 4 12 5 6 -8 -9 -10 -11 11 -13 -14 14 17 -17 -18 26 -20 -21 -22 22 23 25 -26 -27 27 -29 30 -31 31 -33 -34 -35 -36
leaf_value=0.0060507743511528456 -0.004989897706058846 0.0079136834253032817 -0.058757148204007542 0.024632986458054743 0.0016859659804976054 0.0072020782088746214 -0.014291344227527697 0.041674321687029246 -0.021885182967998344 -0.11344987207448615 0.028566879079389387 0.079428310216808753 0.14656001268033675 0.051480882687010003 0.026945735841706477 -0.029081541234412402 0.10320010717731974 -0.032784433643570761 -0.014158303078966455 0.04298980125229334 -0.053864869809534137 0.041704337308338023 -0.048886251515789292 -0.031647071705815349 0.072972752682482836 0.025790717248387614 -0.0046087105535779658 0.04158567861547318 0.00027401992040799458 0.046629953480818553 0.0091658980353986653 -0.047380707957850883 0.061772827675447298 0.085305356158987947 -0.080641951497583964
leaf_weight=1.2898287258576604 144.58907792112586 83.673309567777324 2.2308277709526001 2.8093952196068126 0.32398001628462259 1.4620574691725781 42.772846044172184 3.0174985347257453 1.5011970418781846 1.0703883856913305 9.3512420040206035 1.4043543592415506 0.21607277066505037 2.7052332804305474 2.5248859881830894 0.80451940241619002 0.3980406922637475 4.529948778050314 2.9034550181240801 4.7875853601435656 0.90369530976750034 3.0043117060849909 2.0271139198157471 1.312630179338157 1.6017100312747068 3.4258410675683972 7.5725576353579527 1.3261555603348814 4.0760894782433823 1.8090605506149637 0.82660434750142175 4.7659297107020242 0.57896899932529766 0.63547195956925762 0.56291630322812125
leaf_count=95 33818 14091 754 937 108 604 18963 432 444 156 956 120 34 261 299 96 63 728 194 291 75 248 148 93 101 254 996 169 607 227 200 1138 110 180 111
internal_value=0 0.00948948 -0.00734764 -0.00420428 -0.0166283 -0.0146608 -0.0121805 0.00622836 -0.0530961 -0.0866982 0.0216298 0.0352078 0.0333408 0.00530753 -0.00270393 0.033014 0.00836482 -0.00709131 0.0147593 0.0193342 0.0109853 0.0156139 0.00747283 -0.00772794 0.0431209 0.00987956 -0.0103906 -0.00567629 -0.00878031 0.00527166 -0.0209749 -0.0338361 -0.00104321 0.0308644 -0.0272167
internal_weight=0 151.183 197.611 147.615 49.9968 47.7659 44.8704 119.172 2.89557 1.39437 32.0118 10.7556 3.02547 116.154 32.0829 3.50975 84.0714 28.5731 21.2562 18.3527 13.5651 12.6614 9.7699 6.76559 2.89154 4.73847 26.0482 21.5183 20.1921 9.38162 10.8105 6.73442 1.96849 2.09753 1.38952
internal_count=78101 22103 55998 34789 21209 20455 19747 19528 708 264 2575 1076 971 19096 4942 357 14154 4585 1499 1305 1014 939 743 495 196 347 4286 3558 3389 1223 2166 1559 421 784 311
shrinkage=0.1


Tree=54
num_leaves=36
num_cat=0
split_feature=2 1 2 8 14 14 13 13 4 11 4 15 14 4 4 13 15 13 1 2 8 15 8 11 15 8 4 1 4 4 14 2 15 4 8
split_gain=2.15854 0.862348 0.463755 0.330873 0.333505 0.396543 0.338161 0.317263 0.315422 0.326299 0.434034 0.289609 0.423796 0.37749 0.471753 0.499532 0.37798 0.31638 0.29524 0.289235 0.286717 0.42525 0.304626 0.282682 0.27881 0.348443 0.259682 0.268865 0.255986 0.321962 0.345339 0.289829 0.28119 0.26116 0.262731
threshold=0.00034196263004560029 0.096004132181406035 0.1266080439090729 -0.098465703340004471 0.40991868060962783 0.38031342630990922 -0.0069578752742752029 0.0047806344631835234 -0.032461803406476968 -0.0061024578516542223 0.0028560720384120945 0.27609686143225204 -1.4389027549876776 0.00073716038605198275 -0.042946577072143548 0.008452228465420512 -0.66878276359026811 -0.0016049073285566236 0.029442081227898601 0.99441134929656994 0.028541718104157607 -0.051829087113851889 0.13705489912459445 0.0047127643902575593 0.18350119567828951 -0.13400134371345682 -6.593087164219468e-06 0.00026093523774761712 -0.0026637483388185497 -0.0041383679490536443 1.0000000180025095e-35 8.8649526333028933e-06 -0.10187351382521696 0.13596578501164916 0.0089841587986584596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 6 8 19 -1 -10 -11 12 -2 14 15 20 -15 -16 24 -3 -14 -22 -23 28 -18 -26 -19 -28 29 30 32 -32 -5 34 -30
right_child=1 7 -4 23 -6 -7 -8 -9 9 10 -12 -13 13 16 17 -17 18 26 -20 -21 21 22 -24 -25 25 -27 27 -29 33 -31 31 -33 -34 -35 -36
leaf_value=-0.01749625974784854 0.10106413226097333 -0.0084447122620317228 -0.014723301123150595 0.046142224527179351 0.025787198489449898 -0.073989920168575252 0.0030758406282603273 -0.025845028561484781 0.019163072065869386 0.091877838514076909 -0.00015484907298257884 -0.0064906205551660632 0.0013608338198380712 -0.02089431535361547 0.003795270119381649 0.088974572717355774 0.012669500966177735 -0.0086143207916864663 -0.0005829032723353271 -0.040935238686659846 0.083656076287433961 0.033212664533533012 -0.077791069772388408 0.04486514097807251 0.071798750280372678 0.011085734879176468 0.04405431712895444 -0.038657630181889634 -0.002364311786439578 0.097253271277948986 0.092285427769261172 0.028858528697987548 -0.021037011007003201 0.052903794263454512 0.050514806639136857
leaf_weight=1.5423661687382253 0.4470072677358975 72.529334225764615 19.63165931777985 0.91592571398359757 11.200136012666915 0.60338113585021247 35.555688363827358 14.455627793504389 5.9104918114462626 1.633850741432979 0.7465962276328354 34.615499007864855 8.5856180688642727 4.0110037142439969 17.256651672396401 0.8588056610751672 39.485286736562557 23.055523666807858 16.456514585588593 2.8474805038240438 1.1621123654476835 0.77028288181463789 0.36407529646385228 5.2570643001236013 1.8690668960334735 1.9126207725203119 0.42473986092955129 5.2598210285796085 8.6140612545495951 0.70847299089655891 1.0152359525673094 2.4810492657270515 1.9485948790315886 1.1978960007691046 1.0546359949221358
leaf_count=149 47 24299 7223 100 1115 87 3906 5452 646 146 85 6664 1725 754 3516 170 7154 4972 3913 1477 185 161 56 485 241 373 60 1075 925 54 85 282 225 161 133
internal_value=0 -0.00430115 -0.000235254 0.0143984 0.0103128 0.00654448 0.00761507 -0.0122746 0.0240282 0.031753 0.063013 0.00158175 0.00387367 0.00351602 -0.00234093 0.0155503 0.00882189 -0.00690776 0.0108176 -0.00967209 0.00975573 0.041141 -0.00241428 0.0244731 0.0151538 0.0410926 -0.0133343 -0.0324775 0.0184961 0.0333079 0.0261855 0.0472762 0.000443438 0.00886034 0.0034036
internal_weight=0 265.999 176.166 80.3854 57.1925 45.9924 45.389 89.8324 9.8333 8.29094 2.38045 156.535 121.919 121.472 57.7376 11.7409 63.7345 45.9967 59.7235 75.3768 10.8821 2.29647 1.13436 23.1929 43.267 3.78169 28.7401 5.68456 17.9359 7.06928 6.36081 3.49629 2.86452 10.8666 9.6687
internal_count=78101 69517 38289 8584 6134 5019 4932 31228 1026 877 231 31066 24402 24355 11920 2297 12435 9623 11681 25776 2127 402 217 2450 7768 614 6107 1135 1965 746 692 367 325 1219 1058
shrinkage=0.1


Tree=55
num_leaves=36
num_cat=0
split_feature=3 1 13 2 5 5 2 2 3 3 10 5 5 10 5 5 5 2 5 5 3 5 12 5 10 2 5 14 3 12 10 10 1 12 12
split_gain=2.14915 0.585549 0.516082 0.445145 0.392551 0.562232 0.42762 0.753688 0.418478 0.390016 0.47187 0.361557 0.433815 0.590353 0.42912 0.502152 0.407022 0.67873 0.601341 0.405751 0.379523 0.34522 0.344868 0.335476 0.529099 0.332358 0.662325 0.386001 0.511115 0.686135 0.345907 0.332413 0.372925 0.328601 0.327073
threshold=-0.19510078825987873 0.096004132181406035 -0.0069578752742752029 5.812825838802383e-05 -0.011244767397748859 0.11067317911548376 0.14280173182487491 0.1266080439090729 0.14679069980047646 0.1852690223604441 -0.077988370704659249 0.095291615194415952 -0.07683836389876296 -0.093511454463786628 -0.076839542186349738 -0.085064623386955016 0.094783311809234175 0.00053148987353779386 0.092174998756522575 0.14256955565476573 -0.15398531289247328 0.099574326691079074 -0.0016893666534334906 -0.061333677680957953 -0.097465346435112774 0.037151712924242027 -0.26860450886790022 -0.031062086636512855 -0.015989619307219979 -0.001805058894991019 -0.12948568968904783 0.30167858131090436 0.015589084941893818 0.013087032319574777 0.024460129520226678
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 33 -3 6 7 -6 -8 11 -11 12 14 23 15 25 18 -18 -15 -13 -16 -10 -7 -14 -25 26 -2 28 -27 -30 -28 -31 -33 -4 -5
right_child=1 4 3 34 5 22 8 -9 21 10 -12 19 13 16 20 -17 17 -19 -20 -21 -22 -23 -24 24 -26 27 30 -29 29 31 -32 32 -34 -35 -36
leaf_value=0.023374058242655236 0.018340937624298854 -0.02120637231202151 0.013777020408921238 0.0024444153859554283 -0.0066989276070806292 -0.048054530296930208 0.051867121600115133 -0.093383526247217796 -0.00083611656940503747 0.00012893230458901634 -0.03803331184056017 0.033816623149449825 -0.062526451433423433 0.00024644943923145729 -0.02993284788089573 -0.059313643138951905 0.074891463311682047 -0.026185244141229216 0.078424726261198952 0.002957504200050204 0.026406781106434258 0.043431132285418915 -0.013447066534604349 -0.0074483033019618131 -0.076786064305088289 -0.041712665430217233 0.0016178794396932133 0.035929901722995726 0.07468543339063384 -0.036053798966617 -0.054786277238874748 0.080557163010902766 -0.050750391746821749 0.052705912626628104 0.058568601848340708
leaf_weight=21.932011986173165 3.7830103541200515 35.220695315707417 32.522907895727258 90.364367505655537 12.158857656111648 4.2324062516054246 2.0802973283280179 1.0931967714568589 15.025443644040935 6.6474206744060211 6.3210818343359261 5.9077198975282981 2.5308133615035331 24.472565048323307 1.3407567478716362 1.4798498363816204 0.7103216047398736 10.264329659985377 1.025107352179474 15.284210247889858 11.048847905476576 1.9956849115769717 9.0079101435549074 5.9490017092175549 1.3503165526199135 2.2026732623708094 1.5871178087982114 4.3411613182543052 1.4078799646376872 1.8253753699682413 3.4522797032987018 0.64331851026508946 0.32584700082225027 2.3232181395869693 1.0504231781669648
leaf_count=3130 774 14867 2916 15764 2923 1532 545 218 5264 2616 2680 1031 612 6257 152 391 85 1757 156 3022 1899 584 3264 1415 318 488 336 999 304 535 776 90 108 163 130
internal_value=0 -0.00676637 0.00921479 0.00675527 -0.0132767 -0.00715104 -4.71977e-05 -0.0138498 0.00952865 -0.00214722 -0.018472 -4.96927e-05 -0.00313514 -0.00940318 0.00554434 -0.00314699 -0.00354109 -0.0196432 0.00338953 0.0115602 0.0203099 0.00435411 -0.0245097 -0.031153 -0.0202752 0.00110052 -0.0132827 0.0129088 -0.00269409 0.0177573 -0.0370222 -0.010923 0.0364097 0.0163724 0.00308932
internal_weight=0 194.715 148.193 126.261 80.8145 45.5938 32.3535 13.2521 19.1014 113.901 12.9685 100.933 79.7406 46.3025 33.4381 21.0485 36.4723 10.9747 25.4977 21.1919 12.3896 17.0211 13.2403 9.83013 7.29932 19.5687 8.82241 10.7463 6.40509 4.20242 5.0394 2.79454 0.969166 34.8461 91.4148
internal_count=78101 55998 22103 18973 29197 14330 9534 3141 6393 26801 5296 21505 17452 10600 6852 4801 8255 1842 6413 4053 2051 5848 4796 2345 1733 4410 1886 2524 1525 1037 1112 733 198 3079 15894
shrinkage=0.1


Tree=56
num_leaves=36
num_cat=0
split_feature=2 2 9 9 11 6 11 6 8 5 5 9 9 6 8 2 1 9 9 6 9 1 11 9 13 2 6 5 11 9 8 8 9 9 6
split_gain=1.83954 0.594275 0.571358 0.561742 0.429913 0.385842 0.364129 0.496703 0.36032 0.654825 0.517377 0.423238 0.67992 0.781242 0.602781 0.465825 0.450653 0.414964 0.489409 0.463232 0.454281 0.449546 0.355845 0.389425 0.386402 0.352955 0.351747 0.333157 0.418522 0.324444 0.32032 0.31826 0.298282 0.32904 0.292383
threshold=0.00083031709073111426 0.77258625626564037 -0.33110332967144579 0.0069582125524145647 0.0039237391625466843 0.34915911021074914 0.0092100057868520022 -0.88830675985871721 0.25671438689292619 0.29566228998049643 0.094783311809234175 0.85628955194357415 0.85615503593196896 -0.56252561118033162 -0.16513562817186289 0.0096924444660544413 0.096004132181406035 -0.19784412823437983 -0.53355871336626615 -1.0465191518620651 -0.53355938687138649 0.0020579621195793156 0.0023206344860784056 0.60473157104268938 0.017728722482812386 0.044698717072606094 -0.99300527058908061 -0.0019637901175478391 0.015901775358605669 0.55022130176070794 0.037837431798624942 -0.36942433423744192 -0.52325501397874985 -0.21276171345261588 -0.12965770737509477
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 27 6 5 -5 -1 -8 11 10 -10 12 16 -14 -15 -13 17 18 20 -19 -2 -22 23 24 26 -23 -21 -3 -29 -28 34 -24 -20 -34 -17
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12 15 13 14 -16 30 -18 19 32 22 21 25 31 -25 -26 -27 29 28 -30 -31 -32 -33 33 -35 -36
leaf_value=0.0085168733015876311 -0.036521455972979365 0.037198328914714529 -0.027027255751698065 0.02506670162040768 0.044835737446761413 0.00085024473993621386 0.058635932001507941 -0.027559661844704458 -0.011829923604961641 0.11083232024528056 -0.063891348291293837 -0.067916760353326514 -0.093323723037974038 0.017210706405957728 -0.0240096082488859 0.095140015983680895 -0.008463119974387966 0.046933981601957671 -0.055883604102492858 -0.091661557352825773 -0.022354700763122671 0.011330069231240414 0.067562216918229112 0.037429980878615147 0.068538066910129064 0.054720591276032106 -0.0013452736418752189 -0.021897009406173413 0.12054269514166525 -0.069795108434670211 0.0050544703999395972 0.011490721632868758 -0.0092552980221950031 -0.058566269627204383 0.030858610051537078
leaf_weight=56.336358083646701 2.346933977474694 2.4112408606451936 19.777101637302621 18.563723937655599 6.5703184181911629 10.191582692457812 0.76197340164799232 5.4520643564173943 6.5988784133296541 0.35857020987896326 2.685785418980231 0.57514201219600991 1.3498160056769872 4.5726244584657296 15.826130980160084 0.88908978400286276 54.695784052721137 2.7021345522007314 1.9239897503284762 0.44461445351770734 3.3115048117470023 10.716980967670677 1.0476310143712932 2.630446054681669 0.76416975792380881 2.2721498996252185 48.759748444270379 2.9771387130240359 0.22163614211603988 0.70243604629649681 4.1076967205735855 29.9938390187599 13.767331728100544 1.5007048555853515 3.4661689088970871
leaf_count=5789 584 941 10260 2791 890 1648 74 515 2260 59 719 91 191 624 2743 147 17858 426 478 59 360 1669 137 481 147 484 11841 1004 115 121 861 6987 3771 407 562
internal_value=0 -0.00455726 -0.0190372 0.0116761 0.0217571 0.0164838 0.00598288 -0.0169902 -0.00287108 -0.0217688 -0.0268898 -0.00199649 -0.00295618 -0.019645 -0.0147696 0.0191688 -0.000912275 0.0024486 -0.00660762 0.00617737 0.00461274 0.0105352 0.00487163 -8.52436e-05 -0.00203274 0.0189202 -0.00311332 0.00913016 -0.0120277 -0.00231736 0.0250871 0.0133831 -0.0187779 -0.0141021 0.0439811
internal_weight=0 243.397 25.3871 97.876 35.3256 28.7553 62.5504 6.21404 218.01 9.64323 9.28466 208.367 199.329 21.7486 20.3988 9.0381 177.58 122.885 35.8396 87.045 18.6476 16.3006 84.3429 53.3014 50.671 12.9891 49.9068 5.61002 3.19877 49.4622 8.46296 31.0415 17.192 15.268 4.35526
internal_count=78094 66387 12320 11707 5329 4439 6378 589 54067 3038 2979 51029 49368 3558 3367 1661 45810 27952 7753 20199 3097 2513 19773 12649 12168 2153 12021 2060 1119 11962 1570 7124 4656 4178 709
shrinkage=0.1


Tree=57
num_leaves=36
num_cat=0
split_feature=1 8 10 8 10 10 14 6 10 10 8 14 11 1 4 6 8 6 13 8 13 1 1 4 13 10 10 10 10 10 10 1 14 8 11
split_gain=1.34325 0.708167 0.315512 0.470382 0.347033 0.469657 0.352144 0.313711 0.302296 0.297877 0.546769 0.288545 0.265577 0.263029 0.292639 0.265448 0.267797 0.355257 0.262121 0.261275 0.324195 0.278592 0.311804 0.260043 0.259914 0.257909 0.257029 0.406708 0.254204 0.785841 0.290674 0.26079 0.25156 0.244366 0.23921
threshold=0.0031005705241113905 -0.029863870626088817 -0.079410426628417685 0.15133322138699354 -0.093684775388026567 -0.093510271562057171 -1.2199555445530443 -0.69335873314488128 -0.089288499891768611 0.68288578267005617 -0.098465703340004471 1.0885777833845338 -0.0020444749692781349 0.41958887875080114 5.6121878515114083e-05 -0.70450926852755014 -0.26953222855516706 -0.96581243593603372 0.0020716183876369316 -0.040989710227276717 -0.0036466524068032437 0.022025931626558307 0.024192241020500663 -0.00093820454640081141 -0.015208513950441005 -0.032252128478772894 -0.063758888514185152 -0.063758737991832751 -0.19350770825069438 -0.19655848664908693 -0.19654991179956058 0.11142105236649515 -0.024647991861297448 0.30035776337695003 -0.026187451026428565
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 9 4 26 6 -6 -3 -5 33 13 12 -1 -11 15 -15 16 23 25 -9 20 -17 -21 -23 -2 -19 -18 -4 -28 29 -8 31 -31 -25 -7 -29
right_child=1 2 3 7 5 8 28 18 -10 10 -12 -13 -14 14 -16 19 17 24 -20 21 -22 22 -24 32 -26 -27 27 34 -30 30 -32 -33 -34 -35 -36
leaf_value=0.0083810937399492868 0.078734953711712269 -0.086199437588156125 -0.023947740088731309 -0.054826469666062354 0.036574452805811834 -0.023059184276243049 -0.012285868448160379 -0.0098134294093580078 0.026038870557173785 0.023898503978270386 -0.024633308909790222 0.041001636191894925 0.079377348037867446 -0.039903073467151183 0.022569733424881732 0.0095999100429933204 -0.0024014433521596999 -0.061702595351863079 -0.035733172251878428 -0.012014769411771884 -0.005476042936100968 0.14149253814676549 0.027633578068031794 -0.027835373398398588 0.032492698314376948 -0.069865556880128299 0.031480541872387295 0.027574092377476142 -0.014773355098489885 0.033011066346893485 0.00026288823322094486 0.10125301963711149 0.057166566475590125 0.032862220229741994 -0.0097331266405082228
leaf_weight=108.1146816937835 1.2058010938453665 0.56807026278693129 8.9870360891800356 3.3540308031224439 4.5322737434762521 5.3371648539614389 15.407615604395689 8.9103615728126879 2.5398698991339179 2.0544028611620888 1.5119375938375004 2.781399168088682 1.4876787987304854 3.0016863588389233 0.99947232037084166 19.1490203063804 2.5734014638437661 0.31491826026467595 6.9406831747510287 1.8467637611083763 55.912107811323956 0.25671246761339706 3.8126183609565487 0.68601547712751199 4.1963497062024526 0.726667087903479 2.8045981667237347 1.8037990018638073 21.380878964402658 4.0205463944002986 2.4992055818729524 0.65062196226790536 0.70695445348974295 0.91545405489159737 36.419866941212604
leaf_count=13504 179 113 4519 1299 982 1569 5145 3906 1016 349 355 329 203 898 332 4047 515 51 2947 410 12142 31 993 131 897 124 1278 380 7041 884 768 198 113 340 10106
internal_value=0 -0.00422338 -0.00918355 -0.0137389 -0.00373299 0.0104252 -0.00796986 -0.027042 -0.00305391 0.00205185 0.0257105 0.00919925 0.0471997 0.000798333 -0.0242976 0.0018971 0.0169285 0.00767737 -0.0211629 -3.52872e-05 -0.00162998 0.0201976 0.0348163 0.0447355 0.0259172 -0.0172569 -0.00863076 -0.00527565 -0.00695892 0.000441184 0.0277889 0.0425161 0.0153045 -0.0148717 -0.00797258
internal_weight=0 227.515 127.072 69.2204 57.8517 13.3248 44.5269 19.2051 8.79249 100.443 5.05402 110.896 3.54208 95.3885 4.00116 91.3873 10.4101 7.81134 15.851 80.9772 75.0611 5.91609 4.06933 2.59877 4.51127 3.30007 50.0153 41.0283 43.9589 22.578 7.17037 4.67117 1.39297 6.25262 38.2237
internal_count=78094 64261 42491 24435 18056 3907 14149 8152 2925 21770 907 13833 552 20863 1230 19633 2010 1587 6853 17623 16189 1434 1024 423 948 639 16283 11764 14036 6995 1850 1082 244 1909 10486
shrinkage=0.1


Tree=58
num_leaves=36
num_cat=0
split_feature=3 3 9 5 8 5 10 5 8 3 14 14 14 15 14 15 10 5 14 8 15 11 15 5 5 14 10 15 14 14 11 15 3 8 14
split_gain=1.65538 0.458578 0.590237 0.364017 0.332602 0.717319 0.429927 0.331223 0.357413 0.35806 0.336255 0.348796 0.309079 0.492526 0.620202 0.345347 0.308603 0.297045 0.452761 0.406743 0.445446 0.33273 0.324222 0.310779 0.301251 0.297106 0.29486 0.280912 0.369504 0.301715 0.279916 0.276464 0.268322 0.411173 0.387698
threshold=-0.18430426705162969 0.89240525975765206 -0.33110332967144579 -0.0019637901175478391 -0.20493752916175501 0.2887319587149379 0.80655077609221992 -0.0039103261223617991 -0.014668927129770561 -0.7775844985153525 -0.55946704930507651 -0.1886323701511804 -0.48196823384579152 0.004507197016832957 0.3382067047693908 -0.32116215403286025 -0.17656943706625328 0.095291615194415952 -0.19322129627505394 0.26997918587970271 -0.035274648879019203 0.0032714050433270037 -0.094940714901796314 0.2887319587149379 0.094783311809234175 -0.46712038089947455 -0.089288499891768611 -0.066506968339941672 -0.37269304022922212 -0.17080488253114764 -0.0032612775186780046 0.88564667749797621 1.0000000180025095e-35 -0.14806736335420653 -0.22072159967888474
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 6 12 8 9 27 -11 -12 15 14 -14 -2 -4 24 22 21 23 -20 -19 -21 32 -24 -5 28 -1 -30 -8 -26 33 -6 -35
right_child=1 2 16 26 17 -7 30 -9 -10 10 11 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 25 -25 31 -27 -28 -29 29 -31 -32 -33 -34 34 -36
leaf_value=-0.060591695743505827 0.10594629093323034 0.046809095793210957 0.015310987242586484 -0.025483417064399674 -0.029713047012161216 -0.11405324055436859 0.03382659314517622 0.0036206161317126266 0.036691350232883398 -0.041766058584982023 0.033225857414738845 -0.00021190907283560268 -0.034177067110766922 0.027988242188128811 0.077990012179535328 0.012498855522779634 -0.035319712992032078 0.050199706693610804 -0.0068441704954029792 -0.024770391764802044 -0.091648437375224254 0.015236698963729901 -0.028475876168975081 0.10823277733509953 -0.02111310027323042 0.035392247332107149 0.085009363037150051 0.023169394831926215 0.070173712134654273 0.0052462572529601891 0.13058413223640622 -0.11345870568371628 -0.010673740004297478 0.018369098695832128 -0.0033897488950416195
leaf_weight=0.80494598738732825 0.65262133377837006 1.7547769021766724 1.3271571038276313 2.1436251606573933 4.4135313351725918 0.43609634396853003 0.75992410571780056 76.411129743306446 5.9013764235860426 1.65181806200417 3.6780680439696907 20.545164222352469 3.988235255645117 3.9379519091598922 0.56247125088702876 1.0037038784939785 12.957046008641552 3.0472537363239098 20.326046561407569 1.1751773892465283 1.0350279525882786 10.273606745191499 1.4528401705902072 0.20656204462284211 10.417307079653252 1.4605956903542381 0.27218348081806043 25.53018092804632 0.76476294183521432 11.159235478568004 0.49293745495379038 0.33460823399946171 63.530814533045486 11.137219616764922 30.932513453408319
leaf_count=122 86 677 967 736 815 68 109 10061 1235 293 738 4147 701 727 89 176 6703 753 4627 456 240 2724 297 24 2013 307 133 3902 162 1773 51 57 22180 2326 7619
internal_value=0 -0.00597369 -0.0209522 0.0121448 -0.00436261 0.0118137 0.0166295 0.00817365 0.0131412 0.0109742 0.00188843 0.0048653 0.00980438 0.00209424 -0.0203131 0.0493188 -0.0306156 -0.00556097 0.00202949 -0.00254996 -0.0420444 0.000569318 0.0273952 -0.00488718 -0.00801078 0.00354319 -0.0130344 0.017119 0.00498372 0.00941047 0.0718958 -0.023987 -0.00644939 -0.000675775 0.00237052
internal_weight=0 190.032 18.4548 4.17059 171.577 11.8339 11.3978 146.447 70.0356 64.1342 25.8751 24.2232 10.145 8.48866 4.55071 1.65633 14.2842 159.743 38.9771 33.0164 2.41677 30.5997 5.96069 1.38174 120.766 2.91344 2.41581 38.2591 12.7289 11.924 1.25286 10.7519 110.014 46.4833 42.0697
internal_count=78094 55661 9216 1546 46445 2007 1939 22433 12372 11137 5178 4885 1779 1517 790 262 7670 44438 9428 8071 720 7351 1357 480 35010 604 869 5959 2057 1935 160 2070 32940 10760 9945
shrinkage=0.1


Tree=59
num_leaves=36
num_cat=0
split_feature=2 12 10 4 12 4 4 13 14 4 15 10 4 10 13 2 14 10 10 12 10 7 7 10 4 14 14 14 12 14 10 7 15 4 14
split_gain=1.55574 0.664398 0.504689 0.399513 0.395914 0.344756 0.769095 0.525523 0.449028 0.411941 0.340917 0.309506 0.410231 0.349898 0.308178 0.307121 0.436393 0.264904 0.257226 0.412578 0.326981 0.624195 0.444734 0.257173 0.256148 0.253381 0.363364 0.350191 0.314082 0.25302 0.262363 0.252714 0.251107 0.335478 0.290585
threshold=0.00025309383636340504 -0.0058393100763506076 -0.063758888514185152 0.0034157133195549254 -0.0011379926146235461 0.00073716038605198275 -4.869582335231825e-05 -0.0029579190027436398 1.0885777833845338 5.6121878515114083e-05 1.0880485474814592 0.15642721780365162 0.00099858816247433446 0.0085063690379451763 -0.0047725060467558389 0.0047041410580277452 -0.078358047420089103 -0.19654991179956058 0.10022850474333277 1.0000000180025095e-35 0.28489864058725939 0.17609726233984083 0.0090820417198321148 0.34582104212711046 -0.12266547325998543 0.65463835661878811 0.68711218232762639 0.58840253211220428 -0.019180875519222932 0.20112951965690531 -0.25616150717281766 -0.06298396549949821 -0.27245267387916766 -0.077917912974953638 0.10624531435179498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 6 18 -8 11 -9 32 12 13 17 29 16 -13 -7 -3 -20 22 23 -21 -22 -25 27 -27 28 -4 30 31 -14 -6 -34 -35
right_child=1 5 25 -5 10 8 7 9 -10 -11 -12 15 14 -15 -16 -17 -18 -19 19 20 21 -23 -24 24 -26 26 -28 -29 -30 -31 -32 -33 33 34 -36
leaf_value=-0.0080800085509289115 -0.019409884114928774 0.0022484589516305188 0.082774744415594723 0.0011946074827487655 -0.00097858720070738512 0.1125726701809644 0.0077025387988206122 -0.037498265492335175 0.052652453094928026 -0.010235285004704692 -0.042391365713927445 -0.045097289952440264 0.025057313127763953 0.1239864482325479 -0.0040553325054238313 0.008857008552422092 0.063085459967668997 0.0071899865148785146 -0.031669177517915537 0.019540100602225309 0.054918797529105445 0.070927283186476231 -0.067282985604904796 0.085760116905206185 -0.02159954095124178 0.11015560656389074 0.033649150791789852 -0.057423465970958487 0.019269171077774136 0.051577343306511071 0.013012739092728523 -0.1121593554413186 -0.031949700096141502 0.027987133949422618 0.0016383352968263824
leaf_weight=12.611281205696285 35.610664936131798 76.481290498002636 0.81228970423399971 12.790297754450874 7.9786061165068487 0.28046027195523504 5.8996624803548938 12.926038400331892 1.8255658883717831 9.7023169267158647 1.0891440002014849 0.44569495872565346 0.22192206842009909 0.41931422686320718 63.126839548913267 14.610520196561991 2.2821217672644734 1.5956194203026817 6.2412535796465809 1.0651574091352798 0.62693897950521194 1.4995965420384889 1.3224491825603761 0.23799278488968312 3.3559979646743172 0.72715626138960843 4.2439992076251656 0.57290349650429462 18.882300296168069 1.5989420091209465 7.2674730534308756 0.3396271052697547 1.2111473451659538 18.42236716302433 5.4160724790708619
leaf_count=1398 10294 21496 99 3370 551 78 1674 3948 338 2955 92 87 59 87 15527 3233 310 505 1746 416 213 424 421 47 942 66 486 91 2713 329 1790 94 141 1675 399
internal_value=0 -0.00338724 0.0132141 -0.013965 0.00705969 -0.000987809 -0.00455524 -0.0188786 0.00354134 -0.0258088 0.012656 0.00256882 -0.000219893 0.041402 -0.00153667 0.0146078 0.0454096 0.0229439 -5.65891e-05 -0.0123423 0.00253453 0.0155082 -0.0285495 -0.00418082 -0.0144902 0.0246088 0.0448401 0.0196465 0.0218884 0.0153275 0.00792412 -0.0579319 0.0144712 0.0193922 0.0220007
internal_weight=0 261.774 71.9673 48.401 46.7286 213.373 119.359 28.528 94.0141 22.6284 34.1173 92.1885 74.8502 2.29539 72.5548 17.3383 2.72782 1.87608 90.8307 14.3494 8.10813 5.72053 2.38761 4.22093 3.59399 25.2386 4.97116 20.2675 19.6946 9.42796 7.82902 0.561549 33.0282 25.0496 23.8384
internal_count=78094 70383 7711 13664 4256 56719 34282 8577 22437 6903 2858 22099 18469 670 17799 3630 397 583 25705 4209 2463 1626 837 1202 989 3455 552 2903 2812 2272 1943 153 2766 2215 2074
shrinkage=0.1


Tree=60
num_leaves=36
num_cat=0
split_feature=3 12 8 12 9 7 13 9 3 6 9 0 7 9 3 9 6 13 9 7 12 6 6 3 3 8 9 3 6 12 6 6 6 6 13
split_gain=1.42793 0.48152 0.465603 0.450213 0.439503 0.552384 0.560037 0.486805 0.3687 0.362683 0.325721 0.274461 0.387142 0.27231 0.327965 0.631371 0.410416 0.469302 0.400944 0.553506 0.400624 0.341345 0.712041 0.326111 0.323348 0.419268 0.347963 0.320065 0.482228 0.567966 0.332467 0.324654 0.31064 0.487357 0.356718
threshold=1.0000000180025095e-35 0.013087032319574777 0.048770166611268685 -0.011547641125910479 0.4859879414322727 0.043996827859853718 -0.0071436817191427174 0.052495840324566938 0.95797856355784472 0.57148299398731095 -0.19638855720316364 0.057165531441569335 0.03561852622200757 0.85727771434930389 -0.37538511422462756 -0.16963336220565836 0.34915911021074914 -0.0069578752742752029 0.85615503593196896 -0.0054058674404354598 -0.0049062174693152326 1.2897400516029183 0.92622933090722026 -0.039896011352539056 -0.7965228302637114 -0.03293046862391396 0.12205808180948888 -0.83582846245917597 -0.1442055548090688 -0.00037950303602230981 0.1247323030815377 0.18627739129775742 0.17177580219013627 0.25947711801120227 -0.0073406537222608518
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 11 10 7 6 -6 -5 -9 -7 -2 -3 -13 14 15 21 24 -18 -16 -20 -21 22 27 -22 25 -17 -26 32 -29 30 -30 -32 -1 -34 -35
right_child=3 2 -4 4 5 9 -8 8 -10 -11 -12 12 -14 -15 18 16 17 -19 19 20 23 -23 -24 -25 26 -27 -28 28 29 -31 31 -33 33 34 -36
leaf_value=-0.0003543564932747147 -0.052907825353759645 0.018505707932311703 0.069907607892211537 -0.0047866438672248702 0.063275197155477636 0.035127514854662929 -0.020536214796174231 -0.016196468470106477 -0.048676452257387461 -0.007374387197260481 -0.0160651160029841 0.013377435163014963 -0.084848685883876937 0.036415047442434817 0.00099798881473982617 0.024414660557762452 0.044616638008711434 -0.0033409576414011773 -0.03958734935176475 -0.06389104527962218 0.026575046868852023 -0.027049721450444115 0.049478040147135652 -0.043378414708031013 0.040370384077797458 0.071272797595177018 -0.0034957533909942919 -0.0098737436322282914 0.035277942418686238 0.03903365731890477 -0.085470582093342684 -0.0070022974568858254 -0.081698683123847926 0.046100540329137164 -0.019839085740490401
leaf_weight=24.603016596920497 3.6292349122159067 17.89176017946739 1.6661594265460724 55.117411761675612 0.89093244354444312 7.0774964728625473 7.5846335825190199 22.122529493073674 4.1506867400148613 2.8028736978885718 7.0825313124405493 1.0719071200001042 0.64131798347807478 2.4576536729873615 75.579372537456948 18.609965148316409 2.3525873808248461 15.382116221508111 6.1376526816748083 0.74908186611719418 3.9551658630371094 4.3736695955012683 2.9861976169995605 0.80145888822153022 2.3907304628883121 2.1278401719610001 7.4229160289905849 7.895742568231074 1.4215500887949026 7.4660782518185416 0.65701308287680182 2.670054363028612 1.1738247227622185 0.9117145511409025 8.1922428279140131
leaf_count=2872 1214 2051 278 18386 205 1646 1900 10512 2418 619 2164 211 112 395 16988 3275 481 3204 1130 124 609 710 373 155 480 326 1755 996 201 758 99 390 155 119 886
internal_value=0 0.00485215 0.0191575 -0.00906597 -0.00697383 0.00700371 -0.0117261 -0.0101262 -0.0213277 0.0230705 -0.0285477 0.0148444 -0.0233919 0.00333311 0.00292219 0.00653711 0.0151214 0.00302083 -0.00166313 -0.018937 0.00408359 -0.000110732 0.00192148 0.0147884 0.0221456 0.0292226 0.0071906 -0.000660995 0.00938644 0.0218365 -0.00520203 -0.0224978 -0.00645382 -0.0210547 -0.0132356
internal_weight=0 221.589 21.2711 110.458 99.7466 18.3559 8.47557 81.3906 26.2732 9.88037 10.7118 19.605 1.71323 200.318 197.86 110.637 48.2862 17.7347 87.2227 11.6434 5.50571 62.3511 57.9774 4.75662 30.5515 20.7378 9.81365 54.9912 20.1104 12.2147 4.74862 3.32707 34.8808 10.2778 9.10396
internal_count=78197 39133 2652 39064 35686 4370 2105 31316 12930 2265 3378 2374 323 36481 36086 17080 9521 3685 19006 2018 888 7559 6849 764 5836 3601 2235 6476 2444 1448 690 489 4032 1160 1005
shrinkage=0.1


Tree=61
num_leaves=36
num_cat=0
split_feature=3 12 1 0 14 3 0 12 4 12 4 7 5 5 5 7 0 4 4 4 5 12 5 3 3 14 5 4 4 4 14 12 3 3 5
split_gain=1.34668 0.416269 0.411596 0.339752 0.338661 0.325739 0.310603 0.377924 0.262898 0.269141 0.252099 0.537785 0.235194 0.41506 0.8945 0.353349 0.393651 0.306458 0.356378 0.242793 0.388203 0.257311 0.221226 0.25394 0.247904 0.219413 0.223218 0.42577 0.542954 0.413042 0.580805 0.696535 0.360105 0.408424 0.313162
threshold=-0.046893349790479981 -0.0095491350971809285 0.0016649128519929948 1.4815107533650009e-05 -1.0447941637998901 0.99684846306433894 0.0019558566855266695 -0.0029581626341209015 0.041558564873412258 0.0019991854959122992 -0.035183864645659917 0.074772524385960173 -0.010946817655127535 -0.07683836389876296 -0.077167292479977487 0.046046729430136678 0.019168366678059105 -0.00085899350233376015 0.00052675139158964168 0.15746536757797006 0.11067317911548376 0.0012562377325243078 0.09580170579928067 0.82589990046790274 0.027657667174935344 -1.4389027549876776 -0.014234752680246305 -0.021173494402319189 -0.0049655339680612079 0.037705400958657272 -0.066791483837270377 0.00054646624053274618 -0.99530814604077011 -0.85665492148837064 0.27404283415481495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 10 -2 12 8 -8 9 -3 11 -1 13 14 -4 -14 -17 -15 -19 20 22 -21 -18 24 -24 -5 27 -27 -29 30 34 -32 -31 -34 -28
right_child=1 2 5 25 -6 -7 7 -9 -10 -11 -12 -13 15 17 -16 16 19 18 -20 21 -22 -23 23 -25 -26 26 29 28 -30 32 31 -33 33 -35 -36
leaf_value=0.031191235706003184 0.10381237158035508 0.038064424001761452 -0.010129749846438788 0.049339553063411194 -0.023414619472975268 -0.046951730732937125 -0.021586797052673225 0.047272827353161961 -0.046483827551228922 -0.009446348477780378 0.032570697395869624 -0.069510453146219356 -0.0087715158750386272 -0.0048872615556412001 0.042620932181585476 -0.024861338169769792 0.010012512634224736 -0.042817738373747798 -0.012128474772084268 0.0015443245044671529 -0.009482392332986804 0.096684143079390272 -0.0080350617382203022 -0.039025305871627877 0.055882176876548798 0.021969137659414762 0.0042247740548748179 -0.016449893279435825 0.0086836007306975074 -0.040824757431238971 -0.02486570534075495 0.0023297676447488823 0.042318563880900578 0.0077239976636129335 0.037736198883448369
leaf_weight=1.4683044799021447 0.21191172255203383 1.892804583767427 23.076257847922538 1.1037520907120768 16.479331062513666 1.9800784162143816 1.0112521030678179 3.7624721271131421 1.064651866618078 3.2218674144241959 7.6794729256071133 0.8301437934860586 36.777631681990897 7.770662866651036 3.7348534573684402 3.6767296889447634 12.638859964703451 8.5661405665014225 6.7778304431631105 0.5068447471858224 8.4679650815996848 0.64734529581619427 0.74778806793619823 0.40793486496841058 3.2185024784557754 18.066086118058593 34.288281089287921 10.29429025549325 52.076545922325749 1.0522185119443772 18.005885034115636 19.745496554798592 5.2153345290971638 9.8733705204285762 3.0354436329071168
leaf_count=124 56 306 7921 122 5189 1088 143 535 158 481 654 69 10303 3882 989 838 4169 4044 3291 100 3116 87 114 208 648 3384 4397 2031 10648 166 3190 2814 731 1676 525
internal_value=0 -0.00693306 -0.00502356 0.00593285 -0.0217993 -0.00673102 0.0135266 0.0326858 -0.00127449 0.00813613 0.0238747 -0.00517977 -0.00605043 -0.0112475 -0.00278145 -0.00218297 0.00581094 -0.0210674 -0.0292615 0.0100449 0.00801297 0.054905 0.016721 0.0361044 0.0438315 0.00489658 0.00461081 0.00845095 0.00453532 0.00122446 -0.00189571 -0.0106414 0.0157371 0.0196814 0.00695017
internal_weight=0 146.64 129.948 182.735 16.6912 118.995 10.953 4.77372 6.17932 5.11467 9.97792 2.29845 117.015 49.9257 26.8111 67.0896 30.312 23.1146 15.344 26.6352 25.4811 1.15419 17.0131 4.37423 3.96629 172.757 171.653 80.4369 62.3708 91.216 75.0751 37.7514 16.1409 15.0887 37.3237
internal_count=78197 47666 42421 30531 5245 40798 1623 678 945 787 847 193 39710 20127 8910 19583 9280 11217 7335 8442 8255 187 5139 970 762 29684 29562 16063 12679 13499 10926 6004 2573 2407 4922
shrinkage=0.1


Tree=62
num_leaves=36
num_cat=0
split_feature=2 9 1 9 9 2 8 7 9 2 6 7 2 14 7 6 2 14 8 14 14 9 14 14 8 6 1 6 14 14 7 6 6 8 14
split_gain=1.09308 0.511556 0.488004 0.404334 0.587106 0.385125 0.355559 0.349402 0.31468 0.36175 0.305521 0.427144 0.30237 0.308895 0.31681 0.298245 0.336331 0.303466 0.296072 0.291242 0.431556 0.395831 0.279462 0.276351 0.272112 0.265938 0.25806 0.253052 0.264295 0.349089 0.24182 0.240644 0.389247 0.273456 0.257149
threshold=0.0016834852867759766 -0.30610155012286872 0.023419357836246494 -0.53355871336626615 -0.53383131810995843 0.0077743942383676776 -0.44748508318280439 -0.61956669779314422 0.85628955194357415 0.0096924444660544413 1.0342643871620398 -0.19077200612956405 4.3101383653265665e-06 -0.50606414932021015 0.26733285439748378 -0.2356508642017402 0.1239360310137272 0.82166069276963039 0.16551140078208673 -0.026215688610212073 -0.070650008867509273 -0.27517043381320133 -1.4389027549876776 -0.011811161075785219 0.17198030094877023 -0.24593067290664741 0.22815268486738208 -0.1907946236234736 0.38031342630990922 0.32962208053636344 0.47957902623377863 -0.47169249002961233 -0.3635011869728908 -0.42220672841083323 -0.043931477559867094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 4 18 -6 -1 -2 -5 -10 19 -12 -8 -14 -15 17 22 25 -4 20 21 -3 -17 -13 -11 -9 -7 -24 29 -29 -18 34 -33 -34 -22
right_child=2 10 3 8 5 26 12 15 9 24 11 23 13 14 -16 16 30 -19 -20 -21 31 -23 27 -25 -26 -27 -28 28 -30 -31 -32 32 33 -35 -36
leaf_value=-0.048421727545124464 0.034934489531973326 0.051191057112203175 -0.026868032205392162 -0.010719213085968002 -0.014238443465815185 0.032193520902020038 0.02870891145239254 0.0092507002733695273 -0.095624566660182334 0.020775043482073579 -0.047822776773668807 0.023851135031966862 0.0092425062631274618 -0.018115167301927582 0.036787378461930087 0.076284363220709639 -0.041858298096171725 -0.042508436903952333 0.01748868901198395 0.019670417283648347 0.0425479886292566 0.0093413926279146877 -0.039933086803885728 -0.013392781942381318 -0.023337974098510499 0.074850055966951851 0.10453091336914277 0.0010489499739617966 -0.019747154142986965 0.065541250912886539 0.068437104467653359 -0.11059677864996337 -0.082289247341276378 -0.008061249906647236 -0.018022443803132244
leaf_weight=1.6357899084105181 3.1728173292358397 2.6731778238026935 4.8200278721633367 117.17042885759838 1.7824627617374043 5.6161741659743711 3.1517800653819021 28.174435595214167 0.32240347738843311 7.1915809143138159 1.8252935977507148 4.1110550371231511 10.002513953717431 13.063009614183096 1.1429886440746475 0.45392921334132452 3.115813312324462 1.1137682821718033 2.1878385242598597 43.867791019039942 1.4731891972187443 14.625639990181298 1.7382486540300295 3.8656239631382032 1.7358669731438565 0.6318491104029843 0.54064407743862819 30.55426010446536 6.2161255748942486 0.86301205365452816 0.21232789393980045 0.45365208841394622 0.54439788495074015 5.6185009749678994 1.3370548600796608
leaf_count=184 618 319 1420 42047 291 1169 178 5368 53 1496 354 613 836 1263 101 65 1014 171 780 6252 248 2319 365 524 598 126 165 6381 1313 160 98 76 67 917 248
internal_value=0 0.00825303 -0.00400069 -0.00747848 0.0080749 0.026695 -0.00313375 0.00244743 -0.00931742 0.00843949 0.0123599 -0.00418372 -0.000426112 -0.00421929 -0.0136978 0.00103686 -0.00428272 0.0087093 -0.01302 0.014657 0.00642785 0.0158084 -0.00173064 0.00580215 0.0121976 0.0106896 0.0385456 -0.00263011 -0.00090712 0.00282051 -0.0348217 -0.0107861 -0.0211988 -0.0146182 0.0137299
internal_weight=0 109.391 217.614 141.367 14.9471 7.93928 28.9961 76.2466 126.42 9.24985 80.3954 9.80197 27.3603 24.2085 14.206 73.0738 43.1537 29.9201 7.00787 70.5934 26.7256 17.2988 39.8256 7.97668 8.92745 28.8063 6.15682 39.3716 37.6334 31.4173 3.32814 9.4268 6.61655 6.1629 2.81024
internal_count=78197 14499 63698 48019 3825 1625 2562 15679 44194 2147 11937 1491 2378 2200 1364 15061 9396 5665 2200 10446 4194 2638 8284 1137 2094 5494 1334 8219 7854 6541 1112 1556 1060 984 496
shrinkage=0.1


Tree=63
num_leaves=36
num_cat=0
split_feature=1 1 0 5 10 12 13 15 12 15 5 13 5 10 11 10 5 13 10 1 13 15 12 11 11 0 5 0 15 15 5 5 15 0 15
split_gain=0.912374 0.454959 0.555012 0.374951 0.361356 0.318318 0.299031 0.347105 0.295827 0.282105 0.279831 0.280188 0.274369 0.268777 0.255654 0.295624 0.243507 0.224465 0.221303 0.243785 0.292094 0.335001 0.233495 0.267978 0.379479 0.22966 0.221208 0.211499 0.20929 0.358681 0.33285 0.217741 0.246846 0.205726 0.27079
threshold=0.00064300670055672537 0.096004132181406035 0.052986569702625282 0.088124966885653841 -0.22818693203797177 -0.015011222534792279 -0.0028996370326675341 -0.76099148954093898 0.022158068939338946 -1.0369895980553829 -0.0096353476552354014 0.0025918101702330503 0.11067317911548376 0.36117017024377168 0.0031748705906384203 0.23190701534987207 0.09580170579928067 0.010040143757882059 -0.071251683089378806 0.00019589326257118958 -0.0018477776616623611 0.76125491875566043 0.011922212598294167 0.0026915166230030976 0.010947537386940844 3.347691745148041e-05 0.10124205720384363 0.1085575930774212 -0.47831952490545204 -0.043896378051069621 -0.18908465663047172 0.094783311809234175 -0.76099148954093898 0.040815230458974845 0.043312817814006803
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 17 3 4 -3 -4 7 16 9 -1 11 -8 14 27 26 -16 -7 -2 19 20 -11 22 23 -22 -25 -20 -9 -14 31 -30 -31 32 -27 34 -6
right_child=1 2 5 -5 33 6 10 12 -10 18 -12 -13 13 -15 15 -17 -18 -19 25 -21 21 -23 -24 24 -26 28 -28 -29 29 30 -32 -33 -34 -35 -36
leaf_value=-0.030224132194731926 0.0012816988557844157 0.06454853514920357 -0.032310755982119473 -0.066705905179337138 -0.037293247691184521 -0.022353054392248543 -0.0077853580992380197 0.019078489939261457 0.042818644572214508 0.01460602639603407 -0.0020675877137466708 -0.029534110686834404 -0.09047844839394853 0.04236418217200786 0.0016815826410629419 -0.10443864273554769 -0.13179252976068234 -0.014233189141394873 0.029078201709960838 0.015722472900069114 -0.027158012099305202 -0.061776451700020454 0.025422991195630781 0.034433029259230974 -0.04811760810173174 -0.030204807480162323 0.084006147707849699 -0.018671171166611229 -0.0079653953534117011 0.096845430653883124 0.014577816171173095 0.066959531189833277 0.046315423695766897 -0.066123099622974399 0.041096227838565286
leaf_weight=1.7656209599226702 163.45610052386837 0.47707962670756421 4.4428583327062361 2.5723822563377325 1.282783787006337 0.79906809653039335 14.627855532109608 10.337075309864307 2.7277946549875187 5.7036181169241944 28.807100667272607 9.9546827081685461 0.51895931031322096 0.57142382804886427 6.0121905879641409 0.27449370109388826 0.27269600471481681 9.8892076574993535 9.2478660091292095 10.231635252686827 5.4174886293840228 1.2595003916649155 1.8126103460090224 1.9757135875406677 0.77541247574845318 0.75872541894204915 0.55279754009097892 1.9568098163144894 9.0800573526030348 0.51065967668546264 13.317876208922829 1.2725610042689366 0.94871247536502712 1.0004972488241035 0.67127613459888369
leaf_count=160 36401 195 1512 713 495 295 6709 3414 248 436 9375 4485 166 177 2248 58 26 2608 1002 1039 462 91 136 161 73 132 114 808 1328 64 2079 154 153 379 301
internal_value=0 -0.00254354 -0.0085302 -0.0378424 -0.0162061 -0.00630606 -0.0047591 0.00525993 0.0105663 0.00919337 -0.00875539 -0.0165925 0.00819896 -0.0194548 0.0131049 -0.00295192 -0.0501985 0.000396587 0.0103103 0.00353396 -0.00382592 -0.0131784 -0.00704597 -0.0142508 0.0111659 0.0155513 0.0223744 -0.0337231 0.0107193 0.00747642 0.0176158 0.0356487 0.0123125 -0.0292458 -0.0103642
internal_weight=0 258.477 85.132 6.00402 3.43164 79.128 74.6852 21.2955 66.8059 64.0781 53.3896 24.5825 20.2238 3.04719 17.1766 6.28668 1.07176 173.345 62.3124 27.176 16.9443 11.2407 9.98123 8.16861 2.75113 35.1365 10.8899 2.47577 25.8886 22.9086 13.8285 2.98 1.70744 2.95456 1.95406
internal_count=78197 70479 31470 2083 1370 29387 27875 7306 7718 7470 20569 11194 6985 1151 5834 2306 321 39009 7310 2398 1359 923 832 696 234 4912 3528 974 3910 3471 2143 439 285 1175 796
shrinkage=0.1


Tree=64
num_leaves=36
num_cat=0
split_feature=3 4 4 3 9 9 8 4 4 4 3 3 11 8 3 3 4 3 4 4 4 9 1 11 8 11 1 11 12 9 10 9 4 4 3
split_gain=1.28368 0.665439 0.495573 0.414907 0.337874 0.29501 0.392116 0.363838 0.453484 0.410693 0.376101 0.367124 0.428662 0.348245 0.346648 0.393246 0.335299 0.300748 0.585254 0.2638 0.288787 0.266843 0.261538 0.30632 0.257105 0.290832 0.294342 0.256992 0.256934 0.243279 0.38199 0.374391 0.440052 0.385042 0.360345
threshold=-0.32123034540563816 0.00073716038605198275 -4.869582335231825e-05 0.74772837335694942 0.0069582125524145647 -0.52040056262339207 -0.098465703340004471 0.0039202980697155007 -0.0033588708611205216 -0.002370231290910851 -0.97862784280005133 -0.97542564954346733 -0.004943609827460488 -0.060998493995691155 -0.80984079529844155 -0.72041309811174858 0.00047182821435853844 -0.98349309572949994 0.30088998004794126 -0.30489003658294672 -0.2248429041355848 0.85615503593196896 0.0010309792705811562 -0.024115214445952254 -0.21803463559882424 -0.0058272166525150703 0.012884407304227354 -0.0088027117864361657 0.00070407457366212058 -0.19427050984044572 -0.16089109202824611 -0.1942085329469812 0.27395786531269556 0.10319909080863 -0.12924643186852333
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 22 -5 6 7 8 14 -10 28 -9 -13 -8 27 -16 -12 18 -7 21 -21 -19 -4 -24 25 -3 -27 -1 -11 30 -26 33 34 -31 -33
right_child=1 24 3 4 -6 17 13 11 9 10 16 12 -14 -15 15 -17 -18 19 -20 20 -22 -23 23 -25 29 26 -28 -29 -30 31 -32 32 -34 -35 -36
leaf_value=0.017833673562554341 -0.0053502879717307337 -0.0012999395509799524 0.026965310355617941 -0.022388048245616909 -0.061958846559133945 0.022679966901396845 0.041415451879317042 -0.061730052165882614 0.066841456160125337 0.069088585846395351 -0.029045815960960293 -0.054474985171893177 0.0079127738516718456 -0.0025793035388117116 0.064853750002171959 -0.019023975833273407 0.030605379815767244 0.0075635089910666463 -0.05676937134228599 0.085419785124838762 0.0074001037390934435 -0.1160567465416549 0.029795663215590368 -0.018325268563120715 -0.044536513867957678 0.061832212198564829 -0.00027510540585188036 -0.044324178689239262 0.0092863294885289823 0.034599515943086787 -0.0034267427551655568 -0.028226690710639379 0.028344025807960166 -0.023470746602934921 0.0005962117093497696
leaf_weight=0.80635994393378485 83.519211597951653 3.0042188427760266 1.5325028430670524 5.4853286731777171 3.5569874801949481 25.753074666185061 3.6641230883542448 2.0211477913544513 1.3771061983425195 1.2683441480621716 3.1032984077464763 1.5964066950837148 3.5512854806147507 3.5350462400965617 0.91793521190993521 1.4292374192737067 1.3532076668925581 0.35163990447472215 0.96180629084119473 0.47777424240484734 67.721999832765505 0.34684571251273155 1.4021459673531378 23.388231711949629 2.6368133286523543 2.3047828449634831 1.1407592880714217 3.798649363219738 1.6570300702005623 6.4131788976374073 15.828215321220339 4.9367534680932286 5.0689198833497349 1.3891602728981522 35.735630326136743
leaf_count=62 26694 475 216 2299 1902 3431 327 224 105 75 343 150 331 367 79 143 141 98 191 82 12698 36 319 6696 788 335 234 389 107 1148 4348 1239 958 207 10894
internal_value=0 -0.00483423 -0.00955161 -0.0194736 -0.0379541 0.00809548 -0.000542055 -0.00694659 0.00157158 0.0167076 0.00735496 -0.0256149 -0.011435 0.0198125 -0.0174981 0.013779 -0.0109329 0.0108128 0.0198196 0.00732046 0.00794667 -0.0538224 -0.0131252 -0.0156035 0.00231379 0.0214412 0.0412696 -0.03344 0.0352146 0.000600566 -0.00929723 0.00401392 0.000560355 0.0242604 -0.00290227
internal_weight=0 197.343 118.884 35.3652 9.04232 125.692 30.0792 22.88 15.7112 8.75899 7.38188 7.16884 5.14769 7.19917 6.95218 2.34717 4.45651 95.6131 26.7149 68.8983 68.1998 0.698486 26.3229 24.7904 78.4584 6.44976 3.44554 4.60501 2.92537 72.0087 18.465 53.5436 45.7413 7.80234 40.6724
internal_count=78131 58752 38126 11432 4201 19379 2843 2149 1444 771 666 705 481 694 673 222 484 16536 3622 12914 12780 134 7231 7015 20626 1044 569 451 182 19582 5136 14446 13091 1355 12133
shrinkage=0.1


Tree=65
num_leaves=36
num_cat=0
split_feature=3 4 7 2 9 12 6 4 4 6 7 3 2 2 3 4 9 9 8 9 2 9 8 6 12 8 9 4 6 3 6 8 9 2 3
split_gain=1.2208 0.388233 0.422119 0.345513 0.292073 0.270898 0.260529 0.245802 0.384156 0.402717 0.401911 0.341945 0.395901 0.256409 0.377895 0.255118 0.251968 0.271086 0.292277 0.243801 0.236325 0.293671 0.30145 0.299448 0.272103 0.224372 0.360931 0.340412 0.288447 0.216166 0.228631 0.223846 0.243749 0.218639 0.381119
threshold=-0.057803598232567303 0.0028560720384120945 -0.13203228317755358 0.076002772897481932 0.26294026474615767 -0.024415226809029193 0.63073181954422675 -4.869582335231825e-05 5.6121878515114083e-05 0.72676617627261686 0.15612409363667326 0.20806669164448979 0.18569616973400119 0.028010929003357891 0.024151815101504329 -0.001186023546324577 -0.52040056262339207 0.83126206794089419 0.08303984309324329 0.85628955194357415 5.812825838802383e-05 -0.10097179351456757 -0.40150042965183469 -0.050064964822597577 0.024460129520226678 -0.38438593363111156 -0.5331401286666928 0.048658616840839393 -1.5900426083153723 0.078354675701120882 -0.56252561118033162 0.08303984309324329 -0.23986508228446132 0.14280173182487491 0.0049451335798949012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 20 5 -4 -5 13 9 10 11 12 -9 14 15 -2 -15 29 -19 -10 21 22 23 -1 25 26 27 -22 -27 31 -31 33 -33 -18 -35
right_child=1 2 4 6 -6 -7 -8 8 19 -11 -12 -13 -14 16 -16 -17 17 18 -20 -21 24 -23 -24 -25 -26 28 -28 -29 -30 30 -32 32 -34 34 -36
leaf_value=0.0081584017712670268 -0.02486287111430141 0.020008833589604667 -0.098575884408307571 -0.0079506989344512637 0.016690136221063853 -0.0068557968750318152 -0.062413579771387721 -0.017322264988866767 -0.009317783156221492 -0.05724247185044077 0.0061533946359371974 -0.045846959852809718 0.10678619435883714 0.017839460800869341 -0.11431956815251845 0.010093963964711426 -0.0090430787371623394 0.026306222140798769 -0.015376166834383077 0.035777025926000593 -0.025866134079291114 0.02530259174453918 0.010482314410163708 -0.065422205117717555 0.034834684696853781 -0.070782571763060159 0.027080220655219474 0.060386845796022749 0.0028362155730275902 -0.035728784989236366 -0.010137865840186045 0.10889608685574417 0.013220935951181593 -0.058246853332346193 0.10080935453522955
leaf_weight=1.124147479888052 8.251399027896694 9.5435293138652906 0.32571507073589501 4.7199977060809024 5.8100755245177416 28.348316402207278 1.0791359957074744 5.0913624151471613 19.575292434117731 3.4250808651995603 4.4238767024071413 5.9713800162280677 0.27069520173972694 5.2330742503982028 0.40542081726016554 2.7949007306015092 14.878204854834621 4.948158551578671 2.5487569041943061 1.2771173535729747 2.7572554011130701 13.694015773847239 24.702755235506633 1.0887701173778612 2.9104516578081521 0.53478768582863168 9.0078083962580404 0.54861100716516364 110.69405286752044 4.5128967024502336 15.419173766068527 0.28733198265399584 3.6349968769573016 0.22390954167349342 0.46041289744607639
leaf_count=97 2101 2637 82 1230 1254 8350 325 1345 7103 1153 1451 2478 88 1650 64 698 4571 1071 770 301 356 1666 1995 87 359 85 1512 40 21427 2129 8200 95 1140 75 146
internal_value=0 -0.00647073 0.00139612 0.00591064 -0.00375498 -0.00789767 -0.0180855 -0.00981288 -0.0159512 -0.0261644 -0.0194091 -0.0293871 -0.0110568 -0.00594887 -0.0194983 -0.0160182 -0.00297335 -0.00529494 0.0121353 -0.00655593 0.0067436 0.0133805 0.00731483 -0.0280437 0.0046122 0.00390021 0.0167085 -0.0115524 0.00248226 -0.00861009 -0.015932 -0.00112012 0.0202297 -0.00650106 0.0487663
internal_weight=0 147.661 44.0276 172.862 34.4841 28.674 5.79913 103.633 40.0348 19.1824 15.7573 11.3334 5.36206 63.5986 11.4517 11.0463 52.1469 46.9138 7.49692 20.8524 167.063 40.6097 26.9157 2.21292 126.453 123.543 12.3137 3.30587 111.229 39.4169 19.9321 19.4849 3.92233 15.5625 0.684322
internal_count=78131 48952 12323 29179 9686 8432 1555 36629 13919 6515 5362 3911 1433 22710 2863 2799 19847 18197 1841 7404 27624 3845 2179 184 23779 23420 1908 396 21512 16356 10329 6027 1235 4792 221
shrinkage=0.1


Tree=66
num_leaves=36
num_cat=0
split_feature=2 2 9 11 9 15 15 11 15 13 15 15 2 15 7 15 13 13 14 9 11 12 7 9 14 7 12 7 15 11 12 9 9 9 9
split_gain=1.02479 0.324507 0.449334 0.286158 0.298673 0.320469 0.463794 0.439557 0.415627 0.308502 0.305296 0.287151 0.281953 0.3196 0.277388 0.263598 0.389626 0.365885 0.432998 0.300863 0.247432 0.289011 0.235411 0.235054 0.376077 0.365982 0.401977 0.23259 0.226813 0.225071 0.221703 0.327615 0.378071 0.222872 0.305638
threshold=0.0018236382165923717 0.77258625626564037 -0.33110332967144579 -0.016254459520625424 -0.25503954222360936 -0.070323435188279895 -0.27245267387916766 -0.010441312475698459 -0.056573483502175205 0.00099156564153972762 -0.36741230589785318 -0.36741230589785318 4.3101383653265665e-06 -0.51405948532827028 0.11147861168498889 -0.06386508356682373 -0.0016049073285566236 -0.0073406537222608518 0.11990443912880615 0.12530445398093593 -0.0029739856464320665 -0.0011379926146235461 -0.27947465824430617 -0.19427050984044572 0.13170267628885815 0.10109200646595067 0.0039604703645814022 -0.28560597330766163 -0.81744228044857015 -0.0095963799641201487 -0.0063429646081380889 -0.19638855720316364 -0.28368243369817148 0.85822439364835568 0.85615503593196896
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 30 -3 11 5 6 7 -5 9 -7 12 22 -9 14 28 19 17 18 -17 -13 21 27 -1 -23 -25 -26 -27 -6 -14 -28 31 32 -2 34 -32
right_child=1 2 -4 4 20 8 -8 10 -10 -11 -12 15 13 -15 -16 16 -18 -19 -20 -21 -22 23 -24 24 25 26 29 -29 -30 -31 33 -33 -34 -35 -36
leaf_value=-0.083095100960093343 -0.0055884601267895328 0.010395669393556756 -0.022797113026967047 0.054743184312820728 -0.044869060196327727 -0.073107299064451334 0.038137826161110056 0.053680001672376548 2.4187541240297342e-05 0.015818179913838937 -0.064411925959246122 0.034366534933756791 -0.010782674259168507 0.030155197859921559 0.023300844787045607 0.0067052719610456585 -0.029038141754233873 0.043627531346990982 -0.092799895367390167 -0.042804738176481033 0.021631597422828542 0.043893499368326559 -0.016578769792769676 -0.0056449367197919688 0.034323765026561974 0.044032396345450954 -0.10132328943214737 5.338474447580061e-05 -0.059293373230999195 -0.0093796992608455223 5.3599183989647505e-05 -0.0040761885960872669 -0.048879675934118627 0.023144677448223443 -0.01430043706596542
leaf_weight=0.69155014655552838 3.9836491994065 5.3138642759149688 17.540255429305034 1.3426710485946376 1.4557352376577908 1.4041728131996958 5.4048467349202829 0.85068405373021772 20.039050762614352 0.54021809107507568 0.831014402094297 3.5403839007631186 2.1240487089962676 1.6929528301116104 1.1399221341125665 2.5332157561206263 4.3300725942826794 2.1127319956431165 0.5285618609341326 0.5892810348959755 27.991523420450903 2.3757735233812189 2.3072425053396755 7.8675286830439282 7.1715870864663867 0.66598585061001347 0.52860121452249575 5.5342434660233293 1.7644599718041716 0.53642453951761115 135.63041715450527 22.868979814295017 4.0869364238169528 3.7550320727459612 16.65568215760868
leaf_count=68 1292 2047 10289 113 285 192 723 50 2179 84 90 525 200 138 93 342 622 239 46 88 4297 270 229 1459 1026 97 56 989 174 101 38410 6265 1172 750 3131
internal_value=0 -0.00383101 -0.0150794 0.00816143 0.01036 0.00345322 0.0146435 0.00161387 -0.0042589 -0.0484008 -0.0068753 -0.00390173 -0.000560811 -0.00742574 -0.0200783 0.00226035 -0.00690494 0.0116163 -0.0104725 0.0233546 0.0150984 0.00810139 -0.0319181 0.0144553 0.0102848 0.0243625 -0.016907 -0.00930218 -0.032795 -0.0550138 -0.00245616 -0.0101892 -0.0275111 -0.000922865 -0.00151632
internal_weight=0 209.835 22.8541 107.894 91.2614 37.134 15.1506 9.74575 21.9834 1.94439 8.40308 16.633 7.57207 6.72138 5.02843 13.6342 9.50458 5.17451 3.06178 4.12966 54.1274 26.1359 2.99879 19.1459 16.7701 8.9026 1.73101 6.98998 3.88851 1.06503 186.981 30.9396 8.07059 156.041 152.286
internal_count=78131 63356 12336 14775 12616 4036 1581 858 2455 276 745 2159 655 605 467 1862 1249 627 388 613 8580 4283 297 3009 2739 1280 254 1274 374 157 51020 8729 2464 42291 41541
shrinkage=0.1


Tree=67
num_leaves=36
num_cat=0
split_feature=3 5 4 13 0 6 5 5 5 4 4 1 8 13 4 6 6 8 3 13 5 0 3 4 1 6 6 6 6 6 8 0 1 3 5
split_gain=1.10602 0.310991 0.438503 0.418688 0.349288 0.41896 0.307516 0.836474 0.749375 0.34293 0.288667 0.287954 0.342033 0.365144 0.356532 0.271968 0.351699 0.273837 0.268321 0.396745 0.26662 0.295264 0.26654 0.34493 0.257826 0.491791 0.247718 0.241408 0.485795 0.290229 0.239244 0.238962 0.3078 0.289898 0.289391
threshold=-0.067255069778184393 -0.014234752680246305 0.037705400958657272 -0.0037314033634278285 0.00012874790991190824 0.15787886833366704 -0.010946817655127535 -0.075773361666093025 -0.076839542186349738 0.10319909080863 -0.00085899350233376015 0.01226838491857052 0.0030984161649688707 -0.0048577221149294436 0.021105196326971058 0.49736235673275669 0.39336176182790877 -0.096219619896841455 -0.99727326542324579 -0.00047555671879607287 -0.07683836389876296 0.11345841363072397 -0.993545459508823 -0.090390302240848527 0.00058124333736486744 -0.4786513863113035 -0.12965770737509477 -0.2534490436491571 0.1247323030815377 0.25112158233440335 -0.03293046862391396 0.016603574156761173 0.017083873972296718 0.055432162305805839 -0.00053885969652236315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 18 22 5 -5 7 8 11 20 -9 12 13 -2 -14 16 -4 -17 19 -3 21 -10 -1 -24 25 -8 -21 -6 -29 -30 -15 -26 33 -33 -34
right_child=6 2 15 4 27 -7 24 10 9 -11 -12 -13 14 30 -16 17 -18 -19 -20 26 -22 -23 23 -25 31 -27 -28 28 29 -31 -32 32 34 -35 -36
leaf_value=0.053360397756066075 -0.049508329358368977 0.059087941563029024 0.016207570489904542 0.036326744010386811 -0.0088836320596028841 -0.0047586412315443775 0.071349675181081401 -0.0098678585578533973 0.033834397148271883 -0.032267553771614679 -0.031775509640076249 -0.013685476840378361 0.013400370973262547 0.028478803998395155 -0.068496801831261958 0.020594571884715515 -0.038892716456946294 0.081461748153682192 -0.0029115396281562027 -0.049473529428647085 -0.013237970574291444 0.11636427720444086 -0.035975727514144747 0.020881986636289721 -0.015994700510029533 -0.00070706362255632427 0.020736876581398 0.023484870180912124 -0.03397087231294197 0.0020165503249002675 0.095243581283270068 0.012595617250611094 0.011095594254586351 0.079186374721232577 -0.0061863928567321294
leaf_weight=2.3552865146921276 0.42980176390847225 1.7685033639136238 10.933534189069176 6.9404229696810926 14.684175120099097 3.8636792529723607 1.3662346447235902 8.9838737678328489 5.8706817325437441 0.93389978108461935 18.197673714246775 23.987765301833861 1.4625406332124842 1.6282386435850644 0.83508882287424047 1.9839378231263256 1.2956921080549353 1.1780225675720419 68.632649313821275 0.78775242521805955 1.1081205265800216 0.46806170418858517 1.1249481115228324 20.702146962801631 12.556300393011041 3.0880506463727206 1.3878663329451217 10.891923712930295 2.6408838967981891 14.799317869350487 0.80063285416690866 4.3154579717083825 11.970126164680549 0.77047972661966913 50.853812373135042
leaf_count=271 88 166 1765 666 3070 424 124 4615 1223 151 8990 9082 300 313 158 342 179 156 10114 83 359 178 235 3641 2665 423 95 2354 700 4005 138 811 4168 261 15818
internal_value=0 0.00587355 0.00179739 0.0104705 0.00555949 0.0216341 -0.00598218 -0.0111757 -0.00149893 0.0248537 -0.0245347 -0.00907696 0.0123624 0.0354523 -0.0163657 0.017129 0.0103697 0.0432713 -0.00145394 0.0239101 0.0320172 0.0399285 0.0214003 0.0179516 -0.00202491 0.0213944 -0.00468505 0.00152214 0.00691532 -0.00343285 0.0504866 -0.00332131 -0.000978041 0.0226836 -0.00289358
internal_weight=0 165.971 87.968 78.0028 53.8204 10.8041 149.627 64.7064 37.5248 8.38076 27.1815 29.1441 5.1563 2.85867 2.29763 15.3912 12.2292 3.16196 72.5768 3.94412 7.44686 6.33874 24.1824 21.8271 84.9205 4.45429 2.17562 43.0163 28.3321 17.4402 2.42887 80.4662 67.9099 5.08594 62.8239
internal_count=78131 28266 12900 15366 11219 1090 49865 25595 11990 1911 13605 10079 997 539 458 2442 1944 498 10458 344 1760 1401 4147 3876 24270 547 178 10129 7059 4705 451 23723 21058 1072 19986
shrinkage=0.1


Tree=68
num_leaves=36
num_cat=0
split_feature=1 4 13 0 10 13 10 4 11 13 13 4 4 0 12 0 12 12 13 10 11 7 10 12 7 10 12 10 7 1 4 13 11 12 12
split_gain=0.619143 0.401356 0.312752 0.275635 0.392367 0.375137 0.2734 0.258022 0.225926 0.222556 0.312379 0.231035 0.317298 0.429639 0.233343 0.224669 0.211801 0.208309 0.202079 0.433767 0.283032 0.254324 0.231821 0.222585 0.21372 0.193594 0.2005 0.192089 0.180663 0.17177 0.174784 0.171595 0.170035 0.165866 0.194641
threshold=0.0031005705241113905 0.45899028657004243 0.0069730918999530477 0.0130178090184927 0.85115835285641117 0.0090197233526027511 -0.23794441984478473 0.0086808216292411106 -0.00060238448110306578 0.0019591935400349873 0.001558017448029308 -0.015489001409150658 -0.0043717762455344191 0.001008139690384269 0.011922212598294167 4.7195077058859176e-05 0.01503252634282322 0.0017550684386712638 -0.0042252316879529146 0.34582104212711046 -0.035076322109674409 -0.18713706775450509 -0.13549817895630276 -0.0095491350971809285 -0.12923053687293379 0.53465890056869025 -0.000911791220307044 -0.23794441984478473 0.51675793407497617 0.67086192965507518 0.00014875047781970355 1.0000000180025095e-35 -0.043137917022610696 0.018064324890570499 0.016397275221830248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 9 25 -3 17 16 10 33 -11 13 -13 -14 -16 -9 27 19 28 22 -21 -20 -22 -23 -5 -27 -4 32 -25 -31 -8 -2 34 -1
right_child=1 6 7 5 -6 -7 31 8 -10 11 -12 12 14 -15 15 -17 -18 -19 20 21 23 24 -24 29 -26 26 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.0065376116071709069 -0.042498459512378878 0.13765858254066685 0.039618675564919027 0.0078435552785525147 -0.083876441283297923 0.093540853394688248 0.062321925006629364 0.032900187558154069 -0.017690816499560742 0.016843301555310511 0.037830494411268081 -0.071641452650519855 -0.0074571906850734171 0.013362615884319829 0.07293555807375475 0.0090198848561430425 -0.064404031849169097 -0.009313892672426027 -0.0013049289843834245 -0.060407314840232311 -0.019016387901962528 0.065649618307096702 0.068501069312378038 -0.00239994744994158 -0.019307260695766312 -0.0031910215736447242 0.069919213169289202 -0.035395833126739162 -0.022489090097387754 -0.026566396603769173 0.016022383901730108 -0.011009824130034943 0.0095590328759142373 0.026122762799149747 -0.036117996572770747
leaf_weight=57.938288638046288 0.63816914999188057 0.27744322840590019 0.35682806800105016 5.0419410040012727 0.49266848457045753 0.72264711922616687 0.68531845470715669 2.5078301532339542 2.4136254541444933 5.3404898476146654 3.4972046867187592 1.5791304031154205 16.168173821977689 0.95370099574211042 0.65682811313308676 3.380023293546401 0.24560738282161754 7.7682186636666293 0.92723214271245524 1.461702254891861 9.5816566135799786 0.33912647844408672 0.97701659747690317 124.9255910271695 2.33420625457802 0.55046670988667745 1.1775093337055293 7.8747638038221357 1.9549253955046868 5.4074833135455256 1.1725934153691921 0.59712738762027584 37.314968287584634 4.2864989700901779 1.089873946039005
leaf_count=7519 145 49 146 973 78 124 181 670 717 790 395 176 2408 171 69 450 75 2771 277 260 3041 68 200 37129 622 81 136 2900 558 2729 632 167 10937 399 96
internal_value=0 -0.00288565 -0.00326427 0.00658537 0.00513463 0.0250539 0.0476499 -0.0147853 0.00464305 0.00559677 0.00873632 -0.00187373 -0.00626985 -0.0396344 -0.00208738 0.0194195 0.0242206 -0.0210596 -0.00196043 0.00396221 -0.00378467 -0.0268682 0.0345106 -0.00430154 -0.00853002 0.0177433 0.0466291 -0.0321441 0.00715668 -0.0032294 -0.0189769 0.0281775 0.0086837 0.0071293 0.00575003
internal_weight=0 209.761 208.202 102.875 95.3829 7.49256 1.55989 21.1669 5.16706 94.8902 66.8119 28.0783 22.7379 2.53283 20.205 4.03685 2.75344 15.9998 187.035 44.0431 142.992 4.13503 1.90425 141.087 2.67333 6.76992 1.72798 8.23159 39.9081 131.506 6.58008 1.28245 37.9531 63.3147 59.0282
internal_count=78139 64274 63877 13865 12551 1314 397 7279 1462 12473 8409 4064 3274 347 2927 519 745 5817 56598 12590 44008 950 477 43531 690 1190 217 3046 11640 40490 3361 348 11082 8014 7615
shrinkage=0.1


Tree=69
num_leaves=36
num_cat=0
split_feature=1 13 9 8 8 5 8 5 5 8 12 1 12 8 5 8 13 9 14 11 11 12 13 12 8 13 13 8 1 9 13 9 13 12 14
split_gain=0.63029 0.275711 0.221683 0.29882 0.298265 0.341076 0.309726 0.366484 0.289633 0.269096 0.259563 0.250259 0.227489 0.22242 0.209637 0.207774 0.275218 0.345917 0.336636 0.302079 0.221723 0.220262 0.292599 0.21307 0.313378 0.298498 0.220212 0.212319 0.202549 0.198054 0.492207 0.308398 0.57354 0.40724 0.25734
threshold=0.029442081227898601 -0.0036466524068032437 -0.40009942034740015 -0.1620890228856102 0.44809057159890892 -0.00053885969652236315 0.12387929086623546 -0.00085607554002452974 -0.0039103261223617991 -0.11385730713767206 0.010078538283324782 0.22815268486738208 -0.0060958577305428507 0.18213017956972791 0.2650848401936024 -0.36942433423744192 0.0042316941196634409 -0.3049377148352832 0.039943299924057415 -0.0075804569304407654 -0.0093948728396171712 0.0058496945033152279 0.011354500242255712 0.005969978466927075 -0.51771781109899917 -0.012624447560543957 -0.0029579190027436398 -0.24422874482702703 0.030359582975506786 0.85615503593196896 0.0073598924699641343 -0.19427050984044572 0.015227863279862622 -0.011547641125910479 -0.043931477559867094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 14 4 -4 5 6 7 8 -3 -9 -7 -11 -5 28 -2 16 17 18 -1 20 23 29 27 -19 -25 -26 -27 -23 -14 31 -31 33 -33 -17 -35
right_child=1 2 3 12 -6 10 -8 9 -10 11 -12 -13 13 -15 -16 21 -18 19 -20 -21 -22 22 -24 24 25 26 -28 -29 -30 30 -32 32 -34 34 -36
leaf_value=-0.00025012918885836209 0.0055300175130893617 0.024312507428805707 0.0095795655591785177 -0.023414854349000341 0.067091760335616285 -0.025520843001762036 0.039039115168493017 -0.0075010936561049433 -0.048157622315762101 0.020032036211082207 0.084347858681169077 0.096626642566449983 -0.06557344488783165 -0.022777713532168925 -0.021841168199364335 -0.045428087971314743 0.056036143524382548 0.034526473214422031 -0.077034159962631174 0.038828505824080574 -0.047237819618937811 -0.0035711133810120556 -0.028916385303167969 0.043632433852931564 0.030105843888902108 -0.098425400615829314 -0.017005356973482055 0.014484526575498015 -0.005773486469888984 -0.0036519534014706236 -0.063922408517034499 0.0057217123887176547 0.09056185474205973 0.003897068746923164 -0.013487312813795053
leaf_weight=2.5978073016740377 30.648795520923159 0.7396405429899463 7.3518788725414188 13.294505643247247 0.67999251576838915 5.3807173064851677 2.6226889346871767 3.9982503904029745 2.167811914318011 4.0431941044516826 0.22397870302665968 0.47688694871612813 0.57263956544920702 9.8783405998419749 3.0793560839119882 2.2837811905337722 1.5011292466369912 2.3014223640493565 0.73182544841256447 4.6642297487560427 0.7211322494840714 8.0790517501518462 1.9226860844210012 0.85896611705538628 0.59178335021715422 0.62613570189568934 0.70757320028497495 33.592625994544505 52.04116079326468 11.703752255561993 1.5324125564075064 60.619480329106409 0.80743414752941944 25.298539135765168 12.835175003427137
leaf_count=273 9768 305 2017 5025 269 1645 977 636 558 815 82 127 122 4991 1076 566 236 351 90 691 106 978 355 123 69 87 77 5087 19543 1776 297 13425 169 3269 2158
internal_value=0 -0.00482067 -0.00738006 -0.00966912 0.00197948 -0.000273383 0.00804753 0.000933678 -0.0297216 0.0113969 -0.0211302 0.0281131 -0.0115364 -0.00900937 0.00303105 0.00424398 0.0153723 0.0109493 -0.0171266 0.0198768 0.00465472 0.00317081 0.00922424 0.0120126 -0.00659564 -0.0290025 -0.0552296 0.010984 -0.00642434 0.000877674 -0.0106297 0.00237323 0.00683691 -0.00441071 -0.00195423
internal_weight=0 137.2 103.472 83.1385 20.3332 19.6532 14.0485 11.4258 2.90745 8.51833 5.6047 4.52008 75.7866 62.4921 33.7282 173.977 15.302 13.8009 3.32963 10.4712 5.80701 158.675 43.5944 5.08588 2.78446 1.92549 1.33371 41.6717 52.6138 115.081 13.2362 101.844 61.4269 40.4175 38.1337
internal_count=78139 47956 37112 31698 5414 5145 3418 2441 863 1578 1727 942 29681 24656 10844 30183 2103 1867 363 1504 813 28080 6420 707 356 233 164 6065 19665 21660 2073 19587 13594 5993 5427
shrinkage=0.1


Tree=70
num_leaves=36
num_cat=0
split_feature=2 4 4 13 9 13 9 10 12 2 0 10 4 13 5 4 4 10 12 0 9 4 13 12 10 0 10 2 12 4 0 2 0 9 5
split_gain=0.886056 0.301676 0.403791 0.386815 0.452272 0.388875 0.265346 0.22053 0.413264 0.454653 0.226303 0.221926 0.305422 0.239648 0.219514 0.218717 0.27007 0.212088 0.346255 0.362057 0.347283 0.296231 0.269084 0.25607 0.23961 0.303513 0.425357 0.345314 0.222323 0.26868 0.208572 0.208547 0.206736 0.198774 0.197992
threshold=0.00018425950111122805 0.00073716038605198275 -4.869582335231825e-05 -0.0029579190027436398 -0.52771965329246828 0.003820980039782576 0.080848219251022521 0.19782115222805222 1.0000000180025095e-35 0.012672340963035824 0.028028875589370731 0.25067555234995414 -0.037107283249497407 0.0079658376960016122 -0.19526530760343774 5.8482487474975652e-07 0.00020783262152690443 -0.19654991179956058 -0.0015588869675412969 0.0071304258890450009 -0.026614371405867799 0.0061201201751828202 -0.0040501104524086028 0.018064324890570499 0.15642721780365162 0.029563379473984245 0.80655077609221992 0.0057525609154254207 0.0035228945234063633 0.15746536757797006 0.098509695380926146 0.034030560404062278 0.00026038011128548538 0.85933753672018376 0.09825825340132309
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 33 5 15 -1 -2 9 -9 -11 12 -10 -13 -12 30 -17 18 19 -3 -21 -20 -23 -24 -19 26 -26 -27 29 -28 -5 -22 -6 34 -4
right_child=1 17 3 4 32 -7 -8 8 11 10 14 13 -14 -15 -16 16 -18 24 21 20 31 22 23 -25 25 27 28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.006343939514518779 -0.00060746116159262871 -0.0076325118785070256 -0.011049866228609706 -0.0012823281866365206 0.037024341609173388 0.079399597061813224 0.020307490608584014 0.035921467132874169 0.064920661046084654 -0.075955284334353862 -0.073700598182563679 0.0035000316864744266 -0.091150124640708666 0.072976176148117064 -0.018068133127947347 -0.033208203460160915 0.016215060622557679 -0.0038079995153576167 0.026442604054740346 0.023351849467257931 0.11990047309197366 0.027399718023656622 -0.014583357096863809 0.04566279276025529 0.010369204605801451 0.060788860290361547 -0.018809261638856472 0.012150418309639713 0.028060450836168191 -0.090266083566207925 0.10091634526593317 0.050215056477919309 -0.029470383972045256 0.038549599199245776 0.026240596271440705
leaf_weight=39.342529356592422 94.891517616331839 2.1141800608311341 6.7104116404079814 0.46553522360045718 0.47883451753296213 0.60368981887586404 20.805678619341961 0.84516703511326152 0.16881942756299395 1.502624584634759 0.91448110224155188 4.8804948148617768 0.48739004499657301 0.55270504196960235 3.1605447871734218 2.7900996137905167 1.8313541212410198 61.743354411466498 3.8945554144520456 3.6685688457655488 0.69395155280653842 2.1955518713984974 11.031649848046063 0.75370755587937388 5.1934934965029269 1.7409478377121548 1.1073318789567572 9.0344973847677448 0.40576529374811787 1.0026473397738298 0.34970001308829524 1.1267708428786134 19.867209562835342 1.3212333847186517 1.8072767622070385
leaf_count=3826 28315 337 2145 121 75 194 2935 203 76 334 329 1573 164 152 943 775 462 17647 832 955 173 439 2272 107 1104 245 232 2416 57 162 140 283 7334 282 500
internal_value=0 -0.00234813 -0.0053322 -0.014462 -0.020772 0.00325601 0.011174 -0.00225288 -0.0147316 -0.0324275 -0.0427842 0.00393312 -0.0509986 0.0105677 -0.0305527 -0.00519897 -0.0136231 0.00170646 0.00965484 0.0275292 0.0410716 0.00205184 -0.00474251 -0.0107304 -0.000817798 0.00917021 -0.00597916 0.0200087 -0.0397287 -0.052765 0.0425564 0.076775 -0.0279055 0.00246042 -0.0031376
internal_weight=0 249.336 143.629 36.2253 26.3864 6.04038 60.1482 107.404 12.5122 6.42282 5.57765 6.08941 0.656209 5.4332 4.07503 5.43669 4.62145 105.707 25.4789 7.60347 5.48929 17.8755 13.9809 11.7854 80.228 18.4847 7.70924 10.7754 2.51574 2.10998 0.815235 1.82072 20.346 9.83892 8.51769
internal_count=78139 71378 44117 12028 9101 1692 6761 32089 3774 1809 1606 1965 240 1725 1272 1498 1237 27261 5398 1748 1411 3650 2818 2379 21863 4216 1555 2661 451 394 261 456 7409 2927 2645
shrinkage=0.1


Tree=71
num_leaves=36
num_cat=0
split_feature=3 11 5 3 15 3 11 14 3 7 14 5 11 14 15 15 15 15 3 15 14 5 3 14 14 14 14 14 3 1 3 15 5 1 15
split_gain=0.922743 0.244472 0.24503 0.234537 0.330801 0.228145 0.30526 0.221731 0.221838 0.448086 0.514913 0.29255 0.46121 0.294278 0.2394 0.412495 1.07868 0.515611 0.397724 0.352225 0.240432 0.592011 0.441264 0.629873 0.391941 0.303438 0.235798 0.465914 0.477044 0.236739 0.223319 0.220738 0.323894 0.306273 0.214059
threshold=-0.37538511422462756 0.043227969460821504 -0.014108041508697764 -0.4096494121185969 0.20002441819130662 0.98379520224989403 -0.0091942875969012964 -1.4389027549876776 -0.64351534539309785 0.086380762258695717 -0.55946704930507651 1.0000000180025095e-35 -0.018185397150232763 -0.7072553927920352 -0.066506968339941672 -0.021737225475729743 -0.025074820050328284 -0.010987233216579637 -0.82386528217466537 -0.41432215796691246 0.25606272842534389 0.14256955565476573 -0.68236542609520245 0.87804774298601129 -0.12171725971306523 -0.54665707215837311 -0.46712038089947455 -0.75291191488735631 -0.99458718093228515 0.00033843780693132436 -0.99253291622244422 -0.068041866764053008 -0.011783630819564845 0.89715147018432628 0.063686680403969187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -2 -7 -4 11 10 -10 12 -9 -13 18 16 -16 30 -15 -20 21 25 23 -22 -23 -19 27 28 -14 -30 -17 -8 -33 -34 -28
right_child=5 -3 3 4 -6 6 31 8 9 -11 -12 13 26 14 15 17 -18 20 19 -21 22 24 -24 -25 -26 -27 34 -29 29 -31 -32 32 33 -35 -36
leaf_value=0.012606466375521817 -0.0032020637085688414 -0.070630125202294933 0.058307840538748539 0.069901086084063424 -0.014542687925680746 0.04976185163117075 -0.049693617876846619 -0.067195782007522756 -0.095725471863067679 0.016658033687638362 -0.015866764290945148 0.098051707913495309 0.062520030806659313 0.031893113305011815 -0.0064915454813189374 0.018883368262227841 -0.17760796640436224 -0.0078115024653515885 -0.10393139803870269 0.002844690627133396 -0.050650436082690035 0.080361114414408338 0.061937104583766722 0.063582628222557225 -0.043667753194198043 0.074242038952908193 0.00076632595389814167 0.035399418691327698 0.014265276892273077 -0.034898390466768035 0.097421065017948172 -0.0440819184493077 0.030491993343293913 -0.062074100992799509 -0.025777386731777249
leaf_weight=54.063989854766987 184.76303733655004 0.39967248301400005 0.69588662940077384 1.2043688583653409 0.75454961881041516 0.55927050822356239 2.6370584075193619 1.1077533535135469 1.0348080645781008 2.8799816326791188 3.6740404381707767 0.38358526339288701 0.80730426590889681 7.9872622109578515 6.5286956202617148 0.57240070964326151 0.39042150108434981 0.59752505086362573 0.38881552946986619 1.5038140112883391 2.4946516673953747 0.30875158213893872 0.65267430967651296 0.5984937548637389 1.4576903043198397 1.8339742123898766 7.3668414773273945 4.2595147343818134 1.3802253482863305 3.3730742852203548 0.98520493225078343 1.819126558366406 1.8377446178146777 0.44375058552031976 5.1705535098881228
leaf_count=10068 55397 59 52 181 117 294 1446 120 123 395 664 54 51 1349 1152 77 53 90 63 331 334 42 77 74 321 327 737 352 81 394 160 1260 1070 209 565
internal_value=0 0.00744363 0.00771626 0.00333852 0.0373745 -0.003887 -0.02123 0.00219751 0.00152124 -0.014413 -0.0334164 0.00393249 -0.0042123 0.0110948 0.00982659 0.00242603 -0.016147 0.0159514 0.0221264 -0.019091 0.00563604 0.0220699 -0.0127813 -0.0285474 -0.0219891 0.0540779 -0.00109165 0.0105122 -0.00855174 -0.0206226 0.0685594 -0.0271228 -0.0126077 0.0124879 -0.0101806
internal_weight=0 114.857 114.457 60.3929 1.95892 192.06 7.29695 58.4339 57.7381 7.58883 4.70885 50.1492 23.4653 26.684 26.3004 16.4205 6.91912 9.50137 9.87989 1.89263 7.94376 4.19794 3.74582 3.09315 1.76644 2.4315 22.3575 9.82012 5.5606 4.7533 1.55761 6.73768 4.10062 2.2815 12.5374
internal_count=78139 18463 18404 8336 298 59676 4279 8038 7986 1182 787 6804 2300 4504 4450 2707 1205 1502 1743 394 1265 780 485 408 363 417 2180 878 526 475 237 3985 2539 1279 1302
shrinkage=0.1


Tree=72
num_leaves=36
num_cat=0
split_feature=1 6 6 9 0 1 0 9 4 6 9 0 9 9 9 1 11 1 13 11 9 13 13 0 15 1 0 4 1 4 13 4 6 6 15
split_gain=0.651871 0.299619 0.327317 0.259461 0.245292 0.334297 0.486666 0.298274 0.249198 0.228552 0.204972 0.201562 0.189319 0.386796 0.427528 0.347013 0.358154 0.317959 0.263844 0.231753 0.216796 0.261098 0.211932 0.2 0.200513 0.187891 0.220232 0.279051 0.271357 0.223424 0.211838 0.218497 0.210688 0.424453 0.25769
threshold=0.023419357836246494 -1.0177070513947208 -1.4415813985787953 -0.53355938687138649 0.026437546126544479 0.14757052063941958 0.017958955839276317 0.01497453125634589 0.12822714075446132 -0.88830675985871721 -0.54888036782338656 0.010002028662711384 0.18884242417545213 0.1253045203236561 0.12530445398093593 0.94596225023269664 0.0089987708659941944 0.87101066112518322 -0.0073406537222608518 -0.018185397150232763 0.094245878938400543 0.013299379830289797 -0.011319920413189593 0.12278638035058977 0.17836946311266869 0.72443309426307689 0.28333231806755071 0.048658616840839393 0.037148462608456619 -0.077917912974953638 -0.0060178541236873559 -7.0796973886899637e-05 0.28391875676047962 0.82639291112930524 -0.075471727770228633
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 7 8 9 -7 -2 -3 -9 13 14 17 16 18 19 23 -6 -21 -22 -16 -14 -25 26 27 28 -20 -30 -28 -32 -31 -34 -35
right_child=4 3 -4 -5 12 6 -8 11 -10 -11 -12 -13 15 -15 22 -17 -18 -19 25 20 21 -23 -24 24 -26 -27 30 -29 29 32 31 -33 33 34 -36
leaf_value=-0.019468348118445784 -0.055948980878784596 0.016791767435531256 0.035202231064289116 0.0035243030361689939 -0.021585264300681171 -0.027528885551669061 -0.10752355692699388 0.016970382039595021 0.12526934531548023 0.0090804749183072461 -0.078931878743087616 -0.040949099206623582 0.0057797264386891412 -0.02478881154990813 0.12578112067271763 0.10316040315366992 -0.01890109971680308 -0.040260055986107213 0.033463842995104208 -0.0013287359483448646 -0.023829675450909069 0.13600545691859542 0.021709541432585307 0.075211921952943628 0.0099617064196296772 -0.03210025771444646 -0.040808027571643903 0.040474900898584999 0.059089628841602251 -0.025409905550883974 0.060363084634101075 0.012996081155094803 0.023414543848412316 -0.079026641889017743 -0.0015044630289997672
leaf_weight=1.3633529981452737 0.60218263481510703 0.33409676255541854 5.5661842293920918 154.21571575576036 7.2167082676824057 0.45975732621445675 0.93501286902755965 0.71386694507600612 0.13900607911637053 5.2730739966646061 0.67693951964611077 3.794845828680991 1.6347980610626209 9.8759667456579319 0.2053562746150418 0.34153284930289274 6.5763736894150489 2.5524181368782584 1.6130953362881033 71.973177316167494 5.9235684543345988 0.10399614668858692 4.1499164940323672 1.3552717841012056 0.72176439965551242 1.4212887643734564 0.44120430867769744 1.5049972822598636 0.44611423771949432 6.1837946248960964 1.636014094288839 2.406111086573218 3.2630524315354705 0.80941964003432076 0.91184169308689866
leaf_count=241 110 58 721 26684 2014 232 226 228 43 1389 168 1119 370 5840 77 144 1884 1271 343 23514 3855 35 2053 341 174 565 79 405 139 1614 476 729 733 150 255
internal_value=0 0.00410148 0.0244461 0.00319327 -0.00512345 -0.0188685 -0.0624467 -0.0124317 0.00794404 0.0024153 -0.0473 -0.0317787 -0.00389427 -0.00598103 -0.00396481 0.00291336 0.00180625 -0.0054823 0.00739911 -0.00444065 -0.00285441 -0.021072 0.0266166 0.0319441 0.0525377 0.00298435 0.00557939 -0.000326397 -0.00496875 -0.0103066 0.0249859 0.0321675 -0.0130787 0.00222003 -0.0379591
internal_weight=0 162.156 6.92954 155.227 145.186 11.9177 1.53378 10.384 0.598763 5.87526 1.01104 4.50871 133.268 102.001 92.1251 31.2667 30.9251 87.7699 24.3488 85.2175 78.0007 6.02756 4.35527 3.71183 2.07704 20.6369 19.2156 14.7323 13.2273 11.6142 4.48333 4.04213 11.1681 4.98431 1.72126
internal_count=78279 27872 962 26910 50407 3347 501 2846 275 1499 226 1347 47060 38659 32819 8401 8257 30689 6373 29418 27404 3890 2130 885 515 5488 4923 3639 3234 2891 1284 1205 2752 1138 405
shrinkage=0.1


Tree=73
num_leaves=36
num_cat=0
split_feature=3 0 5 5 5 8 1 8 7 1 3 13 0 1 6 3 8 1 0 3 5 6 5 6 1 6 6 5 13 6 6 6 8 0 6
split_gain=0.905983 0.346947 0.285594 0.638521 0.758243 0.336816 0.296544 0.294152 0.322562 0.347444 0.242929 0.239811 0.23175 0.550227 0.239282 0.409133 0.378107 0.266094 0.37647 0.272078 0.273957 0.473781 0.315819 0.256142 0.236002 0.229105 0.228293 0.224179 0.239474 0.286595 0.293018 0.585945 0.340163 0.255329 0.235149
threshold=-0.18430426705162969 0.20754710584878924 -0.0011254103998650509 -0.07683836389876296 -0.077167292479977487 0.0030984161649688707 0.032817494124174125 0.13979539627206017 -0.19875424265371658 0.0039511169306933889 0.94074368548535869 -0.0075315641339566862 0.45450320839881903 0.40927395224571234 -0.31491104206361259 -0.12924643186852333 -0.20493752916175501 0.32552343606948858 0.32400274276733404 -0.039896011352539056 0.096856746846559427 -0.075363317146227488 0.14256955565476573 0.57148299398731095 0.0065640080720186242 0.72676617627261686 -0.05475697766717251 -0.0022720772883662332 -0.0025873657167632563 -0.75228238658257363 -0.282840960067751 -0.050064964822597577 -0.1853581227848641 0.0030718006892129783 -1.4415813985787953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 -2 -5 -6 8 9 25 12 -7 13 14 16 23 -10 18 19 20 -17 -22 -23 -16 -18 -4 -19 28 -1 -30 -31 32 -32 -34 -29
right_child=2 -3 7 5 6 11 -8 -9 10 -11 -12 -13 -14 -15 15 17 24 26 -20 -21 21 22 -24 -25 -26 -27 -28 34 29 30 31 -33 33 -35 -36
leaf_value=0.017127443754720997 -0.0091869090887476117 0.037821214395648291 -0.057427554819366983 -0.032921337257632917 0.012107942676734585 0.028377282764783074 0.050517126522382418 -0.012706217224924829 0.055858423745206803 -0.0039832443780709135 -0.032346718701967606 -0.014683801745079987 0.030855232954405024 -0.055707288701040872 -0.055520646960039326 0.0091984480198657216 0.029254632628652251 -0.039126068872865669 -0.089270557267979125 -0.0029243826015830031 -0.020361227386301091 0.15415022516171298 0.04756892081992542 0.012276913833636003 0.003161066964304713 0.026374714070556773 0.062077252524052565 -0.054800382269654627 0.029589265325939914 -0.016208789553402558 0.0049815881843661754 -0.00069618531911958014 0.086693328135808656 0.025431635708721607 0.0017886073598704522
leaf_weight=24.597391490602604 32.119923637728789 3.3220188396926451 2.2723444152215957 11.507866989093598 9.9888715801062045 1.3598872880938895 2.516518477430508 17.483416557977762 1.9924100410717098 8.5670843652769673 1.718377516318468 26.411667705115178 3.4720572213846017 1.4907303998697887 1.9668796716286956 6.3016875465982611 4.684834803047127 0.27002951496979233 0.44651111708662838 20.14772599697973 0.56952395802363742 0.47046022064750992 0.67968041062704287 0.77754730789456505 13.324588481511453 0.38091458228882391 1.2769892712385613 0.74230086331954126 4.0237728072424934 7.3970268527955332 1.8094778444647088 20.964605340705024 1.6017760584654746 1.1826476191781692 68.21304573188354
leaf_count=4219 11159 873 401 4689 1598 605 810 6666 280 2108 911 13359 1127 561 316 1133 630 91 98 4834 120 68 169 135 3447 72 344 139 743 1452 299 4669 210 350 9594
internal_value=0 0.0059078 -0.0050602 -0.00923785 -0.00105346 -0.0185361 0.0198372 -0.00109022 0.00177782 -0.0137762 0.00470652 -0.0125752 0.00580674 0.00420802 0.00589616 0.000653144 0.014522 0.00401655 0.00183267 0.00327675 0.0188525 0.0542298 0.0911656 -0.0363123 0.00994885 -0.0453965 0.0444124 0.00509561 0.00948107 0.00439496 0.00131881 0.00639156 0.038737 0.0606732 0.00117943
internal_weight=0 133.854 172.199 83.9047 44.6253 39.2794 12.5054 88.2938 70.8104 11.2203 59.59 27.7716 57.8717 54.3996 52.9089 32.907 20.0018 30.1626 28.6156 28.1691 8.02135 1.71966 1.15014 2.74443 18.0094 2.65326 1.54702 130.532 61.5767 36.9793 32.9555 25.5585 4.5939 2.78442 68.9553
internal_count=78279 22548 55731 32220 13567 18653 2408 23511 16845 2581 14264 13964 13353 12226 11665 7308 4357 6857 6422 6324 1490 357 237 451 4077 473 435 21675 11942 7723 6980 5528 859 560 9733
shrinkage=0.1


Tree=74
num_leaves=36
num_cat=0
split_feature=2 4 6 12 6 12 2 4 12 6 2 6 0 1 4 13 12 6 2 1 6 4 6 4 4 0 4 12 12 11 4 4 13 0 2
split_gain=0.755222 0.264576 0.316765 0.281821 0.258985 0.331059 0.291545 0.268584 0.251603 0.234974 0.231284 0.217634 0.235071 0.239032 0.278837 0.36264 0.213471 0.197053 0.246512 0.332388 0.193582 0.251911 0.244821 0.221553 0.288499 0.527354 0.250598 0.24305 0.611252 0.343803 0.220266 0.210667 0.23065 0.210877 0.198155
threshold=0.00034196263004560029 0.011779127642512323 -0.282840960067751 -0.011215208777742283 0.46616720005327233 0.0048184098073370853 0.087907634675502791 0.015506766736507418 -0.0024495801798595793 -0.15053792907477451 0.14869860559701922 0.14343656551566347 0.10450460761785509 0.0010309792705811562 0.10985225066542627 0.00061564347768974011 0.0019371475989309443 -0.13754720042367582 0.0015592170529998841 0.0032922029495239262 0.1247323030815377 0.30088998004794126 0.13553679445790728 0.0045260339975357064 -0.0010119053185917435 0.014593190513551237 0.022209607064723972 0.0018087245689832371 1.0000000180025095e-35 -0.01587920481337491 0.029173254966735843 0.18286533467471602 -0.008179770953125309 0.0086917318403720873 2.8983504307689149e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 3 -3 -2 6 -6 7 -4 9 -9 -7 17 13 16 -15 -16 -13 -10 -19 -20 21 23 -22 24 -1 27 -25 28 34 -29 -28 32 -24 -33 -26
right_child=1 2 4 -5 5 10 -8 8 11 -11 -12 12 -14 14 15 -17 -18 18 19 -21 22 -23 31 26 25 -27 30 29 -30 -31 -32 33 -34 -35 -36
leaf_value=0.016044349460029413 -0.018551514951176195 0.011238482262440895 0.025333864146099339 -0.0037996717268139672 -0.0015927836146943507 0.045802788313278685 0.014070357717655843 0.04930090218485772 -0.037426475644687325 -0.0085112617330335046 -0.045769679641490535 -0.13016344934875251 -0.10280258669458242 -0.038628554955864924 0.081232276710394624 -0.048491918993046335 -0.042140208362296844 -0.050621526773598213 0.04256501091294005 -0.014701453344918781 -0.057760978445604488 -0.039666784906512612 0.02320629856680978 0.041453830343126177 0.041338886179700579 -0.072566779857258165 -0.03449830027233021 -0.040622641792882053 -0.094258247297192066 0.038727784219731706 0.019415245039021992 0.075071325670409125 -0.0014412817874337844 -0.010618233400016393 -0.015678049418176094
leaf_weight=18.080868713350355 14.098930501397261 25.224184875094579 1.5735379609541329 158.96500994722464 7.9228733703021117 2.8190098007980855 4.4173645484261206 0.82680761515803158 2.686522429954497 4.696574503912422 0.30572579541330913 0.40830703615210839 0.56472511956235383 2.1067552041131425 0.52612733723071858 0.36498464710894041 0.84714914974028943 0.94478768172120009 1.5722655006684361 2.852183097958914 0.65286452733562583 0.87578170459892035 4.4969582238845822 5.4743112654941779 1.038150998996574 1.0602741917246019 0.84977311093825836 0.68762101582251522 0.76428508129902173 2.6515618833873305 7.0012506430866779 0.80102842240375938 24.381202026176652 0.44770912297826726 1.4763445907010462
leaf_count=2032 4732 5700 384 49336 2574 637 1709 250 577 1215 156 76 134 517 109 106 140 185 273 777 75 154 542 669 98 170 121 55 78 254 939 154 3055 106 190
internal_value=0 -0.00300954 0.00267344 -0.00500145 -0.00342342 0.00927858 -0.00917732 -0.0143195 -0.0177111 0.000142773 0.0368433 -0.0253712 -0.0421835 -0.0341349 -0.0187938 0.0280994 -0.0707677 -0.0153159 -0.00425281 0.00564867 0.00878337 0.0133745 0.00282289 0.014563 0.00914787 -0.00709211 0.025031 0.00339768 -0.015942 0.0223876 0.0135798 0.00413577 0.00239688 0.0443491 0.00786233
internal_weight=0 233.724 60.6599 173.064 35.4357 11.0476 24.3881 19.9707 18.3972 5.52338 3.12474 12.8738 4.81805 4.25332 2.99787 0.891112 1.25546 8.05576 5.36924 4.42445 70.74 39.9602 30.7798 39.0844 25.7591 7.67824 13.3253 6.61796 3.27878 3.33918 7.85102 30.1269 28.8782 1.24874 2.5145
internal_count=78279 69587 15519 54068 9819 3367 6452 4743 4359 1465 793 2894 1082 948 732 215 216 1812 1235 1050 8692 4760 3932 4606 2877 845 1729 675 366 309 1060 3857 3597 260 288
shrinkage=0.1


Tree=75
num_leaves=36
num_cat=0
split_feature=2 9 8 8 15 7 7 5 5 7 9 0 2 13 9 0 15 8 0 5 5 2 2 5 7 5 0 2 0 7 8 8 7 5 2
split_gain=0.661831 0.350685 0.279327 0.240072 0.212269 0.207479 0.202693 0.192419 0.669218 0.446069 0.316656 0.350035 0.289193 0.242371 0.325079 0.237569 0.306116 0.272466 0.251017 0.24334 0.228417 0.224884 0.223798 0.275376 0.222793 0.224493 0.30095 0.219942 0.195747 0.191609 0.18864 0.187949 0.226355 0.191544 0.177846
threshold=0.00034196263004560029 0.11829491405084788 -0.36942433423744192 -0.060998493995691155 0.43238752974443351 -0.18713706775450509 0.033341578663884812 -0.07683836389876296 -0.014406056045202094 -0.36591878437619724 -0.25503954222360936 0.024250253103673462 0.00041021437209565198 -0.0068030553961651854 -0.14761167783668788 0.026437546126544479 -0.66878276359026811 -0.25607632563962462 2.3177451112132989e-05 0.061277840760613142 0.21838307389196746 0.1239360310137272 0.035253556445240981 -0.24554073973165871 -0.34778253946736609 -0.076839542186349738 0.13970619440078738 0.0096924444660544413 0.0030718006892129783 -0.16821279167869171 -0.26258988339880313 0.30035776337695003 -0.33945766876514055 0.0037715813533311386 0.60769766569137584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 29 -5 -3 9 13 27 11 -11 -12 14 34 16 -10 19 -18 -17 -21 -16 23 -13 -14 -26 -27 -4 -29 -2 -15 -20 -33 -34 -9
right_child=2 3 7 5 -6 -7 -8 8 15 10 12 22 24 30 21 17 18 -19 31 20 -22 -23 -24 -25 25 26 -28 28 -30 -31 -32 32 33 -35 -36
leaf_value=0.003035878326408354 -0.0017251773561687653 0.005129897889015792 0.0037682515319516908 0.071871086509510379 -0.023236791893308739 0.025399849290595342 0.026583928151547837 -0.036197246761792395 -0.036008654325674648 -0.091940883150210817 -0.06507185783074991 -0.026453537657685607 -0.062247248055676357 0.068227070195850475 0.083513848063808974 -0.0049068645595969186 0.044563592836702921 -0.00073286963620264496 -0.0061558114420578302 0.073902065654595381 -0.0093085388624018408 -0.028862245560522966 -0.026793040775920714 0.14418045607084298 -0.0028936359875537097 0.0082035979734004071 0.068530781801755647 0.0873156164952648 0.030224150507188869 0.029617167041172416 -0.02668635633021299 0.052260660904832196 0.010817703835329153 -0.096279116134247764 0.060941416763547931
leaf_weight=46.004606638945916 2.9384466788033015 12.307379325910011 2.6126643783572936 1.2936697779223321 1.3714085688116018 3.7331295322865108 6.8574033675540695 1.2311430361296518 3.6662363325594916 0.75155110948253367 0.67119465989526261 0.19397662344272248 0.55072911886963893 0.21174759941641852 0.68796751811896939 1.1913276018021854 0.95983848144533013 83.274399737033491 48.916516516977936 1.3439986323392075 0.43720597121864546 0.24027210450731218 2.0985525663199951 0.18457246283651363 33.78641251231965 14.933245332911614 0.87540391169022846 0.74774053972214494 3.0509670215105871 5.8016164018335976 18.894815744701187 0.18471401471470017 0.22294741261430207 0.6654763920159894 0.22254714396694897
leaf_count=4931 580 1957 431 188 227 541 1075 350 822 210 107 81 103 59 205 316 128 28218 11103 207 143 164 915 58 11347 2484 246 88 784 985 8759 57 100 200 110
internal_value=0 0.00816134 -0.00291555 0.0179083 0.0133404 0.0373594 0.0128064 -0.00365328 -0.00544658 0.00116246 -0.00179605 -0.0321634 0.000133334 -0.0218847 0.00819436 -0.00293896 -0.00809968 0.00032905 -0.00609139 0.0300783 0.0534776 0.0544256 -0.014027 0.056744 0.0010061 0.00170849 0.0115442 0.0261017 0.0414621 0.0190797 -0.0256345 -0.00706401 -0.048462 -0.0694035 -0.0213262
internal_weight=0 70.1962 232.92 24.1916 10.1115 5.0268 19.1648 222.808 162.351 60.457 54.0456 3.22865 50.817 21.4885 2.38193 140.863 54.6157 86.2469 50.9495 2.97253 1.7812 0.92824 2.4771 0.378549 50.1458 49.5951 15.8086 6.41137 3.79871 8.74006 19.1066 49.9897 1.07314 0.888424 1.45369
internal_count=78279 8692 69587 3761 1792 729 3032 67795 50941 16854 15551 1264 14287 9647 829 41294 12410 28884 11588 666 350 369 1054 139 14180 14077 2730 1303 872 1565 8818 11460 357 300 460
shrinkage=0.1


Tree=76
num_leaves=36
num_cat=0
split_feature=1 0 0 15 1 0 15 1 11 1 0 14 10 0 1 7 14 15 0 15 7 10 7 10 15 14 14 14 15 7 7 15 6 15 7
split_gain=0.568908 0.295639 0.430975 0.219232 0.154969 0.242149 0.153489 0.349284 0.254043 0.248525 0.205721 0.240868 0.268573 0.193677 0.187058 0.218825 0.30201 0.256908 0.243037 0.348722 0.197043 0.197314 0.187938 0.187194 0.184627 0.228598 0.358234 0.35108 0.214452 0.205477 0.190174 0.227284 0.217416 0.283678 0.375156
threshold=0.090744629502296462 0.033577309921383865 0.018605990335345272 -0.12543459168324603 0.14394775032997134 0.026986675336956981 -0.99398084221652139 0.00033843780693132436 0.015539742158774636 0.00058124333736486744 0.0009102376934606583 0.52786826392259656 -0.096651878898805541 0.0040023329202085742 0.0025236585643142466 -0.017289741855153602 0.66940739803761695 0.62087623635113831 0.010848490986973049 0.1251644461527322 0.17609726233984083 1.2428291076456495 0.19499725800743359 -0.20409904171601159 -0.15682859289035408 -0.33280580324418535 -0.17577184742835963 -0.45197973326811469 -0.075471727770228633 -0.12173250505358961 -0.039719259476107667 0.024321613464172987 -0.5930487737090685 -0.058009602203963916 -0.19077200612956405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -4 7 -1 9 -9 -11 12 -12 -14 15 16 24 -18 -17 -20 21 -16 -22 -24 25 27 -27 -8 -26 -28 32 -32 -30 34 -34
right_child=1 -3 4 -5 -6 -7 14 8 -10 10 11 -13 13 -15 20 18 17 -19 19 -21 22 -23 23 -25 28 26 29 -29 30 -31 31 -33 33 -35 -36
leaf_value=-0.058409583254619861 -0.06528218378965199 -0.0060483508916114904 0.069433685935936768 0.042731531405615447 -0.08510892348994098 -0.068940453581154873 -0.016005992470285366 0.058710343559630299 0.068479742940392219 -0.073532223281165487 0.087290955005278267 -0.079450596338237547 0.032104465117935931 -0.028273255251848234 0.0025018324172820165 0.0091275675085462551 0.038903786723801015 -0.023900422604830725 0.051111844976523324 -0.026457075096021188 -0.036776355635130119 -0.075906455723454044 -0.043483692923971952 -0.0025445799864709812 0.026439986326944248 0.049078367734864438 -0.023132067472629376 -0.09803649978260924 0.020889194509160994 0.011761670385651759 0.013388011100532927 -0.046622677874669061 -0.10960565522144705 0.00072947480457857946 0.010632194177790103
leaf_weight=1.3301236990955647 0.25271107243315782 78.805823483013228 0.18982438174862171 0.73278968547674539 1.3322585520400023 0.37889255896880059 2.0000732315966165 0.48953590937890101 0.48139755567535747 0.55007311119698021 0.3348648366518322 0.40259631563094433 0.7937512013595559 1.6066823677901991 102.63280112489701 42.950034107132524 3.3986635480832765 0.80574386671651144 2.9574082196268132 0.72082876693457354 2.1113762552704456 0.32195452624000509 1.1959159624166229 16.905051956578973 3.4414112169142745 1.1048340439301672 5.2020531229209146 0.70587662754405656 5.1372180642938536 2.4979618929282879 0.98548407647467984 1.7551352516311451 0.55282134067965671 15.589907635297998 0.48906186284876507
leaf_count=158 99 31357 73 364 437 138 233 41 77 61 57 100 87 337 26443 5602 454 105 501 171 610 79 407 4657 564 176 768 97 627 349 136 214 104 2450 84
internal_value=0 -0.00719967 -0.0386326 0.0150337 -0.0664543 -0.0227544 0.00257604 -0.0132129 -0.000309152 -0.00823609 -0.0171225 -0.00723384 0.00339543 -0.00830816 0.00301903 0.00647639 0.0013893 0.0268678 0.0112403 0.0359106 0.000484413 0.00225664 -0.00854269 -0.00524939 -0.00132527 -0.011984 -0.00417163 -0.0374046 0.0030642 -0.0118122 -0.000218004 -0.0250438 0.00290745 -0.00264674 -0.0531658
internal_weight=0 81.6923 2.88648 0.985501 1.90098 0.568717 219.451 5.98902 4.6589 4.1775 3.68797 3.13789 2.7353 2.40043 213.462 90.2945 43.6662 4.20441 46.6283 3.67824 123.167 102.955 20.2123 18.101 39.4618 11.5108 8.80485 2.70595 27.951 7.70002 24.5096 2.74062 21.769 16.6318 1.04188
internal_count=78217 32468 1111 463 648 211 45749 918 760 683 642 581 481 424 44831 12635 6361 559 6274 672 32196 26522 5674 5064 5802 1623 1293 330 4179 1117 3615 350 3265 2638 188
shrinkage=0.1


Tree=77
num_leaves=36
num_cat=0
split_feature=2 4 4 9 9 13 5 14 9 9 14 14 2 14 2 8 2 7 2 8 7 7 5 8 13 4 4 8 13 8 8 4 14 2 2
split_gain=0.556933 0.366595 0.460783 0.323802 0.314779 0.349992 0.273293 0.760562 0.267923 0.260391 0.430232 0.327828 0.302901 0.383855 0.328364 0.256313 0.250784 0.355597 0.248626 0.24083 0.425042 0.233382 0.271499 0.229729 0.221005 0.218892 0.266916 0.21885 0.215631 0.195298 0.19096 0.189855 0.184147 0.248715 0.268934
threshold=0.0043371987994760284 0.00023861730733187872 -6.593087164219468e-06 -0.53271621351111842 -0.52040056262339207 0.003820980039782576 0.09478381515654298 -0.30561654684508105 0.12057504814270426 0.79957491489261223 0.72552966856074275 -0.41363558152414209 0.20190764218568805 -0.341183769104073 0.084186725318431868 0.12387929086623546 1.5371959307231012e-05 -0.12923053687293379 0.31017775833606726 -0.1853581227848641 0.0054393784204141956 -0.51632468147341914 0.094783311809234175 -0.25022764640059164 -0.0071436817191427174 -0.30489003658294672 -0.2248429041355848 0.40213793552527788 0.00089045645693183978 -0.014668927129770561 -0.22291609840492396 3.8787293306086221e-06 0.25606272842534389 0.9432910978794099 0.72255021333694469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 30 16 25 8 -8 27 -5 11 15 13 -13 -15 28 17 -1 -14 -19 -21 22 -3 -7 -18 -6 -27 -4 -11 -16 -2 -10 -20 34 -34
right_child=1 21 6 9 5 23 7 -9 31 10 -12 12 18 14 29 -17 24 19 32 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.055556368451409432 -0.025906832284541673 0.040451085495114385 -0.02072662806411836 -0.0093970454711528664 -0.039660261404292227 0.020520142750653211 0.072326712273669727 -0.022820891769718785 -0.064410377241029076 0.017761213068273215 -0.037402014578184491 0.10614777007230247 0.089773448522186619 0.017912545153424105 0.0087329902641612393 -0.071533488545794111 -0.070464296319453279 -0.028828145234441951 0.001945902393805766 -0.031181591670972647 0.039150606772064528 0.00046070588956254369 -0.028997167111675645 -0.012455411097332968 -0.0068629595445174876 0.081731640044349838 0.011240046951906143 0.041123156261155702 -0.036891072381146389 -0.059006274418656635 0.019122617424961748 -0.029230180830765215 0.048142905968578155 -0.051691788400801089 0.18580539622281603
leaf_weight=1.5406248648650942 1.0690303790615869 2.8439226829796094 7.7904573442028795 58.628300366732219 0.8372252501139873 2.6067791058012508 1.1047133718966504 3.5075247148888584 2.5634099925446199 2.0245685349218547 2.0632226460729717 0.38957074680365433 0.96433067886391688 4.6564939076488372 0.69903733476530749 0.63156546707614314 0.55975623172708466 1.800675407983362 1.1483425801725387 1.2951319511048529 2.5531498603522778 76.40677739874809 0.70183900590200199 11.145834685779844 22.809815170621729 0.54119411771534842 71.969290857077794 0.6174382958379282 1.1220279205881523 1.088140226958785 7.9118438547593524 3.8199140432207059 0.46473543165484432 0.15156448382185772 0.20429242734098807
leaf_count=106 153 654 2726 23541 171 531 275 1238 881 402 470 69 233 884 134 185 73 121 408 91 158 22772 183 2355 2481 87 12379 278 240 200 1856 1530 126 102 124
internal_value=0 -0.00345205 -0.0074073 -0.00417163 0.00537059 0.00843432 -0.0212844 -3.13395e-05 -0.0279116 -0.00634126 0.00513728 0.0116172 0.0212935 0.00975515 0.00392746 -0.013396 -0.00336172 0.0129708 0.0481728 0.00135652 0.0154804 0.00162458 0.0267047 -0.00620496 -0.00838636 0.0111792 0.0117662 -0.0161847 -0.00172695 -0.0325107 0.0137626 -0.0433578 0.0277979 0.0639754 0.0901792
internal_weight=0 182.573 102.621 83.2171 117.659 87.1003 19.4035 4.61224 14.7912 74.2362 15.6079 13.5447 9.76651 6.83324 6.44367 3.77816 30.5592 7.18958 2.93327 5.64896 3.84828 79.9525 3.54576 13.7526 23.3696 73.3477 72.5105 8.4079 3.1466 1.78718 8.98087 6.38332 1.96893 0.820592 0.669028
internal_count=78217 59664 36055 29127 18553 15523 6928 1513 5415 27118 3577 3107 2280 1287 1218 827 3030 476 993 370 249 23609 837 2886 2554 12637 12466 3004 642 334 2009 2411 760 352 250
shrinkage=0.1


Tree=78
num_leaves=36
num_cat=0
split_feature=3 5 5 7 10 10 3 3 7 2 10 14 7 3 12 7 10 7 2 10 3 14 2 10 7 14 14 3 3 14 1 10 14 5 5
split_gain=0.780413 0.27298 0.427768 0.252545 0.289764 0.220631 0.214307 0.213649 0.254117 0.264428 0.2093 0.263109 0.231654 0.188078 0.310172 0.272965 0.34694 0.322407 0.268412 0.262244 0.242456 0.3729 0.363361 0.256789 0.22913 0.21635 0.341768 0.235056 0.290544 0.211549 0.272164 0.210571 0.202831 0.198088 0.299795
threshold=-0.020724614345454025 -0.0096353476552354014 -0.074164660134507052 0.25058641530141679 0.68288578267005617 0.015456921991338074 0.98957866217642743 0.98798049855395231 0.35718504161413672 0.21527478843927386 0.80655077609221992 0.12360617845532072 -0.013014313087396796 -0.98606406003818836 0.022158068939338946 -0.081487047153935385 -0.19654991179956058 -0.13203228317755358 2.3524614789494085e-06 -0.068850163559504698 -0.99635488069111477 -0.29720525439844458 5.812825838802383e-05 -0.19654991179956058 -0.090967434723369253 -0.080245787814573769 -0.026215688610212073 -0.99253291622244422 -0.99458718093228515 -0.32280950597953395 0.0016649128519929948 0.80655077609221992 -0.023040066224732907 -0.042025367279545707 0.032313239389125455
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 10 5 7 -4 8 -5 -10 -3 -12 -13 14 19 16 17 33 -17 20 21 -1 29 -24 32 -21 27 28 -27 -22 -31 -20 -23 -15 -35
right_child=1 3 6 4 -6 -7 -8 -9 9 -11 11 12 -14 15 -16 18 -18 -19 31 25 22 24 23 -25 -26 26 -28 -29 -30 30 -32 -33 -34 34 -36
leaf_value=0.048807165214107884 -0.0039040940340193207 -0.0034574512158538819 -0.019472564976434022 0.036417669602932148 0.063700852600168334 -0.031783828889751238 -0.054943951111029302 -0.042109591243412216 -0.013461001661861769 0.030046690070702039 -0.0062286689554375977 -0.10667194789364859 -0.026247821657346626 0.012992102816843418 0.065231091684972028 0.066852989852747471 -0.0065118641635108143 -0.023446545109708592 0.0048735394793422808 0.042926316005743266 -0.071762204516230541 -0.027872138402983523 -0.033288103072535255 0.028202509514945958 -0.029459839467925117 -0.018603428030011405 0.022472340352183408 -0.073429562498442957 0.041054764936138466 -0.059630466236684491 0.027044787955226881 0.033875934376792281 0.042997569814803488 0.099845533165968586 0.0071213692204184333
leaf_weight=1.8763129362923789 28.646093834657222 49.86052135286991 19.827419901175748 3.5433002965146372 0.95070130556996524 1.3463483048471978 1.8633209607396555 0.69843466009479094 3.7756871631063404 2.217282449331833 2.1628678083507107 0.63341543634305708 0.82415091479197122 10.858492726176335 1.0307669214671467 0.72389497794210811 47.879251705075148 2.2744233237899598 86.436047028731991 2.7336685961490792 1.3247089581564071 0.60119556322752044 1.0303575499929141 1.9923767773580037 1.9602260283645594 2.9717116323154187 10.283723909864408 0.52260015804495807 1.1255292710629872 0.72759466081334323 0.72153722413349897 2.5780762461799887 1.2302400449407283 0.69052924933202919 0.70436311908997595
leaf_count=129 10504 15843 11162 1033 323 409 1278 309 890 890 669 140 281 1755 96 53 10856 438 16452 416 130 84 194 305 227 415 1567 87 143 64 67 510 116 179 203
internal_value=0 -0.00637883 -0.0119258 -0.0021491 0.0106285 0.00627173 -0.0225197 0.0112778 0.0151879 0.002636 -0.00514318 -0.0283589 -0.0611978 0.00410398 0.0113219 0.00267446 -0.00240475 0.011131 0.00620672 0.00941249 -0.00236166 0.0123449 -0.0167419 0.00724224 -0.00569861 0.0170659 0.0123225 -0.0102709 -0.00221507 -0.0428781 -0.016474 0.00571352 0.0197335 0.0175492 0.0530237
internal_weight=0 116.35 50.3368 66.0127 12.5318 11.5811 21.6907 10.2347 9.53627 5.99297 53.481 3.62043 1.45757 182.278 30.1326 152.145 62.4071 14.5278 89.738 29.1018 11.4645 5.66797 5.79658 3.02273 3.79166 17.6372 14.9036 4.61984 4.09724 2.77384 1.44913 89.0141 1.83144 12.2534 1.39489
internal_count=78217 43731 22944 20787 3854 3531 12440 3122 2813 1780 16933 1090 421 34486 4040 30446 13431 2575 17015 3944 1316 556 760 499 427 2628 2212 645 558 261 131 16962 200 2137 382
shrinkage=0.1


Tree=79
num_leaves=36
num_cat=0
split_feature=8 9 6 8 7 6 7 10 10 8 9 9 6 11 9 11 6 7 9 14 6 8 14 11 7 10 7 7 14 11 9 5 7 6 6
split_gain=0.417076 0.293173 0.356952 0.349608 0.298103 0.292463 0.27119 0.263792 0.414934 0.32065 0.271055 0.270799 0.300714 0.265814 0.262014 0.252814 0.249297 0.242316 0.236536 0.227463 0.223108 0.215402 0.254102 0.204982 0.208391 0.20235 0.299258 0.312336 0.210285 0.26579 0.2071 0.198031 0.195442 0.192338 0.511063
threshold=-0.048626837817325304 -0.13622358270803978 0.35657509296221407 -0.69410257688112653 -0.02935843342834768 0.3238200578225453 0.43214054164586141 -0.19599297531136142 -0.19703665321458777 -0.0015807330008732353 -0.53355871336626615 -0.53383131810995843 0.77078731345696527 -0.0032612775186780046 0.069780479782770091 0.010459521183577196 -1.4415813985787953 0.077088249143230217 0.85628955194357415 -1.2199555445530443 1.2161061618724005 0.033082319739411094 -0.7072553927920352 0.019382450626390092 -0.41946223482645301 -0.19703665321458777 -0.025255641343958773 -0.08380764071123889 0.056505216860192851 -0.0079240588068642242 -0.53355938687138649 -0.053865035031579578 0.15951228651762039 0.1247323030815377 0.081854434131408735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -3 14 -5 31 8 13 23 11 17 21 -2 -4 -15 -1 -9 -12 -18 -8 -13 -23 24 -10 26 27 -21 29 -28 -27 32 -6 34 -32
right_child=7 2 4 5 6 -7 20 10 9 -11 18 12 -14 15 -16 -17 19 -19 -20 25 -22 22 -24 -25 -26 30 28 -29 -30 -31 33 -33 -34 -35 -36
leaf_value=-0.056013188692432436 -0.029362157481451986 -0.082004665351339365 0.038175798723854286 0.013232606905388512 0.024251244319418819 0.064174600601871787 -0.044032726053598266 -0.023351008147948091 0.043675232093948906 0.034221278897647665 -0.0090811084850129925 0.0024938647177687066 0.085386043362542394 0.01037323597991785 -0.020896631043876429 -0.022879698848556826 0.033797997663764644 0.016251646034178443 0.0093517390614417679 -0.014895929089220503 0.033140297728704624 -0.015971492506288376 0.060862025802738841 0.040268393311819618 -0.024822810098838726 -0.049163196079080512 -0.14762257433730139 0.12175447831530728 -0.0016328655664138367 -0.04447996733179907 0.0026033626654640616 0.010024936064122003 0.12041495408581204 -0.0047887252750801225 0.049024228456873237
leaf_weight=0.79284602366533263 3.5218069401853436 0.37813644864945573 0.82516176630088267 43.36122185675049 0.59553830015647591 1.1570591115960258 1.5612560629160719 4.0467165458830996 0.53308615565765682 6.5221314656810137 94.37751266174746 5.2154861885355768 0.63197909132577468 8.9488303157886531 8.3379026468865032 3.0709294635016695 1.9826092547737051 2.4992035949690035 7.51608326871792 0.66126164665911347 0.49287610183819186 0.59125869709532741 1.5824619947525205 0.91587317211087782 2.6619664735626429 0.83400421706028183 0.35798832333239261 0.22389691440912463 0.56797045050188888 0.82701202858879586 44.025333664510981 10.268549909407737 0.32760896559921093 34.022700535781041 2.5066703441989366
leaf_count=139 1150 81 277 10402 211 287 352 1221 68 1410 35681 785 93 3310 1978 1225 242 907 1959 214 101 124 368 177 442 211 64 51 191 239 6493 2318 94 5045 307
internal_value=0 0.0036451 0.00859835 0.0137433 -0.00170968 0.0145566 0.0078833 -0.00385855 0.00521269 0.0204345 -0.00589731 0.00686195 0.0191789 -0.00520163 -0.015577 0.00187744 -0.000195588 -0.00823089 -0.00772143 0.000318945 -0.0255155 0.0135164 0.0399631 -0.00143862 -0.0133941 -0.000470991 -0.0277279 0.0196692 -0.0516609 -0.0756393 0.000412512 0.0140133 0.0583781 0.000925782 0.00510405
internal_weight=0 154.108 67.3053 44.8964 22.4089 44.5183 13.2458 142.635 26.1746 10.6331 116.461 14.5671 8.02119 15.5416 9.16306 12.0198 86.8023 6.54592 101.894 86.0094 2.05413 7.38921 2.17372 4.11093 3.19505 84.0268 2.63813 0.885159 1.75297 1.185 81.3887 11.1917 0.923147 80.5547 46.532
internal_count=78217 29297 16101 10770 5331 10689 3076 48920 7782 2097 41138 3498 1370 5685 2255 4535 13196 2128 37640 13057 453 1277 492 687 510 12815 759 265 494 303 12056 2623 305 11845 6800
shrinkage=0.1


Tree=80
num_leaves=36
num_cat=0
split_feature=3 6 3 1 8 7 6 9 11 11 7 3 6 9 11 8 7 3 3 12 3 3 7 1 6 9 6 3 12 9 3 12 9 8 3
split_gain=0.651814 0.233064 0.216598 0.290999 0.266588 0.276331 0.350967 0.27771 0.348027 0.224127 0.269809 0.217904 0.213156 0.212194 0.220227 0.299151 0.216271 0.466913 0.208083 0.193309 0.188905 0.339051 0.235704 0.184127 0.18165 0.181455 0.180632 0.193047 0.179467 0.210582 0.373536 0.422532 0.399999 0.387761 0.33978
threshold=-0.37538511422462756 -1.5900426083153723 0.020848844200372699 0.55630049109458934 0.044319998190517261 -0.025255641343958773 -0.85586519712529352 0.85615503593196896 -0.0061024578516542223 -0.007412803130840361 0.25058641530141679 -0.025703383609652516 1.06176552495273 0.85727771434930389 0.0017605675904196624 -0.20493752916175501 0.44628915058300811 -0.11732787778601049 0.98798049855395231 0.0047189194036357952 0.0088136022095568495 0.0024264967069029812 0.27985794922410168 0.25324188172817236 -0.83981562848099889 -0.52658374335621605 1.2897400516029183 -0.074267401359975324 0.013087032319574777 -0.16666993976016076 -0.89131407541935903 -0.01802733397707201 0.047218186447065498 0.011843931537515204 -0.87133673606149376
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 -2 3 4 12 6 11 -8 -9 -4 19 -6 13 14 -3 -16 24 -18 23 -11 21 22 -7 -12 -17 -21 27 -14 29 -1 31 -31 -32 -33 -34
right_child=1 2 9 -5 5 20 7 8 -10 10 18 -13 26 -15 15 16 17 -19 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 32 33 34 -35 -36
leaf_value=0.00080052178452993429 0.080986063047079448 -0.0086079181012208295 0.0027045510068265661 -0.044585113104037059 -0.085814990174023498 -0.014186754450470471 0.028525520044244468 0.044559424093270253 -0.031146610358890242 -0.016630518870160527 -0.0033690219039693211 0.010718007842584587 0.064471042307748125 0.032774106160355192 0.028586252305680977 0.036410630301971017 -0.12337302059311138 7.1044844863554218e-05 -0.043887723327740408 0.034268100182535337 0.02681339219821012 -0.079975220858507681 0.070883009625049842 0.021543327378150925 -0.0014488811264851756 -0.0062424455721792026 0.0022284543896086886 -0.0076510893045600853 0.017928763577442688 0.083796805677123526 0.038457316923550526 0.014042553273423134 -0.058164329710850164 0.10524828092762972 -0.0014973600025773128
leaf_weight=55.90900608823722 0.32595259365189022 47.912592196733385 17.046094644036202 1.4832692323288927 0.51109365734737366 3.2846267973218342 11.071312435378784 0.89494071190711144 1.8887973149539909 40.726145181413813 8.4435542517458035 0.43105278228176835 1.2652259144233537 1.5587500219698984 3.8161546096744159 1.3477565993380327 0.45169149670982733 0.95260050121578277 0.91751836775802154 1.26558015460614 1.1786551208206217 0.7403998035006224 0.3615503234323113 4.5739200652460577 21.233510893631319 8.7518358774250355 2.659291039693926 0.52518111189419769 11.698626335986772 0.96197263203794392 2.3874703200126595 21.079879177015755 1.1323251902795188 0.47668516491103119 16.147710433862812
leaf_count=7598 177 11383 5840 620 81 883 2972 188 443 18225 3126 88 294 277 638 289 74 220 496 456 358 190 93 2262 5228 3881 688 136 1388 153 670 4166 273 75 4149
internal_value=0 -0.00349883 -0.00364745 -0.000610343 2.85977e-05 0.0102661 0.0174103 0.0214264 -0.00680796 -0.00749634 -0.0101848 -0.041649 -0.00252224 -0.00374778 -0.00449967 0.00258036 -0.00155723 -0.0396348 0.00214016 -0.0135694 -0.00872925 -0.0182794 -0.00575134 0.00538437 0.000810753 -0.00112442 0.0187605 0.0433154 0.0062214 0.0048252 0.0101591 0.0189531 9.02922e-05 0.0160594 -0.00521063
internal_weight=0 185.619 185.293 103.568 102.085 20.3624 14.7972 13.8551 2.78374 81.7246 64.6786 0.942146 81.7228 77.2731 75.7143 27.8017 23.9856 1.40429 13.935 50.7436 5.56523 4.38658 3.64618 13.0175 22.5813 10.0174 4.4497 1.79041 109.794 98.095 42.186 22.5185 19.6675 21.5566 17.28
internal_count=78078 59606 59429 25143 24523 5296 3772 3603 631 34286 28446 169 19227 18109 17832 6449 5811 294 5884 22562 1524 1166 976 5388 5517 4337 1118 430 18472 17084 9486 4394 5092 4241 4422
shrinkage=0.1


Tree=81
num_leaves=36
num_cat=0
split_feature=2 4 15 14 15 14 4 14 4 15 11 7 4 14 2 2 1 14 8 1 15 2 15 1 8 2 2 7 7 4 8 7 14 8 4
split_gain=0.563903 0.265645 0.377834 0.250248 0.283381 0.245105 0.247302 0.213235 0.197745 0.252346 0.318334 0.208126 0.196766 0.24032 0.195963 0.260229 0.320451 0.195444 0.242925 0.278699 0.277926 0.192804 0.217326 0.185516 0.213448 0.185246 0.288401 0.194215 0.179093 0.179032 0.177082 0.179762 0.174593 0.172762 0.170298
threshold=0.0043371987994760284 0.092701287940144553 -0.036886470579019968 -0.60756555344985674 -0.028107674900798331 -0.34827697875378655 0.041558564873412258 -0.035516584676836417 -0.10144994075699286 0.11704765403400384 -0.0058272166525150703 0.19110544059472087 0.0034157133195549254 1.0885777833845338 0.065110843628644957 0.087907634675502791 0.22003142535686496 -0.77815198080365333 -0.29139369674639753 0.028621735051274303 0.43238752974443351 0.054038044065237052 -0.33237055495217166 0.00085954234236851345 0.1074652215928953 0.72255021333694469 0.17869634926319125 0.091225639787495483 0.31498352873237856 0.00042025907896459108 -0.045687543633871973 0.56073876192935668 -1.2199555445530443 -0.26258988339880313 0.00042025907896459108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 5 7 -4 -5 6 14 -3 9 11 -11 -7 -10 30 32 28 -17 18 20 33 -1 23 -23 -9 -25 26 27 -18 -16 -27 31 -14 -2 -20 -34
right_child=1 2 3 4 -6 8 -8 21 12 10 -12 -13 13 -15 15 16 25 -19 19 -21 -22 22 -24 24 -26 29 -28 -29 -30 -31 -32 -33 34 -35 -36
leaf_value=0.062578221699586087 0.052925269030050626 0.038328826795802268 -0.075321391613792046 -0.079107885337857231 0.0021889232180616947 0.036650259376369496 -0.03710553962195428 -0.060354335174043927 -0.0097683926556601849 -0.089428422066980776 0.018921438873437241 -0.03931185737559597 -0.014513962527945784 0.062574459150062531 -0.018765528897108832 -0.0099190731373574557 -0.037204824817467452 0.0067444388949456898 -0.05763573263769009 -0.071919898097254548 -0.023016398941117802 -0.047150566318820392 0.048975798020240088 0.0150345991878106 -0.080060605384683098 -0.013162681617874634 0.056581296056467695 0.048782809069518915 -0.086027246302547294 0.057518487468643548 0.0034663061417186964 0.043490551896365796 0.0016808254896281518 -0.0036705434877496094 0.024660443804893253
leaf_weight=0.89597373188007601 1.036290333024225 4.3951312776262057 0.50470019756176032 0.45579343348072132 7.2317507920670305 2.989730833863177 1.4620308296434803 0.55491364852059843 90.688971598825447 0.47423628303658916 0.63323132206278365 0.41017324105632713 11.285050049293201 0.58731179393362154 2.3975648556079281 7.8497055226907815 0.70808968623168789 106.62691211323818 0.67024444811977346 0.82646915601799253 0.65789006324484944 0.27979240060813015 1.4755291149558614 2.0416886767416149 0.26688817894319061 1.9565595896820016 2.2742352255663718 0.41756923384673428 0.47414568052045059 0.43871747022058105 21.441266463421925 0.56083807349205095 8.5412119854008797 5.1625181562194475 5.1812956707435651
leaf_count=96 187 1043 117 113 1795 888 339 100 34305 82 194 145 2960 152 645 2541 174 17599 53 127 70 103 374 531 28 948 837 121 104 209 7440 127 1900 544 1087
internal_value=0 -0.00337846 0.00843467 -0.00710939 -0.00263115 -0.00463464 0.00309337 0.0225618 -0.00659476 0.0139818 -0.0274758 0.027486 -0.00733933 -0.000836232 0.00497255 -0.00251002 0.0032484 0.00559949 -0.0092648 -0.0175724 0.0263383 0.00755825 0.0336536 -0.0084382 0.0040409 0.0210841 0.0360908 -0.00530724 -0.0298711 -0.000216758 -0.00195504 -0.0117678 0.0133463 -0.0098717 0.0103574
internal_weight=0 179.014 17.2062 8.19224 7.68754 161.808 32.7374 9.01394 129.071 4.50737 1.10747 3.3999 124.563 33.8745 31.2754 16.5166 13.6449 114.84 8.2131 6.65923 1.55386 4.61881 1.75532 2.86349 2.30858 5.79517 3.39989 1.12566 2.87171 2.39528 33.2872 11.8459 14.7588 5.83276 13.7225
internal_count=78078 59589 4204 2025 1908 55385 9092 2179 46293 1309 276 1033 44984 10679 8753 5579 4830 18489 890 724 166 1136 477 659 559 2289 1132 295 749 1157 10527 3087 3174 597 2987
shrinkage=0.1


Tree=82
num_leaves=36
num_cat=0
split_feature=3 15 13 13 11 12 2 10 10 15 7 10 12 3 10 10 12 13 10 7 3 15 15 10 11 3 12 13 3 10 15 11 7 7 3
split_gain=0.607032 0.218216 0.229573 0.225842 0.209008 0.199064 0.259838 0.343817 0.208 0.357854 0.193957 0.193277 0.177947 0.190588 0.171582 0.400614 0.293583 0.291532 0.27422 0.243169 0.489706 0.278137 0.210754 0.197423 0.182266 0.178496 0.166933 0.165158 0.176638 0.18912 0.214168 0.164702 0.162808 0.23794 0.189138
threshold=-0.32123034540563816 -1.0369895980553829 4.0715362560747191e-05 0.0037373658420841566 0.0043686441667483604 -0.0062169272793054552 0.00069886798155494045 -0.062352950104767366 0.28489864058725939 -0.050572863406432036 -0.23407988540258831 -0.23114423579873675 -0.019180875519222932 -0.89131407541935903 -0.19654991179956058 -0.19703665321458777 0.0021936566537750115 -0.0048577221149294436 -0.19894387343513925 -0.16235410217151355 -0.046893349790479981 -0.042697858642198695 0.067783646715957616 -0.17135469213809315 -0.035076322109674409 -0.10574512369930743 -0.0012502475302131576 0.0029642645197834687 -0.10006270591111387 -0.19655848664908693 -0.043896378051069621 -0.028925244315780665 -0.27947465824430617 -0.47871127187953461 -0.22942501865327355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 -1 8 7 31 10 -10 -2 -3 13 -13 15 16 18 -17 19 21 22 26 -21 -16 -25 -18 -8 -12 -29 30 -30 -7 33 34 -26
right_child=5 2 -4 -5 -6 6 14 -9 9 -11 27 12 -14 -15 23 17 25 -19 -20 20 -22 -23 -24 24 32 -27 -28 28 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.04454497060743498 0.0098794650033820468 0.062557361431162944 0.0015230210246537446 0.038182946065085627 0.010923322722148514 0.067404503511979505 0.045668079387810256 0.056954333466079712 -0.0022769302193625953 -0.085795022363505433 -0.0077957371726818311 0.069767509698411598 0.0092449168619483102 -0.0046678513299843721 -0.023292153412006491 0.062641229657945843 0.041593964911487286 0.01230427379391346 -0.053845693444697112 -0.032338055813731705 0.01117429122522918 0.071597877819340169 -0.12369678070068264 0.037147145477886383 -0.071130091670895276 -0.030416221903764931 -0.034986362691457516 0.021968998611411231 -0.0016702823691912224 -0.026532974861508563 -0.12895189669743234 0.0016543618087135762 -0.0029346813581552873 -0.025506009531405461 0.011897870524924137
leaf_weight=2.2851379009080119 4.7447052542556838 0.71164268212669313 48.866915544695075 0.61153481492874551 0.96669374225893978 0.40382949012564484 0.45218923612264916 1.5779885837346208 1.092106940384838 0.96755195632067525 19.182229222475147 0.99100688642647583 57.869688535148271 0.52685860409110208 5.530952838711527 1.2880005352781143 0.36961989877818258 10.783143007196488 0.79309575085062434 1.3053229550278054 6.8226735114039885 1.1211500405697759 0.31307056889636431 1.0703406112588698 0.29827430681325529 5.009790247793716 0.59333712951774964 0.64164663644623932 0.19802928541503206 4.3181057699403018 0.39766481608603488 6.7340412905032281 92.409523830891885 7.7752484577504202 3.4227697333990363
leaf_count=267 1676 362 8570 79 139 40 143 244 286 251 6360 156 9669 148 1875 224 111 2044 253 362 2459 311 72 249 76 1901 164 167 81 1785 108 1061 32879 2411 1095
internal_value=0 0.00578522 0.0066133 -0.0175706 -0.0280555 -0.0035741 -0.00203762 0.0147127 -0.0107871 -0.0415107 -0.00864078 0.0107522 0.0101314 0.0439306 -0.00308523 0.003782 -0.00621235 0.0176753 0.00287349 0.00711414 -0.000556672 0.0369985 -0.050011 -0.00487813 -0.00390794 -0.0254684 -0.000103383 -0.012193 -0.0273761 -0.0338196 -0.0866391 0.00537422 -0.00433085 -0.0155536 0.00524245
internal_weight=0 112.829 108.966 3.86337 3.25183 179.616 148.074 8.71586 31.542 2.05966 29.4824 60.0992 59.3876 1.51787 139.359 28.8514 16.7802 12.0711 11.4008 10.6077 8.44107 2.16668 1.61839 110.507 104.976 5.37941 1.04553 24.7377 5.55545 4.9138 0.595694 7.13787 103.906 11.4963 3.72104
internal_count=78078 19390 18905 485 406 58688 47974 1345 10714 537 10177 10335 9973 304 46629 8044 5776 2268 3764 3511 2893 618 434 38585 36710 2012 307 8501 2141 1974 189 1101 36461 3582 1171
shrinkage=0.1


Tree=83
num_leaves=36
num_cat=0
split_feature=3 4 4 5 12 12 10 14 14 14 4 3 10 3 3 1 11 12 10 5 10 5 3 10 5 14 1 10 3 1 3 4 5 1 14
split_gain=0.532792 0.282511 0.233342 0.301975 0.457944 0.228632 0.353987 0.336695 0.289097 0.34125 0.269834 0.249624 0.233786 0.238905 0.244292 0.220765 0.237568 0.274504 0.266913 0.220271 0.38726 0.34962 0.318581 0.229575 0.213886 0.210398 0.209056 0.207314 0.334058 0.202088 0.209793 0.201778 0.301942 0.198909 0.171424
threshold=-0.18430426705162969 0.00023861730733187872 -4.869582335231825e-05 -0.20129713814605982 0.0074178807109585082 0.0013788603568400447 0.59934950849994195 -0.041192539970021834 0.92264331158787183 0.54686235189780397 -0.014904073439538477 -0.0776414694264531 -0.24156392628549536 -0.074267401359975324 0.02942733152303845 0.018865443766117099 -0.043137917022610696 -0.0046104767105223472 0.85115835285641117 0.095291615194415952 -0.073339056407415656 0.27064759750614964 -0.13771015498787162 -0.089288499891768611 -0.43934456855524295 0.47064579495429565 0.015589084941893818 0.30167858131090436 0.17385197849944237 0.02079211920499802 -0.060911023989319794 -0.30489003658294672 0.094783311809234175 0.0011253929114900532 -0.68361408717738337
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=31 2 3 4 26 6 12 11 9 27 -8 33 13 -5 -15 16 -3 18 25 20 23 -21 -22 -4 -19 -18 -2 -9 -29 30 -17 32 -1 -7 -14
right_child=1 15 19 5 -6 7 10 8 -10 -11 -12 -13 34 14 -16 29 17 24 -20 21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0016392475748645231 -0.079285362941449014 0.082502258030968903 -0.011513270245840012 -0.044234858093297719 0.038637921673387282 -0.10035408502039521 -0.061272394165545696 -0.0071010093776371977 -0.063964696402547414 0.049146888421453837 0.0085627437718689223 -0.015656272113668442 0.026100103649033264 0.068033455779048915 -0.018671953276078328 -0.11319541238060807 -0.014144227071250791 0.094885910034887694 -0.093725657323511791 0.01218211503198522 0.063181334185165042 -0.048022206119264721 -0.040650839999425231 0.052442759557579835 0.010593397871051723 0.068298801627050598 -0.027270644359384123 0.057002036086702228 -0.057040135146315597 -0.0022129257826528042 -0.017049181505939891 0.0052856302653318159 -0.11604803924053742 -0.031830782077898023 0.00076034411071217254
leaf_weight=0.59931309866078564 0.9294791980937579 0.42396082048071804 8.877713436297201 0.31690146986511569 0.96482599856972218 0.64633335685357352 1.4705270659469536 9.2508337043454905 0.64351338075357567 1.5202017150731997 0.88702682710572744 9.900836451903162 2.9197635209275132 1.5161153343797185 0.4135974993041599 0.32515127034275793 3.9505722386820734 0.3053142222052071 0.39365266519598652 4.9842249877528948 0.30659433046821583 1.1960573997457684 8.1655556865152885 0.59913442938705053 21.42965573952096 0.33586952608311538 4.5809425069237477 1.20263648234686 0.32661358470068069 42.229951573513972 0.75142778650479047 125.82479863433946 0.34264299881760962 1.2293937057693254 31.174189981577005
leaf_count=160 242 77 3225 73 397 81 412 3560 173 563 268 3551 816 337 319 60 978 51 81 1436 55 621 3379 284 4367 89 1909 388 157 15333 226 22272 47 258 11833
internal_value=0 -0.00368994 -0.00727301 -0.00434595 -0.0249165 -0.00224562 0.00255329 -0.00975801 0.0013739 0.00479221 -0.034997 -0.0219933 0.00498933 0.0362349 0.0494498 0.00111281 0.00823901 0.00704709 -0.0149214 -0.0157516 -0.0213581 0.000530895 -0.0368933 -0.00746991 0.0117775 -0.0076843 -0.0360443 -0.00146266 0.0326452 -0.00330363 -0.0460875 0.00494043 -0.0411703 -0.0554424 0.00293041
internal_weight=0 164.169 94.023 69.8937 6.47525 63.4185 38.6981 24.7204 12.9438 12.3003 2.35755 11.7766 36.3406 2.24661 1.92971 70.1456 26.839 26.4151 4.68009 24.1293 17.949 6.18028 8.47215 9.47685 21.735 4.28644 5.51042 10.7801 1.52925 43.3065 1.07658 126.767 0.941956 1.87573 34.094
internal_count=78078 55599 34337 25337 2548 22789 14058 8731 4841 4668 680 3890 13378 729 656 21262 5643 5566 1148 9000 6943 2057 3434 3509 4418 1067 2151 4105 545 15619 286 22479 207 339 12649
shrinkage=0.1


Tree=84
num_leaves=36
num_cat=0
split_feature=2 9 11 3 3 9 9 0 14 3 3 14 2 0 0 2 2 9 2 0 2 14 14 8 9 8 3 4 2 3 9 14 14 4 4
split_gain=0.489608 0.293349 0.267806 0.255404 0.185273 0.311359 0.33401 0.444712 0.361216 0.383123 0.308641 0.271537 0.277788 0.267695 0.29368 0.266009 0.260903 0.257153 0.256855 0.342581 0.469169 0.293586 0.250186 0.250148 0.24528 0.307462 0.265686 0.232425 0.215947 0.306632 0.208598 0.190837 0.222637 0.216682 0.302883
threshold=0.00018425950111122805 0.080848219251022521 0.0081195975443144868 -0.98606406003818836 0.1852690223604441 -0.49560914571653086 0.17500724305896503 0.2298710644245148 -0.22718712906420932 0.36072786245495086 0.94710103418947267 -0.40061801980422018 0.286012813448906 0.88937091827392589 0.44526353478431707 0.20920482277870181 0.99720868468284618 0.85615503593196896 0.27320860326290136 0.68632578849792492 0.68341484665870678 -0.60756555344985674 0.50409634191366737 0.18917944983031196 0.85628955194357415 -0.090895777157816299 -0.93951731995912258 -4.869582335231825e-05 0.0096924444660544413 0.019247701391577724 -0.20080410361662679 0.25606272842534389 0.32962208053636344 -0.015489001409150658 -9.8760712717194097e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 15 10 11 8 -8 -10 -6 -7 23 14 -12 17 -16 -5 27 20 -20 -21 -11 30 25 31 -27 -9 -26 -30 -13 33 -33 -19 -35
right_child=3 2 -4 4 5 6 7 18 9 22 13 12 -14 -15 16 -17 -18 24 19 21 -22 -23 -24 -25 28 26 -28 -29 29 -31 -32 32 -34 34 -36
leaf_value=0.0034390252859099373 0.016517066670316608 0.014996955576761027 0.056715010712969305 0.00016586509452669882 -0.0033713606522657786 0.024428578842002221 -0.077058421422434478 0.050145103398990913 0.048154340305795407 -0.0097950347159163533 0.032266729016494543 -0.015450758662202833 -0.017075417447125815 -0.033928980882637252 0.16444678212045841 0.03021178460321455 -0.0048092450742196358 -0.053300795423077668 0.091509601601991897 0.11869011262290059 -0.000472670113752959 -0.014272750366631013 -0.10199397044042108 0.01237261620538728 -0.057642632718884881 0.049821341033440825 -0.029758706878432507 -0.047083076361968755 0.040203543237613923 -0.0082468998281007688 -0.091348134059330177 -0.075519955657837687 -0.0094359355610807924 0.04546652339381136 -0.0038655097064528021
leaf_weight=37.205676064797444 7.3912800072284872 17.431835544430218 1.687748891650698 152.09452207438153 6.4196669476514199 1.4288402409947583 0.92619301927334197 0.34847002272726968 0.89763911003683317 1.1029454942618029 1.6848385994962889 0.50002164748730149 22.875185742710528 0.43686916079604987 0.35546590675949108 2.6968316008988031 0.12244456619373523 0.50444275373592962 1.5523477275783082 0.18632734550919861 0.86269395719136799 1.5269583669978597 0.40143382699170604 0.45694064507551946 0.46181658288696681 0.43640189711004751 10.849343493115153 0.83502798303379655 2.3852584526175633 2.8875262332876446 1.313061843524344 0.5929111293517052 3.637165091233328 2.0368435066193342 3.1996048556175118
leaf_count=3852 1477 2730 221 41302 2160 852 282 79 306 677 684 189 13898 200 215 996 70 73 465 90 552 740 106 206 97 66 2267 171 439 575 543 93 575 333 514
internal_value=0 0.00861241 0.0186795 -0.00177516 -0.00237336 -0.00817749 -0.0124235 0.00465666 -0.0240048 -0.00354785 0.00840034 -0.0179768 -0.0203864 0.0374701 0.0518926 -0.000961029 0.121082 -0.00143046 0.022615 0.0343888 0.058652 0.000187552 -0.0343977 -0.0537518 -0.0104256 -0.015377 -0.0266815 -0.0184551 0.00792773 0.0136707 -0.0704168 -0.00258188 -0.0186986 0.00929348 0.0153234
internal_weight=0 56.3253 19.1196 233.407 226.016 44.2334 35.2141 8.64004 3.32821 2.40202 9.01929 26.5741 25.1452 2.59962 2.16275 181.783 0.47791 179.086 5.31183 4.12833 2.41504 1.71329 1.50438 2.27002 26.9913 21.2567 11.2857 1.1835 5.7346 5.27278 1.81308 9.97097 4.23008 5.74089 5.23645
internal_count=78095 6803 2951 71292 69815 22485 19156 3468 1371 1089 3329 15688 14836 1169 969 47330 285 46334 2097 1847 1017 830 783 938 5032 3921 2333 250 1111 1014 732 1588 668 920 847
shrinkage=0.1


Tree=85
num_leaves=36
num_cat=0
split_feature=3 3 6 15 6 9 3 15 12 7 7 15 15 0 6 7 12 3 6 7 9 9 15 15 3 13 15 12 12 9 9 9 0 6 15
split_gain=0.452985 0.226492 0.306328 0.311986 0.300227 0.246067 0.248503 0.208531 0.396786 0.215482 0.209858 0.20393 0.335204 0.263113 0.197761 0.363318 0.254695 0.246437 0.223129 0.275601 0.230685 0.211291 0.194992 0.670993 0.203554 0.189684 0.200283 0.188254 0.181701 0.173821 0.455091 0.309535 0.34423 0.277482 0.463864
threshold=0.0010909521952271464 -0.98606406003818836 0.34915911021074914 -0.60429575011133674 -1.3343288552522579 0.1277061867106852 -0.99253291622244422 -0.45866053922687361 -0.0038693083628946454 -0.2251238877602118 -0.44584359881442442 -0.29983827348266684 0.046128748264840612 0.00018637512403074655 -0.083928878834677104 0.058936607121317743 0.017146720389799561 -0.99458718093228515 -0.22412236497779334 -0.13501424145753663 -0.52040056262339207 -0.3049377148352832 0.20597467113071297 -0.036886470579019968 -0.99683212025320234 0.00030371423752938257 0.13654393978655102 0.0057233075225744685 -0.0054632522607662411 0.1737280660540387 -0.022307884305920612 -0.066191260349848666 0.1508850231766701 0.57148299398731095 -0.66878276359026811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 11 8 -6 10 -9 -5 -13 -14 16 25 17 21 19 -19 -21 -11 23 -23 -25 -16 -27 -8 -12 30 31 -2 -33 -31 -35
right_child=29 -3 3 5 7 -7 27 9 -10 14 28 12 13 -15 15 -17 -18 18 -20 20 -22 22 -24 24 -26 26 -28 -29 -30 33 -32 32 -34 34 -36
leaf_value=-0.053014931704644809 -0.0047640834463461958 0.0015601031032514362 0.056270345642543573 -0.062827409450951707 0.053632336210700439 0.043032595019348217 -0.080315000693067254 -0.012128399222194884 -0.024133899923804641 -0.065647033672662419 0.007269035667491739 0.024513428725374826 0.019153488834696072 -0.057189918809750807 0.073602914061205713 -0.023301261284250731 0.075646652288198071 0.096526904838689406 -0.025147667583422257 -0.044709258260983376 0.036957826123606555 0.01655960808375732 0.033603323192736255 -0.035363777359744615 -0.11690895186582223 -0.017195725868822283 0.066978198682629539 -0.0067006009082377655 0.073442959418779749 0.0081335538899497007 -0.020943430047457925 0.047887543701066015 -0.04942068379350803 -0.11086972811310569 -0.0084879941891069961
leaf_weight=0.58839279517997312 48.36320942131897 164.81221576193093 0.7417115931311854 0.58545887886430126 0.89487087979432578 0.73566382107674133 0.95894044628948794 0.48427418392384458 2.4590390965604518 0.52108679732191987 0.52336477240896861 2.4745055448511257 0.69244772195816029 1.2970353702767168 1.8686799861825258 0.76200385098127288 0.58705310733057636 0.65263021741702765 0.66398537560598825 0.41311638592742461 2.1251340203234572 2.8859683581613407 1.3743046148993014 0.69347797683440149 0.54801811683864243 0.61017539792737785 0.52666368895734195 0.54472798109054565 2.0028820088628074 17.982602190772017 19.498900711412716 2.1006988527878998 0.43961591707557079 0.48059482345706772 5.5876838042404406
leaf_count=109 18341 35284 72 66 92 122 211 84 250 55 82 350 57 215 258 100 54 93 87 42 352 416 174 118 102 99 55 83 251 5661 12109 624 243 101 1683
internal_value=0 0.0029986 0.0111135 -0.005518 0.0174178 -0.0118056 -0.0179619 0.0194299 -0.00338476 0.0238676 0.0481739 -0.00733522 -5.73339e-05 -0.0306183 0.0187262 0.038372 0.0116533 0.00785004 0.0275934 0.0385682 0.023666 -0.00478649 0.00097777 -0.00988542 -0.0713593 0.0540083 0.0217995 -0.053647 0.0597337 -0.00544564 -0.00795298 -0.00297691 0.0310478 0.00189393 -0.0165964
internal_weight=0 194.028 29.2156 8.03049 21.1851 7.28878 6.55312 20.5967 3.35391 17.2428 3.01052 5.04945 4.46399 1.98948 14.2323 3.76752 10.4648 9.87772 3.85487 3.19088 2.53825 6.02286 5.50177 4.12746 1.2415 3.00552 1.13684 1.50367 2.52625 94.4533 70.4024 50.9035 2.54031 24.0509 6.06828
internal_count=78095 39333 4049 1176 2873 1104 982 2764 342 2422 417 688 622 272 2005 512 1493 1439 574 487 394 865 810 636 220 412 154 294 333 38762 31317 19208 867 7445 1784
shrinkage=0.1


Tree=86
num_leaves=36
num_cat=0
split_feature=8 9 6 13 7 14 7 6 5 5 5 12 5 7 14 5 14 12 9 14 6 8 9 5 14 12 9 5 9 12 5 9 9 6 6
split_gain=0.212423 0.30272 0.260626 0.291974 0.325451 0.236219 0.218145 0.202917 0.212132 0.377031 0.195369 0.216867 0.189708 0.171342 0.217252 0.170679 0.160875 0.156903 0.15685 0.197053 0.195188 0.167294 0.154131 0.158794 0.146949 0.14967 0.146909 0.146813 0.145623 0.182113 0.144921 0.141575 0.162058 0.421887 0.411487
threshold=0.091022622745726603 -0.10097179351456757 -0.85586519712529352 -0.0038154646678730969 0.046046729430136678 -1.2199555445530443 0.031312241754610122 -1.4415813985787953 0.25967464269742946 0.29566228998049643 -0.18392542017978897 0.011576385339442887 -0.26126057815159842 -0.14095939317196496 -0.060341797233344666 0.19994409015215095 0.40991868060962783 -0.027911495545890303 -0.53355938687138649 -1.2199555445530443 0.67830743449910402 -0.12123122988371776 0.12459900363440087 0.098912295428590188 -0.22718712906420932 -0.0057132794354913408 -0.26888428014136806 -0.024867126073477099 0.12057504814270426 0.0077585982802131177 -0.27215265225699931 0.85628955194357415 0.85615503593196896 -0.56252561118033162 -0.8739881301896012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 5 -3 13 6 -2 15 -7 10 -10 24 -12 -6 -4 22 -5 28 -1 -19 20 21 -20 -15 -24 -9 -26 -27 -8 29 -14 -28 32 -21 34 -34
right_child=1 2 3 4 12 7 27 8 9 -11 11 -13 16 14 -16 -17 -18 18 19 31 -22 -23 23 -25 25 26 30 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=-0.035235454400956087 -0.051373804143755343 -0.052357246413931559 0.038079778706398705 -0.020348389499320618 0.075440366709415549 0.088093926999660399 -0.16203680310360138 -0.072743137165036595 -0.02814031065158068 0.062205847013324225 0.0071212317126599662 0.049544551082517041 -0.0054803548380568572 -0.074699317415716435 0.021515166388914833 -0.06817211909286601 -0.037535422309227746 -0.019307880966893051 0.067550515954518192 0.0021727325340864323 -0.025058362551587582 0.0095438564414482632 -0.030571587929001404 0.083105176916926926 -0.040238720172878467 -0.081586714055184639 -0.016064957973601159 -0.04944300774846571 0.019530736384549066 -0.11284473305117665 0.043169319821718372 0.017282535808778057 -0.0052543331633280264 -0.0032370476255286665 -0.11373345256694534
leaf_weight=1.1595696923395724 0.82435817786609078 1.6622801993853524 1.5841887278547799 10.022965183570703 0.33833193025202479 0.27716796901950402 0.18600275425706059 0.40735954517731476 3.9866169537344822 0.52244316678479652 17.441354625136228 1.2944191680726351 1.0525424851148262 0.54046857817593263 1.5565147468732929 0.80629988392320306 1.013650732082169 3.5210867996211155 1.1954285274259751 200.47322275175247 0.52241361991036672 0.85122824119025531 0.50341602561093168 0.16256356897065416 0.97163582538632987 0.16560514066077336 0.73678613592346698 0.30686229352068117 2.8247679070227605 0.18588805695617328 0.93997056892841024 5.6501224947551227 0.69440813607070595 21.941767094307579 0.70436096843332296
leaf_count=352 211 784 556 4753 146 149 39 148 1950 124 6551 427 742 185 803 269 575 1087 118 48839 97 153 202 59 455 63 286 177 1983 91 435 1184 103 3881 118
internal_value=0 -0.00569585 -0.014235 -0.0112295 -0.0172267 0.00135 -0.0268704 0.0029752 0.00208379 -0.0176723 0.00614086 0.0100522 0.00293639 0.0118609 -0.00317207 -0.0239091 -0.00189543 0.00145907 0.0016397 0.00195758 0.029499 0.0434249 -0.0350226 -0.00282342 -0.0166078 -0.00848157 0.0082667 -0.0919349 0.00699572 -0.0215957 0.0171411 0.00164923 0.00125457 -0.00663158 -0.0598798
internal_weight=0 50.3145 22.7467 21.0845 16.7373 27.5677 11.3221 26.7434 26.4662 4.50906 21.9571 18.7358 5.41518 4.34715 2.76296 10.8293 5.07685 236.714 235.554 232.033 2.56907 2.04666 1.20645 0.66598 3.22136 2.814 1.84236 0.492865 4.0632 1.23843 1.67676 229.464 223.814 23.3405 1.39877
internal_count=78095 22163 11364 10580 8775 10799 5238 10588 10439 2074 8365 6978 3537 1805 1249 5022 3391 55932 55580 54493 368 271 446 261 1387 1239 784 216 2816 833 721 54125 52941 4102 221
shrinkage=0.1


Tree=87
num_leaves=36
num_cat=0
split_feature=1 0 8 0 7 4 1 5 0 9 9 1 1 14 0 0 9 7 1 0 1 5 5 1 1 7 5 8 14 9 14 8 7 4 8
split_gain=0.342366 0.380407 0.297709 0.201743 0.315048 0.20535 0.188831 0.454174 0.298896 0.241009 0.254484 0.230852 0.201592 0.197238 0.216254 0.186894 0.194607 0.184496 0.179143 0.172785 0.21537 0.175181 0.166784 0.176559 0.18728 0.162108 0.157792 0.19792 0.157013 0.152024 0.15194 0.147511 0.252663 0.237769 0.205898
threshold=0.096004132181406035 0.072961311787366881 -0.15102631220512078 0.07525681704282762 -0.019118001382019058 -0.045319503406062715 0.11601517722010614 0.092174998756522575 0.11789994314312936 0.85277896701718536 -0.18785117156142536 0.16001746803522113 0.94596225023269664 -0.65796932300491384 0.09493532776832582 0.078364238142967238 -0.53355938687138649 -0.098265735921218955 0.29168553650379186 0.093147259205579772 0.0630188323557377 0.19886471315250318 0.2756626429638262 0.23676610738039019 0.85090672969818126 -0.32209827288773557 0.21748623946185139 -0.022349934678235549 -0.24107292212905232 0.55022130176070794 0.15879092250956914 -0.36942433423744192 -0.33053578931399319 -0.0016113836318254469 -0.69410257688112653
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 17 4 -3 18 7 8 -7 10 22 13 -11 -12 -15 16 26 -2 -5 21 25 -17 23 -8 -25 -21 27 -1 -27 -16 -20 32 33 -18 -34
right_child=1 3 -4 5 -6 6 9 -9 -10 12 11 -13 -14 14 29 19 31 -19 30 20 -22 -23 -24 24 -26 28 -28 -29 -30 -31 -32 -33 34 -35 -36
leaf_value=-0.086581610449460195 -0.026230741041281397 -0.030081660417502376 -0.03307281451492497 0.043999314613445036 0.10984589156176594 0.019442707760542913 -0.006381256533745043 -0.063418741598968417 -0.03787408969166401 0.0096300498877565279 -0.080437064912293188 -0.017323550377415262 0.10306216997967593 -0.054804761240237365 0.017551299241456812 0.033435683667172263 -0.070684709157712508 0.059698387479616949 -0.024428657409443819 0.086144890046628675 -0.013437378247845017 -0.015511329836487349 -0.030139284713578768 0.014798781414413459 -0.027722594737608144 0.062810107748007604 0.036500499926573164 -0.017926571550297872 0.006454562122983446 0.085084288649669229 0.050445450402798908 0.00097974628566872379 -0.022026616818545557 0.00090703161518050418 0.020547264108646615
leaf_weight=0.57914828945649865 0.42444312114093918 0.27501778601435944 7.2089527310563408 1.6504810488331707 0.38779112634074309 2.3468059134720529 10.493092307187906 1.822323613145272 1.4858685528961357 8.4413508506040635 0.22027128882473368 20.36813232552413 0.23742600835976269 0.36557364388864799 2.371447129920853 5.0515107276951303 0.65115717100707149 0.60748764452728188 1.0272825458087025 0.32613539102021594 3.8700003102931078 0.85495050682220597 1.5969916621852451 11.815754163719246 1.1353299927432079 0.56189273019845121 0.34121023211628188 1.5270669066230755 4.1146840168648833 0.38785211349022564 0.36815407889298501 178.34247472044717 1.2558307088329446 1.6132005683684827 11.901803556407684
leaf_count=139 105 63 3268 619 126 838 3317 491 557 2334 45 11180 75 148 1325 1685 114 182 545 73 1451 272 853 4582 552 179 56 515 1165 94 171 38692 186 292 1806
internal_value=0 -0.00561064 -0.0258817 -0.00310976 0.0517861 -0.00365993 -0.00488432 -0.0223196 -0.00277813 -0.00316761 -0.00590072 -0.013325 0.0121861 0.0110216 0.0174685 0.00225399 0.00143717 0.0243549 0.0217001 0.0130983 0.0042764 0.0263507 0.00112987 0.00325989 0.0110712 0.0179794 -0.0265848 -0.0368047 0.0132257 0.0270439 -0.00467483 0.00179112 0.0111739 -0.0196805 0.0164838
internal_weight=0 75.0378 8.24088 66.7969 0.662809 66.1341 63.0882 5.655 3.83267 57.4332 48.7544 23.7133 8.67878 3.34514 3.12487 210.991 196.212 1.03193 3.04592 14.7792 8.87271 5.90646 25.0412 23.4442 12.9511 5.00271 2.44743 2.10622 4.67658 2.7593 1.39544 193.764 15.422 2.26436 13.1576
internal_count=78095 31470 3555 27915 189 27726 26391 1886 1395 24505 22096 12792 2409 1612 1567 46625 41800 287 1335 4825 2868 1957 9304 8451 5134 1417 710 654 1344 1419 716 41090 2398 406 1992
shrinkage=0.1


Tree=88
num_leaves=36
num_cat=0
split_feature=4 13 15 13 12 14 4 0 4 12 13 4 9 12 14 14 4 15 13 15 0 12 7 13 15 13 14 7 0 14 7 9 13 13 14
split_gain=0.170688 0.474575 0.303763 0.299322 0.2777 0.216471 0.224088 0.211566 0.318006 0.203494 0.194608 0.47202 0.211389 0.307604 0.238936 0.231092 0.191544 0.174275 0.169703 0.166884 0.162758 0.158757 0.224085 0.189537 0.236486 0.224482 0.202724 0.204864 0.186812 0.247566 0.277723 0.166886 0.251193 0.187193 0.164277
threshold=0.10319909080863 0.016337626514299743 0.94300120484029282 -0.013288049501836799 -0.004221380907805829 -0.34827697875378655 0.32577710598707205 8.0043018897413293e-06 0.017611713352380324 0.0026721660017056171 0.0075526910052285947 -0.019323160871863362 0.052495840324566938 0.0023226466677694706 0.30623932141504501 -0.72922989789946202 -0.031372027471661561 -0.76099148954093898 0.0035753430170722754 -0.24853108608856628 0.065480154007673277 0.0030437487388467166 -0.0090191311447106494 0.0044219142252940281 -0.089777954744167277 0.0082009312265759107 0.65463835661878811 0.33983706007378089 0.037175565958023078 -0.21354892722556343 -0.095774483408799321 -0.13622358270803978 -0.0050679203402337275 0.010040143757882059 0.016061268889658961
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 18 8 9 -1 -9 20 13 -13 15 -15 -11 -14 -5 -17 -12 22 28 26 -25 -26 27 -24 29 -7 -31 32 -23 -33 -30
right_child=1 -3 -4 5 -6 21 -8 10 -10 16 11 12 17 14 -16 19 -18 -19 -20 -21 -22 31 23 24 25 -27 -28 -29 34 30 -32 33 -34 -35 -36
leaf_value=0.057385929934128083 0.039564980558089886 0.098288485361966896 -0.068632957649877258 -0.019137619910097096 -0.088847829566192887 0.071029873444902122 -0.079885774741618898 -0.0004438404036164986 -0.036265219209597653 -0.019552711803675335 0.035412086492271837 -0.023236441147470002 0.036183122874526345 -0.048279059712921395 -0.04169993689433598 0.089830592047122529 0.032678264762233691 -0.035065209120934762 0.060696186226658844 0.021415046333066897 -0.017604225609453208 0.067933776048129488 0.037257520177490837 0.062428041884421061 -0.078563802854221501 0.028274806837180002 -0.055025390198063899 -0.029172049568188085 -0.0058454682208111874 -0.0071364626825397752 -0.06011961716518225 0.043747047859896138 -0.0051134019585730942 -0.039275827576925743 0.038524318157140358
leaf_weight=1.632668878417461 0.23576462556957267 0.56366104188782529 0.54057233697676466 1.3727077434741759 0.58945151208900881 0.30586861359189299 0.49844334354565933 232.64616398823455 0.89125122247060051 1.106690135085955 2.6244973091888855 6.1003351895233227 0.36310277419397596 0.4307244851952422 0.72582240460906167 0.40359558867930934 1.9206343952100726 6.2978531207645565 0.33034356776624907 3.0578186623788497 0.74299043758583128 0.56822686086525243 5.0332326251955068 0.28197187764453702 0.58695410539803539 0.2957615132763749 0.28725778984517081 0.51141114981146518 1.8830066090013136 3.608557745243171 1.3629935357148402 3.7368211459470322 2.7445203217503149 0.29286202031653363 1.4985215540727947
leaf_count=179 70 134 90 339 128 74 96 64233 92 107 649 2368 135 73 146 118 205 2299 81 963 376 74 1229 86 129 64 54 125 544 904 320 854 403 55 395
internal_value=0 0.00748887 0.00556228 0.00710343 -0.0521602 0.00904416 -0.0209123 -0.000848346 0.0184634 0.0289306 -0.00127142 -0.0105516 -0.0171912 -0.00849699 0.0109739 0.0207967 0.0135843 -0.0311813 -0.00365212 0.0293922 0.0237148 0.0119118 0.00622182 0.0195313 -0.0172989 -0.0427666 0.0268867 0.0311304 -0.0045325 -0.01629 -0.0216623 0.0240439 0.00741619 0.0377133 0.013817
internal_weight=0 27.1289 26.5653 26.0247 0.825216 25.1995 2.20149 258.944 5.55124 4.65999 253.393 20.7467 17.3793 10.7183 4.61796 3.89214 3.02732 6.66096 1.70305 3.46141 3.36749 22.998 15.6555 6.99659 1.16469 0.882716 5.8319 5.54464 8.65895 5.27742 4.97155 7.34243 3.31275 4.02968 3.38153
internal_count=78191 6248 6114 6024 198 5826 516 71943 583 491 71360 7127 6102 3668 1300 1154 312 2434 420 1081 1025 5310 3924 1687 279 193 1408 1354 2237 1298 1224 1386 477 909 939
shrinkage=0.1


Tree=89
num_leaves=36
num_cat=0
split_feature=3 2 15 3 0 14 1 3 2 14 1 1 3 11 2 0 7 3 11 7 11 7 2 14 15 14 15 15 7 14 14 14 14 14 0
split_gain=0.378492 0.538347 0.242361 0.246233 0.270777 0.303365 0.220456 0.225249 0.215824 0.21073 0.199461 0.197048 0.357033 0.178333 0.162441 0.202464 0.204518 0.192675 0.269783 0.199434 0.1625 0.160982 0.158499 0.161433 0.154454 0.243304 0.153046 0.233216 0.311444 0.28309 0.218465 0.205909 0.481345 0.225404 0.228303
threshold=0.020848844200372699 0.032290490344166763 -0.10940044509588046 0.82589990046790274 0.23528571426868441 -1.2199555445530443 0.0011253929114900532 0.078354675701120882 0.60769766569137584 -0.57209571927547798 0.58688047528266918 0.28644616901874548 -0.19510078825987873 -0.014390718604683028 1.5371959307231012e-05 0.074110094457864775 0.033341578663884812 -0.93951731995912258 -0.0067901381423306397 -0.22940394699953162 -0.0010323813750280292 0.15612409363667326 0.45790322124958044 -0.068785778388780833 -0.0083301407926054376 -0.060341797233344666 0.26959217959894982 0.36711231623951918 -0.19875424265371658 0.49241845832278697 0.25606272842534389 0.18255285135182339 0.50409634191366737 -0.85337004551351592 6.3381368818227215e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 21 3 4 5 -3 7 -4 10 -10 22 14 13 -13 17 26 -17 19 -19 -1 -18 -2 23 -6 25 -8 -16 28 -28 30 -30 33 -33 -29 -35
right_child=1 2 6 -5 8 -7 24 -9 9 -11 -12 12 -14 -15 15 16 20 18 -20 -21 -22 -23 -24 -25 -26 -27 27 31 29 -31 -32 32 -34 34 -36
leaf_value=0.035948468962604251 -0.082067052698388557 -0.12421825075918996 0.0049944650451712548 -0.015673465811291264 0.057693984388128061 0.0023004188012992785 -0.032757471634331771 0.094179435878337894 0.1659883035259529 0.046897160081101119 -0.020243843377216287 -0.057667419844079616 -0.029891980129028908 0.033703767477886552 0.002341225833777038 0.01698575260156903 -0.018836056423629736 0.064250059853102892 0.012692816770506175 0.0008859155128519415 0.009759992594085708 0.010604894546082122 -0.020634558101132933 0.015090423940198702 -0.0059452557803633338 -0.0075820993569019283 0.024530042028017483 -0.018659005228980181 -0.036027719996409663 0.013203927043568315 -0.098600971265334722 -0.032232971846373352 0.0057945274612053012 -0.027659357825529488 0.014101724434761032
leaf_weight=1.8856991078355356 1.1786038230857219 0.19257935270434501 0.96474472415866219 5.1531279520349917 1.7017504110699517 11.930484090735265 6.4336471546048406 0.40085951219225535 0.17788709037267836 0.90193298830126856 1.1088410327065501 0.24565102520864446 4.6100016814707478 1.6374604635857393 119.66194254752554 16.001432035563088 3.4797260574632674 1.5026359714101998 3.1270154429221284 11.610741616743326 4.6330385135806846 0.22289730176271394 0.58738948503741983 1.8631827696917747 36.607032502754919 9.5179698349693336 1.0805342045059658 3.2859666387666939 2.9047207870917187 0.95498928119195614 0.69062067777849723 5.9873663240796287 7.4957640085558523 1.4444326898810711 13.970504070462992
leaf_count=194 315 32 155 3024 554 4399 2880 91 87 557 443 59 1745 493 25296 4527 947 133 295 1226 1417 107 305 590 16033 4885 314 450 680 225 134 1273 1416 151 2759
internal_value=0 -0.00590342 -0.00479322 0.00365456 0.00904882 0.000290621 -0.00849308 0.0311738 0.0257932 0.066516 0.0174352 0.00223903 -0.014905 0.0217844 0.00279641 0.00189537 0.0104283 0.0118232 0.0294266 0.00578479 -0.00250542 -0.0673283 0.027497 0.0354276 -0.00952373 -0.0177359 0.000588731 -0.00495689 -0.0237319 -0.0351923 -0.0480473 -0.00167204 -0.0110921 0.00511971 0.0101886
internal_weight=0 78.9429 77.5414 23.6172 18.464 12.1231 53.9243 1.3656 6.34098 1.07982 5.26116 206.21 6.49311 1.88311 199.717 181.591 24.1142 18.1261 4.62965 13.4964 8.11276 1.4015 4.15232 3.56493 52.5586 15.9516 157.477 37.8149 5.63086 4.55033 3.59534 32.184 13.4831 18.7009 15.4149
internal_count=78191 34457 34035 9991 6967 4431 24044 246 2536 644 1892 43734 2297 552 41437 39589 6891 1848 428 1420 2364 422 1449 1144 23798 7765 32698 7402 1353 1039 814 6049 2689 3360 2910
shrinkage=0.1


Tree=90
num_leaves=36
num_cat=0
split_feature=2 9 3 2 0 3 5 14 14 9 2 4 3 14 4 8 8 3 9 5 5 5 4 3 8 8 0 9 3 2 4 5 9 0 14
split_gain=0.322157 0.27789 0.347712 0.36072 0.234006 0.286375 0.323201 0.290201 0.636244 0.340916 0.469468 0.303476 0.261896 0.242746 0.23625 0.216363 0.269023 0.31938 0.215898 0.236589 0.617612 0.367692 0.307043 0.270708 0.237472 0.428313 0.287408 0.253242 0.286159 0.298386 0.266133 0.25423 0.214093 0.316619 0.278128
threshold=0.0043371987994760284 -0.52040056262339207 -0.93951731995912258 4.3101383653265665e-06 0.015685418620705608 -0.96215867717546633 -0.028739982144036672 0.13649341813303814 0.056505216860192851 0.85615503593196896 6.7715172917814939e-05 -0.0090898727066814882 -0.99458718093228515 0.10159042361508153 0.0010986486449837687 -0.2760853187146462 -0.15380997222379092 -0.82386528217466537 -0.53355871336626615 -0.07683836389876296 -0.076839542186349738 -0.014406056045202094 0.45899028657004243 0.05827723070979119 0.0030984161649688707 0.01333515846252834 0.064423702657222762 0.19517765847143301 -0.090066483244299875 0.0096924444660544413 -0.00093820454640081141 -0.066398805943270536 -0.53437490749735483 0.010848490986973049 -1.2199555445530443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 8 11 -9 -11 -8 14 -10 -13 -5 17 -17 32 20 -20 24 -23 -22 27 26 -26 28 29 -21 -29 -31 -2 -34 -35
right_child=18 4 3 15 -6 -7 7 9 13 10 -12 12 -14 -15 -16 16 -18 -19 19 21 23 22 -24 -25 25 -27 -28 30 -30 31 -32 -33 33 34 -36
leaf_value=-0.017432429894632933 -0.0075861969762443283 -0.0095418931933974518 0.075231371823595905 0.022100452303849057 0.017636138049026574 -0.00078499905843764728 -0.0074386196576333849 0.043084950862130711 -0.11010651416244328 0.052167764964210439 -0.082882894015359254 -0.05405402953665181 0.042116690603531404 -0.020646313480896017 0.018596453490323878 -0.074960370481643765 0.0066522489611128225 -0.010380739995649629 -0.0057167226868045659 -0.099260739005267148 0.016641940062951978 -0.0045356944971145395 0.043726630246831238 0.092197730420267493 0.11070682536933492 -0.01605151201616456 -0.0048936728057972501 -0.15462611533011184 -0.039447522898346007 -0.056215515879828419 -0.027652188962855796 0.066243239113496361 -0.0097457027470305695 0.078167783437156413 0.018696984803431089
leaf_weight=11.801286587287906 6.7081686785386418 5.0908367157608181 0.69716597953811543 4.0222243790049168 16.976041953179447 39.988068099564771 3.4839007740665719 6.3409965413084128 0.52621840990832314 0.48927710880525388 0.54314352292567492 0.56890998409653759 4.8472677983227159 0.71604234917322174 2.0992066496473853 0.95443611266091455 8.1336366454779512 3.8747238207142862 32.35861793865115 0.18727763477363601 13.813487801467996 84.890858770286286 1.338997444960113 0.49106169235892672 0.46048066962975909 12.678832572059035 0.40354932440823177 0.34259906112129102 4.5004828883866166 0.21893365835421719 0.31855669050855784 0.7512758840675815 3.8960212098609199 0.8645789340371256 8.695489981240824
leaf_count=1163 2210 587 38 436 4391 7479 556 942 88 68 77 81 802 110 318 101 849 426 12210 63 2495 30351 279 197 104 6910 156 71 1653 80 108 246 576 144 1826
internal_value=0 0.0041824 -0.0041394 0.00473252 0.00718663 0.00444462 0.0129091 0.018736 0.00929602 0.0344086 -0.0188807 0.0169576 0.0282669 -0.0585414 0.00310553 0.00183883 -0.00444815 -0.0231443 -0.00271786 -0.00400166 0.00193242 -0.00661169 -0.00378627 0.0192357 -0.0188781 -0.011409 0.0567151 -0.0348856 -0.0280423 0.0163027 -0.0934478 0.0386097 0.00700758 0.0142829 0.0240753
internal_weight=0 111.153 29.4835 17.6822 81.6699 64.6939 24.7058 19.615 12.2415 7.37342 1.03242 10.9993 7.51538 1.24226 2.66812 16.985 12.9628 4.82916 172.919 152.755 46.6632 106.092 86.2299 14.3045 19.862 13.5429 0.86403 6.31913 5.65797 1.15749 0.661156 0.97021 20.1643 13.4561 9.56007
internal_count=78191 18512 3013 1850 15499 11108 3629 3042 1955 1087 145 1757 1201 198 399 1812 1376 527 59679 54923 14902 40021 30630 2692 9391 7170 260 2221 2042 389 179 326 4756 2546 1970
shrinkage=0.1


Tree=91
num_leaves=36
num_cat=0
split_feature=1 0 8 9 8 6 6 9 8 0 6 9 6 9 0 8 6 6 6 8 11 8 7 1 6 1 0 1 0 7 1 10 8 6 1
split_gain=0.283988 0.28161 0.203215 0.187462 0.274293 0.15582 0.485878 0.250913 0.210039 0.227191 0.186223 0.372062 0.486181 0.182939 0.266772 0.283287 0.27528 0.203368 0.223994 0.30782 0.188481 0.182635 0.370607 0.173682 0.216846 0.173422 0.220883 0.169127 0.334434 0.164664 0.210457 0.161078 0.218035 0.277789 0.299642
threshold=0.057357098907232291 0.05630989000201226 -0.30926095822833943 0.26294026474615767 0.019555010300355183 0.37850621922776856 0.45847230993514348 0.85615503593196896 0.20158504890802875 0.047085728496313102 0.32912177343295962 -0.22329614968951003 0.33779012304720751 -0.19427050984044572 8.2119218859588741e-05 -0.2760853187146462 0.2029089866233805 0.081854434131408735 -0.18516735902299011 -0.31842440224730029 0.010027704953863204 -0.24422874482702703 0.0037128157370681192 1.6871215848368596e-05 0.11893014615349747 0.00033843780693132436 0.0012524526682682338 0.00026093523774761712 6.3381368818227215e-05 -0.06298396549949821 0.0032922029495239262 -0.09463247456614203 0.019555010300355183 -0.62334064696694902 0.022025931626558307
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 10 7 -7 -8 -10 13 -12 -13 14 -1 16 17 18 25 -20 23 22 -17 24 -15 -16 -27 28 -22 -14 -31 -23 -33 34 -34
right_child=1 -3 3 4 -6 6 8 -9 9 -11 11 12 29 20 15 21 -18 -19 19 -21 27 31 -24 -25 -26 26 -28 -29 -30 30 -32 32 33 -35 -36
leaf_value=-0.024745401280682172 0.044145400559937029 -0.0025205462136720577 -0.016281182923888648 -0.013399835794352381 -0.090690414364136732 -0.019896172569726801 0.0021033674947522883 -0.073860066817656819 -0.063598554165063409 0.044621895905441793 0.07303494397288815 0.092724421223414899 -0.035913381301933937 0.034451486722922073 0.067047479652387734 -0.061690505705187519 -0.041299590054471758 0.067507588069873642 -0.043661268593198688 0.045868796059189747 -0.024012180197309968 -0.019797611414378823 0.025150279022865058 0.0027790314668195656 -0.022130622089907785 -0.024720568130147613 0.03033127719163033 0.011944860983418286 0.064349369512894591 0.053371147696675073 -0.029038932453328666 -0.0025886320009749306 0.041561901227429886 0.03604589829718071 -0.062364383449437844
leaf_weight=4.5206317356205536 0.47936959660000766 85.972297787224306 8.6643622696774383 0.93269269156007684 0.90437212344659201 4.7873008061142164 44.892971843813939 1.0507351204869335 0.92266400148946448 0.24562911941029597 1.1552837757917584 0.541653644657344 1.3332948573370234 3.4872422352127606 0.89595585681672574 1.4104869274742626 0.74213379313005123 0.88729282582062285 1.1737962504848836 0.57075500983046268 0.57418446833616998 4.1378693663282311 0.75421576877124596 65.644001387203389 0.84058206745248742 0.92246133578009892 3.4718307084112894 11.321145272795546 1.6862841411202678 0.65984742518048711 0.58428704537800513 22.894177486115961 0.46233021444641031 3.3526041046352466 0.6936898442581878
leaf_count=372 123 34858 3626 315 339 1169 9368 188 321 154 202 99 249 443 92 212 103 104 193 67 67 1404 100 15522 108 102 540 2442 181 122 199 3446 142 1006 213
internal_value=0 -0.00444666 -0.0195268 -0.0224333 -0.0514494 0.00222485 -0.00243066 -0.0296086 0.00101401 -0.0408456 0.00401836 0.0245574 0.00660167 0.00334534 -0.00165366 0.000810119 0.0169377 0.0223934 0.0167031 -0.0143702 0.00615077 -0.00333561 -0.0314338 0.00405827 0.0234617 0.0269501 0.0187746 0.0169312 0.0419045 -0.0114973 0.0146686 -0.00140717 0.00136982 0.0214703 -0.0208009
internal_weight=0 96.9531 10.9808 10.5014 1.83706 186.617 51.8993 5.83804 46.0613 1.16829 134.718 4.27437 3.11908 130.444 46.8902 42.3696 8.66423 7.92209 7.0348 1.74455 83.5534 33.7054 2.1647 69.9718 4.32782 5.29025 4.39429 13.5816 2.26047 2.57743 1.24413 31.5407 27.4028 4.50862 1.15602
internal_count=78191 39261 4403 4280 654 38930 11200 1357 9843 475 27730 871 669 26859 8096 7724 1201 1098 994 260 18763 6523 312 16073 551 734 642 2690 248 570 321 6211 4807 1361 355
shrinkage=0.1


Tree=92
num_leaves=36
num_cat=0
split_feature=3 5 5 9 2 8 5 11 5 9 8 6 8 2 6 3 5 6 3 6 5 14 6 9 3 3 9 3 8 3 6 2 2 5 5
split_gain=0.488013 0.231711 0.228304 0.295806 0.252546 0.238638 0.296139 0.224991 0.276196 0.238879 0.219936 0.213244 0.241975 0.230714 0.292934 0.248862 0.227492 0.215963 0.208793 0.205497 0.203096 0.202236 0.20064 0.199135 0.458801 0.267592 0.294177 0.230004 0.192831 0.190983 0.179591 0.278864 0.242458 0.279401 0.212614
threshold=-0.057803598232567303 -0.0014316721223400009 -0.074164660134507052 -0.26342477775674261 0.044698717072606094 -0.039354252282326141 -0.0039103261223617991 -0.017653271546980192 1.0000000180025095e-35 -0.10822498270987692 -0.020989670473492598 0.57148299398731095 -0.094354308462134939 0.067420821636915221 -0.91115476382777938 0.024151815101504329 0.28057695725271375 -0.68162711194244852 -0.027460024983156469 -0.28875255247908133 0.1847202831619669 0.2476677273049657 1.647468567365048 -0.49560914571653086 0.94710103418947267 0.049735750886611647 -0.52874433747962057 0.95797856355784472 -0.29139369674639753 -0.9878847575491817 0.068475168276274145 0.021784084849059585 0.033232515677809722 0.053194664033746668 0.09478381515654298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 4 -2 6 -4 18 -9 10 -10 12 16 15 21 30 17 -11 -3 -16 -17 -15 29 24 25 -7 -27 -25 -5 -1 31 -14 33 -33 -32
right_child=1 7 5 28 -6 23 -8 8 9 11 -12 -13 13 14 19 20 -18 -19 -20 -21 -22 -23 -24 27 -26 26 -28 -29 -30 -31 34 32 -34 -35 -36
leaf_value=0.012412491596417498 -0.12389824153211737 -0.023521113885097835 -0.027887309329628591 -0.055009630771329449 -0.024368651016425911 -0.060767611005126988 -0.11216747837413051 0.015342445755171836 -0.035984066767431461 0.088859560895181447 -0.0085522876168418107 -0.017212460552399288 -0.047933393003526129 0.0093635482504479325 0.031561678723920038 -0.02158285673613906 -0.044944872241771329 0.023115418377110952 0.025423538921289471 0.0037804217518417945 -0.090565065544595758 -0.089902906737142754 -0.018323702721388179 -0.011400379080507991 0.056618212269961082 -0.014521324845330015 0.054267732293096088 -0.040137625572496151 -6.9713856909253761e-05 0.0028985647359841219 0.00098053154102306834 0.13181085018805491 -0.011656969173501935 0.014549410018260113 0.070180202512921827
leaf_weight=25.446717492342032 0.33431662945076723 1.0401055714755782 3.6272862356054247 0.65200235623342351 1.0737251998289137 0.85761602129787817 0.471054023772015 7.8341230319711022 3.6192753182695041 0.58815945577225681 15.186575155572426 5.8490135655893019 1.593065611239586 0.35560834382704243 4.0152385007131661 1.4391983966197579 0.41401823965134088 3.3202688449891857 5.379081371400388 7.9036135960323 0.60673266000230786 0.48535002264543436 3.9453995016810941 16.282748540699686 1.3192754411720669 2.6476700389175676 0.81245048070559311 3.3598098931397535 31.672998150541389 123.51143387466436 1.4348104190430606 0.25284932646900404 4.4824953590941732 1.0347589605662504 0.64296398669102917
leaf_count=3590 98 186 1791 86 537 215 79 1956 964 109 6306 1646 421 136 1555 343 126 727 1243 2585 156 178 892 9673 539 861 339 2523 11520 24720 323 55 1203 310 163
internal_value=0 -0.00438957 -0.00874516 -0.00313227 -0.0480003 -0.0151901 -0.0375743 -0.000315812 -0.0021881 -0.00476844 -0.0138317 0.000183642 0.00374518 -0.000140574 0.00911471 -0.0104215 0.0255422 0.0330089 0.017493 0.0131394 -0.0420399 -0.047927 0.0039343 -0.0115612 0.00500654 -0.0107633 0.00163063 -0.0163158 -0.00117786 0.00452384 -0.00356952 -0.0108961 -0.000670502 0.0375762 0.0223943
internal_weight=0 130.588 63.111 33.733 1.40804 29.3779 4.09834 67.4773 61.0581 53.224 18.8059 34.4181 28.5691 24.2467 12.7598 11.4869 4.32245 3.90843 6.41919 11.9189 2.04593 0.840958 152.904 25.2796 5.63701 4.31774 3.46012 19.6426 32.325 148.958 9.44094 7.36317 5.7701 1.28761 2.07777
internal_count=78154 48952 28261 12241 635 16020 1870 20691 19262 17306 7270 10036 8390 7428 4454 2974 962 836 1429 4140 499 314 29202 14150 1954 1415 1200 12196 11606 28310 2475 1989 1568 365 486
shrinkage=0.1


Tree=93
num_leaves=36
num_cat=0
split_feature=3 4 9 9 7 7 3 8 4 7 3 13 13 9 4 0 4 9 9 3 0 1 8 3 1 0 1 1 9 8 4 0 13 7 3
split_gain=0.404911 0.25396 0.215831 0.231829 0.222072 0.185873 0.205852 0.183523 0.174842 0.25263 0.240276 0.241126 0.216532 0.203162 0.203109 0.194705 0.320733 0.253032 0.265638 0.245731 0.241811 0.411845 0.255556 0.230718 0.238908 0.188623 0.185129 0.240539 0.173864 0.193996 0.239517 0.163116 0.1617 0.160213 0.240332
threshold=-0.18430426705162969 0.00023861730733187872 -0.19427050984044572 -0.53355871336626615 -0.4962453333501976 -0.2202640809528558 0.60761930776061501 0.37013147872387692 -6.593087164219468e-06 -0.050378289853913231 0.68391200329642754 0.0082009312265759107 0.030232215586139369 0.87916307742526967 -0.024792093783617016 0.017114443704485897 -0.12266547325998543 0.79957491489261223 -0.1942085329469812 -0.044365479145199054 0.23528571426868441 0.2423197999596596 -0.023915439504393694 0.095689574256539359 0.057357098907232291 0.001008139690384269 0.028621735051274303 0.031174200586974624 -0.19427050984044572 -0.014668927129770561 -0.0058659521730533007 0.20754710584878924 -0.0066262002028149207 0.53783224270094443 -0.074267401359975324
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=31 8 3 32 -4 -5 -7 -8 12 25 11 -11 13 15 -14 16 -2 18 28 -19 21 22 -21 -24 -25 -10 -18 -28 29 -17 -31 -1 -3 -6 -35
right_child=1 2 4 5 33 6 7 -9 9 10 -12 -13 14 -15 -16 17 26 19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 30 -32 -33 -34 34 -36
leaf_value=0.0037952935151939929 0.046897385525634716 -0.066714328253893188 0.033008688015261363 0.022030584914847773 0.0022606010856463651 -0.029844825133709896 0.011704952937312933 -0.053983028216323094 0.061874447645778347 0.0088472940341961358 -0.027616946627403095 -0.064859248469128883 0.16211667180980621 -0.078599932049668142 0.02183790489393013 -0.018082451964892467 -0.014867074528115507 0.066724713334566046 -0.011227972424202962 0.03540730604413788 0.024495820600197497 -0.11340040780913647 0.010737468253764653 0.043048239140287631 -0.060252060805384568 -0.03309881158264965 -0.1550340804012845 -0.032180842433223757 0.040197372726074411 0.027455955444004816 -0.0018496919607534981 0.027045017936549256 0.0077408774332699617 0.10115562211428059 0.010867278136480238
leaf_weight=120.1607926561137 0.81372322821698873 0.30233039986342092 2.6744691303465506 1.1261938591778733 43.768544134083641 7.3454737272113544 2.5860598268845938 0.50904429113143113 0.21566452377010392 6.9723384378885367 3.4984925803801161 0.47402099393366359 0.14085723165771924 0.3731345165942902 0.38624026019897328 3.8052079742337854 14.49314995264103 0.76690639124717641 27.400865845824232 1.4492558117781298 4.5985643229068955 0.34056808120294579 1.6772724969778177 0.270198561658617 1.3061968784895723 6.8893766520177451 0.21245659491978663 0.63784392304660287 1.2647683740360616 4.1268159593801128 8.6024169346637755 3.0953273481645729 8.2871878897422011 0.40697090150206339 1.069759611491462
leaf_count=21530 191 77 657 429 14092 2281 1253 186 42 2073 2069 177 29 85 198 1198 3284 173 13896 290 1365 67 379 88 340 2568 25 325 410 1658 3473 858 1899 72 417
internal_value=0 -0.0032596 0.00135691 -0.00732493 0.00500872 -0.0165667 -0.0207301 0.000901406 -0.00672395 -0.0155326 -0.00600063 0.00415527 -0.00453594 -0.00500255 0.0593249 -0.00461989 -0.014283 -0.00181227 -0.00504932 0.0122444 0.00791112 -0.00721051 0.000479368 -0.0150783 -0.0425461 -0.030216 -0.0175277 -0.0628771 0.00446237 0.0017289 0.0076512 0.00437916 0.00512023 0.00335363 0.0357498
internal_weight=0 158.792 68.076 20.1563 47.9197 11.5668 10.4406 3.0951 90.7163 18.0499 10.9449 7.44636 72.6664 72.1393 0.527097 71.7662 16.1572 55.609 45.2001 10.409 9.64206 5.04349 4.70292 3.25367 1.5764 7.10504 15.3435 0.850301 17.7992 16.5344 12.7292 123.256 8.58952 45.2453 1.47673
internal_count=78154 55766 21363 6125 15238 4149 3720 1439 34403 6929 4319 2250 27474 27247 227 27162 3825 23337 20635 2702 2529 1164 1097 807 428 2610 3634 350 6739 6329 5131 22388 1976 14581 489
shrinkage=0.1


Tree=94
num_leaves=36
num_cat=0
split_feature=2 9 8 1 9 1 9 12 0 9 2 11 9 2 11 12 9 9 10 2 9 11 12 1 11 2 8 1 0 0 12 1 0 2 2
split_gain=0.36544 0.256686 0.173408 0.170504 0.157608 0.185856 0.270625 0.235284 0.220328 0.216264 0.212468 0.197356 0.176376 0.351328 0.18694 0.166162 0.188328 0.174037 0.194902 0.275637 0.173397 0.226514 0.187711 0.221294 0.188287 0.166666 0.319045 0.226107 0.180651 0.245979 0.178043 0.165855 0.195687 0.151209 0.15111
threshold=0.00018425950111122805 0.24724278975213945 -0.059025173065788583 0.001224918232765049 0.86309839569704805 0.096004132181406035 0.85615503593196896 -0.0050164247187319847 0.047804594039916999 0.85628955194357415 0.0021556332940235738 0.027512811460334734 0.79957491489261223 0.13890452682971957 0.022273526097777534 -0.0053416057438490433 0.55022130176070794 -0.40009942034740015 -0.19272539790699578 0.62686648964881908 -0.1942085329469812 0.025116534340586371 -0.00064498977628850082 0.23676610738039019 -0.018185397150232763 0.16463249921798709 -0.014668927129770561 0.12917611002922061 0.68632578849792492 0.43202403187751776 0.005134066211513892 0.21434494107961657 0.1879861727356911 0.09936643019318582 0.95910054445266735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 12 9 10 -8 -7 -9 14 -14 -2 17 20 34 19 -19 21 31 23 24 -22 26 27 -18 29 30 -27 32 -17 -26 -10
right_child=4 2 -4 -5 -6 8 7 11 15 -11 -12 -13 13 -15 -16 16 25 18 -20 -21 22 -23 -24 -25 33 28 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.005692994546752342 0.00019146743473526367 0.0070523681784234087 0.078582113305142906 0.062641090519729367 0.016806394950863123 0.089856222633244109 -0.054627567108976018 -0.0040513520523661837 0.001172495322639192 0.017362299014503924 -0.034036791774894257 -0.047125360713209496 0.04461603914684556 -0.054466368486074106 0.0173403394987235 -0.0036010054436741998 -0.041900210097815797 -0.0069598537429080912 -0.024748230042194556 0.08680526830826521 -0.070945444456058757 0.049938994300205215 -0.017999963141466509 -0.014970879730611356 0.044910869265030601 0.0060783927292385369 -0.030461218664862649 0.037687905679233975 -0.011945322556347553 0.08297079631633919 0.066255539980682066 0.0076619314993233295 -0.04116041716580443 -0.00095984044198766164 0.075286157679522431
leaf_weight=50.98629318291205 122.59099699059971 1.9695074934861629 0.69438432088554591 0.76652354074758466 4.5335235272032142 0.14373959549993687 1.9783368300413742 16.951243864255961 1.6921284291020122 0.52884171868208785 3.7403859337573522 1.1349198876414437 2.1002156946342434 0.43136737201712083 6.7043372287698721 7.2110950628502923 0.43925042326736763 2.540826282871421 10.287022021668234 0.35764146934161534 0.20813111618917934 0.9221149632576261 14.1532582125401 3.5784009256003628 1.8789813687690178 2.0430510172845979 2.1650787524813477 1.9053553785633992 1.0566459116962503 0.82519340528233431 0.64746978384937381 10.628285789216532 1.7175486204068873 1.1636931149441805 0.32851210457738478
leaf_count=6295 33590 273 98 115 1164 59 404 3152 565 117 1716 231 388 140 1685 2308 90 851 4676 260 66 333 8338 2431 793 535 509 397 416 284 198 4175 518 797 187
internal_value=0 0.00747448 0.0339527 0.022626 -0.00165152 -0.00202836 -7.29092e-05 -0.010734 -0.00630862 -0.0394427 -0.0294519 -0.00675428 0.00159251 0.027733 0.00108069 -0.00494144 -0.00218407 -0.0141067 -0.0182947 0.00460981 -0.00504096 0.00150498 -0.0114298 0.00218648 0.0210729 0.0108583 -0.00278218 0.0227775 0.0243117 0.0352088 0.0205599 -0.000778702 -0.0108261 0.0273673 0.0132218
internal_weight=0 54.4167 3.43042 2.73603 226.588 222.054 152.42 20.5933 69.6338 2.50718 3.88413 18.0862 131.827 2.53158 129.295 65.7497 50.5436 15.2061 13.1855 2.89847 41.4615 20.479 20.9825 6.82921 3.25081 9.08204 4.50968 2.34461 4.57236 3.51571 2.69052 19.5569 8.92864 3.04267 2.02064
internal_count=78154 6781 486 388 71373 70209 39707 3904 30502 521 1775 3383 35803 528 35275 28727 22188 6539 5787 1111 19759 7334 12425 4087 1656 2429 996 487 1433 1017 733 7001 2826 1590 752
shrinkage=0.1


Tree=95
num_leaves=36
num_cat=0
split_feature=2 9 9 1 9 2 1 0 7 9 9 11 11 1 2 0 2 1 9 0 1 8 9 9 9 2 12 2 11 1 8 8 2 1 1
split_gain=0.331913 0.239197 0.290166 0.404006 0.20696 0.205192 0.192907 0.266955 0.250344 0.191183 0.187185 0.250079 0.234428 0.209388 0.263729 0.199666 0.242693 0.220057 0.219109 0.219587 0.238906 0.181519 0.178288 0.175725 0.201063 0.30031 0.266643 0.255554 0.231122 0.2222 0.175212 0.174929 0.180717 0.172809 0.165828
threshold=0.012672340963035824 -0.53355871336626615 -0.53383131810995843 0.010722076985985042 0.85628955194357415 0.023931209929287437 0.010265914723277094 0.026437546126544479 -0.18278451083531011 -0.23986508228446132 -0.52506896952493565 -0.001395320781073109 0.0094165703724711693 5.4488327805302113e-05 4.3101383653265665e-06 0.024932959116995338 5.812825838802383e-05 0.028621735051274303 0.12955274882158088 0.0017855061450973155 0.00047000469930935656 -0.22291609840492396 0.28223923798316503 0.85615503593196896 0.79957491489261223 0.04543662071228028 -0.0063429646081380889 0.051404533907771117 -0.018185397150232763 0.31401285529136663 -0.11385730713767206 0.042751818175501874 0.019608513452112678 0.87101066112518322 0.0027233759174123411
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 -4 6 -2 9 8 21 -3 12 15 13 -1 -15 16 22 -17 19 -18 -21 -8 -12 24 28 -26 29 -28 -9 -27 -14 32 -11 -30 -20
right_child=1 4 3 -5 -6 -7 7 23 -10 31 11 -13 30 14 -16 17 18 -19 34 20 -22 -23 -24 -25 25 26 27 -29 33 -31 -32 -33 -34 -35 -36
leaf_value=-0.026197756289295011 -0.078549444083190825 -0.035289258039213102 -0.018683687711089563 0.031665484430224981 0.010523893994931909 -0.002868574112354257 -0.084081892765207972 -0.026075280738950782 -0.028423486303344427 -0.023552740013300731 0.0075416265016778538 0.012477052947654492 -0.039610104234592824 0.037856010746099386 0.00038302419359179611 0.032882528899924088 0.0077164217353197784 0.0040278177721813774 -0.030727160739268455 -0.061444941216114768 -0.0067978896120140589 0.0098602357694065265 0.06173281237332634 -0.027448819610104348 0.058686997129846777 -0.054816825294568584 -0.07347538105500688 0.019467292774581479 -0.003766424956059224 0.015443656657792175 0.0010501922657800793 0.021433412781093505 0.0049208916376369373 -0.032698849028211817 0.0015076452591702705
leaf_weight=2.6552075287327197 0.37901174812577565 1.2343855923245453 2.0643638061592338 6.9898163101752289 8.5165395106487249 6.5403517556696897 0.22065061144530806 5.4118538643524507 10.060688602117805 2.696420158987169 14.605644073937579 36.736557823625844 2.7590916266199201 2.0340444194152978 24.498928813001839 3.9806816263931051 13.702052594404451 7.8653499088795797 5.0797065146180094 0.85415217696208756 12.620290710972766 3.0325137632680699 0.63343475780857339 3.4831664111115961 1.104920355923239 1.2279655782040206 0.31390752433799196 5.138998213740706 68.746781734827437 0.71057783194191859 1.7207550121238444 5.0328779291230594 12.858919634898482 2.1283281854684892 2.3269910887174774
leaf_count=186 85 384 315 1411 2210 2252 42 1805 3674 608 1856 7671 360 139 2797 1009 2335 2305 926 206 3367 984 90 931 199 275 44 1390 31906 282 201 1236 2676 1429 568
internal_value=0 -0.00315387 0.00840348 0.0201858 -0.0045533 -0.00701404 -0.00559383 -0.0074264 -0.020626 0.00293643 0.00374351 0.00594557 -0.00269267 0.000576398 0.00325574 0.00205468 -0.000719889 0.013724 -0.00535291 -0.0011975 -0.010262 0.00348847 0.00979416 -0.00543541 -0.00453103 0.0100611 0.00279223 0.0141169 -0.00615622 -0.0290627 -0.0239921 0.00522828 -1.4833e-05 -0.00463524 -0.0205998
internal_weight=0 147.893 15.9735 9.05418 131.919 6.91936 123.403 101.58 13.3139 21.8226 132.073 98.4049 33.668 29.1882 26.533 61.6683 49.8223 11.846 34.5832 27.1765 13.4744 3.25316 15.2391 88.2665 84.7833 8.49637 7.39145 5.45291 76.287 1.93854 4.47985 20.5882 15.5553 70.8751 7.4067
internal_count=78154 54138 4063 1726 50075 2337 47865 42961 4700 4904 24016 20333 3683 3122 2936 12662 9348 3314 7402 5908 3573 1026 1946 38261 37330 2190 1991 1434 35140 557 561 4520 3284 33335 1494
shrinkage=0.1


Tree=96
num_leaves=36
num_cat=0
split_feature=3 2 1 6 11 3 11 6 11 6 6 3 2 1 2 6 3 14 14 13 11 1 11 2 2 13 6 2 13 2 6 6 2 2 11
split_gain=0.3843 0.206717 0.173791 0.173956 0.221241 0.160075 0.20743 0.184159 0.179435 0.184494 0.204457 0.211157 0.218273 0.160649 0.226014 0.159218 0.248557 0.158846 0.229737 0.314238 0.155268 0.154469 0.149096 0.145358 0.149712 0.332203 0.193151 0.227238 0.162125 0.156999 0.159757 0.315241 0.166139 0.139028 0.274951
threshold=-0.033176794648170464 0.00063480983953922998 6.5961164636973999e-06 1.647468567365048 -0.0095963799641201487 -0.98349309572949994 0.012806352498210731 -1.3343288552522579 0.011701935614802346 0.80229549314837212 -0.042986221839639079 -0.62476610229350615 0.00031224759004544472 0.14035154879093173 0.011373485904186966 -0.43769278904880254 -0.023972071707248684 0.87804774298601129 0.58840253211220428 -0.00065456981556335071 -0.0066503138998180557 0.042955745011568076 0.010027704953863204 0.16463249921798709 0.052589042112231262 0.013299379830289797 0.45132395419313293 0.076002772897481932 0.0049713682801506252 1.17156937449181e-05 0.021954544647248306 0.41373704453504695 6.3965244407881991e-06 0.001145440503023565 0.019985580021323782
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 20 5 -5 6 7 -4 23 10 11 21 -13 14 33 -2 -17 18 22 -20 -1 -10 -9 24 29 26 28 -28 -26 30 -7 -32 -33 34 -12
right_child=1 -3 3 4 -6 8 -8 17 9 -11 13 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 31 32 -34 -35 -36
leaf_value=0.0030242302442047477 0.089174036708736193 -0.0051812347001992005 -0.047943121361332289 -0.06229401100849933 -0.0051459466367184091 0.034955197805454648 -0.027750248609223524 0.0133757920866409 -0.019501732581662736 0.036673093409844544 0.01423703201993666 0.091848252031554084 0.024030486153403696 0.048846228328663928 -0.026193808050538937 0.055757569181895263 -0.018528596137357144 0.069935107262242002 0.030363196008555041 -0.048587092276701237 0.037056467328530511 0.043158975683443616 0.064920932762929817 -0.038164237158837197 0.02245120667987403 0.10522401033435956 0.014128560479817724 -0.063085643813299119 -0.025563438057924867 -0.0018094079349706218 -0.055152508989788795 -0.0074239495932583253 0.053282831520444066 0.025844439946767411 -0.06527999748443368
leaf_weight=2.5931531021196861 0.33706563303712789 113.95951291431402 0.50838702596229879 0.90035841411736361 2.7359569405816719 2.402833134692627 1.4059824469914008 22.815616571756902 1.7401153448881816 2.3736268968423238 1.3886652993387545 0.54017119071795683 3.9085833944118349 0.54007037810515601 3.5315703370724805 0.80841529602184903 1.0170825858658632 0.47813120140199217 0.79961121530504931 1.3643165125249641 2.7754722524550735 0.50834396260324854 0.57531685213325445 0.99836710286035568 5.5691876448472595 0.37371426803292696 0.78802778889803426 0.73816770652774721 0.80487156071467314 94.89782480451322 0.75606546801282126 0.93785575947549638 0.86809630645439029 2.1550555305730086 0.63309261956601393
leaf_count=281 58 45346 107 211 674 211 187 3368 239 454 163 38 797 151 755 128 233 66 104 169 304 99 65 359 1598 80 224 234 210 20467 84 80 81 394 78
internal_value=0 -0.00460002 0.00292411 0.00232304 -0.0192959 0.00283218 0.00968126 0.0116641 0.00131849 0.0107744 0.00666125 0.0196415 0.032265 -0.00387788 -0.00757187 0.0260282 0.0143688 0.0128282 0.0117597 -0.0194135 0.0206182 -0.00533505 0.0146436 -0.000182131 0.000168538 0.0130952 0.00873714 -0.0232173 0.0163883 -0.000902482 0.0164324 -0.000939445 0.021757 0.00817331 -0.0106629
internal_weight=0 116.122 163.407 158.038 3.63632 154.402 27.9474 26.5414 126.454 17.3193 14.9457 6.69721 4.44875 8.24845 7.70838 2.16256 1.8255 26.033 25.5549 2.16393 5.36863 2.24846 23.3909 109.135 108.137 8.27397 7.90025 1.5262 6.37406 99.8627 4.96485 2.56202 1.80595 4.17681 2.02176
internal_count=78097 45765 32332 31747 885 30862 4066 3879 26796 3168 2714 1173 835 1541 1390 419 361 3772 3706 273 585 338 3433 23628 23269 2346 2266 458 1808 20923 456 245 161 635 241
shrinkage=0.1


Tree=97
num_leaves=36
num_cat=0
split_feature=2 9 8 9 10 10 13 10 15 2 1 9 8 0 1 0 10 0 2 1 13 13 0 15 1 0 13 13 8 2 2 10 0 13 13
split_gain=0.256309 0.256846 0.212416 0.181633 0.253578 0.479358 0.308183 0.274382 0.24769 0.224368 0.204598 0.271916 0.226239 0.245051 0.196527 0.180054 0.324509 0.201598 0.202539 0.190252 0.223735 0.171119 0.164321 0.168899 0.262634 0.338754 0.205776 0.166091 0.162119 0.159283 0.15787 0.153078 0.159613 0.213817 0.308809
threshold=0.0040596199687570342 -0.52040056262339207 -0.47992640228253186 -0.53355871336626615 -0.19654991179956058 -0.19703665321458777 -0.0047725060467558389 -0.063758888514185152 -0.66878276359026811 0.0065861407201737174 0.0076136020943522462 -0.53383131810995843 0.061177426862522553 0.24121190607547763 0.29168553650379186 0.029563379473984245 0.59934950849994195 0.00074079859768971812 4.9533649871591485e-05 0.00070563517510890972 -0.019478508656960814 -0.014143130690700194 0.022275201044976715 -0.60429575011133674 0.0020579621195793156 0.0032651111250743274 -0.0013618121089329794 -0.0024699081541106195 -0.0015807330008732353 0.090078230947256102 0.0031295637600123887 -0.16658528957008947 0.00030185001378413295 -0.00252687636123352 -4.0546828714019114e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 21 10 5 9 -7 -6 -9 -5 29 -12 13 -13 28 17 -17 30 19 -19 -21 -3 23 24 26 -26 -1 -24 -8 -2 31 32 33 -4 -35
right_child=3 2 15 4 7 6 14 8 -10 -11 11 12 -14 -15 -16 16 -18 18 -20 20 -22 -23 27 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=-0.073492160514542007 -0.0073972404651129744 -0.026995067938120627 0.010135754733647745 0.074979131407038602 -0.012422848745346205 0.059254701998094718 0.0020519016930143517 -0.030369421150025618 -0.0011014040046754844 -0.0081114375810904821 -0.0050905321528452816 0.011109845335045776 0.060977285888830057 0.077359183051650501 0.084516455242930028 0.01162159752268236 0.070532931600315818 -0.032150708499616619 -0.0062983079896722326 -0.049350265508735176 0.025001370836864895 0.035140257048065698 0.031079535497735608 0.0026232515093679138 0.06069298583423776 -0.02049252211742001 -0.018699371347022316 -0.032726555861102985 0.025391079039308168 -0.070563710534406035 0.05489675466012104 0.011712022121891218 0.02456320705793642 -0.069166396087873477 -0.0058670876050155689
leaf_weight=0.98496211390011046 3.1833893165458025 0.50072111307235889 2.4405591262548114 0.33061944782093888 42.929671430669259 1.5553949616733014 8.5069700703024846 3.0177324533615311 69.119037447688243 19.053633691655705 6.5684002269554229 8.4952995184576068 1.2412557477073285 0.59760817477945316 0.36595974199008274 9.4178308757800533 1.0381040369393293 0.81198607436635839 25.619702366258934 0.43716407830652304 5.45300823981961 3.8597546781238625 0.46901602973230216 20.10375217096589 0.81259352480992708 1.3984860236523671 2.2536670940462562 3.1341089088818981 4.577746063820082 0.45644511896534812 0.73060970593360153 24.04469452680496 1.4688381342130012 1.2090528709813955 2.1258135223615708
leaf_count=107 451 86 192 139 20191 303 1508 1186 23673 7045 2271 1491 328 118 138 2634 128 137 6227 60 760 638 84 1880 73 161 187 482 939 100 107 3780 184 107 202
internal_value=0 0.00359502 0.00655041 -0.00262917 -0.003841 0.0036935 0.017112 -0.00609286 -0.00232579 -0.00669424 0.00618754 0.0108187 0.0209306 0.0154639 0.0122387 0.00529966 0.0174705 0.00332181 -0.00224951 0.0132275 0.019483 0.0280051 -0.00442862 -0.00160963 -0.0172246 0.00934395 -0.0353635 -0.024421 0.0102172 -0.0153185 0.00894572 0.00787275 -0.00487032 -0.012356 -0.0288162
internal_weight=0 108.314 79.1578 169.999 149.457 34.3903 15.0061 115.066 72.1368 19.3843 20.5424 16.9026 10.3342 9.09291 13.4507 74.7974 10.4559 64.3414 32.3219 6.70216 5.89017 4.36048 29.1566 25.5535 5.44971 2.21108 3.23863 3.60312 13.0847 3.63983 32.0196 31.289 7.24426 5.77543 3.33487
internal_count=78097 18216 15242 59881 55122 10072 2888 45050 24859 7184 4759 4208 1937 1609 2585 14518 2762 11756 7184 957 820 724 2974 2408 528 234 294 566 2447 551 4572 4465 685 501 309
shrinkage=0.1


Tree=98
num_leaves=36
num_cat=0
split_feature=3 1 3 14 14 6 7 14 3 7 11 3 7 7 6 3 1 6 0 1 7 0 3 10 14 1 7 11 10 3 3 3 3 11 1
split_gain=0.329697 0.136659 0.149753 0.332867 0.334597 0.252937 0.201101 0.202719 0.161035 0.237478 0.200473 0.155739 0.147997 0.12765 0.199399 0.12748 0.125303 0.124931 0.124114 0.173947 0.166596 0.140091 0.152018 0.133524 0.219417 0.148237 0.13574 0.163754 0.13454 0.130037 0.120357 0.119868 0.116647 0.131924 0.115735
threshold=-0.090066483244299875 0.001224918232765049 -0.0048928055912256232 -0.19322129627505394 -0.12802031467568795 0.29277101305623493 -0.11918031173876735 -0.060341797233344666 -0.0128851942718029 0.065439595968828548 0.0013099105660862532 -0.042101472616195672 -0.2251238877602118 0.1443882495002389 0.36324990050096639 -0.029275230788698533 0.00026093523774761712 2.1283114462766535 0.078364238142967238 0.14035154879093173 0.26733285439748378 0.09493532776832582 -0.18430426705162969 0.024648217601916756 0.06685627806349323 0.17696271091699603 0.10109200646595067 -0.016254459520625424 0.21462037963949443 -0.66202753974357609 0.99684846306433894 -0.30344337341375643 -0.085928940214216695 0.0040296529686352318 6.5961164636973999e-06
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 12 -5 6 -4 -8 9 10 11 -6 -2 -11 16 -13 -15 30 19 34 21 22 -20 25 28 -23 27 -27 -25 -21 32 -31 33 -3 -1
right_child=1 17 5 4 8 -7 7 -9 -10 13 -12 15 -14 14 -16 -17 -18 -19 20 29 -22 23 -24 24 -26 26 -28 -29 -30 31 -32 -33 -34 -35 -36
leaf_value=0.017532811254143528 0.075738738184625592 -0.059785414848501632 -0.027773466268952107 -0.075054739647931162 -0.073359594897757688 -0.039798797030290732 0.01009020990943334 0.066203056742113825 -0.052639933385167606 0.076341136949291857 0.023287201032178632 0.039032684992425654 0.016408944149411145 0.029335878569099385 0.065204367566385465 -0.049562441650410544 -0.043501731792328545 0.061435305341788739 0.047443223840167366 0.015511586343303336 -0.034951907765887712 -0.005718283315440548 -0.019738763704855496 0.11494942464703926 -0.025725341533827731 -0.045334810724330162 -0.032334901194923431 0.033893390001851341 0.036258543389406178 -0.12508033561587514 -0.032017880198307543 -0.030842008821345364 -0.0041297362671497782 0.018946825123893018 0.0019331147943436435
leaf_weight=4.9527820671573854 0.53360328117560163 0.75469728402094804 0.44989485541009422 0.79280733142513771 0.75208791199111158 0.54194793850183476 1.0523725530656527 1.6584371396675099 0.60850995540386055 0.42719755461439479 0.69567760196514417 0.31580056715756655 1.9825661375361958 0.41231913439696632 0.50422869078465737 0.33438512112479712 0.55288812622893602 0.28577504130953357 2.0586214013783324 0.25073360016540391 0.7035661934642129 5.0650159506403707 0.40269864319998028 0.347518432419746 0.36559774023044156 0.2850008323730443 0.43234025791753072 3.0817997640260728 0.57971332008492027 0.23679959699802566 1.5992095126039192 0.31388308239547669 124.42352344459869 0.29640866693807766 119.63821959198685
leaf_count=545 90 192 97 131 149 128 172 271 115 73 121 66 275 74 74 74 83 176 536 103 190 1415 118 104 86 77 138 848 164 48 1187 103 47982 81 22011
internal_value=0 -0.00366192 0.00672203 -0.0010457 -0.0150522 0.0233206 0.0341434 0.0444193 -0.00471769 0.00258248 -0.0206005 -0.0423735 0.028991 0.0282262 0.0142382 -0.00653105 -0.0123868 -0.00460889 0.00322951 0.00225452 0.0124066 0.0150472 0.0364515 0.00986029 0.0398827 0.00548155 0.0204132 0.0271867 0.0657512 -0.0441849 -0.00475742 -0.0713656 -0.00440998 -0.0375832 0.00255324
internal_weight=0 138.974 11.6147 7.91207 5.3959 3.70265 3.1607 2.71081 4.60309 3.99458 2.09795 1.40227 2.51617 1.89663 1.46944 0.650186 0.965207 127.36 138.714 125.392 13.3219 12.6183 2.46132 10.157 1.29283 8.86416 3.79914 3.3668 0.927232 0.801416 127.074 0.550683 125.475 1.05111 124.591
internal_count=78097 51611 1993 1325 960 668 540 443 829 714 410 289 365 304 231 140 157 49618 26486 22810 3676 3486 654 2832 354 2478 1063 925 268 254 49442 151 48255 273 22556
shrinkage=0.1


Tree=99
num_leaves=36
num_cat=0
split_feature=0 8 15 5 15 7 14 14 14 15 14 0 14 15 4 4 15 14 15 8 4 8 15 11 7 11 4 5 14 14 4 5 8 5 15
split_gain=0.248115 0.183831 0.330405 0.204029 0.190042 0.215188 0.183824 0.433676 0.220981 0.21229 0.220597 0.302823 0.18684 0.170963 0.163032 0.159807 0.157141 0.189315 0.197574 0.183214 0.179674 0.162045 0.157123 0.179966 0.155631 0.139936 0.235599 0.137985 0.206189 0.131302 0.211291 0.23113 0.269418 0.270021 0.256411
threshold=0.00026038011128548538 -0.36942433423744192 0.43238752974443351 0.3218276350564625 -0.41432215796691246 -0.15299372346527226 0.097190583042697065 0.059788616348390035 0.82166069276963039 0.34633360672323382 0.36949456750983894 4.7195077058859176e-05 0.037246262126860739 -0.21324749210307711 -0.1106012463569641 0.081831900402903571 -0.21324749210307711 -0.056634637775322551 -0.10653301403644065 -0.23314270181462463 0.0017028204165399077 -0.35550720209764158 -0.44905802962462255 -0.001395320781073109 0.19110544059472087 -0.012234983436021188 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0447941637998901 -0.17080488253114764 -0.083763480186462388 -0.00053885969652236315 -0.14237561044256711 0.099574326691079074 -0.08788599138357904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 12 9 -8 11 -11 14 -6 -1 16 22 18 -18 20 -19 -20 23 -16 -12 -24 -27 28 -23 30 -3 -32 34 -34 -33
right_child=1 29 -4 -5 13 -7 8 -9 -10 10 24 -13 -14 -15 15 -17 17 19 21 -21 -22 27 25 -25 -26 26 -28 -29 -30 -31 31 32 33 -35 -36
leaf_value=-0.041431627420607929 -0.047786578800185955 -0.031102754197937305 -0.027561701772905345 -0.057804702776217201 0.063285807459747143 0.025147827684693994 0.027390221808172799 -0.083704481126569724 -0.0097348880552266467 -0.083933398567620512 0.041630801293163322 0.009679152050415786 0.049128375124073274 0.020905606749275319 -0.01734091139742891 -0.032648449897959737 0.065359280174362433 -0.077668618199584635 0.051857187551478716 0.0091837893643501711 0.0029270875829907669 0.043058078922208677 0.012332506840846877 0.041967803683777484 -0.024182337048106579 -0.091417076392989613 -0.0069857490868186116 0.030955610978599713 -0.0080859952453675825 -0.0036340335880393122 0.0065500930184377295 -0.016117917820416026 -0.015784809899543544 0.015988199597598576 0.051477837919634166
leaf_weight=0.84809810246953077 0.80023359111510217 1.9196767465655273 1.9113963556956139 0.34527722315397191 1.098880057106723 0.81808936054585213 10.488798496593519 0.58746067660103918 2.9189557499048524 0.62029237393289738 1.1910066970740443 0.78019432805012912 0.8581053974776286 7.1149948866441273 1.2384130905847999 1.1445236813306099 0.8195977953728385 0.63160179612168599 0.99814647366293652 1.7829063666722333 0.49213220539968461 0.9525552396662621 0.49631951199262392 0.87178830336779389 0.51453992235474277 0.67273828014731396 0.64964863292699426 2.0797507509705415 4.5705107017565751 159.9989277416862 45.472465497288795 0.91011129218895837 15.276930851403451 3.2424311596678299 1.4636693630454853
leaf_count=131 142 484 308 62 191 115 1241 84 391 70 148 112 118 1441 121 195 81 81 97 248 63 54 51 109 64 103 69 251 467 53626 11810 202 4100 965 302
internal_value=0 -0.00143088 0.0105866 0.0177511 0.0204043 -0.010917 0.00744869 0.000924125 0.0152299 0.0205901 -0.0023734 -0.031783 0.00352613 0.0265754 0.00138178 0.00346849 0.00601133 0.0115619 0.0184456 -0.0107482 -0.0423722 0.0139751 -0.011404 0.00716132 0.0217759 -0.032945 -0.0499385 0.00900167 0.00073475 -0.00206727 0.0016038 0.00254987 -0.00615634 -0.0102219 0.0255615
internal_weight=0 240.373 12.0889 10.1775 9.8322 1.61832 36.2081 19.6943 16.5138 13.5948 3.10603 1.40049 19.1068 8.21387 18.2487 17.4006 16.2561 12.3272 9.42056 2.90664 1.12373 8.60096 3.92891 2.1102 1.70555 1.81871 1.32239 7.60282 5.52307 228.284 68.2853 66.3656 20.8931 18.5194 2.37378
internal_count=78097 73748 2259 1951 1889 257 4349 2323 2026 1635 394 182 2239 1632 2121 1990 1795 1342 950 392 144 869 453 230 212 223 172 772 521 71489 17863 17379 5569 5065 504
shrinkage=0.1


end of trees

feature_importances:
protbert_interface_features_protein_wt_2_pc=350
protbert_core_score_change=346
proteinsolver_core2interface_score_wt=267
protbert_interface_features_protein_wt_3_pc=249
protbert_core_score_mut=239
protbert_core_features_residue_wt_4_pc=227
protbert_core_features_protein_wt_7_pc=222
proteinsolver_interface_score_mut=220
protbert_core2interface_features_residue_wt_7_pc=211
proteinsolver_core_score_mut=201
protbert_core_features_residue_change_1_pc=199
protbert_interface_features_protein_change_7_pc=164
protbert_interface_features_protein_change_6_pc=158
protbert_core2interface_features_residue_wt_9_pc=158
protbert_core_features_residue_change_0_pc=153
protbert_interface_features_protein_change_1_pc=136

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 36]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 64]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.937444]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 4]
[bagging_seed: 3]
[feature_fraction: 0.471773]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 3.37002e-08]
[lambda_l2: 1.4147e-07]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 20]
[lambdarank_norm: 1]
[label_gain: 1,1.5849625007211561,2,2.3219280948873622,2.5849625007211561,2.8073549220576042,3,3.1699250014423122,3.3219280948873622,3.4594316186372973,3.5849625007211561,3.7004397181410922,3.8073549220576042,3.9068905956085187,4,4.0874628412503391,4.1699250014423122,4.2479275134435852,4.3219280948873626,4.3923174227787607,4.4594316186372973,4.5235619560570131,4.5849625007211561,4.6438561897747244,4.7004397181410917,4.7548875021634682,4.8073549220576037,4.8579809951275719,4.9068905956085187,4.9541963103868749,5,5.0443941193584534,5.0874628412503391,5.1292830169449664,5.1699250014423122,5.2094533656289501,5.2479275134435852,5.2854022188622487,5.3219280948873626,5.3575520046180838,5.3923174227787607,5.4262647547020979,5.4594316186372973,5.4918530963296748,5.5235619560570131,5.5545888516776376,5.5849625007211561,5.6147098441152083,5.6438561897747244,5.6724253419714952,5.7004397181410917,5.7279204545631988,5.7548875021634682,5.7813597135246599,5.8073549220576037,5.8328900141647413,5.8579809951275719,5.8826430493618416,5.9068905956085187,5.9307373375628867,5.9541963103868749,5.9772799234999168,6,6.0223678130284544,6.0443941193584534,6.0660891904577721,6.0874628412503391,6.1085244567781691,6.1292830169449664,6.1497471195046822,6.1699250014423122,6.1898245588800176,6.2094533656289501,6.2288186904958804,6.2479275134435852,6.266786540694901,6.2854022188622487,6.3037807481771031,6.3219280948873626,6.3398500028846243,6.3575520046180838,6.3750394313469245,6.3923174227787607,6.4093909361377017,6.4262647547020979,6.4429434958487279,6.4594316186372973,6.4757334309663976,6.4918530963296748,6.5077946401986964,6.5235619560570131,6.539158811108031,6.5545888516776376,6.5698556083309478,6.5849625007211561,6.5999128421871278,6.6147098441152083,6.6293566200796095,6.6438561897747244,6.6582114827517946,6.6724253419714952,6.6865005271832185,6.7004397181410917,6.7142455176661224,6.7279204545631988,6.7414669864011465,6.7548875021634682,6.768184324776926,6.7813597135246599,6.7944158663501062,6.8073549220576037,6.8201789624151878,6.8328900141647413,6.8454900509443748,6.8579809951275719,6.8703647195834048,6.8826430493618416,6.8948177633079437,6.9068905956085187,6.9188632372745946,6.9307373375628867,6.9425145053392399,6.9541963103868749,6.965784284662087,6.9772799234999168,6.9886846867721655,7,7.011227255423254,7.0223678130284544,7.0334230015374501,7.0443941193584534,7.0552824355011898,7.0660891904577721,7.0768155970508309,7.0874628412503391,7.0980320829605263,7.1085244567781691,7.1189410727235076,7.1292830169449664,7.1395513523987937,7.1497471195046822,7.1598713367783891,7.1699250014423122,7.1799090900149345,7.1898245588800176,7.1996723448363644,7.2094533656289501,7.2191685204621612,7.2288186904958804,7.2384047393250786,7.2479275134435852,7.2573878426926521,7.266786540694901,7.2761244052742375,7.2854022188622487,7.294620748891627,7.3037807481771031,7.3128829552843557,7.3219280948873626,7.3309168781146168,7.3398500028846243,7.3487281542310772,7.3575520046180838,7.366322214245816,7.3750394313469245,7.3837042924740519,7.3923174227787607,7.4008794362821844,7.4093909361377017,7.4178525148858983,7.4262647547020979,7.4346282276367246,7.4429434958487279,7.451211111832329,7.4594316186372973,7.4676055500829976,7.4757334309663976,7.4838157772642564,7.4918530963296748,7.4998458870832057,7.5077946401986964,7.5156998382840428,7.5235619560570131,7.5313814605163119,7.539158811108031,7.5468944598876364,7.5545888516776376,7.5622424242210728,7.5698556083309478,7.5774288280357487,7.5849625007211561,7.5924570372680806,7.5999128421871278,7.6073303137496104,7.6147098441152083,7.6220518194563764,7.6293566200796095,7.6366246205436488,7.6438561897747244,7.6510516911789281,7.6582114827517946,7.6653359171851765,7.6724253419714952,7.6794800995054464,7.6865005271832185,7.6934869574993252,7.7004397181410917,7.7073591320808825,7.7142455176661224,7.7210991887071856,7.7279204545631988,7.7347096202258383,7.7414669864011465,7.7481928495894605,7.7548875021634682,7.7615512324444795,7.768184324776926,7.7747870596011737,7.7813597135246599,7.7879025593914317,7.7944158663501062,7.8008998999203047,7.8073549220576037,7.8137811912170374,7.8201789624151878,7.826548487290915,7.8328900141647413,7.8392037880969436,7.8454900509443748,7.8517490414160571,7.8579809951275719,7.8641861446542798,7.8703647195834048,7.8765169465649993,7.8826430493618416,7.8887432488982592,7.8948177633079437,7.9008668079807487,7.9068905956085187,7.9128893362299619,7.9188632372745946,7.9248125036057813,7.9307373375628867,7.936637939002571,7.9425145053392399,7.9483672315846778,7.9541963103868749,7.9600019320680806,7.965784284662087,7.971543553950772,7.9772799234999168,7.9829935746943104,7.9886846867721655,7.9943534368588578,8,8.0056245491938789,8.011227255423254,8.0168082876865547,8.0223678130284544,8.0279059965698849,8.0334230015374501,8.0389189892923021,8.0443941193584543,8.0498485494505623,8.0552824355011889,8.0606959316875546,8.0660891904577721,8.0714623625566233,8.0768155970508317,8.0821490413538708,8.0874628412503391,8.0927571409198524,8.0980320829605272,8.1032878084120217,8.1085244567781682,8.1137421660491889,8.1189410727235067,8.1241213118291871,8.1292830169449672,8.1344263202209266,8.1395513523987937,8.1446582428318823,8.1497471195046813,8.1548181090521048,8.1598713367783891,8.1649069266756875,8.1699250014423122,8.1749256825006782,8.1799090900149345,8.184875342908283,8.1898245588800176,8.1947568544222484,8.1996723448363635,8.2045711442492042,8.2094533656289492,8.2143191208007664,8.2191685204621621,8.2240016741981048,8.2288186904958813,8.2336196767597016,8.2384047393250786,8.2431739834729516,8.2479275134435852,8.2526654324502484,8.2573878426926512,8.2620948453701786,8.2667865406949019,8.2714630279043746,8.2761244052742384,8.2807707701306033,8.2854022188622487,8.2900188469326181,8.2946207488916279,8.2992080183872794,8.3037807481771022,8.3083390301394076,8.3128829552843548,8.3174126137648692,8.3219280948873617,8.3264294871223026,8.3309168781146177,8.3353903546939243,8.3398500028846243,8.3442959079158161,8.3487281542310772,8.353146825498083,8.3575520046180838,8.3619437737352413,8.366322214245816,8.3706874068072175,8.3750394313469254,8.3793783670712614,8.3837042924740519,8.3880172853451356,8.3923174227787598,8.3966047811818587,8.4008794362821835,8.4051414631363439,8.4093909361377026,8.4136279290241731,8.4178525148858974,8.422064766172813,8.4262647547020979,8.4304525516655318,8.4346282276367255,8.4387918525782606,8.4429434958487288,8.4470832262096529,8.451211111832329,8.4553272203045609,8.4594316186372964,8.4635243732711807,8.4676055500829968,8.4716752143920449,8.4757334309663985,8.4797802640290989,8.4838157772642564,8.4878400338230513,8.4918530963296739,8.4958550268871704,8.4998458870832057,8.5038257379957507,8.5077946401986964,8.5117526537673793,8.5156998382840428,8.5196362528432132,8.5235619560570122,8.5274770060603959,8.5313814605163127,8.5352753766208025,8.539158811108031,8.5430318202552371,8.5468944598876373,8.5507467853832431,8.5545888516776376,8.5584207132686636,8.562242424221072,8.5660540381710923,8.5698556083309469,8.5736471874933216,8.5774288280357478,8.581200581924957,8.5849625007211561,8.5887146355822637,8.5924570372680797,8.5961897561444101,8.5999128421871269,8.6036263449861927,8.6073303137496104,8.611024797307353,8.6147098441152075,8.6183855022586062,8.6220518194563756,8.6257088430644657,8.6293566200796104,8.6329951971429573,8.6366246205436497,8.640244936222345,8.6438561897747253,8.6474584264549197,8.6510516911789281,8.6546360285279675,8.6582114827517955,8.6617780977719878,8.6653359171851765,8.6688849842662474,8.6724253419714952,8.6759570329417492,8.6794800995054455,8.6829945836816833,8.6865005271832185,8.6899979714194462,8.6934869574993243,8.6969675262342871,8.7004397181410926,8.7039035734446628,8.7073591320808834,8.7108064336993518,8.7142455176661233,8.7176764230663952,8.7210991887071856,8.7245138531199498,8.7279204545631988,8.7313190310250643,8.7347096202258374,8.7380922596204904,8.7414669864011465,8.7448338374995451,8.7481928495894596,8.7515440590890989,8.7548875021634682,8.7582232147267245,8.7615512324444786,8.7648715907360906,8.7681843247769269,8.7714894695005992,8.7747870596011737,8.7780771295353581,8.7813597135246599,8.7846348455575214,8.7879025593914317,8.7911628885550179,8.7944158663501053,8.7976615258537603,8.8008998999203047,8.8041310211833181,8.8073549220576037,8.8105716347411462,8.8137811912170374,8.8169836232553802,8.8201789624151878,8.8233672400462346,8.8265484872909141,8.8297227350860581,8.8328900141647413,8.8360503550580702,8.8392037880969436,8.8423503434138073,8.8454900509443757,8.8486229404293386,8.851749041416058,8.8548683832602357,8.8579809951275728,8.8610869059953945,8.8641861446542798,8.8672787397096613,8.8703647195834048,8.8734441125153758,8.8765169465649993,8.879583249612784,8.8826430493618407,8.8856963733393943,8.8887432488982583,8.8917837032183105,8.8948177633079428,8.8978454560055109,8.9008668079807478,8.9038818457361799,8.9068905956085178,8.9098930837700419,8.912889336229961,8.9158793788357737,8.9188632372745946,8.9218409370744904,8.9248125036057804,8.9277779620823416,8.9307373375628867,8.9336906549522332,8.936637939002571,8.9395792143146924,8.9425145053392399,8.9454438363779119,8.9483672315846778,8.9512847149669721,8.9541963103868749,8.9571020415622868,8.9600019320680815,8.9628960053372602,8.965784284662087,8.968666793195208,8.971543553950772,8.9744145898055265,8.9772799234999159,8.9801395776391573,8.9829935746943104,8.9858419370033413,8.9886846867721655,8.9915218460756954,8.9943534368588587,8.9971794809376213,9,9.0028150156070534,9.0056245491938789,9.0084286220705803,9.011227255423254,9.014020470314934,9.0168082876865547,9.0195907283578816,9.0223678130284544,9.0251395622785076,9.0279059965698849,9.030667136246942,9.0334230015374501,9.0361736125534851,9.0389189892923021,9.041659151637214,9.0443941193584543,9.0471239121140261,9.0498485494505623,9.0525680508041528,9.0552824355011889,9.0579917227591764,9.0606959316875546,9.06339508128851,9.0660891904577721,9.0687782779854125,9.0714623625566233,9.0741414627525057,9.0768155970508317,9.0794847838268158,9.0821490413538708,9.0848083878043617,9.0874628412503391,9.0901124196642886,9.0927571409198524,9.0953970227925574,9.0980320829605272,9.1006623390051988,9.1032878084120217,9.105908508571158,9.1085244567781682,9.1111356702347077,9.1137421660491889,9.1163439612374688,9.1189410727235067,9.1215335173400316,9.1241213118291871,9.1267044728431905,9.1292830169449672,9.1318569606087934,9.1344263202209266,9.1369911120802296,9.1395513523987937,9.1421070573025496,9.1446582428318823,9.147204924942228,9.1497471195046813,9.1522848423065817,9.1548181090521048,9.1573469353628436,9.1598713367783891,9.1623913287569057,9.1649069266756875,9.1674181458317374,9.1699250014423122,9.1724275086454821,9.1749256825006782,9.1774195379892358,9.1799090900149345,9.1823943534045291,9.184875342908283,9.187352073200497,9.1898245588800176,9.1922928144707665,9.1947568544222484,9.1972166931100521,9.1996723448363635,9.2021238238304601,9.2045711442492042,9.2070143201775316,9.2094533656289492,9.2118882945460037,9.2143191208007664,9.2167458581953063,9.2191685204621621,9.2215871212648057,9.2240016741981048,9.2264121927887857,9.2288186904958813,9.2312211807111861,9.2336196767597016,9.2360141919000842,9.2384047393250786,9.2407913321619564,9.2431739834729516,9.2455527062556815,9.2479275134435852,9.2502984179063326,9.2526654324502484,9.2550285698187302,9.2573878426926512,9.2597432636907815,9.2620948453701786,9.2644426002266016,9.2667865406949019,9.2691266791494176,9.2714630279043746,9.2737955992142638,9.2761244052742384,9.2784494582204822,9.2807707701306033,9.2830883530240023,9.2854022188622487,9.2877123795494487,9.2900188469326181,9.2923216328020395,9.2946207488916279,9.2969162068792883,9.2992080183872794,9.3014961949825494,9.3037807481771022,9.3060616894283417,9.3083390301394076,9.310612781659529,9.3128829552843548,9.3151495622563001,9.3174126137648692,9.3196721209469953,9.3219280948873617,9.3241805466187415,9.3264294871223026,9.3286749273279472,9.3309168781146177,9.3331553503106157,9.3353903546939243,9.3376219019925077,9.3398500028846243,9.3420746679991389,9.3442959079158161,9.3465137331656347,9.3487281542310772,9.3509391815464316,9.353146825498083,9.3553510964248119,9.3575520046180838,9.3597495603223297,9.3619437737352413,9.3641346550080513,9.366322214245816,9.3685064615076925,9.3706874068072175,9.3728650601125878,9.3750394313469254,9.3772105303885525,9.3793783670712614,9.3815429511845849,9.3837042924740519,9.3858624006414608,9.3880172853451356,9.3901689562001831,9.3923174227787598,9.3944626946103167,9.3966047811818587,9.3987436919381935,9.4008794362821835,9.4030120235749965,9.4051414631363439,9.4072677642447324,9.4093909361377026,9.411510988012072,9.4136279290241731,9.4157417682900899,9.4178525148858974,9.419960177847889,9.422064766172813,9.4241662888180997,9.4262647547020979,9.4283601727042914,9.4304525516655318,9.4325419003882587,9.4346282276367255,9.4367115421372141,9.4387918525782606,9.4408691676108702,9.4429434958487288,9.4450148458684229,9.4470832262096529,9.4491486453754359,9.451211111832329,9.4532706340106234,9.4553272203045609,9.4573808790725344,9.4594316186372964,9.4614794472861554,9.4635243732711807,9.4655664048093993,9.4676055500829968,9.4696418172395163,9.4716752143920449,9.4737057496194161,9.4757334309663985,9.4777582664438889,9.4797802640290989,9.4817994316657526,9.4838157772642564,9.4858293087019039,9.4878400338230513,9.4898479604392971,9.4918530963296739,9.4938554492408223,9.4958550268871704,9.4978518369511171,9.4998458870832057,9.5018371849022962,9.5038257379957507,9.5058115539195942,9.5077946401986964,9.5097750043269365,9.5117526537673793,9.513727595952437,9.5156998382840428,9.517669388133811,9.5196362528432132,9.521600439723727,9.5235619560570122,9.5255208090950703,9.5274770060603959,9.5294305541461508,9.5313814605163127,9.5333297323058339,9.5352753766208025,9.5372184005385954,9.539158811108031,9.5410966153495238,9.5430318202552371,9.5449644327892376,9.5468944598876373,9.5488219084587502,9.5507467853832431,9.5526690975142721,9.5545888516776376,9.556506054671928,9.5584207132686636,9.5603328342124421,9.562242424221072,9.5641494899857324,9.5660540381710923,9.5679560754154664,9.5698556083309469,9.5717526435035456,9.5736471874933216,9.5755392468345306,9.5774288280357478,9.5793159375800148,9.581200581924957,9.5830827675029333,9.5849625007211561,9.5868397879618268,9.5887146355822637,9.590587049915035,9.5924570372680797,9.5943246039248482,9.5961897561444101,9.5980525001616002,9.5999128421871269,9.6017707884077108,9.6036263449861927,9.605479518061669,9.6073303137496104,9.6091787381419795,9.611024797307353,9.612868497291041,9.6147098441152075,9.6165488437789897,9.6183855022586062,9.6202198255074869,9.6220518194563756,9.6238814900134582,9.6257088430644657,9.6275338844727916,9.6293566200796104,9.6311770557039793,9.6329951971429573,9.6348110501717183,9.6366246205436497,9.6384359139904721,9.640244936222345,9.6420516929279767,9.6438561897747253,9.6456584324087107,9.6474584264549197,9.649256177517314,9.6510516911789281,9.6528449730019794,9.6546360285279675,9.6564248632777812,9.6582114827517955,9.6599958924299774,9.6617780977719878,9.6635581042172731,9.6653359171851765,9.6671115420750269,9.6688849842662474,9.6706562491184407,9.6724253419714952,9.6741922681456831,9.6759570329417492,9.6777196416410085,9.6794800995054455,9.6812384117778052,9.6829945836816833,9.684748620421626,9.6865005271832185,9.6882503091331778,9.6899979714194462,9.6917435191712755,9.6934869574993243,9.6952282914957504,9.6969675262342871,9.6987046667703449,9.7004397181410926,9.7021726853655483,9.7039035734446628,9.7056323873614154,9.7073591320808834,9.7090838125503431,9.7108064336993518,9.7125270004398239,9.7142455176661233,9.7159619902551437,9.7176764230663952,9.7193888209420827,9.7210991887071856,9.722807531169547,9.7245138531199498,9.7262181593321984,9.7279204545631988,9.7296207435530384,9.7313190310250643,9.7330153216859632,9.7347096202258374,9.7364019313182908,9.7380922596204904,9.7397806097732609,9.7414669864011465,9.7431513941125001,9.7448338374995451,9.7465143211384628,9.7481928495894596,9.7498694273968436,9.7515440590890989,9.7532167491789554,9.7548875021634682,9.7565563225240872,9.7582232147267245,9.7598881832218343,9.7615512324444786,9.7632123668144004,9.7648715907360906,9.7665289085988647,9.7681843247769269,9.7698378436294409,9.7714894695005992,9.7731392067196907,9.7747870596011737,9.7764330324447322,9.7780771295353581,9.7797193551434045,9.7813597135246599,9.7829982089204144,9.7846348455575214,9.7862696276484655,9.7879025593914317,9.7895336449703603,9.7911628885550179,9.7927902943010636,9.7944158663501053,9.7960396088297692,9.7976615258537603,9.7992816215219225,9.8008998999203047,9.8025163651212228,9.8041310211833181,9.8057438721516181,9.8073549220576037,9.8089641749192609,9.8105716347411462,9.8121773055144477,9.8137811912170374,9.8153832958135379,9.8169836232553802,9.8185821774808577,9.8201789624151878,9.8217739819705674,9.8233672400462346,9.8249587405285226,9.8265484872909141,9.8281364841941077,9.8297227350860581,9.8313072438020512,9.8328900141647413,9.8344710499842218,9.8360503550580702,9.8376279331714045,9.8392037880969436,9.8407779235950539,9.8423503434138073,9.8439210512890352,9.8454900509443757,9.8470573460913364,9.8486229404293386,9.850186837645774,9.851749041416058,9.8533095554036745,9.8548683832602357,9.8564255286255307,9.8579809951275728,9.8595347863826532,9.8610869059953945,9.8626373575587944,9.8641861446542798,9.8657332708517593,9.8672787397096613,9.868822554774999,9.8703647195834048,9.8719052376591865,9.8734441125153758,9.8749813476537742,9.8765169465649993,9.8780509127285363,9.879583249612784,9.881113960675096,9.8826430493618407,9.8841705191084355,9.8856963733393943,9.8872206154683848,9.8887432488982583,9.8902642770211102,9.8917837032183105,9.8933015308605636,9.8948177633079428,9.8963324039099412,9.8978454560055109,9.8993569229231113,9.9008668079807478,9.9023751144860253,9.9038818457361799,9.905387005018131,9.9068905956085178,9.9083926207737498,9.9098930837700419,9.9113919878434587,9.912889336229961,9.9143851321554433,9.9158793788357737,9.9173720794768414,9.9188632372745946,9.9203528554150804,9.9218409370744904,9.9233274854191915,9.9248125036057804,9.9262959947811122,9.9277779620823416,9.9292584086369722,9.9307373375628867,9.9322147519683845,9.9336906549522332,9.935165049603695,9.936637939002571,9.938109326219239,9.9395792143146924,9.9410476063405806,9.9425145053392399,9.9439799143437391,9.9454438363779119,9.9469062744563974,9.9483672315846778,9.9498267107591101,9.9512847149669721,9.9527412471864878,9.9541963103868749,9.9556499075283735,9.9571020415622868,9.9585527154310114,9.9600019320680815,9.9614496943981958,9.9628960053372602,9.9643408677924175,9.965784284662087,9.9672262588359928,9.968666793195208]
[eval_at: 1000000]
[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]

end of parameters

pandas_categorical:[]
