tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=16
objective=lambdarank
feature_names=proteinsolver_core_score_mut protbert_core_score_wt protbert_core_score_mut proteinsolver_core_score_change protbert_core_features_protein_wt_0_pc protbert_core_features_protein_wt_5_pc protbert_core_features_protein_wt_8_pc protbert_core_features_protein_change_2_pc protbert_core_features_protein_change_4_pc protbert_core_features_protein_change_5_pc protbert_core_features_protein_change_6_pc protbert_core_features_protein_change_8_pc protbert_core_features_residue_wt_0_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_core_features_residue_change_5_pc protbert_core_features_residue_change_9_pc
feature_infos=[1.3112051533425984e-07:0.99985575675964355] [2.9362364983853695e-08:0.99989438056945801] [2.9362364983853695e-08:0.99984252452850342] [-0.99957258060294407:0.99985537157644444] [-1.7959686182029986:2.7829202172772858] [-0.76081299427953963:1.2226258716271718] [-0.65690856137921949:0.95920298633482504] [-0.5883805821654241:0.73405086225788241] [-1.0834499198064409:1.0658877906432389] [-0.48458780777591148:0.48458780777591148] [-0.71743985843780256:0.67628149669352278] [-0.42830531578572661:0.36214238716888958] [-2.5383232607976174:4.9227563274914239] [-2.5468998198706876:2.2905223285512828] [-3.2349753221192521:3.2610695962876393] [-1.323835099117453:1.1466711413726183] [-1.2501928907171962:1.3305777683273834]
tree_sizes=5849 5837 5818 5853 5868 5860 5874 5860 5857 5911 5884 5907 5876 5886 5893 5889 5914 5939 5933 5885 5879 5906 5943 5917 5926 5929 5901 5909 5925 5922 5925 5944 5920 5950 5931 5908 5929 5920 5948 5946 5945 5945 5932 5955 5926 5933 5938 5929 5942 5946 5956 5968 5956 5939 5950 5944 5983 5936 5956 5945 5922 5916 5933 5947 5958 5985 5943 5939 5971 5936 5961 5944 5926 5965 5986 5946 5959 5988 5892 5926 5943 5935 5961 5946 5956 5958 5938 5960 5940 5920 5992 5931 5892 5960 5917 5992 5886 5896 5956 5932

Tree=0
num_leaves=53
num_cat=0
split_feature=1 3 1 3 1 1 3 3 3 3 13 5 7 3 14 13 1 7 13 16 3 1 13 1 8 3 1 5 5 3 5 16 3 3 14 14 9 1 1 3 9 3 13 5 6 6 3 16 3 3 1 7
split_gain=1245.03 216.297 142.574 86.4949 64.7752 39.072 19.9644 19.4091 13.6028 12.922 12.4335 11.3389 8.34095 6.80085 5.95149 5.82043 4.82566 4.49891 4.06804 4.05961 4.04475 4.04428 3.95982 3.90781 3.79567 3.74164 3.51828 3.3859 11.9949 4.43233 4.10281 3.00635 2.9672 2.86842 2.71462 2.64 2.44675 2.36753 2.52696 2.22974 2.05219 1.98899 1.96325 1.91933 1.91084 1.88494 1.84319 1.82139 1.81504 1.7455 1.7314 1.70027
threshold=0.073864869773387923 -0.0013721846044063566 0.283694937825203 0.008430603891611101 0.0088085085153579729 0.011825844179838898 -0.13615230470895764 0.097345748217776432 -0.073643614014144973 0.091309667448513224 -0.068199959639342514 0.24031226260091945 -0.0012478765547737686 0.073455493897199645 0.026626570958197916 -0.11074169204210661 0.75791621208190929 0.0022794058001558174 -0.0098949230986815299 0.016819030894799556 -0.25069062877446407 0.0020960740512236957 -0.023550671071127918 0.0027280612848699097 0.0072886419940847479 0.27044351003132766 0.46765036880970007 -0.038172765401165341 -0.037908233087746553 -0.31819805875420565 0.26406633891483228 0.017713286456095531 0.27044351003132766 0.029664158588275317 -0.06305644589242039 0.035952054372964351 0.035752593877296311 0.87598878145217907 0.99239736795425426 -0.024983875453472134 0.025791221940826409 0.34613354856446682 0.033071100657676093 0.24440215345553035 0.22138223471072996 0.19851062646118053 -0.33200671710073942 0.030548369634339066 0.052224973216652877 -0.02394465776160359 0.018210830166935924 -0.00018603667489601748
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 23 11 46 15 20 22 14 21 18 26 31 45 41 39 34 -17 -2 -3 44 43 -13 36 -4 -28 29 -29 -30 -8 51 -21 -10 -25 -9 -31 -39 -12 48 -15 -14 -1 -5 -7 -6 -41 -23 -19 -48 -11
right_child=2 5 13 9 6 7 10 25 12 32 17 24 42 16 -16 19 -18 49 -20 33 -22 40 -24 35 -26 -27 27 28 30 37 -32 -33 -34 -35 -36 -37 -38 38 -40 47 -42 -43 -44 -45 -46 -47 50 -49 -50 -51 -52 -53
leaf_value=-0.15235437616224351 0.14881000045107551 -0.16679034458645134 0.13668272666132031 -0.047465787076193484 0.13660298676100774 -0.099989392284030476 -0.026247820455410895 -0.10578483064392148 0.029757762286659641 -0.084788972588493827 0.038146925024078224 -0.13048026234495533 0.065868362554927631 0.064222589504765892 -0.091632860845683312 -0.062929548067138893 0.14408922233457025 0.082361014932301913 0.062064318536150659 0.013422583803469274 0.10432057999078879 -0.11884407184783433 0.0284803908662308 -0.014549089589331866 -0.089611113523632061 -0.14092527257484055 0.17839989430345643 0.12448736665222769 0.18588890353835413 0.094303045887124334 0.14763082846671746 0.042358876724159229 -0.12007703250109387 -0.047322177747425871 -0.052392233620072941 -0.098952267778303571 0.013842429639138981 -0.074216945005360399 0.11712077364180971 -0.042034082590785844 -0.069468279068851752 -0.059495276061694448 0.10588646758573919 -0.090502235929520336 0.051187095859691459 -0.039350368168479193 0.0029632862553112577 0.039700353540683769 -0.15137309914145644 0.038738585694153935 0.098170845747327165 -0.024837456386471727
leaf_weight=15.802121857170279 34.531539755739686 126.2720800206298 49.904664595998383 15.099405460247 12.971109275698835 35.463376522389808 19.197081494075068 48.040873386289604 8.1604991514614102 10.676596404009615 16.889757381319217 55.113840665570024 20.519585835962062 6.287736822921036 10.411662507702315 49.144127786568333 9.7010447395150532 24.354375647037159 14.733892222024222 15.646445456451149 50.80982498632693 24.327048366032614 23.176304088996403 5.8372688785166273 39.037080868689372 47.330319566284743 116.48002893284865 5.4904006950091571 50.63532454716551 1.9210240205284188 64.40004269988458 9.5499628260404261 13.082243266292606 15.419954904822587 7.8996171347680528 10.164327521377343 1.7688382852866187 3.6187554034404457 0.83540818886831392 8.9225693046691941 4.1095465259095354 1.6219476176993337 30.950007791359894 7.5036889537986999 2.241726486128754 6.0286691571172915 2.1441236652463003 3.9066979866834108 62.093664648470394 14.794416388457533 17.565444894003122 8.5190186964805434
leaf_count=2097 4809 14970 7896 2671 1969 6198 3099 7423 1447 1712 2821 4698 3640 1070 1755 8508 1376 4472 2547 2768 8391 3871 3948 912 3826 6188 16843 391 8001 152 7813 1635 1952 2528 1387 1423 250 190 76 1579 596 282 5509 857 368 928 331 670 8639 2673 2825 1354
internal_value=0 -0.087621 0.112686 0.0548479 0.00707967 -0.119798 0.0387861 -0.0874133 0.0943758 -0.0361624 0.0180605 -0.142583 0.0653357 0.157403 -0.0269228 -0.0607923 0.0968754 0.0436386 0.0241501 -0.0450467 0.122349 -0.155179 0.00144761 -0.106385 -0.113555 -0.120749 0.161031 0.166014 0.154622 0.0587822 0.164497 -0.00344424 -0.0833482 -0.0167381 -0.0106631 -0.0682124 -0.101533 0.00200903 -0.0380106 0.0142911 -0.138953 0.0387775 0.0899603 -0.132523 -0.0346738 -0.0911991 0.107249 -0.0171245 -0.142242 0.0659008 0.0878255 -0.0582296
internal_weight=0 709.81 551.297 240.4 180.015 529.796 140.707 218.843 167.605 72.7953 108.027 310.953 82.2636 310.896 39.1587 121.703 17.6107 68.8678 30.794 80.2105 85.3414 216.802 40.5174 39.3074 94.1509 97.14 293.286 243.381 126.901 11.8656 115.035 28.747 32.2779 31.0664 16.0601 16.0016 49.8097 6.37519 4.45416 29.719 90.5303 7.90968 51.4696 23.3058 17.3411 41.492 32.6807 12.8293 86.4207 39.1488 19.7096 19.1956
internal_count=184334 100509 83825 39735 29118 71391 23829 34791 27730 12005 18704 36600 14530 44090 6489 20930 2728 12215 5381 13804 13200 28076 6987 5289 8524 13861 41362 33466 16623 809 15814 4734 5018 5296 2834 2335 7673 418 266 5070 13106 1352 9149 2954 3039 7126 5125 2249 12510 7145 3156 3066
shrinkage=0.1


Tree=1
num_leaves=53
num_cat=0
split_feature=1 3 1 4 0 0 4 0 1 1 4 3 4 4 1 5 3 3 0 1 0 3 16 4 7 4 0 8 1 4 10 9 14 10 1 4 4 3 8 5 1 1 1 3 0 0 9 4 9 5 9 7
split_gain=2458.1 525.99 296.295 170.066 153.204 149.43 96.9558 65.3112 60.7233 54.3534 53.0622 34.0957 33.7003 33.5453 37.7985 29.2448 28.7717 28.3665 28.1786 25.554 20.3704 19.5265 18.6021 18.5866 17.7357 17.5445 16.3663 14.953 14.7943 14.582 14.3805 13.4738 13.2014 11.9678 11.1055 12.7539 10.7735 10.7186 10.5213 10.3418 9.39517 9.09848 9.00932 10.709 8.88074 8.60548 8.58592 8.26797 9.11073 8.25072 7.81804 7.00064
threshold=0.13313243538141253 -0.016527273211977441 0.65267792344093334 1.4478914075060272 0.0079612294211983698 0.013602585531771185 -0.49949575911869654 0.0019062857027165594 0.9390503764152528 0.027569021098315719 -0.1912530692070917 0.048865067772567279 -0.044215390627082511 2.1246048965242164 0.99239736795425426 -0.46006062560450262 0.037250479683279998 -0.20709120575338599 0.028836287558078769 0.029713681899011139 0.00093154475325718533 -0.0013721846044063566 0.0079511185042391436 0.32525658332309254 0.003270311284184293 1.4527206573327875 0.00077603882527910184 -0.03679041981726109 0.19632954150438311 -0.31339722635590161 -0.0061299063723914146 -0.038304193278562819 -0.061510690535436473 -0.0088436434090283754 0.84566703438758861 0.67956184934220354 1.3582681137215487 -0.020675516454502937 -0.0081317539594324383 -0.51958959194866827 0.97326731681823742 0.0057989682536572227 0.81446409225463878 -0.031973764300346368 0.04245272837579251 0.27236175537109381 -0.02267549702927427 0.68531867408011748 -0.015199069919064901 0.41636485298053932 -0.032442012033406527 -0.011158752523239343
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 8 26 20 17 30 12 36 11 28 42 25 40 38 24 -6 49 -8 31 32 -19 -17 -11 -9 -1 -25 -7 50 -5 -2 -12 -16 35 -20 41 47 -10 -30 -15 -3 43 -4 -21 51 -36 48 -22 -14 -28 -41
right_child=2 9 3 7 6 10 19 13 15 16 21 -13 18 14 33 23 -18 22 34 44 37 -23 -24 27 -26 -27 29 -29 39 -31 -32 -33 -34 -35 46 -37 -38 -39 -40 45 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.12522065818546047 -0.048826085528723619 -0.15352527583759526 0.12074877121653693 0.040674902307830385 0.05256386574765947 0.0040285795316725046 -0.12186988474939973 -0.00084941290156481859 -0.057313222776213493 -0.095970288544042506 0.014250103777613996 -0.073498485875826067 0.10555776781260139 -0.11680192586105068 -0.0095422487352845673 0.15893803419360653 -0.12062436380994933 -0.048320828776954074 0.050148189704754237 -0.04072677962530058 0.018605810383758446 -0.063256489466816931 0.011044793627630993 -0.037109246512133674 -0.044980042326009426 0.077630877994178643 -0.018069412684037018 0.12506850572679137 -0.049625001454607583 0.0054529198406852754 0.12174546752381504 0.1311998043537351 -0.031415048698875625 0.095638082309385558 -0.032508343598522553 -0.01982048293096661 -0.10417077673683753 0.0023918451698714243 0.10385979586202579 0.015405734482252055 -0.045173841066457318 -0.12986250333751559 0.14119068935400814 0.058007222675197437 -0.082335618962202595 -0.083958941667914178 0.083997722316014753 0.023278700592514842 0.08957913962228041 0.047876983059297031 0.086743771716240328 0.06814910557333996
leaf_weight=39.927823047852144 4.3660818366333833 348.87171729229158 93.425221688317833 31.583510868251324 80.256674622680293 90.734873747831443 94.763431750005111 55.073090567719191 10.261783513706179 158.44698632272775 107.1111446992727 30.29119565091969 188.22287537762895 35.984677890315652 24.428060183301568 259.65867806167807 252.88762566419609 100.83972574566724 73.737791101098992 115.59751304378733 20.506596533989068 108.07560245477362 110.72356447226775 5.7995172594673923 119.86932614247053 58.984953913837671 7.8650907035917035 271.48699620051775 9.484992044977842 44.199390210327692 71.375157334376127 83.680939211393707 154.75212717812974 19.394984176149592 6.9120484506711355 40.266868755687028 83.01695464074146 24.000823208130896 6.6663431772030881 29.646584170404822 37.342164605855942 306.37667944125133 110.87659652304137 38.453307909017894 92.301169782149373 4.2154983626678577 73.471345325699076 28.674423858348746 153.93686496827286 28.611123640090227 74.207186974555952 166.91537409764715
leaf_count=1213 63 23751 1401 639 1734 3350 5940 1180 126 10597 3400 1680 3626 755 482 4647 18716 4290 1342 6245 500 4804 4514 77 6920 1469 187 6261 223 2492 1185 1808 5138 328 92 718 6957 824 100 701 718 22287 1830 581 4652 73 1517 817 4304 425 2481 4174
internal_value=0 -0.0812058 0.0661566 0.0937853 -0.0154494 0.024239 -0.0391785 0.0306455 0.111253 -0.120607 -0.00146709 0.0276008 0.0906134 0.00114227 -0.0364393 0.135619 -0.0962065 0.00195016 0.073166 -0.0788315 0.0814305 -0.0274981 -0.017253 0.139699 -0.0740133 0.0397423 0.0694225 0.121674 0.0377787 0.0517638 0.0968875 0.122265 -0.0127367 0.0370276 0.0455124 0.0254357 -0.138161 0.0655921 0.0061991 0.0523414 -0.0803445 -0.142465 0.120161 0.102465 -0.0592053 0.0571624 0.0739746 0.0730591 0.0812386 0.0979513 0.0766977 0.0601961
internal_weight=0 2030.15 2558.41 1542.02 760.682 1016.39 594.482 334.167 1207.85 1269.47 701.227 331.289 653.977 231.208 117.15 553.873 531.204 291.82 411.222 302.662 315.166 369.939 211.563 536.945 278.316 114.058 166.199 277.287 300.997 126.272 102.959 88.047 261.863 43.823 194.388 114.005 738.265 227.119 16.9281 210.262 73.3268 655.248 242.755 131.879 207.899 200.777 80.3834 203.118 174.443 216.834 82.0723 196.562
internal_count=184334 122976 61358 29499 33748 31859 27375 6756 22743 89228 23543 10201 11532 4932 2283 11211 36233 10538 7720 16837 8316 13342 8804 10985 17517 2649 6373 6338 8521 5160 1824 1871 8538 810 3669 2060 52995 6445 226 5171 1473 46038 3812 1982 10897 4948 1609 5621 4804 4051 2668 4875
shrinkage=0.1


Tree=2
num_leaves=53
num_cat=0
split_feature=2 1 2 3 3 4 1 2 6 3 4 1 3 1 6 3 5 13 1 6 11 4 2 3 2 1 1 3 3 1 4 4 8 2 4 1 8 9 3 2 2 13 11 16 5 4 3 2 1 3 2 3
split_gain=1732.16 264.476 215.614 142.911 68.8394 53.8629 40.1253 39.5682 31.7039 28.0016 23.0043 20.1204 18.4447 12.0708 11.5559 11.4532 9.80622 13.6115 9.30337 8.62813 8.61451 9.89658 8.41504 8.27919 8.04386 7.65511 7.56201 8.64592 7.3661 7.33816 7.08824 7.01728 6.88802 6.41437 6.39129 5.91164 5.83217 5.2784 4.99753 4.81173 4.67645 4.64634 4.46251 4.28032 4.21934 4.13411 3.99162 3.89086 3.66721 3.65544 5.66706 3.63797
threshold=0.048549158498644836 0.12116845697164537 0.19901959598064425 -0.034548550844192498 -0.045606503263115876 1.4400084191572693 0.10268152505159379 0.010659119579941036 0.26066066525847503 -0.2821109034121036 1.3582681137215487 0.18488860875368121 0.023960346356034282 0.99364647269248974 -0.24580405555463994 -0.25069062877446407 -0.48986738203785324 0.096141128128200928 0.33250017464160925 -0.25242007380371451 0.054251255260317044 0.68531867408011748 0.00036378653021529322 0.073455493897199645 0.0087321326136589068 0.16887070238590243 0.41034030914306646 -0.2821109034121036 -0.021758439950644966 0.04025488160550595 0.31607681197405341 -1.2600764926047747 -0.0037241404457293713 0.99557068943977367 -1.2410005915375732 0.043380837887525565 -0.014909330570834928 0.0068705295218836303 -0.088761863531544791 0.010152211412787439 0.43836720287799841 -0.21018973760750581 -0.013855255708541842 0.020974937618506297 -0.47843639149085387 0.22752620502073104 0.06895853043533863 0.00072289491072297107 0.91112312674522411 -0.88658642004884303 4.5885211875429384e-05 -0.26146291382610792
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 15 7 23 8 14 -2 11 40 24 32 19 -1 17 -16 43 -3 21 -10 49 35 -6 31 27 41 42 -26 34 -11 -7 -12 -28 -5 -18 45 -13 -17 51 -9 -15 -8 -36 -21 -45 -39 -22 50 -23 -4
right_child=2 5 10 6 12 13 18 26 20 25 33 38 -14 28 16 39 36 -19 -20 37 48 22 -24 -25 29 -27 30 -29 -30 -31 -32 -33 -34 -35 44 -37 -38 47 -40 -41 -42 -43 -44 46 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.075385040180565771 0.066152803341083935 0.12317752279115024 -0.01841282157999459 -0.098895785074807521 0.029911348616373207 0.0088959772468298857 -0.06409597823813977 0.13673565185785494 0.10671686289541571 0.024876539281757818 -0.070946480921724994 -0.021097829770274815 -0.073424155389341342 0.059945735919316012 0.12764207249812567 0.055099832141208498 0.10347421583300676 -0.028718863492123516 0.018665328231996129 0.074069679376121023 -0.088804127979691727 0.091943300213123927 0.0047196129148017012 -0.11400842805444528 -0.053219999386155938 0.0240869751579195 -0.13032567155095048 0.033854968901283082 0.011786434137793997 -0.0061888713529195229 0.045564930940416006 -0.035455185543959454 0.053079715447123622 -0.12447127275254495 0.022216002498047546 -0.065381950273687123 0.13145766270480405 0.13881285019283493 -0.091893390009315984 0.012178301167708249 -0.14504027871537059 0.066628315335104327 0.1117401429011496 0.00044098430256915653 0.10390354332294019 0.0065133970309518398 -0.082497452884776265 0.035523741724712198 0.1567882004631698 0.081907074915551686 -0.10828396248797115 -0.1261266169611529
leaf_weight=72.732684191520093 78.23977734730579 35.936870810459368 3.2123168638790949 106.83328381350293 31.094116240230505 85.195009381044656 46.963099843807868 12.921818190254269 47.403965951132705 24.93525925531867 88.902809235733002 14.050326618569668 83.999892234176514 29.663149984553456 12.761471522506328 37.632593160466058 89.725635966635309 9.8557067457586509 32.692553580389358 17.067622130271047 4.7694576969370237 2.952305373735725 27.906989373615943 136.32573192796553 58.342662356670189 54.540501147450414 1.2185117381159205 99.503877161594573 15.074660508194937 76.889100863991189 37.664766061934642 84.807032287164475 60.218656552722678 29.98487775051035 6.7665986395440987 104.123946668391 450.62129715230549 11.4755748026073 34.433667145262007 85.324744295270648 358.73318123880381 35.432605950743891 38.097702630097046 26.743277717381716 98.912442443310283 19.288826895412058 7.3931565180537282 5.3643992063589385 0.68013854045420874 46.657092995475978 2.6798308715224266 143.45212968427222
leaf_count=2840 3090 1092 186 9681 3000 3335 3625 220 1451 1157 6037 722 8131 816 232 2926 3016 268 1780 372 115 40 808 12129 5292 2931 9 6636 511 6135 2008 6148 1646 1552 160 8882 16477 157 2216 5785 28102 1302 863 1933 3941 364 690 158 26 903 20 11857
internal_value=0 0.0659855 -0.0839229 -0.0452183 -0.000497926 0.0886933 -0.0779034 0.0980408 0.109736 0.0169224 -0.124399 -0.132968 -0.0352325 0.0445597 0.118814 0.0439335 0.124114 0.0595366 -0.0263624 0.085323 0.0652355 0.0704952 0.0490658 -0.0947893 -0.0159387 -0.00652824 0.0666341 0.050722 0.0750259 -0.0264837 0.0829008 -0.021745 0.0271975 -0.0844625 0.0960463 -0.0823609 0.126814 0.059718 -0.0713924 0.025321 -0.138872 0.0854061 0.0890879 -0.0445139 0.0986777 0.0382483 -0.0175548 0.105981 -0.057747 0.072724 -0.00336751 -0.12377
internal_weight=0 1751.83 1376.37 703.598 446.016 1305.82 461.075 1077.57 785.147 242.523 672.769 553.882 250.326 228.249 652.097 195.69 562.964 22.6172 113.792 89.1333 133.05 127.6 80.1962 347.283 166.326 164.283 292.421 147.858 82.8355 135.232 144.562 109.742 145.414 118.888 106.898 210.957 540.347 53.1964 48.484 122.957 505.398 48.3544 67.7609 81.0995 105.679 36.3564 34.1364 16.84 5.4496 52.2892 5.63214 146.664
internal_count=183773 81055 102718 52046 34109 46946 38720 39775 25499 13326 50672 43083 22558 7171 22136 11551 19993 500 8028 2143 3363 3222 1771 30692 14427 10236 14276 8158 2190 11427 6118 7305 4981 7589 4110 18563 19493 1051 2938 8711 40145 1522 1679 6248 4101 736 2623 315 141 963 60 12043
shrinkage=0.1


Tree=3
num_leaves=53
num_cat=0
split_feature=2 1 3 1 3 2 0 1 6 6 2 0 0 2 3 1 1 7 6 2 10 13 6 0 3 6 1 2 10 9 6 1 2 1 1 3 14 3 3 6 6 3 2 3 16 3 9 6 9 16 13 2
split_gain=1147.94 197.419 135.4 49.59 47.3987 41.3705 24.3147 23.9764 18.7356 18.175 17.2527 15.8469 15.6561 10.3983 9.62262 8.24447 6.60834 6.46961 6.22621 5.5457 5.33286 5.28285 5.01609 4.9457 4.87578 4.31845 4.24056 4.21447 4.09791 3.79468 3.61299 4.18744 3.52419 3.8004 3.52392 3.45548 3.81697 3.32209 3.21955 3.16946 3.10195 3.0052 2.95204 2.93886 2.75989 2.7132 2.52549 2.46148 3.52511 2.40088 2.37856 2.3282
threshold=0.048549158498644836 0.12387522310018541 -0.064940269105136381 0.059279929846525199 -0.028394352935720232 0.21359289437532428 0.000398805073928088 0.46765036880970007 -0.20176479462955296 0.19851062646118053 0.11219391226768495 0.016942957416176799 0.009216655511409046 0.12528154999017718 0.066998170688748374 0.24211597442626956 0.03045394737273455 -9.4070352185448176e-05 0.19573786580507371 0.27749513089656835 -0.00472166363177278 0.14990905213454037 -0.32198637888059212 0.000398805073928088 -0.0059035997837781897 0.19297188238818627 0.36190281808376318 0.0087321326136589068 0.0052931105032057724 -0.0031085072465135998 0.19966159345964965 0.95936018228530895 0.0040220827795565137 0.046493941918015487 0.2957576215267182 -0.021758439950644966 0.13373713377863158 -0.77529835968743999 0.13560743443667891 0.27862366397231225 -0.24275684003263251 -0.14108781190589068 0.0046855248510837564 0.038565102964639671 0.011127920937301925 -0.086247611790895448 0.022137314636976206 0.18610581344904067 0.022137314636976206 0.011946024157679582 0.15577972568250745 0.018538129515945915
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 13 12 11 47 18 20 35 15 -2 23 38 16 17 42 -5 24 26 -9 41 28 -1 -8 -24 -12 -18 -15 -20 -11 46 -14 -34 -7 36 -10 -38 -4 45 -22 -13 -6 -19 -29 -25 -32 -3 -49 -35 -37 -26
right_child=2 6 3 10 14 34 7 8 9 30 19 21 32 22 -16 -17 27 43 29 -21 40 -23 25 39 51 -27 -28 44 -30 -31 31 -33 33 49 -36 50 37 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.11084476556758992 0.074091445358913918 0.12430121004409089 -0.077539311170189126 -0.067442433340046903 0.006127257133425143 -0.10380132862546187 0.062572468532935827 0.02427734754485341 0.10962034298020276 0.025559581078574419 -0.075365244960999958 0.0062980861890281313 0.066712724568105772 -0.10263069739615038 -0.082305650023681981 0.023198659383170849 0.055535828471916404 -0.0051799788636567312 -0.025258176217306125 -0.11004746420282141 0.054773071260563355 0.041426213343637996 -0.12315273293848189 0.072835433084868034 0.050797984017554157 -0.098751913313694623 -0.0069782822655002465 -0.037332664497104311 -0.033278433721193622 0.033672663526255246 0.041346110988339832 0.08905724081084325 -0.024865352604067015 -0.0043805099066519639 -0.017646902305330042 0.071155724716170377 -0.10622903031995841 0.073923539918025735 -0.11103552594000168 -0.019978040457824659 0.10241934427680466 -0.03392090024117346 -0.06055941673408094 -0.058120875253362708 0.002401532223000386 0.026276067660933385 0.093191402858502956 0.081875534100901662 0.13814864917810873 0.031731156862878813 0.10407511697735486 -0.015075345247723608
leaf_weight=18.160731740063056 45.036474566615652 120.6142088441411 120.69219179595166 52.250543489870324 7.6078897264087564 33.16038438196847 126.75868166307919 50.270809971727431 308.52925613394473 23.437784713692963 68.238195701662335 44.942521781187679 9.3840214227093366 27.236931693361839 40.376909983286168 23.482301270974858 9.2222448870597855 41.788570572258322 16.433210527931806 45.926220383473265 55.602512169745751 26.548701583000366 353.0635320557376 40.932978939192253 9.0335589579772222 91.917650374211007 10.460689018451374 33.024095370034047 12.427914364408933 32.531125885769143 50.824695134666399 53.853968113951851 33.888162139104679 33.391105198606965 5.5497658517706432 49.393531565146986 1.4430064554326234 3.4060573596507302 37.823451186115562 5.6151357237249604 18.15668918704614 31.647724425129127 51.893391030662315 13.982325364137067 37.114385933004087 18.065492755602463 11.533541634329593 38.000991251552477 15.83122994750738 41.010299486362783 39.86253849696368 13.161516139312878
leaf_count=606 2323 3172 13458 5324 944 3122 9032 2388 13610 933 7004 3027 1024 1601 4528 2022 1029 3949 1170 4803 1992 1969 35324 2455 860 8242 917 3446 975 1757 2263 1421 2969 2744 493 2601 29 188 3916 284 633 2715 6008 1534 3766 1469 400 698 210 3123 2119 1184
internal_value=0 0.059723 -0.0768853 -0.0929802 -0.00198312 0.000564697 0.0822792 0.075402 0.0844802 0.0925003 -0.0557626 0.0246146 0.0314263 -0.1078 -0.0393452 -0.0304906 -0.0268448 -0.0421638 0.0448342 -0.0824215 0.0494064 0.00300114 -0.115076 0.0647436 0.0550026 -0.118116 -0.0662788 -0.00795203 -0.0809254 0.0138926 0.0614012 0.0686248 0.00798398 0.00288473 -0.0914632 0.103284 0.108237 0.0201227 -0.0855433 0.0517594 0.0665234 -0.0103247 -0.0520335 -0.0184669 -0.0163116 0.0585909 0.0509588 0.116339 0.0984643 0.0155272 0.0858754 0.0117546
internal_weight=0 1418.37 1086.18 899.291 379.687 186.886 1038.68 864.232 666.314 542.284 256.129 148.175 200.448 643.162 179.239 131.504 138.862 108.021 197.918 124.625 124.03 103.139 484.646 82.7743 148.954 444.981 78.6989 79.3607 39.6648 48.9643 139.65 116.212 117.674 108.29 38.7102 402.634 313.378 4.84906 158.516 64.6136 73.7592 76.5902 59.5013 55.7709 70.1385 58.9985 62.3582 174.446 53.8322 74.4014 89.2561 22.1951
internal_count=183773 81055 102718 89069 34395 13649 46660 42580 28577 23564 25553 10034 14674 63516 19721 12829 15193 10807 14003 12724 5013 7711 46142 4814 11076 43566 7921 8241 2576 2927 5017 4084 9860 8836 3615 18547 13827 217 17374 4208 2625 5742 6952 5483 7212 3924 2663 4080 908 5867 4720 2044
shrinkage=0.1


Tree=4
num_leaves=53
num_cat=0
split_feature=2 1 1 0 2 4 2 0 0 1 1 6 2 4 0 4 1 1 7 2 0 1 0 2 1 8 5 7 4 0 13 16 0 0 5 6 8 5 5 6 6 1 15 0 5 4 0 4 7 6 0 1
split_gain=794.823 128.253 105.305 29.5965 29.0358 21.3662 23.4199 18.7156 17.0402 12.4168 12.1052 11.2688 11.223 13.9861 9.4892 8.93812 8.35168 8.06583 7.42274 7.14432 6.04115 5.79688 5.74296 5.43411 5.3337 4.87999 5.82239 4.70853 3.71108 3.473 3.44322 3.28615 3.24098 3.18048 3.17956 3.13253 3.10221 2.99007 2.85573 3.23621 2.85339 3.01333 2.77668 2.88692 2.91506 2.80088 2.76547 2.70337 2.61226 2.60793 2.58912 2.53144
threshold=0.046191502362489707 0.12387522310018541 0.0488710105419159 0.011791167315095665 0.10993784293532373 1.4400084191572693 0.0040220827795565137 0.00030238796898629522 0.018400850705802444 0.26197311282157904 0.037225764244794853 0.26066066525847503 0.12823896110057834 1.3582681137215487 0.0096473465673625487 -0.086755082152808555 0.99364647269248974 0.32065178453922277 1.0000000180025095e-35 0.28912559151649481 0.0032134379725903277 0.11374805495142938 0.00022014399291947487 0.98072674870491039 0.41034030914306646 -0.0016030049548257925 -0.021322917504578435 0.00058128527465564693 -0.72314065658318982 0.23258620500564578 -0.043403079375301717 0.011946024157679582 0.23884233832359317 0.15123250335454944 -0.51958959194866827 0.25404696609231031 0.059352207988212204 -0.22378534786498094 0.38520053747135147 -0.23748312565406146 -0.019592294719348109 0.96473678946495067 -0.13465689798783775 0.0016769295907579365 -0.44033674657364152 1.2109382820598991 0.0010978706413879993 -1.0987164179996876 0.00067610957128469201 0.27862366397231225 0.020873204804956916 0.002302332548424602
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 20 8 6 11 -7 28 18 27 25 14 35 47 17 40 22 33 21 30 50 -8 -15 -17 26 42 -5 -4 31 -1 -12 -20 -10 46 -14 -25 -24 39 -26 41 -9 -3 -44 -45 -46 -19 -2 -23 -32 -6 -29
right_child=2 5 4 10 19 7 15 16 9 -11 29 -13 13 23 -16 24 -18 34 32 -21 -22 48 37 36 38 -27 -28 51 -30 -31 49 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 44 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.099100521485098209 0.094996187556304013 0.039825506829335652 0.075244859187153942 -0.069739601494543543 -0.0076375502024953849 0.090456768185600264 0.11911691393979934 -0.05050345297002215 -0.042874728839150937 0.037193829519574978 -0.015867684063717399 0.061919807911116814 -0.11859908131253327 -0.042725417659042642 -0.077962013640579905 0.0077707756689900072 0.050116631702657177 0.12860863241260362 -0.005070320312574015 -0.092528609277961693 0.020080589815892776 -0.046329242253793708 0.0065896350424661763 -0.094526486826382483 -0.0058118620287111768 0.12049626755425807 0.12162298134006191 -0.096270324497073484 0.01609473895419157 -0.075248783442534439 0.054726376416251825 0.017184296513886664 -0.083350448472188601 -0.093158496716480299 0.099157880537780713 -0.0912858746289541 0.024764078701587804 0.053292528834553321 -0.0046171692753357255 0.065538959962701662 0.024755186781382998 0.0028658845006843585 0.10697394431531471 -0.0014702031999578929 0.08695002660479241 0.014834187585391415 -0.035209585518473509 -0.019363103853641574 -0.0041979520013578379 -0.059491458311243119 -0.079255963524678549 -0.014498928585860625
leaf_weight=21.518293547225767 3.7398253490100615 12.297164024785159 25.486995701503474 50.081296071060933 5.6769510835874817 53.073246472049505 10.481431693537159 18.32525533856824 53.571712216413289 32.618746593732794 54.78419145540829 77.951465570236905 272.07841967905188 39.443267619702965 130.26952860727397 38.286393019603565 47.905418383190408 1.4730771984904993 76.928598651713401 49.741993648971402 51.360397456053761 29.634722275484819 19.497609819052741 59.986943851690739 7.0079775856574988 118.66420470250887 61.887427679495886 4.2317781907477174 18.179046962832217 6.0497979641950215 26.648917515092766 66.667501363168412 5.6621468068042295 16.45487250451697 84.983482823547092 50.067209077657026 2.2554371240548781 46.197368183828075 7.8166319823358199 68.109218201949261 21.60166784201283 24.992319679120556 57.745787244231906 4.341364932479336 85.336608534504194 5.756855893181636 3.3221177677623928 4.5842338352304051 29.224921374872793 2.1468423826445351 45.820338056528271 34.811439732435247
leaf_count=1053 218 585 1151 6508 503 879 176 1380 6142 3248 6044 2520 34228 3346 16356 4171 1873 26 8118 6402 4716 3100 1148 4039 398 5379 3171 426 1782 726 1737 6717 606 1931 4425 4880 168 3499 410 5571 1321 1714 1904 183 4806 375 160 468 3168 119 5757 4468
internal_value=0 0.0540848 -0.0684021 -0.000287887 -0.0283972 0.0738173 0.0813562 0.0414949 -0.00554735 -0.0187951 -0.0211783 0.0962929 -0.0960697 -0.104151 -0.0713479 0.0592994 0.0184525 0.0743783 -0.0307644 -0.0610626 0.044217 -0.0468672 0.0504255 -0.0717943 0.0386481 0.104033 0.0954315 -0.0494486 0.0506359 -0.00141316 0.0688397 0.00227514 -0.0104536 -0.0547109 0.0946882 -0.114359 -0.0901981 0.0394371 0.0528979 0.0588826 -0.00492036 -0.0197231 0.0856243 0.0892959 0.0785816 0.0823962 0.0154013 0.0321081 -0.0254178 0.0461798 -0.0713662 -0.0234013
internal_weight=0 1195.35 951.426 318.3 389.001 877.054 711.156 165.898 228.902 185.236 216.626 423.981 562.425 423.831 138.594 287.175 112.825 165.955 152.617 160.099 101.674 110.357 76.1764 101.686 121.22 346.029 227.365 89.1245 43.666 127.501 50.3141 121.452 82.5907 70.0266 89.7787 322.146 62.2424 65.695 82.9338 75.1172 64.9192 43.3176 165.478 153.181 95.4348 91.0935 4.79519 8.32406 58.8596 28.7958 51.4973 39.0432
internal_count=184199 78588 105611 32514 41908 46074 38907 7167 22978 20045 24889 18923 63703 46661 17042 19984 6288 9434 16797 18930 7625 12528 4823 7553 10550 16403 11024 11402 2933 13487 2909 12761 8724 8073 4611 39108 4207 4647 6379 5969 4415 3094 7853 7268 5364 5181 186 686 6268 1856 6260 4894
shrinkage=0.1


Tree=5
num_leaves=53
num_cat=0
split_feature=1 0 1 1 0 4 1 0 0 0 0 5 1 7 0 4 4 4 4 5 4 15 1 4 1 1 9 4 9 7 0 0 5 0 1 0 15 7 11 4 15 7 5 4 5 6 6 5 7 1 5 6
split_gain=564.58 106.728 49.1853 44.3862 26.74 20.7068 17.8622 17.2681 12.3838 10.9776 10.488 10.6196 10.1783 8.61917 5.76312 5.33032 4.92877 7.76042 4.50698 4.49711 4.05672 3.71271 3.68524 3.44442 4.40327 3.42088 3.33548 3.19463 3.19086 3.08884 2.91864 2.90985 2.89532 2.8789 2.73882 2.71125 2.59365 2.47932 2.33702 2.20788 2.1714 2.15819 2.04633 2.10867 1.97464 1.82121 2.35836 1.89891 1.80903 1.75098 1.72698 1.71282
threshold=0.12693275511264804 0.018400850705802444 0.46765036880970007 0.03045394737273455 0.0016769295907579365 0.64893314604780827 0.012914213351905348 0.10068175196647645 0.12859801203012469 0.0037674601189792161 0.00030238796898629522 0.26406633891483228 0.9390503764152528 0.00096404953796719176 0.2969126701354981 -0.1381063833446827 1.389589453132986 1.4527206573327875 -0.09793704418631663 -0.25443579055088511 -0.52577405427564738 -0.20909917655281837 0.99614673852920543 1.3582681137215487 0.0088085085153579729 0.2957576215267182 0.033167645478642614 -0.053588832294101246 -0.032442012033406527 -0.0044638497699316252 0.0064368494786322126 0.00077603882527910184 -0.44033674657364152 0.0014679003506898882 0.83134227991104137 0.279640942811966 -0.14970125036855472 0.0069511259968811209 0.0082060709330786848 -1.2600764926047747 -0.10135210471935906 -0.00065761591116952705 -0.14172659369127075 -0.24959896923803046 -0.06177035502149314 -0.23748312565406146 -0.25242007380371451 -0.46006062560450262 0.0020740937788949507 0.070474632084369673 -0.41976262113913404 0.19965589716606749
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 14 21 12 31 13 18 20 51 16 15 49 23 38 34 -18 19 36 28 -2 33 24 50 29 -23 -11 -8 -21 40 -1 -14 -13 -12 37 -6 -9 39 -4 44 -10 -15 -44 -17 46 -32 -47 -26 -5 -3 -7
right_child=2 3 5 7 8 10 9 35 41 27 11 22 32 42 -16 30 17 -19 -20 25 -22 26 -24 -25 48 -27 -28 -29 -30 -31 45 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 47 -48 -49 -50 -51 -52 -53
leaf_value=0.059582361969878053 0.0061494183000150963 -0.046503390098499742 -0.068132995442765784 -0.057705329914218201 -0.06351919648470998 0.09309557060837105 -0.014264071244480165 -0.072776887463832346 -0.070075338512009894 0.018046203004340556 0.037379298425824867 0.045081561420195121 0.028145287646837713 -0.032174167339370605 -0.10670965311268284 0.063892066985675497 -0.01200881055510602 0.086567466589328207 -0.0019271125131351246 -0.0054636191234111835 0.029789502631122289 0.076128768201276439 0.058877193687991561 -0.057478315862860008 -0.081469383325946956 0.070822998769003623 0.13216499578033103 -0.025713838375336154 0.091559626150142417 0.040887001113739038 0.077482465667022618 -0.067392632891613499 0.11127897940323908 0.0016868595531687389 0.092682894725860346 -0.093414687983567918 0.010310932851070207 -0.034307966379615244 0.013093425046214462 0.097545434043047913 0.088456765711251245 -0.020880957637250199 0.0077505437621398655 -0.026602172383516101 -0.05915719193414553 -0.020486170079734915 -0.052943455526227527 0.055444512556402738 -0.054928848098245921 -0.031229444383131872 -0.10175257340552933 0.059795623525296659
leaf_weight=1.9298999258317078 4.9379601327236733 5.965436052705626 0.80078494641929765 61.829316000334074 6.2565625602146637 55.866701663355343 3.1018064687959841 59.31533671462239 18.314655361959012 71.12446542469479 11.001085518189937 19.472632813383825 4.3284330915193996 26.792707537242677 141.6333418684917 3.8524992684833705 17.125290720607154 14.941272093332371 72.444139104045462 19.798250129075313 23.513773195343674 28.037989298609318 19.583572404575534 47.619779321714304 77.059230511855276 25.45562166642776 17.215379093890078 21.776423885225086 34.388152062914742 52.456936628484982 2.1246344152605161 25.329507671951433 144.89122625673917 70.915974056173582 48.929172471631318 40.919920799336978 19.678919157129712 23.41686923103407 3.5601725441520093 81.460035563039128 36.109151201206259 17.406399523155414 71.050632805898204 23.852394982823171 1.9507485727081064 3.5003673897590479 3.9120979059953234 53.629845670307986 38.794115380285803 42.042485638230573 127.28688208221502 21.542328412644565
leaf_count=182 199 633 19 8509 438 1095 155 8856 2463 6698 1637 732 169 3671 16259 217 899 1256 9714 1773 2071 1503 695 4601 12093 2192 318 3069 1591 5113 223 3329 6602 4110 4215 5682 1525 3312 231 4882 1758 2340 7464 3525 68 191 280 5385 5766 5344 18719 428
internal_value=0 -0.0529896 0.0569668 -0.0689086 0.0223449 0.072726 0.0162154 -0.0423076 0.00801366 0.0294311 0.0525478 0.0405465 0.0892971 -0.0258403 -0.0900977 0.0739881 0.0656145 0.0339447 0.0178793 0.0294824 0.0623826 0.0885083 0.0195688 -0.0821626 -0.086877 0.0393064 0.0974893 0.00778571 0.0828015 0.0281885 0.0588676 -0.0583705 0.108871 0.0110424 0.0825451 -0.0723396 -0.00753051 -0.0618981 0.0924859 0.0959184 0.0793342 -0.0461256 -0.00777873 -0.000886806 0.0224755 0.0452693 -0.00694814 0.0507874 -0.0725918 -0.0469962 -0.0992856 0.0838441
internal_weight=0 968.742 901.501 787.578 282.003 619.498 181.164 349.22 231.811 153.905 279.378 201.969 340.12 225.568 438.359 190.9 91.9968 32.0666 196.09 123.646 61.0037 50.1913 109.972 296.725 249.106 97.7108 45.2534 92.9009 37.49 72.2552 105.079 27.2594 149.22 90.3886 59.9303 123.652 25.9355 82.7322 85.821 82.2608 41.9124 35.7211 121.696 94.903 5.80325 63.1669 6.03673 57.1302 115.853 103.872 133.252 77.409
internal_count=184199 121529 62670 104434 27578 35092 17095 46363 25558 13584 15067 13544 20025 28513 58071 13254 8007 2155 20755 11041 3817 2020 5537 41812 37211 9078 1821 9767 1746 6886 8122 3511 6771 4842 5852 17850 1963 12168 5132 4901 2043 4803 14660 10989 285 6079 503 5576 17859 13853 19352 1523
shrinkage=0.1


Tree=6
num_leaves=53
num_cat=0
split_feature=2 3 2 3 2 2 4 3 3 3 3 9 13 6 6 2 13 4 3 4 16 10 2 3 13 11 9 10 3 3 3 12 2 4 12 4 2 4 9 11 13 2 3 13 3 6 4 7 6 3 10 10
split_gain=468.273 75.0421 53.5384 32.1556 22.8574 18.8319 15.3298 9.11366 8.18528 8.12022 7.4348 7.12894 6.29509 5.85773 5.85011 5.5082 5.37847 4.66998 3.66642 3.58917 3.46178 3.3988 3.24509 2.90813 2.6159 2.38115 2.17739 2.1377 2.07029 2.04321 2.03482 1.98664 1.97292 1.96219 1.93979 1.937 3.12783 1.79292 1.73575 1.71212 1.68784 1.54451 1.54212 1.53395 1.48795 1.44147 1.80046 1.44061 1.44021 1.43122 1.41667 1.41047
threshold=0.043925283476710326 -0.04722439334727823 0.0061379268299788245 -0.050488830427639179 0.18623283505439761 0.26669546961784368 1.4282020682522976 0.034564452245831497 -0.18650685716420409 -0.31819805875420565 0.061053646728396423 0.053161545370228595 0.093803299275726726 0.24002593909642053 0.26066066525847503 0.001915838511195034 0.035154030681643501 0.64893314604780827 -0.34646197524853045 -0.24959896923803046 -0.032334091763311389 -0.0082387752756791482 0.43836720287799841 0.23248912207782271 0.041391353273709922 0.064269363609115907 -0.052386249744177424 -0.012601743958582797 -0.30529727786779398 -0.26146291382610792 0.42611231288174173 1.7219625775692871 9.1034453362226503e-06 -0.73598361549243829 4.0523634252254679 0.10148310923402745 0.00072289491072297107 -0.044215390627082511 -0.0086437154123952132 0.0013813942731299401 0.043420941832603498 3.6640558391809468e-06 0.24119252717355269 0.39881787761428056 -0.017570540308952328 -0.24580405555463994 -0.069891854243008769 0.09334645226308444 -0.23230877293280558 0.57720090053044271 -0.043384559574227176 0.0063821514601118982
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 11 7 8 14 12 19 21 16 13 20 18 15 29 -5 22 37 -2 -3 -8 -6 40 -10 35 -18 44 -29 34 51 48 -30 -12 -1 -16 38 47 -37 -15 -9 -31 45 -20 -11 46 -17 -4 -23 -35 -27 -19
right_child=1 4 3 10 17 -7 9 23 24 27 33 -13 -14 39 25 42 26 30 43 -21 -22 31 -24 -25 -26 50 -28 28 32 41 -32 -33 -34 49 -36 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.10492501333682321 0.06117643068471499 -0.070781769703591374 0.088142226830823567 -0.020535704001486275 -0.086036453499216195 -0.074795898230697919 0.025325705235336983 -0.071998642626532147 -0.02146671225586938 0.0085510690477770927 -0.091539212546296225 0.10036851644599853 -0.0011265104914154123 0.015048138809227979 0.088907552634342149 0.077998528665853661 -0.066207002655522082 -0.080787635454739146 0.033087096532261794 0.0067711339296290043 -0.033115400904639929 0.031172586377673256 -0.11311845561189188 -0.09566371025226178 0.017531795470936164 -0.13519734267073974 0.020562076441566809 -0.10431352465594675 0.067593858337993071 -0.069828434706473055 -0.098290680082911724 0.10637993852270144 0.021954721268632394 -0.029545604209524224 -0.078054682026220248 0.0080935561942156817 0.0093049998811017953 0.041137516199148773 0.068470573836733481 -0.042841816204736614 -0.044041199248688101 0.085349489779278739 -0.050479733222874835 0.069713647396725004 -0.049261283965662157 0.071234437712165671 -0.0012727139266173228 -0.032758174870269149 0.078628135412449285 -0.11008611905393031 0.06742010342054984 -0.056033903106824129
leaf_weight=106.41602293489268 43.515295066586987 41.246464377702068 31.373205822470482 71.35529289263286 72.325059877170133 25.568846815567667 14.890236464794723 65.228882405073819 39.004672149771068 16.64533677499276 9.2961608421319379 22.992647334234789 38.838715741694614 12.808038289134858 15.66961773157527 5.0903541641600896 2.9888709891238241 54.848795154786785 91.735874151352618 16.814077365823323 59.861315368463693 9.1800390752032381 115.59239245085337 37.060514103141031 30.739563920888031 1.0202917973510919 76.466495740816754 1.114506322890519 12.267082520294933 0.63287189416587253 36.178582228312735 17.981145959114656 41.519352106843144 22.181453038992917 0.57067505829036136 5.3546992129413402 14.781752366339786 13.716993410373105 43.334320355672389 8.4745974626421212 32.457145048909297 109.11338385511772 1.1266688336618234 13.069094171485629 6.0578709891997269 82.638441053532006 6.5242720717797038 1.0090593891218294 21.323962496593598 2.4369848042697404 0.50379564636386831 40.062511069903849
leaf_count=5682 3136 6208 2131 9712 12117 3892 844 11165 4806 1025 1143 817 5463 1116 884 404 286 7109 10140 2291 8911 283 19349 5277 3815 65 9701 26 414 28 3744 547 2828 3488 24 220 1078 1667 1246 690 5158 8876 131 1414 436 7821 493 54 569 283 48 4952
internal_value=0 -0.0581766 0.0484728 0.0197786 -0.0743791 0.00362934 0.0688948 -0.0532282 0.0190536 0.0405996 -0.0101262 0.0480801 -0.0353478 0.0410883 0.0790485 0.0852553 -0.000610429 -0.0925879 0.0480143 0.0460198 -0.0484909 0.0671528 -0.102704 -0.0717915 -0.00427815 0.0550192 0.0172842 0.0189046 0.0295748 0.0940735 -0.0780742 0.0799845 0.0323823 -0.0524185 0.103936 0.0574071 0.0496078 0.071519 0.0618358 -0.00801959 -0.0627191 0.0844436 0.0652039 0.0376653 -0.00690114 0.0665959 0.033535 0.0843591 0.0643728 -0.0375913 -0.0682159 -0.0703513
internal_weight=0 749.343 913.661 379.905 593.7 155.642 533.757 274.693 130.074 140.98 184.725 195.18 139.946 172.187 392.777 312.113 150.811 319.007 150.904 60.3294 101.108 63.3754 187.917 134.747 69.7442 80.6645 79.4554 77.6041 54.9009 216.733 131.09 48.4851 53.7864 33.9146 106.987 79.1404 63.4708 46.0993 48.689 21.2826 97.686 109.746 95.3797 104.805 22.7032 94.2531 11.6146 32.3823 30.504 24.6184 1.52409 94.9113
internal_count=184007 107393 76614 42642 89453 17940 33972 42182 14048 6972 24613 18029 20582 17212 27000 23459 19699 47271 15406 5427 15119 2243 31466 21600 8621 3541 9987 4729 3268 14610 15805 1399 3242 4914 5706 3428 2544 3852 1466 1806 16323 8904 8849 11554 1461 8718 897 2185 852 3771 113 12061
shrinkage=0.1


Tree=7
num_leaves=53
num_cat=0
split_feature=2 3 1 1 2 8 3 2 4 3 3 4 1 3 3 1 1 1 1 1 1 8 3 2 4 4 2 4 4 1 2 3 5 11 4 10 3 4 1 2 11 15 5 5 3 4 2 5 5 2 2 8
split_gain=368.213 76.9379 44.1627 25.9941 16.2821 12.7939 10.8156 8.7163 7.23077 7.18565 6.64556 5.30834 4.85579 4.78108 4.35485 4.03147 3.4854 3.41483 3.33319 3.16233 3.13869 3.11594 2.4323 2.41698 2.34162 2.34041 2.31098 2.29885 2.15948 2.11496 2.10596 2.07413 1.88188 1.87466 2.04131 1.8188 1.75996 1.73115 1.72046 1.66093 1.62567 1.61048 1.54244 1.53733 1.51852 1.50552 1.64615 1.61949 1.4865 1.48445 1.48135 1.42586
threshold=0.030939479358494285 -0.04722439334727823 0.12693275511264804 0.044951518997550018 0.15245673060417178 -0.009953415715830841 -0.050488830427639179 0.084856953471899046 1.0544973735104282 -0.26146291382610792 -0.31819805875420565 1.389589453132986 0.77753600478172313 0.12234023399651052 0.28096233971882617 0.20356213301420215 0.51065087318420421 0.97700297832489025 0.0065986348781734714 0.99239736795425426 0.091838218271732344 0.011244901149368393 -0.34646197524853045 0.089251682162284865 1.389589453132986 -0.4659143635588428 0.0050242089200764903 0.12470207779760022 -0.34549466990936956 0.18488860875368121 0.98072674870491039 0.057369077578186996 0.26696583355137343 0.0036062178521971298 -0.30663994949438833 -0.00022770633563305094 -0.2324993763468228 -0.058665800412039205 0.21819859743118289 0.002285117632709444 0.0116550133742597 -0.11657360991555238 0.2110334214113386 0.41636485298053932 -0.24184473144123328 1.9887346010590792 0.99470978975296032 -0.44033674657364152 0.40555913252004022 0.21359289437532428 0.26669546961784368 -0.03241212156272804
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 14 9 8 22 13 16 25 32 12 33 15 21 -5 36 -13 -8 -10 -6 23 -1 -3 48 40 -20 -18 42 50 -26 -28 -7 34 -12 -34 41 -14 -30 -36 -2 -4 -11 -41 -22 47 -47 -23 -25 -49 -9 -21
right_child=1 3 5 7 20 10 18 29 19 28 11 17 37 -15 -16 -17 27 -19 26 51 44 45 -24 24 30 -27 31 -29 38 -31 -32 -33 35 -35 39 -37 -38 -39 -40 43 -42 -43 -44 -45 -46 46 -48 49 -50 -51 -52 -53
leaf_value=0.063201293547047385 0.075826422270549018 -0.063799545196788626 0.0036600442785255506 -0.020915038265244847 -0.076339715430093144 0.095568317778598519 -0.065574248950770117 -0.057932839347803272 -0.015004181932643147 0.0057408040038602953 0.081249912610201286 -0.0091345570941689016 0.10778232285543086 -0.073438172717041658 -0.098982701756614638 0.030769015105388195 0.084286677556729736 0.051432317811283212 0.030714511489960253 -0.0081753950147453319 0.028557679824621009 0.0040893036925795188 0.022922455437753148 -0.10009024916453246 -0.029939766720037033 0.020010095030650432 -0.0098704321062891981 0.049072528519121771 -0.030298689261711972 -0.033522230295915174 -0.088705771461340954 -0.060810887124529311 0.059942290021870542 0.0065794262673550792 0.069243981493958731 0.097791659714292475 0.010213110211603199 0.077365823249812421 0.016321309157315982 0.039261424562671045 0.027202898703098388 0.075162023935457012 0.039915994393813221 -0.032135620043581684 -0.039378848591233251 0.01413022168729069 -0.08056890779885055 -0.046575572005542833 -0.065095921633327336 -0.080538503088964361 -0.087524205047139758 0.05094759528285752
leaf_weight=20.220799203802017 30.474971176852705 54.199928939386155 4.4001244689570731 77.944259233190678 21.227654930946301 124.91724555473775 12.496548718459961 62.31238620950171 26.062223193002865 36.822869885199907 23.920458730193786 14.252096524112856 25.221867637475953 13.984813000148277 108.67142137184419 18.698635063978145 38.675849379680585 26.796256196917966 11.828092217489028 5.3985421182587769 4.9994327635504296 3.4830180017743251 57.996587878180435 91.825884367477556 11.55594435753301 16.559204729917838 54.097505093119253 35.811046061804518 22.158491821814096 26.213381253633997 12.957300463225691 9.3634216249192814 35.962159478687681 8.1196140928004734 18.724724956264254 19.759597909869626 20.499777779419674 74.435362845018972 12.296112351672489 27.90996842902678 8.9126978622516599 11.086993465753038 20.580463325779419 3.3676389902248038 9.549340063458656 5.6738307834602875 2.6930182999931276 22.303198053181404 14.143685494986128 30.751104365466745 23.366841474155081 16.616264099720865
leaf_count=1491 1917 9730 289 11895 3551 7629 2306 10923 2428 4216 2176 1355 1791 2330 16082 2625 2371 1463 1826 289 764 497 6956 19184 1392 2330 8411 2958 3625 4424 1261 1652 1266 830 1728 452 2276 6188 1914 4291 482 665 1908 321 1463 690 227 4412 1767 5354 4717 919
internal_value=0 -0.0477466 0.0516281 -0.0655835 0.00868314 0.065015 0.00630971 -0.0387349 0.0409399 0.0233356 0.0744756 0.0629057 0.0702436 -0.018826 -0.0822568 -0.0109113 0.055026 0.0304084 -0.0177827 0.00856374 -0.0518331 -0.0749678 0.0333472 -0.081597 -0.0889801 0.0515823 -0.00983676 0.0673724 0.00612519 -0.0584127 -0.0610439 -0.0174013 0.088735 0.0522055 0.0572143 0.0733908 0.0294507 0.0850815 -0.0136612 0.0456914 0.0648409 0.0548744 0.0180019 0.0315604 -0.0160273 -0.0560879 -0.0164555 -0.0619461 -0.0954312 -0.0662812 -0.0660194 0.0364543
internal_weight=0 764.36 727.941 580.779 183.581 561.938 166.003 222.52 158.551 147.805 403.387 222.748 181.7 110.628 358.258 96.6429 110.474 41.0484 87.7856 48.077 35.7764 249.587 78.2174 184.683 130.483 55.9469 75.289 74.4869 91.8579 111.893 24.5132 63.4609 180.639 82.0424 73.9228 55.7218 35.9869 99.6572 34.4546 50.0023 39.3877 15.4871 57.4033 31.2776 14.5488 64.9042 8.36685 56.5373 105.97 53.0543 85.6792 22.0148
internal_count=184007 119680 64327 97510 22170 41685 22642 36914 12195 16392 29490 20143 17325 16850 60596 14520 8559 2818 14195 3636 5778 44514 8447 33334 23604 4729 11889 5329 11663 20064 2653 10063 9347 9346 8516 1718 3230 7979 5539 6340 2399 954 6124 4612 2227 11180 917 10263 20951 9766 15640 1208
shrinkage=0.1


Tree=8
num_leaves=53
num_cat=0
split_feature=2 1 3 1 3 3 4 2 3 13 13 3 2 4 6 1 10 4 3 3 2 2 14 4 8 2 6 2 3 13 15 4 10 8 6 14 2 13 1 15 4 8 6 1 1 4 4 13 6 14 15 8
split_gain=282.247 69.9886 31.0834 28.4594 12.7089 11.5959 10.0551 6.77661 5.95653 4.27607 4.17617 4.16226 3.67736 4.25056 3.65674 3.26861 3.04512 3.03451 2.91494 2.72062 2.55496 2.54707 2.25745 2.12741 2.10854 2.00813 1.9567 2.53988 1.9472 1.8669 1.78684 1.74855 1.70626 1.64338 1.61959 1.60495 1.55432 1.50023 1.52375 1.47763 1.47061 1.42066 1.41871 1.39687 1.39163 1.37504 1.47836 1.35772 1.35161 1.33888 1.33423 1.32911
threshold=0.065630972385406508 0.20356213301420215 -0.013748899102210997 0.048118786886334426 -0.22354155778884885 -0.27118874667212362 1.4478914075060272 0.0043449075892567643 -0.26146291382610792 0.0059383530366258347 -0.27078588257160069 0.066998170688748374 0.19901959598064425 0.63465168607974198 0.24002593909642053 0.9802856743335725 -0.002125174044351552 -0.044215390627082511 0.14023208664730194 -0.028394352935720232 0.013848508242517711 9.1034453362226503e-06 -0.16272891323900593 -0.053588832294101246 -0.014909330570834928 0.0077850474044680604 -0.24580405555463994 0.00028268506866879767 0.048865067772567279 0.14701815729182466 0.30030987888767996 -0.044214014595598587 -0.011607328858198211 0.012096230799092099 0.21483338456396958 -0.29596184199184122 0.27749513089656835 0.096141128128200928 0.19048054516315463 -0.011558551342263143 -1.3295883461446245 -0.0029851490670517 0.21483338456396958 0.2957576215267182 0.67545679211616527 1.4527206573327875 2.1246048965242164 0.45519093715881315 -0.019592294719348109 -0.023142430968984867 -0.20909917655281837 0.0021749317641004346
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 40 22 7 14 10 43 -8 25 19 -14 23 48 21 24 36 -2 -7 -12 -1 -3 -9 -4 27 -25 -26 35 -30 -19 -17 -15 -24 -22 47 38 -27 -37 -5 -28 44 -6 -33 -23 -47 -11 51 -18 -16 -10
right_child=3 6 11 4 9 20 8 17 15 18 16 -13 13 33 50 32 49 31 -20 -21 29 45 34 26 28 37 41 -29 30 -31 -32 42 -34 -35 -36 39 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.089623523228958862 -0.016527224486742847 0.10104666631927568 0.016020177769854965 0.094150454999376451 -0.06052596626753786 0.027610206418074896 -0.16441102917225039 0.027331863104268037 -0.0458352421889964 -0.012476891495083948 0.079649511949702628 -0.065295871885205456 -0.099703471311032896 -0.07934122839492469 -0.018434236249788061 -0.00079020675618216712 0.088521169790289872 -0.047469566798401926 -0.066661661778619735 -0.068708393262325404 0.054863959967458853 -0.0067012527993470239 0.057873180548304273 0.079140095146808642 0.073616530233156549 -0.037126466789332388 0.072124971425802473 0.017982767630430909 0.024535689519252321 0.021780869282448 -0.1880792975391454 0.025974209313803009 0.045217964847409503 -0.05144527110581866 0.0063359401090931191 -0.026959590016366431 -0.057683321955962846 -0.010776234740284142 -0.14909557870626647 0.0017342966762282808 0.025863088465845448 0.095641832956977715 0.0066990989128017341 -0.019305888610470726 0.06282351888828698 0.094598588572913811 0.018043208855826495 0.057012948997498231 0.017370791761256284 0.032222921865490577 0.058573335493048842 0.06019112918317391
leaf_weight=19.518202824430773 11.70080689943279 50.554383806535043 10.122287947611765 3.6741992434836019 73.8646596903709 54.830629034462618 0.84599733480717887 14.860697728756348 13.971028504078278 53.677551771004801 9.3761809538118523 37.487000006614835 113.25345046550501 81.226004088501213 2.3271692207417791 12.568332432536407 26.186577306129042 2.6927500255405894 12.833664961697648 68.921509633646565 3.93410226915148 11.476125333923848 31.713591078965692 16.022896836046133 59.703668546226254 61.378424633825489 55.265040083526401 11.798694424447602 3.3283797623116693 31.144906768095098 0.43062839610502113 20.8947287753399 22.454891515197232 28.732672087848186 7.553916825218038 31.388546178015531 7.3465536401272393 26.008896444560378 1.224605921524925 41.872747087661992 21.847056039863674 48.740912920737173 13.478722562955225 9.2740759792650334 20.177673583239084 3.6523215441848143 8.1044752451125515 2.9497761090315171 6.5490889222710384 5.068342169513925 61.840240428806283 1.276418404188006
leaf_count=926 1702 3805 1841 225 14134 7629 14 1414 1441 9186 297 7373 25009 11829 142 952 694 253 2412 14384 349 480 2922 392 5933 11529 6254 657 433 4167 11 3910 1389 4054 475 4176 1547 4532 62 6162 2750 4263 1574 1592 3561 377 528 467 662 190 2717 111
internal_value=0 0.0344614 0.000668788 -0.0606337 -0.0297617 0.0237465 0.0584928 0.0664616 0.0334308 -0.040218 0.0541721 -0.0369318 -0.0794759 -0.0860931 0.076339 0.00979988 0.0571121 0.0484906 -0.0231987 -0.0611405 0.0100245 0.035704 0.0618201 0.0835675 0.0612823 -0.0261529 0.0768519 0.053232 0.0692226 0.00112134 -0.000584057 0.030975 0.0287155 -0.0720613 0.0479662 -0.00721693 -0.0144638 -0.0309727 -0.039358 -0.010563 0.0357523 0.0831601 0.0348612 -0.0559329 0.0440964 0.017922 0.0419314 -0.00884051 -0.0205929 0.079415 0.0557762 -0.0369002
internal_weight=0 861.824 358.178 489.302 185.468 221.957 503.646 382.117 121.53 159.946 64.71 136.221 303.834 223.212 246.549 56.8198 63.864 135.567 76.8075 80.6223 163.171 32.6091 58.7857 182.382 78.3234 98.7342 131.828 27.8216 63.4627 108.34 3.75901 57.2439 35.0232 109.959 39.2675 77.1954 63.9739 88.6119 62.603 73.2613 25.5213 104.006 54.5511 83.1387 41.0724 23.2329 11.7568 56.6273 21.7965 31.2549 64.1674 15.2474
internal_count=183888 94597 52143 89291 32313 26806 42454 35319 7135 29338 2580 25337 56978 40892 18230 4555 2566 17089 13612 16086 22483 1682 4323 15371 7791 17964 11566 1049 6377 14854 444 9298 2341 15883 3397 10687 11200 16123 11591 10338 2975 10517 9045 15726 7471 1385 905 9653 2214 884 2859 1552
shrinkage=0.1


Tree=9
num_leaves=53
num_cat=0
split_feature=3 0 3 14 3 15 11 11 0 4 3 6 4 14 4 3 11 4 4 16 4 14 3 16 14 5 0 12 16 4 4 16 10 11 3 5 11 8 14 3 14 6 5 14 4 4 16 8 5 3 4 10
split_gain=206.686 42.0178 22.8526 12.0585 11.0103 7.0206 6.57061 5.69357 4.18153 3.79021 2.86415 2.74323 2.64852 2.50804 2.57854 2.08298 2.02046 2.13535 1.85957 1.75738 1.64684 1.75296 1.59373 1.4732 1.40289 1.38046 1.37633 1.37124 1.33249 1.28609 1.2798 1.85695 1.26081 1.24326 1.20621 1.19063 1.14331 1.31466 1.12393 1.06079 1.0484 1.04796 1.05189 1.20882 1.02023 0.983785 1.1875 0.972078 0.959412 0.949922 0.944412 0.979347
threshold=-0.013748899102210997 0.0057063857093453416 0.24119252717355269 0.01056703525527829 -0.24184473144123328 -0.11657360991555238 -0.00085486944985462476 -0.002456278580039942 0.00030238796898629522 -0.35313558568130315 0.017552368808537725 0.24002593909642053 -0.10900561456624562 -0.094596088685042531 2.1246048965242164 0.020677588414400819 0.0033195046216089176 0.64893314604780827 -0.13135060374437998 -0.015877815236086033 -0.1586761661860718 -0.02065329406018097 -0.27118874667212362 -0.033201770943449845 -0.0071477140934824357 -0.23961630597903402 0.00077603882527910184 0.38464593368060879 -0.0054863134078902065 -1.4309424213553588 1.1150639787573788 -0.011087981202541218 0.0034975490360907103 1.0000000180025095e-35 -0.55684584379196156 -0.33821494807047842 0.10814915424083647 -0.0024776567100589703 -0.002318707819544972 -0.069076186046004281 0.18189256568724613 0.0018079886513365157 -0.24818211280421248 -0.090483923393085766 -1.0987164179996876 -0.22962738363966598 0.030548369634339066 -0.0072813973901421575 0.26696583355137343 -0.51098124065902073 0.34724708503545476 0.0006828117688191871
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 16 26 13 9 20 29 45 18 39 14 44 19 17 25 23 -9 -7 32 -14 -8 -4 -3 36 28 -15 -2 -23 -32 -22 47 -18 -25 37 -1 -20 -10 -12 -11 -43 -44 -6 46 -5 -24 -19 -27 -26 -52
right_child=2 4 24 10 6 8 11 15 12 41 40 -13 22 27 -16 -17 34 48 38 -21 21 30 33 35 50 49 -28 -29 -30 -31 31 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 42 43 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.031312059137168065 -0.08739334829069674 0.032210906864861479 -0.062106385788943064 -0.038036438767927623 -0.012446068562960086 0.10988466950128904 -0.017958631725140683 -0.038498702986406827 0.085075434080647411 0.00080510598343460607 -0.054105715286631662 -0.04402765022763841 0.06161687352807526 -0.014378767490919851 -0.023023886835036821 -0.044093056972438267 0.054681849953038125 0.042246011386453938 -0.0024368200645542445 -0.00040220539332292923 0.07860875141217756 0.074670806721097813 0.019605319688872063 -0.043057833323991004 -0.098663341306679739 0.084093888815275852 0.0094501988248890511 0.02720913660019153 0.014215406298420684 -0.019991283909190943 -0.068894002845685115 0.065071697735872597 0.11277349822559293 -0.01365970019681215 -0.0039285921552615274 0.017328286791640113 -0.095812001576504449 0.091147123576251807 -0.033598648319560352 0.044145357776237903 -0.072484275202504042 -0.015719234410206208 0.05168436052296578 0.0085854872393100971 0.042432354678099242 -0.046090087830071791 0.0030032570352891215 0.054602481795878857 0.0063858738769076891 0.055474306476528928 -0.10108098377804585 -0.07074175011928574
leaf_weight=10.554250971705191 3.201733025081924 16.891303375174175 24.207509754905914 16.734542495632926 3.5744685560348435 24.024277886841446 19.971082824253244 21.117329448748933 42.182574309161282 21.821057951397961 96.942324694118724 20.125782426483056 51.457150968839414 31.13723432792176 7.3273633979260913 63.036406320985407 4.7210087529238107 15.597381335275715 20.669141363046947 28.353281772924674 58.702594464353751 4.2883262809482385 12.805112054717027 3.4623137438320546 51.252117206669936 17.620730927897966 22.042384470689285 27.454265090593253 34.155319706056616 23.657034780793765 2.096801086794585 2.008711552945897 13.382869785651563 4.6673740227124645 13.54959059703833 53.127371997194132 0.52337106317281623 5.6400691844173716 26.294540721049998 7.5229359564254983 46.043164213784621 4.51011535571888 18.137603084091097 10.156401330168594 62.442645708655618 32.791460333071882 12.170355736332565 20.980703869019635 14.300976015918421 34.633702563209226 15.059443463193018 37.564629367290763
leaf_count=549 558 2065 5254 3371 355 955 3012 4107 3371 3692 22007 2728 3733 4919 692 14133 488 2095 4107 5338 2042 220 1266 455 10875 2063 2054 4300 5281 4340 56 45 325 750 1563 8145 24 282 5674 893 8339 625 2560 2057 7881 7211 2206 2020 1019 4050 1977 5761
internal_value=0 0.0355354 -0.0471378 -0.0353291 0.0157343 0.0654258 0.00585163 -0.0174624 0.0717033 0.00266823 -0.0522597 -0.0098089 0.0603634 0.0193958 0.0332122 -0.0320403 0.0418223 0.0474582 -0.00422818 -0.0166722 0.0868406 0.0799391 0.0501031 0.00538148 -0.0838837 0.0571138 0.0258743 0.00846552 0.000578988 -0.028078 0.0365827 -0.00335039 0.0849775 0.0346746 0.011254 0.0136215 0.0474969 0.0522274 -0.0198901 0.0788985 -0.060032 0.0177901 0.0290819 0.0362286 0.0394585 -0.0342347 -0.0207654 0.0413554 0.0251072 0.0651502 -0.0889473 -0.0794548
internal_weight=0 709.936 526.757 398.673 427.056 282.88 309.742 193.991 244.119 81.4839 204.682 143.65 139.616 166.091 73.3445 112.507 117.315 99.0441 123.524 49.4706 104.504 80.4793 89.9103 76.5608 128.084 69.1457 38.7601 92.7468 65.2926 26.8588 8.39384 4.10551 72.0855 38.4532 18.2706 56.5897 16.7177 16.1943 46.9637 49.7055 142.985 54.6252 32.8041 28.294 66.0171 61.6964 28.9049 33.7858 29.8984 52.2544 103.876 52.6241
internal_count=183888 79477 104411 80544 60892 18585 47549 37410 15676 13832 43134 24121 12033 23428 8928 23578 13343 11292 21393 9445 3643 2688 7769 11612 23867 8178 2909 14500 10200 4898 321 101 2367 4036 2051 8600 855 831 9781 4264 30346 8934 5242 4617 8236 12788 5577 3286 3114 6113 18613 7738
shrinkage=0.1


Tree=10
num_leaves=53
num_cat=0
split_feature=1 3 1 0 0 4 8 9 3 1 1 0 4 1 7 5 1 3 4 0 5 7 3 5 7 3 5 5 0 16 3 1 5 5 5 3 0 0 10 10 4 14 8 4 1 9 3 10 4 1 4 5
split_gain=181.731 38.6492 25.8904 12.5399 10.5522 8.19251 6.89279 5.92052 5.78698 5.39099 5.19117 4.60016 3.83935 3.51874 3.26065 3.01881 3.00375 2.90683 2.89173 2.65793 2.9139 2.28226 2.23257 2.18195 1.99246 1.83055 1.82266 1.72643 1.58245 1.55609 1.52411 1.40774 1.4618 1.57333 2.62446 1.64909 1.62909 1.42821 1.34161 1.51908 1.34019 1.31102 1.62429 1.26118 1.44878 1.44482 1.21022 1.18367 1.67019 1.16889 1.09014 1.48029
threshold=0.093511678278446211 -0.00068715028464794148 0.39416137337684637 0.011351765133440496 0.039954824373126037 0.38393049308876476 -0.0038321599760157894 0.053161545370228595 0.30452034063637262 0.016974087804555896 0.9390503764152528 0.0006424404273275287 -0.47459640465770564 0.013479621149599554 0.055806259735657178 -0.44033674657364152 0.97326731681823742 -0.44809938315302128 1.3582681137215487 0.0040671275928616532 -0.47843639149085387 -0.0022651919977572529 -0.083637153496965752 -0.067821899139175149 0.0023794414347489156 -0.29431685991585249 -0.063403246039750047 -0.032753980591227076 0.0005117829132359476 0.046227057310808173 0.12234023399651052 0.99614673852920543 -0.065561472328780665 -0.031199009074332432 0.25819436131492152 -0.42821997964347241 0.00077603882527910184 9.2212543677305816e-05 -0.00084209811047872296 -0.0012251494552134314 -0.29899944414959995 -0.053969568907144563 -0.00026177711794482685 -0.1912530692070917 0.65267792344093334 -0.021657273924018058 0.071260781667660936 -0.0020404441026293445 1.4478914075060272 0.0015953584224916997 -0.29899944414959995 -0.25167134153791609
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 7 10 17 14 13 -5 19 -1 23 18 25 -12 26 38 49 -4 -21 -6 40 -13 -15 -2 -8 -20 41 -24 -23 32 -19 35 -35 -34 -36 -37 39 -7 -11 -28 -43 44 -22 -45 -47 48 -18 -3 51 -27
right_child=2 8 5 9 21 6 16 -9 -10 22 15 12 -14 24 -16 -17 47 31 27 20 43 30 29 -25 -26 50 28 -29 -30 -31 -32 -33 33 34 36 37 -38 -39 -40 -41 -42 42 -44 45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.080740668638376756 0.045636616440587377 -0.092291675493544487 0.081669845840120034 -0.065232436650304801 -0.032605103655709365 0.040304871734284549 0.067031139004603099 0.082579104891453398 -0.086487925900904455 0.017318371888231578 -0.01551434952781041 -0.0068804550851953722 -0.016246649955797769 -0.054541016389416934 -0.0391141339749023 0.097706365526243955 0.082832731252947156 0.035623086799689438 0.012830125398608947 -0.029830867667890965 0.043888271296787858 0.0036562298874396218 -0.035796810430602836 0.054524791368969316 -0.028939805266637881 -0.021842476539191948 0.068813941946706259 -0.052690132473649481 0.0029892235982204897 -0.0059372376597444931 -0.04768922498951654 0.041518446519293338 -0.20286055464831612 0.068806194727948286 0.03875111076325969 0.10119501346804372 -0.013199167978532895 -0.042575605737702062 0.08165033348008012 -0.1021459735743539 -0.022367727017612804 -0.13931244801197371 0.052847922418774354 -0.02386084494656102 0.084019379924252735 0.050041575185682613 -0.021606027660087155 0.085054298288158081 0.034377087898561011 -0.068352422728296544 0.0052860518741212085 0.038432666213256826
leaf_weight=12.858376909367506 31.582096199079388 35.533727388232364 30.016729696748371 27.690930554872466 39.509499280396994 22.886026398162358 13.73788253898965 17.926546218659496 85.082958724973651 24.962080942917964 2.4513934149872503 7.9034933216025847 23.312810209976305 80.71344504975059 8.4124637059285288 57.191064405251382 13.516217642056292 13.644251724326748 4.7794748906744671 4.6715080575086168 17.295930642249004 54.684487532438652 52.004457014929358 21.55182919883373 48.882584561264594 4.7323381621972649 8.6496913316659612 25.142136263428256 16.51256488886429 26.276355605961726 6.4467062712501493 13.848649362073045 0.56698084145318706 5.8371281769941552 7.4815659985179073 0.748983828816561 30.928120773693081 7.0587307589012198 8.6889119198312965 0.75747802818659948 12.888182912924092 0.72016409179195773 1.0736658496316545 3.3482698671577955 18.907545169091463 32.252544964663684 2.5337704860139629 33.786811115220189 15.086760028963907 48.882040080170555 38.545899769858806 28.849749635301123
leaf_count=967 2961 8441 2352 6147 7931 1661 2551 827 17655 3331 132 790 4363 20579 778 5023 1004 2650 667 392 2263 10132 9950 2264 10849 551 248 3462 2083 4637 1443 1108 12 1388 299 24 3037 665 551 32 2745 16 31 398 2145 5207 443 1691 844 13510 6918 4076
internal_value=0 -0.0426492 0.0369139 -0.00906951 0.0104317 0.0528137 0.0398899 0.0292444 -0.0640241 -0.0255972 0.0693222 0.0271485 0.0140668 -0.0561832 0.0207055 0.0930496 0.0585664 0.022762 -0.0689749 0.0563293 0.0466861 -0.0138792 -0.016138 0.0380542 -0.0448897 0.0255636 0.0374041 -0.042223 0.0222711 -0.0257775 -0.00177067 0.0125427 0.00647778 -0.0010887 0.00643823 -0.0407865 -0.00306701 -0.0285874 0.0480632 0.0356685 0.00380096 0.052702 -0.024902 0.0515005 0.0648777 0.0387766 0.0448146 0.0723552 0.0573114 -0.0784465 0.0167654 0.0299318
internal_weight=0 538.465 614.889 209.449 230.69 384.199 215.531 130.049 329.016 143.822 168.669 65.6265 52.7681 243.933 112.123 59.6425 103.084 112.447 114.337 109.026 79.0096 100.641 116.131 29.4553 129.596 103.71 40.694 29.9216 26.9561 78.2808 61.1312 80.1144 66.2658 52.6215 44.2468 8.3747 38.4097 7.80771 32.3324 23.6435 37.8503 10.4435 1.79383 74.3381 36.2035 38.1346 34.7863 62.3898 28.603 84.4158 72.128 33.5821
internal_count=184224 110357 73867 35194 35617 38250 19895 16111 75163 26810 18355 8384 7417 57508 15284 5155 8468 11427 26080 13200 10848 19506 20663 3054 31428 14506 4929 4129 2378 14587 11575 9183 8075 5425 4724 701 3336 689 2244 1693 6076 295 47 10456 4408 6048 5650 3539 1848 21951 11545 4627
shrinkage=0.1


Tree=11
num_leaves=53
num_cat=0
split_feature=2 1 1 0 0 2 1 5 1 2 0 0 5 5 5 0 5 5 8 0 7 8 2 1 6 7 5 9 11 1 1 16 9 2 16 5 5 9 2 9 6 6 5 1 1 1 1 2 6 6 9 7
split_gain=158.643 37.9033 19.7556 7.37833 7.26931 4.90582 4.30094 6.88538 4.19378 3.7858 2.91946 2.90387 2.74528 2.62509 5.86825 2.62285 2.18209 2.17411 2.01952 1.99389 1.9936 1.85509 1.82778 1.92505 1.80591 1.5722 1.53965 1.44185 1.675 1.40823 1.37547 1.32628 1.29688 1.27903 1.27759 1.24216 2.83051 1.155 1.1398 1.10613 1.09496 1.07596 1.05774 1.04906 0.992581 0.965593 0.96201 0.959104 0.952473 0.952087 0.943187 0.935768
threshold=0.06154997646808625 0.12693275511264804 0.056541109457612045 0.0096473465673625487 0.0014679003506898882 0.13453858345746997 0.555779129266739 0.26696583355137343 0.063093338161706938 0.19901959598064425 0.014113632030785086 0.000398805073928088 0.24031226260091945 -0.037908233087746553 -0.038172765401165341 0.0012769218301400544 -0.44033674657364152 0.26696926871995269 0.0076207654632573741 4.8201127356151126e-05 -0.0030221425248327218 -0.005256924356053975 0.0017431120504625144 0.01402914756909013 0.25103207554053558 -0.0024746025502404554 -0.031199009074332432 0.12379578391586597 0.023557797484705115 0.99458584189414989 0.23441610485315326 -0.0071579386927633709 0.039047201959338994 0.0010845117503777149 -0.15579118379137122 -0.032753980591227076 -0.046464326421907558 -0.07101394817628949 0.99379184842109691 0.0073679640907854367 0.22661151266023052 -0.031086468022237922 -0.46006062560450262 1.717425129754702e-05 0.94659352302551281 0.11374805495142938 0.22630590945482257 0.013848508242517711 0.24612616567048898 -0.24275684003263251 -0.052386249744177424 0.0028232353919420152
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 11 19 10 24 13 22 15 -4 -1 35 14 16 -2 -8 33 -14 39 45 -21 -5 -24 -6 -18 27 28 -13 -16 -7 -25 50 -9 -19 36 42 -33 41 -3 47 -38 -11 -20 -27 -12 -22 -10 -28 -44 -17 -52
right_child=2 4 5 8 6 30 7 17 40 12 20 26 18 -15 29 32 25 34 43 21 46 -23 23 31 -26 44 48 -29 -30 -31 -32 37 -34 -35 -36 -37 38 -39 -40 -41 -42 -43 49 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.072733782159134661 0.10144841687054749 0.070718329665096932 0.040701675670551614 0.055860111908821175 0.027117464049904297 -0.053259124031953368 0.00050511574862955927 0.0011742026242220959 0.043449250049552461 -0.046409191532341444 -0.050462019523810665 0.0036296211469818689 -0.074622298557671538 0.080478045731029527 -0.056168193713211516 -0.093446377392932822 0.041083158847177614 -0.0087863825358467582 -0.074792319959157832 0.041310484924347406 -0.0084493612141926643 0.069058419437041829 -0.052099833060332515 -0.034661921449574085 -0.008924322939683366 0.057145282145640124 0.041069222746775741 0.11134254580732816 -0.075572080032377836 0.050789110805001973 -0.018917649114281131 -0.10638702061597148 0.010156432307330595 -0.071081028828352141 0.035574492401081043 -0.10365246790348222 -0.10804504914954945 -0.0064737132381650318 -0.090279874083351599 0.10521186761076536 -0.026871226719791797 0.0058694084699038029 -0.064816165598204606 -0.027593817112152648 0.084517864340255017 -0.013051647951764245 0.025236477350500171 0.0064877445891677668 -0.018342593442806449 -0.095458563419061407 -0.05874721246518097 -0.033931982342358662
leaf_weight=11.256059797466149 1.1218220561568149 22.923651730816346 11.592631933410301 2.6764678749968871 83.829705083400768 41.342864279529749 6.194782023318111 9.7124476162716729 8.2751036231566086 6.2982000079064155 15.934049096256787 19.730320383765509 35.183827776076214 41.227433319154443 6.0097415121272197 5.6544948006485347 24.425456219614716 7.6472276255371971 6.0731794540770379 39.705511293483141 37.071255444931012 61.720498968177708 24.600478572421707 35.80205947918148 16.656437753310456 25.087401981436415 21.903761337867767 1.058953407453372 3.0703087472356847 1.5321803260594604 16.280816010999843 1.1699587087641692 3.2686284412193336 3.2584199476987115 42.738134782179259 27.487335421576063 0.93412553973030288 45.171636029317597 2.2238677417626604 15.916966846212743 8.2744805846741638 6.4275131472240883 12.759340089120085 20.969008947598923 28.5776360478485 12.186198447539935 10.972350947922676 45.824697499308968 3.0669815673609255 52.847760090626252 48.504755894789923 22.265114851536055
leaf_count=776 115 801 1371 688 14316 10262 460 1002 1647 1079 3564 3244 5385 6192 418 830 3261 722 604 2804 7186 3620 6311 7834 2136 4729 2871 63 247 84 3572 140 736 410 3796 9665 349 9289 269 437 1310 1059 2419 3542 3782 2444 2261 8296 338 17340 12965 5183
internal_value=0 0.0295085 -0.0502597 -0.00317288 0.0468428 -0.0209003 0.0379753 0.0465844 -0.0137223 -0.0671934 -0.00601209 0.0269845 -0.0756182 0.0595035 0.050073 -0.0493331 0.0576348 0.0194438 -0.0588246 0.0656053 -0.01313 0.0582049 -0.0255173 -0.0275666 0.0211427 0.0621656 0.0164162 -0.0017513 -0.00708565 -0.0343716 -0.0435651 -0.0202098 -0.0514776 -0.0170488 0.0288409 -0.0851962 -0.0789498 -0.00903559 -0.0278409 0.0848951 0.00697056 -0.00880847 -0.0857545 -0.0382355 0.0717446 -0.0342681 -0.00074966 0.0121537 0.0337643 -0.0895182 -0.0541154 -0.0509504
internal_weight=0 669.045 397.399 231.881 437.164 145.38 296.897 196.411 171.795 252.019 87.7565 60.0864 171.204 133.055 91.8272 80.8148 84.2853 63.3562 62.226 140.267 76.1639 101.426 109.421 106.744 100.486 78.0905 48.8303 23.8596 22.8006 7.54192 57.6237 82.1437 79.693 12.9709 50.3854 108.978 81.4908 46.3416 9.58551 38.8406 62.3743 7.36164 71.9053 27.0422 53.665 28.1202 48.0436 54.0998 24.9707 65.6071 76.4244 70.7699
internal_count=184224 92024 92200 43054 48970 30660 41308 24856 35515 61540 16826 7539 41711 18926 12734 19829 12232 5930 9531 7662 15455 6424 24262 23574 16452 11772 6763 3554 3491 502 13834 17263 19714 1412 4518 32180 22515 9429 1677 1238 11253 1408 20838 4146 8511 6008 9447 9943 3209 19759 18978 18148
shrinkage=0.1


Tree=12
num_leaves=53
num_cat=0
split_feature=2 1 2 3 0 4 0 2 1 1 1 0 13 6 4 10 3 4 2 2 6 2 1 5 3 16 4 13 5 0 4 6 10 3 10 13 5 8 0 0 3 11 0 3 1 0 4 1 4 8 6 4
split_gain=131.725 24.0062 23.6716 10.914 8.54263 7.0971 4.92752 4.52543 4.10103 4.01198 3.98594 2.97862 2.88257 2.7594 2.68821 2.6817 2.37756 2.24316 2.72556 2.56219 1.94043 1.87445 1.8548 1.85084 1.63793 1.56829 1.5169 1.46297 1.43837 1.37988 1.54986 1.30063 1.25832 1.25229 1.2491 1.24792 1.23575 1.23353 1.20383 1.1934 1.18112 1.15813 1.15703 1.1426 1.12915 1.26257 1.18124 1.12395 1.12193 1.11157 1.07838 1.0429
threshold=0.043925283476710326 0.19048054516315463 0.13136230409145358 -0.071300665382295833 0.003475445089861751 1.4478914075060272 0.0021382319973781709 0.002084672800265253 0.091838218271732344 0.0074060710612684497 0.091838218271732344 0.0079612294211983698 0.10311282800790417 0.26066066525847503 -0.10900561456624562 -0.0048404242387387409 0.088538964046165361 0.64893314604780827 0.98072674870491039 0.40314342081546789 -0.24275684003263251 0.0061379268299788245 0.99239736795425426 -0.51958959194866827 0.26056471141055232 0.035051025948783225 0.68531867408011748 -0.12325291655118742 -0.04843545885421871 0.0037674601189792161 -1.2410005915375732 0.12496822016691074 0.010715528420002427 -0.88658642004884303 -0.017148455271708603 0.13598266141988577 -0.14982810315046322 -0.0029851490670517 0.00030238796898629522 0.0043764482252299794 -0.073643614014144973 -0.01437773630441257 0.0006424404273275287 -0.035836689174175256 0.99364647269248974 4.8201127356151126e-05 1.4527206573327875 0.53165322542190563 0.016761291045457316 -0.0077762682879772447 0.25103207554053558 0.71819424897676176
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 12 7 15 13 17 -6 24 -2 42 37 23 -7 21 19 28 39 -16 -11 -8 -9 27 40 34 -5 -19 -25 -31 44 -20 -24 -22 -12 -27 48 -15 -4 -23 -35 -1 -10 45 -17 -47 -36 -3 -14 -13 -28
right_child=2 5 8 10 9 6 22 14 43 16 35 50 49 38 20 31 -18 18 32 -21 26 25 33 29 -26 36 51 -29 -30 30 -32 -33 -34 41 47 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.082754844197677632 0.059501748073585506 0.083507704993271897 0.053070761339621936 -0.055192239500530017 -0.058798842945511444 0.012606902538770207 -0.015478257807413746 -0.0030477963464108069 -0.01081584465810484 0.030923364438810608 -0.015844739316188381 0.013003566758294578 -0.024661602971107824 0.066944172031258062 -0.026043390650583892 0.10004424621130587 -0.049635655525864492 -0.073991637835518556 -0.087273662335897118 -0.091975923592844192 -0.0027143020256246483 0.0066726408618074818 -0.13062048805979512 0.091871741260169767 -0.077318946446032794 -0.016588079730938999 -0.028333901761724251 -0.028558425519491167 -0.029980963792954108 -0.038611752953838979 0.057211642638118967 0.018348283395439546 -0.047558031912823005 0.0068780018621233709 0.024457710410907704 0.021709132179676172 0.020458561919031379 0.087829278157885285 0.031028537333060286 -0.063284306480128755 -0.021615471043554078 0.054315332456485788 0.040825611915285415 -0.046107435923141565 0.094491111200063024 -0.033460452147206075 0.051249644486042079 0.063866140579869876 0.054724150089738521 0.035768606477557405 -0.033467605763998078 0.027309842500380134
leaf_weight=15.103386197733927 14.285972950310677 22.641791536094388 0.88526322464167506 30.026276335995135 13.211069397617392 15.233172582811674 26.934350604482461 4.8031704491004339 14.30861959037429 19.365687959059869 31.590280039064965 39.990577216689417 6.0390438335161889 15.465783651219679 6.3202682191622435 4.1600547704147202 9.4728252821405459 9.431782295170704 27.424057944561355 60.210139372422418 5.1305914393160483 21.772746084163373 0.49453138932585972 11.880827403903821 11.189639679127138 12.006646569265284 5.7136265708541023 66.103172394190551 34.971077053778572 1.748052431619725 41.341387259762996 5.3582572923041871 11.356938687589716 11.722509008483033 11.032325927066266 12.272082092829804 35.853235281629168 49.975790813099593 23.652566757780733 48.454555950946087 45.763730647209741 9.1651347624720039 11.766545743717868 25.613327052380555 12.470447521423919 2.0248480150476071 8.5465597595321015 21.200390208105091 34.217600486808806 6.1022971238708106 5.6885883983486556 8.1527047698618826
leaf_count=894 1320 2001 168 8044 3426 861 3457 367 2945 3924 6984 7056 666 357 841 107 2433 3684 4912 20494 843 3520 21 1042 2865 2307 686 16215 6300 129 6060 140 1936 859 2423 2549 6452 5152 1640 14488 9800 792 1517 6724 374 86 430 4128 5366 871 768 2437
internal_value=0 0.0323978 -0.0406619 -0.016417 0.00428903 0.0477624 0.0244975 0.0562531 -0.0626625 -0.00609205 -0.0307346 0.0196784 0.04617 0.0680106 0.0416185 0.0472576 -0.00125784 -0.0687059 -0.0562977 -0.0781172 0.0261793 0.00214882 0.00197476 0.0564713 -0.0411139 -0.00268407 0.0326288 -0.0368861 -0.039355 0.0616712 0.0533101 0.0634533 -0.0756699 0.0239543 0.0431074 -0.00533319 0.011162 0.076335 0.0452518 -0.0611785 -0.0124964 0.0277209 0.0644324 -0.0334687 0.0723205 0.0534623 0.0349956 0.0503985 0.0662082 0.00571872 0.00720569 0.00437497
internal_weight=0 555.844 443.802 211.147 196.457 359.387 96.1099 263.277 232.656 157.446 151.181 59.9651 39.0113 145.954 117.323 47.7933 144.235 192.734 83.1839 109.55 57.5499 134.762 48.3165 59.7734 107.319 115.396 51.2296 96.1294 44.4029 54.9703 43.0894 32.5602 38.781 21.3822 37.3633 43.8624 47.8599 106.835 39.1184 49.3398 67.5365 20.8876 26.8699 39.9219 27.2019 14.7315 10.5714 32.2327 56.8594 12.1413 45.6792 13.8663
internal_count=183861 76409 107452 45801 35810 40599 7127 33472 61651 31862 36657 9144 3948 14516 18956 1998 28436 51982 16832 35150 11358 26003 5129 7598 27124 22079 10517 24259 9984 7231 6189 1137 6848 1672 7394 9533 8759 12519 1997 14656 13320 1651 2411 9669 997 623 516 6551 7367 1537 7824 3123
shrinkage=0.1


Tree=13
num_leaves=53
num_cat=0
split_feature=2 1 1 3 8 3 3 13 2 5 1 8 2 3 14 2 16 13 3 5 14 6 6 6 3 3 8 5 16 5 3 15 16 2 5 6 6 8 8 1 16 12 2 2 14 1 2 1 6 15 14 8
split_gain=108.495 26.3961 14.7702 11.5701 4.3576 4.27842 3.95128 4.39795 2.66011 2.05915 2.01866 1.96737 1.95543 1.94752 1.82604 1.61808 1.44951 1.74566 1.38706 1.35654 1.34843 1.22883 1.40215 1.31911 1.28127 1.21295 1.27153 1.16489 1.13026 1.12765 1.70158 1.1781 1.08024 0.952564 0.949609 0.922599 1.68642 1.66267 1.77875 0.967723 1.09782 0.896192 0.895482 0.89489 0.88994 0.911185 0.87223 0.862587 0.85591 0.803475 0.801906 1.03183
threshold=0.032387331128120429 0.033401638269424445 0.18488860875368121 -0.13615230470895764 -0.0060575093127299721 -0.097751412773504839 0.15064403717406097 0.023574749610009035 0.19235249608755114 0.26406633891483228 0.0017459478694945576 0.0099748433132404186 1.7722447410051249e-05 -0.055547859519720071 -0.22999457940816789 0.13453858345746997 0.020129053150307611 0.30369542587983106 -0.11862926924368365 0.23585682189790097 -0.15245071926343687 0.19851062646118053 0.015912054070704802 0.19966159345964965 -0.84922737015995142 0.10385453887283803 -0.0038321599760157894 -0.23747700976400812 0.011946024157679582 -0.015599098479419383 -0.011071519926190375 -0.19730385518254415 -0.022571400217199059 0.002084672800265253 0.6072699865282648 -0.019594419778145408 -0.24275684003263251 -0.0053837089774770516 -0.0055126976927309017 0.99754780530929577 0.065871630883948665 3.4126847524524928 0.15694727003574374 0.0015983495977707209 -0.15574042520142514 0.93039646744728099 0.010152211412787439 1.717425129754702e-05 -0.019592294719348109 -0.23031527485615608 -0.02824228696330466 0.00078462629977896204
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 20 9 14 7 15 13 29 -7 -10 -11 -2 49 32 17 -9 21 -13 -3 22 35 24 28 26 -12 -22 -23 30 31 -4 -5 -28 -35 36 46 38 -37 40 48 -32 -29 -16 -33 -46 -6 -21 50 -1 51 -39
right_child=1 3 4 6 18 10 -8 16 11 12 25 19 -14 -15 43 -17 -18 -19 -20 47 27 23 -24 -25 -26 -27 33 42 -30 -31 41 44 -34 34 -36 37 -38 39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.021481192207173819 0.0041842745058115784 0.05635612867002187 -0.014865566296893326 -0.039822334402470523 0.052691480358992362 -0.077829078457266734 -0.059047156842341311 -0.023808964963265008 -0.077681601386746471 0.050272846168165963 -0.013901533526257915 -0.068114490924640433 0.004466734481569189 -0.050759524203926522 0.055858191084418744 -0.054839946007506579 0.011129127666596272 0.032572058298209021 0.043125646530343183 -0.069343107991616346 -0.0072123448445151192 -0.12303264784111508 0.089662665254087837 0.056034516201691011 0.031741394699088626 -0.047055873286940685 0.057897909305815225 0.033744586262157414 0.036878498649096945 0.062446186073251225 0.001343285882019538 0.060127181488991502 -0.014545698524498519 0.0047849506344539924 0.10893206639199171 0.042392395307994948 0.081928668988622361 -0.017409283902163397 -0.23181140427439628 0.095744963877317554 0.11059294661905797 -0.12668081834218886 -0.014158053020915846 0.014284354364442926 0.019029614990387651 0.055264526473210007 -0.01944165410325813 -0.021199351017137463 0.058253538719829891 0.075046648373450389 -0.06608737445107396 0.077213123646931434
leaf_weight=0.93603132906719011 7.2375920058766487 11.457238968079762 3.4719917228212571 29.993702758441941 24.462566699192397 3.7005355801957185 28.379763525963426 35.863757492455989 90.706444533854665 12.453654195880516 34.641753503841755 23.722962119929434 36.893376566789811 59.167427734360899 6.1001168477960155 26.066534377314383 41.382669599122892 6.4680618438869706 59.358915985281783 4.9005537398625192 13.1247389272321 1.1512532737106083 21.9362665170338 26.978741279475798 6.1487733585527149 5.7079464222915695 4.0113899153730008 30.777611757497652 0.70016068592667569 20.136993814447123 7.2964282178436397 22.596018409210952 38.8004520799077 41.257432755017362 0.87694837150047433 0.48320739332120866 32.407742025330663 3.0252197119407356 0.43749881722033279 3.2484799114754415 1.6069232439622272 0.57345591110060912 4.4588560728225266 33.860328303671849 17.310208732291365 11.600757640364462 1.7908589920261864 15.417571248777675 3.9795689524325999 9.9978605137439427 1.4364376538433123 1.8391533754765985
leaf_count=85 1183 1201 427 7077 1400 992 8426 8583 27065 724 7007 7945 3870 17462 853 7979 9283 1503 9661 537 2078 31 2964 1482 260 1594 863 4952 17 3433 1359 2634 8980 9492 85 51 4437 149 13 149 140 44 1065 5257 2914 1422 244 2889 638 815 78 69
internal_value=0 -0.0338254 0.0343993 -0.0131999 0.0461795 0.00740133 -0.0243959 -0.0188838 -0.0611759 0.0322251 -0.0056799 -0.0692532 0.0160406 -0.0447716 0.0305781 -0.0336242 -0.00217716 -0.0151843 0.0558442 -0.0518702 0.0255312 0.061573 0.0673931 0.0454651 0.00977731 -0.00257794 0.000574161 0.0182106 -0.0627802 0.0418437 0.0352269 0.0414506 -0.0255735 0.0114423 0.00699714 0.0608355 0.0666562 0.0395203 -0.0898067 0.0474824 0.0341715 -0.00824725 0.0276789 0.0206526 0.0452506 0.0335939 0.0477612 -0.0328612 0.0220575 0.0667618 -0.000902298 0.0185155
internal_weight=0 467.926 464.415 266.773 323.325 141.09 206.955 178.575 201.153 132.333 90.196 134.748 49.347 66.405 50.8943 94.8607 83.7145 42.3318 190.992 44.0411 59.8184 131.633 96.6539 34.9789 8.00019 86.4955 80.7875 48.3612 1.85141 82.9859 62.8489 54.979 68.7942 46.1458 42.1344 74.7177 58.6612 16.0565 0.920706 15.1358 11.8873 7.86988 35.2365 39.9604 51.507 28.911 26.2534 20.3181 10.2804 10.9339 6.30081 4.86437
internal_count=183861 118208 65653 61127 38610 27043 51831 43405 57081 16827 20033 38436 4594 18645 7010 24036 19369 10086 21783 11371 9296 12122 10332 1790 308 19041 17447 8095 48 12233 8800 7397 16057 10440 9577 7368 6081 1287 64 1223 1074 1403 6017 6110 6970 4336 1644 3426 934 900 296 218
shrinkage=0.1


Tree=14
num_leaves=53
num_cat=0
split_feature=2 0 1 1 4 3 2 3 0 6 2 4 3 8 13 8 3 6 0 3 1 16 0 3 1 8 1 4 1 6 2 8 2 7 13 1 1 3 2 7 0 3 6 7 8 4 2 16 4 14 3 2
split_gain=89.7355 25.3714 15.2819 11.6162 6.52508 4.28383 4.17801 3.8044 3.29281 2.33757 2.24381 2.74272 2.21451 1.76769 1.6646 1.5567 1.53384 1.50774 1.50109 1.47772 1.3405 1.28006 1.22979 1.20813 1.19504 1.19151 1.18093 1.15549 1.1295 1.11038 1.09335 1.00392 1.00219 0.967583 0.924725 0.924586 0.923921 0.914355 0.893154 0.881413 0.868167 0.856821 0.863592 0.832572 0.924392 0.875497 0.87096 0.832517 1.01021 0.830207 1.40001 0.822721
threshold=0.065630972385406508 0.0026470606680959467 0.18488860875368121 0.056541109457612045 1.389589453132986 0.0028076250746380542 0.0053905111271888026 -0.17408449854701755 4.8201127356151126e-05 0.25103207554053558 0.19901959598064425 0.35874075095985236 -0.24184473144123328 0.0017943834245002269 -0.096500938732279842 0.0050082593418569231 0.19267043797299269 0.24002593909642053 0.0010978706413879993 -0.53267566912109021 0.99239736795425426 0.011127920937301925 0.011351765133440496 0.22375930659472945 0.98324471712112438 -0.0015077569338954322 0.061142936348915107 0.68531867408011748 0.75791621208190929 0.20267467164648628 0.66617757081985485 -0.0060575093127299721 0.30132879316806799 0.029829812270471271 -0.3206294559027798 0.21089317649602893 1.717425129754702e-05 0.048865067772567279 0.0031726334709674124 -0.023259979925864645 0.017945881932973865 0.091309667448513224 -0.19846686223778395 0.069648176394529346 0.039711668559799879 -0.17104292486530676 0.0015983495977707209 -0.081497745808142938 1.4110257689297534 -0.016911421546550755 -0.37635799066629255 0.0040220827795565137
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 10 6 19 9 22 49 25 18 30 43 33 -9 -13 26 24 -2 -3 41 31 -5 32 28 -4 51 -11 37 -23 -12 40 35 -14 -28 -16 -17 -8 -33 -26 -21 42 -6 45 -45 -10 47 48 -47 -1 -51 -7
right_child=3 2 4 7 20 16 17 14 12 27 11 15 13 -15 23 36 -18 -19 -20 21 -22 29 -24 -25 39 -27 34 -29 -30 -31 -32 38 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 -46 46 -48 -49 -50 50 -52 -53
leaf_value=0.08930493950380089 0.093384439049661427 0.050457582386712468 0.054276621093257517 0.060602999939055428 -0.037135468438290263 0.033241683316320846 0.026666805341612698 -0.047329336891189365 0.079504129975229487 0.05003379077573579 -0.068577071577052492 -0.068455593836215342 0.024643713986485509 0.068823357753296691 -0.016382639055730935 -0.070594446736351665 -0.065209433634265859 -0.0075849967432200186 -0.043816224467424447 -0.0044067732504564317 0.017073752129544616 0.013882860877519373 0.0061298039237708303 -0.058999613391654472 -0.21564209707764223 0.082900701923692449 -0.082810465296037791 0.002628351415778728 0.053909405339682297 -0.01974700589756069 -0.097763963079011459 0.052514628938184253 -0.048021857333673208 -0.043567592039567102 0.0060829430480851023 0.013487159026902085 -0.033466216232148523 -0.027726864052816914 -0.0053148909197374 0.024099904462612801 -0.04319203127160226 -0.084867623359443048 0.001640684308648836 -0.040262820163210436 0.068351520631596149 0.060093538223836979 0.02618958416989204 0.067108713794651206 0.0016933476424558201 0.070075209835824617 -0.10426612387357465 -0.035089688409266406
leaf_weight=32.002944031672087 0.7921292440732931 5.9317579529888453 40.703480735712219 5.8440184323408202 9.2701924401335454 1.8332278547895828 41.979911060494487 26.202076229177692 19.994083563651657 10.024838977386027 26.094837615750293 37.800147695394116 29.891403520756285 9.588593872584168 38.431827373469787 8.3088236196199414 9.9305085923697316 13.535464017166303 60.781021007520394 9.8665503776028363 18.535494664334692 61.691164740543172 14.163104838575235 6.3394073381969056 0.3269774466753006 22.820474627820658 1.2465931869010116 10.540583781606982 15.555251026591575 11.659608190086145 25.781024344991238 2.8631595037877551 7.2225333580390716 2.2191137931367839 15.728806851635452 14.171461552075924 34.905171555874404 3.3218644013832082 36.612658443744294 0.27055054588708927 13.901634865844242 1.7723704922536843 15.047354166599689 1.7237500800983974 1.4074188156519083 7.6346861170604807 8.8237882729154062 40.771456207643496 4.8341905864654109 1.9658045829273763 0.5831968895799936 38.456433895982627
leaf_count=1247 86 787 8003 619 1374 471 8982 7644 1784 1156 10037 9980 3560 1071 9821 1008 2992 2083 18504 1762 1727 12562 2923 1972 2 3696 265 888 3698 1918 11241 714 2377 246 3754 3522 9582 766 7969 63 2844 211 2070 150 61 569 1180 2646 285 80 25 11491
internal_value=0 0.0239335 0.0108046 -0.0430388 0.0303113 -0.00814342 0.0397897 -0.0174397 0.05755 0.055093 -0.0578289 -0.0651449 0.0500841 0.0311806 -0.0260025 -0.0536255 -0.0289546 0.0226205 -0.042025 0.00167059 -0.00347935 -0.000454254 0.0220805 -0.0175465 0.0292736 0.0645797 -0.0226495 0.0257597 0.0306675 0.00853371 -0.0831105 -0.010878 -0.0131379 0.0199084 -0.000523954 -0.00833382 -0.0406307 0.022669 -0.00109902 -0.109507 -0.0271068 -0.0180829 -0.0131575 0.0593287 0.00866702 0.0612596 0.0553612 0.0601858 0.037486 0.0849284 0.0297456 -0.0319674
internal_weight=0 574.867 413.427 306.838 203.705 209.722 159.079 112.374 161.44 84.0894 194.463 132.89 126.888 41.6991 92.3673 81.0141 67.1956 74.99 61.5732 142.527 44.6254 136.595 20.0071 66.1652 61.4546 63.524 57.2651 20.5654 60.857 73.3508 51.8759 63.244 59.8258 32.1105 16.9754 52.6033 43.214 45.3018 39.4758 0.597528 23.7682 26.0899 24.3175 85.1894 3.13117 82.0582 62.0641 53.2403 12.4689 34.5519 2.549 40.2897
internal_count=184468 95152 82248 89316 34719 47529 29337 28878 12904 13743 60438 41848 11552 4877 25336 20570 18973 15594 18590 28556 5382 27769 3542 17692 13511 11699 15981 2044 13446 14480 21278 13289 15720 3806 4019 13343 10590 9748 8683 65 4606 3655 3444 6675 211 6464 4680 3500 854 1352 105 11962
shrinkage=0.1


Tree=15
num_leaves=53
num_cat=0
split_feature=2 1 3 3 3 1 4 9 13 7 5 13 1 1 4 2 4 16 2 3 9 4 9 9 7 1 11 2 15 1 4 5 4 9 12 4 1 4 13 13 4 13 3 9 5 12 1 2 13 16 13 4
split_gain=76.7116 24.6255 11.2467 7.34325 3.66326 2.95382 2.96454 2.83042 2.68111 2.64513 2.53772 2.96696 2.36747 2.0742 2.53773 1.83725 2.08545 1.67636 1.65206 1.55765 1.55583 1.55503 1.55095 1.52723 1.4795 1.43596 1.36103 1.28806 1.22324 1.21608 1.10028 1.20342 1.09317 1.07757 1.03781 1.02915 1.3445 0.945831 0.907006 0.835746 0.829169 0.824883 0.928093 0.806203 0.796943 1.48834 0.790793 0.869495 1.04096 0.788094 1.0243 0.767314
threshold=0.019175410270690921 0.024050584062933925 -0.10093817114830016 -0.25069062877446407 0.064969863276928677 0.085583716630935683 1.389589453132986 0.020226837180618542 -0.049505102139626896 0.055806259735657178 -0.39497388646500414 0.023574749610009035 0.88836827874183666 0.0017459478694945576 1.1881237945252632 0.00064516568090766679 0.38393049308876476 0.010320136744808004 0.97356241941452037 -0.58329920168034721 0.053161545370228595 1.3198216966718455 0.047212886077898926 0.090005633998904863 0.061881638497521797 0.9802856743335725 -0.017048187140176887 0.31416980922222143 -0.093460805715591941 0.53165322542190563 -1.2410005915375732 0.41543199428503791 -0.044215390627082511 -0.052386249744177424 -0.20405044909224598 1.4110257689297534 0.90088230371475231 1.4400084191572693 -0.22328270322257507 0.29639141000086966 -0.17104292486530676 -0.15035135601573579 0.39244102232623851 -0.038304193278562819 0.038887306243429016 0.32349767757812481 0.0010789097868837418 0.0017431120504625144 -0.33827358246267758 -0.020867992278514443 -0.3206294559027798 -0.077236221750209805
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 7 15 8 46 10 9 23 19 11 34 30 14 -2 16 -1 29 -16 -3 24 22 27 49 35 -8 -18 -15 44 39 38 -32 -14 -6 -7 36 -17 -20 -12 -10 -21 -35 -43 -19 45 -28 -5 48 -48 -4 -51 -29
right_child=1 2 4 5 33 6 25 -9 17 -11 12 -13 32 21 18 20 26 43 37 40 -22 -23 -24 -25 -26 -27 28 51 -30 -31 31 -33 -34 41 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 47 -49 -50 50 -52 -53
leaf_value=0.08895388415396735 -0.085566016569136413 0.050207618026962601 -0.045478092018496091 -0.068114483742024681 -0.095690801098625655 0.010275181132583617 -0.01716276648780856 0.055185138598199082 -0.026601222185145375 -0.073194982861232882 0.097945035900837071 -0.051637773949087362 0.092791443975808685 -0.042315765324818712 -0.01841683939617839 0.0306067145726318 0.020273767690582103 -0.04677960516515748 -0.03100898859518203 0.018081770461236022 0.081626833697816759 0.0015242976881274441 0.033155864602455572 0.081612099635182331 -0.052156163007191662 0.021691858488889427 0.071628116390363247 -0.093840309107014769 0.064580212787945054 0.030812898935531654 0.039941935911986838 3.0839278869549341e-05 0.053381863849021029 -0.060651211528627805 0.10939704136546385 0.0002170145935494164 0.067198590233211453 -0.074583535665110612 -0.058362818231823876 0.011799891518052778 -0.0073867275876066596 -0.024299497358767391 -0.063735856817883935 0.0095803166261080284 0.045403587056265411 -0.093041277592314051 -0.1075549097258576 -0.0017021031658913058 0.0494551787879473 -0.063789283105988012 -0.014422919838124732 -0.057481541360800519
leaf_weight=21.953238796646474 41.742401281706407 11.144375768852113 27.396133298543646 1.5570814589882491 3.6442380737134945 2.2721952692954801 15.128014552057719 18.929531151268748 44.421397560625337 3.4738291161775114 0.4300159742124382 6.2787903767894022 9.1005774531913612 46.132107753670425 11.650493201595962 31.62594121224538 10.492035414295968 2.6408045422285786 6.6975939959520501 37.182454990572296 7.7837034886761094 6.4057118797209105 2.1747405133937709 1.16820742546406 1.9148066121269938 25.557019102532649 0.87754435243550633 9.0229448597938262 50.5488275517273 4.81137885586213 50.463067982949724 8.8846140191599243 31.704485804119031 13.588164658910499 1.9629017055558486 6.6576535577769382 14.741646741138537 19.850027032080106 2.1837337439937974 6.4856658316239182 19.463397342486132 30.900763722675038 7.3949904618984865 56.18873381591402 3.6575433255638927 1.4051286497560793 0.43842834729002778 38.155754388793866 5.8816847838206732 4.9818200830268351 26.509881345589747 16.720778366983723
leaf_count=2040 14647 1863 7942 505 669 207 2217 1744 11722 400 24 697 1550 15889 2291 5178 758 444 1464 6416 444 1596 627 159 208 2530 85 4652 3262 1191 11569 943 5877 4990 149 677 2359 3282 219 1507 5249 10580 2574 13744 217 100 51 9045 1379 1317 7332 7887
internal_value=0 -0.0251137 -0.0090968 0.0363438 -0.0208269 0.0237569 0.0304013 0.0208312 -0.0137093 0.0116945 0.0387162 -0.00806561 0.0435029 -0.0570962 -0.0685128 0.0529381 0.0621871 -0.00473514 -0.0498465 0.0160624 0.0398105 -0.0457402 -0.0498282 -0.0308199 0.0338618 0.00724328 0.0533931 -0.0523466 0.0595364 -0.017163 0.0311708 0.0339688 0.0622074 -0.0431961 0.0564792 0.0369843 0.0422614 -0.0636181 -0.032164 -0.0217065 0.00933127 -0.0394777 -0.0319405 0.00703714 0.0165513 -0.0296726 0.00153026 0.00399446 0.038295 -0.033074 -0.0222637 -0.0702804
internal_weight=0 480.723 320.326 351.656 230.132 199.998 153.965 90.1936 174.604 71.2641 113.28 10.5139 102.766 160.397 79.9405 151.658 88.9343 114.548 38.1981 67.7902 62.7238 80.4563 74.0506 60.056 54.94 40.685 66.9811 71.8758 56.489 55.7184 61.9614 59.3477 40.8051 55.5282 4.2351 53.0252 46.3676 26.5476 2.61375 50.9071 56.6459 51.8839 38.2958 58.8295 5.94022 2.28267 46.0329 44.4759 6.32011 58.8878 31.4917 25.7437
internal_count=184468 132178 79843 52290 64171 36962 25982 15672 45358 13928 21235 1053 20182 52335 21684 15328 6462 28608 7037 13528 8866 30651 29055 16750 8422 4747 4422 28428 3664 14420 12755 12512 7427 18813 356 8214 7537 4746 243 13229 11665 18144 13154 14188 402 185 10980 10475 1430 16591 8649 12539
shrinkage=0.1


Tree=16
num_leaves=53
num_cat=0
split_feature=2 3 1 1 3 8 0 1 3 11 4 4 2 2 8 11 6 10 4 1 1 8 12 3 3 14 0 6 4 14 6 11 0 11 6 6 4 3 7 4 11 7 4 4 1 4 8 2 10 2 1 4
split_gain=62.0565 22.874 11.7567 5.43162 3.80619 3.00352 2.46722 2.29367 2.16773 1.92438 1.87022 1.62717 1.98139 1.73468 1.60657 1.49832 1.48381 1.26751 1.24689 1.94131 1.37674 1.21601 1.18181 1.14748 1.12218 1.11585 1.09518 1.08139 0.971754 0.923481 0.911306 0.889313 0.806072 0.793129 0.894315 0.79022 1.08861 0.772293 0.765737 0.761182 0.752601 0.748291 0.725938 0.725658 1.92906 0.798277 0.68294 0.661023 0.65364 0.645883 1.05139 0.624562
threshold=0.086256217211484923 -0.25069062877446407 0.11374805495142938 0.048118786886334426 0.016549351799767468 -0.0084965014098083037 0.00030238796898629522 0.48821304738521581 -0.10777541808784007 -0.079848087683249649 0.34724708503545476 0.34724708503545476 0.40314342081546789 0.98072674870491039 0.0035991179023504732 -0.028957116862158409 0.25957918039168121 0.0068534968567764074 1.4478914075060272 0.77753600478172313 0.97326731681823742 0.0032786983154964302 1.1028670695080756 0.55231676358380366 -0.029557444853708145 -0.19159012874096462 0.026115574873983863 0.55756759563321812 1.3582681137215487 0.28515967954365351 0.25103207554053558 0.0036977148498240444 0.034589977934956558 -0.022194368922946402 -0.033068598909394738 -0.24580405555463994 -0.044215390627082511 -0.51098124065902073 0.0016616465326864738 -1.2210630085886791 0.0073890530410952735 0.031246492232237629 1.4282020682522976 0.67956184934220354 0.555779129266739 -0.11698268230766233 -0.00078336211380661009 3.6640558391809468e-06 0.00076392522063249983 0.0034361842554062609 0.97700297832489025 -0.76150007483907023
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 9 14 43 33 41 32 -2 27 12 29 28 24 -16 18 -15 19 -8 -20 -10 47 51 26 -18 -3 -9 30 39 -13 -12 -5 -1 -35 36 -21 -24 -33 -11 -32 -7 -36 44 -4 -46 -30 -22 -44 -37 -51 -6
right_child=3 2 5 8 23 7 16 10 21 11 31 13 -14 17 15 -17 25 -19 20 35 22 -23 37 -25 -26 -27 -28 -29 46 -31 40 38 -34 34 42 49 -38 -39 -40 -41 -42 -43 48 -45 45 -47 -48 -49 -50 50 -52 -53
leaf_value=0.08905606655678544 0.061933621465109091 0.010946560447680822 -0.0069201992419404322 0.035774719091029014 -0.04582625341694662 0.019354568717544929 0.036578819727450543 0.065786179699025421 -0.041501880026102049 -0.0072394591834252899 0.031855139897960905 -0.060518330290421564 -0.088158659951268217 -0.081000366942434246 0.077716848349261902 0.0060582909823308738 0.049697117270767657 -0.040873630138344968 -0.016480064962005814 0.11189471303493868 0.079322692750260076 -0.012719867639606662 0.036103588089188135 -0.092916469072085658 -0.024871005550802645 -0.0055010341740271695 -0.020114329522610618 -0.051152577697343785 -0.057562524605654822 -0.092433853804613247 -0.0057423774148091192 -0.12658993557979337 -0.0088054625384022586 0.072063739734259127 0.057889434494446924 0.083148258044433335 -0.007253559198618701 0.10051427655016397 0.022380530923005487 -0.052691083027170682 -0.061868317642034522 -0.02007202725916284 0.0071416668693360334 -0.0082443908353429934 0.063804684765178352 0.020801231095403879 -0.0059312565025240963 0.0025815629688622156 0.063342114489087151 0.060907163442879608 -0.065023989267075741 -0.023381548429339413
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internal_weight=0 561.213 377.335 226.224 186.054 191.281 183.878 123.994 81.7208 144.503 69.3005 143.132 65.8555 77.2769 130.009 44.372 120.981 32.5044 103.855 80.8615 22.994 64.7193 16.5656 56.0452 85.6367 17.126 46.7924 28.6438 44.7726 37.6628 27.4914 40.6567 17.0015 62.8964 52.8183 32.1349 3.82672 7.49697 1.35459 32.5226 11.0867 54.6937 27.7903 67.2872 40.6715 18.5149 17.2812 9.06862 9.83895 28.3082 7.52681 52.7826
internal_count=184229 107190 86385 77039 48840 37545 20805 25360 24929 52110 12876 51710 29320 22390 30208 10132 17570 7931 16018 13997 2021 21146 1334 18632 20076 1552 9911 5832 14459 14506 10965 7044 3783 3235 2820 5688 432 619 194 13079 2125 12484 1368 12185 7771 3271 3494 715 341 5256 1680 17672
shrinkage=0.1


Tree=17
num_leaves=53
num_cat=0
split_feature=1 1 9 1 9 8 9 7 5 5 11 11 7 11 10 5 16 8 5 5 10 12 9 6 6 6 16 1 7 9 6 5 6 8 6 1 11 6 6 14 7 5 15 6 5 16 9 12 11 16 6 15
split_gain=52.062 13.3874 6.89954 6.21992 3.78277 3.24345 2.67002 2.94555 1.70433 1.32987 1.18983 1.12194 1.09086 0.991213 1.17186 0.988567 0.982693 0.895309 0.888572 1.0488 0.859884 0.878433 0.843695 0.77406 1.50578 0.829698 0.830393 0.7522 0.751138 0.725656 0.708559 0.695014 0.687309 0.71612 0.739435 0.78862 0.927904 0.681918 0.676247 0.675686 0.672188 0.66962 0.612473 0.67395 0.596084 0.673599 0.570445 0.553464 0.612161 0.551955 0.547055 0.626578
threshold=0.11138183623552324 0.0083260871469974535 0.047212886077898926 0.4462116807699204 0.047212886077898926 -0.0060575093127299721 -0.026645329636561552 0.0019745510352515041 -0.37124817485055794 -0.17633128093911177 -0.079848087683249649 -0.0037629898083384032 0.11266940472070366 -0.0007991564724644664 -0.0017037318177654283 0.18096186112449833 -0.028656809003232784 0.0097500906779627253 -0.48986738203785324 0.26406633891483228 0.0096828384415559906 0.26042006974332149 -0.0031085072465135998 -0.24275684003263251 -0.246672518169926 0.25103207554053558 0.027832519943145364 0.0017459478694945576 0.0010680961440422685 0.012868140125096685 0.25957918039168121 0.0220575144460201 -0.02905918791096709 -0.0061979584561886935 -0.0024544540936139842 0.99239736795425426 -0.017048187140176887 0.58809973304825847 0.1299589258728627 -0.28623318322376073 -0.0089976238041870864 -0.47843639149085387 -0.047349447058105253 0.34154892793245489 -0.13178818047964555 0.083153978017249566 -0.006829722675640834 1.3681168676892692 -0.0048890311382165305 0.038969268199510902 0.26066202452910742 -0.31863525119808939
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 4 11 18 9 8 47 -3 -1 22 16 14 15 -7 -13 27 28 32 21 -21 38 24 -10 26 -25 46 29 -5 44 -4 -20 34 35 36 -34 -11 -2 -6 -35 -24 -17 -44 -9 -46 -12 48 -8 -41 51 -27
right_child=3 2 31 5 39 13 7 30 23 37 17 12 -14 -15 -16 42 -18 -19 19 20 -22 -23 41 25 -26 50 -28 -29 -30 -31 -32 -33 33 40 -36 -37 -38 -39 -40 49 -42 -43 43 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.096109509611288862 0.016733543782960943 -0.078939958874876648 0.071083863396390876 -0.031572128172293157 0.086551227408473153 0.052888697829034395 0.045962012289512258 -0.013050283955098052 -0.020339249989380821 -0.025808249362476943 -0.092818866701889949 -0.016300934326751056 -0.090154207025651689 0.029665190767249751 0.063917150228228484 0.05673390119500038 0.0071710655430684113 -0.043947254279307707 0.048271694357502705 -0.016228106262766127 0.075966754383622936 0.018419005406474662 0.071221008794545043 -0.041232876746901445 0.062786568027437359 -0.098884293850995411 -0.019917612913146154 -0.048844742640347188 -0.093382681920654978 0.073281185349220831 -0.026809825073884953 0.025492890389851419 0.10224125022630076 -0.21938372543835102 0.035567594404559547 0.057251419781616103 -0.038707345711042465 -0.18236916699687231 -0.025555051549314218 0.060392408175653438 -0.011205120347132665 0.023775552818300301 0.022936074509209047 -0.096884553881654234 -0.00093400691549941686 0.021113585405880597 -0.065153864068815376 0.098424019637211424 -0.015587758698213798 0.00085185456269001088 -0.029151971540104484 0.019827517944979917
leaf_weight=0.49614782034768623 10.218782182069846 9.5884191874210973 8.8078779689967615 1.9639801249722943 5.962039412901504 39.664065336553904 2.9018716494902037 25.650288562745118 16.207324151888319 12.252382031176236 9.6066042145657757 25.562464014345096 1.3441834175027896 26.828034856438535 43.52808006216037 5.8651024846476529 58.90712349522255 35.798724779338954 21.036002667860885 9.9100696074892749 2.023562914444482 27.835591426497558 3.4591707260697175 61.287423404746733 2.4999381860252461 0.46034863928798575 26.118365737498607 23.255428529279925 1.085847162758 0.97212893981486548 10.87728852136024 5.4294259520975166 0.50732669391436491 0.20078028924763203 22.734015917912984 1.6068529443436999 4.2604392817302168 0.26771354579250406 5.9791545030166153 4.6590349719335773 0.54247211019174102 20.935387025587261 20.983756665547848 0.46308678283821691 54.601043849414964 18.552113811409072 35.437907171770348 0.81787778154830437 3.6046398661565027 2.3347727777290856 6.2989973292233117 6.3938122799445392
leaf_count=157 2643 1810 1128 177 345 7238 530 8496 4587 3002 2715 6200 194 5452 5808 587 14774 11405 4687 1228 277 2945 289 23529 448 49 9155 10654 99 60 2227 980 80 10 4793 193 642 32 1282 424 92 4520 1793 73 14821 4649 12394 177 1120 284 1903 1072
internal_value=0 -0.0256507 -0.0139799 0.0270933 0.0103933 0.0371229 -0.0177154 -0.0146034 -0.0249953 -0.0509351 -0.0560621 0.00511482 -0.00136542 0.0469406 0.0511293 0.0428038 6.59763e-05 -0.0568035 0.0228763 0.0249175 0.0127424 0.00931913 0.0188089 -0.027871 -0.0091822 -0.0313456 -0.0348688 -0.0635289 -0.0230414 0.00337393 -0.00260719 0.0537506 0.0344247 0.0246444 0.0271336 -0.00295997 -0.0233886 -0.0294072 0.00111274 0.0618172 -0.0712148 0.0305498 0.0281332 0.0202716 6.15838e-05 0.00466114 -0.0710879 0.021786 0.0119131 0.0405677 -0.00791754 0.0116217
internal_weight=0 377.212 272.617 371.373 139.362 232.011 258.38 236.271 126.591 22.1085 104.595 126.406 85.8138 137.332 110.504 66.976 84.4696 104.099 94.6791 90.6571 39.7692 37.7457 40.5925 119.266 18.7073 100.559 87.4058 68.2999 4.02196 2.93611 109.681 14.2373 50.8879 29.8519 29.1086 6.37462 4.76777 12.5201 16.1979 12.9558 0.743252 24.3946 27.3119 21.4468 98.8034 73.1532 45.0445 7.32439 6.50651 6.99381 13.1532 6.85416
internal_count=184229 117040 79715 67189 30955 36234 77607 72763 42570 4844 37325 29902 21168 20951 15499 9691 20974 37168 15283 14947 4450 4173 8734 40743 5035 35708 32684 25763 336 237 30193 2108 10497 5810 5708 915 722 3034 3925 1053 102 4809 2453 1866 27966 19470 15109 1827 1650 708 3024 1121
shrinkage=0.1


Tree=18
num_leaves=53
num_cat=0
split_feature=2 2 0 0 1 1 6 8 1 1 0 8 6 6 2 8 1 8 13 6 9 15 2 11 0 13 8 13 9 2 9 10 8 2 11 6 9 6 0 6 13 2 1 6 6 0 11 6 10 6 14 1
split_gain=47.4306 12.0128 8.33413 5.31392 3.7238 2.71447 2.31711 2.16579 1.93405 1.45767 1.35494 1.26055 1.09504 1.00957 0.986203 1.67851 1.10846 0.98032 0.964502 1.83338 1.41393 0.958801 0.924635 0.911608 0.897919 0.912303 0.99247 0.841172 0.829921 0.792348 0.739405 0.691959 1.07366 0.966491 0.684595 0.683975 0.698437 0.669232 0.658786 0.811314 0.643499 0.639275 0.630952 0.623926 0.611998 0.647957 0.638925 0.608546 0.608322 0.606132 0.592247 0.75186
threshold=0.030939479358494285 0.12226423248648645 0.00030238796898629522 0.0057063857093453416 0.18488860875368121 0.034949094057083137 -0.24275684003263251 -0.0019822164420216139 0.093511678278446211 0.30779457092285162 0.0096473465673625487 0.0072886419940847479 0.19297188238818627 -0.246672518169926 8.4049202996538966e-05 -0.0020805917983986516 0.99364647269248974 -0.014485251515480437 0.16849227029584243 0.25850380743316242 -0.038304193278562819 0.13069864529003675 0.002285117632709444 -0.011212141363006993 0.02554513514041901 -0.16885277550059855 -0.0010556287234135635 -0.043403079375301717 0.014079303920727039 9.1034453362226503e-06 0.020226837180618542 -0.0052041176385504758 -0.00052386106372366873 3.6640558391809468e-06 0.0064982463289686493 -0.085315840070483012 0.011460708360468853 0.25957918039168121 0.0050157061778008947 -0.35298923508839569 -0.055643746572085685 0.47875228524208074 0.99754780530929577 -0.25242007380371451 0.22661151266023052 0.1738715544342995 -0.0069757864619715447 -0.019594419778145408 0.0014484313322112024 0.21901491733711817 -0.030847289658732079 0.99685788154602062
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 28 23 10 30 13 12 11 18 40 41 14 38 15 16 -8 -16 24 20 -20 -13 -9 -2 -7 -26 -27 -12 31 -14 -5 32 33 -1 -19 -25 -37 -29 -6 -40 -4 -3 50 -41 45 -24 -47 -18 -43 -42 -33 -52
right_child=1 8 4 5 6 9 7 22 -10 -11 27 21 29 -15 17 -17 47 34 19 -21 -22 -23 44 35 25 26 -28 37 -30 -31 -32 42 -34 -35 -36 36 -38 -39 39 43 49 48 -44 -45 -46 46 -48 -49 -50 -51 51 -53
leaf_value=0.097072148985988246 0.080074157904667959 -0.048549592295204391 0.041711851368361724 -0.041790329049233604 0.026827677149433848 0.0036493989030349145 -0.028617603465506236 0.059038293632143218 -0.023329582403503264 0.017978766755067363 -0.021135016167171033 -0.044665790410224858 0.055889481679642208 -0.042702276609709711 0.016621515253489576 -0.23471472493113837 0.019500852371733643 0.047482387159263957 -0.057965276955602267 -0.063592046254910328 0.023421678360877371 -0.0058933391544169359 0.045594673850884601 0.055217695662777115 -0.043885504681097524 -0.030065861830960494 -0.0053801416258446614 0.0074791314389563036 0.079017264381342128 0.0047284706307950918 0.0067342604822242247 0.060429293706833191 0.070699399955316586 0.0056178801402999206 -0.053736328744781348 -0.013583095848301236 0.049311194248451956 -0.027049279063491874 -0.026143315201292202 0.049267807868117221 0.019226823832793977 -0.08136567701037678 0.093920638636291839 -0.025755399590130547 0.0033802222069821662 -0.1327161556342604 0.02086382718167952 0.095999582082660462 -0.057541447432092357 -0.020779197595002991 0.032571006506360155 -0.11910103543172289
leaf_weight=1.2977795376209567 4.7620752675284193 33.08722734040839 9.697140550502807 35.874513252823817 11.180369085923308 18.293780763777249 4.3088288733706559 31.217468952541822 30.692911503172581 18.884527782955047 21.175407054963216 42.468713585655678 3.310018711956217 4.4472357264603479 17.158744530912372 0.27274760330328618 4.0934215734596364 35.927779173776798 2.3607849456748289 3.374133484059711 20.866521182268116 7.511380746967915 19.725821568616091 5.6906574317254135 14.197051874347379 28.496391451404634 38.001455747147702 41.362737389175891 14.89223002460494 33.5833899177278 3.4363416339765527 25.509384996432345 5.5784036996337809 9.5328327502211305 0.66697836443199676 4.8262729461985119 2.7617898367607268 6.476906029158271 7.9482628085243077 3.4139181463397108 18.504998691827499 17.828199480026342 4.7828333230863782 1.6241727608430618 5.361815898506392 0.38588232549955137 0.81275003412156255 1.3826009644981239 27.700636724601281 4.7450648943067781 3.9324723810423192 0.33908552443608631
leaf_count=47 388 14306 1654 13489 1278 3878 643 4768 10205 5163 6184 16272 204 437 3833 10 416 10280 342 593 5422 2681 5193 924 4330 8312 10379 11470 863 4210 1141 1375 417 732 125 918 271 1345 1286 784 4142 7934 231 233 907 44 253 202 12420 679 319 11
internal_value=0 -0.0253747 0.0261103 -0.00917 0.0187871 -0.0142549 0.0271755 0.0319113 -0.0459035 -0.00791329 0.00341527 -0.0512874 0.0230632 0.000987782 0.0309909 0.00224581 0.00926041 0.0363668 -0.0118086 0.00509375 0.015112 -0.0388429 0.0473949 0.0425943 -0.0163509 -0.0208848 -0.0159639 -0.00454998 0.0582053 0.00934301 -0.0375475 0.0520998 0.0351243 0.0167161 0.0456126 0.0290649 0.00936935 0.00279618 0.00905298 -0.00626542 0.0200937 -0.0591885 0.0601368 0.0250765 0.0335371 0.0412553 -0.0297837 0.0390611 -0.0668984 0.0110525 0.0546589 0.0200918
internal_weight=0 361.115 354.649 201.826 288.784 183.786 186.822 158.208 159.289 144.475 101.962 128.596 100.705 28.614 63.8111 10.0576 9.78485 53.7535 125.59 26.6014 23.2273 49.9801 57.5037 18.0408 98.9887 80.6949 66.4978 69.0151 65.865 36.8934 39.3109 50.9728 16.409 10.8306 36.5948 13.2787 7.58806 47.8396 24.1667 12.9864 32.9472 78.6161 34.5638 5.03809 26.2863 20.9245 1.19863 5.47602 45.5288 23.2501 29.7809 4.27156
internal_count=183943 119368 64575 55550 60580 53049 35106 31088 63818 38419 25474 53613 19923 4018 15509 1271 1261 14238 33256 6357 5764 18953 11165 2501 26899 23021 18691 18999 3995 4414 14630 3132 1196 779 10405 2113 1189 12815 3581 2303 6475 34660 1936 1017 6397 5490 297 618 20354 4821 1705 330
shrinkage=0.1


Tree=19
num_leaves=53
num_cat=0
split_feature=2 3 2 3 2 1 5 2 5 5 8 2 1 14 1 5 3 13 5 3 1 8 16 1 5 1 16 13 1 11 13 8 8 2 13 16 11 1 16 7 5 2 2 14 3 15 7 8 11 13 5 8
split_gain=41.1088 12.7633 6.48179 5.33557 2.92327 2.1908 2.00688 1.47783 1.70722 3.17199 1.45792 1.41436 1.38604 1.34698 1.27844 1.7042 1.24083 1.15511 1.61334 1.13551 1.03104 1.02892 0.98424 0.939031 0.917913 1.07677 1.16637 0.901167 0.893444 0.975094 0.840889 0.834141 0.825975 0.818665 0.796501 0.946447 1.23758 0.780227 0.709063 0.696475 0.657969 0.656239 0.650537 0.648881 0.648709 0.646079 0.636391 0.952202 0.88684 0.629258 0.619682 0.612988
threshold=0.030939479358494285 -0.064940269105136381 0.002285117632709444 0.26056471141055232 0.10544429719448091 0.024709054268896583 -0.06177035502149314 3.6640558391809468e-06 -0.037908233087746553 0.25819436131492152 -0.03679041981726109 0.30132879316806799 0.11855407431721689 -0.18691640289167702 0.99754780530929577 -0.038172765401165341 -0.25069062877446407 0.087151199662820089 -0.44033674657364152 -0.33200671710073942 0.94659352302551281 0.015418439926478093 0.020129053150307611 0.42733810842037206 -0.22378534786498094 0.99614673852920543 0.041067880776145989 -0.1790402060833601 0.9538685977458955 0.00063905918479945729 0.17846760877253923 -0.014071743278387611 0.0034948649780159984 0.99557068943977367 0.22759016492891587 0.052637269160408694 -0.025021556018590976 0.99685788154602062 -0.032334091763311389 -0.00018603667489601748 -0.096143762198504207 0.00015671153232688087 0.31416980922222143 -0.20146489288841093 0.19267043797299269 -0.041328376073772904 0.0023794414347489156 0.0035991179023504732 -0.0017539259070094217 0.33678028111331731 -0.14700112903184689 -0.0431388275639756
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 6 4 12 -4 17 46 13 51 -7 19 22 -9 15 -15 21 -1 23 27 -20 -12 -3 43 25 -22 -27 -2 -17 41 38 -11 42 -34 35 36 -21 39 -14 -33 -36 -30 -6 -19 49 -16 -8 48 -48 -18 -29 -10
right_child=1 3 5 -5 32 10 7 8 9 31 16 -13 30 14 45 28 44 18 20 34 24 -23 -24 -25 -26 26 -28 50 29 -31 -32 37 33 -35 40 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.069194110426536809 0.06982800691520745 -0.030792235204856567 -0.021174697812315402 -0.062732409464425459 -0.038886267145274156 -0.018886328889424226 0.076104814859563594 0.037499826668003132 -0.0011929627720731247 0.0011669801629726367 0.025665567659320057 -0.031344357400598204 -0.035533260230353664 0.018781531216256697 -0.028578608335719975 -0.027229411721807525 0.0099888577878458392 0.11212905808878043 0.025722406272153317 0.061999465700219948 0.069101265343799789 0.068524828506476593 -0.0089895184336217428 -0.065317069113727685 0.09557135043466021 0.02264617605568385 -0.15094801093007967 0.00056854624401111618 -0.14595775575492573 0.056688852117816269 0.038065532350497311 0.036772020804403505 -0.027061869299939957 -0.076741258867992532 -0.0080319428246148072 0.02442386961491852 -0.014691919827875228 0.062640676355796163 0.0073717328356569817 0.012059095753232838 0.054096349386261303 -0.02768810438482712 -0.061971017939664252 -0.053344430445613406 -0.039619252141225136 0.10115778609654789 0.020822350137674851 0.086204622912740669 -0.12855570745382347 0.032393517114372543 0.037560501061081518 0.072086708034494351
leaf_weight=27.131424292369047 5.1793402981711578 51.233106514884639 18.730242406138132 53.198913843942137 29.025331852906675 11.580164012193562 9.6059692622802668 5.9186501654330668 1.2142564899404558 14.555319058999883 29.677134694769848 7.1794593637805511 5.4701164348935043 3.7214899950340623 0.56338083004811768 3.0133982907282171 80.714718935303608 0.62932648870628327 10.94531275159534 2.262924579132231 5.1457378420745981 6.902586699317907 34.772987789334366 2.1086146012530662 6.1598966327001063 1.9310229385009736 0.46551618259400118 7.5532843451801517 2.2895134766586134 0.33227371098473657 5.8469794129450738 21.824888219562123 47.258104699805699 3.5574722061064667 2.442184500512667 12.093917549446813 27.232269191623349 5.8455443541461127 12.907072066453109 23.917142678867098 5.5952140398221655 0.60078589082695533 21.274975817766062 0.36064004898071589 2.341634335123671 1.1450504043605167 3.0955487259197985 2.1296434518881142 0.43801293661817808 14.83142673957809 11.292696050052649 18.892003066033794
leaf_count=4482 547 17947 6439 21287 11769 1838 429 534 183 1792 6234 2832 1529 565 27 254 20466 30 2832 300 859 644 10351 187 1797 291 43 1513 90 25 1628 1929 20200 1323 724 2626 6749 375 3698 2193 1181 52 11047 59 728 69 165 78 13 3839 2117 5034
internal_value=0 -0.0238024 0.0252246 -0.034428 -0.0272988 0.0110093 0.0386856 0.0313867 0.0271065 0.0328952 0.0151389 0.010973 -0.0160307 -0.00129073 -0.0209978 -0.0347201 0.0180712 0.0545116 0.0401195 0.0151045 0.0486672 0.0337822 -0.0219809 -0.0277635 0.066939 0.0433866 -0.0119281 0.0329418 -0.0666117 -0.10309 0.0050953 0.0223109 -0.0395776 -0.0305652 0.00646046 0.000885631 -0.00877456 0.0282742 -0.00542105 0.02386 0.0352422 -0.12169 -0.0486684 0.051969 0.0121951 0.0585201 0.0604283 0.0336843 0.00176054 0.013472 0.0227488 0.067664
internal_weight=0 345.376 338.758 264.545 211.346 164.778 173.98 119.103 103.834 86.2492 146.048 80.8313 110.23 17.5845 11.6659 9.95746 134.468 54.8775 27.7461 73.6518 24.6475 36.5797 86.0061 3.09858 13.7022 7.54228 2.39654 24.0253 6.23597 3.22257 24.2242 66.1429 101.116 50.8156 49.6265 41.5891 29.4952 51.5876 18.3772 45.742 8.0374 2.8903 50.3003 0.989967 97.8878 1.70843 15.2692 5.66321 3.53356 95.5461 18.846 20.1063
internal_count=183943 119368 64575 100779 79492 40188 24387 13807 13122 11506 33749 18589 35153 1616 1082 986 31911 10580 6098 15757 5822 6878 28298 276 2990 1193 334 4177 421 167 6855 6289 44339 21523 11580 9675 7049 4497 5227 4122 1905 142 22816 89 25033 96 685 256 178 24305 3630 5217
shrinkage=0.1


Tree=20
num_leaves=53
num_cat=0
split_feature=2 0 1 0 3 1 13 9 4 1 9 7 11 4 2 4 3 3 1 13 1 1 4 2 4 4 4 4 2 3 3 0 11 1 9 7 12 1 1 1 9 11 9 7 2 16 1 1 2 3 3 2
split_gain=34.8437 14.863 7.5277 3.20493 2.54016 2.50995 2.12855 1.87983 1.59086 2.94335 1.70045 1.38711 1.29652 1.77462 1.29048 1.31493 1.25504 1.20064 1.16225 1.1594 1.13829 1.00236 0.988072 1.22507 0.916531 1.01702 0.853883 0.823294 0.798197 1.02993 0.889644 0.797036 0.775673 0.772239 0.783506 0.737177 0.98597 0.715253 0.701521 0.693715 0.777174 0.720026 0.685122 0.679402 0.676216 0.675067 0.674952 0.664209 0.660257 0.654799 0.641961 0.701086
threshold=0.10347547009587289 0.0057063857093453416 0.091838218271732344 9.2212543677305816e-05 0.048865067772567279 0.066186595708131804 0.12520149621363888 0.072159319408613268 0.36676774871084922 0.81446409225463878 -0.021657273924018058 0.051324470486606787 -0.018760317368165722 0.63465168607974198 0.0027097421698272233 1.2109382820598991 -0.14620969258248803 -0.0013721846044063566 0.0040734414942562589 -0.10369407039404477 0.0010789097868837418 0.81446409225463878 -0.1912530692070917 9.1034453362226503e-06 1.389589453132986 1.4527206573327875 2.1026252360912285 1.4478914075060272 0.10140989720821382 0.064969863276928677 0.34613354856446682 0.00030238796898629522 0.054251255260317044 0.99754780530929577 -0.0038007793772561606 0.005861013158573034 0.81762938415866937 0.36190281808376318 0.99364647269248974 0.48821304738521581 -0.012182619486831565 -0.016343023610952617 -0.0097850623536506979 0.0025971084257616025 8.4049202996538966e-05 0.089699131549097741 0.97326731681823742 0.98324471712112438 0.00028268506866879767 0.21488733915612104 0.26056471141055232 0.99557068943977367
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 21 16 12 14 11 9 10 -8 17 -2 18 15 -4 -3 22 -14 -18 50 42 32 -24 39 -26 27 44 29 45 -30 -20 -5 34 -29 36 -36 -7 -17 41 -41 -25 -1 -38 -23 -16 -27 48 -11 -6 51 -15
right_child=5 2 6 7 49 37 8 -9 -10 47 -12 -13 13 20 28 38 19 -19 31 -21 -22 26 23 24 25 46 -28 33 30 -31 -32 -33 -34 -35 35 -37 43 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.0008541331466601573 0.002046647599615196 0.016866636505355293 0.040420344901985109 0.050799926085108853 -0.030624394452794135 -0.025820524141844547 -0.025947071248921618 0.080411503962226974 0.0080640412700855764 -0.015303485214968413 0.031346768511922155 -0.028062858557804604 -0.081593326165304514 -0.025333166809787439 -0.0030994938723306787 -0.02302615122143176 -0.031993967358127894 -0.042054221726633499 0.13861705561683463 -0.0067877795332460557 -0.015296249887282272 0.078815758973361086 0.05271213015251635 0.08110880758490574 -0.023138345548562238 -0.020552286023402894 0.082622695177450106 0.074470664780361351 0.0020578339180983389 -0.04039360603646816 0.19199244780173247 -0.053074857575271563 -0.044812524284611133 0.07828021579864558 -0.077143625644433889 0.076455112996751243 0.063338818391884058 0.0086446087278691224 0.024274576202324816 -0.027836010818620471 0.041532877602617632 0.0051952516217930013 0.089924887192961725 -0.069565764599469254 0.02523892150914846 0.026279400331925273 0.037013259518267186 0.10919657810518074 0.069537387315234053 -0.061434639206579093 -0.062451757383034247 -0.068893433605026352
leaf_weight=0.92181824572617266 4.9299497748979766 16.685027138832083 17.499393196019813 25.79263247731615 22.672554293425492 38.160850702663083 6.1272789542126693 7.0586397996958103 30.276062059463584 1.0075288535153948 33.089559976033343 4.3460946965933536 20.421298746307002 16.001031411287844 60.111329327035492 6.9976653828343824 23.846167677013 2.2808191376425375 0.20185397111344983 77.610660343898417 16.59184805276891 6.094196221645694 13.49492697737878 1.3431422277499248 8.9988825770851708 2.7171657697472247 6.2368023993330999 1.0645649679936466 0.55132557319302478 6.6640130658779517 0.42915993928909302 38.321490802032713 0.86441676318645377 1.468761514581274 2.3816343332873648 0.66813437873497594 1.1988364779390392 7.1400286566422428 5.6519731829903321 1.7101976735139022 25.981492655177139 15.315196872201339 13.729176497385193 0.54587056639138598 3.870655337232165 8.9731356380143534 8.0040256979118549 4.0836186184315002 9.6132517477553829 9.9547303254330455 15.38276861313352 4.8046159965306279
leaf_count=103 1614 3462 4057 4529 9314 13994 1238 575 7555 133 8608 652 12478 4519 15929 1214 8090 546 17 22786 7175 304 719 233 682 471 202 47 162 1984 1 21995 101 45 82 20 45 2495 697 305 4592 3429 839 16 449 2156 803 906 2360 3985 4016 1511
internal_value=0 0.0130188 0.00134373 0.038585 -0.0153609 -0.0403755 0.0145248 0.0304229 0.0264146 0.0367122 0.0223875 0.0272274 -0.0481334 -0.0503476 0.00515537 0.0226785 -0.00853679 0.0294879 -0.0622788 -0.0127167 -0.0370065 0.0637653 0.0310604 0.025342 0.0195642 0.00162503 0.0509078 0.0393971 -0.0017336 -0.00290357 0.0871115 -0.0520076 0.047672 0.0139044 -0.0024196 -0.0197022 -0.0355304 -0.0203871 -0.0018874 0.0275369 0.0372338 0.0113952 0.0843284 0.0214773 0.058086 0.000722146 0.0224141 0.0748441 0.0614771 -0.0400528 -0.046948 -0.0354422
internal_weight=0 497.933 341.844 156.088 150.769 161.956 191.075 117.908 84.1973 53.9212 39.2168 110.849 116.655 111.725 106.878 30.149 118.142 106.503 58.9446 101.457 52.7803 38.1805 104.222 77.565 64.0701 19.7201 23.5295 17.2927 76.729 75.7485 0.980486 38.5233 26.657 7.3278 5.85904 4.79448 4.12634 45.3009 12.6496 44.35 27.6917 16.6583 14.651 1.74471 9.96485 69.0845 10.7212 14.7044 10.6208 32.6273 36.1884 20.8056
internal_count=184240 114426 94637 19789 47637 69814 47000 17637 20800 13245 9846 17062 53325 51711 26200 5968 34338 16410 34490 30876 17221 2152 15864 11234 10515 1956 1210 1008 20232 20069 163 22012 4630 255 210 163 143 16489 1911 8559 4897 3662 942 61 753 18085 1274 3399 2493 13299 10046 6030
shrinkage=0.1


Tree=21
num_leaves=53
num_cat=0
split_feature=2 0 1 3 2 4 0 1 4 0 3 1 3 7 15 4 10 1 6 2 1 6 6 1 6 0 7 7 14 6 4 4 10 16 10 14 14 3 6 7 16 4 15 1 10 4 2 4 12 6 4 1
split_gain=30.6888 12.5088 6.39297 3.05774 3.02089 2.9919 2.10928 1.62254 1.61563 1.43669 1.4181 1.16041 1.07444 1.04803 1.02163 1.23373 1.57552 0.997663 0.993339 0.986832 0.984952 0.858998 1.26253 0.762601 0.757805 0.755983 0.754669 0.753162 0.752284 0.715048 0.704371 0.717082 0.786863 0.712754 0.672624 0.662057 0.661349 0.655051 0.653417 0.644948 0.630237 0.763261 0.627373 0.622498 0.616903 0.613563 0.594514 0.648329 0.990078 0.918495 0.652666 0.631104
threshold=0.087790511548519148 0.0026470606680959467 0.30779457092285162 0.055661723949015147 0.26669546961784368 0.67956184934220354 9.2212543677305816e-05 0.99614673852920543 0.64893314604780827 0.0067987707443535337 -0.14108781190589068 0.79709699749946605 0.29328900575637823 -0.0020626659228507654 -0.13763680693830577 0.46277894030807171 0.00022853065851094123 0.00021350251336116346 0.085287896148225281 0.5653846561908723 0.81446409225463878 -0.24275684003263251 -0.25242007380371451 0.12387522310018541 0.16753482128945804 0.045567573979496963 -0.061911942010281017 0.055806259735657178 -0.22999457940816789 -0.23748312565406146 2.1026252360912285 1.4478914075060272 -0.0061299063723914146 -0.084741316230106375 -0.014082588382934389 0.30624563308168701 -0.36527760062769926 -0.18038024660199878 0.26066066525847503 1.0000000180025095e-35 0.058344153829775071 -0.97841885180540411 -0.1768031739040295 0.99239736795425426 0.014024590422798229 -1.0000000180025095e-35 0.0017431120504625144 1.4479182887617477 0.18232114677857827 0.19965589716606749 1.4527206573327875 0.9538685977458955
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 10 9 11 20 46 19 -2 18 27 23 -12 38 28 -17 -10 25 37 42 22 -13 26 40 -3 -11 -4 -16 -21 31 36 33 -33 -23 -5 45 -6 -8 -40 41 44 -1 -18 -15 -22 47 49 50 -7 -49 -48
right_child=4 2 5 35 8 7 14 -9 17 12 13 21 -14 24 15 16 43 -19 -20 29 30 34 -24 -25 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36 -37 -38 -39 39 -41 -42 -43 -44 -45 -46 -47 51 48 -50 -51 -52 -53
leaf_value=0.00033794263480555224 0.03740978294872789 0.03594204362227945 0.025766214309709393 -0.032671790338226224 0.028393212010171157 0.060565919741314568 0.016556141852940322 0.04152386372528865 -0.050616783403250425 0.02807447915351487 -0.017698396611627112 0.061566874760605607 -0.059201229546118651 -0.013267625358007568 0.071993097757203764 0.011421670846792463 0.034554584627486513 -0.021648809658013378 -0.0070201717878733945 -0.039400816771033603 -0.077060848571687338 0.02310823942056061 -0.040166206799496937 -0.0047478787720035128 -0.017384484931924595 -0.0026053442036972092 -0.030400371427875453 -0.036329269484202446 0.040232388759973092 -0.083785266639705411 0.077575293605100251 -0.15350616229397529 0.030895027550410861 -0.0045648347367254292 0.060376389754780671 -0.098106342848609612 0.06612425204611018 -0.049895469670476644 0.012811636236489225 -0.095089520938395844 0.017018279432647162 0.0049159463080156928 0.0880036803210867 0.086303929440692442 -0.07188842556479462 0.063049763640625409 -0.0058467907008177174 -0.12043621730033399 0.006050174632485349 0.0038069823075047382 -0.028742945738727013 -0.049010260668768658
leaf_weight=0.86983684233564496 3.8841877020640814 19.820109887863513 34.233121472584571 28.085846946400128 1.1227128657337768 3.9364052658347672 7.6331331872643187 9.4374338453344517 22.813335315440781 2.3042123056075061 52.269231122974816 2.308214665070409 8.1136698625923582 9.0399842466504179 11.229294979344553 26.04476433525997 4.9343042577529541 24.905093230518105 13.752911115196182 4.5020473833537862 0.6604962038109079 5.989886488911 2.5483508621691717 20.829630126216216 19.726658962566944 6.8395574929891145 46.313123730054031 2.0563708556292104 22.519055675955318 19.812515105272723 6.1346162603003895 0.45059131388552476 5.2897911305772132 1.0277099808445198 25.953406470594018 1.6247524692080322 8.037456214209671 18.652934003378505 1.0272273045848126 1.1753828055061601 26.456039038530434 35.435707200997058 13.286962325364581 4.4457494228627183 2.2263163293246171 0.5626754075638043 10.349364788999081 1.0076652995776374 10.741238181828519 10.23058054379362 3.2719082495605107 5.0221725636511101
leaf_count=76 797 4355 9416 11778 414 1789 1091 1525 5597 871 16809 548 3386 1816 1450 3134 595 10897 2648 1968 51 1231 288 6761 4861 1608 19827 386 4168 15555 202 23 177 55 7274 426 623 10361 96 123 7194 12321 860 288 394 79 3330 58 1770 1115 603 1172
internal_value=0 0.0135638 0.00396799 -0.00653124 -0.0358491 0.0217516 0.0420447 0.00389808 -0.048286 -0.0218221 -0.00176107 0.0349372 -0.0247962 -0.00637383 0.0328625 0.0371494 0.0240952 -0.0355114 0.0148026 -0.0620921 0.0619936 0.0474499 0.00823291 -0.0207626 1.01955e-06 0.0260575 -0.0276198 0.0222316 0.0508323 -0.0756015 0.0487606 0.0376595 0.0128698 -0.0512343 0.0534046 -0.0363061 0.0557182 -0.0454295 0.00270088 -0.0450651 0.00469198 -0.00229448 0.0826243 0.0591973 -0.0249456 -0.012628 -0.00408411 0.00429909 -0.0101697 0.0196335 -0.0507377 -0.019989
internal_weight=0 457.692 342.363 215.277 173.253 127.086 115.329 53.9968 91.8086 81.4448 185.567 73.0894 77.5606 145.154 79.0089 69.1732 35.4248 47.7184 40.4126 44.0902 36.3201 36.7999 4.85657 69.447 92.8847 26.6597 48.6173 36.2895 33.7484 24.3146 22.1633 16.0287 6.76809 1.4783 31.9433 29.7106 9.26063 19.7756 9.83574 2.20261 73.158 46.702 14.1568 9.38005 11.2663 1.22317 44.5593 29.1878 15.0208 14.167 4.27957 15.3715
internal_count=184240 107806 94715 64210 76434 30505 13091 11362 44792 31642 52006 19143 30845 43395 10945 9635 4017 16494 8611 28298 2146 9341 836 27459 26586 5963 20698 9802 5618 17523 1210 1008 255 78 8505 12204 753 10775 1310 219 21725 14531 936 883 2210 130 9837 5335 2431 2904 661 4502
shrinkage=0.1


Tree=22
num_leaves=53
num_cat=0
split_feature=2 0 2 2 4 0 13 9 9 9 13 4 15 7 4 8 8 16 8 15 2 13 0 16 16 2 0 15 0 10 9 9 16 9 13 10 4 10 7 8 10 13 7 4 15 9 7 13 0 2 12 15
split_gain=26.7992 7.52319 5.02079 4.02701 2.54743 2.10092 1.67892 1.64075 1.53651 1.30635 1.26823 1.23367 1.1104 1.10779 1.0753 1.02866 0.940497 0.887566 0.798197 0.734852 0.713079 0.690442 0.886049 0.690037 0.687711 0.856352 0.67364 0.655497 0.654356 0.59354 0.586053 0.57893 0.572627 0.55997 0.553936 0.54805 0.545702 0.72537 1.02083 0.565154 0.707654 0.531005 0.529671 0.508948 0.502298 0.785352 0.505243 0.60576 0.507337 0.493962 0.560029 0.502791
threshold=0.065630972385406508 0.0010978706413879993 0.31416980922222143 0.0040220827795565137 0.67956184934220354 0.0050157061778008947 0.27597744647881195 -0.042123333623226962 0.0070283049585822353 -0.032442012033406527 -0.10369407039404477 0.63465168607974198 -0.10543456374820674 -0.061911942010281017 -0.1846927861413121 -0.00043536666500578776 -0.025158393810768221 -0.024367294444164789 0.082109157614935119 -0.13763680693830577 0.66617757081985485 -0.14740854144019189 0.024992238730192188 0.011127920937301925 0.13050105897013572 0.97356241941452037 0.00030238796898629522 -0.18159902037830569 0.39364956319332128 -0.029541043962951045 0.0059754680446139812 0.0065615929400281011 -0.025213350192378501 -0.020685133036573659 -0.33827358246267758 -0.01600428093991162 1.4400084191572693 -0.00022770633563305094 -0.00056589369329487511 -0.0053837089774770516 -0.005323883759850879 0.34571357172710332 -0.00408614469041236 1.4282020682522976 -0.31863525119808939 -0.0050341518811451566 -0.043910427588321803 0.01959626573980942 0.0023895930498838429 0.002285117632709444 3.5344059213226231 0.014274240800407864
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 12 30 15 -8 17 -7 13 20 35 -11 29 44 -10 32 21 -19 -4 22 -17 41 25 43 31 -20 -25 -9 -2 -21 33 -1 -15 -3 -35 39 -39 40 -38 -12 -18 -13 45 -5 -46 48 -48 50 51 -14
right_child=2 3 11 6 -6 9 7 14 16 10 23 24 49 34 -16 18 42 19 27 26 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 -32 -33 -34 36 -36 -37 37 38 -40 -41 -42 -43 -44 -45 46 -47 47 -49 -50 -51 -52 -53
leaf_value=-0.057916825276461352 0.012713298978166072 -0.043363560353570828 -0.04731992068053139 -0.10492319740894501 0.009844916498061065 -0.056859478346468532 -0.049060132806956952 -0.039527796188215086 0.0093118732808850531 0.042192762444486158 -0.020835586803200485 -0.040046271462993346 0.040985266064442867 -0.057647495003378083 0.0041421410398877123 0.014672977241452665 0.082863010129111847 -0.0089173382930803173 -0.061044732814354546 0.06436177615008358 -0.075711894194927021 0.0072845170780883916 -0.031635112607115407 0.0052303651527012499 -0.0097330479255305306 -0.056970862909718971 0.026606605101291172 0.085236611095219725 -0.053380790519805627 0.045956214624266217 0.078458483432535364 -0.051715184235799239 -0.095144380710700971 0.035319431010769009 -0.028252718434309283 0.020359511159238713 -0.010329662871036399 0.091741504378392791 -0.0054375712739906101 0.011482646364954434 -0.11602195435012684 0.025671824767256147 0.054255211547761389 -0.0057892058327211893 0.019348911992138517 -0.0027695989687851622 0.037820384024897125 -0.003342780004630827 -0.022789012847229787 0.026982951806753891 -0.075133384566331396 0.066208226754945781
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leaf_count=94 704 338 10588 190 10540 2426 640 141 343 684 14810 5434 4055 4173 4150 1452 824 310 68 1330 15211 20810 4069 11479 2507 6552 1346 346 845 4614 309 31 26 1881 10666 1488 152 75 105 196 51 882 1576 2028 1272 377 281 12563 12124 2770 70 4006
internal_value=0 0.015381 -0.0291362 0.00835446 0.0242538 -0.0162307 0.000396376 0.0206264 0.0420002 -0.0190742 -0.0160946 -0.0482393 0.0409114 -0.0318892 0.0274657 -0.00351574 0.0600022 0.0318173 0.00421705 0.0444242 -0.0622021 0.00264799 -0.0148341 -0.00863687 -0.037445 -0.0428035 0.04945 0.0624203 0.00175538 0.0421924 0.044484 0.0612832 0.0186829 0.0205824 -0.0362082 0.00538009 0.0233241 0.00514985 0.0353013 -0.0189195 -0.0522875 -0.0177087 0.0661267 -0.0271931 -0.0109984 -0.0510928 -0.00960938 -0.0116053 -0.020578 0.0472614 0.0531232 0.0544543
internal_weight=0 402.237 203.692 318.253 106.147 121.585 212.106 34.3585 83.9844 116.157 107.69 82.107 49.2169 34.5212 31.2975 177.747 30.3117 53.6727 87.4163 27.3647 35.7628 85.1394 17.8389 73.1691 46.3442 38.8269 25.0096 2.27683 34.1094 19.1756 5.42814 16.4558 26.308 25.8903 32.628 7.46711 25.0285 9.9613 4.41831 5.54298 2.63656 39.0597 27.0394 18.4972 90.3311 3.00349 87.3276 81.7065 39.1574 41.7498 32.3655 32.043
internal_count=184002 94704 89298 86364 23267 46978 63097 9545 8340 45965 43539 42320 12727 15523 8905 53552 2743 5597 26745 3017 25799 26331 5521 28016 16521 14014 2707 414 12324 4755 1013 1361 2580 2554 14839 1826 2460 579 180 399 203 15692 2400 7462 26807 567 26240 24968 12405 10901 8131 8061
shrinkage=0.1


Tree=23
num_leaves=53
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split_feature=1 2 2 9 4 2 13 1 1 2 9 9 4 6 6 5 4 1 1 5 7 15 9 2 16 4 5 5 14 7 13 16 12 13 15 1 5 13 9 13 4 4 6 5 5 6 1 14 5 4 1 9
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threshold=0.066186595708131804 0.082085728645324721 0.027337186969816688 0.042976478883390484 1.389589453132986 0.002285117632709444 0.001959312275103296 0.97326731681823742 0.0027280612848699097 0.0010845117503777149 0.047212886077898926 0.024493086460202349 1.4527206573327875 0.25103207554053558 0.25103207554053558 0.40555913252004022 1.3582681137215487 0.0029616869287565355 0.00045453048369381582 0.40555913252004022 -0.016166043404787941 -0.097308488372874993 0.090005633998904863 3.6640558391809468e-06 -0.03900076368485391 -0.91867136565513741 -0.032753980591227076 -0.22608997811671633 -0.12078699927545848 0.079667214909312792 -0.17224785602942988 -0.079925332036151431 1.2428185106355094 0.28932251180919238 -0.062855189903466543 0.00063750572735443722 -0.27009206832344967 0.41103866125046845 0.027263420171389344 0.25868511064922367 -0.87082042429540885 -0.1846927861413121 0.0076298564948187129 0.23585682189790097 0.27397702764838255 0.17513946470173447 0.57856023311615001 -0.43498201767470851 -0.41976262113913404 0.35874075095985236 0.51065087318420421 0.0049569847013769914
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=2 11 3 -5 7 14 13 12 9 10 36 25 19 -15 22 35 18 48 26 34 -22 49 -24 28 29 -27 43 38 42 -31 31 32 33 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 44 45 -47 -48 -49 -50 51 -52 -53
leaf_value=-0.058007036644181623 0.018224672418372081 -0.078213598217152319 0.057676372856014471 0.047791295096452718 0.07761795863412195 0.0081998425831038748 0.016005880115692744 -0.11633433309343666 0.043791746595951669 -0.024205874286275238 0.086103183012090995 0.045485814410575115 0.034199611825304205 -0.02224410094208799 -0.0099088553186671632 -0.042924960373282903 -0.047972802698913145 -0.0086384897260033348 0.052682084938582924 0.062249953478173109 0.051098157746385708 0.027698726686054338 0.051749614305436842 0.0005697792115778443 -0.003057783499023612 -0.032031003565370419 -0.084558877441890584 -0.015000696860157404 -0.053945716216427388 -0.067965137058773661 -0.027756463430802542 0.035648971305001879 -0.025807143906805659 0.099901431228160545 0.0019847350771825343 -0.0055812195321966358 0.01017352148253042 -0.1911124969840983 0.070570151695326211 0.047302876292206281 0.026418368643345742 -0.0025331522172183062 0.021856660172451588 0.037761082642952221 -0.091255924339937011 0.0074704780793257361 0.068226026938680448 -0.017116242011975615 -0.047638372717774526 0.032520378878375195 0.066478866022827682 0.069831216346578948
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leaf_count=2496 2172 15559 191 1163 55 4824 10639 20 1034 10587 228 714 32 2225 2805 2091 3539 1497 590 224 2157 1702 236 1583 21172 1763 723 756 956 344 391 548 287 43 957 2967 643 8 777 4018 9227 9109 328 745 398 276 654 18584 27691 6217 5068 989
internal_value=0 -0.0255189 0.0164897 0.00059101 0.0257566 0.0312817 -0.00230622 0.0124413 -0.00899171 -0.00635412 -0.00848876 -0.0417031 0.021835 0.00768924 0.0190474 -0.043851 -0.0481082 -0.0543543 -0.030802 0.0334867 0.047402 0.0438091 -0.00126878 -0.0113405 -0.0108869 0.00264261 1.26612e-05 0.0244537 -0.0159398 -0.00472571 0.00383988 0.00678362 0.0184314 -0.0116062 0.0134173 -0.024452 0.037045 -0.077622 0.0314201 0.0277752 0.0196573 0.0118848 -0.0400722 -0.0173284 -0.00274356 -0.0401314 0.0189275 -0.0155988 -0.0438776 0.0477179 0.0573093 0.0388347
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internal_count=184002 95057 88945 42565 46380 38791 41402 7589 36504 34008 32974 58553 4667 22627 22643 56076 51018 44747 6271 3378 2197 16148 3041 2922 32103 2477 2732 19602 2867 21516 1289 1269 878 330 1181 5058 871 40 14778 14001 9983 20402 1284 2142 1419 674 11293 18775 29188 13976 6770 7206
shrinkage=0.1


Tree=24
num_leaves=53
num_cat=0
split_feature=3 0 2 0 1 13 3 3 3 8 1 8 7 13 16 1 11 7 6 11 8 5 5 5 1 13 13 16 3 7 8 5 8 5 8 5 15 7 6 1 5 0 5 1 13 13 7 2 11 6 1 7
split_gain=22.8412 6.58563 6.12602 3.25517 3.01465 2.16522 1.58295 1.14476 1.10794 1.08987 0.945783 0.788997 0.988011 0.77097 0.746318 0.722616 0.709239 0.706403 0.721417 0.679358 0.654114 0.653884 0.6493 0.625838 0.692135 0.580945 0.566655 0.571053 0.565618 0.562981 0.524138 0.503596 0.502336 0.488547 0.47749 0.455293 0.456191 0.447466 0.441298 0.435852 0.467691 0.454411 0.435798 0.433141 0.43172 0.872121 0.429416 0.422591 0.418403 0.412189 0.401542 0.400738
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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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 15 6 10 9 30 19 13 28 -9 -13 29 34 16 -1 23 -19 -4 -12 -6 46 24 32 38 27 -23 33 -2 37 -29 -7 -3 -11 -25 -37 -5 -8 41 -41 48 43 -21 45 -17 -14 -31 -15 -26 -33 -39
right_child=2 5 8 7 21 17 25 11 -10 14 20 12 22 39 -16 44 -18 18 -20 42 -22 26 -24 35 49 -27 -28 31 -30 47 -32 50 -34 -35 -36 36 -38 51 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.08017026465463753 0.028084708183639808 -0.016207495865075389 0.0051517660298484574 0.034136672844629221 -0.043348091554048569 -0.013716262347730419 -0.046559943386724027 -0.031214890089685254 -0.056707496395936946 -0.021590805934034181 -0.0099822235660552879 0.054050545134707265 0.05621064990561369 -0.01759576441733406 0.012542162609190022 0.064158599524704749 -0.0095373837871304112 -0.17566114552312648 -0.011218695183917 -0.042884732921115366 0.014227338892948502 0.0033605936598085973 0.016297380245400141 -0.14631227083660694 0.033561539036768666 -0.092287830503743992 0.092759141356086927 -0.011102325645815325 -0.02733346448596867 0.035672098831079489 0.046173788436713076 0.0058303830936415647 0.02655214165984204 0.043286332334921039 0.052365109825360245 -0.094077447275820056 0.0090888165770389596 -0.12048493292921761 -0.0095106351209161624 0.0072295945281347172 -0.037371947777729626 0.11853645605850729 -0.018301518329832036 -0.0091562586570845886 0.048222755862338811 -0.17951594857710076 -0.068486908333708921 -0.038883473141387237 -0.082300168328184237 0.072496214141404489 0.046748150181138523 0.012788480375891295
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leaf_count=1060 545 1190 1981 4390 276 1023 6563 521 16086 5317 7090 1028 38 11332 8472 39 84 7 649 31181 6083 4124 16421 31 2402 631 348 811 9757 240 4032 1035 5226 440 286 44 1929 32 1511 5580 578 60 3216 1870 1629 11 231 9784 210 1401 3035 2216
internal_value=0 0.0191005 -0.0211411 0.0312301 -0.00940634 0.00122069 -0.0162089 0.0240971 -0.0409632 -0.0117568 -0.00870633 0.0162799 0.0183398 -0.0187387 0.00202243 0.0564723 0.0743422 0.0189862 -0.0266433 -0.0337562 0.00073617 0.0173714 0.0147511 0.0224986 0.0299795 -0.0431682 0.0205756 0.0180988 -0.0214227 -0.0328621 0.0344852 0.0306726 0.0180434 0.00707052 -0.0165835 0.00202807 0.00482122 0.0270506 -0.0367774 -0.011472 0.000629276 -0.0187229 -0.0363522 -0.0401942 0.0462395 -0.0388577 -0.0449656 -0.0364683 -0.0197791 0.0493952 0.0379102 0.00999017
internal_weight=0 303.645 263.374 180.906 165.452 122.74 131.941 141.075 97.922 113.262 78.7466 80.5239 77.187 75.1678 38.0938 39.8308 14.4631 43.9931 3.13608 67.2112 45.2 33.5111 70.1611 40.857 29.9161 18.6791 31.8424 30.8073 33.5466 25.5153 60.5508 16.614 18.5476 5.76288 13.7552 10.9409 10.7555 37.046 16.5558 49.6525 18.6099 31.0426 63.0084 51.9331 25.3677 0.570294 1.75837 24.0966 30.8205 11.3684 14.1621 10.884
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shrinkage=0.1


Tree=25
num_leaves=53
num_cat=0
split_feature=3 0 2 0 1 13 3 3 3 1 16 14 8 14 14 3 13 6 8 0 0 1 10 15 6 10 5 6 6 6 3 2 13 10 14 1 5 5 13 1 1 6 8 5 5 3 8 1 3 2 8 16
split_gain=20.0746 5.69628 5.09994 2.78139 2.45592 1.89349 1.26567 1.17598 0.995699 0.956313 0.902367 0.845162 0.772891 0.731016 0.696629 0.665199 0.651787 0.643218 0.642945 0.626646 0.60502 0.573496 0.602851 0.57163 1.28573 0.563057 1.10482 0.563946 0.561501 0.557316 0.536864 0.559075 0.518995 0.508568 0.490322 0.488449 1.09854 0.482136 0.603161 0.47442 0.641492 0.449086 0.441853 0.440946 0.474558 0.442669 0.439632 0.438929 0.434515 0.433286 0.662187 0.430426
threshold=-0.026106936857104298 0.018400850705802444 0.12823896110057834 0.00015058194549055773 0.41034030914306646 0.12265578491062154 0.13560743443667891 -0.31819805875420565 0.29328900575637823 0.23441610485315326 -0.016748606241756291 -0.024366540175719164 0.006202192717881771 0.19552559253944038 -0.19159012874096462 -0.84922737015995142 -0.33827358246267758 0.25690756792497327 0.0026583812397047023 1.7617821868043396e-05 0.42106971144676214 0.84566703438758861 -0.0065677570787032015 -0.12384182875938547 -0.025087169156779495 -0.0043737733656261926 -0.40515722028139295 -0.0067682602263399857 0.19965589716606749 -0.019594419778145408 -0.26146291382610792 0.012193370610475542 -0.051488638923992282 0.00038285199862190568 -0.57920461038034921 0.99817979335784923 -0.51958959194866827 -0.41976262113913404 0.085061847571531082 0.99874764680862438 0.98991999030113231 -0.13816228780546738 -0.010955760205818713 0.26696583355137343 -0.48986738203785324 -0.13615230470895764 0.012405435205604288 0.09705443307757379 -0.067045720294117914 0.31416980922222143 0.0026583812397047023 0.089699131549097741
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 6 9 10 14 37 30 20 19 15 -8 42 -13 17 -12 47 21 -2 -1 -23 24 48 27 -27 29 34 41 -3 -32 -17 -10 -7 -16 -37 38 -4 40 -28 -6 51 44 -11 -45 -25 -18 -9 -39 -51 -5
right_child=2 5 8 7 25 28 13 23 33 43 16 12 -14 -15 35 32 18 -19 -20 -21 -22 22 -24 46 -26 26 39 -29 -30 -31 31 -33 -34 -35 -36 36 -38 49 -40 -41 -42 -43 -44 45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.10143779371420319 -0.023482430840726296 0.0084463387862727841 0.02906492281170063 0.038109808737246537 -0.025891806840164268 0.10536460684705871 -0.031577078374211705 0.044208047176183693 -0.073343065654681044 -0.037714710201759767 -0.061981977141285276 0.045054274536032189 0.10037361976093434 -0.087042240776286514 0.02280812347087964 0.071600848489992666 -0.017975550042073584 0.073648814560439133 0.0099852962206926042 0.047846146865608098 0.18326344421258089 -0.006794982650554008 0.070570061839996326 0.016252079734200862 -0.027482028623473261 -0.086873460575740913 0.025016943782552932 0.018622001396647752 -0.0048261764903296325 -0.086561711438913058 0.019624213257742346 -0.023895820080499328 -0.077317747166642539 -0.045101222641610289 0.021669595549838459 -0.22580088962621284 0.090278755224024843 -0.023257160180620486 -0.056532459902346656 -0.076587318983481201 0.072395306783845106 0.037527674751679986 0.057797464005612691 -0.035165593021411028 0.0192067276994363 0.011737570373355467 0.044840425077395329 0.0077197821663319748 -0.013042662712387543 -0.05872973869403713 -0.030967068961895401 -0.031166719282748202
leaf_weight=5.1230948291486111 42.867259315099545 7.4231909378577248 2.6287929983518548 4.6908348672441234 3.8403945989557537 0.69819732999894668 15.014208333477656 5.2276627361861756 9.5382703482637243 1.5754199863877172 3.0188153217859504 1.0542953063632017 0.6770631043909815 2.8179603213575311 36.829444039050941 0.26233404723461773 24.035452610319226 0.38019715511472885 26.582951344500543 23.502384694540524 0.12463464935717539 1.2181647597390108 5.7190316747437464 58.073774072301603 8.8944353771075821 0.77401545157772922 11.323015721304268 8.3838386896723023 8.812964412541076 1.0534387480729499 3.1759303851995346 39.689532320048784 1.501650702033656 19.745233678642307 34.732728097227664 0.09996135160326991 1.9369694176857581 22.602695925676926 1.1773504953598601 0.36063690508308432 3.8221976179192998 1.5542327890543677 14.37128257556469 4.2460167803656077 18.342379851434092 3.7979377761075721 5.9197975387287434 9.1755252963957883 1.7649853760585745 13.331391673246342 24.388934627123035 1.0937774729100054
leaf_count=293 17995 2044 1044 637 919 123 7764 1099 5137 268 1226 85 58 941 7391 24 9055 106 9577 1891 12 78 264 14223 1871 146 3965 2228 1810 160 1165 13777 142 10949 11198 3 269 13089 353 99 877 830 2240 685 6905 748 1203 3142 480 9550 13808 130
internal_value=0 0.0178205 -0.0205948 0.0292431 -0.00947716 0.0012237 -0.015779 0.0226087 -0.0390525 -0.00812476 -0.011635 0.0528164 0.00586321 -0.0404192 0.0333125 -0.0173238 -0.00402922 -0.0465098 -0.00160142 0.0574261 -0.0228083 0.0759982 0.057002 0.0146944 -0.00228157 0.0156377 0.0284678 0.00153794 0.0177542 -0.0206651 -0.0163661 -0.0206647 -0.0546826 -0.0543387 0.0233704 0.0254687 0.0729664 -0.0320593 0.00244887 0.0343173 0.037044 -0.00755758 0.0484021 0.00669807 0.0146752 -0.0130431 0.0189083 -0.0108761 0.0297612 -0.0342367 -0.040802 0.0249559
internal_weight=0 300.455 248.541 177.961 155.129 122.494 124.017 138.903 93.4127 78.2504 106.185 39.058 3.49534 17.8322 59.0223 2.81828 63.1929 3.39901 59.7939 35.5627 42.9919 12.0603 6.9372 79.8807 15.8871 31.1118 16.2799 14.8319 44.2439 6.44807 50.2887 42.8655 1.76398 29.2835 35.4309 38.8664 2.03693 64.1292 3.80614 15.5059 15.1452 5.39463 20.1559 27.9618 19.9178 8.04395 63.9936 33.211 6.99265 60.323 37.7203 5.78461
internal_count=184076 71104 112972 32381 59042 38723 49818 29546 53930 25592 41113 2835 309 8705 10670 251 23106 1332 21774 2526 18007 635 342 18876 3450 9224 5087 4137 13131 1909 16986 14942 166 16086 11321 7663 272 37844 1397 4941 4842 1749 3007 8606 7173 1433 15426 12197 1579 36447 23358 767
shrinkage=0.1


Tree=26
num_leaves=53
num_cat=0
split_feature=3 1 2 14 9 9 3 16 10 2 3 3 3 13 13 6 5 2 9 6 16 5 9 11 11 13 9 1 7 13 11 9 9 1 11 3 13 6 16 1 7 2 5 7 11 16 14 5 6 1 6 2
split_gain=18.724 5.50736 3.50045 2.8156 1.75078 1.5279 1.50579 1.20917 1.05521 1.03786 0.959615 0.904207 0.809465 0.797814 0.79766 0.733423 0.716969 0.709833 0.651823 0.651245 0.648964 1.28031 0.646866 0.636276 0.555605 0.5244 0.677424 0.519389 0.493591 0.488775 0.469861 0.45078 0.437038 0.434111 0.42884 0.417743 0.480445 0.469774 0.415572 0.411317 0.404856 0.400656 0.569051 0.386559 0.459748 0.666731 0.384669 0.506086 0.381756 0.373006 0.36779 0.364857
threshold=-0.05897976923733949 0.013479621149599554 0.0046855248510837564 -0.15245071926343687 0.015508775311208542 -0.046585069434007427 -0.44809938315302128 -0.050373733727906871 -0.0099640558627650064 0.40314342081546789 0.52939047745894652 0.2499373406171799 -0.13615230470895764 0.06564704787300836 -0.13097733438877021 0.27087511476725967 -0.49910747045729575 0.35572637617588049 0.061260669380145953 0.26240506966743177 -0.052579787055598161 -0.44033674657364152 0.014983582465073128 -0.037844017947803864 0.02501341562355543 0.37532090428203169 -0.02267549702927427 0.99754780530929577 -0.0059967883793836056 -0.2907605835636991 0.0077724590395443988 0.090005633998904863 -0.089597111809038052 0.066186595708131804 0.10814915424083647 -0.77529835968743999 -0.24859401076841001 0.19573786580507371 0.095030054004684422 0.04025488160550595 0.14642696611810505 0.00064516568090766679 0.2823660508811065 0.020925392173325886 0.0032284959296941945 -0.072661119053083187 -0.46773361842656097 0.77956574840353754 -0.42708337571910193 0.035740153864026077 0.19966159345964965 0.00072289491072297107
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 19 4 8 24 27 15 14 10 13 23 41 18 -1 20 28 25 29 43 -7 -22 32 -2 -4 26 -18 -5 -8 -9 -31 -28 -16 -15 35 -6 39 -38 -29 49 -35 -10 -43 44 -3 -46 -34 -48 -27 -37 -30 -45
right_child=1 2 5 6 34 7 16 9 12 -11 -12 -13 -14 33 22 -17 17 -19 -20 -21 21 -23 -24 -25 -26 48 31 38 50 30 -32 -33 46 40 -36 36 37 -39 -40 -41 -42 42 -44 51 45 -47 47 -49 -50 -51 -52 -53
leaf_value=0.044429668921517979 0.048865071335737587 0.021350869936109448 -0.03904340451089832 0.025054166767073206 0.093103913476945743 -0.02752375681622515 0.0086571269188017719 -0.03825521589325305 0.051235740952307034 -0.043092820763528814 -0.063167602576321369 -0.055347678858567596 0.007285751582717318 -0.0063817618768208578 -0.13606632361764429 0.0199064533665059 -0.030734538216993807 -0.031796661059837542 0.049666808889036781 0.061107450518087802 -0.2144490833689551 -0.030695075296782226 -0.14743739343660947 -0.033970709612254547 -0.097290879468347261 -0.14198989636564338 0.0078301519054378051 0.075653959053725697 -0.021375113644456826 -0.013282009280647858 0.012993860339911831 0.058476934542785144 0.044739423923906826 0.01377924300336022 -0.017041244480566629 0.04428789182756579 0.056674229703749392 0.01755408767927186 -0.076514980945152175 0.080910808006212934 -0.13617880349823172 0.038322342916723748 -0.016902220321416649 -0.05023729783671578 -0.13759970461096713 0.017792061785678936 -0.0022609452347021274 -0.1915327492886644 0.031477975050595616 -0.14570663643666412 -0.097465298368864056 0.01459058375215444
leaf_weight=4.4681106656789806 0.93084667912626073 27.961377194285891 4.6636487308278438 40.325570382352453 3.2543792953802102 41.692404574856937 1.6282871222938409 6.7309706989299221 19.759451615791477 7.8346932521549197 2.8075417885206653 26.533796299187543 8.2739818564623402 18.942909249793956 0.21667366032488722 3.1407381190638253 4.5252452687709583 4.3284473403991788 1.7000084211249475 3.3775875651699598 0.54288069024914865 1.195188717266318 0.28801942401332858 47.713357284135782 2.5451564861286897 0.11122351425001298 82.715098302112892 3.0221471130862478 1.2184610453259659 52.274131748600666 7.8093022246648607 1.7784715130983375 1.8001151774369635 30.266490562262792 0.74431878796894935 0.29807683016406983 8.89738110051257 4.714000851927266 0.17695750202983607 6.9341685994295403 0.16365002386737515 10.235751641326258 2.2702826963504767 1.6503596234833815 0.43596439847897273 0.69700763313448877 13.307696010415377 0.12519870395772237 11.370225179623956 0.13638400461059064 1.3387365353992207 1.7978844332828883
leaf_count=890 363 7794 1510 8008 380 18738 298 3271 2548 6585 1363 14251 2062 7306 29 1262 1070 2454 402 765 12 587 18 28092 582 22 23424 387 235 21887 2995 227 257 10773 100 61 1330 646 12 743 32 2741 302 306 32 211 2567 5 3440 16 225 564
internal_value=0 -0.0171506 -0.00910776 0.0205843 0.0350839 -0.0147295 0.0124326 -0.0128684 0.0259068 -0.00786421 -0.00557147 -0.04049 0.0352088 -0.00419057 0.0072297 -0.0266709 0.00615264 0.0077752 -0.0111728 0.0194182 -0.0300459 -0.0896641 -0.00336961 -0.0323685 -0.0597952 0.00948479 0.00688725 0.028153 -0.034348 -0.0127335 -0.00986402 0.00890815 -0.000519174 0.00549919 0.0573675 0.0596635 0.0544027 0.043166 0.0668643 0.0750069 0.0128946 0.0423613 0.0282875 0.0150606 0.0188129 -0.0431921 0.0015636 -0.00427326 0.0295829 -0.0187042 -0.0616034 -0.0165341
internal_weight=0 293.408 218.23 238.263 85.724 182.31 152.539 175.101 60.7453 128.53 120.695 75.178 40.5395 117.887 20.2058 46.5712 109.014 104.829 68.5144 35.9202 43.4305 1.73807 15.7377 48.6442 7.20881 100.5 89.0188 43.5247 4.18548 66.8144 60.0834 84.4936 15.4497 49.373 24.9787 24.2344 20.98 13.6114 3.1991 7.36863 30.4301 32.2655 12.506 32.5426 29.0943 1.13297 15.233 13.4329 11.4814 0.434461 2.5572 3.44824
internal_count=184180 129683 86977 54497 14695 77305 39802 75213 11419 54614 48029 42706 7653 46666 3766 20599 31395 30637 28555 9672 19337 599 2876 28455 2092 28183 24721 8407 758 28153 24882 23651 2858 18111 3276 3176 2796 1976 399 820 10805 5591 3043 8907 8037 243 2829 2572 3462 77 460 870
shrinkage=0.1


Tree=27
num_leaves=53
num_cat=0
split_feature=3 1 0 1 4 3 13 15 1 4 5 4 4 5 15 1 5 13 0 4 1 4 10 1 5 15 1 5 14 15 1 4 4 5 6 0 11 4 6 10 6 5 13 6 5 14 1 5 5 3 13 5
split_gain=16.527 5.06884 4.27122 2.60631 1.49821 1.25907 1.04912 1.11968 1.00395 1.53841 1.2232 0.904835 0.892722 1.117 1.07607 0.832736 1.02415 0.796463 0.862037 0.795638 0.751221 0.745733 0.736496 0.698391 0.691948 0.672888 0.657865 0.656792 0.673739 0.630042 0.617176 0.593222 0.647 0.591149 0.580085 0.546023 0.535601 0.636005 0.512404 0.511761 0.509099 0.500276 0.471556 0.543699 1.21174 0.451099 0.444916 0.441103 0.432183 0.513111 0.486768 0.428613
threshold=-0.057161603122949593 0.013479621149599554 0.003475445089861751 0.53165322542190563 1.389589453132986 0.50719307764666166 -0.23848798134107843 -0.19217845295607333 0.30779457092285162 0.38393049308876476 -0.36092150197718581 -0.1248900057996707 1.3198216966718455 -0.03541418131501415 0.23191656394040952 0.9390503764152528 -0.44033674657364152 -0.13097733438877021 0.003475445089861751 -0.044215390627082511 0.0014561865828000011 1.4479182887617477 0.0060932875193842719 0.96941423416137706 -0.037908233087746553 0.013332319992147046 0.62957102060318004 -0.10824908715456162 -0.19631479403582688 -0.15643857814285969 0.99754780530929577 0.35874075095985236 -1.3295883461446245 0.39625461778614296 -0.018027178837884131 0.056375348940491683 0.054251255260317044 -1.4621893679823887 0.25103207554053558 0.0013693014477972212 0.044839889979937306 -0.22608997811671633 0.13059821164004262 -0.17857385037699111 -0.44033674657364152 1.0000000180025095e-35 8.6760078374936728e-06 -0.35332737452342072 -0.17363775583099131 -0.11862926924368365 -0.10831202111552091 0.10710096159973399
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 6 5 15 17 -1 51 11 10 -10 35 14 46 20 31 -17 18 21 26 33 -3 -15 38 29 36 -9 47 -29 -6 39 32 -5 -2 -30 48 42 -38 -12 -21 -16 -20 43 44 -19 -41 -14 -11 -4 -50 -51 -8
right_child=1 3 8 4 24 -7 7 19 9 27 23 -13 13 22 40 16 -18 25 41 30 -22 -23 -24 -25 -26 -27 -28 28 34 -31 -32 -33 -34 -35 -36 -37 37 -39 -40 45 -42 -43 -44 -45 -46 -47 -48 -49 49 50 -52 -53
leaf_value=0.063740659905825156 -0.077265476712207237 0.069966130468464477 -0.0032907829033247886 -0.15523716422636222 0.12546307226272099 -0.05968654286369296 -0.039727508004666567 0.044557133782860539 -0.012757293322355853 -0.019474756054831146 0.041002349402952401 -0.015199196236877412 -0.040434798147667282 -0.052931556718276589 -0.042112582616350695 -0.08369598850811566 0.058511489799163402 -0.19580398676960387 -0.00085099129900053348 0.020480664652517928 -0.039589711532320292 -0.17950373790779831 -0.01431645591282029 0.079907967610166553 -0.0022722970142571501 -0.00058074292976769651 0.09479894256388563 0.016662431723475462 -0.034793276530836852 -0.076798105700320349 0.061910578315750454 -0.014847561972308996 0.029990496786291673 -0.038718538768693779 0.0023839507919492303 -0.0088591715788024893 0.10904213818707931 -0.095851528567578725 -0.0051599703413312357 0.049529678998363587 0.048885019687806383 -0.034109236188598499 -0.0024121179091435192 -0.014375719959649966 -0.032985981394212986 -0.0027365528417169719 0.039042333373450859 0.045249856466239878 0.030460961845530366 -0.03603198026341959 0.013811720480550627 0.026316383725777038
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leaf_count=1440 12366 309 2494 5 18 3506 509 2227 902 376 7049 9814 185 2992 665 72 3520 33 2918 5068 19852 7 3141 1282 2098 23269 1037 1812 1658 279 603 2097 3424 1449 2006 3912 21 289 602 1126 797 14467 8987 17499 3496 373 1195 2827 4371 688 2843 205
internal_value=0 -0.0162532 0.0196631 -0.00839834 0.0149771 -0.0136992 0.036727 0.0324074 0.00898101 0.0182169 0.0341138 0.00143996 -0.0390889 -0.0233334 -0.0469396 0.0285299 0.0510585 -0.0121006 -0.0254793 0.0353158 -0.0505098 0.0488069 -0.0333656 0.0424219 -0.0134394 -0.00850627 0.0554108 0.00327925 -0.00356511 -0.0627571 0.0299091 0.0144713 0.026916 -0.0656716 -0.0158909 0.00828913 -0.0150053 -0.0736724 0.0353853 0.0265658 0.015438 -0.0287775 -0.0137292 -0.0196596 -0.04202 0.0426318 0.0228309 0.0319804 0.0139483 0.0198744 0.00446911 -0.0170173
internal_weight=0 282.604 234.339 210.292 38.8669 171.425 90.203 77.8011 144.136 64.7763 31.3696 79.3592 72.3113 24.0718 48.2395 26.3159 10.0941 165.688 35.0651 73.4821 45.6311 1.48034 19.7785 26.6478 12.551 130.623 15.5447 33.4067 26.9867 2.30225 57.9374 16.2219 11.3891 19.0682 16.7709 56.2244 71.762 1.50646 22.465 52.4861 2.6084 33.5847 70.2556 46.0901 8.78619 14.3894 4.29331 6.42009 42.2759 31.459 12.8236 4.31902
internal_count=184180 128956 55224 86314 11513 74801 12588 11148 42636 18514 9835 24122 42642 7513 35129 9118 3592 71295 17701 10434 33667 316 6133 8933 2395 53594 3264 8679 5476 297 7170 5526 3429 13815 3664 14308 30325 310 7651 6567 1462 17385 30015 21028 3529 1499 1380 3203 10396 7902 3531 714
shrinkage=0.1


Tree=28
num_leaves=53
num_cat=0
split_feature=3 0 1 1 1 4 7 6 3 4 1 7 15 4 7 3 0 16 1 4 4 4 11 1 13 10 10 12 0 7 1 11 13 11 13 11 1 1 6 12 4 11 12 12 4 7 6 3 6 16 11 13
split_gain=14.3126 4.12364 3.68069 2.98901 1.65387 1.43709 1.05851 1.04477 0.960267 0.948059 0.912075 0.902896 0.853352 0.757438 0.736535 0.711198 1.46831 0.702244 0.698758 1.23148 1.15332 0.682763 0.64035 0.660085 0.766675 0.682022 0.636891 0.634135 0.559115 0.581576 0.553384 0.59248 0.54498 0.538568 0.567774 0.52916 0.520645 0.514197 0.812267 0.496696 0.494669 0.48954 0.470392 0.461394 0.541058 0.454879 0.476852 0.452423 0.434973 0.433495 0.423741 0.418766
threshold=-0.013748899102210997 0.0029192476067692046 0.018210830166935924 0.53165322542190563 0.21089317649602893 0.34724708503545476 0.00067610957128469201 -0.24580405555463994 -0.58329920168034721 1.3198216966718455 0.84566703438758861 -0.0032517346061758023 -0.18159902037830569 1.4110257689297534 0.055806259735657178 0.31819967913907027 0.42106971144676214 0.005482872221164242 0.00063750572735443722 1.2813343455945143 0.34724708503545476 -0.60880943233981732 -0.020965863514689362 0.93039646744728099 -0.015657224641427572 0.0032090119308487383 0.0055474971491660937 2.2823611345226387 0.009216655511409046 0.016640668533846804 0.96473678946495067 -0.031335870435931119 -0.1362961889564433 -0.00010121993319844566 0.71650428965088797 0.0024792340467004004 1.717425129754702e-05 0.19048054516315463 -0.20661264051325615 -0.5552049938021183 1.4527206573327875 -0.034381714124013356 2.6573420088397071 2.1015161673559364 2.2977224246337156 -0.0410226432360054 -0.035625264764270699 0.24119252717355269 -0.18472223719152039 0.032311073656525593 -0.10664073209621946 0.38616583919839681
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 18 8 15 30 45 -7 -3 10 47 -12 -8 22 21 16 17 37 20 41 -2 28 -14 24 -24 -25 -15 33 29 -10 31 -5 -19 34 -9 -23 -22 -4 -39 -32 -21 -20 -29 -11 -45 -1 -47 -6 -18 -13 -51 -30
right_child=2 3 4 5 9 7 12 27 14 43 11 49 13 26 -16 -17 48 32 19 40 36 35 23 25 -26 -27 -28 42 51 -31 39 -33 -34 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 44 -46 46 -48 -49 -50 50 -52 -53
leaf_value=0.072532106467729826 -0.093026662940893581 0.035056347501828782 -0.022370533662094776 -0.012982670437906019 0.0090794733572820696 -0.026074527579338869 -0.030183499797756249 0.018451960534051622 0.046540924062265308 -0.0044907183799479588 -0.0073502768962665568 0.079270693424830507 0.082824429458178569 -0.0024770185159619417 -0.032658156978271582 -0.044577032124941601 0.16750047908586146 -0.029765054698093554 0.017306615348289228 0.044354196938927504 -0.060259589360732738 -0.0026803517261294574 0.044388110680570747 0.037890202350648244 -0.00079765475233669497 0.11169759696619415 0.065019691513539299 0.086488423060054234 -0.0003436229417469007 -0.011730222313266519 0.028652863461811135 0.041094283106942346 -0.0011453261511168674 -0.033321528628275997 -0.091985629536815716 -0.021719555316668047 -0.030411700351421534 -0.18627733126555293 -0.018532543178812696 0.090590602572988385 -0.013335908241645565 -0.0389247290671852 0.030005733098797966 -0.083490414591724127 0.020715002734769665 0.04946144576889918 0.028676671999951893 -0.049497118189874595 0.019766857722483478 -0.12020369560139993 0.03742085665453021 0.035243157541013016
leaf_weight=4.4479938481817944 5.053642328030949 6.7808844347391632 43.677735089407179 2.2876130152508329 16.884092518542282 5.9943422752185134 3.0775645369603799 21.09947261361231 6.2122233068184851 4.7050699162136871 2.5169281358503213 4.6533174147539267 2.4656010536855311 12.076875164726514 8.1029222017968987 8.3364992096571751 0.54401232750387862 8.1337481487698806 1.6101087127317431 2.667712589754955 8.9772512040653982 55.674980629948095 6.2892811616620774 6.0029062222856728 9.2787522356229619 1.5778167122043667 1.5632298204000097 1.8949621186984567 39.872515614941221 2.3538084819156211 1.9717472315969642 17.220671304757161 36.216770112119775 2.4474159134333631 0.45880950050195579 19.771039527189714 16.936349911389698 0.48170841226237826 0.69473579240729921 3.8796473272814174 3.3153280150145292 35.101955638888739 6.6150973699768656 1.9304270127031489 0.66137862321920682 21.867449387318629 22.505662858864525 1.4126450255753287 0.317006150889937 0.17309300886699919 1.6262127796799175 3.5880953705855054
leaf_count=403 4107 1664 22113 498 6576 1180 557 6008 1153 1120 894 1807 431 960 1884 5627 63 4313 644 929 1983 23081 1103 1071 2385 219 95 517 9784 416 633 5914 14936 935 124 9177 8039 30 304 1256 1507 27613 1613 422 108 3126 2903 675 219 24 580 844
internal_value=0 0.0142759 -0.019986 0.00644592 -0.0100496 0.0244162 0.031986 0.0122345 -0.00161865 0.00876527 0.0173324 0.0434207 0.0203999 0.0243774 -0.00345728 -0.0166586 -0.0140663 -0.0153305 -0.037915 -0.0295976 -0.0493591 -0.00159685 0.0345087 0.0293036 0.0174863 0.0534752 0.00533227 0.0193071 0.00721488 0.0305377 0.0428935 0.034747 -0.00640382 0.0109765 0.0160285 -0.00767358 -0.0407858 -0.024151 -0.0889504 0.0698679 0.0124415 -0.0364514 0.0427354 -0.0232121 -0.0569388 0.0420211 0.0389351 0.00451371 0.114594 0.0631907 0.0212402 0.00260748
internal_weight=0 297.379 206.628 206.226 132.965 63.8698 91.1531 38.5101 142.356 34.5632 27.2663 8.96955 42.332 39.2545 135.576 98.4022 90.0657 89.2047 73.6623 42.6951 30.9672 127.473 25.6144 23.1488 15.568 7.58072 13.6401 32.5158 52.0266 8.56603 25.3597 19.5083 44.3505 24.0057 21.5583 75.446 25.9136 44.8542 1.17644 5.85139 5.98304 36.7121 8.51006 7.29688 2.59181 48.8211 44.3731 18.2967 0.861018 6.45262 1.79931 43.4606
internal_count=184567 79934 104633 66681 59811 18678 13253 10377 48003 12206 10556 3305 6821 6264 46339 47605 41978 41696 44822 30693 14129 44455 5209 4778 3488 1290 1055 9197 12197 1569 8301 6412 19249 7067 6132 32258 10022 22447 334 1889 2436 28257 2130 1650 530 6432 6029 7251 282 2411 604 10628
shrinkage=0.1


Tree=29
num_leaves=53
num_cat=0
split_feature=2 1 0 0 4 3 4 1 2 14 4 13 4 4 2 13 9 16 3 3 1 9 4 14 1 14 13 1 0 2 2 0 4 9 9 14 16 5 2 4 8 4 1 0 14 5 16 13 8 9 7 1
split_gain=14.0102 5.27541 2.26801 1.50384 1.3904 1.33325 1.30762 1.83131 1.17217 1.09986 1.41135 1.05208 1.00066 0.956815 1.02606 0.890406 0.924622 0.919797 0.86523 0.814816 0.814483 0.78846 0.759441 0.754639 0.690416 0.6887 0.646581 0.636297 0.590133 0.577776 0.57237 0.542393 0.541714 0.541572 0.536671 0.523746 0.523472 0.5143 0.508332 0.503724 0.489366 0.488745 0.67127 0.472587 0.566642 0.46182 0.457534 0.45752 0.455194 0.438195 0.430859 0.516489
threshold=0.0179796451702714 0.031195519492030147 0.0079612294211983698 4.8201127356151126e-05 -1.0987164179996876 0.15599513007327917 1.4400084191572693 0.48821304738521581 1.7722447410051249e-05 0.27539405287287461 -1.0570658838716895 -0.13906399063108607 -0.058665800412039205 1.3582681137215487 0.97356241941452037 -0.05762958718651922 -0.02267549702927427 0.086435690155278314 -0.004310022108256816 -0.92461817257571954 0.9954928755760194 0.00014708057462877182 -0.72314065658318982 -0.048352749991738851 0.9954928755760194 -0.042733526318957084 0.25868511064922367 0.0017459478694945576 0.0032134379725903277 0.0014608530327677729 0.00024747950374148791 0.00030238796898629522 1.4479182887617477 0.021111112723615232 0.0093362757057964419 -0.094596088685042531 0.0039080054624153438 -0.44033674657364152 1.7722447410051249e-05 0.34724708503545476 0.019277913102256902 0.48740114286807018 0.00018309507868252697 1.7617821868043396e-05 -0.026932318275427355 0.29255953240880578 0.12756219052431625 -0.33827358246267758 -0.0041723477066109302 0.030946053135591685 0.013678616743876978 0.4462116807699204
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 18 23 11 15 7 30 -8 10 28 -5 38 27 -15 33 -17 26 22 20 -10 37 36 45 35 -25 34 39 -2 -23 -6 -29 -26 47 -18 -21 -3 -14 -9 -12 -33 -11 -43 44 -27 -1 -39 -4 -49 -34 -13 -52
right_child=1 2 5 4 6 -7 8 12 19 41 13 50 21 14 -16 16 17 -19 -20 24 -22 29 -24 25 32 43 -28 31 -30 -31 -32 40 49 -35 -36 -37 -38 46 -40 -41 -42 42 -44 -45 -46 -47 -48 48 -50 -51 51 -53
leaf_value=0.069015545316732249 0.09466938639067235 0.065862111657323238 -0.049066876270665659 0.044801379705167697 0.048029076662162155 -0.036119119052192318 0.028427005838228755 -0.143876886042416 -0.010790320943311022 -0.074732179486055844 -0.080363322681083121 -0.006733845663457117 -0.036768491912241401 0.017896861066476037 -0.032573246669901627 -0.030153370840553112 -0.0095678910128832693 0.021878636905675909 -0.04616993288778868 0.00046593952473905062 -0.17683122642610219 0.056571618569358079 0.0052939771041896821 -0.11862148251477696 -0.034838332663783576 0.083444018148769492 0.01877479565535084 0.09275180114917092 0.0029704615146257593 0.021329679233097171 0.0096883777787128162 -0.037281687286069259 0.04955007447406435 0.0093665076057447092 0.01648397660438853 -0.031278596532354097 0.025740477995025338 0.025695314956540583 0.061133220881921635 -0.041888352012415475 -0.0027608363850725082 -0.066642662702685276 -0.015287789340543978 0.07735629642105632 -0.07059198164986405 0.031876143504391316 -0.034195908651788946 -0.03416459792437853 -0.0096260870844118752 -0.083276164012511797 -0.0445082299478941 -0.17665138015541101
leaf_weight=10.241154632225518 0.75769325593136994 6.651244690714524 5.0095522318133581 2.1152069577074135 4.191336019019217 15.234150988842201 16.256564495182829 0.10583274840610002 0.66214939169003517 7.4721017802276064 5.5214423079169128 3.3560804872904537 1.5063485874852585 6.9943476089538335 9.4532966840633872 9.3581448237200657 57.900478662491423 19.960649232202741 1.5069393007643146 18.320646954962289 0.51942291206796654 14.289939475358553 6.9456079482706636 0.41349136938515618 1.0825269250199188 0.33161095093237236 12.465319764583908 0.3289835327595928 7.4193965490267146 6.9390828219220557 52.299443661574514 34.018231007282111 4.7591744079109048 6.953555087606218 9.1412574937457958 7.2378473912394865 6.4185558677563677 27.190887364635284 15.126810430936073 9.0651552637500554 4.6732771847582617 5.0708627579806471 5.1198476397839841 0.82549692325483182 0.74156019174551946 5.0438527501537456 1.323523868821211 10.707325095625036 25.692073736403927 0.24641871056519438 4.409253071382409 0.30268175329547364
leaf_count=938 104 878 2386 295 1010 9218 1338 16 64 4878 5881 607 248 2528 3185 2701 23427 6638 537 3207 32 3000 2309 18 103 20 4385 51 2939 2419 18955 25972 858 2095 2955 1440 998 9563 5094 6419 3283 1394 2327 82 56 224 397 5099 11238 31 703 24
internal_value=0 -0.0135564 -0.00406886 0.0208582 0.018159 -0.00789013 0.0202842 0.0257914 0.0064826 -0.0327404 -0.0276402 -0.0177215 0.0370389 -0.0322284 -0.0111147 -0.00515054 -0.000132564 0.00269669 0.026526 -0.00439371 -0.085306 0.0303316 0.032035 0.048765 -0.00132701 -0.00445058 -0.00212281 -0.0387007 0.0116524 0.0450794 0.0125471 -0.0320128 0.0288872 -0.0164379 -0.00601228 -0.00853905 0.0462195 0.0198825 0.0595445 -0.0565315 -0.0331153 -0.0552798 -0.0409126 0.0212744 -0.0224165 0.0568108 0.022896 -0.0207732 -0.0168574 0.0427424 -0.0341751 -0.0536224
internal_weight=0 289.839 193.945 199.838 182.241 172.423 172.058 122.973 49.0848 95.8946 78.2318 10.1832 66.4824 70.0547 16.4476 157.188 108.826 99.4677 21.5223 32.8282 1.18157 51.2498 20.0154 17.5972 31.6466 2.31216 79.5071 53.6071 8.17709 21.229 56.4908 39.0205 6.08812 48.3625 67.0417 25.5585 13.0698 30.0208 15.2326 14.5866 38.6915 17.6628 10.1907 1.89867 1.07317 15.285 28.5144 41.409 36.3994 5.00559 8.06802 4.71193
internal_count=184567 133825 74864 50742 49404 70142 47775 40702 7073 58961 50362 1629 20737 47319 5713 60924 40106 37405 4722 5735 96 15627 4185 1338 5639 176 30767 41606 3043 5419 19965 29306 992 20818 26382 4647 1876 10208 5110 12300 29255 8599 3721 158 76 1162 9960 18723 16337 889 1334 727
shrinkage=0.1


Tree=30
num_leaves=53
num_cat=0
split_feature=2 1 3 0 11 9 4 1 5 0 0 1 0 4 4 5 4 6 6 6 2 1 1 4 9 3 2 3 2 5 9 4 6 5 5 5 6 13 11 1 1 9 2 16 13 0 9 5 4 12 6 6
split_gain=11.0285 4.0632 2.24953 2.21032 1.09282 0.977885 0.91625 1.33478 1.48803 0.911774 0.857966 0.847459 0.844836 0.833326 1.30796 0.807455 0.806361 0.788492 0.953499 0.847573 0.783718 0.761405 0.709182 0.633899 0.626831 0.57243 0.572113 0.562916 0.542853 0.540142 0.529485 0.527634 0.525543 0.698631 0.519874 0.503783 0.501769 0.496486 0.576661 0.487814 0.478143 0.471698 0.463003 0.486035 0.460451 0.459896 0.452352 0.445737 0.826198 0.685879 0.497372 0.441098
threshold=0.021102292463183406 0.023359057493507866 -0.083637153496965752 0.0005117829132359476 0.022152785527918609 -0.032442012033406527 1.4478914075060272 0.87598878145217907 -0.39497388646500414 0.00030238796898629522 0.0012769218301400544 0.9802856743335725 1.7617821868043396e-05 0.63465168607974198 -1.2210630085886791 0.16434521499290308 -1.3049660749646703 -0.025087169156779495 -0.016103994194969957 0.17513946470173447 0.12823896110057834 0.99239736795425426 0.0037458078004419808 -1.5495422739697129 -0.052386249744177424 0.50719307764666166 0.99557068943977367 0.2499373406171799 0.00032148415630217647 0.41636485298053932 0.0098193449228080442 1.9887346010590792 -0.24580405555463994 0.38520053747135147 -0.57343349797682164 0.41636819434267275 -0.25242007380371451 0.12265578491062154 0.001502361594947468 0.00018309507868252697 0.024050584062933925 0.016031212020197347 0.99755054712295543 0.008712586284086216 -0.45975217971647225 0.034589977934956558 0.061260669380145953 -0.031199009074332432 2.1246048965242164 3.5344059213226231 -0.0067682602263399857 0.19965589716606749
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 10 12 6 -4 7 16 11 -2 -3 -9 51 14 24 34 23 26 42 -20 25 47 -16 -5 -11 37 27 31 -18 40 -13 -15 36 -34 -6 -35 -10 38 41 -21 -30 -7 43 -19 -40 -33 -31 49 50 -8 -49 -1
right_child=1 2 5 4 15 20 21 8 32 13 -12 30 -14 17 22 -17 28 18 19 39 -22 -23 -24 -25 -26 -27 -28 -29 29 46 -32 45 33 35 -36 -37 -38 -39 44 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.076841978619058865 0.11049761370192822 0.047902185589192188 -0.048356963821848814 0.042765711835521879 -0.19318673709457701 -0.019684193092716625 -0.01933035446639815 0.023675186085286112 0.049396047363600981 -0.066597011402247136 0.0072614702624691514 -0.11707031859578838 0.029935516502781784 -0.057225908157428042 -0.066626285740328847 0.034645033365228894 0.042897314940638302 0.0011310388427818632 -0.063768753801333719 -0.030388646817887135 -0.024554917359981152 0.017605330585692601 -0.037930649786331413 -0.056846649041606405 0.029085999866456869 -0.061231864687650843 -0.076414625140069525 -0.057709550312114402 -0.0074365081369514967 -0.019175155674470756 0.065725485580929541 -0.04516784911175209 0.052170552711743548 0.0028044852355424183 -0.042964413015376568 0.074032223087542606 -0.031759298497636458 0.0068463783519809229 -0.061691292023436289 0.0068424385050685991 0.017241229886352304 0.013959923246511064 -0.057341811760571321 0.078210889833404851 0.0056214893785377119 0.020949520571428511 0.13186480644697859 0.079958637569182173 -0.024705378728952215 -0.10801744410723578 0.0098261010977180978 0.030621357870796145
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leaf_count=493 67 828 2419 129 16 17117 709 209 439 302 16173 155 4439 2207 14204 314 1586 363 4149 1492 19507 1969 18601 503 1400 946 1407 2041 4448 1436 19 389 10335 564 912 276 238 9747 473 2675 21363 1612 147 618 9794 1401 22 564 1771 95 1087 143
internal_value=0 -0.0129356 -0.00511961 0.0177732 0.0121864 -0.01225 0.0137962 0.0181265 0.0342833 -0.0321611 0.0112861 -0.0403726 0.0369795 -0.0329731 -0.0427712 -0.0303041 0.0110622 -0.0220095 -0.00984364 -0.0195875 -0.0102277 4.22742e-05 -0.0488225 -0.0347295 0.00987792 -0.00591734 -0.0396756 -0.029201 0.0132224 0.0108669 -0.0933138 -0.0122529 0.0398736 0.0439459 -0.0515327 0.0155576 0.000897985 -0.00485619 -0.00928399 -0.00885609 0.0137639 -0.0161526 0.035054 0.0478082 0.00279325 0.00370832 -0.0149814 -0.0117151 -0.00285241 -0.0344947 0.0208701 0.0629153
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internal_count=184313 130079 78616 54234 49159 61615 47917 41722 12235 51463 17001 383 5075 51396 34507 1242 29487 16889 9444 8316 59196 6195 32805 632 1702 39689 7445 6038 28855 27269 174 3997 11852 11175 928 840 677 38743 28996 4167 25811 18729 1128 981 10267 1790 1458 4226 3422 804 1651 636
shrinkage=0.1


Tree=31
num_leaves=53
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split_feature=1 2 3 3 8 1 8 9 8 3 14 1 4 8 10 2 6 10 8 1 3 3 15 15 1 14 4 13 2 4 14 4 4 2 1 6 4 15 10 6 2 3 4 2 4 2 4 14 2 4 12 12
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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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=3 6 4 11 5 7 16 36 27 44 39 12 13 14 -16 37 25 18 23 -21 49 30 -24 -25 -26 26 -28 28 -30 -31 -32 32 -34 35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 50 -52 -53
leaf_value=0.049975090335611247 0.014660955083786023 0.055996382441525688 -0.064909738425061744 0.0065654865451599889 0.090468897739738624 0.0074343427355605387 -0.015710994438237043 -0.036274487868195891 0.086745890883704782 -0.054173917627992486 0.11000190653318408 0.030102375504012527 0.00056114403560481572 0.10477552051441484 0.061304466134057517 -0.027399254132033448 0.030233941829631836 -0.094974630834093438 -0.0051528171692827723 0.067149887969109506 0.010619327978208996 -0.032703107620976411 -0.027024846930971236 0.049213554159227742 -0.15670903158465579 -0.045993982050415508 0.0074463924476657842 0.065382543671253665 0.021829218251008212 0.031178373813855978 -0.061057912395407601 -0.0087785689362565606 -0.043574147041784209 -0.070577219540868583 0.060844830284512263 -0.025620623610819911 0.039819585524157819 -0.00029594206426149629 -0.0081927694588941422 -0.0013252439978172202 0.018524983308631861 -0.028128382653298596 -0.043788624878600982 -0.044830261591019167 0.0057460757148133645 -0.060960311012949901 0.0083470024726163827 -0.061716010061013876 -0.049276971034402747 0.0050639085458404004 0.051959652776850877 0.091770227693925677
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leaf_count=620 7315 172 739 11538 85 9841 5434 148 302 2579 93 11309 8031 35 781 5016 1439 62 135 636 228 14757 306 87 38 1742 1456 1456 3266 548 5138 495 1659 11725 549 1374 1161 19585 25034 2633 2671 1988 502 4182 800 1440 2402 234 7862 1545 650 490
internal_value=0 -0.0112558 -0.00349058 0.0183552 -0.00693026 -0.00585899 -0.0300607 -0.00432412 0.0280365 -0.00571159 0.0174261 0.010671 0.016239 0.00500284 0.0347228 -0.00448002 -0.0180889 0.0212987 0.0343798 0.0396251 0.0273858 -0.0389196 -0.00618964 -0.0270369 -0.0667921 -0.000916374 -0.0126771 0.0414056 0.0381166 0.0484518 -0.0399329 -0.0359321 -0.0110742 -0.0414552 0.0242929 -0.0589249 0.0304072 -0.00714104 -0.0117408 0.0108296 0.0237539 0.000233053 0.00384394 -0.040971 -0.039612 -0.0259262 -0.0216828 -0.00123056 -0.0316571 0.0310608 0.0213248 0.0628194
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internal_count=184313 133065 75187 51248 69170 68431 57878 64164 16758 62855 6017 34490 20462 9153 1122 59476 22009 11186 3871 3611 2975 35869 341 260 173 4637 3198 5572 5270 2004 35697 30559 2703 27856 1044 13099 1309 49635 30050 5397 2764 14028 12040 4267 3379 17372 15932 2636 13296 2913 2195 718
shrinkage=0.1


Tree=32
num_leaves=53
num_cat=0
split_feature=2 3 3 0 2 8 8 4 3 4 11 8 7 4 4 0 4 11 2 6 13 15 0 3 4 13 4 15 7 12 13 8 6 15 6 15 6 8 12 13 15 3 13 7 8 6 16 13 0 2 11 7
split_gain=8.93707 3.41164 2.11592 1.36042 1.09474 0.849636 0.838846 0.766074 0.725544 0.696351 0.665848 0.615469 0.575256 0.538396 0.541296 0.564862 0.532106 0.523755 0.517297 0.580854 0.50491 0.522285 0.453815 0.451189 0.468891 0.442024 0.429776 0.429107 0.881821 0.406921 0.483765 0.605109 0.404341 0.40168 0.420735 0.399538 0.38242 0.621159 0.575141 0.447668 0.482196 0.415904 0.632614 0.406694 0.38237 0.388385 0.380162 0.449101 0.375977 0.374438 0.373863 0.366021
threshold=0.0179796451702714 -0.069076186046004281 0.28096233971882617 0.000398805073928088 0.26669546961784368 -0.0084965014098083037 0.0028573025838408012 -0.044215390627082511 0.27044351003132766 1.2813343455945143 -0.0007991564724644664 0.0038160186879091238 0.0048707849390561267 0.65913848819173559 -1.2600764926047747 0.010059338063001634 0.28551072537646521 -0.0041869060756152734 0.00098334817448630951 -0.25241808270869082 0.20993852649118036 0.13345787161686973 0.18871262669563296 -0.46832142409402872 1.2813343455945143 -0.078872947825878476 1.4527206573327875 -0.12384182875938547 0.027437708534995945 2.4839299887526871 0.055370778737820939 -0.0063450820272405789 0.19297188238818627 -0.044903411953367639 -0.27580968546998585 0.10701771365538869 -0.019592294719348109 0.0013277575110317279 0.53638254480254288 0.039280076161958263 0.16952789705186724 -0.42821997964347241 -0.011876550081370845 -0.0043391157042676964 0.0026583812397047023 -0.1448641883834528 -0.18998128414104562 0.096141128128200928 0.0043764482252299794 0.00058022129815071832 -0.031335870435931119 0.006789720827076534
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 11 6 17 8 27 25 35 13 12 16 14 15 -7 18 -5 -1 -20 21 -4 -16 -12 -25 -3 -11 28 -2 30 36 46 -24 -14 -35 -6 37 38 -18 40 -38 42 -40 -39 -27 -46 -32 -48 -9 -15 -49 -36
right_child=1 2 20 5 9 10 -8 48 -10 26 23 -13 33 49 22 -17 29 -19 19 -21 -22 -23 32 24 -26 44 -28 -29 -30 -31 31 -33 -34 34 51 -37 39 43 41 -41 -42 -43 -44 -45 45 -47 47 50 -50 -51 -52 -53
leaf_value=0.081166022695469187 0.010105031163559203 -0.028696781966728476 -0.043069216488530987 0.0098722456106981882 -0.045269981097175616 0.035643353321336786 0.00025966773471080917 0.027002560660574212 0.11252803942491939 0.01237446536517188 0.040826756650145818 0.05973804286756558 -0.04174343906934349 0.02265627954025845 0.037346585232131295 -0.10050209380807545 0.0060744788848239167 -0.011100352839625224 -0.060587294483401402 0.055540868477757688 -0.082185964179122051 0.005520069347315794 -0.043215766460209255 0.0055391438892691608 -0.037951728580227884 -0.010938627714072571 -0.025143422053970934 0.018393376197940771 -0.06519439618046817 0.050642345159383095 0.088649799652263772 0.062203556681576982 0.089980726406344802 -0.078398269163860307 -0.023629373220457512 -0.009117348140888118 0.047365528383522447 -0.054522395911355583 -0.16156641356582341 -0.093203683792439596 -0.099703542847423332 0.0023867327745519954 -0.027792127679325093 0.094286049327709454 -0.13625414714304257 -0.0074172218657132657 0.087593027152700717 -0.1430664034832563 -0.015523404965355493 -0.00064949769836869032 -0.014334577918220787 0.047783750492936539
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leaf_count=553 2097 12335 17087 9813 19735 86 24929 605 158 1716 865 857 268 3732 13110 90 192 5813 100 250 1527 1728 527 7711 571 25076 3306 11619 372 448 31 421 55 58 106 3123 238 13 41 22 11 62 50 59 74 236 36 10 7898 3764 221 374
internal_value=0 -0.0110921 -0.0178073 0.0175192 -0.0135574 0.0130397 -0.00939791 0.00788046 -0.0159009 -0.0291154 0.0190405 0.0340042 0.0279013 0.024259 0.0326005 -0.0333892 0.0341014 0.00327217 0.0605589 0.0178455 -0.0429942 -0.0384312 0.0349001 0.00482712 -0.000364977 -0.0166055 -0.0103688 0.0140389 -0.00490723 0.0264046 0.0181338 0.0373448 -0.018957 -0.00121593 0.0163974 -0.0395328 0.00158742 -0.0172213 -0.0353527 0.0263413 0.0367598 -0.0723249 -0.100371 0.0557557 -0.011995 -0.0751744 0.00276609 -0.0120936 -0.00988223 0.0144167 -0.0296337 0.0276077
internal_weight=0 267.743 197.751 184.315 169.225 144.957 133.548 69.9918 79.8016 35.6765 89.7811 39.3581 31.8431 65.6612 35.5182 1.18802 26.2504 55.1757 5.88841 1.92701 28.5269 25.5832 34.3301 24.1199 21.0949 79.3814 12.7562 51.9754 9.71297 20.362 15.2045 7.02549 1.48655 5.5927 3.90573 22.9203 8.17898 4.65064 3.73239 3.52834 3.2567 1.9653 1.42452 0.918257 57.4935 0.925148 2.94647 2.52475 18.0164 30.143 2.1575 3.50385
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shrinkage=0.1


Tree=33
num_leaves=53
num_cat=0
split_feature=2 3 9 3 2 3 16 4 3 8 5 9 13 10 2 11 11 10 8 13 10 4 12 2 5 12 9 9 4 5 5 14 10 4 13 2 5 13 13 16 8 10 9 4 12 8 3 4 10 3 16 9
split_gain=8.24096 3.17735 1.50678 1.14526 0.983762 0.828327 0.716506 0.706621 0.664011 0.654209 0.626883 0.599292 0.56674 0.566013 0.550917 0.514319 0.49072 0.715391 0.469705 0.548995 0.45315 0.470545 0.922276 0.598709 0.911207 0.434088 0.465703 0.44522 0.432628 0.45161 0.440207 0.420294 0.453946 0.402945 0.500944 0.38539 0.380202 0.518901 0.367165 0.353191 0.35203 0.351642 0.344918 0.332924 0.325544 0.324921 0.323246 0.320635 0.324504 0.316144 0.4143 0.308199
threshold=0.0179796451702714 0.039953479543328292 0.047212886077898926 -0.24184473144123328 0.31416980922222143 0.39244102232623851 0.011946024157679582 0.38393049308876476 -0.13615230470895764 -0.0086885661478617263 -0.24818211280421248 -0.07101394817628949 -0.21438910934349292 0.047417609713968821 0.00072289491072297107 4.864315153370054e-05 -0.0007991564724644664 -0.00045944435951562787 0.0039265469896901896 0.41103866125046845 -0.004261891073771759 1.4479182887617477 2.4839299887526871 3.6640558391809468e-06 -0.03541418131501415 0.14605440962399618 0.0078946371258564029 0.0072023538447697809 1.3198216966718455 -0.44033674657364152 -0.037908233087746553 0.019078950823502697 0.00045832606638052906 1.4479182887617477 0.057299369557078678 0.66617757081985485 -0.18858050806981064 -0.1362961889564433 -0.41440709007464488 -0.047224575019577379 -0.011504323606776527 -0.039532156404604578 -0.010891894794397863 0.48740114286807018 -1.0604364527088868 -0.024061380978501561 -0.64034876553341735 -0.24186147991765022 0.042864052423684462 -0.55684584379196156 -0.074115605775338392 -0.012182619486831565
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 6 11 8 15 -2 10 12 -3 -5 -13 20 51 17 38 19 -10 21 25 23 -23 49 27 -27 -9 29 -6 -30 -7 -33 41 40 -31 45 46 -11 -4 -35 -12 -14 -34 -22 -8 -38 -39 -49 -25 -51 -1
right_child=1 5 39 9 28 31 36 14 18 16 33 13 42 -15 -16 -17 -18 -19 -20 -21 44 22 -24 24 -26 26 -28 -29 30 35 -32 32 43 34 -36 -37 37 47 -40 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 50 -52 -53
leaf_value=0.0042991145489891238 0.006367634989494885 -0.072409512596005685 0.057108571267179178 0.087717858420017142 0.043708233664678103 -0.017252258179345115 -0.043882110284134516 0.03028792370338055 -0.022834372923463284 0.074884879804119786 0.060096500718511359 -0.020853069248299883 -0.071307600850929576 0.030377442421635273 -0.0021347274619660157 0.014701405808916152 0.0029069615601720672 0.042268509784228581 -0.0001615578404294212 0.029107670719799757 0.1103697604766881 0.043208648664612388 0.066465018922341662 -0.1417663559598763 -0.0092822515626355979 0.022970158998094056 -0.045137629023140162 0.11093725195155149 0.060965026170746228 -0.025335635589201773 -0.01731563686401456 -0.078880520308257429 -0.060671230822349556 -0.024215348535471748 -0.00010485616156105875 -0.063862975208305028 0.10209057247938631 0.017419391543357084 0.012645524454265859 0.018296959825577368 -0.11491634799981856 0.0094117401043328844 -0.019640433487927336 -0.025465452109951103 0.032742274181196011 -0.0030349643433767027 -0.018912189761765744 0.0016332530488292083 -0.09681335610019598 -0.1502927543673685 0.023756939906538578 0.050138616361055835
leaf_weight=1.5873649250716031 20.648096543713336 2.1640592207622822 4.2930544142654981 0.38297001543105569 0.6023198341426913 4.551008760722655 2.2923800934222518 2.1076647003792481 39.436574071709401 0.95988759049578121 1.4362572544705461 62.450277227554579 1.8359009635023538 2.2187370784413352 9.6361936890134512 6.558249933703336 18.373842173479034 12.843855525414254 16.365971666579071 2.1308432998885101 0.54179941980692348 0.95964549388736387 1.2915260550798846 0.92782413441454992 2.7246318357210844 6.7737451774009969 1.1613924575358394 1.0111822434409985 0.8381935288052772 5.296500238241606 4.4586253593442953 4.4497846411545643 4.7879975785840525 1.1308089361409654 6.6530860176280839 5.1490769518886736 0.21013353487069242 35.228013097424309 32.296417777512033 5.1964291410840797 0.68349477763694988 23.694235430139091 4.3379309511983584 6.1957019718720403 19.477118586455617 12.427321621391455 7.5265097612577838 12.636152908547952 0.32633231807267371 0.20605864963727072 0.34185985522344642 19.853920617233371
leaf_count=545 6560 851 728 87 324 3800 550 336 18494 289 350 42580 465 1102 2899 1728 7452 4875 7386 800 74 70 186 60 461 947 119 97 321 4310 1953 3005 4666 267 1550 6397 55 10643 10595 1059 117 7812 1367 3226 2234 5444 3036 6235 96 20 38 5518
internal_value=0 -0.0105446 -0.00278687 0.0172581 -0.00500935 -0.0261839 -0.00245679 0.0266741 -0.00902594 0.0104907 0.00047022 -0.0208328 -0.0277708 -0.0190876 0.0191909 0.0392583 0.0167297 0.0222357 -0.0145126 -0.0201605 0.0246657 0.012895 -0.00855147 -0.0274898 -0.0437549 0.0254057 0.012924 0.0569114 -0.0282867 -0.0395373 -0.00476731 -0.0440451 -0.0519171 0.00599325 -0.0128551 -0.0444029 0.00485059 0.00861387 0.0144806 0.0359286 -0.0591603 0.0123485 -0.0351636 -0.0408848 0.0349383 -0.00944111 -0.0154015 0.0124736 -0.000973029 -0.106542 -0.0443384 0.0467513
internal_weight=0 261.88 175.063 179.789 165.573 86.8176 149.228 75.1602 78.5815 104.629 40.1547 66.8331 6.5568 64.669 47.1606 27.9995 64.474 46.1002 57.9334 41.5674 37.5244 17.5055 6.45155 5.16002 4.20037 11.054 7.93514 3.11885 16.3447 11.0479 5.29682 19.9845 15.4335 33.5979 8.46739 10.4456 70.6468 55.9271 33.2563 9.48948 1.8143 25.1305 6.17383 10.9837 20.0189 14.7197 7.73664 48.1905 12.9625 1.47574 0.547919 21.4413
internal_count=184179 133621 74391 50558 72604 59230 59299 15332 33240 35226 12015 44533 1919 43682 7541 7791 23211 15759 26680 19294 4642 2334 835 649 579 1499 1066 433 13305 11031 2274 14697 10897 10096 1934 10707 26059 20065 10884 1787 384 8162 1832 7892 2308 5994 3091 16974 6331 118 58 6063
shrinkage=0.1


Tree=34
num_leaves=53
num_cat=0
split_feature=1 1 9 10 9 11 8 9 9 14 8 6 13 1 10 7 15 6 15 11 6 14 13 5 13 9 13 12 1 11 6 10 12 1 6 5 1 1 5 1 14 11 1 8 1 5 6 15 1 5 12 14
split_gain=7.11046 2.91261 1.38708 1.14373 0.88796 0.818924 0.646192 0.598402 0.527954 0.505087 0.528523 0.503165 0.500834 0.490433 0.501253 0.486376 0.482756 0.472374 0.441021 0.431367 0.415227 0.409662 0.463425 0.416994 0.405017 0.594358 0.460094 0.473317 0.76218 0.401329 0.430095 0.398061 0.387097 0.402206 0.372609 0.358132 0.35751 0.348128 0.53484 0.584605 0.343979 0.338239 0.334112 0.323437 0.319825 0.605999 0.417736 0.315017 0.309203 0.308731 0.306732 0.305197
threshold=0.20356213301420215 0.0046982690691947946 0.01943526483621227 0.00022853065851094123 -0.089597111809038052 -0.0011337297481634468 0.082109157614935119 0.061260669380145953 -0.0073182133414307557 0.0081725845467691439 0.0002681080930094371 0.25103207554053558 -0.2907605835636991 0.57856023311615001 -0.043384559574227176 -0.079478284313763553 0.11136798629036776 0.26066202452910742 -0.11898195906033084 -0.034381714124013356 0.23114082599626998 -0.15574042520142514 0.57433303867363761 -0.042131033557245012 0.30369542587983106 -0.00036887480183372961 -0.0098949230986815299 2.3286911872327987 0.98608100414276134 -0.054553242467732965 -0.20661264051325615 0.053315806899508177 2.2349267288757528 0.9954928755760194 0.25404696609231031 0.22108207937339203 0.33250017464160925 0.42733810842037206 -0.44033674657364152 0.99239736795425426 -0.018130255312771817 0.02501341562355543 0.99754780530929577 0.027694153457391544 0.51065087318420421 0.1731575571696343 -0.23230877293280558 -0.17216528941057677 0.99874764680862438 -0.46006062560450262 0.74394391533644699 -0.17408347563693938
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 6 18 -3 9 43 10 41 19 29 44 -15 -4 -10 21 20 -11 51 50 -23 -24 25 32 27 -27 -29 -6 -31 -18 33 35 49 36 -7 -20 39 -39 -28 48 -21 -1 -12 -46 -47 -19 -2 -32 -14 -5
right_child=3 2 15 5 12 24 -8 -9 16 11 13 -13 17 14 -16 -17 31 47 37 42 -22 22 23 -25 -26 26 40 28 -30 30 34 -33 -34 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 45 46 -48 -49 -50 -51 -52 -53
leaf_value=-0.063567845886482774 0.0062801625752604649 -0.076469632712959174 0.049795352731741502 0.059153053228455238 0.081628862866457985 0.003800492276919247 0.039597613817955381 0.054957386392458257 -0.032730854389950097 -0.14674438609940155 0.011746149470098378 -0.062132292649133038 0.0063601656345279979 -0.049708191089286174 0.034962448633896998 0.0096512015874850275 -0.0027647005537104201 -0.05993432706274026 0.017822820276139677 0.0076124719659200592 -0.041688524389097897 -0.0074767817415154775 -0.010103954662403396 0.057012746813416927 0.046831195291407585 0.0052127708484439438 0.06070251749586443 0.023387382900551323 -0.2369131847306071 0.0033152778311056567 0.038974806798734482 0.16890681780592445 0.034541938374563375 -0.12353305425556288 0.0050328764790733855 0.030795223554129336 -0.063921542686616234 0.013042521892999884 0.049370618881699961 -0.16611840675075007 0.0089973559647782177 -0.056063073716735336 -0.097082787434858819 -0.021562366403021952 0.013798773587236629 -0.24415529019237772 -0.056460618687051337 -0.017994088291655771 0.049550572451617064 -0.050991548978330414 0.053468805061915405 0.0025011619242463231
leaf_weight=7.9653457722442891 75.569016942608187 3.0197858263709345 3.4013573042393572 1.5596951424922734 0.31950555250659896 1.2192901698254002 0.55826206537312817 2.8920690222003023 28.941081788735119 0.18212006264366198 9.460349078074616 1.7412169239050852 10.424464011130111 0.71180006079521518 18.434486623571274 25.885526996022236 4.3534712311629837 2.1437096465397181 5.3793857064047215 6.1748384450966096 1.2038400967758205 144.65492687985898 1.6211755606054796 2.1260571680941203 2.4384385362391177 2.597985959355356 2.9022653436695691 0.22103685839101661 0.20556852023582906 3.1577298865922776 0.3872382537374478 0.12178419287374698 0.98423997224017501 0.43675583817821451 1.6319376705669135 0.91210253364260996 2.1344542979386461 1.1248190648620973 23.809574165212325 0.19926494982792053 2.3129700753706857 0.83632292051333834 0.30301328419591289 2.4107367992455693 0.8451460082324036 0.16692496044561267 0.3753567005333025 10.650232180800911 1.6712421216088831 8.3808032989963941 1.5770988427357213 2.3987942442399794
leaf_count=5190 21409 960 889 391 103 482 187 489 21553 31 3401 378 3617 153 4810 8173 2849 676 1962 2831 293 72252 722 724 981 1161 955 102 15 1812 125 68 233 38 528 227 757 169 6111 21 1044 190 50 1278 359 5 64 4784 457 6548 565 841
internal_value=0 -0.0106062 -0.00591563 0.0155545 -0.0090283 0.0279241 -0.0582552 0.0101583 -0.0341521 0.00903776 0.0108742 -0.0145593 -0.00808138 0.0221537 0.0317719 0.0143406 -0.028007 -0.00661513 0.0364176 -0.00199068 0.00934869 -0.00513864 -0.00657613 0.0280643 0.00938932 0.00278276 0.0199284 -0.0110628 -0.10646 -0.0263496 -0.0289968 0.00255014 -0.0220448 -0.0339729 -0.0387967 -0.0243335 -0.0394091 0.0409892 0.0459316 -0.0157448 0.0378785 0.00653705 0.00246545 -0.0538615 0.00515365 -0.0393823 -0.120094 -0.0250941 0.00722747 -0.0469481 0.0126198 0.0249857
internal_weight=0 263.732 219.94 171.404 190.653 52.0405 3.57805 119.364 43.7924 116.472 108.071 8.40119 187.075 29.9941 19.1463 29.2869 33.4163 173.198 35.6754 6.65997 5.16233 160.404 148.402 3.74723 16.3651 13.9267 8.23983 3.02459 0.426605 13.8772 13.5577 4.47526 5.68684 4.7026 10.4 4.26585 3.35374 30.513 25.1337 1.32408 5.21524 78.0766 6.47785 10.3761 10.8478 1.38743 0.542282 12.7939 77.2403 8.76804 12.0016 3.95849
internal_count=184013 133603 102665 50410 93603 15783 1147 34627 30938 34138 30848 3290 92456 8792 4963 9062 24470 83340 9788 2912 1525 77880 73698 1446 5995 5014 3277 1278 117 9116 9013 2917 1737 1504 7201 1466 1239 8263 6301 190 1999 22056 2881 6468 3829 428 69 5460 21866 6673 4182 1232
shrinkage=0.1


Tree=35
num_leaves=53
num_cat=0
split_feature=3 2 4 2 0 14 3 4 7 13 7 10 6 0 2 0 2 3 0 6 4 3 6 3 14 0 14 9 2 7 9 13 3 4 9 13 8 12 9 2 4 6 7 6 6 2 9 8 13 4 8 3
split_gain=6.9325 2.81055 1.44557 1.53612 1.02868 0.986556 0.952106 0.849532 0.72712 0.673974 0.638088 0.55365 0.638588 0.594609 0.825768 0.58827 0.516611 0.514452 0.502126 0.466569 0.530441 0.460526 0.682971 0.533001 0.524309 0.47261 0.455368 0.442957 0.44291 0.458546 0.509871 0.42287 0.421662 0.602282 0.420377 0.405801 0.404079 0.392932 0.389786 0.385362 0.383806 0.418342 0.379856 0.376614 0.371323 0.366897 0.366233 0.473445 0.438778 0.360301 0.357216 0.382957
threshold=0.020677588414400819 0.0013284400338307025 0.55535159979164417 0.40314342081546789 0.0012769218301400544 0.17757427567018472 -0.58329920168034721 0.1098908134226963 0.0078152781119751203 0.38616583919839681 -0.0410226432360054 0.00022853065851094123 -0.1523557563228933 1.7617821868043396e-05 9.1034453362226503e-06 0.0005117829132359476 0.0053905111271888026 0.44599423574982217 1.7617821868043396e-05 -0.25241808270869082 -0.044215390627082511 -0.37635799066629255 -0.019592294719348109 -0.92461817257571954 0.0035368771832786435 0.0014679003506898882 -0.40754425755844531 0.016595597700678293 0.10759235918521882 0.061881638497521797 0.039047201959338994 -0.33827358246267758 -0.92461817257571954 1.4478914075060272 0.12379578391586597 0.098438968066538443 -0.025158393810768221 -0.31088573029823591 -0.07101394817628949 1.7722447410051249e-05 -0.91867136565513741 -0.023400041315730969 0.038812251454098189 0.11787971705047297 0.19297188238818627 0.00036378653021529322 -0.059707827759326711 0.052526954544122491 0.54350495238097862 0.62121588749401679 -0.0064975470708409514 -0.46832142409402872
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 8 10 -6 18 19 28 -2 26 15 14 -14 -13 42 31 -1 20 -3 23 45 25 -25 49 39 -18 29 34 -31 -12 33 -28 -8 -21 -11 -24 -7 -9 41 -37 -10 -40 -20 -23 -33 48 -48 -15 51 -34
right_child=5 2 -4 -5 6 38 9 11 16 36 17 12 13 21 -16 -17 27 -19 44 35 -22 22 37 24 -26 -27 32 -29 -30 30 -32 46 50 -35 -36 40 -38 -39 43 -41 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.093173396240506218 0.017514763895342938 0.071815434073786613 -0.017747522524485849 -0.050843820392493425 0.035288198262656022 -0.086253052791930213 0.0030833247232979117 0.0763250405551196 -0.011722073365510755 -0.014858854976854768 -0.04034209809880554 0.074337274457565702 -0.11464706790605504 -0.1395330435895335 0.039660123005756581 0.019992669774006794 -0.020458787808493032 -0.039445987751900065 0.043334641931006369 0.068114432857516172 -0.036482478003450093 -0.064266437095247944 0.11896324708977297 0.080372203387261976 -0.036420292799501236 -0.20126911510686543 0.020741234188070293 0.045802673985261499 -0.014503516835886396 -0.041994510152641752 0.014976651760311755 -0.071898792845530038 0.025302599812290147 -0.097751900130834568 0.070403479469041866 0.0963627541290345 0.03045792844007375 0.020163853291341488 -0.046141678788692346 0.022959093641885774 0.043662740941083682 -0.098301777534121643 -0.12378027467647718 -0.017546698213582766 -0.0074353632714326216 0.033512083959920613 -0.014681242969100028 0.055530821838171811 0.055317703771468676 0.067500120485392542 0.018708768580775702 -0.006171364489489831
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internal_value=0 0.00738424 0.00135869 0.00472057 0.00616467 -0.0216291 0.00390006 0.0220888 0.0305207 0.00212272 -0.0168923 0.0178546 0.0324461 0.0165979 -0.0447197 0.053201 0.000614638 -0.0189781 0.0438846 0.0458457 0.00166021 0.0253358 0.00713577 0.0514792 0.06567 -0.0421412 0.0129352 0.0178868 0.000118614 0.00217347 -0.022716 -0.0159709 0.00957154 -0.0393115 0.00359848 0.0559151 0.0229382 0.0324665 -0.0403756 0.0363927 0.0167839 -0.0520223 -0.0546553 -0.0365329 0.0370045 -0.0397236 -0.0135905 -0.012643 -0.0136996 0.012941 0.0112743 0.00144259
internal_weight=0 317.195 225.01 191.354 186.522 111.217 170.673 92.1843 15.8487 161.544 88.8103 77.2158 19.4439 11.0431 1.36834 8.40076 5.376 83.7415 14.9685 10.4727 1.94746 9.67478 5.71714 3.95764 3.44127 0.516371 57.7719 4.10505 147.373 129.228 6.98383 73.0411 50.5483 1.68838 122.244 8.52521 14.1713 3.71457 22.407 7.22365 2.03606 0.567325 1.27095 20.7044 13.1621 2.00257 66.5668 65.5235 64.5373 0.395598 48.8599 21.0472
internal_count=184013 109774 90868 75166 69765 74239 66546 18906 3219 63558 59588 14535 3177 2208 92 969 1113 56352 4371 2106 380 2116 1474 642 565 77 11358 748 58171 48453 1775 47599 10274 306 46678 1726 5387 892 14651 1084 559 97 365 13893 4207 582 41978 41561 41075 64 9968 4594
shrinkage=0.1


Tree=36
num_leaves=53
num_cat=0
split_feature=3 14 1 4 15 1 12 9 3 7 13 13 9 5 7 4 1 4 8 12 3 4 1 1 4 5 8 13 15 13 7 8 7 12 6 6 1 9 9 7 12 6 3 7 15 13 4 14 14 12 3 13
split_gain=6.00242 1.46491 1.37634 1.10891 0.640433 0.621335 0.769063 0.602064 0.595753 0.593893 0.942398 0.585461 0.548613 1.01894 0.541776 0.619791 0.575768 0.539036 0.75953 0.538615 1.04702 0.816833 0.766871 0.521969 0.520356 0.500443 0.486475 0.47806 0.487415 0.469858 0.467604 0.464495 0.464418 0.436462 0.432422 0.636136 0.624436 0.429503 0.55506 0.530465 0.492579 0.43126 0.421391 0.5426 0.469554 0.403325 0.596222 0.741138 0.401098 0.398229 0.396589 0.447588
threshold=-0.003560777753591537 0.14242317182614622 0.19632954150438311 -0.85654164896167428 0.30030987888767996 0.36190281808376318 3.3142617094882518 -0.0097850623536506979 -0.16214172984473404 0.038812251454098189 0.22283646724207132 0.49475578753456123 0.01117420065312995 -0.48986738203785324 -0.047315832929082154 0.66710356673787541 0.0019225958385504784 0.67956184934220354 -0.012687920647945607 0.42859364630242719 -0.92461817257571954 1.3198216966718455 0.97326731681823742 0.00051139469724148523 0.35874075095985236 -0.20757766038649936 -0.022191578581164873 -0.015657224641427572 -0.11657360991555238 -0.37819192336610319 -0.00084416451778570928 0.00096780754040509556 0.034725889882615608 0.28158533787611217 -0.24580405555463994 -0.25242007380371451 0.555779129266739 -0.002402649194161261 0.0015763201428338964 0.0031559698721901537 0.89648508257169424 0.19297188238818627 -0.055547859519720071 0.0019745510352515041 0.029284018591760417 0.033071100657676093 -0.97841885180540411 -0.18691640289167702 -0.11826776791463295 -1.3063444746016588 -0.15650940715568137 -0.029322748911076436
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 9 14 24 -3 -5 29 -11 12 13 -4 -2 16 -16 18 27 20 21 -19 31 -17 25 -7 -12 48 -29 -1 -10 -21 34 -31 35 -20 -36 41 39 -39 -40 -24 44 -44 -14 -18 47 -47 -15 -28 51 -41
right_child=1 7 11 8 -6 6 -8 -9 30 10 26 -13 42 17 15 23 45 19 32 22 -22 -23 37 -25 -26 -27 49 28 -30 33 -32 -33 -34 -35 36 -37 -38 38 40 50 -42 -43 43 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.053875107529075296 0.019039247856018845 -0.054873606663850862 -0.038503630291829911 0.0091937025345578006 0.061174155181938764 -0.010691839949867757 -0.067145333324839726 -0.025883032288724534 -0.02284267670807609 0.0060594252137602354 -0.0069095340140339877 0.041036822920809929 0.018886970716190735 0.0067632918731599066 -0.053597586280243137 -0.021937432567487397 -0.023666381972636472 0.059377455153159654 0.050412953070357126 -0.013109273279274934 -0.0030393152655132688 -0.16554903952472799 0.056079623521641503 0.012486991182838091 -0.0056188421107608967 0.046309783105450288 -0.17662303944373758 -0.058121828738669029 0.014111347757810897 0.009656349137273668 -0.00451722629901461 0.031324347194352592 -0.029598182577009337 0.061198057722049864 0.018629637108071747 -0.010832656193997009 0.048757880004067791 0.0063338698222855129 -0.017441958048704562 -0.22128239104957209 0.042998053416274606 0.010314644231724688 0.034533368002395384 -0.045337447307726875 0.048000354214082726 -0.14703024562934697 0.00077957034738793108 -0.023884786015142913 -0.11953826067878724 -0.064322687017451682 0.036199199247878955 -0.058051319154970464
leaf_weight=2.909380197794234 4.6294785014051731 10.532148799966761 4.0627833639446171 18.639429629101869 2.5656417663267339 2.1036226260330304 1.2923031007667294 22.553307728451045 22.042875183047499 6.3838065700256248 0.81783102577901479 8.3230577261952003 12.682057529782474 0.40891804594502901 4.7766437351210689 6.8549236367871371 43.582035725597507 0.20025242126212361 2.4410661301262735 12.721383326959765 16.14312081495882 0.67806142367771827 6.0566810768796149 12.248455728236875 7.797460691373999 5.6750186404151473 0.48077010907582018 1.1045809282441039 5.5587882673589766 33.75613920280739 37.784719986655091 2.8682853730970228 1.3998192873041251 1.7104653342976224 12.916695304523964 5.452161679531847 14.784263332260023 5.3152034100457959 1.6899395670916399 0.19529609402525228 6.4965035120403627 3.129064940061653 1.6506499354291002 1.7181532254744523 9.8743486629500676 0.51412936061387871 19.715402777387226 6.2318388293952038 0.62792473350418709 0.96363149194803521 0.31023979774181487 0.91237411046313344
leaf_count=524 2842 6153 712 7298 486 845 348 15967 11597 1239 196 2897 2719 166 5384 3280 32855 50 1157 3251 4231 40 1442 7449 3254 2680 46 333 1920 7535 18380 678 446 431 6313 760 8115 846 214 9 745 291 434 580 1878 95 12046 2210 162 185 79 133
internal_value=0 -0.01659 0.00847552 0.000986374 0.0126898 -0.0112693 0.00645972 -0.0351359 -0.00641087 0.0100225 -0.0136342 0.0153383 0.0137053 0.0104985 -0.0143044 -0.0159511 -0.020055 0.012468 0.0206791 0.00599309 -0.0088824 -0.114108 0.0123729 0.000125551 0.0126354 0.0309052 -0.0688255 -0.00787948 0.00201578 0.0153561 -0.0112738 -0.004908 0.0266244 0.0121712 0.028849 0.00817821 0.0347301 0.0235444 0.0130454 -0.00821401 0.0305107 0.0405396 0.0267354 -0.00622617 0.0316592 -0.0177546 -0.00800872 -0.0336281 -0.0704448 -0.103378 -0.0621577 -0.089841
internal_weight=0 148.507 267.776 128.055 49.5877 115.421 16.8684 33.0855 78.467 47.022 8.64604 139.722 131.399 105.473 98.5529 93.9234 74.8201 101.411 44.6942 56.7164 17.0214 0.878314 39.695 19.1034 15.5761 7.77864 2.26223 7.70021 6.66337 38.376 59.8276 15.5897 36.994 35.4666 35.5942 7.89323 27.701 24.1053 14.9196 6.73311 8.18644 9.18575 25.9252 3.3688 22.5564 70.0434 26.4614 6.74597 1.03684 1.4444 1.41791 1.10767
internal_count=183926 95408 88518 47917 10642 73288 7127 22120 37275 10156 1666 40601 37704 32093 66161 63319 52590 31381 19372 12009 4321 90 7688 10729 6779 3525 427 2581 2253 8490 29977 3929 16791 7966 16345 1917 14428 3759 2026 1067 959 1733 5611 1014 4597 47206 14351 2305 328 231 221 142
shrinkage=0.1


Tree=37
num_leaves=53
num_cat=0
split_feature=1 0 1 0 2 11 4 4 11 8 11 13 15 4 1 11 14 7 4 14 1 13 1 13 12 8 16 11 16 4 2 2 7 0 7 1 4 0 0 13 4 2 8 12 1 0 8 7 7 4 1 7
split_gain=5.37484 1.79806 1.38625 1.18754 1.0013 0.697817 0.669061 0.628101 0.777956 0.621753 0.61407 0.566309 0.582337 0.61011 0.785727 0.531122 0.512353 0.47065 0.536739 0.479399 0.495204 1.04716 0.768812 1.10003 0.816153 0.754095 0.66966 0.637155 0.540712 0.465393 0.740725 0.477713 0.487156 0.449328 0.418091 0.411761 0.62819 0.392024 0.371466 0.63607 0.595611 0.463323 0.44743 0.369837 0.35797 0.354886 0.354754 0.333995 0.333501 0.323277 0.600097 0.358173
threshold=0.060205001384019859 0.0016769295907579365 0.0013242221320979299 0.0053605507127940663 0.084856953471899046 0.10814915424083647 0.33591082994989302 -1.1357062981878729 -0.017048187140176887 0.0041492978617659751 -0.10664073209621946 0.49475578753456123 -0.099352141029083019 0.68531867408011748 0.9538685977458955 -0.0013103687238205702 0.2954682364879862 0.011710904823249385 0.38393049308876476 0.050914016267537866 0.99754780530929577 -0.17224785602942988 0.9954928755760194 0.31152252338496705 -0.17178249906402168 9.1658595000343872e-05 -0.002331334852724797 -0.0079366380977504251 -0.052579787055598161 0.64893314604780827 0.5653846561908723 0.00098334817448630951 -0.047315832929082154 1.7617821868043396e-05 0.0028232353919420152 0.69555822014808666 -0.069891854243008769 0.19242873042821887 0.017945881932973865 0.053369957528896034 -1.3295883461446245 0.0069193886592984208 -0.004405644220956525 2.6573420088397071 0.043380837887525565 0.0096473465673625487 -0.027671902742345381 0.044062069853375622 0.11266940472070366 1.4527206573327875 0.96473678946495067 0.0004831006155097632
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 7 11 9 -1 -4 -9 17 47 12 -3 14 38 -15 29 18 46 20 22 -22 33 24 -24 27 -27 -26 -23 30 31 -12 -33 -20 -34 36 -13 -31 40 41 -14 43 -42 -40 -18 -17 -2 -5 -37 -35 -51 -52
right_child=1 4 3 10 -6 -7 -8 8 -10 -11 16 35 13 15 -16 45 44 -19 19 -21 21 28 23 -25 25 26 -28 -29 -30 37 -32 32 34 49 -36 48 -38 -39 39 -41 42 -43 -44 -45 -46 -47 -48 -49 -50 50 51 -53
leaf_value=-0.067700437252810663 -0.00048248088780188114 -0.006517899395060746 0.060748024170554887 0.10686744405930004 -0.010333432953765501 -0.09526991551735646 -0.028015558172408063 0.10015805025384146 -0.0038639163173796731 0.046565369145516858 0.073050816098727947 0.034373709946353512 0.07093770560365989 0.0037786918619889601 0.04153357730564966 -0.064280304192918289 -0.050661605657861535 -0.014458912587768305 0.057100932983616529 -0.083870910424746425 -0.18246864559200424 -0.0025299726708979948 -0.17558407949100277 0.084433879228808711 -0.036100859644864244 -0.013289609964477471 -0.1684332638499012 0.069291277653710626 0.079740773985211441 -0.0056932159433704908 -0.052614707816561135 0.016230986619146025 -0.023112305463754174 0.0060812421441774241 -0.0076027926701547665 0.056416884858843976 -0.033949785819079759 0.032656578441366983 0.049189075744104978 0.016733704441528423 0.00059593101983842567 -0.0084069806869523055 0.029264442314386303 -0.10160269200680533 0.019056661289837715 -0.012983714921771722 0.049421776913540549 -0.04730873256415314 -0.10143266027951524 -0.045256205457811977 0.061569535599628668 0.0034517060160722127
leaf_weight=5.1466242350211386 1.6787531947775267 30.566397449444594 2.8604426299352772 0.61442589374200807 39.308459086199491 0.46984649251680721 24.376389682272929 0.77955293537524895 7.3192356868130437 10.813801666863581 0.61882358163620566 4.1736100154457745 2.1294734549737795 31.366915774091467 8.9152372333155636 1.8427044726413431 5.7036524663235459 3.6530105384626941 2.896175132129442 0.45390342373866488 0.17078256467357267 1.0673273247157338 0.41067470073903711 0.76868099725834316 1.5743827456426522 0.52057375712320209 0.58815687217429491 0.87916196573496463 3.1460067159587188 10.66099586994096 5.0885967132184069 4.9701405995438099 38.571444849000272 13.18626275487077 31.670959714758283 4.5335369380482007 1.9657988973958689 3.5349720638987483 2.1544260881928525 27.157714847284069 10.330347226400139 26.306419296405238 11.493250486387293 0.15952514833770681 0.83596814401971631 4.9514972068755014 9.3739318031748535 0.16955333951045759 0.12232076315558504 0.81922109212609839 3.9213713983626803 1.4540244030504252
leaf_count=6698 244 10456 536 289 21353 71 13306 146 2611 1627 320 1529 325 8953 3880 446 3966 999 217 82 8 134 33 66 149 33 32 88 313 5829 8865 2554 27507 2074 15325 1778 946 2566 1105 11104 3868 11048 4518 53 385 2164 2504 68 40 163 369 183
internal_value=0 0.00838005 -0.0156737 -0.0106454 0.00403241 0.0239679 -0.0349699 0.0206186 0.00634419 0.0249732 -0.0139931 0.00739106 0.00586931 0.00885568 0.013406 -0.00171576 -0.0146782 0.0199429 0.0228763 0.0162728 0.0177665 0.0488788 0.0126896 -0.0238115 -0.0450346 -0.0291952 -0.0969354 0.00188806 0.058976 -0.0128114 -0.0157407 -0.0132547 -0.0139817 0.0204714 -0.016123 0.0295297 0.0124625 0.00388496 0.0102524 0.00577611 0.0206641 -0.00462539 0.0157054 0.0381051 -0.0417222 -0.0270263 0.0418533 0.0732168 0.0519035 0.0149509 0.0337607 0.0459114
internal_weight=0 265.324 142.922 113.399 207.478 57.846 29.523 10.9592 8.09879 57.3762 102.44 168.169 157.374 126.808 88.6464 38.1611 101.656 46.5624 42.9094 31.8567 31.4028 4.38412 27.0187 4.74163 3.97295 3.56228 1.10873 2.45354 4.21333 95.1159 80.92 75.8314 75.2125 22.2771 70.2424 10.7953 6.13941 14.196 79.7312 55.7781 23.9531 28.6204 21.8236 2.31395 6.53962 6.7942 11.0527 0.783979 4.65586 19.3809 6.19462 5.3754
internal_count=183926 92955 90971 70967 83566 9389 20004 3293 2757 9318 67674 62213 57920 47464 35901 11563 67317 7691 6692 3944 3862 455 3407 401 335 302 65 237 447 62966 54571 45706 45386 3006 42832 4293 2475 8395 32021 23310 8711 12206 8386 1158 4351 2610 2748 357 1818 2789 715 552
shrinkage=0.1


Tree=38
num_leaves=53
num_cat=0
split_feature=2 2 9 4 2 11 7 13 10 4 2 7 4 4 14 4 2 6 10 11 6 4 6 14 9 11 14 4 4 12 12 16 6 7 11 12 9 13 11 9 9 16 9 14 13 7 15 15 11 9 11 13
split_gain=4.52265 2.12942 0.971021 0.936966 0.971301 0.844705 0.691186 0.675387 0.674888 0.62044 0.696111 0.615264 0.550935 0.526262 0.504616 0.568548 0.467592 0.649027 0.433307 0.659721 0.885488 0.591311 0.508639 0.489495 0.455074 0.418486 0.415629 0.406091 1.09302 0.737267 0.905117 0.854428 0.614852 0.53291 0.481773 0.483696 0.403099 0.400021 0.398746 0.397076 0.384894 0.396733 0.378264 0.732384 0.431306 0.376296 0.360156 0.356657 0.402778 0.348906 0.333061 0.331225
threshold=0.0046855248510837564 0.20638290047645572 0.01943526483621227 0.38393049308876476 9.1034453362226503e-06 0.028940463404636373 0.011417223372818383 0.10311282800790417 -0.0049598967640648141 0.35874075095985236 0.66617757081985485 0.0046042124655171724 -1.4173665853437432 -1.0570658838716895 0.10888369455072211 -0.1846927861413121 0.00064516568090766679 -0.24918743777839428 -0.004261891073771759 -0.012413820370814019 -0.15954684156252522 1.4795058632040154 -0.025087169156779495 -0.70926487169783614 -0.0027440654369786056 -0.10664073209621946 -0.40754425755844531 1.4479182887617477 1.4527206573327875 3.838798525805923 0.62592610924869585 -0.0087162001143666137 -0.20176479462955296 -0.0012478765547737686 -0.079848087683249649 0.97441104624959007 -0.014699853829526826 0.0097941882137537982 0.10814915424083647 0.0053137372313693297 -0.010891894794397863 0.12475744977203405 0.012868140125096685 -0.17408347563693938 0.1933462695617062 -0.022438593859096235 0.0037624164934953476 -0.099352141029083019 -0.0023083829665778792 0.0029835471552946964 -0.00052770439531019185 -0.061767122504056991
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 11 7 16 46 26 10 25 49 -7 38 15 42 36 39 23 20 51 22 -22 -6 -23 -3 -8 -25 29 30 33 37 34 -29 -30 -36 -1 -32 45 -18 -16 -42 -9 44 -44 -4 -2 -21 -49 -5 -34 -20
right_child=1 9 13 4 18 12 8 14 -10 -11 -12 -13 -14 -15 40 -17 17 -19 19 47 21 24 -24 27 -26 -27 -28 28 32 -31 31 -33 50 -35 35 -37 -38 -39 -40 -41 41 -43 43 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.015315212644826624 -0.014010030598786328 0.11157209954602963 0.049756824832519558 0.031209152506785909 0.071871859770747767 0.034942816802218071 0.097565519798720385 0.020121676877720623 0.033748327965999622 -0.015556001030818833 -0.063363521073468168 -0.0013710286044877143 -0.048690189911701709 -0.0009061112607652163 -0.02932851670647978 -0.0036845079546440184 0.017045399648410533 0.035839614458756545 -0.10434455098117373 -0.0082534814101541312 -0.11325130056705578 -0.18488049211981869 -0.0079121826026104323 0.0036779257836844544 -0.0096957352330369357 -0.02714267663918803 -0.024326357608999035 0.08378870090774089 0.041416049437983965 0.093235424969351277 -0.17672651608462184 0.016592972263663266 0.060710398962828219 -0.057503293716166692 -0.057654264360465571 -0.00016930464499631572 0.059082174382914111 -0.081403023732810692 -0.038744690023016087 -0.060867216363235103 -0.0072234901655599069 0.042860828625906011 -0.20524820948592448 0.012885709750387914 0.0074184554487926021 0.018043620215547649 -0.0030909534812551863 0.038578311699364737 0.0061631823510456514 0.066854382323166331 -0.11240712726180178 0.036896963244760883
leaf_weight=0.77706313501403101 57.748965739730465 0.20353218544915108 5.6658561199765289 9.8128022192686348 0.83631512545980413 0.8853607336495769 0.27914951359707618 29.605237779743451 4.9758993904542859 35.063350827153045 6.8619316290141787 4.4858353775634887 6.3868815559653731 13.506834369411079 6.6737769451556259 20.95126312915454 1.4203945123117621 13.46878516233255 0.15995992545504156 3.1554123070636768 0.53815967672198972 0.44870349911798257 2.6346645124103842 21.297234372677849 0.22039754809520662 15.75903908238797 4.9775919577150489 0.42905277397949249 1.2934865048155169 0.26042177691124369 1.1533707343041903 0.42550518014468197 1.7853722414438378 0.64588222140446283 2.606401322846069 3.31058400098118 10.229562779399886 0.78832301392685611 0.90647487749811162 1.1857205691267152 10.054441838048204 1.8586200976351381 0.28861448903626286 1.0965104146525835 0.13676167054654798 11.058170327822157 63.346420917959904 11.975913385753307 5.6451734877446063 3.8384347841929403 0.10251447834889305 2.7212601317369263
leaf_count=233 29661 107 1254 819 107 226 106 11229 2044 22873 11979 383 2084 5217 2766 11104 496 5572 14 875 216 49 446 5719 85 15094 1684 68 183 31 56 55 921 71 603 653 3387 77 165 231 4609 739 23 344 56 2372 31775 3193 2005 238 30 387
internal_value=0 -0.0067801 -0.00246757 0.0164704 0.0103995 -0.00503683 0.0295681 -0.00376633 0.0074105 -0.0239214 -0.0367505 0.0307588 -0.0384485 0.013949 0.00400191 0.00904971 0.03793 0.0270073 0.00447809 0.0138636 -0.0133388 -0.0446797 -0.0263054 -0.00291324 -0.128903 -0.0252531 -0.0175496 -0.00478359 -0.018847 -0.0645134 -0.0768617 -0.111201 -0.000174479 -0.000666422 -0.0134958 -0.025587 0.0538137 -0.139104 0.0253191 -0.0185735 -0.0101367 0.000642117 0.0176182 -0.0307557 -0.139295 0.0288286 -0.00829941 0.02267 0.0282102 0.041305 0.0503588 0.0284698
internal_weight=0 288.058 230.17 117.885 80.5712 199.033 37.3142 191.761 10.2326 57.8879 22.8245 18.1371 7.27224 31.1373 70.6652 52.0784 27.0815 16.0749 62.4341 27.4996 6.72315 3.84193 3.17282 34.9345 0.669101 15.9626 5.25674 34.0981 12.8009 3.70256 3.44213 2.3672 9.09836 1.07493 7.21047 5.91699 11.0066 1.94169 17.6305 2.60612 18.5868 11.9131 31.1271 1.52189 0.425376 16.724 121.095 20.7765 17.6211 13.6512 1.88789 2.88122
internal_count=184714 153677 103624 31037 17284 94616 13753 92306 3834 50053 27180 1440 2310 9008 30870 22756 9919 6299 15844 7270 1197 796 662 8574 134 15201 1790 8467 2748 358 327 188 2390 139 1439 1256 3620 133 3791 727 8114 5348 11652 423 79 3626 61436 6073 5198 1057 951 401
shrinkage=0.1


Tree=39
num_leaves=53
num_cat=0
split_feature=3 0 3 2 14 6 8 11 9 6 5 4 2 6 5 2 10 9 0 14 14 9 7 7 2 8 5 7 4 2 2 5 8 4 14 5 5 8 6 7 14 3 14 10 3 0 11 2 6 5 4 14
split_gain=4.4321 2.08149 1.38675 0.743716 0.700662 0.662807 0.616295 0.532709 0.514957 0.500859 0.546028 0.484135 0.731605 0.5151 0.628076 0.482592 0.461852 0.523141 0.452615 0.405528 0.428975 0.447039 0.438209 0.402237 0.393489 0.385806 0.509355 0.373816 0.363358 0.451914 0.440621 0.387568 0.344902 0.338485 0.337679 0.328979 0.316536 0.628079 0.396903 0.396165 0.31224 0.309839 0.308186 0.307635 0.304808 0.307582 0.304082 0.304069 0.3633 0.478 0.335664 0.293186
threshold=0.026167027652263645 0.00015058194549055773 -0.30529727786779398 0.094209440052509322 0.1066050929857134 0.19297188238818627 -0.004405644220956525 0.00080480051009577697 -0.0038007793772561606 -0.019594419778145408 -0.28107251239926351 1.389589453132986 0.00052087978110648702 -0.24275684003263251 0.2876771558573693 0.014424105174839498 0.10133992484114331 0.061260669380145953 0.057801360264420516 -0.12341171776357954 -0.084844935932386331 -0.0019842117587283267 1.0000000180025095e-35 0.055806259735657178 0.0073294290341436872 0.012405435205604288 -0.25167134153791609 -0.0012478765547737686 1.2433968804803019 0.26669546961784368 0.99379184842109691 -0.032753980591227076 0.030737975096206491 0.35874075095985236 0.28515967954365351 -0.49910747045729575 -0.23961630597903402 -0.024061380978501561 0.27862366397231225 -0.038576890186660516 -0.094596088685042531 0.011966072022914888 0.23626325753347829 0.0022912894808735265 0.071260781667660936 0.071412760764360442 0.01976147993239712 0.00072289491072297107 0.15153868429408149 -0.44033674657364152 1.53542062334697 -0.0059261902743775368
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 11 6 5 24 36 -7 32 -1 -11 18 -13 14 -14 27 17 23 51 46 21 40 -23 33 35 -10 34 -8 29 44 31 -30 -6 43 -27 -2 37 -4 -38 -39 -21 -19 -20 -17 45 -26 -12 48 49 -41 -50 -3
right_child=4 2 3 -5 8 7 15 -9 25 10 19 12 13 -15 -16 16 -18 41 42 20 -22 22 -24 -25 28 26 -28 -29 30 -31 -32 -33 -34 -35 -36 -37 38 39 -40 47 -42 -43 -44 -45 -46 -47 -48 -49 50 -51 -52 -53
leaf_value=0.049484998567737991 -0.16286866279036505 0.030488955631674804 -0.044329361095224055 -0.013344124664632513 -0.050179162318253104 0.022011180664209901 0.032843665069816001 -0.014116118905622577 -0.02748123093929862 0.062245982255876964 0.032469029825740674 0.015608794949314914 -0.033335889348041818 -0.011425468127025176 -0.18324117746117508 0.001261119582249705 -0.10848497999021547 0.063021408542752386 -0.0016609945678661177 -0.041221248029513713 0.0094774592109134054 0.087568011224033182 -0.058314787042025654 -0.035793932639597417 -0.02814580554022807 0.027343729230139231 -0.0082774173235288708 0.010476883336033671 0.051627366534454246 -0.046826898497707464 -0.054476610219254977 -0.011924018871370597 -0.0059365304512888637 -0.015896285143941265 0.16803867621220434 0.014239240997320365 -0.0027277809638138095 0.071231354015106343 0.035199576296687775 -0.082721216194733868 -0.1851208175704121 -0.090812349904002346 -0.13346926745434626 0.018223705962621902 -0.027716103246969666 0.0021031746193330768 -0.081585464504254426 -0.016853631311599216 -0.0017088594106906673 0.079250527804682308 -0.22236102012977824 0.010545593506433568
leaf_weight=11.254810784135772 0.089884056826121994 30.751046787886249 5.3998991647385983 35.175520449853138 12.676170722752429 8.7396939078967097 10.500163567305206 7.6278988191934323 13.491425714915069 2.5758313031255957 5.9905104086938072 10.470567743032005 0.77985712472582214 3.0588794105860861 0.42714418476680294 36.400203460844978 0.35490382055286218 1.9099922031455201 4.6525242177885948 0.29687531254603527 3.3409489677396769 0.29622493788338011 0.58168337677489035 2.7392119473952325 5.1250860617565186 0.45080206517741306 4.0287265785391346 25.908708240501255 1.9396915015677225 7.1089373458871696 0.96794559288537119 1.8720646380024835 2.051953767523627 7.9559953335628952 0.26553463610616745 4.4189458508208181 62.765777999476995 0.67859155533369531 2.8684249810503379 0.20161213434766967 0.31845515755412634 0.12524778800434422 0.16684715890733048 15.122579224548188 18.13426539079137 9.6995225622608796 0.22677814390044648 6.6668280924241117 0.26301026146393258 1.1332048647927857 0.075973140075802803 9.7266945078531553
leaf_count=1470 11 9850 1376 23790 8797 3722 3662 3566 11410 294 614 1284 191 589 6 15116 58 331 2044 30 317 37 57 812 3510 348 2448 10295 767 11575 451 1155 1154 4111 77 2227 22372 140 1258 41 18 31 50 6074 14214 6116 35 2848 78 450 3 3434
internal_value=0 0.00618698 0.003691 -4.23382e-05 -0.0182298 -0.0122569 0.00254277 0.00517745 -0.0301254 0.033879 0.0209428 0.0171349 0.00138803 -0.0334374 -0.0882563 0.00773572 0.00254553 0.00318834 0.0222552 0.0112323 -0.0104721 -0.0546976 -0.00833743 0.00154911 -0.0180383 -0.0188644 0.00564629 0.0169401 -0.020869 -0.0239768 0.00517548 0.0205041 -0.0440296 0.00327897 0.0822753 0.0100892 -0.00401032 -0.0174165 -0.00106124 -0.00124862 -0.11877 0.0528573 -0.00669312 0.00624437 -0.0190259 -0.00837531 0.0280903 -0.00728311 0.0306155 0.0540282 -0.0596936 0.0257033
internal_weight=0 301.162 276.279 216.246 98.6885 65.7239 181.07 16.3676 32.9646 24.8821 13.6273 60.0336 14.7364 4.26588 1.207 101.017 64.6081 64.2532 45.2971 11.0515 4.83419 1.49324 0.877908 62.218 49.3563 18.2365 4.74506 36.4089 44.8475 40.0678 4.7797 3.81176 14.7281 59.4788 0.716337 4.50883 80.0533 14.4191 65.6342 9.01922 0.61533 2.03524 4.81937 51.5228 32.9589 14.8246 6.21729 8.34063 1.6738 1.33482 0.338983 40.4777
internal_count=184714 113166 110294 92846 71548 47314 69056 7288 24234 2872 1402 17448 2070 786 197 40490 26533 26475 15378 1108 459 142 94 26113 40026 14283 2873 13957 37788 35415 2373 1922 9951 25301 425 2238 28566 4936 23630 3560 48 362 2094 21190 23840 9626 649 3420 572 491 81 13284
shrinkage=0.1


Tree=40
num_leaves=53
num_cat=0
split_feature=1 0 2 13 4 4 4 0 4 2 11 1 4 8 9 13 4 11 10 9 0 2 1 10 2 12 8 10 10 2 15 4 11 10 1 11 1 4 1 11 4 11 1 10 14 13 13 14 8 4 0 4
split_gain=3.81289 1.70812 1.1113 0.713626 0.687401 0.61142 0.67857 0.568888 0.553955 0.931419 0.5828 0.540169 0.497043 0.435597 0.561274 0.449536 0.439075 0.435162 0.433693 0.401051 0.533989 0.394122 1.20453 0.376022 0.372018 0.365947 0.363698 0.344585 0.330219 0.329323 0.415804 0.446478 0.35672 0.373802 0.349186 0.333217 0.328272 0.319017 0.318144 0.316626 0.314718 0.358726 0.354216 0.304177 0.568223 0.385417 0.3404 0.293028 0.292504 0.323618 0.593407 0.293145
threshold=0.27197435498237615 0.0006424404273275287 0.22953990846872332 0.11250010787803619 0.31607681197405341 1.4795058632040154 1.3582681137215487 0.36789812147617346 1.389589453132986 1.7722447410051249e-05 -0.0011899639257921145 8.6760078374936728e-06 -1.3049660749646703 0.0052544951891304445 -0.089597111809038052 0.20562904098980647 -1.2600764926047747 -0.017048187140176887 0.0052931105032057724 0.0075507563000188115 0.018881589174270633 0.00064516568090766679 0.99754780530929577 -0.011031861871493069 0.00028268506866879767 -0.10514998516274369 -0.0046346128202350637 -0.015469382720293991 -0.0023829535687848982 3.0508758754876911e-05 0.031560285024930891 2.1246048965242164 0.0024792340467004004 -0.027871762368606806 0.9954928755760194 -0.026952012796313592 0.024050584062933925 0.73089217839275766 0.97326731681823742 0.0015665744061464204 0.68531867408011748 -0.0081564700929311288 0.97700297832489025 -0.01600428093991162 -0.46773361842656097 0.10782743444342148 0.073938339999630495 0.16991063664203954 0.0034948649780159984 1.4527206573327875 0.00030238796898629522 2.1246048965242164
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 17 6 37 13 10 43 12 -7 -2 14 -3 16 39 -4 47 28 -21 29 48 -8 -18 -22 40 -5 -15 30 38 -32 33 35 -35 -31 -29 -6 -11 -16 42 -42 -14 44 -10 46 -46 -13 49 50 -23 -51
right_child=8 2 4 27 5 11 23 -9 9 21 -12 18 26 19 15 -17 24 -19 -20 20 25 22 -24 -25 -26 -27 -28 36 -30 32 31 -33 -34 34 -36 -37 -38 -39 -40 -41 41 -43 -44 -45 45 -47 -48 -49 -50 51 -52 -53
leaf_value=0.045552988668082627 -0.10368400230266972 -0.072629273678332607 0.020483021805827315 -0.086287742625765287 -0.0088117633622714249 -0.074977475498089252 -0.090870690690876985 -0.03547461149138393 0.096642929348095818 -0.071885883805800715 0.0043000538608721876 -0.019737431761869685 0.01632733630181776 -0.011011342164709169 -0.0088678799743375468 0.0038592632397591708 0.041344990354268848 -0.042966394797306323 0.00084619620115141997 0.042534818023182333 0.013537517380518499 -0.20464539428051454 -0.17845290162019456 0.023451773286709207 -0.014382019367968516 -0.029776331169708948 0.03067270861250574 -0.10023633503571966 0.0065665074326701246 -0.05275393047992466 -0.13977494127957157 -0.0054232916432751061 -0.08036700469694108 0.0056717815525032071 0.040740642740858597 0.067623668557448266 0.021289261365481468 -0.043319101122335564 0.022259271178933976 0.018873696305256191 0.020590556423584875 -0.016948328717743481 0.048726265810806899 0.029248981682473914 -0.030101002092003323 0.019281696786897604 -0.1436485443369499 -0.075221384692994775 0.030590845791940793 0.030357519843870029 -0.032711983408021186 -0.021508392201241233
leaf_weight=8.1987222203679249 0.29342162562534113 1.322429091844241 1.1477925281906234 0.53287321859534165 10.462365399595003 2.4409983788937089 0.28209721806342702 6.3120213654319732 0.43102215137332711 0.46086526749423429 23.900665233193422 2.0702738454638152 18.449923522744715 22.976858023779641 8.669587461165067 27.114233130689172 1.1990076496949758 16.251083124062802 4.211986857932061 5.0537093835882834 8.0594249490477505 0.19540707152918368 0.45276730449404645 7.4960805983064338 82.746820082895738 2.55418670610561 32.333381409698632 0.24136788332543702 19.952196282124078 1.4433475420228203 0.54773199697956432 0.44238123187096789 0.4312570953479743 10.298282869567624 3.9063990656868546 0.25727475574240521 1.5525239902053725 3.5899425963252716 1.4194364604481959 7.7995380001048025 4.8819807064501219 5.2811400628197571 4.123804618657231 13.785340656671904 0.99267649417743375 1.0500984422396866 0.34911806555464864 1.7721385815384563 1.235817273816793 1.6563344140449769 3.813078091625357 3.1054728287563194
leaf_count=1383 38 453 788 85 8806 660 63 4887 42 67 11445 1208 7102 10383 2517 10978 431 22940 2252 1188 3331 13 13 2653 44089 1250 12850 60 9971 255 50 73 47 1857 827 39 396 6130 183 1976 1606 2085 1678 1193 107 129 30 698 228 960 647 807
internal_value=0 -0.00770546 -0.0094112 0.0317031 -0.0227448 -0.0141061 -0.00456088 -0.00598764 0.0130641 0.00418275 0.0176665 -0.0339195 0.0225515 -0.00499148 -0.00824195 -0.00756435 -0.0106491 -0.0387642 -0.02134 0.00215654 0.0158414 -0.00643287 -0.022035 0.0191098 -0.0135776 0.00308192 0.0231486 -0.0170748 -0.00284232 0.00207544 -0.0290582 -0.0808896 0.00757115 0.0100417 0.0153545 -0.0340369 0.00412323 -0.0176705 -0.00126839 0.00427625 0.0157048 0.00108836 0.0222794 0.0231312 -0.00674012 -0.0259396 -0.0611215 -0.0455531 -0.0146564 -0.0210807 -0.0419512 -0.00342215
internal_weight=0 254.01 243.485 10.5255 49.7248 32.3259 21.8305 193.76 135.538 46.2741 89.2643 10.4954 65.3637 187.448 128.852 127.529 100.415 17.3989 8.0544 58.5964 15.6673 29.6659 10.4589 7.77818 83.9458 10.6136 65.0702 2.32677 42.9291 19.207 2.87041 0.990113 16.3366 15.9053 14.2047 1.70062 1.79389 14.0523 1.8803 16.4691 32.7368 10.1631 22.5737 16.6083 2.82292 2.39189 1.34179 3.84241 10.0061 8.77029 4.00849 4.76181
internal_count=183947 139576 137652 1924 46198 22470 17652 91454 44371 7567 36804 4818 25359 86567 60444 59991 49013 23728 4158 26123 5769 6066 2668 2716 44520 4581 25321 541 20354 3398 373 123 3025 2978 2684 294 456 14936 250 4493 12471 3691 8780 1501 308 266 137 1906 2655 2427 660 1767
shrinkage=0.1


Tree=41
num_leaves=53
num_cat=0
split_feature=3 3 0 1 4 1 16 4 3 9 5 13 7 12 3 7 7 5 4 5 1 11 5 9 7 1 4 4 1 1 15 16 16 11 1 4 7 4 1 5 15 4 16 7 5 5 4 16 3 15 4 4
split_gain=3.74959 1.28659 0.785229 0.826426 0.613314 0.610534 0.833471 0.595084 0.539234 0.515343 0.455588 0.504541 0.452969 0.452539 0.409746 0.401904 0.398338 0.387761 0.58354 0.389902 0.416511 0.381494 0.363112 0.358287 0.32523 0.307199 0.471421 0.449764 0.441472 0.412632 0.34039 0.336862 0.536615 0.341643 0.302947 0.378603 0.299767 0.319264 0.400081 0.332365 0.335138 0.297169 0.291356 0.289328 0.286434 0.548319 0.282257 0.292563 0.281723 0.278947 0.297152 0.307504
threshold=-0.057161603122949593 0.034564452245831497 0.0006424404273275287 0.41034030914306646 -1.2600764926047747 0.22630590945482257 -0.032334091763311389 0.24617427481291987 -0.37635799066629255 -0.059707827759326711 -0.48986738203785324 0.43926236153636034 -0.079478284313763553 2.5415662486173014 0.46527238740236504 -0.0049976828983374641 -0.0016499640166720085 -0.44033674657364152 0.35874075095985236 -0.063403246039750047 0.9802856743335725 0.10814915424083647 -0.046464326421907558 -0.0010366525792482283 -0.1482880741943273 0.71707037091255199 -0.032209794701454499 -0.1846927861413121 0.77753600478172313 0.75791621208190929 -0.0095936660552081564 -0.095380912523707242 -0.10307937371140431 -0.034381714124013356 0.98608100414276134 0.98794582735069225 0.14642696611810505 -0.11698268230766233 0.0034575589234009389 -0.48986738203785324 -0.12384182875938547 -0.74954089200943563 0.011127920937301925 0.061881638497521797 -0.44033674657364152 -0.46006062560450262 -1.2410005915375732 0.15213956604777781 -0.25069062877446407 -0.43814539399396951 0.65913848819173559 1.4795058632040154
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 4 -4 6 24 10 21 -3 41 -12 22 -7 34 -8 -10 18 -9 42 -21 25 -11 -18 -2 -1 27 -27 -29 30 -28 32 -31 -33 49 -36 37 38 -6 -39 -41 -5 -19 -17 45 -26 47 48 -40 -14 -51 -52
right_child=1 9 3 7 36 13 15 17 16 12 11 -13 14 -15 -16 43 23 19 -20 20 -22 -23 -24 -25 44 26 29 28 -30 31 -32 33 -34 -35 35 -37 -38 39 46 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 50 51 -53
leaf_value=0.031433395934635754 0.089087352246106977 -0.060116213800001331 0.018698364533389595 -0.079165670100971586 -0.10509219985990295 0.01409447455764333 -0.014208859268654934 -0.24056707623334583 0.056061392395658161 0.076176067775687861 0.029144797330252648 0.079717489474076295 -0.10066322990889753 -0.022022361217874573 -0.034160187534634505 0.0059642129333256529 -0.017432788268065349 0.044110862121262501 -0.01734770054618457 -0.0072787224641901226 0.016527136737497752 -0.10984136746361613 -0.024802164954869053 0.036461468552079289 -0.018090127729999263 0.036858174969773116 -0.19971462319924574 0.07987639192353331 -0.088025409560479745 0.0043107497288487027 0.010586734680310001 -0.072769796013742158 -0.11590838236005863 0.027667935029484066 0.08356730593145674 -0.0079698533700667627 -0.076900987403349094 0.043122504138719542 -0.083091526244163078 -0.041708508752021083 -0.0093215601650972982 0.0085921637712239578 0.00012530597167321881 -0.027456147778969694 -0.019998612134652646 -0.16446914644908503 0.0048392055104762507 -0.17559013479672936 0.025238297205206713 -0.020120289292182562 0.0020276382722218328 -0.024982647719159822
leaf_weight=8.5640117314324069 0.24872502808648533 2.8637646790957652 14.943931984562367 0.51259890804067243 0.32546279071072959 27.22775244103082 15.91458661843353 0.13053710607346047 7.0276016210154921 0.90878055979555938 14.896407758308216 2.2676025012096934 0.37075750335134117 3.9594760430845772 13.248828339089867 46.023014966448727 1.7262073204074111 5.1172031350561147 0.57488218581420369 13.850334398019188 15.622491953097777 0.22558742586988856 0.56726108484872273 4.2285078862296341 0.70515718747628853 0.56680585342473921 0.14502106298459694 0.16491807776038037 1.2422243613509634 2.5407268569288139 0.14292899082647359 0.3329466892610079 0.41702132469800091 10.993201725439569 0.66979224035821872 1.3108294211124301 0.53877375680894957 1.0188763800688345 0.43127988325431943 3.831173963979384 18.922782456213099 1.4070588085451188 2.1310015008566552 2.7275457049363458 26.765093851650814 0.38868286117213446 37.38835852674675 0.1348022751044482 0.50286635465453489 45.383920234258085 14.814863501957008 5.8721109348844029
leaf_count=1458 85 1709 2881 108 204 12021 9055 10 957 502 6934 1085 152 1436 11679 23517 325 3492 148 3695 2826 39 404 678 250 305 11 20 197 278 30 42 39 1357 345 353 142 268 100 1705 10351 219 1474 841 15462 53 13690 37 151 39357 8582 2888
internal_value=0 -0.00912263 0.0107632 0.00716474 0.000494857 -0.00260139 -0.00667029 0.0163726 0.0233898 -0.0185187 0.0307364 0.0359009 -0.0170735 0.00949931 -0.0180683 -0.000419789 0.0399528 0.00903751 -0.0635034 0.0104608 0.00534224 0.0148808 0.0375339 0.0208328 -0.0210411 0.0160774 0.0081043 -0.0375476 -0.0676038 0.0143263 -0.100729 0.0167668 -0.0132245 0.0246071 -0.0149444 0.0234488 -0.00382066 -0.0031698 0.00242371 -0.01229 -0.0148027 -0.0153477 0.0312106 0.00408515 -0.0220799 -0.0718844 0.00338126 -0.0468657 -0.0253873 -0.0160948 -0.0155936 -0.00565409
internal_weight=0 209.971 172.866 134.548 78.0383 123.96 92.7728 56.5101 38.3177 86.0109 19.0837 17.164 83.1471 31.1872 81.6711 64.6651 12.9823 37.4265 0.705419 36.721 29.4728 25.3354 1.47604 5.95472 28.1077 25.1098 16.5458 1.97395 1.40714 14.5718 0.28795 14.2839 2.95775 11.3261 68.4223 1.98062 63.0944 62.5556 38.7828 23.7728 22.754 1.91966 7.2482 48.7506 27.8589 1.09384 38.4573 1.06895 0.934146 66.4417 66.0709 20.687
internal_count=183947 128691 55256 49520 29529 62720 49263 19991 5736 65971 8346 8019 64262 13457 63356 33413 1960 11645 158 11487 6521 3776 906 1003 15850 3737 2279 522 217 1757 41 1716 317 1399 51677 698 26648 26506 14182 12324 12056 327 4966 24358 15765 303 13978 288 251 50979 50827 11470
shrinkage=0.1


Tree=42
num_leaves=53
num_cat=0
split_feature=1 1 4 2 1 9 6 6 8 5 6 9 4 2 4 1 9 7 16 2 6 5 7 1 16 2 4 6 1 15 1 2 2 6 6 16 15 2 4 14 14 16 7 1 2 14 11 5 15 5 7 16
split_gain=3.60084 1.22435 0.713481 1.34175 0.581493 0.677036 0.560024 0.590686 0.537203 0.559568 0.496144 0.491149 0.484993 0.49645 0.532012 0.652437 0.483015 0.477792 0.486603 0.54173 0.452656 0.424887 0.422376 0.408666 0.392418 0.384844 0.378311 0.374337 0.400258 0.372382 0.360825 0.403496 0.358304 0.354254 0.415405 0.351352 0.347165 0.345873 0.343677 0.340007 0.336566 0.335638 0.330918 0.327562 0.315894 0.408921 0.314907 0.410735 0.311533 0.462972 0.311998 0.30912
threshold=0.031195519492030147 0.19632954150438311 0.6733977920541584 0.00089172943262383353 0.65267792344093334 0.047212886077898926 -0.24580405555463994 -0.25242007380371451 -0.0431388275639756 -0.34710389468845304 0.19965589716606749 -0.030234974967638429 -1.1171383332072404 0.0015983495977707209 0.35874075095985236 0.0025173401227220897 -0.046585069434007427 -0.079478284313763553 0.038969268199510902 0.00024747950374148791 -0.39766649801623094 -0.44033674657364152 9.385359295094099e-05 0.016974087804555896 0.062059778879431295 0.97356241941452037 1.4282020682522976 0.17852239427635483 0.00021350251336116346 -0.34232997253799397 0.71707037091255199 1.7722447410051249e-05 0.023109380155801777 0.27862366397231225 0.28276134231118161 -0.10738376824341941 0.37777505626800906 0.13136230409145358 1.3198216966718455 -0.25125983379440403 -0.20146489288841093 0.008712586284086216 -0.028367643407412123 0.21089317649602893 0.13453858345746997 -0.1158770004188356 -0.014953868961430939 -0.48986738203785324 0.0037624164934953476 0.18096186112449833 0.013678616743876978 0.0063047198992611285
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 11 4 43 5 46 7 -6 -8 42 -5 20 16 -14 15 -15 -1 -13 19 -19 -2 -17 -23 40 -12 26 39 -27 -29 -7 -9 35 -24 -20 -35 -32 41 -21 -30 -16 -18 51 -10 -4 45 -39 -3 -48 -43 -50 -51 -11
right_child=1 2 3 10 6 29 8 30 9 36 24 17 13 14 25 21 23 18 33 37 -22 22 32 -25 -26 27 -28 28 38 -31 31 -33 -34 34 -36 -37 -38 44 -40 -41 -42 48 -44 -45 -46 -47 47 -49 49 50 -52 -53
leaf_value=-0.04902030550740006 -0.15701852045577264 0.031977049356197398 0.13842802471622551 -0.0047161147438207034 0.054678344266895766 -0.09847064017418565 -0.02358661686126275 0.056240968265470009 0.075273028028920594 0.038952723206737636 -0.047977121903156561 0.03803218785967008 0.026923969817855466 -0.06013008487541667 0.094613225279772506 0.010698236282303594 0.1477325016329066 0.05330292354486002 0.0091145807859051974 -0.0035782568712233913 -0.020158753510585142 -0.040047407263978874 0.011979325848332089 -0.0038809501380341854 0.013633530092454563 -0.037382779509589369 0.016936687031808461 -0.022246957636468539 -0.019305024895145823 0.063112204867443164 -0.067074172230407209 -0.034212536991881363 -0.02649918132562112 -0.11553128758240999 -0.010598729247540462 0.072164350911328598 -0.08143356685086138 -0.17110825202176938 0.084433334390424997 -0.015052430346635105 0.034395215267701597 0.086260470908170198 -0.0065771242134638579 0.012173785152640067 -0.017934154720327514 -0.0080449178872381132 -0.034066413343103397 0.0067783904136120817 0.062259096251385482 0.023370980012813358 -0.0983903082262641 -0.054948942363836475
leaf_weight=1.3217706628311132 0.23172966963465924 4.3929977944862904 0.18889691621006832 10.481759933594732 1.7292472167137019 0.13454846906825002 1.488923065404381 0.67237647310685034 0.55352939988370042 13.868159768162858 6.4564473954524138 3.2677008582049885 2.0896730487884261 6.3552861980811022 0.27031950555101758 3.0224535738379918 0.28252153491484966 1.5368562708317757 48.731194289827272 71.207511383855945 8.4722357288137555 14.597958406759409 3.5588926649143087 3.7549025205298676 1.2222086504407341 9.9369224703259516 5.5377654570547739 2.990005081454 0.51836630319303345 2.9361589327345419 0.22596509382128716 4.1477700892901339 7.4889930995155964 0.43039170956762918 2.419788359416998 0.7105432345997541 0.20171538362046604 0.29756339614687022 0.79170799691928551 16.450658313649914 2.2574260709297951 3.241593654663574 3.640666284562033 51.821886273353812 11.952105501458389 0.3039150507102012 2.6543260730977627 31.34077395284703 3.1733521247715544 0.59981427169441293 0.30259109017788433 0.34487119036930458
leaf_count=653 26 1513 38 6339 964 25 427 87 53 7891 1433 942 988 9772 136 1311 63 343 20893 31049 3232 16033 1934 1530 237 7229 2612 898 415 535 18 568 7140 108 1007 50 75 16 289 12562 1089 2099 1017 9231 10387 209 660 15211 1953 282 134 162
internal_value=0 0.00530103 0.0117894 0.00450852 0.0184775 0.010464 0.0279867 0.00373432 0.0346023 0.0379578 -0.018881 -0.00108683 -0.0184711 -0.0209563 -0.0223616 -0.0311653 0.00553951 0.000346007 -0.000558442 -0.00519465 -0.0241119 -0.0247113 -0.0288889 0.0171005 -0.0381618 -0.013902 -0.00568124 -0.0267319 -0.00206698 0.0555115 -0.0116888 -0.0208352 -0.0141046 0.00710741 -0.0270557 0.0379508 0.0444072 -0.00627893 0.0436746 -0.0131819 0.0479315 0.0456517 0.00449439 0.012679 -0.0215715 -0.091286 0.00683686 0.00357327 0.0630858 0.0443626 -0.0185584 0.0366091
internal_weight=0 295.382 146.531 70.1712 76.3599 41.4588 34.9011 7.4859 27.4152 25.9263 18.1604 148.851 81.2256 73.609 71.5193 35.0236 7.61662 140.147 136.879 85.298 8.70397 28.6683 25.6458 6.29485 7.67866 36.4957 22.2587 14.237 4.30008 3.07071 5.75665 5.08428 11.0479 51.5814 2.85018 0.936508 21.7321 83.7611 1.31007 16.721 2.53995 21.5304 4.1942 52.0108 12.5536 0.601478 38.3881 33.9951 7.31735 4.07576 0.902405 14.213
internal_count=183868 119214 51002 17278 33724 17944 15780 1687 14093 13666 8009 68212 64654 61319 60331 36190 3335 64954 64012 42004 3258 26418 25107 2682 1670 24141 15310 8831 1602 560 723 636 9074 22008 1115 68 12596 41661 704 12698 1152 12521 1070 9269 10612 225 17384 15871 4468 2369 416 8053
shrinkage=0.1


Tree=43
num_leaves=53
num_cat=0
split_feature=3 0 3 9 10 7 13 5 5 13 6 13 9 6 6 4 12 0 14 6 13 0 5 5 7 0 14 13 4 12 4 14 5 10 9 0 4 4 7 14 13 0 7 13 4 4 7 8 9 10 13 10
split_gain=3.34067 1.16079 0.927564 0.610884 0.643231 0.569235 0.553047 0.676346 0.533531 0.432186 0.426843 0.410998 0.415197 0.402933 0.390872 0.403092 0.383874 0.39926 0.351805 0.311839 0.613689 0.423058 0.462356 0.344303 0.310094 0.314248 0.305215 0.314097 0.303829 0.300254 0.300211 0.385558 0.450497 0.63579 0.312706 0.29898 0.289842 0.419624 0.288167 0.303887 0.350978 0.383252 0.281668 0.342248 0.350955 0.296515 0.279089 0.275497 0.271023 0.26907 0.265565 0.264599
threshold=-0.055547859519720071 0.0057063857093453416 0.26056471141055232 0.0040557471497418935 -0.0043737733656261926 -0.0059967883793836056 -0.031234634494212907 -0.38314684035929208 -0.44033674657364152 0.091615810479412405 0.24002593909642053 0.51857866108793937 -0.089597111809038052 0.20267467164648628 -0.054041901869426902 0.54216021682744386 -0.85636505890374914 0.0006424404273275287 -0.13412259954553526 -0.22488529990948283 -0.0059220716352916874 0.047497326508164413 0.044913025482459575 -0.29914695401486674 0.0044771488659305992 0.0037674601189792161 0.1736777667789102 0.39881787761428056 -0.053588832294101246 1.5011678009725731 0.64893314604780827 -0.17803570409940242 0.35433133351280932 0.0017764326110642048 -0.052386249744177424 9.2212543677305816e-05 0.08488590180932945 0.093135862975899 -0.020195430329061199 -0.0095966487212125837 0.93033512326341894 0.007556410040706397 0.027437708534995945 0.096141128128200928 -1.2600764926047747 -1.4969042304657247 -0.069643988787078892 -0.025158393810768221 0.0095707014273447317 -0.006872348519294586 0.029270106829974572 -0.011031861871493069
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 24 47 8 9 -2 -8 19 30 -13 46 -4 -16 -6 18 29 28 21 22 -21 -22 25 35 27 48 42 -18 31 32 -9 -34 -33 -1 -11 -38 -25 40 -40 -42 49 -44 45 -45 -10 -5 -12 -3 -30 -37
right_child=2 10 14 5 16 -7 7 11 13 36 26 12 -14 -15 15 -17 17 -19 -20 20 23 -23 -24 38 -26 -27 -28 -29 50 -31 -32 34 33 -35 -36 51 37 -39 39 -41 41 -43 43 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.02793943856110493 0.029583676255981489 -0.021792494333291612 -0.04157764259896557 0.0115371884154716 0.054619739443065807 0.020788841513046774 0.0019655990171031203 0.036855106851348476 0.027679489135445545 -0.028639742138243274 -0.021749584954174755 -0.090496907049720979 0.036273018229432075 0.00068664648538689166 -0.033775577307226953 0.00061641778810850539 0.024502131022748671 0.0021186783086469736 0.013781205119197518 0.02226203445153805 -0.008857604127638705 -0.021927806546939026 -0.015216095555558341 -0.012825157188024863 -0.025316473274666431 0.048663714899883304 -0.073092911014523115 0.03625741339800919 0.0061236116886573154 0.073910324672324987 -0.010744992291350152 -0.039904437574156626 -0.10111205915414299 0.064084734799370546 0.0011986475588531445 0.015990065330030806 -0.17800760141764993 -0.057556065963943463 0.030437240441467346 0.01084758761151206 -0.22230305978397469 0.037772499650953764 0.031843433799704349 -0.0043821590494782982 0.055158824698983235 -0.14332664661958794 -0.0196403443515085 0.055335419823559787 0.010531069263602304 0.025239267516656744 -0.038144117013587941 -0.021285026100363754
leaf_weight=2.8111317757575334 2.8313838348876734 1.5792130074441946 10.301550652244261 1.7066616953452456 3.2533109711876049 21.638997556636241 2.1434849538782137 5.4232724490170758 1.2619983598142415 2.0992665687517733 9.8687207325733599 0.25742144094692765 4.5147410292975101 13.715726719286748 6.4844627522541014 7.160136662030709 2.4067196345094999 9.0531597572939955 5.7758752044173907 7.8247182444283698 4.9720071937044841 8.4983323908973016 5.6567606835578772 2.6399249649930416 4.4478668342744632 1.4586979979276282 0.75365053500354484 1.399092360246869 1.999671850398953 2.5544438342240028 23.367871811784426 1.8877962229853427 0.58212462664960174 0.36574855945946183 64.725710252452927 2.7765000724139091 0.36075143510242913 1.3792426730651639 20.973653466315223 15.926717144250693 0.09830979330581513 0.10233061850885861 0.47843171370914184 0.22053677393705584 0.1648395064403303 0.49709900649031624 52.379806089215663 9.4173244146550115 3.5172623479556924 5.1167217679467276 4.1587940301214985 5.974021314223136
leaf_count=379 1260 478 10258 255 1049 4795 983 2360 690 743 2785 94 2245 6865 7854 4304 405 2738 915 3949 1982 4409 2056 702 1287 489 255 302 818 266 10266 934 130 114 37118 752 7 586 9377 7740 3 57 115 51 85 44 41281 1418 1074 2068 1320 1358
internal_value=0 0.01063 -0.00841731 0.0201165 0.0118972 0.0302677 -0.00592078 -0.00139897 -0.0128189 -0.0340187 0.00342036 0.000536461 0.0291274 -0.0146086 -0.0268836 -0.0157505 0.0228617 0.0175971 0.0306233 0.00633604 0.00920197 -0.00447741 0.00653706 0.0159255 -0.00257516 0.00521716 -0.0117511 -0.00854116 -0.00710457 0.0501131 -0.000884657 0.00227421 0.0257408 -0.0373626 2.35751e-05 -0.000329979 -0.0540262 -0.0840612 0.0190287 0.0213003 0.029147 -0.0973082 0.00567633 -0.0355131 -0.0719389 -0.101754 -0.0185184 0.0486446 -0.0132649 0.0141189 -0.0237938 -0.00944946
internal_weight=0 169.721 201.242 73.2747 40.5117 32.763 177.296 107.107 70.1889 5.98275 96.4468 101.125 4.77216 67.3575 23.9462 13.6446 23.0435 19.7902 10.737 80.9081 66.6928 21.9798 13.4815 44.7129 17.4682 13.0204 15.5387 14.7851 14.2153 4.96116 96.3525 72.9847 6.37115 0.947873 66.6135 11.5617 3.83926 1.73999 39.7409 37.101 21.1743 0.20064 8.05684 1.36091 0.882475 0.717636 53.6418 11.124 13.386 6.69593 6.15847 8.75052
internal_count=183868 55776 128092 16106 9638 6468 105676 55580 50096 2319 39670 53261 2339 48836 22416 12158 5373 4324 1586 35254 30275 10414 6005 19861 4265 2978 4416 4161 4979 671 50922 40656 2604 244 38052 2489 1336 593 17879 17177 9437 60 2841 295 180 95 41971 1673 3859 2546 2138 2110
shrinkage=0.1


Tree=44
num_leaves=53
num_cat=0
split_feature=1 1 2 4 1 3 7 14 2 2 11 4 3 16 3 11 12 6 12 3 6 13 7 3 14 3 1 4 7 13 12 2 1 2 11 4 2 4 12 6 11 16 4 4 11 16 13 7 13 16 11 12
split_gain=3.01336 0.971251 0.942054 0.672505 1.23849 0.610186 0.584877 0.576389 0.497941 0.482353 0.441472 0.438683 0.423651 0.433293 0.422996 0.574866 0.457495 0.408857 0.400475 0.39348 0.495491 0.612281 0.389262 0.49351 0.87182 0.649995 0.378173 0.414477 0.427209 0.359603 0.358299 0.350538 0.349551 0.34044 0.32922 0.327627 0.32001 0.675174 0.319699 0.354795 0.379893 0.318989 0.326522 1.22798 0.427757 0.467298 0.403426 0.3188 0.311293 0.307501 0.296765 0.295326
threshold=0.066186595708131804 0.00045453048369381582 9.1034453362226503e-06 0.68531867408011748 0.9538685977458955 -0.25069062877446407 0.017674271648538548 0.050914016267537866 0.0043449075892567643 0.0012011606013402345 -0.064698922215818314 0.30586504669508913 -0.51098124065902073 -0.060821147226436965 -0.11145544424653052 0.0032284959296941945 2.2349267288757528 -0.24275684003263251 -0.57876105362861119 -0.84922737015995142 -0.020581631901748391 0.033071100657676093 0.0023794414347489156 -0.34646197524853045 -0.084844935932386331 -0.15650940715568137 0.2957576215267182 -0.10900561456624562 0.047438125773907533 0.93033512326341894 1.431714949496605 0.013848508242517711 0.87598878145217907 0.0057522563729435214 -0.0071604689107362274 -0.29899944414959995 0.47875228524208074 0.64893314604780827 -0.42744980672799898 -0.24580405555463994 -0.017854894604386957 -0.050373733727906871 1.4527206573327875 1.4479182887617477 -0.0051398218378404673 -0.083089160997045261 0.096141128128200928 0.005861013158573034 0.26421229105146427 0.38721859731774261 0.0024058185808068732 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 4 5 6 35 22 -3 14 -10 -1 -12 -14 16 -16 18 -15 -5 20 -20 -22 -2 24 30 34 50 28 31 -11 -24 49 -30 -8 -25 51 -19 -38 39 -6 -41 42 43 44 45 -21 -47 -40 -23 -28 -7 -4
right_child=2 8 3 9 38 26 33 -9 10 29 12 -13 13 17 15 -17 -18 36 19 41 21 48 23 25 -26 -27 27 -29 32 -31 -32 -33 -34 -35 -36 -37 37 -39 47 40 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=-0.075097673584245267 0.045993498484259723 0.018108113266573512 0.030011228778479795 0.052495311135113701 -0.044339878237709809 -0.0048934991561294626 -0.04623930687870028 -0.11090780554949915 0.037249476950874272 -0.014176574541901419 0.030003156405174564 -0.026654377689203049 -0.022889771778016529 0.0098241067235010013 -0.0078480659296435006 -0.12766469226253169 0.030875920162871991 -0.0076357749154722628 0.032180740109480008 0.0090697217575617071 -0.19741449637095609 0.022331281576397098 0.035872240628886339 -0.016744359973321125 0.11022130135065444 0.019812441047863255 0.052461578018117051 0.0010161884926575878 -0.05294870421069299 -0.16201071944738665 -0.041169876088810453 0.016207462125843369 0.14986020981007819 0.0050198266475280154 -0.12267832004496067 0.014910798503272772 -0.054370327546966496 -0.004978294658295121 0.040110524060642493 -0.017178991641500697 0.058478221867300832 0.01564359064522838 0.01745435491051275 -0.11657682002884491 0.075980307689864135 -0.11750243640346231 0.020152653873485433 0.086743534687117846 -0.11647078934161655 -0.14091760238238504 0.0083699283804475576 0.070544607806987222
leaf_weight=2.0844550447754981 9.4346647998609168 6.9489709682666208 10.053912830248008 1.4378456297672553 0.76129421310179202 53.445964262107282 1.6291905502184807 0.26727889198809762 1.9701735041016935 21.164133940608739 2.5285696460705358 17.50813004829979 24.658718466071605 11.36438492651723 12.147424636668799 0.39665227066143494 7.7529586494438254 58.488995214268243 0.46890043215898913 2.4321012564541893 0.33599572834646696 0.39896907517686486 1.55746074509807 0.56595885987917427 1.1748520288965663 2.1063965432986143 5.262496379967617 14.880789369209195 0.97314001041377085 0.14842629773192939 0.96150558255612839 7.7278617184495033 0.076016510924091563 6.0646636095334543 0.60618578162393555 13.921600257279351 4.8030145272168721 6.5077955633605598 6.1528429529103033 1.0175111522785305 1.856119667378151 8.5592123099413513 2.4530289575195638 1.1580990774673408 0.60431903132121911 0.63866657856124209 0.30834657055675052 1.9421790096748734 0.24890968346153386 0.067124692039214895 24.628629014282069 2.1926071843233794
leaf_count=3354 844 3019 2740 386 162 26112 557 19 819 9839 781 9531 18379 6740 3729 52 1519 36164 140 427 32 85 109 60 63 246 2168 8254 295 38 67 3448 22 1738 41 5716 10670 5598 3082 385 1256 1572 481 96 192 83 83 1034 35 16 10658 894
internal_value=0 -0.0112708 0.0074685 0.00567768 0.0092167 0.00661535 0.0183121 0.0303475 -0.0078248 -0.00322941 -0.00946089 -0.031871 -0.0103161 -0.0112844 0.00333465 -0.0118103 0.0104272 -0.00775431 0.00208174 -0.0020836 -0.05161 -0.0914072 0.032765 0.0147941 0.0397758 -0.0134139 0.00291345 0.0126636 0.0249336 -0.0153389 0.00638318 0.0298734 -0.0360248 -0.00591514 -0.0725332 0.0254345 -0.0106181 -0.026004 0.0404128 0.0156751 0.0317476 0.00242182 -0.0124811 -0.0267741 -0.000268046 -0.0142272 -0.073132 0.0514627 -0.0326649 0.0495704 -0.000708608 0.0373591
internal_weight=0 136.863 229.982 213.308 152.654 140.924 33.862 16.6743 117.271 60.654 110.322 19.5926 108.351 105.823 39.3414 12.5441 26.7974 81.1642 19.0444 17.6065 1.45277 0.983874 16.407 6.97236 3.69382 3.27854 107.062 28.9874 14.1066 21.3126 2.51897 13.0575 1.04916 7.69385 1.17214 26.1681 69.7998 11.3108 11.7299 3.63493 2.87363 16.1538 7.59456 5.14153 3.98343 3.37911 0.947013 8.09502 0.647879 5.32962 78.0746 12.2465
internal_count=183830 95055 88775 87326 68537 62618 11645 1449 82170 18789 79151 12885 78332 77551 8912 3781 5131 59172 3612 3226 292 152 1430 586 239 347 50973 14203 5949 9877 176 5632 317 2295 101 9350 52432 16268 5919 1803 1641 2934 1362 881 785 593 166 4116 120 2184 36770 3634
shrinkage=0.1


Tree=45
num_leaves=53
num_cat=0
split_feature=1 0 0 1 4 4 1 5 4 4 6 5 3 10 1 0 15 10 3 6 1 5 5 4 0 10 15 5 1 3 6 5 9 0 9 11 0 6 4 6 3 1 3 5 10 15 9 5 5 6 5 9
split_gain=2.78537 1.06205 0.822851 0.755216 0.640251 0.519684 0.924974 1.05544 0.519404 0.496131 0.495203 0.448383 0.749746 0.398963 0.471967 0.39515 0.391592 0.540862 0.371283 0.358426 0.345274 0.348654 0.344179 0.371954 0.305377 0.33655 0.304229 0.293676 0.401207 0.323239 0.435565 0.339621 0.290361 0.288857 0.287226 0.382147 0.326004 0.283551 0.281276 0.27845 0.273213 0.283559 0.268742 0.267877 0.378034 0.36124 0.267538 0.266508 0.471158 0.262432 0.26236 0.333681
threshold=0.085583716630935683 0.010494932532310488 0.0023895930498838429 0.0083260871469974535 -1.0987164179996876 1.389589453132986 0.9390503764152528 -0.44033674657364152 0.62121588749401679 -0.044215390627082511 -0.24580405555463994 -0.23049038637635091 -0.58329920168034721 0.0050599867657766043 0.98608100414276134 0.023439399898052219 0.0047350220009740795 0.031242231738327558 0.15599513007327917 0.25103207554053558 0.00035934042534790939 -0.046464326421907558 -0.03541418131501415 1.4110257689297534 0.00030238796898629522 0.012524144843720631 0.18318437845410665 -0.22829971013416944 0.2957576215267182 0.0058298315852880487 -0.17082971139023867 -0.44033674657364152 -7.6247225456911905e-05 0.0026470606680959467 -0.042123333623226962 -0.064698922215818314 0.017432661727070812 0.31873427837836327 -0.29899944414959995 0.23114082599626998 -0.37635799066629255 0.99817979335784923 -0.73943286683061149 0.41636485298053932 -0.021646759640373558 -0.086105403981323506 0.12379578391586597 -0.032753980591227076 0.24031226260091945 0.026961853952553742 0.20561077932368232 0.12379578391586597
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 8 42 6 18 40 16 26 -11 12 -12 46 -15 -14 -3 -18 19 27 22 -22 23 -10 25 -6 -9 29 33 -4 31 -31 -21 -29 36 37 -5 -36 39 -30 41 -8 -1 44 -13 -45 -2 -23 -49 -17 51 -44
right_child=2 3 5 34 24 -7 7 9 20 10 11 43 15 14 -16 49 17 -19 -20 32 21 47 -24 -25 -26 -27 -28 28 38 30 -32 -33 -34 -35 35 -37 -38 -39 -40 -41 -42 -43 50 45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.10657503288854216 0.014605473570009814 -0.055230309670566573 0.0030284512150183449 0.057799341409594564 0.050277368417262637 -0.0084115463710180503 0.088424325507574814 0.087706332688075692 -0.042664892412098948 -0.034427830965347489 -0.10297042188827055 -0.00053148903625983997 0.087796362279021267 0.02037574524847581 0.072134663486187675 0.039474475938225777 -0.031760521623377662 0.057836194463108975 -0.023025635781836282 -0.018570307754350587 -0.044574849129599685 0.051632405482808078 -0.032052341347791218 0.035119242628849211 -0.0055402200777120445 -0.097661598838493888 -0.044548795897837293 -0.082738517116293264 0.038586481885979337 -0.16623304740344091 -0.0056662078555965185 -0.042627452008543919 0.0062102337231141952 0.0067401840647510402 0.010700819704821452 -0.0071051595736702196 -0.040649287205753996 0.12139944731607775 0.013198772471565959 -0.12072292806875384 -0.11194999653298943 -0.1321620975092879 -0.0038314978907250559 -0.06563096975471204 0.068114101062745361 0.035413012543231974 0.063639568213940539 -0.064953497656126249 0.0091806911212339009 -0.056357344745110817 0.049710622711882653 0.08131162083920343
leaf_weight=0.48127260695036955 44.320198097883804 7.3851578909573146 16.010116065112019 0.3514399690538984 1.7123214816620009 24.714254394872114 0.15591680613579229 2.2766114681434142 0.93507564826723077 1.1178945049177844 0.55701771555686752 0.9536799044180907 0.67048087889633912 4.4743430558082755 2.9107402355184604 0.55433834647556046 6.1464116807874234 0.74017748263213423 4.7605776309301282 10.040012441842125 1.5634857147924766 1.1182854049329751 12.386794328471296 1.71693866388523 13.880720171336177 0.15252351445087686 0.17771640357386775 0.3463078838394712 8.5715241808729843 0.3324892419623211 2.0080946586531345 0.65899749572417965 8.9111417007907203 43.136281510884601 0.5691356270617679 92.545380713051372 4.04122252342313 0.37677227564563509 12.63390704876292 0.094490793577279741 0.60549676563823496 0.070329017471522093 2.7946964722359584 0.41536655862000804 5.0254859493006778 1.9330790069943757 1.1257092505838944 0.96488039542600645 6.7107241617486579 0.5540521813891246 3.3889674200545414 0.53313305981282599
leaf_count=125 9116 11143 7373 83 353 5995 46 1548 1625 275 232 301 358 971 292 501 9494 675 3520 3215 2926 361 5001 604 6614 23 98 85 3902 12 1316 405 2763 20515 224 59277 2126 169 9400 44 123 10 619 65 4127 331 130 1648 2777 191 632 71
internal_value=0 -0.00902915 0.00865429 -0.0123514 0.0108825 0.0048127 0.00747994 0.0306691 -0.0239885 0.0370916 0.0284908 0.0351326 -0.00356803 0.019359 0.0408989 0.0282615 -0.0392462 -0.0220077 0.00422533 0.00549172 -0.0153929 -0.00133714 -0.0250604 0.00759284 -0.000421116 0.0373779 0.0778809 0.00830043 0.0115067 -0.00262653 -0.0326514 -0.0862537 -0.00692314 0.00599437 -0.00763194 -0.00645415 -0.0325736 0.0562058 0.0227455 0.0366083 -0.0777461 0.0152658 0.0355497 0.0459728 0.0571957 0.0171863 0.0158442 0.00642385 -0.000265767 -0.00856116 0.0301954 0.0101647
internal_weight=0 160.496 200.117 137.552 22.9436 147.286 122.571 15.0675 39.6679 14.2357 11.7814 10.6635 2.33589 52.831 7.38508 1.77887 14.2717 6.88659 107.504 102.743 25.3962 10.3574 15.0388 2.65201 15.7456 1.86484 2.45433 83.7922 64.7825 19.0097 2.99958 0.991487 18.9512 43.4826 97.884 93.4913 4.39266 0.945908 21.2999 8.66601 0.831743 0.226246 7.19807 8.32761 5.97917 2.34845 45.4459 8.79389 7.6756 1.10839 6.7168 3.32783
internal_count=183830 106570 77260 98133 8437 66751 60756 8206 36254 8027 6381 6106 1282 10509 1263 1050 21312 10169 52550 49030 14942 7712 7230 2229 6990 376 1646 43052 33946 9106 1733 417 5978 20600 61879 59670 2209 393 13346 3946 179 56 1447 4824 4428 396 9246 4786 4425 692 1322 690
shrinkage=0.1


Tree=46
num_leaves=53
num_cat=0
split_feature=2 3 9 3 4 6 6 15 9 7 2 4 3 2 14 14 8 3 7 7 14 15 4 12 14 3 10 8 4 8 6 6 7 9 12 4 16 6 8 8 8 3 15 15 16 15 14 4 12 12 2 6
split_gain=2.35856 0.781173 0.750488 0.548106 0.520669 0.461417 0.791762 0.527137 0.41243 0.410444 0.377031 0.512914 0.510774 0.481556 0.416512 0.473623 0.414224 0.393526 0.38591 0.376893 0.375707 0.370362 0.366225 0.354952 0.348664 0.369388 0.34717 0.337798 0.337374 0.394786 0.566038 0.376383 0.365203 0.319116 0.296689 0.330238 0.327004 0.312133 0.333105 0.295938 0.301591 0.282676 0.277536 0.388855 0.341716 0.273746 0.273564 0.297649 0.27134 0.388808 0.27041 0.269605
threshold=0.046191502362489707 0.14023208664730194 -0.02267549702927427 -0.018603947944939133 -0.82835200273191012 -0.027440366978227593 -0.018027178837884131 0.28482497137190305 0.12379578391586597 0.0023794414347489156 9.1034453362226503e-06 1.4400084191572693 -0.16795049468055365 0.00064516568090766679 -0.096396626721795456 -0.090483923393085766 0.0020777751544136429 -0.26146291382610792 -0.0051365755034753812 0.020210062966048607 -0.2064235174604204 -0.099352141029083019 0.37505443866394267 2.4345300228742013 0.005818780849642673 -0.18650685716420409 0.039223119079538703 0.0002681080930094371 0.48740114286807018 -0.014909330570834928 -0.246672518169926 0.25103207554053558 0.069648176394529346 -0.0011919450268821001 1.9232855009400776 -1.2410005915375732 0.021803205321985052 -0.20257734428806673 0.0015154623533805735 0.016427773290757754 -0.059159095184717118 -0.84922737015995142 0.15857256817808416 0.020129857538957508 0.046227057310808173 0.44171063770493518 -0.20146489288841093 -1.1357062981878729 -1.3689715939255742 -1.5013816923355829 0.022424804046750072 0.49129373034163532
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 19 8 24 -3 -7 -8 10 -6 12 13 17 22 16 33 23 -4 -19 21 51 -1 39 -13 25 -2 -9 -24 29 30 -22 45 46 -16 35 36 50 38 -36 40 -12 -30 43 -18 -45 -32 47 -31 49 -42 -5 -15
right_child=1 5 3 34 9 6 7 26 -10 -11 11 14 -14 20 15 -17 42 18 -20 -21 28 -23 27 -25 -26 -27 -28 -29 41 32 31 -33 -34 -35 37 -37 -38 -39 -40 -41 48 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.035812729989252855 0.019165384604052826 -0.035686710061364535 0.022276191923568226 -0.099592526888602984 -0.015121645619884281 0.045156562194238609 -0.022568776557395552 0.011825593701110595 0.052255562593930827 -0.00085921943013903099 -0.073188492979738076 -0.010397499362807986 0.057974779367277553 0.026337162562011282 -0.1548852748780285 -0.015242339956276052 0.055220474026497435 0.080739567792640327 -0.066221806070209235 -0.038620637267638869 -0.056763491134639014 0.013693234513687896 0.0070082157917634785 0.023075246557584844 0.016214111578102503 -0.012910547575901189 0.1616675065651714 0.043800139910605523 0.076755947362354526 -0.19564602765719044 0.014164224393366308 -0.038615402974351822 -0.042947398389512392 0.0014614931727738752 -0.027761175174189485 0.0059423672662274364 0.0058866092949448889 -0.010982869269260367 -0.15422670340109088 -0.04044526727713068 0.062299746272139161 -0.014953899077002678 0.1039787048192076 0.0017333242683826482 -0.15753251419730227 -0.15130594258342001 0.015743649380609761 -0.0050491606380351269 0.052882449345482599 -0.10595246323202515 -0.025369611754397121 -0.047531667831577119
leaf_weight=2.1904279570499057 4.9590740871499319 14.173713529664836 9.8142556054444849 0.70856368378736023 46.82072556884242 2.1428821089084549 16.536992012588204 0.41558154594531416 2.5492192414676529 35.452164345217739 0.19421296156724466 11.435222858170169 3.8817245331229051 14.396245986104528 0.40992701170034707 6.4260857342233058 1.4934234027023192 0.20383166545070708 0.9421860390502832 4.6700076045563037 1.9083575933000236 4.7708510071934125 10.580886710520643 4.3618734375195336 16.396341618236875 12.87335524377704 0.23158538829011377 3.2518796073654803 0.33200143368594481 0.10848808730952442 7.760644712339845 1.7837912510076419 1.0994598468023458 0.18746629406814452 0.57101699043414544 38.954722978741984 2.0484083546070906 4.5524318989118902 0.3196090008423198 0.40711328428733473 0.26144138143354212 8.8717141292181605 0.53380520199425507 0.69640346817322996 0.14932102471357211 0.083781429682858177 42.069216575764145 0.23677344486167484 7.973829248196127 0.25394972469075394 1.5720867320596879 0.49599238108385257
leaf_count=803 1002 15585 736 161 38449 1125 14440 294 403 23129 45 2268 409 5237 43 1413 198 18 112 1550 582 1961 3505 764 6145 5043 131 961 171 5 2942 550 307 42 226 21108 590 2332 59 124 99 5222 37 87 15 11 19370 143 3323 79 593 185
internal_value=0 -0.00853721 0.00795434 0.00943482 -0.00466585 -0.0219907 -0.0119232 -0.01908 0.0125151 -0.00897733 0.0117983 0.0100431 0.0268781 0.0132216 -0.00258415 -0.0233109 0.00522766 0.0157896 -0.0392575 -0.0167007 0.00952116 -0.00193527 0.0259806 -0.00113966 0.0056966 -0.00398036 0.0683056 0.0157021 0.00620063 0.0091636 -0.00727453 0.00262006 0.0135229 -0.107184 0.000257702 0.00302762 -0.0231184 -0.0217077 -0.0752531 0.0415606 0.0454794 -0.0115055 0.0400325 0.0247723 -0.0290242 0.0120623 0.0150039 -0.0715214 0.04834 -0.0213644 -0.0490155 0.0238237
internal_weight=0 150.002 205.513 193.881 116.502 33.5008 19.327 17.1842 145.155 82.2729 142.605 127.763 14.842 102.07 25.6935 7.02348 18.67 10.9603 1.14602 11.6313 79.1465 6.96128 22.9233 15.7971 34.2288 17.8324 0.647167 13.8328 64.2542 55.0505 11.5366 9.62822 43.5139 0.597393 48.7268 43.2838 4.32906 5.44306 0.890626 9.09055 8.68343 9.20372 2.87295 2.33915 0.845724 7.84443 42.4145 0.345262 8.48922 0.515391 2.28065 14.8922
internal_count=184132 105343 78789 74475 73768 31575 15990 14865 49406 61578 49003 47728 1275 42861 4867 1498 3369 866 130 4314 34725 2764 8136 3032 12190 6045 425 4466 29303 23910 4085 3503 19825 85 25069 22452 1344 2617 285 3670 3546 5393 337 300 102 2953 19518 148 3501 178 754 5422
shrinkage=0.1


Tree=47
num_leaves=53
num_cat=0
split_feature=1 3 0 0 13 6 3 6 14 6 6 11 5 7 5 1 6 6 1 7 8 0 5 11 6 6 1 10 3 10 14 14 11 5 5 14 1 5 5 11 6 5 11 6 8 3 1 0 14 1 8 6
split_gain=2.55583 0.877654 0.701295 0.56565 0.565431 0.574385 0.511062 0.466626 0.419847 0.414646 0.710263 0.423919 0.391734 0.506879 0.364964 0.362239 0.349053 0.389183 0.34825 0.343969 0.340171 0.391845 0.369339 0.368911 0.388002 0.324 0.321104 0.317038 0.31282 0.304808 0.391325 0.292242 0.278649 0.47353 0.343246 0.334387 0.268059 0.299328 0.263225 0.25918 0.256379 0.484667 0.348386 0.256164 0.254649 0.251706 0.247862 0.247399 0.240676 0.239341 0.234007 0.233096
threshold=0.12693275511264804 0.13560743443667891 0.0005117829132359476 1.7617821868043396e-05 -0.094179905781107257 0.18964416986387303 -0.41023013181984419 0.26066202452910742 -0.57920461038034921 -0.027440366978227593 -0.016103994194969957 -0.047433969828363072 -0.51958959194866827 -0.0019623595275281777 -0.44033674657364152 0.10909901186823846 0.13689640111984899 0.20267467164648628 0.0054288299288600692 0.09334645226308444 0.002463529841665106 0.010494932532310488 -0.27009206832344967 0.0037934345236568991 -0.24580405555463994 -0.0046466416816979524 0.00021350251336116346 -0.0037177535368317668 -0.84922737015995142 0.0070145516142666254 -0.1158770004188356 0.069294188755901973 0.0034134446962456864 -0.15807599248675655 0.72509935908089462 -0.019386457562339521 0.9802856743335725 -0.27735226756780657 -0.30821474648135677 -0.018760317368165722 -0.19139918199958875 -0.44033674657364152 -0.0083745411938972985 0.11050484522088712 -0.016333793304662957 -0.51098124065902073 0.1469770818948746 0.081211779266595854 0.07747858256970927 0.13992646336555484 -0.010693875895998529 -0.1573950342782548
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 5 8 16 -1 -4 26 -11 -12 13 46 39 50 45 27 -6 32 23 22 -22 24 29 -16 -3 -18 -15 38 -31 -21 34 -34 -20 -36 40 -38 -14 -10 41 -23 -43 -42 -8 -2 -5 -35 -39 -32 -9 -30
right_child=3 9 4 12 18 -7 44 15 14 10 11 -13 20 28 25 -17 17 -19 19 31 21 36 -24 -25 -26 -27 -28 -29 51 30 49 -33 33 47 35 -37 37 48 -40 -41 43 42 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.046159497797940596 0.05715449967003694 -0.058165143292261169 -0.12759351743209457 0.093166178101839706 -0.020594761013689768 0.005990236895722428 -0.031311914978745289 -0.088437751153266034 -0.067674810814565209 0.039226965645619026 0.041665716763829408 -0.023006407787863933 0.06263935276574073 0.04630939248636376 -0.014349285263469744 -0.16870194992335108 -0.0046776155212756047 0.022041026895062019 -0.0024257220726757091 -0.061585644189559308 0.06921027434542204 -0.15547652047122909 0.024642653125169729 -0.012232620115945196 0.011712077091424369 -0.035368008294569618 -0.024944117316230641 -0.14271733186169022 0.093769961914367303 0.064383481798828052 0.142839760411519 0.0098502760025339781 -0.013511537481151067 0.012395088973431913 -0.046539086721132619 0.08902639746308369 -0.082683027552600541 0.06859335143801816 -0.012289144384063528 0.057655148795823022 0.02264317888247154 -0.098195309206530981 0.0064096899982696342 -0.00128649011470706 0.089662936906757584 -0.047433783990559038 0.0030021351102652721 0.03989492742851785 -0.11909245993853844 -0.022418332598380882 0.040004567469426731 -0.062836959400600981
leaf_weight=4.2134860400346943 1.9229522691312015 4.0117497122137129 0.34436175751397868 0.34496255533304099 8.2173856306231965 10.802947922559211 0.18219668840174597 0.19413369987159967 0.18389150768052787 2.3764072112553576 1.0659932738781233 16.03389540049767 0.4669575177285904 0.31610753739369135 22.851360546997963 0.1497988696792163 0.3280549978808267 1.0640880039209148 66.9216247214041 1.5738164942049473 2.2939518944403963 0.22289530059788409 9.7507342798984364 8.8518414583703571 88.547072167589704 10.816944122483394 10.694486173025778 0.32260604092152778 0.083702725009062173 1.3415845582494514 0.076480522344353541 0.88784573370139686 6.1735581772036339 15.572262364460132 0.22700069370330311 0.74178642052720434 0.14432531679267424 1.552182875072502 14.748742435091115 0.9401627784827713 10.290486841431862 0.34906996731297191 2.4055730013024026 7.9001814740730643 1.9629898994498933 0.24762180475954698 1.9250059117548515 4.1349761792889685 0.055840403889306001 1.2809545364470976 0.41220741409051687 2.4926574492419591
leaf_count=895 287 2559 82 79 7216 5554 19 32 46 1264 636 14434 306 52 16389 21 21 87 34934 457 584 20 2796 3385 37999 10208 13751 21 29 198 17 267 3073 6305 56 167 42 571 3910 478 6009 98 1175 3521 162 30 435 2366 10 388 63 628
internal_value=0 -0.00689485 -0.00370187 0.0102252 -0.00492475 -0.0141682 0.0402328 0.0331917 -0.0203659 -0.0213976 -0.0118103 -0.0189361 0.00905659 -0.0179872 -0.0192406 -0.0384763 0.0184484 -0.0151979 -0.000857572 0.000831255 0.00998761 0.0186263 0.0332193 0.00736575 0.00899703 -0.0211171 -0.0340652 -0.0750751 -0.0456294 -0.00442098 0.0264429 -0.0359339 0.00180297 0.0106282 -0.00156321 0.0569979 0.0109381 0.0483307 -0.00991995 0.0364246 0.00780513 -0.0193192 -0.00738502 0.0122594 0.0792171 0.0449375 0.0173154 0.0181956 0.0608573 -0.0113987 -0.00245338 -0.0571475
internal_weight=0 189.542 155.36 161.472 150.39 45.9397 6.03051 4.96963 35.1367 34.1825 19.4763 17.0999 155.441 5.16244 34.7924 0.75614 3.88532 1.71475 104.45 96.2329 150.279 34.9652 12.0447 115.314 106.462 33.6683 14.7062 0.650661 2.89247 17.9147 2.69902 2.46166 93.7712 25.8808 67.8904 0.968787 22.9206 1.75235 15.2157 1.12405 21.1682 2.97754 2.75464 18.1907 2.14519 2.17057 2.26997 19.7072 1.60802 1.35744 0.606341 2.57636
internal_count=184132 121253 88609 62879 87598 32757 627 1011 27203 32644 16334 15070 62252 1223 27121 116 446 129 54841 47625 61029 14826 3380 46203 42818 26597 16310 42 709 4819 603 724 46901 11744 35157 223 11446 623 4216 524 10823 1293 1273 9530 181 317 514 8671 581 405 95 657
shrinkage=0.1


Tree=48
num_leaves=53
num_cat=0
split_feature=1 0 0 3 13 7 4 1 5 4 13 0 1 0 8 5 4 1 13 3 8 1 10 3 4 2 14 10 8 4 13 13 14 4 7 0 0 16 2 5 1 4 2 8 8 5 5 16 7 0 14 10
split_gain=1.74139 0.892648 0.691451 0.490942 0.470455 0.457171 0.447137 0.993589 0.547161 0.659251 0.651783 0.629092 0.596577 0.44977 0.431613 0.411137 0.437289 0.389771 0.442022 0.383669 0.378922 0.408179 0.361774 0.361372 0.349331 0.340491 0.370425 0.330275 0.497578 0.411969 0.392795 0.327153 0.326789 0.317479 0.583935 0.679145 0.447371 0.429376 0.305167 0.304862 0.488115 0.330934 0.318542 0.338241 0.30094 0.290432 0.427849 0.412606 0.285238 0.526268 0.282243 0.279235
threshold=0.065215449780225768 1.7617821868043396e-05 0.0087789269164204615 -0.92461817257571954 0.063616679935811729 -0.0410226432360054 1.4478914075060272 0.48821304738521581 -0.34710389468845304 0.32525658332309254 0.11736897770162678 0.0012769218301400544 0.9538685977458955 0.039366733282804496 0.0019846326291339577 0.38520053747135147 0.38726677635161871 0.99817979335784923 -0.063932485358650246 0.10385453887283803 0.0041492978617659751 0.01402914756909013 0.047417609713968821 -0.13157338579185304 -1.0987164179996876 0.0065349605865776548 -0.10910453566689617 -0.00030466278689858528 -0.0035113471067521125 -1.2410005915375732 0.15577972568250745 0.093803299275726726 -0.57920461038034921 1.4527206573327875 0.0039693061644310934 0.0087789269164204615 9.2212543677305816e-05 0.17110269636692577 0.0015983495977707209 -0.19139857814657543 0.99874764680862438 1.2433968804803019 0.00012960931053385141 -0.030674841257530238 -0.0032968443291694471 -0.23285872990548739 -0.27009206832344967 0.0095227857040816235 0.051324470486606787 0.050715472549200065 -0.044141404495315291 -0.0064198536308828699
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 24 4 -2 22 7 13 10 12 11 -9 19 23 -13 16 44 33 -19 -10 21 -7 -4 45 -1 -23 -27 -15 29 30 -29 -14 -26 34 35 37 -36 -8 39 40 42 -42 -18 -44 -11 46 -3 -48 -30 -50 -12 -21
right_child=1 6 5 -5 -6 20 17 8 9 15 50 14 31 27 -16 -17 38 18 -20 51 -22 25 -24 -25 32 26 -28 28 48 -31 -32 -33 -34 -35 36 -37 -38 -39 -40 -41 41 -43 43 -45 -46 -47 47 -49 49 -51 -52 -53
leaf_value=0.034710091459941535 -0.11291562670836242 0.013681705576290976 0.0013563137371509089 0.049772332362252009 0.046874430401641805 -0.031176646767315765 -0.052892407621016449 0.083693259098299971 0.026481299694803076 -0.034284267513921933 -0.071372265243732594 0.015562580164772383 0.028953080924383586 -0.012640596787655143 -0.071509943704119935 -0.0059647552167167665 0.094311533845567008 -0.13015814104265142 0.057708324266079448 -0.10261211617454263 -0.0071724285828385741 0.028198722881738015 0.058509638414995735 -0.00036248100770368795 -0.16032875053782525 -0.042971566257897942 -0.011924470054741544 -0.017924337626624726 0.018188542308462907 -0.0042603532161483567 -0.10661532710760985 0.07727924020918607 0.0028475158348324047 0.0008349781269230889 0.084241605183108692 -7.9278770367886272e-05 -0.0014085895536857639 0.089580311868236534 0.010796862788483576 0.066654939077586892 0.10022786678503429 -0.14230886282757793 -0.13703285542011165 0.025905721232948733 0.027106753507237336 0.023545761065849467 0.0034661552038651126 -0.073384903170561108 -0.14427479917585476 0.0056566068428426765 0.00095283873637206783 0.010370294854139771
leaf_weight=4.2991088936250881 0.37031078569998488 9.0840580606527492 5.9210631529131197 6.1186621757678941 0.3368170875692158 19.175708368858295 7.1602706446428801 0.98721224296241361 17.985552507425844 2.0810713299742933 1.7651289565073969 2.0562627811086718 2.2592124193001828 29.885566614395429 0.76740521703322873 10.439071659260662 0.66098900413635409 0.12011046917177748 1.4822901369334418 0.38508658498176374 47.266171981179525 1.8580540790462681 1.3450107259159265 31.726277834623943 0.10659553174627845 4.3234363673400358 33.805352806574774 1.2837918951845488 14.480740121409324 10.183849082066446 0.80907362118887238 3.8081895915402129 10.427778039278563 20.141536043454835 0.68068534694611926 4.6822961287689395 4.8103169943206012 0.20254358090460289 4.4731296227018902 3.1436139427496519 0.057598218696511938 0.25158185014151968 0.12061859141977072 1.6307280165674449 1.2727365883183672 16.86321655550455 1.560760592265072 1.2449075700969841 0.29385363965047762 0.93785414983358351 0.77309628562215937 0.47255882078616096
leaf_count=917 36 2394 4263 524 84 20585 654 182 9372 663 593 715 1348 15903 221 1445 315 14 319 87 35856 950 709 14028 18 2712 23748 450 8192 5919 181 2457 4947 5251 28 706 561 20 4460 3158 60 41 25 1140 508 6117 468 416 55 374 344 275
internal_value=0 0.00510603 -0.0095456 0.0406565 -0.0375147 -0.0121949 0.00396365 0.00614198 0.0171937 0.0207692 -0.0104055 0.0157334 0.0321758 0.000967882 -0.00839794 0.00897934 0.020366 -0.00567002 0.0423658 0.0233558 -0.013852 -0.0191847 0.0120517 0.00699728 0.0107511 -0.0134228 -0.0154631 -0.00533307 0.00247262 -0.0126013 -0.0528141 0.0594206 0.000931773 -0.00773177 -0.0175623 -0.0298695 0.00944409 -0.0487689 0.0305321 0.0455061 0.0208059 -0.094162 0.036116 0.0134324 -0.0109671 0.0151134 0.00313659 -0.0308784 0.0142513 -0.0316413 -0.0494885 -0.0414023
internal_weight=0 219.851 128.528 6.82579 0.707128 113.695 213.025 173.745 55.3908 49.0417 6.34911 3.81088 24.9106 118.354 2.82367 24.1311 13.6921 39.28 1.6024 18.8432 106.429 59.1626 7.26607 60.4792 14.8335 39.9868 38.1288 57.8747 27.9892 12.2767 2.09287 6.0674 10.5344 37.6776 17.5361 12.0451 5.491 7.36281 10.3383 5.86513 2.72152 0.30918 2.41234 1.75135 3.35381 28.7529 11.8897 2.80567 15.7124 1.23171 2.53823 0.857645
internal_count=184808 90103 94705 644 120 88823 89459 81906 27409 25354 2055 1118 13539 54497 936 11815 10370 7553 333 9734 83851 47995 4972 23423 5882 27410 26460 31074 15171 6550 631 3805 4965 7220 1969 1380 589 674 9199 4739 1581 101 1480 1165 1171 9395 3278 884 8621 429 937 362
shrinkage=0.1


Tree=49
num_leaves=53
num_cat=0
split_feature=1 0 0 15 4 1 9 5 4 1 4 6 6 1 5 4 10 12 15 6 10 9 6 4 6 14 4 10 4 0 1 7 14 1 12 12 1 12 15 0 7 15 6 4 9 12 15 10 14 15 5 1
split_gain=1.48199 0.529551 0.526726 0.509102 0.465045 0.830019 0.517467 0.522207 0.457416 0.377926 0.452015 0.366891 0.486072 0.41156 0.440289 0.823604 0.332931 0.683887 0.535355 0.520117 0.311749 0.486815 0.335154 0.303043 0.3834 0.354668 0.298255 0.295424 0.291285 0.291875 0.285521 0.283169 0.278357 0.272887 0.299865 0.307214 0.569679 0.44869 0.344269 0.27256 0.304351 0.270014 0.344771 0.524751 0.265103 0.264479 0.322981 0.263745 0.267701 0.259399 0.254572 0.390632
threshold=0.065215449780225768 0.016942957416176799 1.7617821868043396e-05 0.046409362342266898 1.4478914075060272 0.48821304738521581 -0.0002198694462281934 -0.44033674657364152 -0.1381063833446827 0.00063750572735443722 0.31607681197405341 -0.22028846186834108 0.24612616567048898 0.93039646744728099 -0.21299567398532929 1.1150639787573788 0.0051758715084282069 0.10817355218264597 -0.065651638872985793 0.19965589716606749 0.0060932875193842719 0.053161545370228595 0.46426463229438109 -1.4173665853437432 0.20267467164648628 -0.058462500210548531 1.3582681137215487 0.0050599867657766043 -1.0987164179996876 0.000398805073928088 0.79709699749946605 -0.018876233620234113 -0.43498201767470851 0.62957102060318004 -1.0046064116779136 -0.20405044909224598 0.99754780530929577 -0.29535478723809416 0.082480584841026744 0.16330004483461383 -0.010118532540599303 -0.016484517627770919 0.26066202452910742 0.68619032497442722 -0.059707827759326711 -1.1091417341398746 -0.13465689798783775 0.0063821514601118982 -0.051057647021554416 -0.18690396303378917 -0.015599098479419383 0.97700297832489025
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -2 9 5 20 7 -7 30 10 -3 -10 13 -13 15 -15 27 19 -19 -18 21 22 41 25 -25 31 -11 32 -1 49 -9 -5 -6 -34 -35 36 37 38 -36 -26 -41 42 -4 -44 -43 -14 -47 48 -12 -30 51 -37
right_child=2 3 4 23 16 6 -8 8 11 26 47 12 45 14 -16 -17 17 18 -20 -21 -22 -23 -24 24 39 -27 -28 -29 29 -31 -32 -33 33 34 35 50 -38 -39 -40 40 -42 44 43 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.023025827999793982 0.032667342276268961 -0.080654110223849759 -0.0059891307783871599 0.069190452165116087 0.015425413761436635 -0.051325059372578009 0.026863882137548912 0.013242771924141684 -0.032177404068533595 -0.015293976947133385 0.068649854357442516 0.0030072413297106814 0.07926427890469552 0.038955106437495113 0.062512695282176498 -0.11528293147722982 -0.07812012594862322 -0.029385901366635075 0.06525361927274359 0.082908181125600444 0.011208139932778504 0.028224283855769968 -0.055890862868440208 -0.011417231575990509 0.00076161413942344249 0.045662278127200188 0.014834648946819485 -0.15067058099643266 -0.093828364513401805 -0.0065847653283247392 0.060870334448135999 -0.063112613333215536 0.021513069373223049 0.10116646465108395 -0.005913955516485301 -0.056056287603327405 0.094037345958330368 -0.11457177295052801 -0.10879785551699964 0.10065068950933759 0.020834145610642778 0.065533039826775191 -0.01997378356388586 -0.12257605335219611 0.0015424447649020707 -0.06872900897174887 -0.0049940835613910195 -0.0095863750853414677 -0.043367265910359422 0.04632246155841821 -0.0066906561276918481 -0.0016060310119132765
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leaf_count=1457 644 3016 16608 99 642 358 11569 1361 777 45038 170 4862 87 1203 3597 118 183 147 314 32 10857 1087 684 21098 2717 863 2019 19 22 8754 1623 221 729 71 387 398 36 162 79 449 1029 145 928 121 24067 198 1656 3168 4176 409 4001 353
internal_value=0 -0.00889718 0.00470018 -0.011963 0.00383019 0.00607642 0.0163227 0.00723795 0.0103003 -0.0170882 -0.0320277 0.00420519 0.00866277 0.0231482 0.0421231 0.00316094 -0.00602442 0.0195948 0.0430266 -0.045076 0.00134104 -0.00135865 -0.00314876 -0.00239275 -0.00527383 0.0266199 -0.0133387 -0.00935323 0.00467375 -0.00208899 0.0374717 -0.0298621 -0.00874304 -0.0120873 -0.0147686 -0.0156837 -0.0457401 -0.0589508 -0.0295607 0.0136431 0.0398036 -0.00241505 -0.00898189 -0.0408938 0.00239344 -0.007987 -0.0111984 -0.0251134 -0.039437 0.0356882 -0.0119954 -0.0313859
internal_weight=0 127.237 216.555 103.791 210.041 171.057 54.0538 29.0484 27.6186 67.584 13.5325 22.5749 20.1229 10.7572 5.52903 1.90641 38.9836 4.47294 3.28764 1.1853 117.003 91.8798 86.652 36.2073 32.9497 3.25764 54.0515 34.5107 23.4454 17.1436 5.04375 0.818846 34.3809 30.2095 27.9861 27.782 3.01466 2.76364 1.82582 8.07216 2.65118 85.4813 36.1275 3.07851 49.3537 9.36571 9.04802 11.8712 6.16079 1.81025 24.7674 5.3016
internal_count=184808 94705 90103 84063 89459 81906 27409 15840 15482 57587 10530 12498 11721 9780 4918 1321 7553 676 461 215 54497 43640 42553 26476 25293 1183 47057 6877 10642 9185 2984 320 6858 6216 5487 5416 664 628 466 4195 1478 41869 17657 1049 24212 1941 1854 7514 4346 431 4752 751
shrinkage=0.1


Tree=50
num_leaves=53
num_cat=0
split_feature=3 6 14 0 15 2 6 2 11 4 2 0 14 7 13 4 5 3 6 11 14 2 11 4 14 13 2 2 11 5 4 6 4 7 5 6 14 3 13 15 7 0 8 8 8 5 2 5 3 14 2 7
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threshold=-0.055547859519720071 -0.041866009830805552 0.12561378143562904 0.010059338063001634 -0.20314236049982834 3.0508758754876911e-05 0.26240506966743177 0.013848508242517711 0.0077724590395443988 1.389589453132986 0.00058022129815071832 0.0096473465673625487 -0.36527760062769926 -0.036385440225263542 -0.015657224641427572 0.68531867408011748 -0.22098493710150977 -0.045606503263115876 0.26066202452910742 -0.0069757864619715447 -0.34796615590570984 1.7722447410051249e-05 0.0036977148498240444 0.65913848819173559 -0.13412259954553526 0.6116580700963733 0.0179796451702714 0.99259430170059215 -0.00068891234289741149 -0.44033674657364152 -1.5294500446759411 -0.20661264051325615 -1.0323172255053668 0.0074691705950924022 -0.28107251239926351 0.085287896148225281 -0.70926487169783614 -0.64034876553341735 0.49475578753456123 0.14215624247326653 -0.0033713223839909154 0.0071812218520790347 -0.0055126976927309017 -0.082002328192069318 -0.10686061052444958 -0.16812418392222761 0.00010533893146202901 -0.25940121731667604 -0.46832142409402872 -0.22329673962315064 0.00028268506866879767 -0.012301521043628567
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 45 5 -3 -7 9 -4 10 -2 -12 25 26 15 -15 34 19 28 -18 21 -14 -22 35 -25 37 -9 -17 32 31 -31 -30 -16 -34 -11 43 -5 -6 39 -39 -23 -27 -21 -24 -28 46 -1 -48 49 -49 -51 -50
right_child=2 4 8 36 12 6 -8 13 -10 16 11 -13 20 14 18 27 17 -19 -20 42 22 40 23 24 -26 41 44 -29 29 30 -32 -33 33 -35 -36 -37 -38 38 -40 -41 -42 -43 -44 -45 -46 -47 47 48 51 50 -52 -53
leaf_value=0.060123931780769239 0.041362068473611201 -0.13962471823101974 -0.0098131412881122693 0.10151760000791464 0.068765622970848275 -0.0039445361682952009 -0.067392887387578426 0.099640219399469487 -0.030669124841736513 0.039783864093063594 -0.017448357594459146 0.013704354467445249 -0.18468563301567822 -0.017769138321164779 -0.031020109572394174 0.015216708360352459 -0.0057977567813681796 0.00036120428853020424 -0.026307124903210889 0.011913650901431714 0.0067978693659960223 0.056504337086534899 -0.1324468083834128 -0.19796935327934245 -0.026782728788382594 -0.085669765536689715 -0.090797942331322101 -0.037838734374273084 -0.13656521735871915 0.065033938623043006 0.0069647797150913576 -0.018849984564759233 -0.010766421869486386 0.017307542611286527 -0.14296378071448623 -0.013768352447425506 0.0061535708155000084 0.02591434812009985 0.11800035586904732 -0.032947283877130591 -0.059023978614594533 0.044934547092223671 -0.14698249573155447 0.027955138994587587 0.012588208658580225 0.032312275426417333 0.03768543067233756 -0.097488854652708679 -0.065891540422398781 0.068804548941744578 -0.040885764006628529 0.021839471343899547
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leaf_count=417 2552 24 16533 61 293 1582 441 101 12895 14 2514 9264 9 37623 1562 5743 122 2130 2460 38 22004 74 14 20 526 55 80 1005 23 339 15755 391 9171 2911 53 2848 15099 924 53 209 133 68 56 1329 5019 6117 1484 176 94 87 531 1085
internal_value=0 0.0090129 -0.00676617 0.0173421 0.00300871 -0.0270452 -0.020121 -0.00360722 -0.0196922 0.00611461 0.0125479 0.00616089 0.00529626 -0.00651382 -0.00800964 -0.0137339 -0.0114555 -0.00722698 -0.00255558 -0.0609381 0.00323199 -0.0512516 0.00394573 -0.0101673 -0.0521099 0.026056 0.0137839 0.00765903 -3.55223e-05 0.00680055 0.00945355 -0.0517675 -0.00847841 -0.00275412 -0.0966627 -0.00439083 0.00710442 0.0319339 0.0214467 0.0140291 -0.0164505 -0.0395107 -0.112161 0.0227374 0.0095233 0.0268099 0.0142015 0.00204782 -0.0173836 -0.0453137 -0.0202358 0.00984661
internal_weight=0 153.07 185.573 64.1066 88.9637 6.27904 5.93476 149.146 36.4266 34.3234 25.1279 20.5861 82.6846 114.823 106.952 52.17 9.19553 8.77895 54.7816 1.07142 75.2249 0.956599 74.2683 12.4782 1.49342 7.45977 7.87103 8.27635 49.5427 27.3783 26.206 1.17232 22.1644 17.6915 0.416579 10.9848 30.8159 6.85432 5.35689 4.99343 0.774393 0.605442 0.546011 2.81532 7.51753 33.2908 10.1335 8.02737 5.20069 2.56159 1.74654 2.6391
internal_count=184111 55757 128354 25151 30606 2047 2023 98926 29428 16743 14330 11778 28559 82183 76983 44371 2413 2346 32612 216 26957 216 26741 4737 546 1602 5200 6748 30152 16508 16094 414 13644 12082 67 4191 15160 1479 1186 1133 207 123 94 1343 5099 9991 3874 3457 1973 794 618 1179
shrinkage=0.1


Tree=51
num_leaves=53
num_cat=0
split_feature=0 14 15 13 9 7 9 16 13 4 15 7 14 16 4 9 15 13 4 16 5 12 4 9 10 4 7 14 9 13 10 4 7 15 5 16 12 5 10 11 7 5 16 11 5 4 12 5 0 11 15 11
split_gain=1.52623 0.53212 0.494576 0.472009 0.544502 0.483215 0.438817 0.673675 0.437237 0.440301 0.400293 0.372683 0.351841 0.345515 0.38408 0.366719 0.341378 0.349106 0.377124 0.324265 0.434091 0.349422 0.404755 0.318203 0.316415 0.314043 0.305287 0.300205 0.292072 0.305185 0.275842 0.285627 0.292731 0.274523 0.274053 0.24579 0.247597 0.243378 0.230365 0.224053 0.222064 0.237529 0.220191 0.21802 0.217744 0.217577 0.216184 0.215762 0.215387 0.268495 0.332373 0.258677
threshold=0.010059338063001634 -0.17014021731727183 -0.20314236049982834 -0.017609831968282339 -0.038304193278562819 -0.093478994558357384 0.0036472148634489666 -0.12734112900027383 0.39881787761428056 -0.22339083283857233 0.12067203774138995 -0.0021634630986485507 0.2954682364879862 -0.032334091763311389 -1.4621893679823887 0.090005633998904863 0.16196936074472901 0.0078978674683496744 1.4478914075060272 -0.011087981202541218 -0.21040928322719821 -0.23414913704837767 1.4282020682522976 0.0032535484892086759 -0.043384559574227176 1.0817507796380406 0.038812251454098189 0.28515967954365351 0.018605891454865669 0.28236994828018874 -0.012601743958582797 -1.3049660749646703 0.0064824228193150367 0.13635325984404797 -0.015599098479419383 -0.089957858278222488 3.4126847524524928 0.41636485298053932 0.014024590422798229 -0.054553242467732965 0.11266940472070366 0.77956574840353754 -0.1401040489275702 0.0086507239332908881 -0.36481713086514883 1.4527206573327875 2.0574840318822685 -0.17363775583099131 0.000398805073928088 -0.015639223405932514 0.087623009454897802 -0.025021556018590976
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 5 47 34 7 16 12 -10 35 -2 13 -6 -15 44 17 18 -4 20 25 22 -21 26 -23 -7 48 33 29 30 31 32 -13 -19 -3 38 -37 -22 39 -8 41 -33 -40 -14 -16 -24 -11 -5 49 50 51 -9
right_child=1 3 6 4 8 19 10 23 9 46 -12 28 43 14 15 -17 -18 27 -20 21 37 24 45 -25 -26 -27 -28 -29 -30 -31 -32 40 -34 -35 -36 36 -38 -39 42 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.015458939461908464 -0.0030644570363368203 0.069076611678391117 -0.045446069251929261 -0.051521529093678076 -0.010432443123444064 -0.0014494535797178821 -0.012167956062011043 0.023197532841057186 0.038012547274127027 -0.01109172907029129 0.040627657771337658 -0.22898649646745339 -0.0078363157279855537 0.033494999982976705 -0.018800557727579836 -0.11595038493571562 0.035628852062719978 -0.0020629647339681398 -0.16404664083999135 -0.0007978644696798984 -0.028612556681830444 -0.11066882875052098 0.12474790058800991 -0.044208224086598719 -0.013754711499229955 0.11322743198398817 -0.035669982875840764 -0.14213775160826542 0.043304246333760246 0.038937389681415302 0.015168169901252521 0.001061831550352962 -0.029700326254888693 -0.10154475173445246 -0.0095684006643507631 0.013167926755493329 -0.037845897639393215 -0.0046967207752542928 0.047422417943645379 0.044181029309896536 -0.12194283436022327 -0.14698646998069698 -0.11985686527048789 -0.060288111945595406 0.0029332203696398398 0.028216942701303746 0.049664505579367385 -0.012756413127022895 0.0090487030144656699 0.030147711360280618 0.076122717356806591 -0.062084413690646358
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leaf_count=1947 7262 498 314 1410 16964 6397 109 77 2668 2815 1788 7 1276 1081 2438 55 231 935 26 16696 22136 106 114 340 19988 166 370 52 1262 1506 3644 1128 63 60 579 6933 178 2206 36 1321 24 10 35 1035 38859 510 462 1712 12028 2028 54 172
internal_value=0 -0.00376998 0.0111791 -0.00563034 -0.00158312 -0.0112626 0.0131204 0.00699776 -7.45069e-05 0.0192197 0.0211701 0.0081807 -0.00204898 -0.00101627 0.00261805 0.000910366 -0.0253967 -0.0351494 -0.0769806 -0.01237 -0.0192601 -0.00681178 0.00214128 0.0111024 -0.0151274 0.00232883 0.0123785 -0.0180763 0.018457 0.0114597 0.00302124 -0.0194306 -0.109689 -0.0111355 0.0390443 0.0158085 0.0110311 -0.0245749 0.0328915 0.0369702 -0.0104585 -0.00430468 -0.0515666 -0.0347773 0.00136447 0.0630291 -0.00276029 -0.0315318 0.0138202 0.024416 -0.0108855 -0.0311383
internal_weight=0 239.289 95.553 207.065 120.499 86.5659 89.0707 50.6099 114.737 10.6373 38.4608 32.2243 104.1 100.933 72.8341 69.0342 5.68124 4.90484 1.40375 84.7143 37.8057 46.9086 22.5948 44.9287 24.3138 7.47045 43.9288 3.50109 16.8316 13.1532 10.0778 3.53442 0.301712 3.33375 1.85158 30.1772 23.6048 30.3353 6.57237 6.27904 3.23271 3.08092 0.293338 3.16669 68.7843 1.02389 4.90979 5.76204 42.6613 13.2236 1.84491 1.50572
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shrinkage=0.1


Tree=52
num_leaves=53
num_cat=0
split_feature=1 2 0 9 8 7 8 10 5 8 1 16 12 13 2 13 9 2 7 7 7 15 5 0 7 1 13 12 12 5 13 7 16 15 13 1 12 0 7 16 15 13 16 5 5 0 1 0 2 16 9 9
split_gain=2.07383 0.653714 0.565391 0.513016 0.570273 0.512175 0.445049 0.441987 0.478947 0.457712 0.435038 0.393005 0.335744 0.384603 0.296742 0.292521 0.333335 0.319871 0.347051 0.272252 0.255996 0.247914 0.256421 0.265583 0.332562 0.372167 0.278053 0.288785 0.740792 0.295619 0.256787 0.24102 0.239232 0.280887 0.236937 0.227827 0.226029 0.325785 0.253802 0.226479 0.23329 0.261032 0.2577 0.250664 0.226291 0.245744 0.223834 0.226978 0.21591 0.268431 0.303555 0.249732
threshold=0.091838218271732344 0.10993784293532373 0.00077603882527910184 0.01943526483621227 -0.030674841257530238 -0.1482880741943273 -0.082002328192069318 -0.00068642362705581582 -0.57343349797682164 -0.0081317539594324383 0.024709054268896583 0.13702756168744282 -0.62554196928883654 0.31152252338496705 0.010152211412787439 -0.34755894453916564 0.027263420171389344 0.002084672800265253 0.0017666643069140346 0.036696046527126644 0.010118987155518922 0.17853459152061643 -0.49910747045729575 0.0023895930498838429 0.0047412875407941398 0.99614673852920543 0.069919275542058304 1.8818667332129053 2.4345300228742013 0.29255953240880578 -0.18637128095759761 -0.069643988787078892 0.1008817172189105 -0.16013415020214755 -0.051488638923992282 0.098749004304409041 -0.39918543966968811 0.052781699225306518 -0.026146144202557953 0.16082662641963572 -0.12135753689764783 0.043420941832603498 -0.052579787055598161 -0.046464326421907558 0.43434171808916305 4.8201127356151126e-05 0.26197311282157904 0.0026470606680959467 0.0082274884916842001 -0.045095540685911178 -0.011841050135548613 0.0018109215483052392
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 7 35 -4 -7 8 14 36 11 31 13 20 -2 16 -12 18 -17 48 -1 22 -11 24 26 -26 27 -24 -29 -30 -25 -8 33 -28 -21 -5 37 38 -9 40 43 42 -42 -38 45 -43 47 -37 51 -50 -51 -10
right_child=1 -3 5 4 -6 6 10 9 19 21 15 -13 -14 -15 -16 17 -18 -19 -20 34 -22 -23 23 30 25 -27 32 28 29 -31 -32 -33 -34 -35 -36 46 39 -39 -40 -41 41 44 -44 -45 -46 -47 -48 -49 49 50 -52 -53
leaf_value=0.072706524235082989 -0.16299336524121655 -0.011297630281008993 0.059122645038198085 0.08036485081459939 0.032902187974456105 -0.060307330534037987 0.022055043406822919 0.088818188525932013 0.012865323064192427 -0.043445661575978879 -0.042577541506039353 0.0064991353699835643 -0.006317154157406607 -0.087311121793795909 -0.021204463895203224 0.082760118925981813 0.023037522836444026 -0.004921789998538202 -0.001683752813354969 0.036525734287460677 -0.0085946712670403238 -0.011437480299337336 0.04440084687183965 -0.040977603340918468 0.028450697424161876 -0.066799389052455249 -0.064052418661083341 -0.16138651434509346 0.090058742726404448 -0.057150179219380905 0.020398495658324436 -0.020272151213542547 -0.0065256219949533434 0.077580861518691535 -0.03175332073528047 0.025358073765223234 0.022519332189586717 -0.019181627122221708 0.019913148387235735 -0.077138676145170573 0.03567162165697061 -0.08451420540626009 -0.068845326032271656 -0.067764758851624515 0.072374400562397481 0.0082481537374169672 0.0069603524563231715 -0.055975033744801728 -0.016591311326866445 0.031593993267745604 -0.0013812170092754312 -0.0013675883914500845
leaf_weight=2.0881439112126836 0.2569874738692296 17.736914596994666 1.0490058732211753 0.26996024118125461 15.748406047721799 1.7510360139403918 1.3668447610252759 0.60079237588070089 36.741136030573443 0.54916878056247043 3.8152372495881073 6.6851382718214145 1.9668876181895019 0.18116767870378669 0.33249390240234789 0.85854015716176846 0.9581501697502971 81.222408527452501 1.0933908653278193 0.57863339818140946 0.47031590898404818 2.1841733517758248 2.0548992521871718 0.68910441228218289 1.5419032683821572 0.53907235625956662 0.13275202586373813 0.25378029474813946 0.36896136348150321 0.19606195266533177 20.57128181452401 52.526146345382813 0.42139780949219119 3.7745189780944202 3.5108117219606347 0.43391231351415616 0.42165543863302435 1.981095124981948 4.1012538262821208 0.44933782509360831 0.30790114116098266 0.28292760348995205 0.87683869121246594 1.0507555551012044 0.50328725355211634 5.7400745811319211 2.7428647341703254 1.4782244262059974 9.2508306411136818 3.3012516258204441 17.566281960911056 18.543696342628891
leaf_count=416 33 11541 482 66 4270 711 1075 139 14402 135 3054 5498 521 49 107 362 419 45775 609 186 140 928 374 338 392 61 32 41 60 17 11318 50691 100 738 1116 97 218 935 1777 162 91 40 320 271 85 2468 775 456 4783 1452 8952 5381
internal_value=0 0.00691124 -0.00887911 0.00892642 0.0236229 -0.00994163 -0.0104306 0.0067485 0.00257362 0.0143283 -0.00983551 -0.0163556 0.0251935 0.0477123 -0.0859506 -0.00534212 -0.0293706 -0.00395721 0.0358657 0.0031735 0.0578045 0.0210523 0.0233397 0.0245648 0.0386747 0.00342317 0.0488267 0.0244964 -0.0253397 0.0387943 0.0183769 -0.0191918 0.0648144 0.0725032 -0.0219771 -0.00606085 0.000606443 0.0147156 0.0290156 -0.00919134 -0.00572558 0.00127107 -0.041558 -0.0419494 0.00913681 0.00365721 -0.0113567 -0.0374556 0.00438209 -0.00242922 0.0038577 0.00809239
internal_weight=0 178.085 156.032 160.348 20.6734 151.326 150.277 139.675 90.0821 49.593 148.526 60.5781 4.70652 2.73963 0.589481 87.9477 4.77339 83.1743 1.95193 89.4926 2.55846 33.2771 31.0929 30.5437 9.28335 2.08098 7.20237 2.8737 0.818804 0.565023 21.2604 53.893 4.32867 3.90727 4.08945 4.92496 16.3159 6.68314 4.70205 9.63278 9.18344 7.71103 1.18474 1.47241 6.52629 6.023 4.655 1.91214 85.4032 30.1184 20.8675 55.2848
internal_count=184459 74657 109802 63116 5664 108676 108194 57452 36412 21040 107483 57264 1126 605 140 50219 3473 46746 971 36272 556 14534 13606 13471 1815 453 1362 492 118 77 11656 51766 870 770 1302 1394 6506 2851 1916 3655 3493 3004 411 489 2593 2508 1328 553 34970 15187 10404 19783
shrinkage=0.1


Tree=53
num_leaves=53
num_cat=0
split_feature=1 3 2 2 4 5 5 5 6 16 7 16 1 4 4 2 16 1 4 0 1 2 16 3 11 4 1 16 0 7 0 3 3 0 16 3 1 14 1 14 2 0 14 14 7 1 0 11 5 2 2 15
split_gain=1.93977 0.526738 0.487881 0.466553 0.532765 0.9975 0.589893 0.418461 0.425427 0.393851 0.344359 0.354687 0.351213 0.343636 0.665063 0.543227 0.453194 0.420449 0.398978 0.470162 0.477707 0.391244 0.368072 0.356422 0.345937 0.342454 0.338928 0.337672 0.327684 0.403054 0.340429 0.3178 0.739971 0.577489 0.538207 0.349831 0.650894 0.48059 0.477392 0.385408 0.341888 0.328536 0.315834 0.364152 0.314282 0.394354 0.314149 0.312427 0.49687 0.309024 0.303014 0.410338
threshold=0.12387522310018541 -0.70507352514323418 0.083530467003583922 0.20638290047645572 1.3198216966718455 -0.032753980591227076 -0.41976262113913404 0.39625461778614296 -0.23748312565406146 0.12475744977203405 -0.079478284313763553 -0.099068919840769501 0.0040734414942562589 1.2109382820598991 1.4527206573327875 0.0043449075892567643 0.10289454270872665 0.46765036880970007 1.9887346010590792 0.00022014399291947487 0.99239736795425426 0.00041052444430533802 0.086435690155278314 0.055661723949015147 -0.018760317368165722 -0.053588832294101246 0.99754780530929577 0.047248569669890515 0.0046704448759555825 -0.0022651919977572529 9.2212543677305816e-05 -0.31819805875420565 -0.15142588701564816 0.0016769295907579365 -0.024367294444164789 -0.61037512449547637 0.99817979335784923 -0.1158770004188356 0.9954928755760194 -0.030847289658732079 1.7722447410051249e-05 0.00022014399291947487 -0.083074325414294589 -0.10259783800410237 -0.012942857873326755 0.94659352302551281 0.0005117829132359476 0.0040111293568963593 -0.25167134153791609 0.45790104568004614 0.027337186969816688 -0.10753735000091956
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 10 6 -6 -5 8 -8 -7 -3 50 -13 15 16 25 21 -16 27 22 -21 31 -20 -17 -25 44 -22 -19 29 -23 -31 35 33 34 41 36 37 -15 39 -39 -37 -33 43 -42 -2 -46 -14 -48 -49 -10 51 -12
right_child=2 3 -4 4 5 9 7 -9 49 -11 11 12 46 14 17 23 -18 18 19 20 26 28 -24 24 -26 -27 -28 -29 -30 30 -32 32 -34 -35 -36 40 -38 38 -40 -41 42 -43 -44 -45 45 -47 47 48 -50 -51 -52 -53
leaf_value=0.036607485950040715 0.082200538725187802 0.022916731444527258 -0.0073621175940099945 0.02179878389068874 0.041952777810382279 -0.026619582419200306 -0.005718761130810191 -0.0095544934664404529 -0.030196083098453508 0.017970260526739511 -0.081988817129139246 -0.030029038732122079 0.031477239892638259 0.0075045568796894115 -0.07337454555335729 0.0087261258922440646 0.050700423766363023 0.069803287947990553 0.052808109776244387 -0.015986117516166295 0.029092213232425293 -0.13800267385461612 -0.064276108058042083 0.075892361642040509 -0.030845940472440037 0.01720486377657408 -0.043577168754587003 -0.039695893568662183 -0.020398048190891027 0.079195413728850667 -0.061592080693144868 0.032765523953080335 0.0032240422567845527 -0.017849310671362716 -0.20273777012050234 0.064514251466258749 0.089632876425471714 0.019888033671098884 -0.14826345214170547 -0.11218627438534057 -0.0040218240981990212 -0.11519996811214067 0.065064305686913071 -0.1599257062978143 0.01640239403048593 0.071901531356964365 -0.0071662935510430114 -0.024989592132374453 0.011217925087439235 -0.061132603057575258 -0.011726246099501229 -0.019593187157476731
leaf_weight=2.6335866713325222 1.4429027201986171 4.1228682427135928 18.721039865604325 2.2464531110417765 3.6974916815670449 9.493635119317327 2.9331685675224497 6.1415575277060261 5.7422415097403228 2.4886168438461036 1.6001576076105264 5.0340482735014396 2.5552004582677901 1.656720724615298 0.50458492302277846 46.475470604314182 1.1358133635221737 2.1070546420669447 3.4067824587327808 6.4928612791190954 6.2510970197108691 0.58746442598203419 0.27662427819450375 0.31385487015359093 3.7120176776352301 33.90292193561254 0.69935758337669529 0.31303519007633429 4.348898619733518 0.19603932149766368 0.88745461771031842 0.24026744085131213 4.4360717503122933 1.1296367982431545 0.44239612411729845 1.7027292685161257 0.52383043110967253 0.60270772971853148 0.50104931784517248 0.32744139998067112 1.1057339988692545 0.35586050391248136 0.53824542276561249 0.15588612981628092 4.9733994671508963 1.7142339500137493 76.884495131288986 4.5211487797241743 22.972215204760005 7.5516063585879181 13.734633989944994 3.0706311724934521
leaf_count=763 415 1713 11131 1690 1536 5003 3320 2745 8637 1319 535 4424 622 176 221 23125 212 1377 310 1950 964 84 28 130 1912 13769 164 176 1392 13 180 21 771 200 37 125 90 69 41 34 158 36 76 13 2739 1558 43236 2250 11474 21278 8838 1379
internal_value=0 -0.00763697 0.00775031 -0.00830723 -0.0177441 -0.00333111 -0.0269163 -0.031822 -0.0402302 -0.0173459 -0.00547798 -0.0063789 -0.00426253 0.00987089 0.00223954 0.013245 -0.0102503 0.0152395 0.017591 0.0121891 0.00349534 -0.0137997 0.0437513 0.00625143 -0.0222306 0.0216412 0.0216886 0.0554554 -0.0350136 -0.0724436 -0.0352606 -0.00445783 -0.0202284 -0.067852 -0.121038 0.0101958 -0.0116201 -0.029207 -0.0712785 -0.0278258 0.0326371 -0.0563333 0.00214774 -0.0252201 0.0400631 0.0307798 -0.00304479 -0.00389506 0.0052516 -0.0478272 -0.0192372 -0.0411967
internal_weight=0 177.424 152.181 174.79 40.2948 15.6797 24.615 22.3686 16.227 11.9823 134.495 130.373 111.967 133.46 40.9256 92.5348 20.8742 20.0514 19.5468 17.1267 13.4433 19.7384 3.68341 50.5013 4.02587 42.0335 6.95045 2.42009 6.01986 1.67096 1.08349 13.7186 6.60423 2.16816 1.03852 7.11434 3.61175 3.08792 1.4312 0.930149 3.50259 0.596128 1.79987 1.26162 8.13054 6.68763 106.933 104.378 27.4934 13.2938 18.4054 4.67079
internal_count=184459 120762 63697 119999 45528 7858 37670 35980 33235 6322 74471 72758 62006 52566 8918 43648 3728 5190 4969 3416 3078 3516 338 25167 2042 18481 1128 1553 1669 277 193 1847 1065 294 94 782 410 320 144 103 372 57 247 171 4712 4297 57582 56960 13724 29915 10752 1914
shrinkage=0.1


Tree=54
num_leaves=53
num_cat=0
split_feature=1 1 14 3 11 4 4 3 1 4 6 6 1 3 8 6 6 11 3 15 16 8 16 8 14 15 7 6 1 6 3 10 4 4 14 3 16 10 7 15 4 10 11 1 8 15 7 6 6 12 16 8
split_gain=1.38608 0.609444 0.457404 0.440269 0.436052 0.421153 0.343616 0.390158 0.322518 0.305924 0.586666 0.387162 0.318653 0.317983 0.332576 0.309892 0.347356 0.303349 0.307832 0.288327 0.285777 0.271907 0.297041 0.27112 0.271044 0.27101 0.257895 0.25615 0.277312 0.251903 0.314622 0.247838 0.247658 0.417651 0.246947 0.237076 0.231281 0.225764 0.390841 0.272064 0.269628 0.586349 0.282488 0.275245 0.405622 0.257205 0.272615 0.224701 0.323726 0.573132 0.508924 0.494354
threshold=0.12116845697164537 0.00045453048369381582 -0.018130255312771817 -0.16214172984473404 0.078296202921950497 0.31607681197405341 1.389589453132986 -0.64034876553341735 8.6760078374936728e-06 0.64893314604780827 0.26066202452910742 0.18964416986387303 0.0083260871469974535 0.091309667448513224 -0.012996998500060739 -0.24580405555463994 -0.42708337571910193 -0.0048890311382165305 0.33242025109939283 0.34328063170555773 -0.023467445220127513 -0.00052386106372366873 0.013551225309902248 -0.0086885661478617263 -0.43498201767470851 0.058846737604983552 0.0086001505958423121 0.31873427837836327 0.96473678946495067 0.26066066525847503 -0.55684584379196156 0.039223119079538703 1.4110257689297534 1.4795058632040154 -0.025586358441231201 -0.027274878695607182 -0.31978365780645285 0.00022853065851094123 0.016640668533846804 -0.093460805715591941 1.4479182887617477 0.0047045163828792246 -0.047433969828363072 0.96473678946495067 0.00035634787766071111 -0.054963810469136579 0.047438125773907533 -0.019592294719348109 -0.023400041315730969 3.6863215561147173 -0.16530258359054054 -0.010192980832721252
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 29 6 -1 7 -2 -7 12 11 24 15 -13 -15 16 -5 25 23 -17 -12 -22 -23 31 -11 34 -25 -27 -29 -3 -31 -19 -26 -34 -9 -24 -16 45 39 -39 41 -41 -42 44 -44 46 -8 48 -47 50 -50 -51
right_child=2 3 -4 9 -6 8 37 17 -10 10 20 13 -14 14 36 19 -18 18 -20 -21 21 22 35 26 32 27 -28 28 -30 30 -32 -33 33 -35 -36 -37 -38 38 -40 40 42 -43 43 -45 -46 47 -48 -49 49 51 -52 -53
leaf_value=-0.070996136633552212 0.031531535694832302 0.014101519176606171 -0.0032285963309780503 -0.13617727630298665 -0.04947667481452038 -0.043208158654483506 0.01032723830021922 0.010473182659507273 -0.010306467181483474 -0.12972667743962063 0.014054959782421573 0.014203523012610065 -0.0066375812823860087 -0.11701925817738129 -0.12003145752026281 -0.034582376909559814 0.029541840005845185 -0.012730471257049767 -0.06619143395389733 0.059409449030070609 -0.10376427049108694 -0.092878153750660011 -0.086191846129007488 0.016153857673891835 -0.018264488708644829 0.035359104820428547 -0.0080995138041295971 -0.050387743617181492 0.11719279284538796 -0.078836539843220879 -0.00097661589636906503 0.083994593380274249 0.047922634882882571 -0.010832107071845981 0.081669732355234184 0.034667799857944957 0.068059035022738634 -0.013288947844074509 -0.076250109533600868 0.045063688372059207 -0.074769512857570358 -0.10864998829570163 -0.056159627256704162 0.056902281641571108 0.066663179613144011 -0.0051022420832973481 0.10403483153414238 0.0061969603840372244 -0.12361602833661978 0.026835554717855717 -0.0040881812693207972 -0.15296104218866696
leaf_weight=1.7050944216844097 11.071607959283709 17.469876307623057 34.443976186527152 0.1205859500223595 1.2074878521671042 4.0067841498785119 6.1474750107954632 22.977068784373955 11.541172685119816 0.14753778001613937 0.78152214407600729 6.1342768289687211 101.69238872496845 0.090925382843125013 0.051674949238077583 9.21157474843994 1.4989438592383511 8.130566471558943 0.58277970507151522 0.32282803057569331 0.75496977562215839 0.44689147228927895 0.19509655670844994 20.727260289304361 4.1855637535081787 10.007838903121861 5.5474244887445812 0.6329683611547815 0.099372826580292895 0.62267695376249355 2.7423120765638478 0.25639692721597462 2.12756314422586 2.7630434423554107 0.48064593152958224 0.66828270680707602 2.4157898780031242 1.7445087805390356 0.4139527669904054 0.61060766906302688 0.18966164306038891 0.39311807640478946 0.57678210454469148 3.9855576232512249 0.47340801525569987 8.9139053159087798 0.30982808157568786 7.3080794385896288 0.39153979928232807 0.19259602297097445 2.7646610165684242 0.64562344877049316
leaf_count=3369 4176 6965 18421 53 325 1399 1327 10473 8214 28 333 1821 67454 22 4 15354 1734 4145 462 242 210 115 61 12064 7074 3976 2824 313 90 117 634 81 759 2102 227 315 910 301 64 65 27 40 165 563 91 2410 38 1396 40 27 384 37
internal_value=0 -0.00623194 0.00689685 -0.00423922 0.00988329 -0.0240478 0.0105109 0.0141085 -0.0188247 -0.00634771 0.00480451 0.0115127 -0.00840008 0.0266328 0.056134 -0.0244334 0.0158719 0.0113233 0.00480913 -0.0312963 -0.0372258 -0.0565862 -0.0283877 0.00603587 -0.00276035 0.0180309 0.0110312 0.0311791 -0.0254323 0.00927601 -0.0157194 -0.00960385 -0.000449438 0.0148082 0.0119921 0.00618133 0.063298 0.00224661 0.0165382 0.0215126 0.031269 -0.0159743 0.0403669 0.0449485 -0.000607025 -0.00225535 0.0150939 -0.00780517 -0.0157302 -0.0393209 -0.0195192 -0.111947
internal_weight=0 171.697 151.227 154.444 116.783 17.2531 115.575 80.5139 15.548 133.609 20.7631 17.9164 112.846 8.69267 2.55839 11.1539 1.61953 69.4423 35.2444 9.5344 2.84676 2.06524 1.31027 34.6616 9.22371 34.1979 26.2747 10.7402 0.732341 20.8349 3.36499 8.38696 9.07617 4.89061 23.4577 0.863379 2.46746 35.0613 8.3876 7.97364 6.22914 1.00373 5.22541 5.03575 1.05019 26.6737 6.4573 20.2164 12.9083 3.99442 3.1562 0.838219
internal_count=183841 119289 64552 106307 46131 12982 45806 38831 9613 98591 13754 12720 84837 2757 936 17383 1787 34655 19576 15596 1034 701 491 19114 9963 15079 14888 4379 403 7716 751 4226 9935 2861 10700 376 914 6975 1316 1252 951 105 846 819 256 5659 1365 4294 2898 488 424 64
shrinkage=0.1


Tree=55
num_leaves=53
num_cat=0
split_feature=2 1 10 2 7 6 6 15 2 10 15 6 1 1 9 16 8 14 6 8 1 12 3 6 15 14 3 8 12 12 3 15 12 6 3 9 1 14 12 14 8 10 1 16 8 14 16 2 6 10 6 9
split_gain=1.40124 0.851475 0.405428 0.60189 0.375235 0.325928 0.600138 0.864216 0.451494 0.496848 0.397432 0.336306 0.312651 0.312787 0.308071 0.410409 0.3055 0.374814 0.297056 0.316561 0.286304 0.282982 0.413779 0.28208 0.276967 0.450897 0.274436 0.426755 0.362418 0.422148 0.333605 0.279107 0.276342 0.389114 0.270371 0.311057 0.264184 0.273674 0.256316 0.361351 0.339565 0.315897 0.255981 0.252761 0.249297 0.308301 0.249224 0.250212 0.243402 0.228911 0.231472 0.226567
threshold=0.0014608530327677729 0.018210830166935924 0.010715528420002427 0.00064516568090766679 -0.00065761591116952705 -0.010775603332342261 -0.019594419778145408 0.039312727166711865 0.00028268506866879767 -0.0011485495245446788 -0.035626936259443208 0.19297188238818627 0.99754780530929577 0.99685788154602062 0.035752593877296311 -0.026072440660900118 -0.005256924356053975 -0.40754425755844531 0.26066202452910742 -0.052329128654719108 8.6760078374936728e-06 1.6823483160898738 -0.84922737015995142 0.16753482128945804 0.10924255204702503 -0.57920461038034921 -0.057161603122949593 -0.0040583219450724137 2.1908629291201991 0.4703251939409448 -0.16214172984473404 0.038211899708024022 3.6863215561147173 -0.019594419778145408 -0.12688289163634178 0.0024641671605321225 0.93039646744728099 -0.16272891323900593 -0.9329875847021013 -0.30652821304419348 -0.025158393810768221 -0.054404165930187855 0.99817979335784923 -0.18265480054449842 0.0026583812397047023 0.13107013470590573 0.023563555434239793 0.00072289491072297107 0.19966159345964965 0.0012954878134861568 -0.12882807610968874 0.010606025806307274
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 4 -4 26 6 12 10 9 -9 -8 23 13 16 15 24 17 43 34 -20 -2 -13 -23 36 -3 -26 28 31 29 49 -31 32 -28 -34 35 -17 -7 -38 40 -40 -16 -41 -24 -6 45 -22 47 -14 -5 50 -1 -21
right_child=1 14 3 48 5 11 7 8 -10 -11 -12 21 46 -15 38 18 -18 -19 19 51 44 22 42 -25 25 -27 27 -29 -30 30 -32 -33 33 -35 -36 -37 37 -39 39 41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.0011020434986700244 -0.041054416148234622 -0.010903551337772148 0.071755339337070428 0.0068749594641379702 -0.06343997762428083 0.0055765582724014292 -0.041679865576852902 -0.16937953957835206 -0.0038371542236452314 0.0081746082955600988 0.03699693808402451 0.016606852671732005 0.0033198722312889708 0.071658249429761497 -0.006340622488759321 0.020529274742336685 0.018585429798165187 -0.022839851645785225 -0.063751112226810555 -0.01532246062524327 -0.012088427816861074 -0.10574676607342533 -0.013379945827988453 0.12393740697964147 -0.16417941401140479 0.00850622960727925 -0.018361739557685084 0.045135418053274638 0.045154503412918774 -0.0070652963176803894 0.042338219448592694 0.020350870533675999 0.050938029014562639 -0.16046058862273124 0.0005366146404446791 -0.0014338431118544658 0.012096248274394684 0.084605995888143631 0.045422106730460675 -0.064156819682710947 0.037623179841098767 -0.0014858527167770285 0.069832494229709594 0.065970936659869889 -0.0070432577534233617 -0.039576046281425102 -0.1138825999171401 -0.15089020809136838 -0.11434291686838219 0.074490750216156629 0.039818427928143135 0.025549921068073456
leaf_weight=2.3563563809693795 3.9193701622989456 54.798359154850573 2.421329908071129 0.55630054192442902 0.16861020975193242 2.213955293345836 1.3618443950490475 0.82646368579298712 0.34333857997626172 0.19185077416477714 1.1837493099410505 8.0021497234247345 0.85342328958722713 0.72428065362873972 2.4790468948649496 16.661100362667643 7.3742301622173709 5.0392862712051265 1.1328177708710416 7.6628346377707413 11.061361706433901 0.43399414910527401 3.4567217326220994 0.32967997876403377 0.13568239620872091 11.287606763054553 3.0106502092503438 1.6703853479202724 6.1671679486780695 7.3898931470284879 1.6585655567678239 1.6839446503827273 0.10996076720039127 0.30218875398713851 82.308488886425607 10.509421476478563 0.89336675562663104 1.2524870067154543 1.3080113301984964 0.96411444008845126 5.9751570452626757 4.4552918733061224 0.39617431108490553 0.83682904951274373 27.893969147380716 6.4707121896506683 0.33970209722338041 0.10230641710768396 0.21721311524743214 1.1563596672240235 4.468491603611259 1.6305125932276494
leaf_count=587 1449 33774 555 273 47 1388 200 81 88 24 221 1432 474 203 812 8351 2644 2011 507 3692 12971 39 517 215 30 6317 1135 841 1285 1544 563 617 40 37 50176 4614 704 1107 389 226 1515 1644 44 180 28019 7679 118 7 86 276 1383 710
internal_value=0 -0.00340217 0.0126442 0.0473481 0.0109597 0.00412242 -0.0047502 -0.0396673 -0.103418 -0.136358 -0.00509084 0.0142266 0.00412179 0.00844567 -0.000516077 -0.00163378 0.00494443 -0.0117025 0.00185595 -0.0142587 -0.0151718 0.00551223 -0.0151808 0.0369572 -0.00795131 0.00620578 0.0192384 0.00153007 0.0244069 0.0168545 0.00205487 -0.012839 -0.0291883 -0.104283 0.00339266 0.0120386 0.0299082 0.0547625 0.013173 -0.00139623 0.0247452 -0.0128066 -0.00454506 0.0435511 -0.0129236 -0.022263 -0.0425659 -0.0156169 -0.0289507 0.0335918 0.0264884 -0.00811669
internal_weight=0 250.654 69.4933 3.19484 66.2984 36.3244 19.3459 3.90725 1.36165 1.01831 2.54559 16.9785 15.4387 14.1432 201.308 186.127 13.419 6.04473 119.905 10.4262 49.3454 12.289 4.28689 4.68949 66.2216 11.4233 29.974 6.77713 23.1968 17.0297 9.04846 5.10674 3.4228 0.41215 109.479 27.1705 4.35981 2.14585 15.1816 6.72742 8.4542 5.41941 3.8529 1.00544 45.426 17.5321 1.29543 0.95573 0.773514 7.98121 6.82485 9.29335
internal_count=183841 162875 20966 914 20052 11744 6298 614 193 105 421 5446 5684 5085 112757 108171 4882 2238 68050 4909 50118 2032 600 3414 40121 6347 8308 2670 5638 4353 2107 1829 1212 77 63141 12965 3199 1811 4586 2259 2327 1870 561 227 48669 20650 599 481 359 2246 1970 4402
shrinkage=0.1


Tree=56
num_leaves=53
num_cat=0
split_feature=3 9 15 3 13 7 6 14 8 13 3 13 13 6 4 3 11 13 13 7 3 4 13 9 13 7 14 4 13 14 7 11 5 9 13 15 11 7 8 9 3 10 6 7 15 7 5 3 13 10 11 5
split_gain=1.20616 0.599259 0.433952 0.426506 0.474329 0.423544 0.38271 0.451052 0.403003 0.382429 0.371646 0.387092 0.322239 0.313711 0.312241 0.412295 0.533606 0.311919 0.29594 0.292342 0.287046 0.281288 0.268309 0.312012 0.270496 0.256861 0.356746 0.254703 0.288111 0.308334 0.266474 0.254337 0.249986 0.250476 0.265033 0.365345 0.242215 0.238964 0.236676 0.344948 0.236307 0.236191 0.267558 0.232419 0.225974 0.249202 0.373432 0.280345 0.22456 0.291912 0.221159 0.2211
threshold=-0.008459915698040275 -0.023884993649766473 -0.43814539399396951 0.33242025109939283 -0.3206294559027798 0.010367652524752071 0.19297188238818627 -0.16623997665154702 0.00035634787766071111 0.45519093715881315 -0.92461817257571954 -0.30521044801635172 -0.11309019295298894 -0.42708337571910193 1.1150639787573788 -0.17408449854701755 0.064269363609115907 -0.063932485358650246 -0.017609831968282339 0.14642696611810505 -0.84922737015995142 -1.4173665853437432 0.055370778737820939 -0.0033908634826412998 -0.50010211465560739 0.0039693061644310934 -0.0083921561922378884 1.4527206573327875 0.218443273151505 0.052296412647961268 0.0064824228193150367 0.0050438399921520554 -0.57343349797682164 -0.12187485862368734 0.51857866108793937 0.16196936074472901 -0.00047125956772562744 0.0082029251529347671 0.002463529841665106 -0.0044463993676871578 -0.022809344343841072 -0.0076862528668930489 -0.21019822030442323 0.027437708534995945 0.26029325322878732 -0.023259979925864645 -0.25622905524272011 -0.58329920168034721 0.26421229105146427 -0.00038048144488102292 0.0075880516111158551 -0.25443579055088511
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 13 -1 7 8 10 17 11 -3 44 -4 15 36 22 -7 20 21 -10 -14 23 43 -25 26 50 28 29 -23 31 -30 -6 -34 -35 -36 -9 -29 39 -27 -18 -22 -43 -17 45 46 -8 -47 49 -5 -16 -41
right_child=2 6 3 48 32 9 12 14 18 -11 -12 -13 19 -15 25 16 40 -19 -20 -21 41 27 -24 24 -26 38 -28 37 30 -31 -32 -33 33 34 35 -37 -38 -39 -40 51 -42 42 -44 -45 -46 47 -48 -49 -50 -51 -52 -53
leaf_value=0.0016031819044666413 -0.082711151701476165 -0.23626153674006509 -0.14911086406107715 -0.039109988224112296 -0.070211893041635595 0.031316560565709105 0.013160318227429963 0.025522856136798916 0.10662861919967713 0.021864477722741981 0.013777038301856651 -0.027933334453266175 0.12165683471849829 -0.024328995802599306 0.013604435705281977 -0.01902285304300828 0.016432677002968257 -0.059098236399426143 0.053277692882078301 -0.10895181931241785 0.030225214529528973 -0.0058356977242650567 0.0089866375619373964 -0.077735151069509789 0.0018673474230273155 0.0053739454200637943 -0.030827121767555522 -0.011804642267370795 0.029439011650375435 -0.040671051092125321 -0.010710641328142926 -0.052267191683747188 -0.063038082110795243 -0.0031215912594622715 0.04918358100551818 -0.04041147563058578 0.0067797098053792226 -0.15953421753140884 -0.0018941215661587392 0.078232077905922792 0.17738779183738515 0.03008302931860234 -0.040595374529968767 -0.085435206432191019 0.072396149049731864 0.066186859080342317 -0.073421942735050427 0.011226973363714352 -0.064422247864475674 -0.0094631368680921576 -0.11630922550329198 -0.081967080788337712
leaf_weight=5.2612978878732957 0.75267883673222868 0.085163339019345585 0.18959729851485363 4.9199039562516882 0.53360457876988121 0.41111457963415876 1.2958453646097043 16.407386717824014 0.34251380792557018 0.86524054471374245 23.144198272796078 0.73108254991529875 0.15813863626681168 8.5848852147605594 7.7274245591306672 4.8985909872899347 0.14959338889457285 3.9632470825799828 4.7685634098224892 0.25268648013297834 3.5809772169432108 27.608281399489787 27.70998188990643 0.41771021402746455 22.041833765478266 0.80873816576058755 2.6610612139538707 0.24097507519763794 5.5285378363626005 2.7820722285495085 3.5517758365222107 0.3932112400200366 0.66491445843348529 92.946676792311507 2.0141069940109442 0.57201491421801609 11.911514093358162 0.18787927876110189 1.962279521525488 0.077526325956568942 0.23286876210477103 0.896775882567454 1.2780683916698761 0.57606752079300338 0.61459712578653203 1.0640516272615048 0.78730731135783472 6.6262304064404116 1.1683751289347117 10.196815104417908 0.11583801526285231 1.6049181085909359
leaf_count=2102 357 8 46 5524 242 185 307 9084 112 335 8827 279 25 9212 2323 2905 35 1351 1803 87 1313 6629 15684 358 13711 303 1220 68 1104 1096 1003 135 320 70097 1172 303 6384 28 801 16 9 233 671 180 139 153 309 2060 1001 11616 21 567
internal_value=0 0.0047696 -0.00788084 -0.0074065 -0.0050795 -0.0184503 0.00608764 0.00889276 0.0186822 -0.0385248 0.0114234 -0.0541961 -0.00127717 -0.0273183 0.00545674 0.00781807 0.00284541 -0.0505094 0.0346429 -0.00528993 0.0199601 -0.00459529 0.0020174 -0.0048972 0.000327181 -0.00785214 0.000691115 -0.00514368 -0.00430052 -0.00904637 0.0109124 0.0238749 -0.00305763 -0.00267235 -0.00224067 0.0292272 0.0176482 -0.0802611 -0.0279264 -0.0482747 0.117925 0.0144934 -0.0114443 -0.0262624 0.0144284 0.0106596 -0.0199035 0.0189651 -0.0224606 -0.0191463 0.0114297 -0.0738519
internal_weight=0 195.723 122.544 121.791 105.506 10.5009 185.222 134.131 34.8273 5.2396 23.9604 0.816246 51.0916 8.77448 99.3033 84.3455 56.0266 4.37436 10.8669 40.7036 6.09834 40.4509 55.6442 27.9342 22.4595 14.9578 10.5043 40.2927 39.8639 30.3904 9.47352 5.92175 96.7313 96.1977 95.5328 2.58612 28.3189 0.428854 4.45346 2.49118 0.382462 5.75582 2.17484 5.47466 10.388 9.77343 2.08315 7.69028 16.2851 15.1167 7.84326 1.68244
internal_count=183853 83963 99890 99533 81392 3973 79990 66847 13246 1871 9114 287 13143 9258 53601 48350 32882 1536 4132 10175 2329 10088 32838 17154 14069 5251 3564 10063 9967 7725 2242 1239 72134 71892 71572 1475 15468 96 1687 886 44 2217 904 3085 2968 2829 616 2213 18141 17140 2344 583
shrinkage=0.1


Tree=57
num_leaves=53
num_cat=0
split_feature=0 2 4 4 11 13 2 0 11 2 5 4 11 16 4 2 13 5 4 16 4 0 4 4 7 9 10 13 9 10 10 6 10 13 13 6 6 4 9 7 6 0 6 3 3 0 3 4 7 10 6 13
split_gain=1.56037 1.04713 0.686397 0.68181 0.506037 0.470771 0.358933 0.338291 0.336396 0.344066 0.325339 0.361849 0.346332 0.338867 0.304986 0.301429 0.288558 0.511079 0.443612 0.277974 0.272524 0.301371 0.278589 0.578376 0.325001 0.485783 0.291049 0.27782 0.310323 0.27253 0.276094 0.27162 0.266849 0.253813 0.241022 0.444487 0.350594 0.416252 0.308701 0.268797 0.26099 0.249011 0.310241 0.244903 0.236522 0.233249 0.272242 0.234127 0.29773 0.230172 0.311417 0.309997
threshold=0.0032134379725903277 0.068604461848735823 1.4282020682522976 1.4527206573327875 0.02501341562355543 -0.2593502261690151 0.00041052444430533802 0.58534440398216259 -0.01437773630441257 0.06061056815087796 -0.40515722028139295 -1.4309424213553588 0.0053185608174306336 0.062059778879431295 -1.4309424213553588 0.0024906499311327939 -0.3206294559027798 -0.032753980591227076 1.4110257689297534 0.045167672993297013 -0.85654164896167428 0.85663396120071422 1.3198216966718455 1.4795058632040154 0.003270311284184293 -0.007494853870563048 0.004237668655088401 0.27597744647881195 -0.030234974967638429 -0.012601743958582797 -0.00472166363177278 -0.16227810593426195 0.036041034923172892 -0.025523395015818531 0.063616679935811729 0.25103207554053558 -0.22853743711932509 -0.053588832294101246 0.053161545370228595 0.051324470486606787 0.28276134231118161 0.022400290705263618 0.26066202452910742 -0.0092579973861575109 -0.17408449854701755 0.011791167315095665 0.0043385601602494725 -0.85654164896167428 0.0084007013024776141 -0.0013784623574538727 -0.15461150164022355 -0.42843964511925831
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 7 -4 -7 10 -1 -10 13 12 19 49 -6 -15 17 18 -3 -12 21 27 24 29 -22 -26 -25 -18 -29 -24 -31 -28 -14 44 -13 36 37 -36 45 -40 41 42 43 -37 -21 46 -38 48 -47 51 -51 -2
right_child=1 16 3 -5 14 6 -8 -9 9 -11 11 34 32 15 -16 -17 20 -19 -20 33 22 -23 23 26 25 -27 31 28 -30 30 -32 -33 -34 -35 35 40 38 -39 39 -41 -42 -43 -44 -45 -46 47 -48 -49 -50 50 -52 -53
leaf_value=0.041597130915429631 0.09929203551996002 -0.01249385987403368 -0.15564486007196976 0.019424448869753658 0.022384437296138902 -0.0075312246637223267 -0.063065861590241606 -0.053802558676892792 0.014971244310726564 0.05525958704601891 -0.045596936590233228 0.0011007069495721034 0.028120268590015093 -0.14738923239494092 -0.034900480821365674 -0.035909592731276398 0.0081085391438882326 -0.046977226262610569 0.091580025598539935 0.10796804205052463 -0.021907451220879254 -0.077262555173502445 -0.11250696293910574 -0.043020440205953407 -0.033152614949781237 0.001577988680406716 0.013307259244479744 -0.075144796294792468 0.0016283319238406463 0.098582229670165777 0.018262805985868266 -0.049352742625449288 -0.073448815932072781 0.017961067695838325 0.017171035113289677 -0.007445034072253622 0.0059646919968574293 -0.022877051400191528 -0.11408708384494359 0.020810067247215607 0.014517035642323838 -0.0031161280457360839 -0.086996745713268778 -0.10234801957647355 -0.063115600625294463 0.024502706281931949 -0.13535299280950117 0.02387198195819942 -0.020939978718212623 0.11225661474678489 0.0055037696568044324 -0.025747767410999635
leaf_weight=7.4914740220756348 0.1924324516730852 4.1208677521949539 0.22838298493297671 8.7374000950949249 1.1036513129947705 8.1956624138547358 1.3402045594120853 1.0302269526237058 28.617761505361617 2.2756877120264098 3.6484412538884481 64.098214772409051 2.1968930668008402 0.2712515641178469 5.5334963626210074 1.6614459281154266 15.521945142698319 5.7725945521490285 0.43696071265730996 0.073619614006020129 33.053008984898497 0.45767225066992878 0.13274522220308416 3.0593886283568281 5.2063926910609579 17.574990640863234 2.8925452423209213 0.87931393510007216 1.2730844467878331 0.44346498668892298 6.26051882431784 0.88996710890205566 0.2758638156519736 1.823764400440268 4.9113240979841066 2.0746728885496859 10.886391108756019 5.4649273166796686 0.32053646013355219 0.25399910734722653 3.2254186888621916 4.1769083651652181 0.96565584770019075 0.2959586141514573 0.80469640583032775 2.893029208664287 0.12046728031236931 33.550419457057174 2.8394697174990142 0.30639095112565007 1.7590229504348815 3.6595256352120487
leaf_count=2086 58 6169 18 1490 270 738 164 854 9711 929 1307 36516 700 65 2107 559 7685 5699 170 21 39054 279 33 1900 4243 14769 1545 413 521 168 2693 925 51 454 2394 419 5784 2152 95 110 1766 1027 208 59 253 1032 60 21289 875 136 686 1144
internal_value=0 -0.00331797 0.0149739 -0.000848358 0.00165712 -0.0189915 -0.015438 0.00282511 0.0225972 0.0179687 0.00321319 0.00428805 -0.0153176 -0.0165923 -0.0253409 -0.0527442 -0.0114627 -0.0272597 -0.00220245 -0.0276594 -0.00959563 0.00132158 -0.0124429 0.000347256 -0.0155755 -0.0063787 -0.0201819 0.00343131 -0.0300906 0.020891 0.02382 -0.00159593 0.0163502 -0.00330126 0.00556109 0.00953188 0.0128222 -0.00392437 0.0162387 -0.0556035 -0.00922257 -0.0194241 -0.0397176 -0.0199598 -0.0469367 0.0170786 0.00420445 0.0206823 0.00199845 -0.0046632 0.0221543 -0.0190781
internal_weight=0 258.394 56.8866 18.5017 160.418 9.76425 9.53587 153.781 38.3849 30.8934 152.751 144.901 8.82328 7.85007 6.63715 1.9327 97.9755 10.3304 4.55783 6.35052 87.645 18.132 69.513 13.6786 55.8344 22.7814 6.8419 17.6743 2.1524 6.83673 6.70398 3.78251 2.47276 2.70208 136.077 71.9792 61.2406 10.3763 50.8643 0.574536 10.7386 7.5132 3.33629 2.37063 0.878316 50.2898 11.0069 39.2829 5.7325 5.91737 2.06541 3.85196
internal_count=183853 168717 15136 2410 82451 920 902 80074 12726 10640 79220 76572 2786 2648 2377 624 86266 12038 6339 2035 74228 8898 65330 7264 58066 19012 4370 8619 934 2894 2861 2470 751 728 73786 37270 33791 4546 29245 205 3479 1713 686 478 274 29040 5844 23196 1907 2024 822 1202
shrinkage=0.1


Tree=58
num_leaves=53
num_cat=0
split_feature=1 3 10 1 4 6 6 1 11 12 7 6 4 1 5 13 5 15 15 4 1 6 11 12 10 9 4 15 4 3 1 3 13 5 4 6 11 12 1 1 7 1 9 5 15 12 9 5 11 12 11 3
split_gain=1.36587 0.466015 0.412643 0.37069 0.395158 0.321847 0.43348 0.285383 0.281075 0.278555 0.293956 0.264547 0.257909 0.387712 0.672122 0.382768 0.374231 0.355369 0.335816 0.324708 0.329234 0.274635 0.2551 0.252446 0.431887 0.248382 0.34633 0.611599 0.351531 0.330858 0.318264 0.299158 0.272718 0.340273 0.246941 0.245692 0.244487 0.239486 0.233446 0.232597 0.231651 0.225218 0.532788 0.292038 0.316285 0.376597 0.354691 0.287248 0.286537 0.279594 0.325743 0.438446
threshold=0.12387522310018541 -0.64034876553341735 0.074681871919674778 0.0017459478694945576 0.63465168607974198 -0.060239348575639604 -0.018027178837884131 3.5689399737748322e-06 0.10814915424083647 -1.0929342326162803 -0.0012478765547737686 0.17852239427635483 0.67956184934220354 0.65267792344093334 -0.038172765401165341 -0.21888514736283729 -0.0060846234792002194 -0.11423083792730834 -0.11657360991555238 -0.22339083283857233 0.71707037091255199 0.19297188238818627 -0.00063900747757918879 -1.2686231386512141 -0.031455473855395953 -7.6247225456911905e-05 -1.0570658838716895 -0.34232997253799397 0.64893314604780827 -0.2821109034121036 0.0083260871469974535 -0.053854514844715588 -0.17224785602942988 -0.2017853110797507 0.48740114286807018 -0.27098625864157733 -0.054553242467732965 -1.4425520809067982 0.75791621208190929 0.00012753833289025354 0.022549700798418882 0.99685788154602062 0.0018109215483052392 -1.0000000180025095e-35 -0.0095936660552081564 -0.29535478723809416 0.00021849629041953707 0.12241563039522331 -0.0075275590210088896 0.34497144859421675 -0.002456278580039942 -0.67175750727619732
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 8 4 -3 -6 7 -7 12 10 -1 -8 13 15 19 16 22 18 36 38 21 -21 -2 24 -22 40 27 29 30 -27 34 -30 33 -32 -28 -25 -17 -26 -15 -13 -5 -14 43 44 45 -43 -47 -45 -46 -44 -51 -52
right_child=2 3 -4 25 5 6 11 -9 -10 -11 -12 39 41 14 -16 17 -18 -19 -20 20 23 -23 -24 35 37 26 28 -29 31 -31 32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 42 49 47 48 46 -48 -49 -50 50 51 -53
leaf_value=0.12695536637067717 0.061742427710932052 -0.043462914516269685 0.073663995362550291 -0.0070530485264836632 -0.028902572923855993 -0.048470187246882609 -0.0529697831216044 0.045117973660492333 -0.057776784086077851 0.0081735625223674641 0.026683011646319411 -0.021519935644829701 -0.00041668960382978666 -0.0056558228804095279 0.045064168777578371 -0.10562249672129205 -0.010880635169494652 0.0068584729120390545 -0.10501534977499037 0.062587992582191262 -0.26393650321566792 -0.065777764287312412 0.013336116966065167 0.084692716620473507 0.029041637256315974 -0.19860703351160358 -0.029011156749823276 0.01275653947670247 -0.019353313442099937 -0.040256141510677287 0.00875421608702057 0.021416506532482872 -0.0018478405432112912 -0.032742658630178605 -0.11768783418959675 0.00098469535437987164 -0.0078665027006234005 -0.083598337852514651 0.069555454146643894 0.013825060491277902 -0.02339419779539309 0.088269046821885189 0.075417994358817686 0.15622175651328418 -0.006552069427851622 -0.086724350360023211 0.084877079159885613 0.04566576608625901 0.10326344357644712 -0.018412370144794014 -0.25409611214005651 0.0017963770727795975
leaf_weight=0.49315767901862273 2.8956925608945312 5.0474224293916476 0.90195442274853022 58.348868402333324 6.9499942934962808 0.36160977007239603 1.3512084489211593 2.4091220338086714 0.66065957339014758 1.9843007009949349 0.71272556272742826 3.9938369091032655 53.708196080115158 0.57833661037876183 7.8140608324129053 0.24638897794647974 1.7204393726858587 41.304799482958742 0.3784711651460374 1.4062860219455604 0.070229815042694099 0.1742808934614003 1.7572074122181218 0.3429700568449342 0.36122710177914996 0.16328499629162252 3.3325164323640588 20.638740572034294 2.3606236460946093 0.53792556058033625 2.7318433841178376 7.4061972598719858 28.497343732435699 7.0654789421034199 0.33275257595596475 12.75205685688433 8.5075521622804882 0.36286214260326488 1.4017579576284331 3.4582145008862426 10.18000245463554 0.19727147826597502 0.24672127355006557 0.24334349499622421 0.4739733443366273 0.73028230680938555 0.12896302921399183 2.8771150722004677 0.45491242648677166 1.797138849520707 0.12816524975642096 0.12339711251479424
leaf_count=83 909 10481 279 41027 4694 109 2691 1453 206 685 253 1380 16526 364 5621 67 818 22331 104 706 9 61 770 261 214 11 5423 7024 1130 174 2232 5334 21330 7392 529 6807 4145 186 1184 1466 5011 41 73 158 213 241 41 491 242 281 9 40
internal_value=0 -0.00636381 0.00688276 -0.00709629 -0.0187032 -0.0119219 -0.00169686 0.0326749 0.00645506 0.0313901 0.0689264 -0.0125586 0.00675849 0.0104201 0.0207227 0.0058334 0.0288896 0.00291092 -0.0149223 0.00978825 0.0048829 0.0478654 0.0435805 -6.27532e-05 -0.0541734 -0.005162 -0.00110532 0.0096086 -0.00552713 -0.0810889 -0.0095042 0.0115454 -0.00680045 -0.0211769 -0.0375855 0.00328778 -0.0108243 -0.0280496 0.0477318 -0.00512373 -0.00948592 0.00183914 0.018171 0.0361224 0.00605007 -0.0311454 -0.0597826 0.0551149 0.0481488 -0.0217306 -0.0339726 -0.136663
internal_weight=0 168.357 144.747 165.167 23.5714 18.524 11.574 2.77073 143.845 3.19018 1.20588 8.80326 143.184 82.0746 25.2641 56.8106 6.37334 50.4372 9.13241 17.45 15.4699 1.58057 4.6529 13.8893 0.794319 141.596 73.0667 21.34 51.7268 0.701211 41.9599 9.76682 38.2947 9.79732 3.66527 13.095 8.75394 0.724089 1.98009 7.45205 68.5289 61.1095 7.40128 5.10586 1.9854 1.05652 0.859245 3.12046 0.928886 2.29542 2.0487 0.251562
internal_count=183310 119912 63398 118891 22274 11793 7099 1562 63119 1021 336 5537 62913 44557 15413 29144 2497 26647 4316 9792 8244 767 1679 7477 409 96617 50579 7209 43370 185 36906 6464 30954 9624 5952 7068 4212 400 1548 2846 46038 18356 1830 1427 778 323 282 649 455 403 330 49
shrinkage=0.1


Tree=59
num_leaves=53
num_cat=0
split_feature=0 2 4 6 14 3 2 9 3 13 6 12 2 16 5 4 13 16 13 0 13 2 12 2 6 12 5 3 13 3 4 4 2 2 4 9 16 0 12 12 14 14 9 13 14 0 0 6 14 12 12 12
split_gain=1.03092 0.541398 0.386508 0.36553 0.43898 0.372823 0.460378 0.365598 0.362805 0.338439 0.337467 0.425726 0.324212 0.356537 0.323904 0.301826 0.289041 0.332561 0.407218 0.359723 0.279095 0.275591 0.27331 0.268735 0.266319 0.378235 0.292881 0.311461 0.265103 0.394435 0.293789 0.280139 0.293567 0.262944 0.29958 0.292253 0.298118 0.311335 0.395287 0.307072 0.2919 0.379946 0.260496 0.293809 0.427702 0.340767 0.29549 0.260414 0.258383 0.286481 0.258378 0.364436
threshold=0.015032106079161169 0.0087321326136589068 0.1098908134226963 -0.045102215663342569 0.38252281208014505 -0.0027928557246923442 0.050206117331981666 0.072159319408613268 0.44599423574982217 -0.22328270322257507 -0.019592294719348109 2.3803901071206419 0.97749862074852001 0.38721859731774261 -0.41976262113913404 0.32525658332309254 0.93033512326341894 -0.077005222538700194 -0.055643746572085685 0.0043764482252299794 -0.011876550081370845 0.0040220827795565137 0.62592610924869585 6.3744879298610626e-05 0.27862366397231225 0.089933272610394563 0.080725416142093817 -0.42821997964347241 0.18599839856688299 0.014634687453508379 -1.072404933072741 0.52604143514580148 0.5653846561908723 0.00010533893146202901 -0.69120639074737011 0.0068705295218836303 0.06724012002844236 0.0014679003506898882 2.7155134497883284 0.28158533787611217 -0.079612732511198145 -0.08667952396074019 -0.010891894794397863 -0.021462552837070676 -0.052506574071372859 0.0043764482252299794 0.0012769218301400544 0.17513946470173447 -0.037568122033448233 0.44961594072161254 0.22333146116328981 0.26042006974332149
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 9 10 12 -1 11 16 13 28 -14 -16 17 19 21 22 -7 -19 -5 -4 26 -26 27 -12 31 -30 -31 32 -3 40 47 -36 37 38 -37 -38 41 -28 -20 45 -45 -44 -46 -35 -42 -50 -11 -52
right_child=1 8 23 7 -6 20 -8 -9 -10 50 24 -13 14 -15 15 -17 -18 18 42 -21 -22 -23 -24 -25 25 -27 33 -29 29 30 -32 -33 -34 34 35 36 39 -39 -40 -41 48 -43 43 44 46 -47 -48 -49 49 -51 51 -53
leaf_value=0.044952893618868693 0.024251338042651775 -0.0068330246401607135 0.023258582431202872 -0.05458648999711857 -0.079639710123776575 -0.063965391658773935 0.048749384156645537 0.031184321688919367 -0.02374749168072865 0.002064105799929957 0.03978619211296687 0.028128469413314074 0.11084883608410503 -0.073588237102576504 -0.10528819459673899 -0.02271455422271507 0.1129177590582504 0.079067870976267773 -0.095485939873893755 0.000334743304668354 0.0078745086409198542 -0.024608572764353139 -0.15207610503784078 -0.0045338947544511128 -0.035715225876574941 0.033439906852658276 0.004978320021764804 0.0086954118461889524 0.013717581865969742 -0.044817883825141729 -0.0021657021500484869 0.0043954912118401397 -0.035694676813801493 0.012636682106456146 -0.0068842670925478152 -0.14180592659676572 0.061274094909686376 -0.03030087500770863 0.064515720132056573 -0.088424041672210199 0.055615679742744284 -0.10510101251664494 -0.013859325115966376 0.029783482633755805 -0.11105369879256916 -0.17612178987184191 -0.013935546688466124 0.11722183056813656 0.074578971527044499 -0.020288487188644455 0.10980835226270745 0.017586359329315192
leaf_weight=3.3434590350298086 9.9025863000176724 100.57213168172007 4.2554361753645962 0.67801933140253712 0.46465764249296526 0.95102872620918821 4.4665860584555039 4.310940198993193 11.058903798421396 15.154002401411161 4.4497914635649058 1.6280509040843751 0.15514915156381892 0.71613809411974116 0.45611164262407911 7.2339794920681015 0.12442957247549191 0.61290988753353237 0.55456514692195868 0.52251879614414054 1.2166608525239997 0.42086257551636663 0.52675104063200706 18.708126097352761 3.3067183032790117 1.0225408459173193 7.3289891296262795 11.612344829849464 18.29625062552714 2.0390658002143027 7.5282138237402005 22.768319910092032 3.635990145689731 2.030205862498407 10.65485767478844 0.6494211058252416 0.4262864987249485 1.1040889535033782 0.097436815733090043 0.18100297525234055 2.2645343123003845 0.30993650190066535 0.27855568972881872 1.3943893713239959 0.47101090219439445 0.22960671722103143 0.89007067765305692 0.25308892301109143 0.40803066403896249 1.2453896030492613 0.42294533226231834 16.845518351327883
leaf_count=1028 5846 68126 927 166 201 689 2003 859 12898 6393 2151 383 123 347 1706 5476 22 136 175 191 669 213 87 10318 1119 424 746 6744 9383 1008 5452 16349 8621 731 3565 132 147 516 16 55 221 30 59 494 92 46 375 52 39 157 107 5497
internal_value=0 -0.00401411 0.00775647 0.00823074 0.0152812 0.016354 0.0185327 0.00318972 -0.00623209 0.014737 0.00101297 -0.0175241 -0.00504423 -0.00404233 -0.0248566 -0.0278413 -0.0286559 -0.0316274 -0.0180856 -0.0691005 -0.023905 0.0371543 -0.0987865 0.000630264 0.00428043 -0.019312 0.00666181 0.0173428 -0.00371235 0.00511832 -0.0113217 -0.00565058 -0.00784591 0.000289579 -0.00826395 -0.0140882 -0.0450418 -0.0648385 -0.114023 0.015423 0.0116801 0.000280773 -0.0331436 -0.0220949 -0.00896355 -0.0906161 -0.0485323 0.025037 0.0338049 0.00366165 0.0115984 0.0199546
internal_weight=0 207.326 32.8661 102.852 42.8649 42.4002 40.2325 59.9873 174.46 35.7659 55.6764 8.33174 163.401 155.556 7.84524 7.69009 6.70369 6.57926 4.85197 1.72729 2.16769 1.03377 1.20477 22.9636 47.3447 4.32926 43.0154 16.0621 154.84 27.8635 9.56728 126.976 104.208 26.9533 15.3964 13.1131 2.45824 1.85095 0.746858 0.607289 11.5569 7.63893 3.8182 3.26363 2.75547 0.508162 1.36108 2.28329 3.91795 1.65342 32.4225 17.2685
internal_count=183310 146580 17091 36730 16587 16386 15028 20143 129489 13025 19284 2439 116591 109286 7305 7182 2056 2034 1590 444 1358 349 253 11245 16845 1543 15302 8895 108939 15843 6460 93096 76747 6407 5214 4431 866 664 148 202 1193 776 1241 1066 961 105 467 783 417 196 11997 5604
shrinkage=0.1


Tree=60
num_leaves=53
num_cat=0
split_feature=1 3 7 8 12 1 6 15 6 6 4 0 4 12 15 1 1 4 12 7 0 13 12 7 13 11 15 13 4 13 3 14 4 8 1 13 1 15 11 12 7 7 1 1 7 13 12 0 8 4 8 12
split_gain=0.649195 0.552818 0.429467 0.434385 0.49711 0.468274 0.360391 0.343929 0.339015 0.376502 0.329786 0.312806 0.398111 0.309927 0.303796 0.2978 0.29699 0.312315 0.315404 0.293528 0.268665 0.40116 0.334055 0.295882 0.300541 0.261016 0.250417 0.301862 0.518752 0.250178 0.399886 0.249152 0.245436 0.241844 0.241383 0.294122 0.423311 0.691508 0.3968 0.446843 0.380196 0.341571 0.315021 0.29318 0.27475 0.402826 0.329679 0.253763 0.280715 0.241035 0.237997 0.229859
threshold=0.0010789097868837418 -0.77529835968743999 -0.034398324199750863 -0.0038321599760157894 0.24175493300406992 0.99458584189414989 0.49129373034163532 -0.0067210966758313138 -0.046675478971111815 -0.016103994194969957 2.2170162523061023 0.00030238796898629522 1.4479182887617477 0.60517883981332143 0.14831000538284894 0.69555822014808666 0.86250188946723949 1.4527206573327875 -0.23414913704837767 -0.017670357617672574 0.0071812218520790347 0.20993852649118036 1.0507698544246125 -0.0013400628379334357 0.23785108518449369 -0.10664073209621946 0.077564034680420169 -0.24859401076841001 0.98794582735069225 0.35477600436359752 0.025100434198975567 -0.10475937802934211 1.9887346010590792 -0.014071743278387611 0.53165322542190563 -0.015657224641427572 0.99685788154602062 -0.016484517627770919 -0.0062737434731497095 -0.64759825441904562 -0.0012478765547737686 0.017674271648538548 0.94659352302551281 0.84566703438758861 -0.0098880248619166878 -0.05762958718651922 1.431714949496605 0.015032106079161169 0.0095247022204066664 0.075861075686618193 -0.0083111695462627071 0.99927649185939293
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 14 4 11 13 26 19 -1 -10 -9 33 15 -6 -3 29 -14 18 -18 -7 21 22 31 -23 -25 -16 27 28 -2 -13 -31 -15 -19 -4 -5 36 38 -38 39 41 42 -36 43 -37 -41 46 -46 -40 -49 -42 -26 -44
right_child=1 2 3 34 5 7 -8 10 9 -11 -12 12 16 20 25 -17 17 32 -20 -21 -22 23 -24 24 50 -27 -28 -29 -30 30 -32 -33 -34 -35 35 40 37 -39 47 44 49 -43 51 -45 45 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.033662387088994099 -0.0062561360262521183 0.0077977729515729321 -0.017913826398278775 -0.00014611305819765407 0.017772997028719782 -0.060994388397242499 -0.1374166738458055 -0.015013873338093659 0.024819244181581226 -0.017298824536726942 0.052196210005390369 -0.017330656530662552 0.013620604968604795 -0.06782811532423029 0.11814086241579302 0.0060888685889571859 -0.016162368538291953 0.050303025831737194 -0.15753241308011776 0.058121480453296293 0.0005899762412859182 -0.013717608273669963 0.0073713302714560613 -0.14398562095183473 -0.019102409424157835 0.03073767459890174 0.043183082236618694 0.016823505213489964 -0.26804099373138512 0.016188405028048868 -0.049379941031648146 0.020242853685928951 -0.05432598352190892 0.046535034073326952 0.05404712099147229 0.046844190527371703 -0.15114554310565512 0.051758153352211761 0.040656501135430456 -0.1210250810020823 0.03208651608779764 -0.1191386646162719 0.035527135149443237 -0.026055925175133762 0.035750845918952417 -0.092942325546570503 -0.06157191043786673 0.010542850264930501 -0.083123523467161065 0.0027384202257777677 -0.093724183080926365 0.093532933865870804
leaf_weight=8.2586346345869988 0.30792234588807232 14.105822039330635 0.91424004591954178 122.3517749652961 6.0636296457323615 0.20827770460164208 0.12624795371812148 2.4894404770157048 2.7819383718342587 8.7661299043384098 1.0125818183878434 42.50047597729349 0.62402842094161259 1.1845201508276657 0.36716612521559033 8.1093174850635688 0.2280417259898968 0.24736986721109122 0.52877858490683172 2.9626234210245457 17.283711674890696 1.7092227913708486 5.2302594630391468 0.42086329767153108 1.0410842576075086 3.3511635992681468 3.8947792008829092 9.1230052434450446 0.083157253349781968 5.0603648806518313 1.1212336574271828 0.42905036938828001 1.5519283711473688 1.5498156286412257 0.86974691066643606 1.1198775318989675 0.45013295578246471 0.25088427900664179 2.5938730240777668 0.40043449009317633 3.5164853220940158 0.11384553434618283 1.5274194769885983 1.055249543173886 0.89661996907671049 0.70217614503417092 0.54447127595994971 1.9290851312052839 0.36536945072293736 13.463782444366187 0.72171347778566941 1.2734808778686781
leaf_count=8121 79 7831 221 83938 3158 31 40 922 1780 8643 149 26019 295 281 117 4344 35 186 36 763 10955 459 1537 83 409 1411 1036 3072 5 2319 754 178 510 318 305 605 66 90 829 112 2586 45 552 478 265 182 119 1317 155 5319 278 404
internal_value=0 0.000495563 -0.000478022 -0.00152096 -0.0065371 0.00205303 0.0202112 0.0262414 -0.0182132 -0.00713023 0.00458317 -0.0121436 -0.01358 -0.00269363 0.0145241 -0.0116428 -0.0479212 -0.0629359 -0.11627 0.0500041 -0.00713099 -0.0195406 -0.00492786 -0.0450927 -0.069345 0.0398841 0.0218735 0.0130863 -0.0710644 -0.0145976 0.00418906 -0.0444442 -0.0395936 0.0226651 0.00185322 0.00972136 -0.00536989 -0.0790399 0.000918886 -0.0245746 0.0159868 0.0322603 0.040247 0.0115519 -0.046622 -0.0318487 -0.00131868 0.0193365 -0.00489168 0.00884311 -0.0502779 0.0623198
internal_weight=0 287.977 274.441 256.617 103.193 40.757 13.5351 6.67292 19.8067 11.5481 3.50202 62.4356 59.9715 34.0841 17.8242 56.7914 3.18015 2.55612 0.75682 3.1709 28.0204 10.7367 6.84383 3.89288 2.18366 3.71833 13.4089 9.51408 0.39108 48.6821 6.1816 1.61357 1.7993 2.46406 153.425 31.0729 9.11664 0.701017 8.41562 3.52729 21.9563 0.983592 4.97603 2.17513 2.5437 2.14327 1.44109 4.88833 2.29445 16.9803 1.7628 2.8009
internal_count=183742 165198 160966 151607 54240 19203 4232 1865 18544 10423 1071 35037 34498 17338 9359 33436 1062 767 71 794 14180 3225 1996 1229 770 1528 4192 3156 84 29092 3073 459 696 539 97367 13429 3485 156 3329 1028 9944 350 2039 1083 678 566 384 2301 1472 7905 687 956
shrinkage=0.1


Tree=61
num_leaves=53
num_cat=0
split_feature=0 1 1 5 6 0 7 4 4 9 7 8 1 1 8 14 14 0 9 1 4 12 9 7 9 5 9 4 12 8 8 10 4 4 5 5 1 10 1 0 12 4 7 4 8 9 12 14 1 10 14 7
split_gain=0.65699 0.535351 0.418649 0.478443 0.416298 0.443231 0.41076 0.374079 0.373496 0.898393 0.619116 0.505937 0.558115 0.73742 0.604245 0.327093 0.316418 0.298513 0.288496 0.327327 0.282914 0.322666 0.290594 0.288641 0.280025 0.278574 0.273325 0.288751 0.267294 0.281503 0.263638 0.341323 0.257267 0.296379 0.419512 0.316567 0.314728 0.251785 0.248658 0.244318 0.233477 0.259089 0.232913 0.228569 0.568667 0.29443 0.225252 0.223886 0.230119 0.223674 0.222287 0.221018
threshold=0.0005117829132359476 0.029713681899011139 0.99614673852920543 -0.25622905524272011 -0.12709446581445732 1.7617821868043396e-05 0.0039693061644310934 1.4479182887617477 1.2433968804803019 -0.0029213706206949151 -0.0072646375725962352 -0.0040583219450724137 0.99458584189414989 0.99754780530929577 -0.0021805288808422279 -0.13121690126977487 0.27539405287287461 0.56361490488052379 0.01943526483621227 0.53165322542190563 0.11713675624418572 -0.97261718774772021 0.014983582465073128 -0.038576890186660516 0.00888702779431178 -0.07052169829133749 0.0013401097520062857 1.4479182887617477 -1.5364443884458299 0.019277913102256902 -0.004881745434926736 0.0013693014477972212 -0.80197321416667189 1.3198216966718455 -0.032753980591227076 -0.046464326421907558 3.5689399737748322e-06 0.0070145516142666254 0.9390503764152528 0.10514871776103975 2.1015161673559364 0.52604143514580148 0.026289638428374281 1.4527206573327875 -0.0081317539594324383 -0.0062272819833337706 2.3286911872327987 -0.12586551053511971 0.96941423416137706 -0.013293493009239982 -0.11136939309353593 -0.0032517346061758023
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 16 7 40 5 -1 25 17 -6 -10 -11 24 14 -14 -13 -5 32 18 19 30 21 22 47 -22 -12 -7 27 -16 29 -20 -3 42 -2 50 35 -35 -37 -36 -23 43 41 -4 -32 44 45 46 -9 48 -21 -42 -34 -47
right_child=1 2 3 15 8 6 -8 39 9 10 11 12 13 -15 26 -17 -18 -19 28 20 23 38 -24 -25 -26 -27 -28 -29 -30 -31 31 -33 33 34 37 36 -38 -39 -40 -41 49 -43 -44 -45 -46 51 -48 -49 -50 -51 -52 -53
leaf_value=0.067114879504617031 0.0081808042322101 -0.0091762327465888006 -0.069428142073435811 0.01517691744207021 0.014759869968098173 -9.7055822723180054e-05 -0.019743070192991777 -0.072559112357045347 0.052684884868127772 -0.17750149074953814 -0.0049831381838888883 -0.13240336899534585 -0.15727131702799907 0.013712133661848367 0.12393444292384326 0.060517114802625338 -0.027000162914931417 -0.03492034257969874 0.018513725442003276 0.058652580303335977 -0.088697527345186628 0.02038325216270542 -0.11894963180097694 0.0033335666784248077 0.096952120789925128 0.043692627286140734 -0.017541045281839168 -0.030680654999123681 0.0085434525278204679 0.10250504399608187 -0.0017752379174538941 0.0093765326962860721 0.010816640945653582 -0.033476812741791873 -0.027749859447603699 -0.051982118847180452 0.053315332583944178 0.010521886674243856 0.059265913443649038 0.018360250665645606 0.084578415101999094 0.042657505981049497 -0.022495184437034195 -0.010228891143311675 -0.013193954257053562 -0.050064865090565958 0.043525419034316337 -0.028065634087292693 -0.063623980612926567 -0.13429663552712201 -0.017778067249687668 -0.15849050804160744
leaf_weight=2.3568720951407185 8.9741380482109872 41.944748331127357 0.34850681005173079 4.0121683899724294 11.526579731935273 2.0871982596927401 2.1324179390385325 0.5223068727646023 1.4529341109446248 0.27636002576764429 0.86391126632042803 0.35449401373625722 0.78328606553259283 0.36432381231497857 0.31901070116327934 2.6375963479836173 9.5525270651710326 2.3076477062113545 1.1033183838590073 0.78721025531558608 0.32820185350101638 6.8490257329174806 0.20964356962940645 23.567301134349691 0.3730387911273283 4.7612632676136846 1.2153895375904538 0.17920914494607132 21.170039703900329 0.616650955780642 52.607888803608034 28.806856988394202 2.9816480715962745 0.63303985348829916 3.8401268127927306 0.3004741792683493 2.8999722590233432 3.0874896210370935 2.1630321258671756 1.9506092564915878 0.042577248445013538 0.45495382358967618 6.0319706040409065 9.8832426375956839 3.4720098679536049 0.30542162974597886 0.2282174970023334 1.2418177787853883 0.17496208380180178 0.29531285630218918 29.608992973188386 0.58425826003076486
leaf_count=249 5611 23811 134 1348 3097 594 517 66 202 26 102 32 63 72 25 1209 8680 2581 458 547 83 4395 86 12741 23 680 125 29 8051 140 31971 17153 2858 558 2632 100 801 1837 1778 859 9 168 2531 3631 491 34 33 848 92 94 39444 43
internal_value=0 -0.0020857 0.000276965 0.0230064 0.0137196 0.0286659 0.0184641 -0.00058101 0.00413144 -0.0156715 -0.0367906 -0.0273929 -0.0482272 -0.103603 -0.0168839 0.0332731 -0.0102792 0.000689837 0.0011311 -0.000331231 0.00819858 0.0211283 -0.0112797 0.0020052 0.0266871 0.0303808 0.00811639 0.0691701 0.011646 0.0493597 -0.00266049 0.000466071 -0.00721859 -0.0104084 0.003976 0.0304424 0.0431993 -0.0107095 0.029813 -0.014809 -0.0364065 -0.0064064 -0.0039127 -0.0191401 -0.0362737 -0.0844707 -0.037072 -0.000177154 0.0356744 -0.103895 -0.0151576 -0.122961
internal_weight=0 276.526 214.647 7.79112 29.0463 11.3378 8.98088 206.856 17.7085 6.18196 4.72902 4.45266 3.21571 1.14761 2.0681 6.64976 61.8784 189.91 187.603 164.713 35.3212 11.4257 2.41363 23.8955 1.23695 6.84846 1.71361 0.49822 22.89 1.71997 129.391 87.4467 52.3259 43.3517 10.7611 3.83349 3.20045 6.92762 9.01206 16.9461 1.14135 0.803461 58.6399 14.9955 5.11221 1.6402 0.750524 2.20399 0.962172 0.33789 32.5906 0.88968
internal_count=183742 177906 115385 2962 5836 2040 1791 112423 3796 699 497 471 346 135 211 2557 62521 107266 104685 96036 20570 7746 1573 12824 125 1274 179 54 8649 598 75466 51655 53841 48230 5928 1459 901 4469 6173 5157 405 302 34502 4298 667 176 99 1487 639 103 42302 77
shrinkage=0.1


Tree=62
num_leaves=53
num_cat=0
split_feature=14 3 6 4 8 13 15 5 3 12 10 16 9 5 15 5 16 4 14 13 5 4 9 8 15 9 14 16 5 3 4 16 8 14 4 15 8 8 12 9 14 4 6 5 5 8 13 13 15 16 16 5
split_gain=0.87981 0.54309 0.439082 0.352179 0.333042 0.332775 0.326623 0.316241 0.291206 0.363357 0.272975 0.272436 0.267031 0.49485 0.586289 0.414463 0.300039 0.263594 0.263328 0.258297 0.254976 0.506692 0.372325 0.315533 0.308251 0.337121 0.276337 0.423569 0.27415 0.45346 0.263148 0.250988 0.265368 0.306052 0.285698 0.249159 0.419004 0.247486 0.242899 0.230482 0.285993 0.229011 0.239716 0.223876 0.2223 0.250898 0.221394 0.348598 0.30461 0.236164 0.215589 0.204822
threshold=-0.041437558520958241 0.061053646728396423 -0.033068598909394738 0.64893314604780827 -0.068794548697675553 0.16849227029584243 0.13926059190957762 -0.23285872990548739 -0.019603070191806179 2.9658835767501333 0.053315806899508177 0.080069146339535227 0.0068705295218836303 0.26696926871995269 -0.097308488372874993 0.29890273004386575 -0.17047029834481878 -1.5845862527367227 0.17757427567018472 -0.71831843217409441 -0.015599098479419383 1.389589453132986 0.0037478183062488808 0.00078462629977896204 0.18318437845410665 -0.011203160273338031 -0.14600002104707235 -0.091755023067767907 0.015578479924231914 -0.34646197524853045 -0.617815414969351 -0.089957858278222488 0.020725705716391089 -0.24377757620970744 -0.81496682595050352 0.02823088459399262 -0.0045259569645825989 0.10828959065094493 -0.37183285227779583 0.010331784362473548 -0.048352749991738851 -1.5495422739697129 -0.34464162448325314 0.15635702990657127 -0.25622905524272011 -0.0081317539594324383 0.027407002219334318 0.067827970683387653 -0.067076376183835065 -0.12734112900027383 0.038969268199510902 -0.038172765401165341
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 18 6 -1 37 -4 44 9 12 -8 46 20 31 15 -15 -17 -10 -3 -19 21 30 28 -24 25 -23 35 -28 29 -22 -6 -14 -33 34 -34 51 -37 -2 -29 -16 -41 -9 -43 -35 -7 -46 -11 -48 -49 -50 -51 -27
right_child=1 2 3 -5 8 7 10 41 17 11 -12 -13 13 14 39 16 -18 19 -20 -21 22 24 23 -25 -26 26 27 38 -30 -31 -32 32 33 43 -36 36 -38 -39 -40 40 -42 42 -44 -45 45 -47 47 48 49 50 -52 -53
leaf_value=-0.028065984115019805 -0.0045325637308516785 -0.017510947511962475 -0.02486101672733038 0.0070513502228258711 -0.022938290667377098 -0.0009331505231590895 -0.0017995734139778065 0.057324439138963547 -0.070683988847024398 -0.0033357955977804422 0.079193410141549431 0.099241741831905567 0.040550369968827639 -0.060169058984044933 0.013689764444994687 -0.077467412545561623 0.093481605238929427 -0.056675797461283539 -0.044281951184881804 0.0022733408976158484 0.13633828837374506 -0.14410706579822946 -0.032976910139107883 0.018020447767901775 0.05542662126491317 -0.06165737328442427 -0.12707169266591439 0.055428518442372149 0.0126080826110248 0.0099637211097114778 0.0081538426954570389 0.022124674803452534 -0.016288686385372064 0.033686564894805614 -0.11727994695357064 -0.128484277629516 0.045887462106227322 0.060667634568289323 -0.044042823971697898 -0.026205436253695452 -0.16267372003845465 -0.028666380033435458 0.01256721968226903 -0.079784843061682015 -0.080642940180059464 -0.0062224011107625725 0.094119905284649807 0.084749199441082529 -0.029085580150922875 0.034308808284251584 -0.052827639905960788 0.051751647265746582
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leaf_count=983 54754 14071 14359 6911 1148 2861 1752 274 289 575 278 101 1912 58 309 32 235 912 5815 27029 204 33 1017 535 67 55 58 51 8976 572 12788 6278 196 397 133 46 46 209 249 985 28 547 14032 45 322 580 205 150 252 807 66 120
internal_value=0 -0.00405162 -0.0140212 -0.00546926 0.00671095 -0.000635224 -0.0170459 0.00750671 0.00737046 0.0102525 0.015995 0.0298716 0.00842104 0.01579 -0.00661906 0.0515884 0.0773852 0.000272722 -0.0266449 0.00117542 0.00450712 -0.0028942 0.0101982 -0.0143964 -0.0326511 -0.0400023 -0.0323744 -0.0525607 0.0146179 0.061866 0.00357232 0.0226603 0.0169277 -0.0104043 -0.044059 0.00120951 -0.0531756 -0.0040757 -0.0298743 -0.019916 -0.0310137 0.0121192 0.0103349 0.0198353 -0.011907 -0.0417794 0.0252513 0.0347779 0.0250227 0.0152489 0.0269156 0.030488
internal_weight=0 159.438 40.6781 24.265 145.03 118.76 12.6044 35.2706 142.344 101.232 2.40751 8.62009 92.6114 32.1075 7.53403 1.3916 1.13502 41.1125 16.4132 40.6131 60.504 26.3039 34.2001 5.20367 4.68299 4.33111 4.05692 2.52767 28.9964 1.16175 21.6209 24.5734 18.6361 2.97456 1.40398 1.52925 0.530143 83.4891 1.95659 6.14243 4.61859 28.5048 27.4433 1.57058 6.76575 1.80443 8.10432 6.07578 5.23948 4.52163 3.58511 0.999108
internal_count=184707 116765 43186 23300 67942 73579 16389 18616 66959 38729 2030 2156 36573 10608 1647 325 267 28230 19886 27941 25965 14661 11304 1552 725 658 625 358 9752 776 13936 8961 7049 771 329 267 92 54963 300 1322 1013 14853 14579 442 3763 902 2055 1480 1275 1125 873 175
shrinkage=0.1


Tree=63
num_leaves=53
num_cat=0
split_feature=1 9 1 0 4 3 9 4 4 1 6 15 5 6 10 1 5 6 4 6 5 5 3 1 15 10 5 6 14 6 10 4 9 8 9 0 10 5 9 14 9 4 5 0 3 15 4 10 5 4 6 6
split_gain=0.940558 0.315529 0.353051 0.309735 0.264536 0.258617 0.259716 0.266048 0.283657 0.307217 0.253472 0.279944 0.257292 0.264055 0.341837 0.241279 0.241155 0.234398 0.229268 0.302499 0.258646 0.449362 0.301067 0.254466 0.242489 0.224966 0.237283 0.223711 0.222732 0.284971 0.371974 0.216274 0.213561 0.205573 0.309323 0.235929 0.218539 0.238012 0.22865 0.332513 0.205218 0.20441 0.738493 0.215277 0.22116 0.217903 0.20193 0.331796 0.20073 0.199556 0.196402 0.19396
threshold=0.11138183623552324 0.00051414952530983598 0.0010789097868837418 0.003475445089861751 1.2433968804803019 -0.020675516454502937 0.061260669380145953 -1.2600764926047747 1.2109382820598991 0.98608100414276134 0.25103207554053558 0.17395013812608054 -0.44033674657364152 0.015912054070704802 0.10133992484114331 0.32065178453922277 -0.52681771535252619 -0.42708337571910193 -1.0570658838716895 -0.0046466416816979524 0.2110334214113386 0.26696926871995269 -0.15650940715568137 0.03800537250936032 0.44171063770493518 0.0068534968567764074 0.26696926871995269 -0.060239348575639604 -0.29596184199184122 0.24002593909642053 -0.0086336307560803838 -0.80197321416667189 -0.07101394817628949 0.00035634787766071111 -0.0046755392444976411 0.00030238796898629522 -0.054404165930187855 -0.23961630597903402 0.01943526483621227 -0.033601273946320585 0.061260669380145953 1.4110257689297534 0.26696926871995269 0.31511521339416509 0.13112190086394551 -0.076128695899929461 1.2433968804803019 -0.0037177535368317668 -0.55453899867908907 0.45071417196966507 0.085287896148225281 0.26066202452910742
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 46 17 33 7 -7 9 16 12 51 48 14 18 -8 31 -1 19 20 27 23 -23 -22 -24 26 -6 -14 -10 30 -30 -9 50 36 35 -35 37 -2 -38 -40 -16 49 43 44 -43 -45 -3 -48 -5 -20 -4 -12
right_child=5 3 32 10 25 6 15 8 28 -11 11 -13 13 -15 40 -17 -18 -19 41 -21 21 22 24 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 34 -36 -37 38 -39 39 -41 -42 42 -44 45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.14024426787897976 -0.055199119020518099 0.024397921682467596 -0.0015571015612002776 -0.026444441794761676 0.0081545856736903646 -0.050747558730348058 0.0045634379691651432 0.030736186669225358 0.018317972578684692 0.051865680658555881 0.020053103197479119 0.050673921758599728 -0.029843661725798911 -0.015194576276222541 0.010589029231358484 -0.12169760706584892 0.0055489885197665045 -0.05055303932669919 -0.0062165965587994993 0.085369077969268348 0.12193106794115041 0.052793557353839907 -0.0028904059909272226 0.038046149278069465 -0.13731461247456911 0.0048733629185875333 -0.055494018301702031 0.039866313111721251 -0.055001177069977751 -0.12207139866130262 0.0033315382790380099 -0.088925606974760332 -0.0050956943480302422 -0.05468020341917184 0.020455907483406754 0.0036215595812398626 0.0053216923416213417 0.01416295197381782 0.03216720836666765 -0.028617524627459725 -0.14230470379890733 0.03333794679098602 -0.04131840025873626 0.067246793089457246 0.097182659045903619 -0.026421875301022458 0.052272807974280404 -0.15984513613573181 0.045449680873578667 -0.038025461159861093 -0.05466457981026869 -0.0084528826453866886
leaf_weight=0.049047817412429473 1.1608331296229155 6.4097950673785808 1.1808564500497589 0.48957133607473258 0.86481611966883098 0.9673530066247612 0.27151176450206449 0.2050667894363869 1.3436887717634816 1.3922464804659274 4.6887746271422639 1.5949796662903271 2.4249475509495828 19.069418951106968 0.12656652118312095 0.3209219507407397 24.711968011405023 3.7029300158260394 18.261219051913955 0.51743089817318022 0.45898452111577936 1.0116009215562352 4.8175552889169939 1.6324217794390277 0.12047636436182063 3.1250529324061063 1.7711787139705846 0.55122314029722375 1.8667069541334051 0.28244315982738033 2.5992313175129307 0.48692321749695366 65.780909340442292 0.75305360204583749 27.633336559720192 6.9718993738391646 67.185880866512775 0.84247561801384918 6.4482520741639746 1.0314874451851199 0.25283860525087221 2.0020427972121979 1.7884878000695605 0.32947549579694169 0.74543741979141476 0.85560426443407755 0.12649628907820443 0.13950405710784242 1.6940424453532603 2.1952682125647689 1.6833439907422869 4.828527005861929
leaf_count=9 323 2276 611 212 701 354 99 94 415 1224 1589 670 984 18059 35 120 16776 6018 19159 160 141 237 1986 395 27 1450 797 235 566 64 1243 174 48145 143 11090 3787 28243 297 1892 400 45 1098 978 147 337 414 25 46 942 4887 1110 3478
internal_value=0 -0.00429317 -0.00877036 0.000244506 -0.0268076 0.0068767 -0.000700592 0.000464409 0.00199705 0.00642675 -0.00170802 0.0121411 -0.0043041 -0.00559444 -0.000783628 -0.0653697 0.00390233 -0.0474159 0.000188022 0.0119236 0.00834352 0.0176564 0.00358628 0.0573194 -0.00664593 -0.0132826 -0.0346966 -0.0167741 -0.0174495 -0.0276012 -0.021171 -0.0535818 -0.00626448 0.00920644 0.0155134 -0.00217323 0.00629492 -0.0261601 0.00717166 0.0237373 -0.0930918 -0.00498756 0.0116974 0.0358852 0.0511683 0.000222684 0.0208019 -0.0619878 0.0292483 -0.00965988 -0.0329125 0.00560191
internal_weight=0 155.291 78.1581 77.1327 9.51303 146.475 34.4481 33.8556 32.8883 26.7962 70.4569 11.1123 59.3446 57.161 38.0916 0.592434 25.404 3.75198 37.7122 11.5346 11.0172 8.04104 5.94963 2.09141 4.93803 5.76105 2.63599 2.97617 6.09207 4.74838 4.46594 0.69199 68.6451 112.027 35.3583 7.72495 76.6689 2.00331 74.6656 7.47974 0.379405 26.1775 5.72105 3.93256 2.74748 1.18508 6.6758 0.266 2.18361 20.4565 2.8642 9.5173
internal_count=184707 117403 58841 58562 8975 67304 21129 20910 20556 18268 56215 5737 50478 49324 31265 219 17044 6027 31185 4165 4005 2786 2250 536 2013 2948 1498 1219 2288 1873 1809 268 49866 46175 15020 3930 31155 620 30535 2292 80 27020 2974 1996 1435 561 2347 71 1154 24046 1721 5067
shrinkage=0.1


Tree=64
num_leaves=53
num_cat=0
split_feature=0 9 3 13 3 10 4 9 10 15 9 9 6 16 12 3 10 11 6 6 15 16 15 15 11 15 6 14 13 4 9 4 4 6 10 12 13 15 9 11 4 14 13 11 12 10 16 3 15 16 0 10
split_gain=1.16289 0.376902 0.351809 0.287554 0.286226 0.338364 0.491526 0.350202 0.47365 0.378928 0.338119 0.33692 0.303274 0.26537 0.340595 0.28606 0.305222 0.269285 0.250968 0.349468 0.248677 0.279442 0.289181 0.27497 0.467835 0.257079 0.242192 0.23044 0.229007 0.322111 0.224074 0.221249 0.245515 0.223442 0.220266 0.244341 0.223577 0.220072 0.217078 0.216051 0.222309 0.311634 0.240952 0.222936 0.221594 0.216001 0.235638 0.213928 0.210323 0.208956 0.206747 0.204408
threshold=0.009216655511409046 0.12379578391586597 0.24119252717355269 0.1621038059847921 1.0000000180025095e-35 -0.0065677570787032015 0.39787414453751158 -0.0045568042857920795 -0.0071979604815338759 -0.025649345667709739 -0.0090681855396826348 0.0017320313940030125 0.25850380743316242 0.010320136744808004 3.5344059213226231 -0.70507352514323418 -0.031455473855395953 -0.020965863514689362 -0.20661264051325615 0.25957918039168121 0.089409547908938125 -0.052579787055598161 -0.0095936660552081564 -0.028792539714761891 -0.0085897529840432262 0.043933235796184779 0.18964416986387303 -0.06463582260542404 0.15890198300807123 -0.1248900057996707 -0.019826543834027276 -1.0063680548107319 -1.2902738006549883 0.26240506966743177 0.012524144843720631 -1.2592632145957445 0.10311282800790417 0.092956241867252057 0.011782176329114718 0.02501341562355543 -1.3049660749646703 -0.071074663865266494 0.1621038059847921 -0.012863659309514473 -1.2781698347485455 -0.07650782276292821 -0.12459654615159099 -0.70507352514323418 0.22461998294539556 -0.12734112900027383 4.8201127356151126e-05 0.061534037447262428
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 5 6 10 9 20 -8 49 -10 50 14 28 -15 -17 38 -5 -20 21 22 23 -9 -25 47 -4 -27 -2 -30 -18 32 -21 -33 -32 51 37 -37 -16 40 41 43 -42 -7 -41 46 -14 -23 -28 -1 -12 -36
right_child=2 -3 26 18 -6 39 7 8 11 -11 12 -13 45 15 17 16 30 -19 19 31 -22 25 -24 24 -26 27 48 -29 29 -31 34 33 -34 -35 35 36 -38 -39 -40 44 42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.07661751815492919 -0.0088464843857390587 0.055886932328252516 -0.023624324944593839 -0.01155991573981812 -0.032806932480006788 -0.15270846804485189 0.056184776515150782 -0.0069481865674819237 -0.027964452968293113 -0.0089388829080740209 0.06652960944933789 -0.15039895170966386 0.054450031781612819 0.066500765296801698 0.14548680733437802 -0.032653999507191001 -0.022532664938338425 0.0093962661196084814 0.011403515815914008 0.058127129286796919 0.01760068934607275 0.032024262054882124 0.024668329242251832 -0.026442101066087582 -0.2181703685472503 -0.10844100043218591 -0.0047558304061636799 0.040415999543680046 0.035908648517435367 -0.10926095594344849 -0.00029160251984081673 -0.02957415643791414 -0.083467234820307032 0.010457718090748747 0.036510190022566884 -0.0086542287924475068 0.045795095350304876 0.034240143316865111 0.0083134826060087905 -0.094692649040823973 0.020775918385123146 0.076707950719880472 0.005495777009750312 0.015351048816373312 0.0015732771431355302 0.0026310231923926206 -0.11687636231463774 -0.039800424490129126 0.06877090772806764 -0.0044789196937217064 0.02283705751067695 0.1378359559671396
leaf_weight=0.45703757598312256 79.360140104259528 1.7613739475291357 13.86814104893506 8.3831056866247291 1.5631402571370916 0.079912225512089208 1.3722346843460402 1.6167716742311311 0.46163554701706644 2.4908279571445737 1.2122282609452657 0.43957031919671863 0.093751169624738395 0.6237226684424958 0.31083872925955791 2.8280767130745508 3.8477443677943475 1.1413019648716716 34.662867641668413 0.13370142574422061 1.9460798942218387 0.49058177706137795 1.8663815283016418 0.42138940700533567 0.16852541155458345 0.76171813388100418 5.7687218437039851 0.11072920824517485 0.20914616448226298 0.48627101529382244 51.144061681537835 2.4056475095567285 0.72262479315395456 3.2686281646784323 1.2824387354930875 5.0126784521416976 1.3653409150938385 1.5516596855086389 0.18127800349611789 0.32673032479215181 27.946869801024832 1.2811821159411909 16.381576158777762 0.40155042214610137 0.78076383604456967 1.5377269621637886 0.31999792507849623 2.3120985155183038 0.39948893946711894 2.6241121574275903 9.5794036253018913 0.22416918676753983
leaf_count=150 58009 321 20058 4071 1047 19 375 351 112 777 248 76 22 305 53 1230 2235 572 20774 56 430 102 386 69 28 136 3546 36 94 157 35662 509 298 1783 727 3735 760 947 39 71 9446 353 6407 124 231 432 78 595 221 1077 4027 59
internal_value=0 0.0103582 -0.00367505 -0.00240352 0.00933146 0.0101888 0.00193691 -0.0113842 -0.0207728 0.0143442 0.0141074 -0.0894194 0.0212908 -0.00459113 -0.00843016 2.98778e-05 -0.000603794 0.0365384 0.00419564 0.00740555 -0.0142408 -0.0222601 -0.00417902 -0.0285798 -0.085947 -0.0421835 -0.0162999 -0.0891229 -0.00935551 -0.0657926 0.000811584 -0.0137883 -0.0606344 -0.00655302 0.0023004 0.0163233 0.00925224 0.00154945 0.0969884 0.0154806 0.0165323 0.0512126 0.0151336 -0.0169437 -0.0278636 -0.014881 -0.0774181 -0.0271069 0.000188254 -0.0155538 0.0278454 0.0530036
internal_weight=0 80.8059 219.182 199.145 79.0445 77.4814 30.2828 14.4585 10.5955 3.86306 15.8243 0.901206 12.7431 149.569 81.689 67.8799 67.2562 1.63342 49.5766 41.1935 9.69428 7.7482 4.07307 2.20669 0.589915 3.67513 20.0364 0.872447 80.0556 0.695417 64.4281 6.5306 0.856326 5.67428 60.5803 9.43629 7.92968 6.56434 0.492117 47.1986 46.0911 1.76264 44.3284 0.481463 1.10749 1.95148 0.413749 2.80268 6.16821 3.08115 10.7916 1.50661
internal_count=183426 27526 155900 132075 27205 26158 9507 3473 2321 1152 6034 188 4807 104584 58924 45660 45355 664 27491 23420 2133 1703 834 448 97 869 23825 172 58260 251 44125 2646 354 2292 41890 6228 5442 4682 92 16651 16349 496 15853 143 302 532 100 697 3767 1227 4275 786
shrinkage=0.1


Tree=65
num_leaves=53
num_cat=0
split_feature=0 8 3 7 6 14 13 6 6 11 3 10 7 3 13 10 13 6 11 10 13 7 10 14 6 11 11 6 16 14 10 9 9 3 7 3 12 11 6 6 7 3 16 0 8 6 11 14 10 11 8 10
split_gain=0.978597 0.35236 0.331201 0.303195 0.340623 0.288137 0.287548 0.340502 0.34591 0.263537 0.246249 0.244487 0.268584 0.243601 0.229473 0.227794 0.224977 0.505282 0.297031 0.217783 0.221071 0.270976 0.215768 0.213679 0.222722 0.27331 0.211278 0.416238 0.214711 0.208541 0.202352 0.262275 0.247291 0.256846 0.232704 0.222058 0.220083 0.218959 0.285402 0.201038 0.202287 0.223968 0.198826 0.274947 0.240651 0.210688 0.196487 0.195943 0.193215 0.228656 0.196063 0.185711
threshold=0.007556410040706397 0.059352207988212204 0.24119252717355269 0.011999883237745205 -0.035625264764270699 0.24312834730552113 0.10076064938257191 0.26066066525847503 -0.20661264051325615 -0.054553242467732965 -0.39293989690850134 -0.0084372263758864426 0.0042242836707250637 1.0000000180025095e-35 0.1933462695617062 0.027656632175730989 -0.2593502261690151 0.08221742279398013 -0.025021556018590976 -0.00099529197627628327 0.14431931364380784 -0.11180026476470913 0.0099291639868985416 -0.30652821304419348 0.24612616567048898 -0.0081564700929311288 -0.028957116862158409 -0.060239348575639604 -0.06328026746342473 0.22900252496440007 0.010715528420002427 -0.0011919450268821001 0.039047201959338994 -0.014656053506769238 0.011999883237745205 -0.16214172984473404 4.0523634252254679 0.0036062178521971298 0.19965589716606749 -0.39766649801623094 0.016153002083838828 -0.84922737015995142 0.021803205321985052 1.7617821868043396e-05 0.0088963290039037555 -0.095705553079497283 -0.0038675606879375163 -0.074274392835619776 -0.004261891073771759 -0.0039767006739744376 0.018598693995748653 0.0024621370637325792
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 9 16 10 8 11 -1 -2 12 -8 42 -14 39 17 18 -6 47 21 -21 -22 -19 -25 -26 27 -12 -28 -3 34 -32 -33 -34 35 37 48 51 -39 -5 -41 -42 43 -11 45 -44 -16 -4 49 -37 -50 -10
right_child=2 29 19 15 5 -7 7 -9 30 13 26 -13 14 -15 46 -17 -18 23 -20 20 22 -23 -24 24 25 -27 28 -29 -30 -31 31 32 33 -35 -36 36 -38 38 -40 40 41 -43 44 -45 -46 -47 -48 -49 50 -51 -52 -53
leaf_value=-0.039069327892972627 0.013615881267755391 0.064050530472268205 0.00053224204697795618 -0.10641494692533578 0.079443999667727971 -0.0852740434637346 -0.0046886854035515443 -0.014688160844843055 -0.0078179336611857442 0.067122758874431809 -0.031127351133042561 -0.0032522138766362357 -0.13089315203748147 -0.048416309612498792 0.046711194252666705 0.042455961567611333 0.009268497007744899 0.041732546028209125 -0.10976074410408572 0.10496398594020502 -0.0050239463011199983 -0.0046582616005866424 -0.065370946914826963 0.027285536546054812 -0.13073102569156481 -0.010565178256203298 -0.014552143914764221 0.029519403137017022 -0.004115974196339192 -0.042727236464326607 0.0073301606644957567 0.048131716539511468 0.032159322303117806 -0.096205931927525828 -0.0060362407545844548 0.012700244749073667 0.1043069275857004 -0.093713004935431221 0.086446188159379669 -0.03114572840758352 0.051129528139024077 -0.0047628416347824205 -0.001768096616720778 0.02572165947581144 0.0629405243424071 0.050763340998998312 -0.082028909136920791 -0.041472339708765099 0.0063865566388221426 0.04721920731387208 0.084706852849396289 0.035577859635765631
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leaf_count=97 3585 343 1526 58 16 144 417 3815 3069 217 467 5257 83 338 64 305 8606 199 274 139 1235 14261 1278 177 60 101 19637 1926 68269 44 3208 2394 126 74 5631 2533 66 205 24 1147 356 3085 2190 5923 286 685 82 5386 11016 1997 164 841
internal_value=0 0.0105106 -0.00275915 0.00938538 0.0122963 0.00579814 -0.00155295 0.00344167 0.00599527 0.0210311 -0.00438994 -0.00937278 -0.042865 0.0227332 -0.0811293 -0.00504419 0.00671313 -0.0190466 -0.0883606 -0.0150879 -0.00821176 -0.00248036 -0.035974 0.00454269 -0.0200614 -0.0530973 -0.00544614 0.0132731 -0.00636868 0.0529025 0.00948601 0.0220155 0.0392997 -0.0192376 0.0064078 0.0108375 0.0153538 -0.00495052 -0.0630994 -0.00898757 -0.00713468 0.000509125 0.0240958 0.0302225 0.0107893 0.004813 -0.0294932 -0.0310779 0.0143194 0.027088 0.00798813 0.000476886
internal_weight=0 74.0324 222.726 72.139 60.0312 34.4394 202.895 73.4973 64.4335 25.5918 129.398 11.9211 1.8256 24.8976 0.901864 12.1078 34.1129 3.06837 0.766827 19.8307 13.8859 11.5257 2.36026 2.30154 1.39003 0.817493 122.24 5.73031 116.51 1.89339 52.5124 10.3354 4.73405 0.617912 42.1771 31.1065 24.1878 6.91865 0.574674 11.1929 11.0025 8.35877 24.4412 16.7203 7.72086 6.9443 0.456359 5.94474 23.93 7.91326 16.0168 6.34398
internal_count=183426 24651 158775 24264 19313 9577 134950 41066 37251 9736 93884 5903 646 9639 229 4951 9433 827 290 23825 16913 14400 2513 537 338 161 90299 2393 87906 387 31348 5802 2594 200 25546 19915 15776 4139 229 4646 4588 3441 9301 6140 3161 2875 146 6912 15710 4530 11180 3910
shrinkage=0.1


Tree=66
num_leaves=53
num_cat=0
split_feature=1 2 4 8 2 14 4 4 1 10 8 7 1 4 2 6 3 9 4 1 13 8 6 6 3 9 14 6 10 2 9 2 1 1 14 8 9 2 3 1 13 8 8 3 3 6 7 10 2 2 10 8
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threshold=0.046493941918015487 1.7722447410051249e-05 0.62121588749401679 0.059352207988212204 0.00080267692101188015 0.40304922938243487 1.2433968804803019 1.4795058632040154 0.0040734414942562589 0.0032090119308487383 0.068842532809012383 0.051324470486606787 0.93039646744728099 -0.24186147991765022 0.30132879316806799 0.49129373034163532 -0.53267566912109021 -0.07101394817628949 1.4478914075060272 0.79709699749946605 0.43926236153636034 -0.052329128654719108 -0.24580405555463994 -0.26558134748287637 -0.55684584379196156 0.0042720408204762568 -0.29596184199184122 -0.20257734428806673 -0.00099529197627628327 0.00032148415630217647 -0.011203160273338031 0.00012960931053385141 0.082829251885414137 0.79709699749946605 -0.08667952396074019 -0.0029851490670517 -0.015199069919064901 0.0034361842554062609 -0.61037512449547637 0.41034030914306646 -0.061767122504056991 0.0025584467267829336 0.018598693995748653 1.0000000180025095e-35 -0.73943286683061149 0.26066066525847503 0.0084007013024776141 0.015883794638723834 0.032387331128120429 0.03994440287351609 0.033470583842538183 -0.0055126976927309017
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 8 -8 40 10 11 14 13 15 18 16 -11 -18 19 -3 21 -21 23 -23 30 26 32 -27 43 -30 -20 34 -26 -33 51 44 -37 38 -38 -4 -6 -15 -43 -29 -24 46 -46 -19 50 -50 -49 -32
right_child=1 9 39 -5 5 -7 7 -9 -10 12 -12 -13 -14 41 -16 -17 17 47 24 20 -22 22 35 -25 25 27 -28 28 29 -31 31 33 -34 -35 -36 36 37 -39 -40 -41 -42 42 -44 -45 45 -47 -48 48 49 -51 -52 -53
leaf_value=0.033314041159339933 0.061836292512886908 0.00032782604165542756 0.075724040003190746 0.022169281741729975 -0.013922058210316252 -0.032888637234573692 0.020037498426787051 -0.0158534675723528 -0.007813332256855066 0.050723079332128211 0.035505728868031945 -0.023197283302461853 0.030167596269044028 -0.012026349627368361 -0.025035716715740255 -0.067315313937681795 -0.051706008307696852 0.0043255692804045507 -0.12775763281245286 -0.08720708820522223 0.056088884036194914 0.065700381194671448 -0.028499433745867605 -0.036510708788849162 -0.10290736030881165 0.021614197871580487 -0.0036154178137353075 -0.032807878974131802 -0.18956577843722258 -0.0086948741404814598 -0.023107294844450111 -0.08696370084584687 0.047410460144140708 0.011220777191701226 -0.0020141660731143977 0.10840834813142171 0.069932130915333443 0.00015805216327099386 0.023310287494260701 0.0095541933908146349 -0.041106731394856127 0.027251441335705291 -0.03868433307416886 0.044637041783940595 0.032047342440532235 -0.0088969563915328419 -0.034312764622790363 0.021112374782710115 -0.049253309770185355 0.020914824208820793 0.075274057481863388 -0.11826404570205247
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leaf_count=705 199 50043 79 1642 12376 3691 3479 4269 45179 641 627 2081 2312 7914 4202 146 286 8081 35 74 1096 381 702 447 8 272 2854 638 29 60 72 53 632 449 80 203 926 1922 2506 1921 7427 2332 501 120 4600 703 523 739 255 2748 410 73
internal_value=0 0.00328637 0.0149443 -0.0081469 -0.00916057 -0.00990119 -0.00859766 0.00459805 -0.0113402 0.00219532 0.000223361 -0.000347465 0.0079315 0.00538451 0.000543852 0.0112573 0.0123827 0.00980388 0.00131396 0.00305388 0.014352 0.0110844 0.0124747 -0.0206189 -0.00832167 -0.00302692 0.00608381 -0.0223073 -0.0356776 -0.13126 -0.0301964 -0.0228778 0.0406844 -0.000666287 -0.0556519 0.0169722 0.0295163 0.0256616 0.0377295 0.0115524 -0.026731 -0.00558886 0.0152189 -0.024714 0.00711835 0.0129026 0.0239509 0.0112068 0.0223691 0.012347 0.0456018 -0.0839645
internal_weight=0 211.197 18.0548 83.24 80.5587 79.1913 74.9646 12.8972 62.0673 193.142 143.744 141.473 49.3977 44.3407 136.178 28.8826 28.4894 26.7147 132.214 112.002 21.7566 20.1976 19.931 2.37707 20.2123 16.2895 11.0704 5.21912 4.00366 0.392109 3.92282 3.66929 2.41149 2.19777 1.47152 17.554 7.70735 7.37055 4.99741 16.8574 11.5497 15.458 3.64674 3.61155 9.84662 8.4806 5.62703 26.133 9.95117 6.97098 2.98018 0.956618
internal_count=183743 104975 2199 78768 77126 76421 72730 7748 64982 102776 76411 75784 26365 24053 73703 13306 13160 12519 69501 64126 14083 12987 12913 828 5375 4613 3494 1119 847 89 762 727 640 502 225 12085 5557 5354 3432 2000 19803 10747 2833 758 6528 5826 5123 12233 4152 3003 1149 145
shrinkage=0.1


Tree=67
num_leaves=53
num_cat=0
split_feature=1 15 2 7 4 16 4 2 10 4 16 7 7 4 4 4 1 13 5 10 3 16 4 15 16 8 13 5 16 4 5 2 1 12 12 8 2 1 1 10 15 10 15 13 4 8 1 2 15 4 12 15
split_gain=0.698483 0.383589 0.257956 0.240452 0.240033 0.588084 0.337453 0.290487 0.303398 0.214931 0.214523 0.446072 0.332659 0.24855 0.214341 0.469778 0.37756 0.218369 0.281567 0.211919 0.208352 0.250962 0.205804 0.203917 0.255993 0.214081 0.284733 0.297158 0.23136 0.204735 0.200306 0.263468 0.324495 0.233807 0.309723 0.232849 0.222924 0.472627 0.21705 0.219747 0.213991 0.446977 0.210814 0.211043 0.193786 0.222201 0.192273 0.328978 0.3024 0.326378 0.349097 0.318977
threshold=0.046493941918015487 0.3199290715270538 0.06154997646808625 0.011417223372818383 1.4400084191572693 0.0023415252693976506 1.4527206573327875 0.00041052444430533802 0.0092468884266356504 -0.37052565635719403 -0.023467445220127513 0.006789720827076534 -0.0020626659228507654 1.4479182887617477 1.2433968804803019 1.4795058632040154 0.0040734414942562589 -0.091949746852141134 -0.47843639149085387 0.0031070485874628248 -0.12286889879032968 -0.15153891419461438 -0.84065628849051055 0.24979138271807783 -0.13670324694228503 -0.001326093983090489 0.38616583919839681 -0.23961630597903402 0.20828284629646635 0.28551072537646521 -0.024515261287403559 3.6640558391809468e-06 0.69555822014808666 -0.29535478723809416 -0.21879887253851757 0.0060634205831315629 0.00018489115609554577 0.97700297832489025 0.99364647269248974 -0.0015373188593699211 0.094860002779119448 -0.013677048890830693 -0.13199603316471295 0.19745600398399174 -1.6386310259823844 0.068842532809012383 0.81446409225463878 0.0010845117503777149 -0.16782656014330338 0.11713675624418572 2.4345300228742013 0.010431915135937152
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 7 6 10 8 9 -2 30 12 13 -12 16 19 17 18 -1 -16 21 -4 -3 25 -25 26 28 -28 -9 -29 31 -6 -33 -34 -35 36 40 -38 -36 -40 42 -42 -32 -44 -27 -46 47 -5 -48 -50 -51 -52
right_child=2 22 20 46 5 -7 -8 23 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 44 27 29 -30 -31 35 32 33 34 38 -37 37 -39 39 -41 41 -43 43 -45 45 -47 48 -49 49 50 51 -53
leaf_value=0.087383640804584314 0.095660689411487962 0.054744205263718954 0.053900191246169342 -0.048089486398139529 0.055261294275626739 0.021230471471072015 0.0050902157151965959 -0.00092168502659293781 0.076104051099328218 0.016490747047603657 -0.048996755661953648 0.064482485196657599 -0.079825351021488355 0.079370016142033067 0.038562603180092685 -0.01764039144092407 -0.0076238783013526648 -0.038888891394910828 -0.017333766772571108 0.0055653801444244056 -0.0062721834079582641 0.0041210647082299363 -0.0026755555019493059 0.041166869828175814 -0.028639290599763952 -0.090305143401618174 -0.018723499762220923 0.060509012169047784 0.047199908677750861 0.0074729721393471532 -0.059210442452939438 0.025408269569242539 0.023257323546139456 -0.16355909434886098 -0.064376855447610473 -0.090196801557471826 0.026538465771779429 -0.077860182390962027 -0.030054624104257351 0.11126831833744551 0.049691160200883315 -0.15144909009536336 0.018251676150878325 0.078859991247654096 0.014056091368459792 0.068499369201099461 0.077655492222361913 -0.002975467072315283 0.049602874964093761 -0.018514033758455169 0.075911949563175318 -0.013623960884658479
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internal_value=0 -0.00768379 0.00318032 0.00519129 0.00735298 -0.000243244 -0.00908597 0.00997112 0.0209875 0.0180519 -0.0199316 -0.0445706 -0.059197 0.00676184 -0.00890118 0.00176135 -0.0114151 -0.0268224 -0.0125942 0.0176007 -0.00294372 0.00913844 0.0304681 0.00703067 -0.0162601 0.0082646 0.00348579 0.0277753 0.000495973 0.0425766 -0.0128951 -0.0295626 -0.0369717 -0.0505179 -0.0605074 -0.000497445 0.00414364 -0.0254944 -0.0491594 0.00722923 0.0182303 -0.0482642 0.027034 0.0345313 0.0149221 0.0155685 -0.00186278 -0.0056503 0.0118498 0.00609921 -0.0040442 0.0359801
internal_weight=0 82.4689 209.42 157.654 120.673 30.9349 21.9189 89.7382 18.8834 17.9507 12.4142 2.7369 2.42032 0.579431 79.9319 15.2513 64.6806 12.7518 5.86825 8.39739 51.7668 11.1742 2.53704 70.8548 3.55419 67.3006 39.1937 4.27965 34.9141 3.24743 9.67728 4.11742 3.7958 3.12132 2.75187 5.55986 5.3023 1.70364 2.50231 0.533744 3.59866 0.411526 3.18713 2.94194 28.1068 27.9501 36.9805 28.985 7.99553 7.37065 5.98998 1.58357
internal_count=183743 78768 104975 69984 53478 6505 4677 46973 6893 6665 1444 270 247 62 77293 8867 68426 21671 12013 3874 34991 5327 1475 40080 1373 38707 22604 2925 19679 2270 1174 527 481 377 320 647 624 288 302 67 336 37 299 266 16103 16047 16506 13268 3238 3017 1818 402
shrinkage=0.1


Tree=68
num_leaves=53
num_cat=0
split_feature=2 4 5 10 12 12 16 14 10 10 14 14 5 2 14 11 1 1 11 16 16 1 1 16 3 16 4 4 12 11 5 4 1 4 3 11 8 6 4 4 12 10 1 2 3 5 14 2 1 3 4 12
split_gain=0.590451 0.280348 0.6837 0.436892 0.367276 0.6537 0.440027 0.351463 0.366916 0.323482 0.385847 0.325936 0.382211 0.352909 0.294044 0.288622 0.287028 0.518111 0.336243 0.305639 0.278512 0.288388 0.268103 0.283935 0.33664 0.284749 0.606405 0.276904 0.260772 0.256071 0.425331 0.320634 0.421899 0.261069 0.297576 0.260025 0.254397 0.239453 0.234557 0.257274 0.234364 0.233025 0.226041 0.222564 0.217974 0.21571 0.211256 0.20529 0.204292 0.463244 0.28602 0.239038
threshold=0.013848508242517711 1.4478914075060272 -0.032753980591227076 0.029285092003746436 -0.37183285227779583 -0.17178249906402168 0.078542693486462131 -0.70926487169783614 -0.0037177535368317668 -0.054404165930187855 -0.70926487169783614 -0.29596184199184122 -0.21804567396468535 0.0050242089200764903 0.15535194448047798 0.0032284959296941945 0.064226418733596816 0.69555822014808666 0.0016317208598280706 0.041067880776145989 -0.0030875598022370881 0.99364647269248974 8.6760078374936728e-06 0.077101776916565626 0.063030784251168384 -0.17618402194316229 -1.0987164179996876 -1.3049660749646703 0.49231220216290456 -0.0014350876625840606 -0.015599098479419383 -1.3049660749646703 0.098749004304409041 -1.3295883461446245 -0.02394465776160359 -0.064698922215818314 0.0060634205831315629 -0.24275684003263251 1.4527206573327875 -0.93663335536500336 3.5344059213226231 -0.0080444530046168364 0.98608100414276134 0.029460109770298008 -0.84922737015995142 0.41636819434267275 -0.20146489288841093 0.027337186969816688 0.022712663747370247 -0.77529835968743999 0.35874075095985236 -0.64759825441904562
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 7 42 -6 16 8 -4 11 -11 -1 13 -13 -12 -15 -7 -18 19 20 21 -19 -2 25 -25 26 -24 -26 -23 30 38 32 35 34 -31 -32 40 -16 39 -27 41 -9 -3 -33 -43 -45 -35 -36 49 -48 51 -51
right_child=22 2 3 -5 5 6 -8 36 -10 10 14 12 -14 15 37 -17 17 18 -20 -21 -22 28 23 24 27 29 -28 -29 -30 33 31 43 -34 46 47 -37 -38 -39 -40 -41 -42 44 -44 45 -46 -47 48 -49 -50 50 -52 -53
leaf_value=0.020817220441872675 -0.032415575280450158 -0.0094677980484693218 0.10273632857936095 -0.1726556103345096 -0.12998010878943933 -0.11652605959124121 0.059643870202464526 -0.015164261049051501 -0.040305018738114984 -0.056650455288347015 0.011844109424754565 -0.14743449769472652 0.01135649599676939 0.077320496106230305 -0.091318643172536851 -0.075612726124702656 0.039832436010010443 -0.050976741757376931 -0.10459057789796813 -0.10038704575865001 0.035306122142779332 -0.094516369868736128 0.042323291749631557 0.0084435201765321356 -0.062533239055846165 0.016029605266971874 -0.010100132956688133 -0.006884384791337711 0.038813449627407258 0.03473591800230854 -0.13242235901078878 0.0024550352641911589 -0.11711330181499519 -0.030688083132174068 -0.078520889073131372 -0.026959203286621155 0.037231469877885642 -0.0073554079902764429 0.079497942106308755 -0.010147815257428458 0.025194488957486241 0.054871902726951263 0.08618655569900785 -0.017897410066506442 0.0025971899184211535 -0.055807619893356898 -0.18070547495590761 0.0017700540707409227 -0.0010735367305650318 -0.0070724501961112081 -0.0014794682787984462 -0.039412889666757614
leaf_weight=0.94632769118106841 3.3455787613047496 0.59045978511858255 0.68640183479874395 0.1192348102631503 0.63343597218045022 0.36573268950450977 0.54839294742851041 8.6903998000452791 0.22984641155926766 0.84272043062173807 65.213784674912631 0.50104623900551815 0.60221665274002467 0.15768432350887451 0.44657503509370133 0.40798247976636048 0.96188570007507213 2.3416737169609401 0.67449339237646189 0.51955925306538109 0.73165682953549627 0.16272300708806131 3.665044547821708 31.681253314353739 0.96530506711860553 4.8548865829907362 5.4921392891073975 9.9858769133360834 0.77482434622652363 3.5519161365591572 0.23134855589887582 4.8658103655525364 0.67024181309898256 3.2121532076138228 0.33748989328887491 4.3357083596856709 2.1343390300680758 1.2796274516967958 0.32305774588166869 16.352250189632741 3.4844755387275645 0.84508370411641287 0.40341810563404579 13.828140627884748 10.615479401800251 1.6732910521977817 0.14525793197390413 3.0793991316932079 50.867152484940789 4.2051086367396833 12.463983849766008 5.0131061353235387
leaf_count=259 1416 115 81 10 65 33 83 2093 36 345 36165 126 226 43 151 138 173 331 64 50 125 21 1379 17599 624 2111 4555 10363 135 995 47 2545 167 1730 118 1872 329 820 114 14413 697 116 53 9879 2546 785 18 1463 36568 7211 12821 9942
internal_value=0 0.00492349 -0.00231949 0.00559164 -0.0266332 -0.0340051 -0.0251186 0.00650129 0.0667702 0.008577 0.0099106 -0.0258225 -0.0522098 -0.0876983 0.0107632 -0.0319349 -0.0323753 -0.0270673 -0.0395231 -0.0294687 -0.0198837 -0.0323204 -0.00443753 -0.00391958 0.00321965 -0.00610673 0.0109226 -0.0118821 0.0143576 -0.00730749 -0.0131911 -0.0218975 -0.0439366 -0.00395913 0.0145412 -0.0327892 0.00431433 -0.0297793 -0.00282781 -0.00414678 0.00131634 -0.00283101 0.0301825 -0.0161972 0.00653005 -0.0220482 -0.00566057 -0.00652201 -0.00454752 -0.012636 -0.0113644 -0.0247016
internal_weight=0 105.911 35.5135 26.8053 8.70826 7.71438 7.08094 26.686 0.916248 70.398 67.7827 2.61526 1.66893 1.06671 66.94 0.565667 6.53255 6.16682 5.20493 4.53044 4.01088 3.27922 185.146 181.8 42.6324 139.167 9.15718 10.9512 0.937547 130.01 47.1347 25.6045 5.2373 82.8756 6.96881 4.56706 25.7698 1.7262 21.5302 21.2071 23.6354 20.151 0.993878 20.3672 11.4606 15.5014 75.9068 3.41689 72.6946 21.8275 21.6822 9.21821
internal_count=184164 45429 7156 5908 1248 1080 1015 5898 117 38273 37481 792 533 307 37136 181 932 899 726 662 612 487 138735 137319 28586 108733 5934 10987 156 102799 31933 15295 2086 70866 2576 1919 5781 971 16638 16524 5452 4755 168 13209 2662 10664 68290 1581 66560 29992 29974 17153
shrinkage=0.1


Tree=69
num_leaves=53
num_cat=0
split_feature=2 0 9 2 8 8 10 12 12 8 9 7 7 7 2 9 12 1 1 8 10 2 16 1 6 1 3 12 16 12 12 1 7 9 6 16 1 16 10 7 6 9 11 1 6 11 10 9 12 1 9 9
split_gain=0.575748 0.347196 0.352429 0.534604 0.46572 0.453634 0.312911 0.307211 0.292808 0.284576 0.246686 0.238933 0.291517 0.268806 0.262492 0.290153 0.257873 0.25032 0.254671 0.235615 0.228452 0.226117 0.218884 0.216464 0.209371 0.304846 0.258062 0.381587 0.281029 0.264675 0.219133 0.211276 0.310636 0.205302 0.214745 0.207581 0.202627 0.1893 0.340734 0.239563 0.220174 0.18762 0.187321 0.185774 0.185716 0.185336 0.181728 0.219177 0.199301 0.194089 0.179387 0.179196
threshold=0.10544429719448091 4.8201127356151126e-05 0.0031621780760271658 1.7722447410051249e-05 -0.00087241554690978599 -0.0027774000497543883 -0.0030211453022378348 1.3681168676892692 1.1028670695080756 -0.0012370163971118155 -0.0030141331420854224 -0.043910427588321803 -0.0045936809363670951 0.025254475100684175 0.0087321326136589068 -0.0018200637852982793 0.49231220216290456 0.555779129266739 0.99754780530929577 0.016427773290757754 0.022542153846587257 0.00018489115609554577 -0.24393592399818778 0.99458584189414989 0.020648262935471968 0.0254219975322485 -0.16795049468055365 -1.1909572233974048 0.11667393464123217 -1.0124679925452476 -0.84834525699456964 0.1739408150315285 0.036696046527126644 0.0065615929400281011 0.15153868429408149 -0.1401040489275702 0.53165322542190563 0.065871630883948665 -0.010748791815711825 -0.014846066190530794 0.19965589716606749 0.072159319408613268 -0.037844017947803864 0.059279929846525199 0.013800825210560278 0.0051810836664913486 0.012524144843720631 0.014983582465073128 4.0523634252254679 0.055651253089308746 -0.089597111809038052 0.015508775311208542
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 -2 42 -6 -5 -1 23 14 19 15 43 20 24 -19 46 22 -18 -17 33 25 -15 29 31 44 -27 50 45 -33 -3 -35 -36 -8 40 -39 -40 -23 -30 -4 -13 -29 -28 47 48 -14 -48 -26 -49
right_child=6 11 7 9 8 -7 36 -9 -10 -11 -12 12 13 17 -16 16 21 18 -20 -21 -22 37 -24 -25 30 26 27 28 41 -31 -32 32 -34 34 35 -37 -38 38 39 -41 -42 -43 -44 -45 -46 -47 49 51 -50 -51 -52 -53
leaf_value=-0.074446364683936575 -0.022218990815961789 -0.0022844822160443439 0.082936250125457633 0.060089848571644559 0.078211607496298963 -0.15535328206261778 -0.0063963235828533235 0.085329763532660197 -0.028588580809768845 -0.012434742931610071 0.028943283200098421 -0.059392922077696433 0.0027293365033197246 0.041846012255871479 -0.011513723489710366 -0.071357168151363212 0.020781800481744005 0.020658138250246875 -0.097419289516582866 0.022065833829253038 -0.095981614802391979 0.0098443537015044623 0.035488315179031768 0.1532673272959503 -0.070531092056901001 0.040504333192425197 -0.094282558777302905 -0.024971485600450205 0.044144039045011879 -0.02878804732603267 -0.01528955047940289 -0.11291954321097482 0.11187711407646116 0.047375009613405551 0.061292404991953056 -0.0055730518980447626 0.039260984915306357 0.0885434472230609 -0.21883875435192005 -0.039234545829547912 -0.052997818432095438 -0.08792087431820067 0.016081871412045735 -0.006325344834681149 -0.12607383677109549 -0.035682548677786675 -0.003970272832493656 -0.076648934433425325 0.042865607906544971 0.029752265695263486 0.014593684654369608 -0.011024903176368703
leaf_weight=0.52223872812101035 14.462913677121376 4.2428831314455202 0.46940549448845548 1.5135472638448848 0.43810834349278394 0.41832564282231055 47.542678401478724 1.106020052828171 0.57291984112271166 0.8285964925544248 0.39011725613818271 0.70382501518906959 102.49645532020969 0.69871731452031483 34.933273115136217 0.18291890609361861 2.3391506382031366 4.0833253000296272 0.17390967794926826 6.9236178311821268 0.12701564962844702 1.6928550369475495 5.34140992811035 0.095951121453254795 0.24091383853374271 1.0450435808888872 1.5497149739712766 3.8572569990974443 0.89514899102869072 1.1281708328297089 6.2963031974522847 0.083455010433681198 0.14079710121950484 2.6489342264339939 0.56339414248577702 2.2997495598883688 0.97497357732936407 0.076167712497408502 0.14261404501485231 0.15603106390699384 0.81065602495073097 0.10541963425930589 3.1213878975140692 7.79013362504611 0.17471634432149574 0.87145879917807167 2.6004149080172274 0.42904269753489543 1.2348180554363342 4.9275866792431771 5.9980756409586347 6.2827730612916639
leaf_count=50 15363 2290 72 342 36 25 53219 145 53 220 36 405 56928 369 22769 66 411 1855 43 3319 50 890 2112 13 130 360 483 1539 394 401 3192 34 41 836 160 813 732 27 22 69 201 29 502 3251 56 270 1568 166 273 2454 2515 2565
internal_value=0 0.00149417 0.0203103 0.000879177 -0.0327853 -0.0712835 -0.00931748 0.0396123 0.0182373 0.0345309 -0.0305265 0.000676863 -4.94701e-05 0.00219426 -0.00633919 0.00299841 0.0138103 -0.00678359 0.0154535 0.0041604 0.0285757 -0.00222534 0.0317352 0.015878 -0.0108931 -0.0212616 -0.0258042 -0.0343982 -0.0181242 0.00459059 -0.00214921 -0.0650328 0.0260906 0.0142531 0.0269496 0.00787838 -0.00546493 -0.0209354 -0.0855488 -0.132406 -0.0107323 0.0289508 0.0251832 -0.0108363 -0.0298813 -0.0736001 0.00310641 0.00208025 0.00321431 0.0181213 0.0111175 -0.0154093
internal_weight=0 225.765 9.38067 4.68385 2.34171 1.33068 62.9806 4.69681 1.01103 2.34214 0.912356 216.384 206.533 152.237 54.2961 19.3628 10.8688 27.3424 4.25723 124.895 5.65134 5.21747 5.52433 9.85091 23.0852 10.5499 9.85118 7.67797 5.03254 2.17321 12.5353 2.64543 0.224252 9.75496 5.51208 2.86314 48.5177 2.87832 0.374813 0.298645 2.50351 1.00057 3.59079 8.49396 4.03197 2.42117 117.971 110.443 103.731 7.528 6.23899 6.71182
internal_count=184164 114850 1481 762 200 111 69314 719 89 562 86 113369 109257 78984 30273 7504 3848 11711 1898 67273 2228 1620 2178 4112 9813 3976 3607 2846 2018 761 5837 828 75 4099 1809 973 53951 1209 118 91 1091 423 574 3656 1595 753 63954 59932 57201 4022 2645 2731
shrinkage=0.1


Tree=70
num_leaves=53
num_cat=0
split_feature=2 9 2 7 16 16 2 2 4 2 5 4 16 6 2 5 4 5 1 2 8 6 5 8 14 16 10 11 9 6 5 5 6 11 6 9 9 7 2 4 7 1 5 10 8 8 14 9 14 14 1 1
split_gain=0.501182 0.29562 0.337561 0.367415 0.357092 0.296121 0.289819 0.288067 0.284986 0.327738 0.389632 0.320419 0.265112 0.267688 0.419163 0.584688 0.25205 0.383727 0.301313 0.253538 0.245212 0.240553 0.238027 0.237115 0.349889 0.271692 0.243508 0.230635 0.227477 0.226202 0.217763 0.258012 0.246388 0.230732 0.21291 0.212171 0.20981 0.208524 0.208157 0.206161 0.204018 0.202988 0.200842 0.275036 0.217933 0.196008 0.189794 0.187501 0.176091 0.235697 0.22097 0.17586
threshold=0.12226423248648645 0.0062681791273265994 9.1034453362226503e-06 -0.036385440225263542 -0.1401040489275702 -0.11905704590519509 0.023806749843060974 0.0024906499311327939 0.34724708503545476 0.5653846561908723 -0.41976262113913404 1.4795058632040154 -0.06328026746342473 0.26066202452910742 0.0024906499311327939 -0.25167134153791609 1.3582681137215487 -0.032753980591227076 8.6760078374936728e-06 0.93881061673164379 0.027694153457391544 0.25404696609231031 0.26696583355137343 -0.021389830807836064 0.13107013470590573 0.032311073656525593 0.047417609713968821 -0.011994278913079887 -0.0011102567654313314 0.24002593909642053 0.77956574840353754 0.29255953240880578 0.19851062646118053 0.10814915424083647 -0.24918743777839428 0.00888702779431178 0.042976478883390484 -0.007609187952563194 3.6640558391809468e-06 -1.1357062981878729 -0.00047023098352593412 0.00045453048369381582 0.72192491519497048 -0.011921899844924521 -0.019849527478359608 -0.03968809036224312 -0.042733526318957084 0.0039486686942805582 -0.43498201767470851 -0.40754425755844531 0.061142936348915107 0.00031705939909443265
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 27 4 -4 6 -6 -7 9 36 -11 16 28 51 15 -15 21 18 -18 47 22 -10 34 24 26 -26 -5 35 42 -9 31 33 37 -25 -13 38 41 -33 -3 -38 -24 -2 43 48 -44 -30 -34 -19 50 -50 -1 -14
right_child=8 2 3 23 5 7 -8 29 11 10 -12 20 13 14 -16 -17 17 19 -20 -21 -22 -23 40 30 25 -27 -28 -29 45 -31 -32 32 46 -35 -36 -37 39 -39 -40 -41 -42 -43 44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.15580443655707277 -0.083435160935648789 0.030215424676414634 0.06565088513850223 -0.019595616303815153 -0.15829241672447653 0.083816755846468249 0.0085456076875245323 0.02837352640606286 -0.016751981837317704 0.048151803455424448 -0.050719810274348 0.020693206717927504 -0.058864895278437648 -0.053479990424782346 -0.024909062203470219 0.093962578244555742 -0.028438511316884858 -0.0097334265384773702 0.052510206939061069 0.012489242937444571 0.023828342291277314 0.010318486829890727 -0.020517241946658139 0.010343636507661277 -0.0051375079403409053 0.11065537095616694 0.040951904220925726 0.074973486297628053 0.048204672144369597 -0.015191216730917912 0.077617799715179778 0.047354944721782401 -0.035421343182324892 -0.097492438767438905 -0.048120260803814874 0.034122276001355679 0.076766647408776201 -0.0036279168302926889 -0.10301802076407057 -0.0094946114546592113 -0.06750184261749774 -0.01192502407103008 -0.018711266959496101 0.0033548682531354596 0.082673042059232829 -0.018858673824715518 0.022638060354384374 -0.095740624590915493 0.092943316186569092 -0.017963062642800159 -0.025113541419981768 0.0034257078423767587
leaf_weight=0.18815516188624304 0.38719863431743817 0.20804777322337109 1.746855542038247 9.3929882192160168 0.17193090173532244 0.61964540019289316 0.22729230634649866 3.2342357781999453 6.7935224710790916 0.42916196481746727 3.952879432707646 1.4129146464401854 0.43748855462851466 0.40951883103116415 6.9127852113306858 0.71830288668024678 0.5222251743107339 0.62370603756426068 3.3068179752590368 2.7502722737299337 1.0533022472664013 6.3201072854917584 1.9334758866934865 33.127713385375898 0.4007841766815553 0.38919791416992666 0.69838691828590604 1.1118342826084688 0.43246109470783167 1.8674217402403881 0.40524152480793318 0.95245509906089854 3.6595424379884207 0.18216111068613727 0.63813729801040553 1.9353184676438102 0.50846189038566081 4.6262334994298708 0.23379363821004517 0.57812693506275425 1.792907067643682 22.195469056473144 0.33050531990011223 18.281585205519153 0.54747903272800513 14.969716993212385 0.65236667318276875 0.41472238363348879 0.1798909746830758 6.8124131290233008 0.3717905335361138 114.26824895283664
leaf_count=14 542 19 506 3940 26 113 101 1133 14636 493 13150 1012 379 150 3496 359 169 317 1019 1228 626 3002 1243 17873 197 119 272 114 121 742 101 448 714 46 1214 200 264 1704 21 381 967 23384 124 10759 126 8102 272 172 34 3561 120 64107
internal_value=0 0.0018553 0.00751857 0.00581904 0.0259952 0.0145214 -0.0669544 0.0203944 -0.00871886 -0.0158114 -0.0408828 -0.00149499 -0.000407108 0.00194191 -0.0156765 0.0404262 0.00469642 0.0191413 0.0413904 -0.00343216 -0.0202498 -0.00370904 -0.0283338 0.00289835 -0.0102965 0.0530778 -0.0153414 0.0377106 -0.00725157 0.0124296 0.00619381 0.0054925 -0.00867901 0.00970276 -0.000943698 0.0198593 -0.0111428 0.00519796 -0.0415284 0.0314508 -0.0433343 -0.0132151 -0.00166761 -0.0032794 0.0448905 -0.0169228 -0.026581 -0.0451054 -0.0193093 -0.0148836 -0.0724376 0.00317914
internal_weight=0 230.704 65.8434 62.3545 7.86738 6.12053 0.399223 5.7213 55.6134 28.0513 4.38204 27.5621 164.86 122.746 8.04061 1.12782 20.7314 7.61774 3.82904 3.7887 6.83074 13.1136 5.77743 54.4871 10.8814 0.789982 10.0914 3.48899 42.114 5.10166 43.6057 43.2005 9.8906 33.3099 2.05105 2.37716 23.6693 5.57869 0.441841 1.08659 3.72638 22.5827 26.7118 25.8338 0.877984 15.4022 4.31191 1.03843 7.55225 6.9923 0.559946 114.706
internal_count=183932 120113 28661 28307 2621 2115 127 1988 63819 38214 13643 25605 91452 68491 4005 509 20543 2905 1188 1717 5062 17638 4436 25686 4528 316 4212 354 22961 1875 21158 21057 3138 17919 2226 240 24571 2152 40 645 2210 23926 14738 14488 250 8223 986 489 3729 3595 134 64486
shrinkage=0.1


Tree=71
num_leaves=53
num_cat=0
split_feature=3 0 9 15 1 5 5 8 13 1 12 7 8 9 1 13 5 7 13 5 5 16 1 5 9 12 14 14 12 0 8 14 3 12 13 12 5 1 15 8 7 5 7 16 5 12 5 5 15 14 9 12
split_gain=0.510385 0.480139 0.375378 0.342941 0.237393 0.295633 0.277748 0.256553 0.250536 0.236095 0.269743 0.23496 0.234086 0.23205 0.212322 0.202119 0.190728 0.184703 0.205299 0.183855 0.183823 0.183091 0.173494 0.173038 0.213183 0.320551 0.221121 0.199962 0.197831 0.181369 0.170651 0.170537 0.1678 0.191066 0.165576 0.168365 0.1651 0.164419 0.164845 0.162157 0.176078 0.168565 0.179509 0.159088 0.153546 0.15353 0.197178 0.643562 0.255192 0.216804 0.21297 0.402783
threshold=-0.052152059040963643 0.06390234082937242 0.022137314636976206 0.14502742907363178 0.97326731681823742 -0.21804567396468535 -0.081501601327773773 -0.0010556287234135635 0.11736897770162678 0.00063750572735443722 3.6863215561147173 -0.011710415933237239 0.016938035218869416 -0.07101394817628949 0.99874764680862438 0.41103866125046845 0.26696583355137343 -0.018244455344407062 -0.17224785602942988 0.72192491519497048 -0.059306917221260844 0.046227057310808173 0.062091546133160598 0.2823660508811065 -0.011841050135548613 0.42859364630242719 -0.29596184199184122 0.19094689432748843 3.0427758429733034 0.0005117829132359476 0.068842532809012383 0.030596705356571816 -0.044184376129123841 -0.47978120542429453 0.28932251180919238 0.92150030515923331 0.27791807632586824 0.084129489958286299 -0.056271940941505103 -0.025158393810768221 -0.007609187952563194 -0.1786293227896186 0.01524842390901879 0.012755946949566941 0.077879625416022322 -1.2686231386512141 -0.24818211280421248 -0.26296468685895996 0.28482497137190305 0.014238693141242155 -0.00073706174627859969 -1.3169803611415445
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -4 7 8 -7 9 -6 -2 17 36 45 22 16 -3 20 -11 32 -15 -8 -17 -14 24 25 26 -9 -28 -25 -27 31 -13 33 -19 -31 -36 44 -21 -39 41 -41 -20 -43 -16 -5 46 47 -1 50 -50 -48 -52
right_child=2 15 3 11 5 6 14 23 -10 10 -12 30 13 19 43 21 -18 18 39 37 -22 -23 -24 28 -26 29 27 -29 -30 34 -32 -33 -34 -35 35 -37 -38 38 -40 40 -42 42 -44 -45 -46 -47 48 -49 49 -51 51 -53
leaf_value=-0.010767217804546125 -0.042166127073638877 -0.013768924722564352 0.0030528994770028716 0.053003780262739802 0.026644219678942156 0.093519117190080034 -0.046736939200799549 -0.095336914339131246 -0.06925267642824455 0.0034189537987066154 -0.081559681860450262 -0.026199917978337907 0.052832634819950944 0.02054718236605595 0.025142357558438647 0.063557992749072298 0.0087644146923698662 0.0076680363739849615 -0.05946049461549046 -0.027639819827191395 0.072695667088364085 -0.030784435773824465 -0.10054083877998775 0.0072352469938915982 -0.0028909434279000158 -0.16525209635142191 0.0013188051133995445 -0.037828603658640152 -0.030595299706496243 -0.02909427702585643 0.10361568867958085 0.045376674416711067 -0.02699822076565038 -0.15969907952636697 -0.14848951680069111 -0.023511141189351367 -0.025608661487687256 0.14886285993191753 0.04203615209987277 -0.021121443819011241 -0.0040692032119036868 0.009743064426479207 -0.043675386308291632 -0.17238976987520102 0.12541079913965703 0.0065766957463074815 0.028061197054823628 -0.15990969126461885 -0.15375751324104711 0.031558265833054475 0.0068448684707948949 -0.06986497007368879
leaf_weight=2.1517665090850646 2.420396056375238 16.328525252276794 8.7192367406491922 0.78341127137900934 0.41719650274171705 0.46361356011220767 0.13784099341501133 0.27377092831738892 0.72824355873490276 9.0112067493023442 0.50906669873438559 0.81950537037300708 0.09023128820990578 8.3511555098611971 0.060226693742151727 0.63216327323607302 4.5912667675547709 0.10008412556635449 1.2458456374897653 0.12711433286313045 0.88940424207294089 0.28823503855892341 0.24191266269190237 20.459418405627734 47.387680829907708 0.12003346066194298 6.4245357302738721 1.6193833127135802 1.4651101782328613 1.5660185591259508 0.1720192712273273 0.53507181503664469 4.3588347065384587 0.18661801000416733 0.25444462510859001 0.19131912884131452 0.14993872484956217 0.27561665425309911 0.32362420787103474 7.7458420358153637 27.581693288912234 1.3759182848925697 1.1334599635592892 0.087177298442838946 0.50286066398803086 93.966874108169236 2.5905741072801902 0.31725739696412336 0.16976103956403665 0.087376288385712542 3.5127672084045116 0.83183051976084055
leaf_count=913 2637 9733 5588 402 247 704 106 106 308 7575 219 460 39 3135 73 369 1161 73 726 38 956 146 66 10982 50251 13 5196 1539 643 1631 66 329 5067 46 83 161 97 22 34 6689 20738 915 606 15 117 39075 1467 123 50 36 1819 342
internal_value=0 0.00434431 -0.00415288 0.013069 -0.00556313 0.0118896 0.0204833 -0.00651495 -0.0344501 -0.0117237 -0.0103265 0.0423534 0.00671589 0.021804 0.0143441 -0.0111885 0.0175767 -0.00961197 -0.0122976 0.0248426 0.0561524 0.0339901 -0.0583131 -0.00287774 -0.00574502 -0.0186614 -0.00974251 -0.00662762 0.00468471 -0.0530956 0.0147606 0.00229288 -0.0321385 -0.104208 -0.0450291 -0.0977792 0.071149 0.0725749 0.0940151 -0.00992581 -0.0078167 -0.0296384 -0.0145216 -0.097607 0.0826213 0.00534239 -0.00665267 -0.0309272 0.00173559 -0.0927983 0.00546662 -0.0080648
internal_weight=0 130.287 154.488 11.682 142.806 7.37497 6.22953 135.431 1.14544 55.669 53.2486 2.96281 113.038 9.40965 5.76592 17.2489 5.61851 52.7395 43.7283 9.07751 1.02725 0.920398 0.332144 79.7617 57.8372 10.4495 8.31769 8.04392 21.9245 2.13182 1.5266 1.35458 4.64554 0.286702 2.01178 0.445764 1.43621 0.726355 0.599241 39.0828 35.3275 3.75522 2.50938 0.147404 1.28627 103.628 9.66133 2.46902 7.19231 0.257137 6.93517 4.3446
internal_count=183932 57407 126525 7059 119466 3570 3015 115896 555 45291 42654 1471 47159 3334 2311 10248 2223 42435 34860 3229 1062 515 105 70605 58980 8729 6841 6735 11625 1888 855 789 5186 119 1875 244 616 94 56 29674 27427 2247 1521 88 519 43825 4750 1036 3714 86 3628 2161
shrinkage=0.1


Tree=72
num_leaves=53
num_cat=0
split_feature=2 14 16 9 4 15 15 4 4 2 14 1 12 11 4 10 4 14 11 9 13 1 1 4 2 10 1 15 7 13 11 12 2 16 10 2 7 10 9 4 2 15 15 9 14 7 1 12 12 1 15 11
split_gain=0.614412 0.34393 0.280364 0.268656 0.244785 0.348767 0.219324 0.214072 0.213965 0.213235 0.22748 0.210257 0.208646 0.198914 0.207555 0.255434 0.469155 0.451816 0.33816 0.336067 0.27214 0.269751 0.254166 0.305048 0.248705 0.247702 0.242109 0.239682 0.242222 0.237694 0.287579 0.237746 0.227698 0.221312 0.221279 0.218891 0.302583 0.275131 0.215525 0.213291 0.213175 0.21064 0.204812 0.309822 0.197864 0.193205 0.192383 0.191303 0.307441 0.335194 0.233148 0.216863
threshold=0.013848508242517711 0.50637339786933899 -0.13670324694228503 0.024493086460202349 -1.072404933072741 -0.069954637518208546 0.37777505626800906 -1.0063680548107319 -1.1171383332072404 0.051763188093900687 0.2666526547505283 0.99754780530929577 -1.5364443884458299 0.037598236792756416 0.34724708503545476 -0.0041561235801225527 1.53542062334697 -0.22999457940816789 -0.0013103687238205702 0.0068705295218836303 0.54350495238097862 0.96473678946495067 0.24211597442626956 0.47528268589210032 0.00021523098985198888 0.0078508154919254055 0.96473678946495067 -0.015497342665964656 -0.028367643407412123 -0.015657224641427572 -0.0029366804961977349 0.26042006974332149 0.00058022129815071832 0.0063047198992611285 0.0070145516142666254 8.4049202996538966e-05 -0.020875795768284067 -0.0045995964977557967 -0.011841050135548613 0.38393049308876476 0.0024906499311327939 -0.035626936259443208 1.0000000180025095e-35 -0.0037007786227664396 0.046681319228403913 -0.0011486687642868554 0.30779457092285162 4.0523634252254679 2.4839299887526871 0.99458584189414989 0.080860984167367936 -0.0055536938129634008
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 5 8 -7 -6 -4 10 -5 -1 -11 14 24 27 17 20 19 21 22 39 -17 32 25 34 40 28 41 30 31 -30 -24 -33 -9 36 -29 42 -25 -19 -18 -16 43 45 -23 -38 -37 48 49 -44 -49 -51
right_child=1 -3 4 9 7 6 -8 13 -10 12 -12 -13 -14 -15 15 16 26 18 -20 -21 -22 44 23 38 -26 -27 -28 35 29 -31 -32 33 -34 -35 -36 46 37 -39 -40 -41 -42 -43 47 -45 -46 -47 -48 50 -50 51 -52 -53
leaf_value=-0.0053474903504028446 -0.0044016348406702224 -0.04011333353994212 -0.032699487307232197 -0.0044890732298308164 0.063747694608139491 0.022470669382693195 -0.092462742654767754 0.031369643401343787 -0.12467164729360776 0.07292287722073687 0.096536616068035666 -0.070690734654855703 0.015720204150096381 -0.05127165193327117 0.019196224229703348 0.058933651450632674 -0.0465585806622777 -0.097281827531464402 -0.023121639701814238 0.072659047997320203 -0.1131980860045983 -0.0087832486580395417 -0.14776727228640277 -0.14598550734327873 0.012107017291022319 0.089320568383555399 0.027555224165811673 0.12222081638363605 0.025623328369608758 0.031256500094566472 0.055939999207128888 -0.056174366443574576 -0.0055571277027515048 0.028284787394015454 -0.11182801207538542 0.026068475143635673 -0.14496466085559176 0.087672081308869956 -0.017066716272575496 0.025637323842364473 0.06231802340352878 0.18545572463967019 0.023860177291689995 0.011924499034381154 -0.11603485722142509 0.00057841505355459759 -0.012235758273731906 0.0068079690896438554 0.063932130639388532 -0.05981862220053661 -0.14672420327386659 0.065962990612983427
leaf_weight=12.102087964362905 161.89377629031389 2.5371231284602791 1.4838775693169735 8.4933096883378312 0.6901820436505649 1.788359312864485 0.16547817495302286 2.6696565971851669 0.29377119734999757 0.68453392902483834 0.21128931155544783 0.49598167270278359 7.2115478186151432 0.53582965952591521 0.14596579765930073 0.27245125396803427 0.84259880850004154 0.12913184094941232 5.2386627975502025 0.73052527520121735 0.4462123820085252 4.9050095733459784 0.37443314227130065 0.12021567806186917 29.302081726181029 0.78002540098168527 6.0572529420278443 0.2468068697489797 0.88911228803408526 7.0162613407137568 0.68058136128274682 1.3661515923304248 0.15993724876170745 0.38801413367673365 0.095444904993200796 1.5580323139101873 0.27066103866673075 0.44706915004644798 2.3721800878201966 4.1219371926417807 0.21112491368694464 0.1528948342311186 3.0773130252318879 0.61910443522719993 0.16090452509888553 0.13322233864164446 7.8103247081344307 0.26714254208491173 1.2326433583066316 0.89466364781401353 0.13811009642085992 0.14631069913411898
leaf_count=4502 129041 2107 419 2723 222 569 27 1437 101 351 61 210 4235 214 34 108 333 91 2493 250 81 1613 79 23 18687 150 1306 23 289 2374 268 346 67 122 18 768 35 58 718 2168 152 12 484 97 64 28 3718 42 170 166 14 39
internal_value=0 -0.00368087 0.00596224 -0.00315912 0.00788938 -0.0171408 0.0119982 0.00895765 -0.0489716 0.00895006 -0.00184705 -0.00801504 0.0208304 0.00851022 0.00889102 0.00505382 -0.00202223 -0.0102104 -0.00256614 0.00817297 -0.0412509 0.00298932 -0.0309713 -0.0393578 0.0151492 0.0401101 0.0198634 0.0117824 0.0235199 0.0208428 -0.00118801 -0.0161698 -0.106738 -0.037397 0.025751 0.00435077 0.0170955 0.0132168 -0.0242646 0.0215179 -0.0240788 0.109836 0.00809245 -0.0327772 -0.0125796 -0.0989368 -0.00582853 0.0154335 0.020493 0.00727456 -0.0494439 -0.0413372
internal_weight=0 181.032 104.026 178.494 91.4277 3.73149 1.95384 87.6962 1.77765 16.6007 8.7046 12.5981 7.89608 87.006 86.4702 53.623 26.1426 19.0316 15.2862 10.0475 3.74543 9.31698 3.29922 3.02677 32.8472 3.54513 7.11098 27.4804 10.639 10.3401 3.32386 2.64328 0.53437 1.75417 2.7651 16.8414 7.47305 7.22624 2.4924 4.25107 1.05372 0.298861 6.77917 1.02299 5.06591 0.403883 9.36836 5.75618 5.35093 4.11829 0.405253 1.04097
internal_count=183707 138518 45189 136411 40477 1116 596 39361 520 7370 2784 4712 4586 39139 38925 18633 9546 7755 6679 4186 1076 3936 995 887 20292 1605 1791 9087 3445 3399 1025 757 146 468 1455 5642 1156 1133 741 2259 485 46 1075 160 1677 63 4486 915 859 689 56 205
shrinkage=0.1


Tree=73
num_leaves=53
num_cat=0
split_feature=1 11 6 3 3 9 7 11 1 3 6 13 5 5 16 6 4 8 5 9 6 6 6 11 6 4 13 9 13 5 4 1 6 0 9 16 16 9 6 8 9 11 5 1 8 11 4 16 9 11 5 16
split_gain=0.684034 0.297287 0.292886 0.239669 0.20496 0.260311 0.247704 0.24821 0.312045 0.240762 0.219806 0.269934 0.228548 0.216841 0.208261 0.198686 0.197972 0.258047 0.190707 0.273318 0.190069 0.328363 0.257701 0.183765 0.184731 0.283435 0.184719 0.211326 0.286027 0.18353 0.263825 0.181714 0.180418 0.263117 0.17838 0.335915 0.203752 0.177238 0.171994 0.166332 0.166303 0.24563 0.220569 0.355767 0.165404 0.183506 0.167366 0.164987 0.202059 0.163242 0.159365 0.156963
threshold=0.061142936348915107 -0.054553242467732965 -0.05611644742748801 -0.88658642004884303 -0.057161603122949593 0.014983582465073128 -0.0032517346061758023 -0.079848087683249649 0.97700297832489025 -0.060946948826313012 0.14438223476693288 0.017589882533238423 -0.27009206832344967 0.72509935908089462 -0.15153891419461438 0.49129373034163532 1.4479182887617477 0.0020777751544136429 0.29415804721425637 0.030946053135591685 0.18610581344904067 0.060794886196962682 0.26240506966743177 0.0051810836664913486 -0.18189946214265565 -0.048693359710345226 -0.17224785602942988 0.053161545370228595 0.26421229105146427 -0.40515722028139295 1.2813343455945143 0.024709054268896583 0.31873427837836327 0.023439399898052219 0.0058320744859280517 0.26248308434756756 -0.011087981202541218 0.090005633998904863 -0.18813656456001437 0.0011451226466037193 0.0019724455192300845 -0.0093468970249717068 -0.11387845509626218 0.91112312674522411 0.0020777751544136429 0.012902275106629819 -0.38867917973936467 -0.26165954780772105 -0.0080433472408133009 0.00047724014289363164 -0.52681771535252619 0.11667393464123217
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 9 34 -8 16 15 11 12 -7 -14 47 51 23 -18 49 -20 21 -5 -22 24 25 38 37 32 -29 -16 -31 -24 -28 -34 36 44 -6 -26 -9 -27 42 -42 43 -38 46 -46 -36 -10 -49 -12 -25 -2
right_child=4 3 -4 20 6 10 7 8 14 -11 18 -13 13 -15 29 -17 17 -19 19 -21 22 -23 31 50 26 39 27 28 -30 30 -32 -33 33 -35 35 -37 40 -39 -40 -41 41 -43 -44 -45 45 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.063854898252336964 0.0051269686832302579 0.063575763961785894 0.043054685769851171 -0.007023830301927921 -0.022114376968068148 0.074757040633151597 -0.056884058720564894 0.0015298429855227392 0.091388980231741537 0.041019993833552537 0.012772080804585549 0.0079368953613126163 0.025092580462505454 0.13927433173357595 -0.10086681667525395 -0.047312400403379085 -0.049116994814464736 0.054809273029385222 -0.037538364765047336 0.12325717878434794 0.005800102064091428 -0.023866191108590062 -0.033857990158282718 -0.054970824083991635 -0.030866787787782464 -0.01693183646214767 0.0087809751396885835 0.0084885688653943484 -0.18029228920736595 0.07067882764867163 0.019812975146880216 -0.00054480586815525275 -0.11131377096919036 -0.0042806763218273787 -0.0014610270295722994 -0.10680580096293346 -0.0059519800928970754 0.1108288502215302 -0.083478457945958054 -0.084325724545792111 0.064659397257102527 -0.048128325214317827 0.016181594062336102 -0.1265775671191755 -0.031372895117633158 0.065407108576148065 0.03461188875262735 0.079183376954728324 -0.088127637515641954 -0.01584008266283032 0.021382898628261048 -0.010231001763045365
leaf_weight=0.27866571994673028 78.503956368762601 0.45546679647668398 1.9542758739298722 58.287951430382464 10.91302028276505 1.4250040779716071 0.64605576837493472 4.3306612981896251 0.074230272228305694 1.7154415621207579 5.0569839483214274 4.6683853851109234 4.7410557635448658 0.15598272497300048 0.081393799351644591 0.74902764553735224 1.3917906867209229 0.27244428195990611 0.15210429834769534 0.28514456939228694 18.410176263943416 14.436025285983531 3.2753197866867358 0.26868930694763538 2.0082892923330742 0.69331241848430625 25.013636569496455 0.18004877617931825 0.1250718226947356 1.5565979522648365 2.9555284393954935 3.2580524054677085 0.28482188509587902 0.96119006302433263 2.3320199802983548 0.23914189447896195 1.7640624420091628 0.075290241627953836 0.2342208557674893 0.78547236497979611 0.21108136009024736 1.2818128786639134 5.0196178965388754 0.26663486689267291 1.3987468184591305 0.2106015679273695 2.8466321060013793 0.075174679739575367 0.35117404249467643 3.2672915306247887 6.5695383851597731 7.2546235971876731
leaf_count=117 34545 131 933 57984 7633 374 282 2425 42 902 1315 1729 1578 22 34 445 564 149 77 119 9377 17087 3532 101 1390 553 16829 89 20 1505 822 2105 115 651 1344 92 1450 14 112 436 102 902 2946 128 835 103 1741 45 164 953 3650 3114
internal_value=0 -0.00662344 0.0293177 -0.00744645 0.00364515 0.00643875 -0.000354972 0.00386084 0.00469397 0.00411368 0.0168109 0.0262189 0.0396594 0.0292152 0.0280578 0.00337364 0.00192828 -0.0317083 0.00498053 0.0680334 -0.00778905 -0.0103721 -0.000256123 0.00328905 0.000332419 -0.015529 0.00368603 0.00594009 -0.0745053 0.0347386 0.0375671 -0.0172915 0.00692407 -0.0299563 -0.00814212 0.00550388 -0.0130713 -0.0248614 -0.00313565 -0.0532994 -0.00149795 -0.0316138 0.00494186 -0.0227416 0.00972647 -0.0181377 0.0184178 -0.0323465 -0.0566579 0.00153204 0.0182494 0.00382595
internal_weight=0 100.356 2.23294 98.123 183.393 107.975 75.418 48.9346 48.2886 88.223 19.752 10.9904 6.32204 4.89704 5.0941 86.5076 43.1945 1.66423 8.76152 0.437249 97.6675 72.724 24.9435 41.5302 34.692 6.04367 28.6483 26.5648 0.305121 4.59352 4.51213 6.53337 26.2596 1.24601 26.4834 7.02714 19.4562 2.08358 4.56488 1.47878 8.54321 1.49289 7.05032 2.0307 6.788 1.60935 5.17865 0.500579 0.426349 8.32428 6.83823 85.7586
internal_count=183707 91266 1050 90216 92441 45173 47268 29992 29710 39006 6167 3703 1974 1600 2612 38104 27098 713 2464 196 90085 75071 15014 26385 22634 3526 19108 17704 109 2361 2327 5637 17595 766 17276 4115 13161 1404 2537 989 5528 1004 4524 1578 4023 938 3085 251 209 2268 3751 37659
shrinkage=0.1


Tree=74
num_leaves=53
num_cat=0
split_feature=2 15 12 14 8 3 14 16 1 16 10 8 16 11 0 1 13 11 11 12 16 3 1 8 11 1 12 8 16 11 3 1 2 0 13 1 11 1 13 3 11 11 11 15 1 8 3 10 0 13 0 13
split_gain=0.547061 0.355514 0.513114 0.331625 0.409404 0.329716 0.290098 0.28483 0.29648 0.261993 0.305018 0.252399 0.22122 0.218978 0.210903 0.302825 0.205603 0.211409 0.272742 0.339117 0.260429 0.228461 0.238944 0.206601 0.203377 0.266783 0.195998 0.19482 0.19347 0.191142 0.18836 0.183028 0.263354 0.335609 0.230682 0.34291 0.591529 0.364498 0.262177 0.236195 0.228112 0.196461 0.194496 0.184692 0.181757 0.180572 0.263568 0.175471 0.173768 0.263107 0.201447 0.293182
threshold=0.0096495733596384543 -0.082595111031100968 4.0523634252254679 0.28515967954365351 0.012405435205604288 -0.61037512449547637 -0.70926487169783614 0.06724012002844236 0.75791621208190929 -0.11192779433965692 -0.026341120674304455 -0.0025778347129957182 -0.0054863134078902065 -0.064698922215818314 0.00030238796898629522 0.090196713805198683 0.24302991149369707 -0.019801049639759035 -0.011212141363006993 -1.0288160692586235 -0.028656809003232784 -0.088761863531544791 0.076291851699352278 -0.082002328192069318 -0.022194368922946402 0.99364647269248974 0.58236045251003732 -0.010446513920449473 -0.0038936964637270879 0.047202674548435873 -0.58329920168034721 0.42733810842037206 0.00021523098985198888 0.029431192204356197 -0.017609831968282339 0.99685788154602062 -0.0055536938129634008 0.99817979335784923 -0.039359645849669174 -0.77529835968743999 -0.016343023610952617 0.0066719412056416771 -0.054553242467732965 -0.077674412623140079 0.4462116807699204 -0.082002328192069318 -0.028394352935720232 -0.018452085389333333 0.095091231167316451 0.51857866108793937 0.024992238730192188 -0.13364458097203991
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 28 -7 14 -9 -8 12 24 -11 -6 15 -2 45 -18 19 20 -19 -20 27 -24 26 -26 -12 -23 47 -14 -17 32 -3 -34 35 38 -37 -38 39 -33 -35 42 -41 -42 -40 46 -16 -1 49 50 51 -5
right_child=3 31 -4 48 13 6 9 8 -10 10 11 -13 29 -15 16 30 17 18 21 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 -32 34 33 40 -36 36 37 -39 44 41 43 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.11230143034779608 0.079758189843681673 0.047878224588451451 -0.14819114306401698 0.025718800973508441 0.045206516604283514 0.072244019888916294 -0.027822724291899338 0.0025423449070026433 0.075973643298976296 -0.081878062952279437 0.005238377534282781 0.030416697798716814 0.032546802430424758 0.006320270066747462 -0.10275206039253129 -0.091249464022862437 0.056713483564878431 -0.16410901851949658 0.025511571115060791 -0.0020504622289765303 0.040891818131959815 -0.06294388398985494 0.14722435274217388 0.0087947025690513266 -4.8977747727288657e-05 -0.064594570649507396 0.10017368554104762 -0.0088820530526202649 -0.078249437982323575 -0.073805536001360389 0.030581647089398197 0.064938721573283828 0.0049914646382813151 0.099990686913431437 0.0098595305884215129 0.044462477537893071 -0.14155179418270344 0.020020115367629373 -0.17654283948962096 -0.09268005576335786 -0.097759393878134537 -0.11099094985858982 0.0079289174846866161 0.03281544972161398 -0.02708535511501689 -0.0082527667181412426 0.010746100690891103 0.0078985808647130291 -0.031630921173570324 0.043613759170190766 0.00097037473546648196 -0.065797285486209819
leaf_weight=0.12711498290445888 0.64868938949348265 2.5597884223261387 0.2324525294607146 0.46231859681392973 1.498775730264241 0.52677446761663915 3.1313955106011298 34.509478255248467 0.54118411950730561 0.64065325294177455 0.54519981437261211 3.8831316939120839 0.5029426487235511 32.538871509801766 0.46699789774720557 0.20924645035847789 0.72541555361931287 0.28632229358481709 3.9073024907811469 0.59212185579599363 0.070157605623535346 0.91140645982432067 0.093796670553273009 3.4981454241428782 5.8577338689906355 0.7013659757831191 0.34648303934955038 2.3862545787685576 0.86315192368966254 0.23264275916153565 0.27374496874836041 0.64676172245890295 12.06044615154042 0.50478227065104864 44.557786316364059 0.37496406912123348 0.61117749430877555 0.17432855003335135 0.068832567485514029 0.180408172440364 0.095073339558439662 0.1317072526544506 6.530269213309114 3.5125453196678782 1.7056263065942401 95.189642619501001 0.34883299206558049 0.74415787766520225 5.7598208942656584 0.85757750611628569 2.7025765854852466 1.3281205801204101
leaf_count=47 160 833 38 379 664 121 1144 23644 432 190 190 1916 195 22103 127 67 342 61 2269 343 45 472 20 2385 2787 235 84 1612 283 80 87 204 6451 264 18129 98 106 79 10 44 31 37 2672 2545 655 79148 238 269 5806 476 2650 640
internal_value=0 0.00654044 -0.0059162 -0.00285312 -0.00180989 -0.00394716 0.000465547 -0.00413177 0.00371368 -0.00199879 0.00439312 0.00980818 -0.0397631 0.00805502 -0.00664079 0.035981 -0.00709121 0.00498258 0.00170757 -0.0492005 -0.123738 0.00625306 -0.00470619 0.0131096 -0.000978735 -0.0071052 0.0433522 -0.0240784 -0.0451778 -0.00202753 -0.0235514 0.00963949 0.0181731 0.0134245 0.00672717 -0.0066562 -0.0574734 -0.106041 -0.000193342 0.00801117 0.0380295 0.00247746 0.00498888 0.0289166 -0.0345594 -0.00866019 -0.0550202 -0.0115139 -0.0196026 -0.006593 -0.0163087 -0.0421461
internal_weight=0 92.0497 18.3352 189.807 178.696 18.1027 16.3683 144.659 35.0507 15.8415 12.7102 11.3339 1.37624 34.0376 109.608 1.13168 108.476 12.4709 11.7455 0.948602 0.35648 10.7969 6.8896 3.59194 7.45078 6.5591 0.891683 3.29766 1.73442 0.735585 0.482991 73.7145 18.7326 16.1728 54.9819 10.4241 1.16047 0.785506 9.26361 7.48915 4.1124 6.84238 6.71068 3.60762 1.77446 96.0055 0.815831 0.871273 11.1104 5.35059 4.49302 1.79044
internal_count=183907 39737 7579 144170 134219 7541 6942 111452 24076 6821 5677 5212 465 22767 87376 314 87062 7549 7207 449 106 6758 4489 2405 3296 3022 274 2084 599 275 154 32158 10124 9291 22034 3905 283 185 3622 2957 2840 2753 2716 2576 665 79513 365 316 9951 4145 3669 1019
shrinkage=0.1


Tree=75
num_leaves=53
num_cat=0
split_feature=2 0 4 5 13 4 1 2 10 15 7 7 12 12 13 2 5 4 12 12 5 10 7 7 5 5 4 7 12 14 10 14 1 4 10 0 0 5 0 4 4 13 1 4 4 5 1 2 1 0 1 1
split_gain=0.590723 0.345565 0.326644 0.554811 0.348478 0.337402 0.284143 0.245222 0.240328 0.227777 0.316816 0.224135 0.221435 0.69334 0.278784 0.215473 0.281023 0.247385 0.241165 0.298498 0.26898 0.227994 0.706925 0.213771 0.322874 0.313148 0.205949 0.2005 0.243118 0.23149 0.199539 0.242871 0.230757 0.229001 0.31861 0.219136 0.218517 0.209482 0.196135 0.190436 0.296307 0.258514 0.25076 0.233078 0.435239 0.281607 0.351537 0.254334 0.262935 0.244424 0.221887 0.247967
threshold=0.027337186969816688 0.00077603882527910184 1.2813343455945143 -0.015599098479419383 -0.31267313400885693 -1.072404933072741 0.10268152505159379 0.99557068943977367 0.019779651363803382 1.0000000180025095e-35 0.047438125773907533 0.0090163240299724022 -0.37183285227779583 -0.1884871724270846 0.17495692517563638 0.00064516568090766679 -0.23747700976400812 0.19290948678475225 1.6823483160898738 1.7219625775692871 0.41636485298053932 0.00091752899215292603 0.00028622226938194171 0.007289535512751571 -0.051327787823535941 -0.36092150197718581 1.4527206573327875 0.010118987155518922 2.7155134497883284 -0.40754425755844531 -0.0045995964977557967 -0.38479986490839363 0.97326731681823742 2.1126462130734569 -0.0062781254646275967 0.059219833463430412 0.0006424404273275287 0.015578479924231914 0.85663396120071422 -1.0570658838716895 0.62121588749401679 -0.080993541571767705 0.010778406634926798 0.68619032497442722 1.1150639787573788 -0.032753980591227076 0.87598878145217907 0.06061056815087796 0.0004029977426398546 0.021852961741387848 0.33250017464160925 0.20356213301420215
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 -4 -1 -2 23 9 10 -5 12 14 -14 -6 17 -17 27 -18 -20 -21 -19 -23 25 -25 38 -9 28 -7 -29 31 -11 37 34 35 -33 -36 -32 -3 -27 41 -41 -43 47 50 46 -46 49 -49 -42 51 -45
right_child=1 7 3 8 11 15 -8 26 -10 30 -12 -13 13 -15 -16 16 18 21 19 20 -22 22 -24 24 -26 39 -28 29 -30 -31 32 33 -34 -35 36 -37 -38 -39 -40 40 43 42 -44 44 45 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.0089789331582391663 0.05758643715853104 0.017425117743865286 -0.12383726003556404 -0.0055275655233195786 0.062763447061009989 0.047582014647039421 -0.0092048465918870819 -0.0090592947916401309 -0.097951657499093847 0.038037947756951934 0.081145709877751743 -0.093084634043102688 -0.12081319667352371 -0.012631816604385998 -0.073391576956823065 -0.004019114779485084 0.0144318822310858 0.016874597331320199 -0.11974585198023409 0.010780001222028334 -0.038183045560933881 -0.092470712779930991 0.024222080729976881 -0.0088102672836285496 0.0087560109777529999 0.0011569165580523277 -0.057572542087759651 -0.10930889304125067 -0.061264091294869531 0.015775949360885382 0.14558737696346166 0.036563693014201197 0.041266839171206215 -0.028920318425206128 -0.14044454364723419 -0.042319441352471149 0.020235239484139925 -0.020257944081654544 -0.069366633465662644 -0.023669154302048051 -0.070959263359895414 -0.04044652160896698 -0.0064908622506478844 -0.033566850870865618 0.027785293020971154 -0.0097348880438694677 -0.12588057589713705 -0.0094708097669215646 0.037493984609314336 0.0047910642533578688 0.030401147001791751 -0.11567464053178722
leaf_weight=9.7344948820573318 1.6316549374587332 6.7325652283338959 0.31390757690041837 13.737388213752642 0.65168520717452061 5.3076775370703073 1.0306812278049617 2.0126381924601442 0.20772401272551988 1.6380899463038074 0.41749638540204692 0.3785575126421471 0.62565426918990574 7.5905667427550734 0.1780219249521906 15.539953229897945 38.759887962755897 13.280926624117908 0.20993105094385001 4.010071425975184 1.5377265827191875 0.79063420759848613 1.4369185556088266 16.927849542907097 27.337594447692254 18.903117288470639 1.5415398817021921 0.14698808502180316 0.19886369090090728 1.4477424788383357 0.064219621715890685 2.2391799572196764 4.1533621360213147 2.3623060561585589 0.1958989322301935 0.40202701278758457 0.13367785065383941 1.0956736655316488 0.25372682109082223 18.814522741368847 0.57707531089545527 2.3272534615774125 30.218636790424625 3.4791108407844145 4.1997177331631974 7.2344520476690359 0.13712712124834059 1.6659670460539926 4.1199988258285885 1.4945227691077887 0.4549549048369953 0.39932517219131103
leaf_count=3017 428 4683 40 3295 179 2546 317 3220 48 289 73 152 90 1538 59 8612 26684 5149 110 3636 393 355 752 13229 15345 8496 1086 64 126 758 23 598 744 748 22 188 95 413 196 27719 135 5742 25522 5229 2231 5375 25 749 2053 519 578 234
internal_value=0 -0.00375313 0.0054583 -0.00256642 -0.0229701 0.00861811 0.0318386 -0.0043935 0.00490053 0.00577321 -0.00287358 -0.019386 -0.0161271 -0.0211102 0.0326326 0.0106917 0.00755538 0.0190103 0.0115957 -0.00748252 -0.00286928 0.0119091 -0.0175963 -0.00375658 0.00203754 -0.00629559 -0.0302807 0.0344511 0.0434685 0.00317969 0.0157264 0.0045768 0.0302918 -0.00579228 0.0126607 0.024356 -0.0775496 -0.00903733 0.0141067 -0.00781387 -0.0100709 -0.0143416 -0.00893947 -0.00083651 -0.00779596 0.00233887 0.0224375 0.0132362 0.0239836 -0.0167302 -0.0347587 -0.0425049
internal_weight=0 151.494 128.787 36.3854 9.73839 92.4018 2.66234 148.832 26.647 26.4393 14.1549 9.42449 9.04593 8.21622 0.829707 82.6673 60.0576 22.6098 44.5176 5.75773 5.5478 15.5085 2.22755 145.278 44.2654 101.012 3.55418 7.10127 5.50654 1.59473 12.2844 6.97118 5.31326 5.33309 2.97078 2.64121 0.329577 1.15989 6.98629 94.0258 75.1227 51.3604 32.5459 23.7623 15.9047 11.5713 4.33684 7.85756 5.78597 2.0716 4.33339 3.87844
internal_count=183907 123111 60796 8594 2058 52202 745 122366 6536 6488 3368 2018 1866 1628 238 49185 39435 9750 30823 4139 4029 6256 1107 118060 28574 89486 4306 3494 2672 822 3120 1940 1180 1651 903 786 117 436 4879 84607 76111 58983 31264 17128 13672 7631 2256 3456 2802 654 6041 5463
shrinkage=0.1


Tree=76
num_leaves=53
num_cat=0
split_feature=1 11 14 4 4 2 2 11 5 14 6 5 13 7 2 11 4 2 14 13 5 4 2 2 5 11 16 7 10 12 5 4 12 5 6 5 2 4 16 12 16 5 12 12 13 1 1 13 12 12 2 2
split_gain=0.59983 0.259938 0.2562 0.246788 0.272333 0.382828 0.277511 0.309147 0.407851 0.239974 0.235327 0.301545 0.282303 0.232107 0.230536 0.337356 0.216798 0.214926 0.214392 0.324598 0.246611 0.207286 0.226915 0.206392 0.206651 0.248255 0.20053 0.195138 0.191214 0.217802 0.183015 0.209275 0.177444 0.171289 0.170754 0.169939 0.293153 0.177694 0.169003 0.168649 0.184154 0.167939 0.240827 0.172013 0.650385 0.225254 0.170258 0.16835 0.165824 0.203946 0.396937 0.239259
threshold=0.11374805495142938 -0.10664073209621946 -0.052506574071372859 1.4795058632040154 0.64893314604780827 0.43836720287799841 0.0010845117503777149 -0.0014350876625840606 -0.16812418392222761 0.12316262170215052 -0.23748312565406146 -0.33821494807047842 -0.11809799031402987 0.0021804162580691994 0.070854663848876967 0.0036062178521971298 -0.40869628959771825 0.010659119579941036 -0.092494389638460642 0.098438968066538443 0.34490510407860347 1.4478914075060272 0.0069193886592984208 0.017375463619828228 -0.04843545885421871 -0.0034753400489280005 -0.26165954780772105 0.005861013158573034 0.0099291639868985416 -1.7201996877933752 0.27022841930079194 2.1246176845747837 -0.50486343139218992 0.22108207937339203 -0.1523557563228933 -0.44033674657364152 0.14862085133790973 0.37505443866394267 0.13365293895376665 3.6863215561147173 -0.028656809003232784 -0.55453899867908907 0.14605440962399618 3.6863215561147173 0.033071100657676093 0.99131006002426159 0.19632954150438311 0.14431931364380784 0.74394391533644699 1.6055272225089972 3.6640558391809468e-06 4.5885211875429384e-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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 4 5 6 -3 35 9 17 -7 12 -12 14 15 -10 -15 32 19 -17 -21 22 -4 -6 -25 -26 -19 39 41 -30 -5 -32 -9 -20 -16 36 37 -8 -35 48 -41 42 46 -43 -45 47 -2 -46 -23 50 -50 -51
right_child=2 3 21 30 23 10 7 8 13 -11 11 -13 -14 16 34 18 -18 26 33 20 -22 27 -24 24 25 -27 -28 -29 29 -31 31 -33 -34 38 -36 -37 -38 -39 -40 40 -42 43 -44 44 45 -47 -48 -49 49 51 -52 -53
leaf_value=0.048998010363715712 -0.0012631671396095875 0.034311959113055193 0.01625530667345065 -0.0018235188835160018 -0.015384491787347713 0.0064659685417320679 0.00055146665400138519 -0.066893151660614769 -0.008957690117960845 -0.039988914883750552 0.066318580202446756 -0.049315830689717954 -0.037384578388683191 0.016119229003339858 0.0062839482720780278 0.010492573732456021 -0.0050723158222363823 0.08524908422237007 0.011313024628077558 -0.0033943427295070622 -0.18396831815031045 -0.010310913229083268 -0.002118799186684684 -0.014490768261427584 0.067448536476830551 0.011182379852569873 -0.0051434811726658583 0.015844886468674099 -0.13736367703796704 0.028542464800267505 -0.060807416844164533 -0.01561537934865883 0.00014405707305921328 0.056879509205877365 -0.025209740179643943 -0.013593858888310384 0.071105502005908913 -0.13708750168516776 -0.024430684924773419 -0.042432970934289632 0.079644827781744698 0.0087621132043696603 0.040628768241978835 -0.081333501905995934 0.015974678636487841 0.034418797445660808 -0.089563091142712548 -0.060503475973110267 0.067506477697979406 -0.064006827301474362 -0.10376773685195773 0.017104389176942198
leaf_weight=0.89931390206765982 0.35479178378591203 1.829255792314824 8.5469699856643597 2.506535400341817 3.8490250660015617 1.5152928122397495 2.1211623671842972 1.0271711969871828 8.5908433590596065 3.060084582356466 0.47144694659073139 4.4115441701687805 0.54994900872316044 18.540881550193721 2.3859938110517698 1.4036148176257937 6.5153729962939897 0.23431239151977834 2.3280512692945186 0.13817299178481324 0.15131564912735485 1.8693164396645432 31.215146749077917 3.0115702119283076 0.80437090593478089 17.538564273034346 9.5408230090597481 1.3444062161361214 0.063130194277618901 5.5341912920011955 1.8599996168886717 2.2928505066120124 0.63460677846159441 2.4107106640622082 6.1089272822846441 36.495239408988816 0.62709103699307878 0.080535416269412852 0.27587435517489201 0.19866980965889525 0.27591515898529895 76.975667171046496 0.34608822292648256 1.0034226086318079 0.55707901446294295 1.7094761302505501 0.55242454959079623 0.56532173946834519 0.14414595137350283 0.71730877473601118 0.98123322327228379 0.70831833294505486
leaf_count=434 88 1084 5772 2679 1754 2312 837 546 6069 2820 727 16336 832 8608 2262 758 5780 105 1798 60 15 491 20388 6582 376 8540 8745 341 36 2467 1364 1210 439 1065 7973 25212 362 18 101 53 56 35353 95 211 143 369 134 175 13 82 196 261
internal_value=0 -0.00408009 0.00521826 -0.00441915 -0.00350143 -0.00562429 -0.00411047 -0.0048008 -0.000476663 -0.0151954 -0.028324 -0.0380167 0.0107943 0.00389528 -0.00317747 0.00415802 0.0106091 -0.0085104 0.0209353 -0.00975672 -0.102913 -0.000825346 0.00183621 0.00588313 0.009726 0.013712 -0.00282747 -0.0177444 0.00838924 0.0262467 -0.0231921 -0.0360274 -0.0415594 0.0312958 -0.0163693 -0.0117632 0.0117931 -0.00553014 0.0484255 -0.0269936 0.0288508 0.00716588 -0.0289142 0.00773163 -0.0128961 0.0117058 -0.055712 -0.0228845 -0.0330799 -0.0495796 -0.0811283 -0.0239898
internal_weight=0 144.211 133.663 143.311 136.652 111.448 104.5 102.671 63.3468 14.497 6.94823 5.43294 1.0214 48.8498 23.7935 15.2986 25.0563 11.4369 6.70774 1.6931 0.289489 46.0014 39.7621 25.2035 21.3545 18.3429 9.77514 6.23931 87.6616 5.59732 6.65939 4.15285 1.66178 5.01464 8.49492 39.324 2.82879 2.2017 2.68659 4.89491 0.474585 82.0643 1.2533 80.811 3.8353 2.83188 0.907216 1.1224 4.42032 2.55101 1.12538 1.42563
internal_count=184527 117803 66724 117369 112116 94864 74657 73573 47144 12655 20207 17895 1559 34489 20101 9866 14388 9835 3797 833 75 27653 26160 17252 15498 8916 8850 1493 39071 2503 5253 2574 985 2964 10235 26429 1217 855 1166 1152 109 36568 317 36251 898 687 222 318 1043 552 209 343
shrinkage=0.1


Tree=77
num_leaves=53
num_cat=0
split_feature=14 9 4 5 11 10 8 6 2 11 15 9 4 10 8 12 10 4 2 4 5 10 5 14 14 13 5 9 13 10 15 6 14 13 13 13 15 13 13 9 10 14 14 4 5 8 9 13 9 13 12 11
split_gain=0.562813 0.323623 0.345099 0.292265 0.283534 0.27042 0.193107 0.176653 0.17353 0.166529 0.275468 0.208464 0.222697 0.195634 0.198121 0.19373 0.253474 0.164298 0.241366 0.211618 0.189003 0.180108 0.173578 0.164207 0.181076 0.230039 0.177613 0.162471 0.156609 0.205172 0.154877 0.311647 0.2115 0.221063 0.318207 0.191429 0.155138 0.152402 0.193 0.214703 0.157093 0.153458 0.152275 0.15118 0.231835 0.297953 0.284171 0.286855 0.189893 0.307629 0.224114 0.167185
threshold=0.01550453794745856 -0.017546039376876123 1.4795058632040154 0.25819436131492152 -0.023544988875748279 0.061534037447262428 -0.10686061052444958 -0.13816228780546738 0.021102292463183406 0.0061851012624090616 -0.31863525119808939 -0.052386249744177424 -1.3919842807503087 -0.0018670938739336971 -0.0016030049548257925 -1.8283658567286427 0.016469142444015965 -0.24959896923803046 0.52045518159866344 1.4110257689297534 -0.038172765401165341 -0.019888211081792475 0.22545002805183278 -0.0071477140934824357 -0.29596184199184122 -0.23848798134107843 0.27791807632586824 0.0062681791273265994 0.57433303867363761 0.013226484229313336 -0.13763680693830577 0.24002593909642053 -0.46773361842656097 -0.45975217971647225 -0.27710825963803409 -0.16885277550059855 -0.28227047592358184 0.27597744647881195 0.051392839441907902 0.012868140125096685 -0.0065677570787032015 -0.10048775815943659 0.71251253176980545 1.3198216966718455 -0.03541418131501415 -0.013365802312012459 -0.0088514108834775451 0.17846760877253923 -0.0047887176479794865 0.31152252338496705 -0.31088573029823591 -0.017854894604386957
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 42 3 4 -3 6 7 -5 30 11 -11 -10 23 14 27 16 -12 18 21 -19 -21 -6 -23 24 -13 -26 -25 -14 -8 -30 31 32 -1 -34 -35 -36 -33 38 41 -40 -39 -37 -2 -32 45 -45 47 -47 49 -48 -50 -46
right_child=1 2 -4 5 17 -7 28 -9 9 10 15 12 13 -15 -16 -17 -18 19 -20 20 -22 22 -24 26 25 -27 -28 -29 29 -31 43 36 33 34 35 37 -38 40 39 -41 -42 -43 -44 44 51 46 48 -49 50 -51 -52 -53
leaf_value=0.045408316723503581 -0.018294938517242218 0.031778669759451109 -0.027243633948944791 0.14684009269807657 -0.041563012308914737 -0.06886874671858069 0.0069288019535204016 -0.022722668913531367 0.046601923250738864 -0.053761135369448314 -0.00061481901702223709 0.053802874290594452 -0.025920712117437784 0.0049048344564826081 -0.00075603375545758736 0.015096327651032922 -0.2261748374717584 -0.016030922892954588 -0.057741899569393997 0.026741747891465772 -0.015694980460701335 0.0048104527798084936 -0.028380925468463204 0.080876638873728438 -0.088977564532408904 -0.024722108848297585 -0.017777152704097094 0.0035094138421768589 0.093295719556617238 -0.037327981996664719 0.011141644891599032 -0.069759817590097861 0.099426023869023619 -0.092326864268017755 0.06537445346443814 -0.0073994055641182126 -0.01777961473292362 -0.020832366246333625 -0.015611460167465889 -0.086033101415784144 0.045353231144015106 0.053256943243774238 -0.088511130302737925 0.048255180036540751 -0.0019768111682714577 0.031363188824429143 0.048210932067112085 -0.12495155303063887 0.034920607803156443 -0.062142894807389354 -0.029750417186175493 0.014807950753021996
leaf_weight=1.1108183876876854 13.035070506683038 1.9462832647623134 5.5626124923655871 0.17125320140621625 0.9531820109523349 0.43377491944283875 22.2492529254414 0.084803056597599347 0.86549994818233145 0.62059207213860546 0.14197758284171769 0.21955927012459175 7.138105448275498 30.712369142281549 19.762010485024401 12.934029871790015 0.05923944762616884 23.15629553624013 0.71177265960616765 2.3884937971743057 1.8459424161228515 21.63651014600919 1.6817490504345176 0.27350482833571632 0.67261151389720941 3.0339025862995186 0.47627310882307938 2.5370247995997488 0.42839823446411074 0.15358899433340412 57.377534707774799 0.81698637355293646 0.19451837856831744 0.36947222024900739 0.41374106514740372 1.3147903893641339 1.9004952573977778 0.52785331645327449 2.2070778752586198 0.52472523942924443 1.0477976535457854 0.5909555584112266 0.3002380836769597 0.70722090570416174 10.703778029997924 0.15051971157663491 0.99112394246185409 0.43308396132124471 0.59618051350116719 0.32050904091011034 4.3306275741251765 13.289797991012161
leaf_count=336 9788 921 4464 25 509 154 11186 53 471 260 130 90 5637 24440 14025 8043 10 35124 2889 633 655 15104 901 119 340 1371 237 1587 169 50 33081 270 77 111 159 537 647 250 1131 227 624 311 263 185 1988 35 209 56 138 53 767 3687
internal_value=0 -0.0055361 -0.0032213 -0.00149887 -0.0055306 0.00780929 0.0093013 0.0928325 0.0039266 0.000438142 0.0104358 -0.00165762 -0.00231441 -0.000677186 -0.00650047 0.0135367 -0.0798683 -0.00692727 -0.00106102 -0.0122738 0.00825366 0.000641799 0.00239704 -0.023294 -0.0314663 -0.0367477 0.0192392 -0.0182111 0.00829372 0.0587397 0.00669972 -0.00447717 0.00515779 -0.00115557 -0.0041944 0.000950733 -0.0337552 -0.00351178 -0.0126392 -0.0296021 0.0231954 0.0117247 -0.0199904 0.00808572 0.00252023 -0.0127698 -0.0192039 -0.0848978 -0.0128368 0.0207794 -0.0218283 0.00732414
internal_weight=0 96.7392 83.4039 77.8413 54.3202 23.5211 23.0873 0.256056 179.366 79.4467 13.7558 65.6909 64.8254 60.1495 29.4371 13.1352 0.201217 52.3739 24.9832 27.3907 4.23444 24.2714 23.3183 4.67585 3.92607 3.70651 0.749778 9.67513 22.8312 0.581987 99.9196 11.0192 8.30175 7.19093 6.99641 6.62694 2.71748 6.2132 4.63755 2.7318 1.57565 1.90575 13.3353 88.9004 31.5228 7.52927 6.82204 0.583604 6.23844 1.31163 4.92681 23.9936
internal_count=184527 82888 72837 68373 56736 11637 11483 78 101639 56760 8443 48317 47846 45689 21249 8183 140 55815 19403 36412 1288 16514 16005 2157 1801 1711 356 7224 11405 219 44879 4680 3763 3427 3350 3239 917 3080 2206 1358 874 848 10051 40199 7118 1443 1258 91 1167 262 905 5675
shrinkage=0.1


Tree=78
num_leaves=53
num_cat=0
split_feature=2 14 12 5 4 5 5 6 2 6 0 6 9 15 12 11 12 6 13 6 11 2 5 0 6 14 4 11 12 9 15 15 2 13 5 15 15 5 13 7 2 12 12 7 13 4 2 0 14 12 13 4
split_gain=0.52489 0.336589 0.310277 0.263554 0.318712 0.255693 0.436381 0.280998 0.238813 0.240429 0.195081 0.18641 0.322157 0.200013 0.21389 0.191148 0.213728 0.204735 0.2008 0.204638 0.186062 0.18345 0.180186 0.169366 0.322733 0.392514 0.429253 0.268997 0.201847 0.238042 0.22743 0.199668 0.206378 0.408905 0.430871 0.309922 0.25119 0.260732 0.279705 0.245931 0.221736 0.36876 0.219489 0.214944 0.197486 0.19663 0.19189 0.197866 0.18947 0.174933 0.308427 0.172405
threshold=0.31416980922222143 -0.36527760062769926 2.4839299887526871 -0.48986738203785324 0.35874075095985236 -0.075838044617105388 -0.032753980591227076 0.18231202748337896 0.00028268506866879767 -0.0046466416816979524 0.017945881932973865 -0.246672518169926 -0.0011102567654313314 0.18837569343708907 0.24175493300406992 -0.016343023610952617 0.42859364630242719 0.1636222934778673 0.12265578491062154 -0.11454401766928089 0.010599663153669728 0.99755054712295543 -0.13435611786855231 0.00030238796898629522 -0.26558134748287637 -0.22999457940816789 0.32525658332309254 -0.0030217339042123005 0.26042006974332149 0.016595597700678293 -0.052319930276198294 -0.20314236049982834 6.3744879298610626e-05 -0.05762958718651922 -0.06177035502149314 0.1549771520052475 0.054970604418801569 0.30573194465807435 0.085061847571531082 0.00019178699275424255 0.00010533893146202901 0.69710438717658751 -1.0000000180025095e-35 -0.0039601196023055117 0.14431931364380784 1.4478914075060272 3.0508758754876911e-05 4.8201127356151126e-05 -0.12341171776357954 2.3286911872327987 0.14990905213454037 1.4479182887617477
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 -5 -6 10 -8 -4 -10 -7 -1 22 15 -15 16 -14 -18 19 -17 21 -12 -13 24 49 26 27 -26 30 44 -28 -27 33 -33 -35 36 37 38 42 -38 41 -34 -36 -39 -30 -43 47 -45 -49 -3 -51 -25
right_child=3 23 8 4 5 6 7 -9 9 -11 20 12 13 14 -16 18 17 -19 -20 -21 -22 -23 -24 51 25 31 28 -29 29 -31 -32 32 40 34 35 -37 39 43 -40 -41 -42 45 -44 46 -46 -47 -48 48 -50 50 -52 -53
leaf_value=-0.017574901959229963 0.040936788073079024 0.057841801963385876 0.070706821304604608 -0.031308743946250661 -0.035075644526423103 0.12201126474553943 -0.026540386088905372 0.0011114509453537533 0.047796825777437518 -0.059500020547853243 0.036743570736133276 -0.061996728452704611 0.030671632233352022 -0.040245973886742448 0.04220138669319435 0.069264117114320511 0.0095479308154324365 -0.072707862101497517 0.080223979158831643 0.013154673131558464 -0.036650044495350614 -0.040516906262842441 -0.001836554120835204 3.5381682222334356e-05 0.042143116761846164 -0.061114042169126893 0.0070532765103492844 -0.062040464650408668 0.010260839997468796 -0.16702874984946903 -0.1484881558638583 0.051475211398522562 0.1373313059884789 0.06831099715758393 0.0080215684117357269 -0.12800390110495469 0.077749941754404708 0.087458085420299536 0.0056271844721846632 -0.032752174836600673 0.020310628145428705 0.045446801648330232 -0.10437745870741975 0.054736494736269882 -0.064804542318533429 -0.10860861050612897 -0.095174078654037084 0.035218191239400162 -0.077350689625267921 0.067919836037506995 -0.075763112894453324 -0.010515222219291109
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internal_value=0 0.000973416 0.0147057 -0.012879 -0.0144638 -0.0081296 -0.00376523 -0.0116812 0.0478811 0.00439951 0.0256029 0.00907145 0.0139706 0.0232408 -0.0120008 0.029446 0.0124015 -0.0199805 0.0439743 0.0304425 0.0204124 0.0288993 -0.0148298 -2.3879e-05 0.00946434 0.0039538 -0.0263103 0.0174964 -0.0555907 -0.0365967 -0.110543 0.0126088 0.0149154 0.00227196 -0.0114325 -0.0227465 -0.0156037 -0.0285254 -0.0558713 0.0336023 0.0293585 0.0763725 -0.0834231 0.00203564 -0.0241833 0.00458997 -0.0146838 0.0041613 -0.0329186 0.0431823 -0.00555701 -0.000802791
internal_weight=0 245.755 16.6229 30.7621 29.8946 21.7443 18.7306 14.7622 2.3941 0.831373 3.96846 14.2288 12.0261 9.10033 1.35999 7.74033 3.57675 1.28953 4.16359 3.0554 3.78595 3.30333 2.9258 229.132 17.3681 14.9453 3.3156 1.33114 1.98446 1.4965 0.487952 11.6297 11.2904 6.03113 4.72781 4.15139 3.9065 3.09986 1.6283 0.806639 5.2593 0.82767 1.12018 1.47156 1.3855 0.38878 1.24287 1.0206 0.592412 2.42285 0.562751 211.764
internal_count=184564 142507 5675 42057 41322 20901 13013 10860 494 243 2153 5181 4502 3170 443 2727 1045 348 1682 1267 2050 1735 1332 136832 3551 3181 705 358 347 252 95 2476 2370 701 560 394 371 297 155 74 1669 155 97 142 236 94 119 93 60 370 66 133281
shrinkage=0.1


Tree=79
num_leaves=53
num_cat=0
split_feature=2 3 9 11 8 3 12 12 5 5 2 4 4 5 5 5 14 0 5 13 11 3 8 9 13 5 12 9 5 3 13 4 12 2 3 12 9 12 6 5 6 4 3 0 14 12 6 11 11 5 9 14
split_gain=0.444798 0.344032 0.315011 0.287813 0.210362 0.238777 0.231694 0.31462 0.213369 0.213071 0.208076 0.203019 0.287135 0.299789 0.252658 0.247983 0.228125 0.223237 0.188887 0.178177 0.16523 0.162164 0.170753 0.226377 0.195163 0.49458 0.202848 0.174997 0.296979 0.19823 0.205202 0.181114 0.183171 0.208303 0.176126 0.175299 0.17247 0.170884 0.161422 0.213037 0.394374 0.213518 0.226052 0.180144 0.164289 0.160136 0.159198 0.15562 0.155503 0.162856 0.179825 0.154848
threshold=0.47875228524208074 -0.73943286683061149 0.072159319408613268 0.078296202921950497 0.0028573025838408012 -0.77529835968743999 1.8818667332129053 1.7609891524424059 0.35433133351280932 0.15635702990657127 0.0050242089200764903 0.35874075095985236 1.4527206573327875 -0.075838044617105388 -0.032753980591227076 0.25381266027462474 0.50637339786933899 0.017945881932973865 -0.46006062560450262 -0.93816824088513007 0.010599663153669728 0.407789868535474 0.0048838686199529973 -0.01254349175410119 0.33678028111331731 -0.48986738203785324 4.0523634252254679 -0.030234974967638429 0.095965654811517545 -0.49004569531825831 0.37532090428203169 0.6733977920541584 1.9232855009400776 0.00046197811025194829 -0.30529727786779398 2.8336678550915382 -0.0062272819833337706 3.838798525805923 0.49129373034163532 0.02917487193513418 -0.046675478971111815 -1.2792883242076554 -0.51098124065902073 0.030027895234525207 -0.33247803404515136 -0.88237174061329837 -0.35299250635884799 0.0025582342959965766 -0.010208791448032379 0.29255953240880578 0.00058539468886007124 -0.34796615590570984
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 19 4 6 8 7 -1 -6 -9 -7 18 13 -13 17 -16 -14 -15 -2 -3 -19 22 24 -24 -21 51 27 28 45 30 -29 36 -33 35 -31 -34 -32 -36 39 41 -41 43 -43 -4 -40 -27 -23 -17 49 -8 -51 -26
right_child=11 2 38 -5 5 10 48 9 -10 -11 -12 12 16 14 15 47 -18 20 -20 21 -22 46 23 -25 25 26 -28 29 -30 34 31 32 33 -35 37 -37 -38 -39 44 40 -42 42 -44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.0065693179447763074 0.023123872464165286 -0.072057387287418395 0.041260161851138122 -0.088054885757006762 0.038659359520355388 -0.081396525635777525 0.043274556007303469 -0.0024974187657000658 0.11230842172383336 -0.16061772086796644 0.042036076128890459 -0.031485866503782482 -0.019511766359077868 0.13841496767956948 -0.051321099168927589 0.038221875667457827 -0.082965646145711058 0.033193477934531986 -0.037537942723342051 -0.0030791448390454722 -0.032319536936741541 0.073454805675554166 -0.0073638712866117353 0.0078236966172496158 -0.18577747668146727 -0.10357868048844042 0.073082567505495272 0.056219838389476945 0.046196580311673702 0.046649737782540029 0.071839153292985874 -0.1055335077000609 0.093420876149270804 -0.10028278155553301 0.012799552875595345 -0.051709484766806368 -0.029319734595013875 -0.11953586020702396 0.12224958670772662 0.024239084795357534 -0.06998527968765865 0.084161175408513686 0.0039668036578968903 0.13355451882659988 0.004732236281009692 -0.023124019027850672 -0.023531335841602337 -0.0030281270098603584 0.049339682599669331 0.014004428820590284 -0.12671294133215724 -0.050095104257731962
leaf_weight=7.3693034740373893 0.56572892060103175 0.33162346988862523 0.73834726901259251 0.24332611005229487 2.2357059689288699 0.26214902177889676 0.32703757630770303 0.15324044078624854 0.4718846266841864 0.17600599791330751 0.25125268605188467 2.4485773158003239 5.932535581463525 0.16370398307481382 0.91199192861130995 1.0804389643817556 0.6121105886704753 2.6608985512048098 4.5944618181467574 147.74930965503955 0.43516813019232348 0.15954674732165575 12.545775533379809 44.865021172394108 0.081946668680757284 0.35753224652944471 0.48883142527483769 0.2952605741738904 0.4322822879121303 1.6132558346454935 0.24006096260927723 0.44914681067530182 0.17687075963840471 0.1693719951872481 13.926597128488689 0.13045341086399276 0.47016962544148544 0.080813906053664009 0.28976390717798495 1.2098782403481889 0.67900041168832093 0.39720203058095638 2.3165704639959586 0.29524574904644396 0.19646829966040957 0.76946668622259196 4.1795343554925344 5.4616582842645585 2.0796421663180809 0.18547493862570263 0.15466118074255064 0.76331736090287705
leaf_count=2771 523 354 168 65 995 59 141 67 92 19 105 6849 4743 85 2376 619 309 1425 15338 89518 282 154 7762 28204 12 188 62 144 236 860 186 114 28 36 8566 23 335 23 87 369 298 59 684 102 142 405 5320 2323 612 24 16 287
internal_value=0 0.000813842 -8.59748e-05 0.0160873 0.0180523 0.0403308 0.0111261 0.00220375 0.0521373 -0.0908842 -0.0215988 -0.0132044 -0.00856549 -4.62846e-05 0.00717885 -0.00298867 -0.025653 0.0303201 -0.0308314 -0.000681978 0.0238547 -0.000573536 -0.000204498 0.00450357 -0.00181183 0.00734123 0.0105943 0.00893021 -0.0230027 0.0117873 -0.0183165 -0.032223 -0.0609418 -0.0166661 0.0155257 0.0323516 0.00578251 0.0118871 0.0222684 0.0173585 -0.00996531 0.0311134 0.016171 0.0694182 0.0765888 -0.0498476 -0.0196829 0.00386863 0.0359598 -0.00594272 -0.0530656 -0.0667693
internal_weight=0 250.308 236.399 13.9097 13.6664 3.22099 10.4454 7.69855 2.70759 0.329246 0.513402 24.8673 19.7071 13.1624 10.7139 7.45409 6.54465 3.25977 5.16019 230.276 3.09607 229.945 225.605 57.4108 168.195 20.4454 19.6001 19.1113 1.55928 17.552 1.93133 1.63607 0.925843 0.476696 15.6207 0.307324 0.710231 14.0074 6.12248 5.63624 1.88888 3.74737 2.71377 1.03359 0.486232 1.127 4.33908 6.5421 2.74682 0.667174 0.340136 0.845264
internal_count=184564 149692 144726 4966 4901 1251 3650 2857 1087 86 164 34872 19011 13959 7110 5318 5052 1792 15861 142817 1707 142463 136989 35966 101023 11505 11206 11144 829 10315 866 722 201 87 9449 51 521 8589 1909 1680 667 1013 743 270 229 593 5474 2942 793 181 40 299
shrinkage=0.1


Tree=80
num_leaves=53
num_cat=0
split_feature=2 11 8 8 16 8 7 0 5 14 12 7 13 4 13 12 0 8 5 6 5 2 0 12 2 0 5 14 14 2 4 16 2 11 0 8 5 8 7 8 14 16 14 0 16 8 12 13 14 5 8 16
split_gain=0.630256 0.37296 0.346217 0.316379 0.385173 0.230256 0.228489 0.310968 0.231814 0.223753 0.230714 0.218535 0.217798 0.200842 0.191079 0.212089 0.188752 0.182319 0.179828 0.179797 0.178877 0.172098 0.171151 0.169127 0.160958 0.209263 0.1422 0.223218 0.226657 0.179273 0.141498 0.191968 0.140877 0.140671 0.16266 0.139172 0.138935 0.156651 0.155763 0.164603 0.136506 0.213632 0.214865 0.192651 0.164983 0.160142 0.233627 0.24142 0.213626 0.208257 0.159256 0.15815
threshold=0.00024747950374148791 -0.017048187140176887 -0.0014180843421058764 -0.011218355277028141 0.06859406059635903 0.013416547530869303 -0.011710415933237239 0.0005117829132359476 -0.25167134153791609 0.0069908549374019186 2.9658835767501333 0.055806259735657178 -0.66074391339388083 0.74798783745253117 -0.44308792324782831 0.58236045251003732 9.2212543677305816e-05 0.0252233352667765 -0.49910747045729575 0.46426463229438109 0.49159107478119646 3.0508758754876911e-05 0.0006424404273275287 4.0523634252254679 0.96967899799346935 0.011351765133440496 -0.073009008301995887 -0.019386457562339521 -0.46773361842656097 4.5885211875429384e-05 -1.5495422739697129 -0.12734112900027383 0.54290911555290233 4.864315153370054e-05 0.0012769218301400544 -0.010955760205818713 -0.061767171753495019 -0.0028765174870268757 0.002934119485935889 -0.0047554473507531074 -0.048352749991738851 -0.075563905937164499 -0.17803570409940242 0.00077603882527910184 -0.16530258359054054 0.00069680085464630384 3.4126847524524928 0.0059383530366258347 -0.19631479403582688 0.29255953240880578 0.0046328966801645914 -0.0038936964637270879
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 16 20 -5 13 -9 12 11 17 18 -8 15 -2 21 -11 -4 -19 26 -1 -18 24 25 -12 27 28 -3 -29 31 -14 -16 -20 -35 -10 37 -28 40 -40 41 42 -38 44 -44 46 47 -43 49 -47 -42 -50
right_child=2 5 9 6 -6 -7 7 8 35 10 23 -13 30 -15 32 -17 22 19 33 -21 -22 -23 -24 -25 -26 -27 36 29 -30 -31 -32 -33 -34 34 -36 -37 38 -39 39 -41 50 45 43 -45 -46 48 -48 -49 51 -51 -52 -53
leaf_value=0.11405811959235211 0.034963753208251729 -0.055410075960535946 0.075528135599720603 0.043266161213250748 0.09793193763907522 0.081024302954907826 0.029520687780708245 -0.1212818314418168 -0.14040902424037238 -0.0022742017508208634 0.11969224936098014 -0.030037106783518654 -0.11302903715853177 -0.078825442718643779 -0.0061930414948501711 -0.060419759333507565 -0.058933723745203143 0.017098964823506025 -0.086857806994067255 -0.072953118609111425 -0.038152512103816316 -0.0095507216635608693 0.0036892925221446772 0.040703591832981827 -0.057176135532301581 -0.021733616185194364 -0.04925204410055261 -0.085735534411008743 0.051324589304263063 0.026294007019936894 0.007093025607727229 -0.0092192039046562375 -0.026734560975550648 0.072536471791219234 -0.039380096045578294 0.004167908671244832 0.029799707703020928 0.02730208024380304 -0.025606625411559503 0.012911611090225365 0.0084466143285892512 0.0050414938558080036 0.036840544817600421 0.014524504106925748 -0.067738964664410081 0.047397785314946171 -0.022170609555170279 0.047379100203658604 0.10720440030642951 -0.092428272466582875 -0.0872930018607357 0.025439754096796992
leaf_weight=0.25826932350173581 1.8712676781219664 0.19802644496303479 0.12223066079968692 0.42950441926404881 0.45271215393586306 0.54981757090990768 0.18513004462420068 0.15306669124947836 0.051102365818224693 49.91750200409254 0.095315085043694014 2.5262293970708916 0.19437410160026036 1.4133024646889678 101.46931996869978 0.24970105751481231 0.47359819209304976 7.3154003415190791 0.47196921863769492 0.21150950364699372 0.56845221368712273 0.18607318931390182 3.9006366276998961 0.31080561921044125 1.5859236563428565 1.4303696960087107 0.67376270497152291 0.23718094545984669 3.1913258583267634 0.31137313838007685 62.47861201556691 1.1412417456194806 3.4367698846604062 0.1435101527513325 0.66467333286982466 2.1442920279118876 1.9253708050473508 0.42128789909475972 1.5498837064349116 3.7795107796264338 3.0720512891693548 1.9428654027524315 0.17373170625796774 0.94928594214616169 0.78693828741780503 0.33073826642612392 0.81002825662289968 4.4066488122298324 0.85732492279930728 0.13588524211081676 0.16652290258934943 0.34251998110630655
leaf_count=17 1613 86 41 100 71 108 98 60 10 47712 55 1335 85 161 66136 305 85 5205 350 342 110 29 833 195 1124 1113 157 100 2111 327 41250 520 6228 35 1041 480 437 94 425 716 625 389 27 276 104 85 145 968 95 16 20 62
internal_value=0 0.0119644 -0.00206676 -0.00493627 0.0115497 0.0179188 -0.0247601 -0.0323219 -0.00901642 0.00142996 -0.00280032 -0.00135525 0.00554159 -0.066092 -0.00626815 0.0233296 0.00310722 -8.50953e-05 -0.0332001 0.0144042 0.0165734 0.0639034 -0.00329984 -0.0279857 -0.035037 -0.0116343 0.0177827 0.0352814 0.0448345 -0.0233039 0.0064019 -0.0256 -0.00687036 -0.0444649 -0.0183848 -0.000287028 0.0146707 -0.0198341 0.0164654 0.00166241 0.0214199 0.0261005 0.00635715 -0.0173309 -0.0485039 0.0346501 0.0280267 0.0344741 0.0625159 0.00480012 0.00307872 0.084568
internal_weight=0 37.0282 235.637 9.64769 5.27129 27.3805 4.3764 3.94689 2.34846 128.61 63.3931 59.9706 65.2166 1.59843 107.027 2.12097 4.81858 57.4444 1.40238 7.52691 26.8307 0.444343 4.37423 3.42241 3.11161 1.52568 26.2623 3.93791 3.38935 0.548554 63.8142 1.33562 104.906 1.28015 0.808183 2.19539 22.3244 1.09505 21.2293 5.32939 15.8999 12.6613 3.83533 1.90996 0.96067 8.82601 7.15954 6.34951 1.66647 0.466624 3.23857 1.19984
internal_count=184112 9427 174685 1944 1035 7483 909 809 550 100403 57081 54594 43322 259 74282 1918 964 53259 1467 5547 7375 46 918 2487 2292 1168 7265 2624 2197 427 41855 605 72364 1426 1076 490 4641 251 4390 1141 3249 2604 844 407 131 1760 1502 1357 258 101 645 157
shrinkage=0.1


Tree=81
num_leaves=53
num_cat=0
split_feature=3 6 12 12 10 15 4 15 11 12 8 8 7 15 4 11 8 5 6 6 9 3 3 7 7 14 9 8 12 7 12 9 12 12 9 11 7 9 5 14 12 6 7 9 12 6 5 10 12 6 9 15
split_gain=0.40597 0.260617 0.248221 0.293971 0.286652 0.296873 0.242442 0.212433 0.304212 0.196779 0.263193 0.223239 0.193836 0.188529 0.218756 0.205909 0.189314 0.188274 0.195039 0.18714 0.20836 0.204213 0.177161 0.176518 0.194505 0.171114 0.170166 0.333691 0.204852 0.213197 0.165614 0.164766 0.162739 0.158824 0.158084 0.157998 0.153192 0.190114 0.148394 0.224826 0.147362 0.176811 0.257436 0.173301 0.168484 0.145898 0.151174 0.144326 0.207432 0.161284 0.151384 0.147865
threshold=-0.13157338579185304 0.19297188238818627 1.0773307269491865 0.74394391533644699 0.0011464057725524028 -0.031056934877490196 0.52604143514580148 0.061460107273895455 -0.031335870435931119 0.34497144859421675 -0.016333793304662957 -0.0079547882010071579 -0.002691818208143171 0.094860002779119448 1.4282020682522976 -0.0041869060756152734 0.0039265469896901896 -0.061767171753495019 -0.24275684003263251 0.49129373034163532 -0.0046755392444976411 -0.49004569531825831 -0.34646197524853045 -0.0048631172529449282 -0.0031335047131362619 -0.11826776791463295 -0.012932453430844738 0.047261870001798538 -1.3473287709681563 -0.043910427588321803 -0.56753822705607104 -0.032442012033406527 0.42859364630242719 -1.2966656764437803 -0.0052779137222972649 -0.023544988875748279 0.11266940472070366 0.12379578391586597 -0.57343349797682164 -0.12849650769039203 -1.4045408535535235 -0.10646621421402265 0.023402964516651654 -0.017546039376876123 -0.38579236090661945 0.19966159345964965 0.42246310755754923 0.014024590422798229 -1.084555946208775 -0.11223337617168018 0.0022157711522785609 0.12802604285066418
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 12 -7 8 45 11 22 40 -5 16 15 23 -9 32 -19 20 21 -10 -11 33 -25 -16 27 28 31 -30 -18 -13 -12 -15 -23 -2 37 -28 39 -37 43 47 -43 -1 -44 -3 -47 49 -49 51 -51 -42
right_child=35 7 -4 4 -6 6 -8 13 19 10 17 26 -14 14 25 -17 30 18 -20 -21 -22 34 -24 24 -26 -27 36 -29 29 -31 -32 -33 -34 -35 -36 38 -38 -39 -40 -41 41 42 44 -45 -46 46 -48 48 -50 50 -52 -53
leaf_value=-0.060485047723162481 0.007264713985407705 -0.086311058994558765 0.020661772620735531 -0.142592794820734 0.032152633449901054 0.026747640240128559 -0.050635249487506223 0.014148248610809995 0.043543021188901687 0.12680996851476367 0.051607433625332259 0.011958982431728892 -0.044155349235423039 0.071215768323463255 -0.018602245696062485 -0.013506912380691042 0.0030556432790546759 -0.0035992902715832839 0.053585144282110857 -0.056064472740620819 -0.0085205071513267273 -0.0080768961757623735 0.031017707697921157 0.12417770422722932 0.031983164766530986 -0.1203960311396662 0.013171068103843307 0.082585197310566155 -0.11668937001741163 -0.00043004013254197129 0.10197433376934206 -0.11810864572364473 -0.026957819884904172 -0.021614806074890899 0.075827778243439697 0.065456654144930293 -0.077121209871490792 0.091503009441609606 -0.0033569549035119581 -0.065826883594757496 -0.021790135293826243 -0.0087925060122163376 0.07370598712609254 0.046164958842843662 -0.045536007684222952 -0.0080728657755682904 -0.14812421834440656 -0.061677251179794702 0.046787900148127975 0.018887352201414392 -0.22538985980700377 -0.081273397523634577
leaf_weight=0.16834140279024723 14.582135426269586 0.64612355418649048 14.827381205061554 0.351428129033593 0.69715400236782432 0.75141477819124591 0.84005937071015069 1.5480166430161246 1.6933310352796977 0.37938782389392145 0.31536949902874756 0.12908439309103414 0.48966630592440274 0.21041754128964385 0.71032568911323324 2.1860024610723485 0.2387689427123405 0.92930588124727398 1.6370913574501162 0.65539438549967499 13.473102244207892 2.4874599027108957 0.40546305516363634 0.25533559703035291 1.581813024068651 0.20116179261822242 20.399857382911719 0.3043866821535629 0.15580154119015843 1.7476732482191422 0.57320415186404705 0.34452437188338136 1.2565462722486698 0.944681320601376 0.22906745732189948 0.14251574472291395 0.1674243277811901 0.29762938726162147 171.08514819437033 0.74661081888916569 3.0709811108881699 3.6104038177254507 0.66363506370817049 0.86431673748302162 0.13096207142734773 0.75402154947732924 0.068585405657358933 0.23977553930308204 0.54478003642361716 0.033209756657014977 0.063495253873952606 0.47169485683843948
leaf_count=55 6510 96 7806 118 452 532 351 323 315 109 259 42 251 28 63 612 83 245 742 296 2729 733 144 31 360 25 11988 107 29 805 86 132 938 183 55 45 29 60 140894 439 1289 2021 361 459 77 290 16 86 193 23 21 176
internal_value=0 0.00562234 0.00956439 0.00558863 -0.0237967 -0.039947 -0.0142059 -0.00217622 -0.00778986 0.00799774 0.026627 0.00523988 -0.0873638 0.0111042 0.00177532 0.00976182 0.0349852 0.0163848 0.0329948 -0.00429559 -0.00234506 0.0164812 0.0790878 0.0267405 0.0458533 -0.0429224 0.0105278 -0.013122 -0.0258941 -0.0109276 0.0735681 -0.0834995 -0.0107987 -0.00388961 -0.000559301 -0.00272356 0.0135757 0.0143742 -0.00357115 -0.0439219 -0.00738237 -0.011575 0.00261087 0.0280571 0.0534923 -0.0513218 -0.0226071 -0.0256546 0.0130131 -0.0340128 -0.151508 -0.0300726
internal_weight=0 84.7451 56.2882 41.4609 3.12972 2.43257 1.59147 28.4568 20.0071 38.3311 4.92316 33.408 0.841094 8.44973 6.08974 5.17825 2.35999 4.13831 2.5664 18.5384 17.883 4.40986 0.784851 2.99225 1.83715 0.911487 23.5464 2.68147 2.37708 1.90347 0.811973 0.473609 1.57192 1.1551 2.71653 186.556 20.8649 20.6975 171.974 0.889127 9.8616 8.82894 4.405 1.03266 0.794597 1.46873 0.822607 4.42394 0.784556 3.63938 0.096705 3.54268
internal_count=184112 36224 29900 22094 1704 1252 883 6324 4530 20390 2437 17953 369 1794 1302 1214 492 2184 987 4128 3832 1103 253 602 391 88 13192 1115 1008 834 169 174 1197 211 788 147888 12077 12048 141378 484 4761 4247 2459 514 438 402 306 1788 279 1509 44 1465
shrinkage=0.1


Tree=82
num_leaves=53
num_cat=0
split_feature=1 2 10 4 1 6 0 16 2 16 8 2 0 0 0 13 16 5 5 11 0 5 0 6 13 11 11 2 16 1 5 4 10 2 10 10 5 6 10 8 10 6 8 5 13 4 16 9 0 6 2 16
split_gain=0.592237 0.448776 0.232942 0.207769 0.441114 0.205992 0.346157 0.276637 0.270628 0.262859 0.242171 0.208729 0.243928 0.184714 0.183608 0.183504 0.182861 0.241663 0.216162 0.211945 0.25417 0.195273 0.190361 0.185399 0.171369 0.171088 0.167445 0.178327 0.217628 0.214361 0.171985 0.223746 0.196049 0.168387 0.327453 0.163374 0.1784 0.190333 0.164605 0.163054 0.161782 0.161257 0.163063 0.16047 0.234635 0.166857 0.162063 0.160085 0.157871 0.157029 0.153293 0.150406
threshold=0.20356213301420215 0.00010533893146202901 -0.0073520526652685924 -0.044215390627082511 0.65267792344093334 0.27862366397231225 0.0006424404273275287 0.029595675827784943 0.0050242089200764903 -0.086488157341571961 0.082109157614935119 0.0087321326136589068 0.0032134379725903277 0.048131968826055534 0.11844803765416147 -0.4013327411119042 0.048322603231077246 0.41359166887382615 0.27022841930079194 -0.011994278913079887 0.026115574873983863 -0.067821899139175149 0.010494932532310488 0.19573786580507371 0.54350495238097862 0.023557797484705115 9.9944055703013386e-05 0.019175410270690921 0.16586569700471496 0.032680653035640723 0.41359166887382615 1.4479182887617477 -0.031455473855395953 0.022424804046750072 0.014919679128185316 -0.012949434883019469 0.41359166887382615 -0.15954684156252522 0.042864052423684462 -0.0067984826382545931 -0.013677048890830693 0.28276134231118161 0.016427773290757754 -0.26622759980307675 0.059441843734497103 -0.87082042429540885 -0.018399566465812114 0.020226837180618542 0.0016769295907579365 -0.22853743711932509 4.5885211875429384e-05 -0.088198332432630186
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 8 10 9 -3 13 12 39 43 -14 -11 17 18 -13 -19 22 23 51 -18 49 -16 35 28 29 -28 31 32 -29 34 -32 -23 38 -38 -37 -8 -31 42 -9 44 -7 46 -45 -15 -39 -20 -6 -21
right_child=3 5 -4 -5 50 7 11 41 -10 15 -12 16 14 47 25 -17 21 19 24 20 -22 26 -24 -25 -26 -27 27 30 -30 40 33 -33 -34 -35 -36 36 37 48 -40 -41 -42 -43 -44 45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.024952382966600368 0.0067514995898650234 -0.095595037322443871 0.079871852428124557 0.0045449761155600173 -0.10020771842170365 0.021595979698952921 0.012009172866874866 -0.045387172253387301 0.044996100320746114 -0.083007804400269947 0.057147726512617764 -0.0065290708121212744 0.011858332086173788 -0.0035096249934891974 0.038602516258438059 0.030939405476745015 -0.014861248424999566 -0.035752066225992016 -0.047592075106768938 -0.035770207752490291 0.017449746212585163 -0.021484333184796794 -0.03128686124256537 0.017535651450500799 0.070742249082671502 0.15905055660940057 0.049351871221128121 -0.061421557115631055 -0.091981525669738329 0.058539461176296798 0.030045925948406299 -0.028362316072525734 0.013337025261811505 -0.0080081141629725888 -0.20106298353418561 0.0084527281611158894 -0.0088229286308528516 -0.099022373330086108 0.08599633930315019 -0.041972403998292544 -0.045701220295086352 -0.029797052665694958 -0.1838476207545518 -0.1194136482090475 -0.054111716424014161 -0.021170289779223684 0.0022997879948497084 0.053057350125165305 0.062020080235406255 -0.017302459861120272 0.037638728300576428 0.040398046796202153
leaf_weight=0.26152676038327627 18.143372511833551 0.2670977044626851 0.96147113517781579 74.689002452993464 0.065245045558184667 1.1073017444159634 0.93047129876140422 0.25295323659520352 2.6895962155758752 0.15090276110640832 0.5802988610248575 64.618091364951482 9.8677342744485905 2.4853298635807737 0.68953876755222232 0.86764630969264489 10.850479244516917 1.1314267565358029 2.0851519037023527 0.35436211718479171 9.5522225461918406 1.1164686275315023 2.2443486700376525 2.0938863793489864 0.18243773036374555 0.13028438540641218 0.41632610368106115 0.34203424073530442 0.40502182357158734 0.15639791942157888 0.10852165978576422 1.5250880254243373 14.983446383194037 6.2901402745956148 0.11234310944564641 7.7182611717032028 0.56309658166355836 0.047679574054200091 0.26659060312567806 1.362406508920684 1.0987111147237554 3.835342241793569 0.12499913817737252 0.45047727966448292 0.62624956386571273 0.81077277584063068 0.14190776034956798 0.60820839309417341 1.8438273215888328 9.4783760445216068 7.0395348629413661 0.8483400335644522
leaf_count=77 9983 69 294 34294 46 402 519 153 853 33 249 66344 6006 2298 556 343 12970 556 1133 103 4497 564 712 1188 90 7 239 139 113 42 33 1514 10825 2531 5 4696 190 10 122 739 417 2963 57 135 244 868 48 544 637 6258 5916 250
internal_value=0 -0.00250559 0.0574202 0.00719799 0.0150375 -0.00294672 -0.0020202 -0.0161505 0.0270484 -0.010599 -0.00366469 -0.00277644 0.00934792 -0.00947388 0.0156972 0.0129347 -0.00389814 -0.00657832 -0.00880104 0.00542956 0.00905739 0.000959295 -0.0141694 -0.00960402 -0.0212714 0.0606835 0.00465826 0.000121288 -0.0278356 -0.0114955 0.00262527 0.00795737 0.0116 -0.0111585 -0.0936697 0.0146301 0.0185221 0.0420106 0.0112251 -0.0201415 -0.0320822 -0.0362338 -0.0973209 -0.0265068 -0.00602251 -0.0514264 -0.0910315 0.00784895 0.0570854 -0.0228283 0.0361284 0.0177638
internal_weight=0 169.636 1.223 99.9372 25.2482 168.413 157.389 11.0238 3.97524 1.28565 6.81055 153.414 12.9804 6.23025 10.6876 1.01855 140.433 90.4948 76.3641 14.1307 12.9993 49.9383 3.44705 12.9444 11.746 0.819823 36.994 25.438 2.07646 1.67144 23.3616 16.8506 15.3255 6.51101 0.220865 11.5559 10.4395 2.4546 7.98485 2.29288 1.25511 4.21329 0.377952 3.13671 1.73355 1.40316 0.592385 3.09354 1.89151 11.5635 7.10478 1.2027
internal_count=183874 133635 371 50239 15945 133264 125303 7961 1298 445 4788 124005 7827 4539 6569 376 116178 79943 73825 6118 5562 36235 1065 14158 7481 563 22077 15858 811 698 15047 12478 10964 2569 38 6219 5655 837 4818 1258 459 3173 210 1697 646 1051 183 2842 647 7391 5962 353
shrinkage=0.1


Tree=83
num_leaves=53
num_cat=0
split_feature=3 12 15 9 10 13 3 8 10 0 13 7 15 12 8 14 10 15 5 13 7 13 3 9 3 7 14 15 15 7 15 12 12 5 7 3 7 9 12 12 8 8 9 0 5 12 8 3 5 15 5 10
split_gain=0.605075 0.310772 0.238408 0.213711 0.212549 0.30004 0.209824 0.196981 0.194072 0.185797 0.260123 0.233597 0.227914 0.208728 0.196919 0.180756 0.212161 0.176887 0.1868 0.172162 0.194481 0.170315 0.26096 0.167247 0.162966 0.160961 0.176806 0.158259 0.235241 0.166465 0.198078 0.157574 0.196184 0.188505 0.150336 0.145317 0.202532 0.290708 0.14348 0.157788 0.179448 0.143055 0.203869 0.174818 0.139573 0.138334 0.137644 0.134118 0.248803 0.214459 0.155084 0.149406
threshold=-0.25069062877446407 3.0427758429733034 -0.044903411953367639 -0.0018200637852982793 -0.0049598967640648141 -0.71831843217409441 -0.61037512449547637 0.0066577247961596454 -0.033609925604930237 0.0012769218301400544 -0.070214607631766235 0.038812251454098189 -0.047349447058105253 4.0523634252254679 0.0015154623533805735 -0.19159012874096462 -0.048127867730420236 0.087623009454897802 -0.36092150197718581 0.071888802620843864 0.0054204958633164218 0.65760530271097517 0.048865067772567279 0.0098193449228080442 -0.18038024660199878 0.011417223372818383 0.066015792206141649 -0.062855189903466543 -0.067076376183835065 0.0038510004736622646 -0.058846772683290922 -0.23414913704837767 -0.76677417702969752 -0.52681771535252619 0.012300024554178781 -0.70507352514323418 -0.00075337806454494531 0.0070283049585822353 -0.80318893694199567 -1.3807032833076478 0.0012348170551647612 -0.0060575093127299721 -0.0038007793772561606 0.00077603882527910184 0.26696926871995269 0.18232114677857827 0.0045121868384820586 -0.19989124778658149 0.39625461778614296 0.16952789705186724 0.41543199428503791 0.019779651363803382
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 8 5 -4 7 15 -3 10 12 14 -2 21 19 16 -7 18 46 20 24 47 -23 44 -12 26 -8 28 31 30 -29 32 33 -1 -27 36 -6 -38 39 40 -14 -26 -43 -44 -15 -22 -17 48 51 50 -50 -11
right_child=9 3 4 -5 35 6 25 -9 -10 13 11 -13 38 23 -16 17 -18 -19 -20 -21 45 22 -24 -25 41 34 -28 29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 -42 42 43 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.086330307809662971 0.069864645681020854 -0.10118751479812152 0.11520782454669287 0.01697812980966466 0.0046213558711722261 -0.14772019888605892 0.020831568995156716 0.018006075838273496 0.070002892108492323 -0.010656806141879471 0.058765446421835704 -0.083759489768419237 0.064880157458732754 -3.5841294860185684e-05 0.036477682392288657 -0.031481252059234285 0.0091053230464539399 -0.07245172616780321 -0.0051422849771155512 0.0088089140750012927 -0.025930087171567071 0.034988682347808636 -0.043745735507671427 -0.024005893257861493 -0.0648376209509888 -0.10434440351345441 -0.061735279267979663 -0.10243799093638335 0.064374632541421339 0.01224972887543406 -0.023192983128705963 -0.014092318457034401 0.038679880998107749 0.0037400123719256283 -0.0045379968280959129 0.013853316231981775 0.029757865647484977 0.091076860861111567 -0.013568067984289564 0.062985260428534542 -0.10369108432570072 0.083096870601797795 -0.060907882509613299 0.055365331313717174 0.079150082468250921 -0.15286422651015386 -0.16336041383956421 -0.0020000150480079921 -0.15497126429348707 0.078269072694538921 -0.049327429773386271 0.05212732438478606
leaf_weight=0.22720460552954769 1.1947097477750506 0.053946962216286809 0.22391287259233905 2.2828277342741776 1.8766631398084426 0.072765534972859203 8.0076149153537592 1.7018776005315883 1.6698449348641586 5.5204781472792765 0.25358854314072221 0.28935473961610103 0.097035311381659994 0.31539950207479595 1.5736835072502797 0.20790149633467048 1.8867318114771472 0.94247423757951754 1.5993023274604692 3.9767514925561045 0.17288635317527212 2.4510339092666977 0.49183496148702932 0.33609349872131122 0.54555201091716277 0.14461305551958625 0.2513257050886758 0.39942229817097552 0.56533934008621045 0.82008331734959927 1.3636612872205651 4.9790564218101281 1.6856546053295458 4.5551356094283628 2.1993263195890904 13.787253432410187 3.4271092782319093 0.99426929062792613 0.93669390750892467 0.73656174571078736 0.12577920907642692 0.20417291891499167 0.43994124085838693 0.1646690110428608 0.73870720310515026 0.17180839046341134 0.12215180433122441 189.37673865792755 0.1459257725655333 0.10307527282930085 1.2593272668236748 0.38948465496650886
leaf_count=51 309 11 48 596 617 20 3123 624 532 3239 86 92 33 227 482 76 562 341 712 1209 78 1697 454 97 162 51 103 143 238 432 525 1869 808 2029 919 6929 1430 366 341 202 34 51 154 70 218 47 10 150868 29 26 341 163
internal_value=0 0.0104814 0.00840777 0.0372603 0.0126319 0.00452103 0.00295803 -0.0111206 0.0636771 -0.00120031 0.0115153 0.00175476 0.035974 -0.00188931 0.00524086 -0.0214088 0.00201884 -0.0373089 -0.0196423 -0.00313294 -0.0273155 -0.00215956 0.0216482 0.0364818 -0.0122577 0.0116369 0.0181931 -0.00243143 0.00240746 -0.0247976 -0.0419806 -0.000747033 0.00953652 -0.00083992 -0.0114273 0.0196321 0.0322087 0.0438535 0.0141736 0.0410159 -0.0309031 -0.0261393 0.000788705 -0.0285701 0.0558452 -0.09355 -0.086087 -0.00251749 -0.0156917 -0.0516956 -0.0620785 -0.00637669
internal_weight=0 56.0475 52.0409 4.00662 37.4453 17.36 17.1361 6.5332 1.72379 212.011 10.8832 7.79241 3.09078 201.128 7.50305 4.83133 1.9595 2.87183 1.92936 5.92937 1.95262 199.738 2.94287 1.3902 1.60792 10.6029 8.25894 14.5956 12.0124 2.58317 1.76308 11.4471 6.46799 4.78234 2.34394 20.0853 6.29804 4.42138 1.89607 0.959376 0.222815 1.35434 0.808783 0.60461 1.05411 0.344695 0.330053 196.795 7.41829 1.50833 1.40525 5.90996
internal_count=183874 23165 22026 1139 15931 6589 6541 2345 543 160709 3350 2431 919 157359 2339 1721 582 1139 798 1857 648 156817 2151 542 523 4196 3226 6095 4995 1100 668 4757 2888 2080 970 9342 2413 1796 610 269 67 437 275 224 445 125 86 154666 3798 396 370 3402
shrinkage=0.1


Tree=84
num_leaves=53
num_cat=0
split_feature=2 8 4 8 12 10 14 10 6 6 2 12 12 13 12 9 9 14 10 12 1 4 8 10 7 14 12 4 12 2 14 7 12 6 9 8 1 12 8 2 9 6 2 14 14 8 8 8 9 9 12 12
split_gain=0.457198 0.308472 0.2437 0.220539 0.271402 0.195446 0.188201 0.207074 0.188183 0.26602 0.438215 0.386225 0.286787 0.22037 0.19907 0.258701 0.240314 0.250315 0.183614 0.247047 0.186132 0.282967 0.192369 0.184633 0.182224 0.178367 0.174628 0.343343 0.618266 0.291092 0.232173 0.534084 0.22431 0.220479 0.217238 0.231437 0.199671 0.194499 0.320845 0.206572 0.323608 0.204662 0.281153 0.356979 0.291037 0.296896 0.267111 0.264471 0.274823 0.320129 0.223607 0.325852
threshold=0.0024906499311327939 0.082109157614935119 1.53542062334697 0.082109157614935119 -1.2501904132059805 0.053315806899508177 0.50637339786933899 0.0044714735323554845 0.26066202452910742 0.28276134231118161 0.06154997646808625 0.22333146116328981 1.6427972283792269 0.28236994828018874 0.054259412058528141 0.030946053135591685 -0.0029213706206949151 -0.19159012874096462 0.0059538205324116819 -1.3368482785486029 0.36190281808376318 0.27369032149824557 -0.018509150969977659 -0.031455473855395953 -0.1482880741943273 0.0035368771832786435 -0.20405044909224598 1.4479182887617477 -0.29535478723809416 0.002285117632709444 -0.51259378074713824 -0.0058383602988735916 -1.1010491859148661 0.26240506966743177 -0.020685133036573659 0.0014221989768579159 0.99685788154602062 0.20269185337043141 0.036812889550106399 1.7722447410051249e-05 0.0022157711522785609 -0.073897489472453531 0.00024747950374148791 -0.46773361842656097 -0.36527760062769926 0.0033883775030424286 0.0039265469896901896 0.00096780754040509556 0.0075507563000188115 0.00051414952530983598 1.273948296295049 2.8336678550915382
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 -5 26 7 -4 18 10 11 14 -13 -12 15 16 17 -10 20 -20 -2 22 23 -22 -21 -14 27 29 -29 30 31 -1 -31 37 -32 36 -36 38 39 40 -28 -39 44 -44 -43 47 -47 48 49 -46 -51 -52
right_child=2 -3 6 4 -6 -7 -8 -9 9 -11 13 12 25 -15 -16 -17 -18 -19 19 24 21 -23 -24 -25 -26 -27 33 28 -30 32 34 -33 -34 -35 35 -37 -38 41 -40 -41 -42 42 43 -45 45 46 -48 -49 -50 50 51 -53
leaf_value=0.046859379860335837 -0.0049177794599157051 -0.1360324290507961 -0.032320544612501008 0.068267230358011841 0.0036097007035442706 0.11238805126752954 -0.073836824185342279 0.0032857259254186438 0.061924962258640984 -0.0027515303591912408 0.0066269007119972335 0.041172282303784509 -0.011809855526966867 -0.077293830884542836 -0.16282720091410144 -0.12001590168765644 -0.0040527823159965844 -0.093346499394305241 0.024527453112546758 0.090974841229742781 0.063119335654100356 -0.008742904022665544 0.020061512957176262 -0.041751781280392579 0.00094830378003141278 -0.16421409698144496 0.0072549857585267668 0.00023922487311033204 -0.10711587108525922 -0.029819077922310196 -0.064725735507519463 -0.11158663075841427 0.11378295754104498 0.050162873650071271 0.0034932078959254765 0.03672206647685667 -0.070930289476704392 0.015070636219298683 -0.12851470935139306 0.017203244579297266 0.096419965295745133 0.046127401866021524 -0.07915064338973353 -0.007366699310110577 0.0086437515120508322 -0.14185157563572517 -0.020910582679103205 0.046454520871676473 0.05673932383693947 -0.065470016594340624 0.031444674958877671 -0.055496984974622243
leaf_weight=0.34128767658421566 108.5620849190766 0.13275656950645398 3.4897932135245346 0.96079660632131014 1.9357682801801264 0.15928589539180293 0.59463557371418563 3.0512978755687072 0.10495442208775785 11.979048616334238 3.1163551721300853 0.63783759958016606 0.19376877535978565 0.33002822783600994 0.20713840091411828 0.5775583531212759 0.85140160121000308 0.89143813478676825 5.2008560838376061 0.2084767074265973 0.18780879435144016 7.9647910338685497 10.31146702359888 0.92778511521464746 41.238956564595526 0.1129629396564269 0.71780725319152228 1.5112248545738114 0.81401555507909407 0.14045580345737108 0.40802587470625162 0.51477947172861327 0.38517815656905519 1.2994663041527008 6.5490507022900601 2.1702999312806242 0.36383692275376223 16.158152590806814 0.11703916414080584 4.8592005617183531 0.9319287796079152 1.8079476859793455 0.73663268298968887 8.5741081943469926 8.7123265417203637 0.19958036086245456 1.2078826082506564 1.5915211050778442 0.8770341066374393 1.0778057345214631 0.9468409926003003 0.76234906265199243
leaf_count=113 88760 32 2882 348 924 76 280 2579 46 8678 1794 248 76 101 36 147 377 314 4006 87 81 6078 7889 532 32868 23 117 521 165 114 260 163 190 618 4013 1360 390 5922 13 2193 87 366 227 4636 2147 32 253 305 162 205 204 149
internal_value=0 0.00705824 -0.00262637 -0.00196617 0.0253394 0.00739271 -0.0207571 -0.0157466 -0.00237696 -0.0118227 -0.0272487 -0.0516763 0.00316995 -0.0017612 -0.0712462 -0.0623083 -0.043309 -0.0762003 -0.00134787 0.00402191 -0.00330581 0.0057148 0.0157899 -0.0233909 0.00143954 -0.073801 0.00709954 -0.00314073 -0.0378656 0.00433459 0.000587573 -0.0487475 0.0756878 0.00977189 0.00511936 0.00837594 -0.000593959 0.00868925 0.0246076 0.0277 0.0581099 0.00620722 0.000795194 -0.0131846 0.00837585 0.00388909 -0.0395999 0.00831553 0.00335211 -0.00080011 -0.0301912 -0.00750422
internal_weight=0 64.0678 203.637 196.501 2.89656 63.9351 7.13573 6.54109 193.605 19.0025 7.02344 3.57706 0.944569 3.44638 2.63249 2.42535 1.84779 0.996393 174.602 46.6483 127.954 19.3919 11.4271 1.11559 41.4474 0.306732 63.7758 13.1982 2.32524 10.8729 10.3473 0.856067 0.525634 50.5776 9.49121 9.08319 6.91289 49.2782 6.62598 6.50894 1.64974 42.6522 26.494 9.31074 17.1833 15.3753 1.40746 13.9679 12.3764 11.4993 2.787 1.70919
internal_count=184187 25033 159154 153413 1272 25001 5741 5461 152141 11840 3162 1267 347 1895 920 884 737 360 140301 36961 103340 14580 8502 613 32955 99 24925 7289 686 6603 6299 276 304 17636 6023 5763 4403 17018 2410 2397 204 14608 8686 4863 3823 3457 285 3172 2867 2705 558 353
shrinkage=0.1


Tree=85
num_leaves=53
num_cat=0
split_feature=2 3 11 8 0 6 8 7 8 16 7 8 16 15 11 0 0 10 2 8 11 8 10 6 11 16 0 0 15 14 10 2 9 3 9 8 8 3 16 8 9 16 14 14 15 9 3 15 16 15 0 2
split_gain=0.437344 0.258178 0.290521 0.239872 0.19441 0.368733 0.303122 0.190783 0.187577 0.169253 0.169109 0.283532 0.184394 0.207269 0.20638 0.171128 0.161717 0.159532 0.192528 0.243274 0.215268 0.201745 0.192223 0.165923 0.238385 0.176168 0.174667 0.165333 0.16677 0.157513 0.153236 0.149354 0.144762 0.142881 0.141316 0.18146 0.205017 0.245859 0.157364 0.146209 0.139361 0.173273 0.137605 0.177612 0.136436 0.135812 0.167414 0.290382 0.133665 0.221862 0.131221 0.129517
threshold=0.002084672800265253 -0.88658642004884303 -0.0041869060756152734 -0.0097243460692326682 0.003475445089861751 0.25103207554053558 0.059352207988212204 0.0078152781119751203 0.00017814320295892841 0.051555417334432772 -0.036385440225263542 -0.0038321599760157894 -0.088198332432630186 -0.18690396303378917 -0.00025592196432319979 0.020873204804956916 0.000398805073928088 0.0030136051760608381 6.3744879298610626e-05 0.0032786983154964302 -0.01437773630441257 -0.0029851490670517 0.005419413761883104 -0.045102215663342569 -0.017854894604386957 -0.083089160997045261 0.0079612294211983698 0.0053605507127940663 0.034894890328703208 -0.38479986490839363 -0.0058457437157868842 0.13453858345746997 -0.0023129430987372623 -0.96178885941480974 0.0011034198156798841 -0.0034032736261349777 -0.00026177711794482685 -0.20709120575338599 0.0071403833157393133 -0.029058585058055302 0.0091118758981053732 -0.022571400217199059 -0.18244916867414354 -0.088518948805266437 -0.084330688059345071 0.0059754680446139812 -0.73943286683061149 0.022119245225689702 -0.11905704590519509 -0.019529968846722416 0.00077603882527910184 0.00012960931053385141
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -2 -7 50 9 16 -6 12 13 14 -12 -15 33 18 19 20 23 -22 -19 27 25 30 40 -3 -29 -21 -25 -14 -26 -1 35 -24 38 -38 -37 -36 41 -27 -17 -44 -31 46 47 -23 -35 -50 -5 -10
right_child=4 17 3 7 10 6 -8 -9 51 -11 11 -13 31 15 -16 42 -18 22 -20 29 21 45 34 24 32 26 -28 28 -30 44 -32 -33 -34 48 39 36 37 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.041234205944306102 0.016228400445103413 -0.012300483521403264 0.079265337032872238 -0.12172356999181258 0.0077441108047323617 -0.031751689118814028 0.058630830249528747 0.033924459686201371 0.086303327960921064 -0.084005531015977672 -0.018375605519741302 -0.0013682369753365948 -0.0049107732051823115 -0.041476295765355935 -0.089387294229900355 0.024240178102381448 0.040353231419040264 0.042907602890512042 0.0014578466870119175 0.065018549856110566 -0.0020107763363147934 0.092834932279321242 0.012803042068566202 -0.022734597566126211 0.014708806835077907 0.049994149350052926 0.088020521371228705 0.060145073535399732 -0.016798126248263625 0.064623030673557985 0.086594164438805576 -0.021033594513013537 0.10407514900696907 -0.1393575016063083 -0.027032975958509925 -0.014202688796142213 0.075696489785424231 -0.052872066406827511 -0.14573759207587364 0.035408382096264859 0.079752938048186228 -0.04060550248551438 -0.045368762895693353 -0.0036214441425828979 -0.036282233023728537 0.067014228608691412 0.0079718949258742056 -0.042209758966920925 -0.11345187057679576 0.022910804978126188 -0.026281018930174028 -0.010716949629843608
leaf_weight=0.1995781496152631 12.449993415715651 1.2910234924675026 0.090772270541492617 0.58044631130905955 12.957872395039429 3.0140737651753962 0.40641925351519592 0.11817429319398798 0.34019996845654521 0.28957111602721841 0.81825301998196664 121.0203980791585 38.898729556521118 1.9673807912608916 0.82481849463783763 1.091819082319488 0.53228109204383145 2.7773675173848442 29.255664166606721 0.18439180537825439 6.3827218718220173 0.60087300361192308 1.9918222044270808 0.79405196455627447 0.23710416139147128 0.37480402801156765 0.66275227447476925 0.93957470818713751 0.38997691361328179 0.129800867396625 0.1347175181617789 6.7281755715780482 0.85180056954050509 0.12385543602613325 0.42583359129275811 0.15254088911024155 0.22823960545065347 0.35900886858689762 0.22395917569519952 2.5496017406258034 0.29617025531842955 0.4392990447813645 1.361684599301723 3.9161372942387542 1.6418539194373796 0.65353347447489785 3.2360954804289541 0.202759672254615 0.17035735554964049 0.31429010017564063 0.20493684034590842 0.21783349166798871
leaf_count=95 5902 251 53 171 8899 805 87 52 75 83 647 102897 25160 1075 444 732 251 1100 15457 31 1374 56 734 108 46 39 77 215 102 22 17 9033 69 21 191 57 64 155 58 991 28 57 1077 3841 281 93 683 32 43 86 106 164
internal_value=0 0.00728142 -0.0203707 -0.0646772 -0.00238529 0.00824069 -0.0207674 -0.0803756 0.000119891 -0.0170506 -0.00327549 -0.00408461 -0.00999408 -0.0222971 -0.0545927 -0.0158307 -0.00168469 0.00882005 0.00658603 0.0142939 0.0180363 0.00956932 0.0212747 0.0325975 0.0459364 0.0296796 0.0480132 0.013125 0.0376519 -0.019026 -0.00556137 -0.00729545 0.0851593 -0.0296448 0.0110474 -0.00443846 -0.0396629 -0.00215429 -0.095459 0.0263656 0.0231312 0.0012808 -0.00781709 -0.0145073 -0.0283266 0.0252666 0.0182515 0.0585883 -0.0533974 -0.0273171 -0.0979405 0.0492606
internal_weight=0 60.5896 3.1823 0.99433 205.456 15.8705 3.42049 0.903557 2.18797 1.62993 189.585 176.627 55.607 9.98009 1.64307 8.33702 1.34036 57.4073 48.699 19.4433 17.4873 11.076 8.70837 6.41127 3.7907 2.7018 1.77303 2.62058 1.32955 1.95605 0.928769 45.6269 1.0889 0.808081 5.93101 2.95557 0.963749 0.587248 0.3765 2.97544 1.11027 0.814103 6.36964 5.27782 1.77165 4.69326 4.03973 0.803633 0.608503 0.484647 0.785383 0.558033
internal_count=184187 23588 1200 382 160599 6794 892 329 818 579 153805 144906 42009 7816 1091 6725 496 22388 19038 3581 3247 2238 3350 1009 441 326 201 568 317 334 125 34193 115 245 2250 1068 334 219 115 1182 124 96 5650 4918 303 864 771 88 150 129 277 239
shrinkage=0.1


Tree=86
num_leaves=53
num_cat=0
split_feature=2 4 4 14 3 7 11 12 7 14 12 6 7 7 0 15 12 3 1 4 4 3 8 8 6 15 2 2 0 8 12 15 11 11 0 11 8 8 2 1 4 3 11 15 0 1 7 8 1 3 2 11
split_gain=0.281268 0.244442 0.308704 0.277816 0.297486 0.233987 0.217353 0.178627 0.310308 0.241563 0.231809 0.231279 0.227055 0.209411 0.198566 0.187279 0.175707 0.175026 0.173641 0.167805 0.164294 0.159337 0.157747 0.15677 0.195139 0.179353 0.166421 0.153758 0.569168 0.179592 0.219296 0.256431 0.198555 0.153071 0.151666 0.350956 0.218347 0.178541 0.175155 0.173568 0.157965 0.151496 0.267842 0.161992 0.161614 0.148674 0.151399 0.145451 0.156456 0.174448 0.144668 0.142394
threshold=0.0091919074766337889 1.1881237945252632 -1.0987164179996876 -0.094596088685042531 -0.0067363698035478583 -0.0410226432360054 0.0032284959296941945 1.8447228000079627 0.0082029251529347671 -0.049660948800166367 0.71950606409705775 -0.064595324421455241 -0.0063115981257326299 0.0044771488659305992 0.000398805073928088 0.030417565058749787 2.3803901071206419 -0.05897976923733949 0.00088152001262642454 -1.5845862527367227 -1.0570658838716895 -0.70507352514323418 -0.004881745434926736 -0.052329128654719108 -0.24275684003263251 -0.035626936259443208 0.059693334624171264 3.6640558391809468e-06 1.7617821868043396e-05 -0.029058585058055302 3.5344059213226231 0.03710526728601754 -0.047433969828363072 -0.064698922215818314 9.2212543677305816e-05 -0.0085897529840432262 -0.0021805288808422279 -0.00078336211380661009 0.00064516568090766679 0.81446409225463878 0.81762180618574332 -0.81507440315908741 -0.0064321608108634807 -0.074621846589231475 1.7617821868043396e-05 0.84566703438758861 0.0034982630136970714 -0.0025778347129957182 0.77753600478172313 -0.10093817114830016 6.3744879298610626e-05 -0.001247273197806319
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 19 27 8 10 -10 -5 -12 -13 15 -15 16 -9 -8 -4 -2 -20 -14 -7 -21 -25 26 -26 28 -3 30 -29 32 -32 -24 35 37 47 38 -22 -40 -38 -37 44 -44 -43 -39 -47 -36 -49 -50 -11 -17
right_child=5 3 18 4 -6 22 17 13 9 50 11 12 21 14 -16 51 -18 -19 20 23 34 -23 33 24 25 -27 -28 29 -30 -31 31 -33 -34 -35 36 41 40 45 39 -41 -42 42 43 -45 -46 46 -48 48 49 -51 -52 -53
leaf_value=-0.030968946815247124 -0.057209812763332639 -0.092464017769183726 -0.073298969663546265 -0.026227785200374217 0.040440130806806807 -0.0084391663491590312 0.01070432324579032 0.1000357713164199 -0.039938944642114761 0.096209513007707137 0.0010741953237591458 0.057894798634478412 0.010185234469364774 -0.12616268393073241 -0.016419316865671801 -0.0025427672765564457 0.015866357554182468 -0.13477669530865055 0.080245314971182757 -0.013634982581280259 0.077816967853307217 -0.11325040637165501 0.034452473028034336 0.060921246616921193 0.05241844884259339 0.0017378249382682444 0.0096555779328732771 -0.034708940523826268 0.04175497106842016 0.0055561623314952097 0.10035025523616846 -0.057661651457969365 -0.04545491442382131 -0.0019034203386427686 0.0040669141495528636 -0.037315614441186799 0.015277897562819899 0.044954078760071181 0.057677884861138451 -0.097294875659600655 0.06259008440726456 0.043980190052879467 -0.039807706777250144 0.057199146807847837 -0.073092245689911503 -0.08458553854883262 0.067718056356163833 0.010901560581627473 -0.11655933711358607 0.023450417900822265 -0.01915568269026274 -0.11005656018507447
leaf_weight=1.854714500994304 0.33409214498351403 0.34197459183633983 0.2292386824856284 2.8482035296710801 0.80876159350918797 45.654772123371345 0.13540130741239409 0.32804880648836909 0.36899845415973687 0.36805880105384847 0.33540398601326149 0.084118322811263968 0.11187437092303287 0.19872328493511293 0.72271339162398363 0.6923824986879481 0.90973118304282252 0.185525588793097 0.3214150039566438 1.8597344376630633 1.7382105763099391 1.1444307776073399 1.1516131302396377 0.93707674745382874 1.7557935246850296 5.4049092637278315 1.8895671904483604 2.4210287157620836 2.6313858686116873 17.51996760206384 0.38340638438239694 0.2260563246672973 0.11039443864137855 122.14841186544029 25.954779794136243 0.76087426899357558 15.79508747435472 0.43828384889275174 0.15059890353222716 0.10931664281815756 0.72367056377424965 0.14982631727980344 0.19301729415747115 1.0287190606304633 0.40640034069019748 0.22167165970495262 0.074866842580377124 0.33768600825896911 0.30825621772601153 0.11527457078500447 0.14418180075881537 0.13248589841714409
leaf_count=619 174 27 234 795 434 33637 28 91 92 23 160 25 27 21 213 182 249 15 96 1020 298 220 559 409 715 3500 1614 591 324 4803 70 49 42 102779 16198 248 10093 133 38 37 1098 29 50 244 76 79 35 261 171 139 114 43
internal_value=0 0.00454498 0.00889529 -0.00213676 -0.0168922 -0.00245344 0.00353717 -0.0224923 -0.0333057 0.020654 -0.0438559 -0.0732324 -0.0915986 -0.00282486 -0.0420078 0.0148864 0.0392632 -0.0760311 0.010413 0.0109223 0.0108323 -0.10227 -0.00341883 0.0129257 0.0178868 0.0133214 0.0304052 0.00467338 0.0258649 0.00160423 -0.0203479 0.0276269 0.0673115 -0.00155899 0.0103434 0.0263337 0.00838372 0.0510812 0.0664698 -0.0095376 0.017415 -0.000474229 0.0155031 0.0415258 -0.0411758 0.00866069 -0.0444943 0.00279182 -0.039794 -0.0790368 0.0641796 -0.021749
internal_weight=0 84.0652 50.9119 33.1533 9.19812 181.136 23.9551 8.38936 5.40527 0.881239 4.52403 1.67583 1.34042 2.98409 0.921437 2.06265 1.23778 0.320927 49.0572 12.1812 48.828 1.25631 168.955 11.8471 9.98735 9.05027 3.64536 23.6342 2.97336 20.6609 3.14089 0.719857 0.493801 123.3 48.5065 5.27179 43.2348 2.73295 1.99813 0.259916 16.5188 2.53884 1.77796 1.22174 0.556227 0.734822 0.296539 26.716 0.761217 0.423531 0.512241 0.824868
internal_count=183221 38814 30176 8638 2689 144407 5949 2255 1456 229 1227 432 272 799 234 565 340 43 29557 7432 29323 247 136975 7258 6238 5829 2329 5906 351 5555 752 161 112 103338 29227 1267 27960 620 373 75 11191 647 399 294 105 247 114 16769 571 310 137 225
shrinkage=0.1


Tree=87
num_leaves=53
num_cat=0
split_feature=2 7 15 10 7 8 10 11 15 6 9 11 0 11 7 1 9 6 12 15 7 8 12 6 9 6 0 2 15 0 1 2 1 11 7 0 9 9 3 0 7 6 1 0 12 2 1 11 0 6 11 15
split_gain=0.217885 0.186652 0.189597 0.263073 0.176433 0.17343 0.172812 0.21109 0.163155 0.182281 0.15586 0.150195 0.192508 0.178915 0.162756 0.149808 0.263656 0.163702 0.16347 0.149263 0.147866 0.140893 0.135644 0.131958 0.175617 0.130418 0.147828 0.127292 0.124629 0.124491 0.122365 0.121205 0.119691 0.119514 0.168777 0.162136 0.117291 0.115731 0.113785 0.142834 0.112047 0.116444 0.110524 0.10939 0.180059 0.172535 0.144571 0.108779 0.16836 0.178685 0.236983 0.108775
threshold=0.0091919074766337889 -0.024159528429595938 -0.077674412623140079 -0.10416058573529506 -0.0045936809363670951 -0.029058585058055302 -0.0054473351001458727 0.047202674548435873 0.058846737604983552 -0.33574814514498807 -0.016825090158974199 -0.037844017947803864 0.027211068198084835 -0.012863659309514473 -0.0020626659228507654 0.0050572585314512261 -0.0025753536790160229 0.20653275795609069 1.6823483160898738 0.44171063770493518 -0.079478284313763553 0.0050082593418569231 -1.1091417341398746 0.58809973304825847 0.030946053135591685 0.15440312571590678 0.0019062857027165594 0.99557068943977367 0.13635325984404797 0.067220360040664687 0.99239736795425426 0.046191502362489707 0.00088152001262642454 -0.064698922215818314 0.14642696611810505 0.035252440720796592 -0.015199069919064901 0.012485171525746632 0.11817956715822221 0.25816975533962255 0.005714336378216704 0.25850380743316242 0.99131006002426159 0.31511521339416509 3.4126847524524928 0.99470978975296032 0.0015953584224916997 0.005723942138050375 0.0014679003506898882 0.17513946470173447 -0.025021556018590976 0.28482497137190305
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 31 51 11 47 19 -9 -10 -5 12 -1 14 25 16 27 18 22 -8 -7 -19 -18 32 -25 26 -13 -6 -24 42 -15 -2 -22 35 -35 -17 40 -31 39 -38 -34 -42 -14 44 -20 46 -46 48 49 50 -4 -3
right_child=1 4 6 10 15 20 7 8 9 -11 -12 13 29 30 -16 33 17 21 43 -21 23 -23 28 24 -26 -27 -28 -29 -30 37 -32 -33 36 34 -36 -37 38 -39 -40 -41 41 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.031816007650025575 0.02489648850976782 -0.0082155477822303501 0.068121181225265712 -0.0088272904360917458 -0.034395610890221119 0.079805230149645981 0.013358032578425275 0.0067926333113147545 0.089520720859479319 -0.10655960463081678 0.026004475545986495 -0.056257486513405654 -0.011110561178003041 -0.0070680963116878416 -0.066202518085184847 0.079342708289256741 -0.057529808088523149 -0.0092874535875561888 -0.034679534917282533 0.10374372792199155 -0.06169439839811855 0.030962236770136937 -0.001707755437972581 0.028279410671821048 -0.15711301156354041 -0.038103541134987463 0.060159085280335825 0.021909759101323558 0.047844231911005293 0.056478521193521439 0.088180493089127315 0.1594930849835059 0.0065439038546482283 -1.3677505987412656e-05 -0.043274729707245718 0.0013603137463397731 0.0045312044487223549 -0.032937410709343078 0.03443258538961496 -0.065617297275104805 0.05561591042937189 -0.0065065227224192267 -0.091275557638617028 -0.0567138580801409 0.1183152417565345 -0.043495972373497324 -0.055720994338569696 0.0068979755747024963 -0.013448854136181991 -0.12806477490340354 -0.11706814143599859 -0.037366940610012521
leaf_weight=1.5746975682886843 0.11373388554784458 37.445252451676339 0.145866771308647 1.7765961777977279 4.5443104832672843 0.24934288417716644 6.8021065613602305 0.40004749838226406 0.040913364151492715 0.3474449952627765 4.5534845188990429 0.14002326765330531 0.37657940010103608 2.6784214011263416 1.1611537716444216 0.42707508193416177 0.37505498367954704 1.4029169655684648 1.1364076749696326 0.17070886688088638 0.24709462988354758 2.2426119521174144 5.0496151688480477 0.083937730345495676 0.096963947336917045 0.86453486870050256 0.34552748936766875 0.4284552411804724 0.54657401640906744 0.28985332893716986 0.1243967116688508 0.17597243710770272 1.9311697866378374 102.27254471530958 0.89224866985386952 0.66740922933604452 69.240943984282865 0.25758783760829829 1.2537248551100209 0.27395707014238624 1.3222917763132498 0.38499388206218998 0.30790929852446425 0.98545916585862858 0.22409571967727959 0.14614858256209118 0.048297891084075673 2.0920498140167183 3.8787280137653397 0.26479670056141913 0.10228156539778943 1.309569181797541
leaf_count=416 36 36764 30 1287 4839 92 5165 293 13 178 3166 31 140 1247 448 129 970 913 1738 67 267 1297 7676 74 26 216 161 496 627 94 36 28 1229 71021 451 394 32172 85 864 160 733 237 86 1260 185 162 55 1635 2657 43 26 806
internal_value=0 -0.00218511 0.00670761 0.0206667 -0.00334433 0.00399689 0.000203153 0.0102598 -0.038243 -0.0829179 0.0162312 -0.0098712 0.00880622 -0.0197322 -0.0390182 -0.00146832 -0.01013 -0.0021822 -0.00977294 0.0158264 0.00549874 0.0155026 -0.00070972 0.00523246 -0.0762099 -0.0150871 0.0257935 -0.0294842 0.00326672 -0.0206396 -0.00231696 0.111104 0.00544772 -4.37217e-05 -0.000395148 0.0325635 0.00568522 0.0146901 0.00478156 0.00423822 0.023154 0.0416838 -0.0485556 -0.0309247 -0.0141289 0.0408172 0.0859485 -0.0118302 -0.0207436 -0.0736287 -0.0109072 -0.00921712
internal_weight=0 181.009 20.8647 6.61979 160.144 83.2051 14.2449 7.76122 0.788406 0.388358 6.33008 8.12068 2.80663 5.31406 2.51124 121.389 17.1299 12.1572 8.51165 6.97282 75.0844 3.64553 5.97124 74.8351 0.180902 1.35009 0.485551 4.97277 5.59619 1.23193 2.80282 0.289706 74.6542 104.259 103.165 1.09448 74.4071 0.547441 70.7686 69.5149 3.63846 1.70729 0.684489 2.54041 1.55495 0.418542 0.272394 6.48372 4.39167 0.512945 0.248148 38.7548
internal_count=183221 144407 14624 4517 129783 38814 10107 5716 484 191 4453 2960 821 2139 856 92213 20218 14883 12673 5232 35854 2210 9273 35762 100 408 192 5335 8303 405 1283 64 35662 71995 71472 523 35395 179 33196 32332 2199 970 226 3400 2140 402 240 4391 2756 99 56 37570
shrinkage=0.1


Tree=88
num_leaves=53
num_cat=0
split_feature=0 13 4 12 8 6 12 14 13 14 15 14 12 14 6 13 7 12 14 12 16 14 9 16 7 0 14 13 7 16 6 15 7 4 4 12 5 9 15 14 9 7 6 0 15 14 14 15 16 4 7 16
split_gain=0.251093 0.222642 0.220262 0.397434 0.474143 0.318886 0.257613 0.223047 0.201966 0.241655 0.193547 0.211512 0.183873 0.175671 0.213249 0.175263 0.238045 0.212117 0.175069 0.167934 0.166357 0.207215 0.163318 0.163056 0.168714 0.155887 0.24332 0.189164 0.207243 0.172407 0.253898 0.205022 0.19673 0.277463 0.355757 0.280033 0.209577 0.195829 0.199269 0.194666 0.190144 0.184409 0.163269 0.402713 0.2308 0.153876 0.207938 0.182732 0.166663 0.151964 0.156107 0.211528
threshold=0.0005117829132359476 -0.57823654175548345 1.4478914075060272 -0.12254780791764271 -0.0055126976927309017 -0.019594419778145408 0.12619752870963244 -0.57920461038034921 0.089401182388866046 -0.38479986490839363 0.09118832184766705 -0.018130255312771817 0.71950606409705775 -0.27666977069393067 0.19851062646118053 -0.021462552837070676 0.0092189635814280257 -0.9329875847021013 -0.25927735089300524 -0.91612977518421002 -0.048236095415811163 -0.092494389638460642 0.024493086460202349 -0.24393592399818778 0.0066360786707844229 0.10209108144044877 0.40304922938243487 0.71650428965088797 -0.079478284313763553 -0.049271809459220918 0.26066066525847503 0.28482497137190305 -0.00018603667489601748 0.68619032497442722 0.70552054538023345 1.2143034963721329 -0.24818211280421248 0.005573832202135736 -0.054963810469136579 -0.033601273946320585 0.0095707014273447317 0.013678616743876978 0.23577306356493374 0.12024457752704622 -0.1768031739040295 -0.22999457940816789 -0.023142430968984867 0.22461998294539556 0.037958312541889534 0.33591082994989302 0.036696046527126644 0.17692377434253823
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -4 22 -7 -8 15 -10 11 13 -12 14 -9 17 -17 -1 23 -19 -6 -22 -5 -11 -25 27 42 29 -29 40 -31 32 36 35 -35 45 -32 39 -39 -37 -3 -42 -27 44 -44 -34 47 -47 -48 50 51 -20
right_child=1 25 3 5 20 6 7 10 9 18 12 -13 -14 -15 -16 16 -18 19 49 -21 21 -23 -24 24 -26 26 -28 28 -30 30 31 -33 33 34 -36 37 -38 38 -40 -41 41 -43 43 -45 -46 46 48 -49 -50 -51 -52 -53
leaf_value=0.039712259638266065 -0.025953112325635071 0.0019959707551564301 0.052623922370639856 0.032724458136290983 -0.014512468493623649 0.050224141626531549 0.081977400177542237 0.033578357765690368 0.055935429800898467 0.10230688004574436 -0.14087435080588551 -0.088921241973536222 -0.00075748375239068891 0.0020940819368214614 -0.10035664049990795 0.056514212757504005 -0.031489203432987646 -0.12581680646136348 0.039462750008094724 0.0065687031229314814 -0.14511091410082516 -0.015047449242645653 -0.062613885930950422 -0.097813658448276275 0.058909460669768335 -0.0063843288137090271 -0.037120874854286959 -0.098212056994467667 0.033969329071433289 0.00030624456923294193 -0.031411013929326208 0.04389763425341614 -0.053909226997041454 -0.1363745675308945 -0.015434944050570183 -0.10169367357250064 0.0086990178887537788 0.099161726930062422 -0.053585777522843131 -0.024592054792392591 0.023493856918578783 -0.0038632883663731114 -0.11157679950447895 0.015449809519341254 -0.018914135065030854 0.024372797825464119 -0.044690588180077685 -0.097071321701174454 0.0010446119923000991 -0.022772748219531486 -0.051284470359075573 -0.10231656017021479
leaf_weight=2.5719639893477497 3.4675185882509814 39.02066460516113 0.29381900747830514 3.4378761661755557 0.22339368196844589 0.56298355336184513 0.18240189319476519 0.16032622777857009 0.65694904717111047 0.041658160291262902 0.24822317564394314 0.36092073484905984 0.14490022927930113 2.4308696039915958 0.37405849876813591 2.5719714810220782 0.33738487161190267 0.080383547519885634 1.5480994461686344 4.3609658172408681 0.51740807312307879 0.16455639673222211 0.17360431195993431 0.44817633794536949 0.068510288855577528 44.724013621279596 2.2475394359626071 0.10782452934654463 2.4648930974135501 108.15671396798632 1.7699212790757881 0.58998404943486171 0.66391773273789922 0.46572773026491621 0.49987293977392255 0.81138796083178011 4.7859142714284824 0.13855573720502434 0.17184393337447534 0.56487174015273911 9.1588356439710861 3.3623354587571148 0.31419034978716798 9.3617929953286971 1.4749622310448547 2.3521080347235284 1.4848936949570086 0.11357100048371638 1.6947135365726351 1.6088901858702227 0.25768593269913243 0.096125078447585
leaf_count=663 4322 26123 27 523 34 39 21 30 230 8 20 42 22 245 37 759 169 21 790 1149 42 28 23 176 49 51178 2339 34 1785 72920 829 220 355 84 338 158 2250 35 92 243 4433 1511 81 5611 818 1102 725 37 827 579 94 33
internal_value=0 -0.00086208 0.00987755 -0.0021797 -0.0554625 0.00583528 -0.0120201 -0.0211866 0.0175054 0.000484964 -0.0266081 -0.0185005 -0.091474 -0.0094552 -0.060384 0.025597 0.0461809 0.0169639 -0.0086696 0.00368565 -0.0908747 -0.114895 0.0278602 -0.0597708 -0.0757772 -0.000492298 -0.00498914 0.000973291 0.0278 0.00057797 -0.00143892 -0.0131448 -0.0153609 -0.0249768 -0.0751631 -0.0187644 -0.00218484 -0.0547415 0.0162592 -0.070758 0.00543938 0.0161525 -0.00368538 0.00713251 -0.0361146 -0.00902106 -0.00359085 0.0181308 -0.0204424 -0.000285122 0.0187723 0.0301785
internal_weight=0 239.969 23.9241 9.27534 1.19918 8.07616 4.46468 3.9017 14.6488 4.72609 3.7193 3.32618 0.393123 2.96525 0.534385 9.92267 2.90936 7.01331 4.06915 4.44135 0.905358 0.681964 3.61148 0.558345 0.516687 236.501 58.1225 178.379 2.57272 175.806 124.264 16.1073 15.5173 8.96146 0.965601 7.99586 6.55584 1.68666 0.3104 1.37626 51.5418 12.5212 55.875 11.1509 1.78915 6.3092 5.64529 2.46568 3.17961 3.5108 1.90191 1.64422
internal_count=184303 178450 5853 1133 131 1002 456 417 4720 1959 396 354 42 312 67 2761 928 1833 1729 1170 104 70 546 233 225 174128 60027 114101 1819 112282 80215 7295 7075 3996 422 3574 3079 528 127 401 32067 5944 57688 6510 899 3046 2691 1139 1552 1496 917 823
shrinkage=0.1


Tree=89
num_leaves=53
num_cat=0
split_feature=2 1 0 1 0 13 3 13 3 6 7 9 7 3 9 3 15 1 14 8 15 8 13 13 0 7 5 3 7 8 7 5 6 9 7 15 3 0 9 7 7 9 1 1 13 1 7 15 14 15 15 13
split_gain=0.417995 0.274575 0.173183 0.280082 0.191523 0.172364 0.171259 0.306738 0.467078 0.390976 0.235893 0.190343 0.194305 0.201423 0.188581 0.17632 0.242536 0.189811 0.169768 0.164563 0.1758 0.163577 0.163329 0.21238 0.162511 0.161905 0.160542 0.158616 0.160136 0.158323 0.152416 0.161817 0.171347 0.151282 0.18781 0.176369 0.150816 0.146559 0.145157 0.299998 0.246372 0.154997 0.143911 0.151649 0.141086 0.262518 0.342541 0.289987 0.225667 0.225143 0.182533 0.160319
threshold=0.00064516568090766679 0.00018309507868252697 0.0079612294211983698 0.99874764680862438 0.010059338063001634 0.71650428965088797 -0.33200671710073942 0.063616679935811729 -0.18650685716420409 -0.019594419778145408 -0.015694042967433878 -0.012932453430844738 0.0010680961440422685 -0.15142588701564816 0.0086772266237184585 -0.057161603122949593 -0.014528504336501222 0.99239736795425426 -0.30652821304419348 0.034458116659336895 -0.18690396303378917 -0.0092796712095995961 0.080608887808113441 0.16849227029584243 0.007556410040706397 0.055806259735657178 -0.57343349797682164 -0.071300665382295833 -0.0042091440828501804 -0.00043536666500578776 -0.034398324199750863 -0.48986738203785324 -0.24275684003263251 -0.006829722675640834 -0.023259979925864645 0.18837569343708907 -0.77529835968743999 0.003475445089861751 0.0036472148634489666 -0.012630271630608267 0.0025971084257616025 0.0014153407405907562 0.99754780530929577 0.99685788154602062 -0.023550671071127918 0.92145195603370678 -0.0032517346061758023 -0.02250691412268839 -0.18244916867414354 1.0000000180025095e-35 0.057517876044991284 -0.031234634494212907
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 33 6 4 -4 19 10 15 9 37 -1 -10 13 -13 21 27 17 -17 -5 25 -21 -11 -15 -24 44 -3 -22 38 -29 42 -6 -32 -33 34 -2 -35 -34 -9 39 -8 -41 -42 43 -14 45 46 50 48 -47 -49 -12 -51
right_child=1 5 3 18 30 -7 7 8 11 14 24 12 29 22 -16 16 -18 -19 -20 20 26 -23 23 -25 -26 -27 -28 28 -30 -31 31 32 36 35 -36 -37 -38 -39 -40 40 41 -43 -44 -45 -46 47 -48 49 -50 51 -52 -53
leaf_value=0.069872336479972458 0.028563270489219084 -0.0013221289862072995 0.056650258408477219 -0.13964013427143632 -0.063679020294647157 0.024573157839851728 -0.15032018493508695 0.024169654250260218 -0.057630787104382755 -0.051360208137309717 -0.083346001231493771 0.0962019454599643 -0.031453087051768185 -0.065139415025062361 -0.0018068426919986423 -0.022524265340989048 0.020558288321735205 -0.13977908914843787 -0.015434097726367092 -0.03135135519863385 -0.11197384952445857 -0.13292676438843201 0.05709453414948748 -0.006033269901353628 -0.089267751083119878 -0.017432024127781214 0.01496757084988108 -0.051053501338033228 0.11282602960819417 0.027870699292811042 -0.080202015933728901 -0.010790999232690248 0.10738476878802916 -0.014260157814866829 -0.053894391534278968 0.064506391958581683 0.022985504428009802 -0.072936186459751681 0.036257375211865499 0.023365218782166085 -0.007141796047119172 -0.11445837237127648 -0.1255745037903932 0.090181008754973258 0.015065867523242075 -0.046599346217041163 0.056331271471983482 -0.12784235089335469 0.056720653151973811 -0.046207547251303008 0.038615020602901035 0.067930683119653071
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internal_value=0 -0.00161531 0.00893369 0.0183494 0.0212216 -0.00083092 0.00488015 -0.00339578 -0.0170054 -0.056292 0.0113906 -0.0013382 0.00485617 0.0228774 -0.088544 0.0126797 -0.0208191 -0.0666194 -0.05253 -0.00115839 0.010276 -0.104405 0.0126083 0.0212615 0.00911213 -0.00186196 0.0138223 0.0208301 0.0832872 -0.0169766 0.0170716 0.0186507 0.02004 -0.0177338 -0.0414538 -0.0113707 0.0248887 -0.000257836 0.0158561 0.00108766 0.00807828 -0.0509589 -0.0326102 -0.0229882 0.0100665 -0.00652198 0.0246597 -0.0277531 0.0179637 -0.05451 -0.0417779 -0.0332334
internal_weight=0 217.175 45.3988 13.644 13.1245 207.115 31.7548 13.9854 7.57303 2.14604 17.7694 5.42698 4.90349 2.68576 1.35559 6.41238 1.2495 0.587958 0.519504 204.496 11.8396 1.14299 2.37392 2.14767 17.1227 192.656 10.921 5.16288 0.360406 2.21772 11.7717 11.5592 11.4128 10.0605 2.10744 7.9531 9.86478 0.790455 4.80248 2.79658 2.68908 0.544643 1.64803 1.51334 16.9738 3.9296 1.59063 2.33897 0.865669 1.4733 0.511674 1.16179
internal_count=184303 169139 15164 6492 6091 161257 8672 4324 2523 636 4348 1887 1718 867 317 1801 490 220 401 159263 6774 269 762 701 4229 152489 6240 1311 88 851 5559 5493 5449 7882 1445 6437 4752 319 1223 710 687 140 660 608 4191 889 418 471 195 276 119 214
shrinkage=0.1


Tree=90
num_leaves=53
num_cat=0
split_feature=1 2 13 10 8 8 7 16 11 13 13 15 13 0 0 6 6 11 1 16 15 16 8 2 1 3 11 8 0 0 7 3 6 0 16 0 10 6 10 3 15 2 13 15 10 2 8 0 3 11 2 3
split_gain=0.459293 0.267504 0.243571 0.221195 0.205362 0.300298 0.178896 0.178447 0.186069 0.161428 0.156068 0.151469 0.148184 0.196574 0.237411 0.218843 0.268676 0.160554 0.155832 0.180543 0.163717 0.147334 0.208946 0.146163 0.144969 0.138658 0.146926 0.209497 0.153475 0.138506 0.137688 0.148902 0.134614 0.140752 0.130956 0.150426 0.14735 0.202781 0.162324 0.148423 0.158612 0.132532 0.1301 0.180476 0.138098 0.141492 0.203528 0.267555 0.203544 0.151412 0.178845 0.129133
threshold=0.36190281808376318 4.5885211875429384e-05 -0.32909508640109869 -0.0035177357602063819 -0.0027774000497543883 1.0000000180025095e-35 0.069648176394529346 -0.062040718534951099 0.0039024342019608224 -0.23848798134107843 0.25868511064922367 -0.037926083144636781 -0.2435340751139192 0.019856372848153118 0.19242873042821887 0.26066066525847503 0.26535512610410195 0.064269363609115907 0.00088152001262642454 0.13050105897013572 -0.049759835123727093 0.26248308434756756 0.00035634787766071111 0.00080267692101188015 0.038738952949643142 0.080760316923260703 -0.0044114735220424431 -0.0016030049548257925 0.040600014850497253 0.059219833463430412 0.00019178699275424255 -0.70507352514323418 0.46426463229438109 0.00015058194549055773 0.074211172085650798 0.064776781946420683 -0.010482765203465879 0.27862366397231225 -0.0090585387545879369 -0.091584399415296489 0.0094993860066910751 3.0508758754876911e-05 0.1621038059847921 0.13926059190957762 -0.0025614319855554852 0.00058022129815071832 -0.0046346128202350637 0.0005117829132359476 -0.19989124778658149 -0.007347148441217739 3.0508758754876911e-05 -0.36134576750919217
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 34 23 12 11 10 -8 42 -5 13 17 15 -15 -17 -3 19 20 -14 30 -23 29 -16 26 27 -25 -29 -6 -12 -32 33 -20 51 36 37 39 -38 40 -36 -40 43 -9 -44 46 48 49 -46 50 -48 -4
right_child=2 6 3 7 5 -7 9 8 -10 -11 21 -13 18 14 24 16 -18 -19 32 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31 31 -33 -34 -35 35 -37 38 -39 41 -41 -42 -43 44 -45 45 -47 47 -49 -50 -51 -52 -53
leaf_value=0.046853132387521895 0.045960265664718877 0.007269633899274288 -0.003559057389962312 -0.018934749638653187 -0.022392543132835476 4.661442640902829e-05 0.022219358258754134 0.019409238473205463 -0.017747155834053938 -0.025832227423897375 0.014236486402033684 0.0086934718899913787 -0.039579089522919865 -0.027777732701547431 0.011753500998537924 0.086100910099083355 -0.017611129019679008 -0.071064425712890039 0.028899485399646197 0.016476641200112396 -0.010517055908462129 0.033789790032002921 -0.11933715252274452 -0.11854266597582118 -0.03073584554093698 -0.14322504110571385 -0.01351727694072285 -0.060868097280091793 0.061654132388639676 0.062970335254163082 0.0083688014972615292 0.056300841332755203 -0.029948195873456891 -0.00090518219658292261 0.048999548955743426 0.064664712913692898 -0.15747562657637093 -0.1180852257398835 -0.096439975699471159 0.088429296420156317 -0.057716977081301968 -0.0084300055900439885 0.050516149778370614 -0.028450339732783408 0.080634352431482356 0.0082100618185104567 -0.13248882969835848 -0.10974054219187715 -0.034603431274421947 0.071036514080330848 0.030086471165467022 0.011935372630361644
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leaf_count=271 639 3018 2716 1652 756 5170 328 7492 890 2703 1123 2979 2582 12157 6086 140 829 78 477 1458 8916 97 47 260 1349 64 741 164 99 120 356 2138 1883 101992 106 130 54 43 28 116 84 293 233 436 124 1492 12 230 150 43 43 8414
internal_value=0 -0.00327806 0.00589832 0.00511223 0.000163538 -0.00958759 -0.0035673 0.0109934 0.0150535 -0.0199294 0.0172048 -0.0016588 -0.00297029 -0.0103582 -0.0161269 -0.0235957 0.0196004 0.00411092 -0.00183566 -0.0126014 -0.01761 0.0307371 -0.0327382 -0.0315648 0.00274983 -0.052627 -0.0438038 -0.0721427 -0.0204176 -0.015354 0.034347 0.0458324 -0.000891318 -0.000562574 0.00526178 -0.0200144 -0.0291247 0.000995764 -0.05732 0.0204807 -0.00837706 -0.0380535 0.0125123 0.0167066 -0.00436727 -0.0111783 -0.0333705 -0.0628926 0.0113639 -0.00112545 -0.049401 0.00716807
internal_weight=0 184.271 77.4562 75.9851 41.2735 14.1651 183.23 34.7115 26.276 6.43013 24.6667 8.43548 176.8 23.519 16.8135 12.0438 1.05737 6.70551 153.281 12.3437 10.5358 6.32595 0.332764 4.30491 4.76968 1.8551 1.71425 0.873037 0.42481 2.44981 5.99319 3.80027 140.938 139.379 27.1084 1.88937 1.71627 0.838011 0.878255 0.732691 0.525104 0.756928 18.3407 14.6905 3.65016 3.25965 1.514 0.907779 0.606223 0.399315 0.242581 25.219
internal_count=183801 144267 39534 38895 19358 7374 143996 19537 14906 3031 14016 4631 140965 23657 20561 13126 969 3096 117308 12956 11498 3761 144 2204 7435 1328 1264 523 263 876 3617 2494 104352 102469 11984 854 724 349 375 306 190 321 10255 7928 2327 2094 602 328 274 98 55 11130
shrinkage=0.1


Tree=91
num_leaves=53
num_cat=0
split_feature=1 5 4 4 1 8 13 5 4 2 13 1 13 5 13 4 5 1 1 8 5 12 0 3 2 1 2 2 4 12 5 13 1 2 0 13 4 12 0 4 2 1 0 16 8 6 4 0 3 6 5 14
split_gain=0.438542 0.393695 0.406484 0.271873 0.350218 0.273974 0.263296 0.316656 0.230097 0.229363 0.218994 0.217665 0.240847 0.245564 0.237171 0.243997 0.234483 0.24902 0.223602 0.261481 0.33051 0.186911 0.181805 0.172703 0.169631 0.160251 0.157914 0.152793 0.152451 0.222112 0.210975 0.182995 0.145118 0.141974 0.141739 0.141158 0.139739 0.233734 0.204703 0.19251 0.289548 0.265932 0.250931 0.345856 0.234618 0.209705 0.188226 0.187179 0.186773 0.258574 0.263226 0.206437
threshold=0.36190281808376318 -0.48986738203785324 0.38393049308876476 -0.87082042429540885 0.46765036880970007 0.052526954544122491 0.20993852649118036 0.070910663507007213 0.38726677635161871 4.5885211875429384e-05 0.23785108518449369 0.94659352302551281 0.096141128128200928 0.064102628075388399 0.06564704787300836 0.12470207779760022 -0.33151330829647568 0.99364647269248974 0.91112312674522411 -0.015349514552404336 0.14899946873933284 -1.0768344670501224 0.0083803245797753351 0.0050672122742980727 0.016757663339376453 0.99239736795425426 0.056947389617562301 0.00028268506866879767 -0.22962738363966598 -1.6827135165462945 0.14135155095838922 -0.15035135601573579 0.34734642505645758 3.6640558391809468e-06 0.07712839171290399 -0.015657224641427572 1.4527206573327875 1.0000000180025095e-35 0.0046704448759555825 1.3198216966718455 0.71040004491806041 0.00063750572735443722 0.14825781434774402 0.043095941875153719 -0.014909330570834928 -0.020581631901748391 -0.09793704418631663 0.061503959819674499 0.061053646728396423 0.25404696609231031 0.41543199428503791 0.36339384259397617
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 10 3 4 24 11 7 -6 -4 -1 22 18 13 14 15 -13 17 -14 28 20 -20 33 -2 26 -3 -17 -9 -27 29 30 35 -30 36 -10 -35 -5 39 -38 -39 40 41 -11 44 -44 -41 47 -42 -46 -43 51 -51 -50
right_child=1 2 8 5 6 -7 -8 23 21 32 -12 12 16 -15 -16 25 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 31 -31 -32 -33 -34 34 -36 -37 37 38 -40 42 46 48 43 -45 45 -47 -48 -49 49 50 -52 -53
leaf_value=0.043047684928995168 0.015378130137750735 0.097906963436332817 -0.032463315453618247 -0.18406927741411416 0.010531562615833261 -0.069356601249531663 0.020560335491791204 -0.20283659057158179 -0.10465305724288945 -0.037446991261131338 -0.079147814069311928 -0.024681530180221217 -0.10186399424391973 0.092069987762510103 -0.081499142102077371 0.10188174852755356 0.067274857901708104 0.095871508265962149 -0.11062164696025906 0.0085029165324366617 0.10036720975552323 0.0024339518579120593 -0.039998912978088823 0.0085572002247123208 -0.0080611877767431932 0.082146089847753304 -0.01855970472229438 -0.11105997398654183 0.048179507219932138 0.036461435601725628 0.081131584006365637 0.0076542949133836845 -0.0390140115511712 0.066610202633128765 -0.024500522856024904 0.0097310422636120372 0.019553970836298382 -0.11235818748164383 -0.021507403535826537 0.10102290577186882 -0.061142273860880281 -0.00043602768150745254 0.0046579737730736105 0.064305638202781665 0.084789697531517536 -0.019244303298135947 -0.01592605587870554 -0.01051625622426211 -0.012700771419885777 -0.0036274341381445103 0.046725366351318964 -0.064845529169461597
leaf_weight=1.0497867364302056 1.0753088732035392 0.22615293689887284 1.837887438276083 0.09945878128928598 0.17482975847087801 0.31746565772664226 0.24199714262067573 0.28916250247129938 0.046256694477050497 2.1266655039836158 0.66964682879915916 0.64263534990595761 0.16166620361946105 0.2925487951706599 0.3062265873322757 0.3510438461225931 2.6581496094210597 0.082313600094494177 0.42813931559248875 1.1405386683452707 0.074764777891687118 46.910087646605007 1.2841395713039672 0.05857877797097899 0.39094410475081531 0.059022648430072877 0.059252623876091093 0.071438611440498789 1.2596769349138526 5.9162797779873815 0.058129681972786784 8.8220616232306259 1.1224203824558561 0.92068306766668662 0.19907626422173053 0.052859742845612234 1.4099243142918556 0.24340418290375954 5.5958938498915813 0.18576696750824329 1.0508751865109074 129.62653020449051 2.2587685634898667 1.6929077521836005 0.39103512647034211 3.5679575994836323 6.861134480087471 0.40876676438165305 20.05203907446424 3.7586530175491353 1.4156550270645309 0.77298078535113646
leaf_count=271 235 52 433 30 81 182 151 118 5 2730 193 582 99 425 257 253 2731 38 180 1023 42 18660 419 23 131 114 16 65 693 4415 31 6875 711 725 210 47 1438 101 4509 60 5080 80479 961 778 258 1109 15129 211 26301 2595 531 1015
internal_value=0 0.00580792 0.00725395 0.0178746 -0.0240388 0.0205406 -0.0661174 -0.101714 0.00209272 -0.00317504 -0.029427 0.0218635 0.0411749 0.0113941 -0.00602456 0.0154746 0.0586797 -0.0331908 0.0168248 -0.0181757 -0.0769223 0.00342514 -0.014834 -0.14837 0.0324115 0.0680492 -0.173897 -0.0242761 0.0203895 0.0328174 -0.0645349 0.0127929 -0.00344499 0.0426728 0.0502837 -0.122771 -0.00322116 -0.0168084 -0.0256206 -0.002654 -0.00340772 -0.00247017 0.0120037 0.030383 -0.00400194 -0.0088562 -0.022054 0.0369024 -0.00198802 -0.00972037 0.0102604 -0.0146894
internal_weight=0 77.1784 74.1493 24.2353 1.44092 22.7944 0.823821 0.581824 49.914 183.591 3.0291 22.477 4.62505 1.72292 1.43037 1.12414 2.90213 0.24398 17.8519 1.64344 0.502904 48.0761 2.35945 0.406994 0.617097 0.481505 0.348415 0.130461 16.2085 6.12673 0.210448 10.0817 182.541 1.16602 1.11976 0.152319 181.419 7.24922 5.8393 174.17 165.665 157.753 8.5052 3.95168 4.55353 4.36776 7.91201 0.799802 155.626 25.9993 5.17431 20.825
internal_count=183801 39534 38687 18654 572 18082 389 238 20033 144267 847 17900 4564 1696 1271 1014 2868 137 13336 1245 222 19600 654 157 183 432 134 179 12091 4523 108 7568 143996 940 935 77 143285 6048 4610 137237 133860 113651 3377 1739 1638 1578 20209 469 110921 30442 3126 27316
shrinkage=0.1


Tree=92
num_leaves=53
num_cat=0
split_feature=0 3 6 1 7 0 4 9 14 1 1 4 16 3 6 9 9 12 1 9 12 7 9 9 3 3 13 6 7 4 10 13 6 0 6 16 6 9 10 1 4 13 12 14 4 7 14 3 12 10 6 4
split_gain=0.267424 0.234746 0.213918 0.286914 0.322243 0.237228 0.22269 0.26549 0.213025 0.209879 0.192666 0.228101 0.186368 0.177706 0.222693 0.230465 0.240316 0.212729 0.478407 0.284187 0.21676 0.274754 0.211912 0.19301 0.184084 0.174616 0.174516 0.175795 0.162266 0.158452 0.157102 0.186942 0.135257 0.13436 0.205064 0.14973 0.169375 0.132737 0.131086 0.13148 0.22286 0.189955 0.194361 0.283137 0.219343 0.152552 0.182994 0.16534 0.164951 0.235014 0.16715 0.196722
threshold=0.00030238796898629522 -0.81507440315908741 -0.27580968546998585 0.71707037091255199 0.0047412875407941398 0.00022014399291947487 0.69303758889627542 0.0073679640907854367 -0.31881584916128219 0.46765036880970007 0.96473678946495067 -0.48321867894718307 -0.11905704590519509 -0.091584399415296489 -0.22488529990948283 -0.0033908634826412998 0.015508775311208542 0.74394391533644699 0.98820501565933239 0.00043741787816190339 1.9685241105651399 -0.002910717252357259 -0.0002198694462281934 0.0073679640907854367 -0.81507440315908741 0.26056471141055232 0.021506566531045799 0.19965589716606749 -0.007609187952563194 1.389589453132986 -0.00038048144488102292 0.15577972568250745 -0.24580405555463994 4.8201127356151126e-05 0.078246621207385972 0.026073100576706403 0.25103207554053558 -0.020685133036573659 0.074681871919674778 0.99458584189414989 1.4479182887617477 0.93033512326341894 4.0523634252254679 -0.24377757620970744 1.6124148978918502 0.0015593082453743661 0.026626570958197916 -0.64034876553341735 0.4703251939409448 -0.031455473855395953 0.085287896148225281 1.4478914075060272
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 5 6 13 10 9 -8 -7 33 11 -1 -6 14 23 28 17 18 -17 22 24 -22 -20 -5 -19 38 -2 32 -16 -15 31 -12 -28 -4 -35 -36 -37 -27 39 40 -3 42 -42 44 -44 46 47 -41 49 -49 -50 -52
right_child=1 25 3 4 12 8 7 -9 -10 -11 30 -13 -14 29 15 16 -18 20 19 -21 21 -23 -24 -25 -26 37 27 -29 -30 -31 -32 -33 -34 34 35 36 -38 -39 -40 45 41 -43 43 -45 -46 -47 -48 48 50 -51 51 -53
leaf_value=0.10784121408545047 0.048803087255796407 -0.00082272954317182774 0.042036880519312356 -0.098074268777657181 -0.040604246061261812 -0.14115316402759034 0.020907215902419587 -0.14242228569680987 0.018566440604094268 0.068496443712265015 0.051148426126699009 -0.063180082319519409 0.04032106893078774 0.061791716151530618 -0.071887871369539863 0.0086770435915546965 0.065958624567513766 -0.067264416608282224 -0.080754829936033223 -0.1385263861903179 0.04611835909822086 -0.069930310944469151 0.078107492139403836 -0.0018594428598962783 0.033662468271164085 -0.036459356676070219 -0.0088631240225860008 -0.02372775795703265 0.03143137235740423 -0.03941288415693732 0.082516545858144788 -0.071712416757019851 0.041165763676736133 -0.024702711952486953 0.045765959265131557 0.035652125480335917 -0.055326569784537261 -0.0084637806414380439 0.024257362990539627 0.073645147427272364 -0.0097779645761448489 -0.14009905731900812 -0.21337132863380034 -0.0046115174922384903 -0.034426141190968748 0.024665539930616029 -0.13622125302256552 0.083958059787225828 0.022979154267136107 -0.052930796625058556 0.027976871078317089 -0.058419851084471203
leaf_weight=0.090121159453701694 1.4731717658323749 192.90926867445663 1.6970307725869442 0.58607762280007936 0.31799770381621817 0.1120143684456707 0.22335802200632304 0.15654130377151887 0.22517471872561134 1.0302171552648358 0.46975945722806556 0.26717493083743082 1.9543116379481942 0.51271805597024833 0.1532670274900737 0.65311520710565296 0.26237413448961877 0.19962273194141733 0.21148610443742655 0.6532240257893136 0.25330996473713008 0.84905302315382569 0.1158686224007397 0.3195516715732083 1.075933179125059 1.9092763816852336 0.82570344703708576 1.1590537584461342 1.4193807780566237 0.20441645913524553 1.2529459542965915 0.14929014227163862 1.5174756494961914 1.23209307937168 1.3786997589777459 0.40464543482994475 0.38004536074004136 14.189508323512255 2.0123792767917612 0.27876863752135239 15.858555978409644 0.099131804636271137 0.15018772566691041 0.35065894020954225 0.12926283582783071 4.1237919020450136 0.081160837071365566 0.1271583183988696 2.2733987442620678 0.99439537981902304 0.42100832696814883 0.65160621047834866
leaf_count=54 660 141530 397 108 42 19 110 28 60 254 75 88 441 140 33 207 77 62 49 113 53 195 24 55 159 2511 297 251 328 40 132 30 1210 505 258 107 84 19938 1044 167 8000 10 6 191 43 1629 45 31 1076 584 184 98
internal_value=0 -0.00131914 0.0110543 0.00679491 -0.00406515 0.0377843 0.0230316 -0.0497195 -0.0388614 0.0276752 0.0495907 -0.0170064 0.028771 -0.0140986 -0.01914 -0.011893 -0.0239134 -0.0300537 -0.0576406 -0.101186 -0.0108167 -0.0429581 -0.0234089 -0.0648073 0.0171672 -0.00177192 0.0201388 0.00789779 0.0206781 0.0326907 0.0623417 0.0203562 0.0236016 0.0192096 0.00764289 0.026115 -0.00865815 -0.0118202 -0.00103728 -0.00127223 -0.00177969 -0.012896 -0.0119828 -0.0656997 -0.13754 0.0105846 -0.00148974 0.00130873 -0.00347614 -0.0363537 0.00767664 -0.0246043
internal_weight=0 241.535 18.8108 16.2443 9.74171 2.56648 6.50263 0.379899 0.337189 6.12273 2.22929 0.357296 2.27231 7.4694 6.75226 5.84663 4.27399 4.01161 1.63369 0.980579 2.37792 1.10236 0.327355 0.905629 1.27556 236.56 4.9754 3.50223 1.57265 0.717135 1.872 0.61905 2.34318 5.09251 3.39548 2.16339 0.784691 16.0988 220.461 218.448 209.497 16.5878 16.4887 0.63011 0.279451 8.95129 4.8275 4.74634 4.46757 1.12155 3.34601 1.07261
internal_count=183832 179505 4327 3869 2126 458 1743 138 79 1605 379 142 483 1643 1463 1300 939 862 393 186 469 248 73 163 221 177087 2418 1758 361 180 237 105 1507 1351 954 449 191 22449 154638 153594 149780 8250 8240 240 49 3814 2185 2140 1973 615 1358 282
shrinkage=0.1


Tree=93
num_leaves=53
num_cat=0
split_feature=9 13 1 2 7 4 4 7 4 4 4 2 16 7 6 0 12 1 7 9 13 10 7 4 4 1 10 11 2 12 11 6 1 12 6 11 2 7 2 12 4 13 9 11 11 16 13 7 13 4 12 2
split_gain=0.294756 0.28819 0.274046 0.196665 0.196637 0.243731 0.212315 0.210159 0.200703 0.179534 0.222679 0.24776 0.215893 0.249422 0.23094 0.207256 0.234351 0.205679 0.199061 0.19475 0.193767 0.183874 0.196288 0.176141 0.451913 0.204297 0.17032 0.175633 0.18241 0.221533 0.16546 0.164561 0.256088 0.26579 0.310731 0.259787 0.2319 0.207383 0.200323 0.234889 0.24913 0.31848 0.198737 0.180494 0.269743 0.266802 0.264311 0.176817 0.176434 0.173931 0.242425 0.163981
threshold=0.12379578391586597 -0.80172100088616671 0.091838218271732344 0.00010533893146202901 -0.014846066190530794 1.4795058632040154 1.3582681137215487 -0.008377788950413351 0.69303758889627542 -1.2030856900351179 0.19290948678475225 0.00041052444430533802 -0.081497745808142938 -0.0077895580087575479 -0.016103994194969957 4.8201127356151126e-05 3.3142617094882518 0.75791621208190929 0.022549700798418882 0.0024641671605321225 -0.19791295730917827 0.0010692622932656343 -0.002910717252357259 -0.24959896923803046 -0.85654164896167428 0.053862789645791061 -0.010748791815711825 -0.0029366804961977349 0.0179796451702714 1.8818667332129053 -0.0077330905195544036 0.19297188238818627 0.96473678946495067 4.0523634252254679 -0.019594419778145408 -0.01437773630441257 0.00036378653021529322 0.021715812117312026 0.00010533893146202901 0.12619752870963244 1.4478914075060272 -0.029322748911076436 0.0018109215483052392 -0.010871479144945947 -0.0034753400489280005 0.00075533815843350377 0.059441843734497103 -0.0012478765547737686 0.14431931364380784 2.1246176845747837 0.51428062365397409 0.0024906499311327939
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 23 6 8 -8 -6 -4 11 17 13 -12 15 -15 20 -11 -16 -18 -17 -13 -23 24 25 -5 -9 -28 29 -29 -19 32 36 35 -35 37 -14 -34 43 -40 42 -42 -41 -33 46 47 -45 -46 -48 51 -51 -37
right_child=1 -3 9 4 5 -7 7 26 -10 10 12 21 31 14 18 16 19 30 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 -32 38 33 34 -36 49 -38 -39 39 40 41 -43 -44 44 45 -47 48 -49 -50 50 -52 -53
leaf_value=0.052924791865094856 0.13498306551763448 0.022348383827624788 -0.011477402217070273 0.020555456648178292 -0.0053742162091490265 -0.028211186369836491 -0.041584391245529567 -0.050345829899276419 -0.028124750703104096 0.062398860999279861 -0.012997274138584572 0.0019384519403766766 -0.034338547134844868 0.056333867966615464 0.02472257237609473 0.061917508497244395 0.068160210683899061 -0.0052480135181170555 0.11564737510308531 -0.015504929474243652 -0.017458770503552511 -0.0017162993861578647 0.020399292325552473 0.019844834568271914 -0.027747175096581807 -0.0082933173735418864 0.074752767650930932 -0.10924851244105356 0.018655506383737079 0.059033159324852841 0.047408937659901479 0.018881523604167824 -0.018724017045397119 0.011053949815809589 -0.12107804750465917 0.030906826056869383 -0.0021245265355580604 0.046305735618583935 -0.0016678491885656309 -0.0069537078957308159 0.038495062012599231 -0.077950046379124158 -0.050126597420547404 -0.0011441916924480337 -0.035042178512097004 -0.028764009042590383 -0.091949964091160019 0.065200540893601375 -0.024697497240520061 -0.11456122382281544 0.017200539481530608 -0.021464159509211739
leaf_weight=0.58602978362250624 0.23745668298215639 2.2026710480422471 8.5581272282070113 6.8084412076545959 84.6761255668481 4.7388954391117286 0.68408873897715228 0.35335055505129265 4.0476587290095258 1.4166792391561096 4.0224364972673383 35.659840311792607 2.7192136643270741 0.62588658096410732 6.7386368280212965 0.3113202399563314 0.72522735778875336 1.563560576850705 0.23388092388995563 0.43595799238755717 4.8183552384280111 5.6403769588296226 13.872287960496577 5.5267970367758599 4.4362263528621506 3.8209845634373778 0.51091050336253818 0.2243899956374652 5.9937267891364172 0.10213986883172765 0.94441990279983645 3.3454898322870577 3.0445274123576378 0.39093228016645298 0.30509499958134334 7.8728494494234784 12.194313182467793 0.56672404636265117 4.5951961040900624 3.7489439331930043 0.26293688960140582 1.6317657409817907 1.4764835883070189 1.7662514129569902 0.20159416180104006 0.71211842315187812 0.75004636184894458 0.98688068123738215 0.82956073788045614 0.19565501176111944 0.39374757948098704 0.63475000914968394
leaf_count=240 29 704 2788 3908 73610 4497 246 83 8814 625 1739 23088 1323 89 2955 131 249 855 115 125 2516 3361 9766 7656 5905 1668 141 55 2368 25 740 348 1038 106 63 4038 12469 136 1669 1410 47 234 556 211 24 80 80 93 108 52 112 544
internal_value=0 0.0341971 -0.000599247 -0.00401856 -0.00429985 -0.00611012 -0.00502089 0.0107059 -0.00641749 0.00252251 0.00347765 0.00794386 -0.000490238 0.00888986 0.015237 0.00227625 -0.00324414 0.0321662 0.0280559 0.0369862 -0.0124462 0.00621111 0.0140107 0.00460573 -0.00100132 0.0101886 0.0157742 0.0193149 0.0146384 -0.0562824 0.0147729 -0.00394749 0.000979565 0.0110029 -0.0484217 0.01432 -0.00803172 -0.00834367 -0.010813 -0.0193086 -0.0306615 -0.0615849 -0.0192798 0.000786788 -0.0107762 0.0191962 -0.0278132 0.0479338 -0.0572922 0.0233155 -0.0285913 0.0269632
internal_weight=0 2.44013 256.702 122.51 121.924 101.331 96.5924 7.86861 88.7238 134.192 125.634 59.0972 66.5368 17.9117 13.8893 6.91675 6.29086 3.92466 6.97252 1.16119 5.12968 55.1725 19.5127 20.5924 15.0657 10.6294 7.18452 6.83117 6.32026 0.32653 2.50798 48.6251 28.3178 13.4043 0.696027 12.7083 14.9135 3.61125 20.3073 11.7153 7.12013 1.8947 5.22543 8.59194 5.24645 1.90059 3.34586 1.18847 1.57961 9.097 0.589403 8.5076
internal_count=183832 733 183099 109216 108976 89839 85342 2918 82424 73883 71095 38435 32660 7919 6180 3110 3021 2220 3070 374 2647 36215 13127 19137 11481 5576 2672 2589 2448 80 1595 24741 19881 6089 169 5920 13792 1174 4860 3916 2247 281 1966 944 596 197 399 117 188 4746 164 4582
shrinkage=0.1


Tree=94
num_leaves=53
num_cat=0
split_feature=3 5 5 2 3 6 1 11 13 3 3 11 13 14 11 11 8 4 9 1 9 8 5 8 3 3 14 13 13 11 8 3 2 6 13 14 14 6 0 4 6 13 6 8 3 2 6 3 9 4 1 8
split_gain=0.231896 0.203818 0.236097 0.239648 0.241182 0.217575 0.224649 0.217419 0.212894 0.224614 0.205198 0.1889 0.198544 0.177609 0.177401 0.162162 0.189576 0.186805 0.242452 0.169252 0.183482 0.173665 0.158392 0.148747 0.179693 0.177714 0.156216 0.14878 0.193047 0.148506 0.172924 0.155936 0.14712 0.141657 0.149461 0.139413 0.135128 0.145648 0.134809 0.295953 0.407346 0.224688 0.21531 0.219357 0.183462 0.181548 0.176505 0.26848 0.17384 0.197997 0.285653 0.168794
threshold=-0.41023013181984419 -0.46006062560450262 -0.031199009074332432 0.0014608530327677729 -0.92461817257571954 0.49129373034163532 0.98991999030113231 -0.0026785424228350655 0.31929848941417865 -0.88658642004884303 -0.96178885941480974 -0.026952012796313592 0.29639141000086966 -0.70926487169783614 -0.017048187140176887 -0.015639223405932514 -0.001326093983090489 -0.086755082152808555 0.0049569847013769914 0.99458584189414989 -0.0026576205962873015 0.0002681080930094371 -0.06177035502149314 -0.0047554473507531074 -0.64034876553341735 -0.88658642004884303 -0.06305644589242039 0.11021901920735173 0.096141128128200928 -0.016343023610952617 -0.03679041981726109 -0.49004569531825831 1.7722447410051249e-05 -0.025087169156779495 0.055370778737820939 -0.075989695636188431 -0.57920461038034921 0.056175605529710869 0.00077603882527910184 0.73089217839275766 -0.24580405555463994 0.1621038059847921 -0.19139918199958875 0.022241143820327946 -0.19292930793017146 0.00010533893146202901 0.24002593909642053 -0.33200671710073942 0.00021849629041953707 -1.2600764926047747 0.075084216892719283 0.019991560906692383
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 7 6 -1 22 10 -10 -4 -12 14 -5 -13 -16 17 -17 23 -18 -21 -22 -3 24 -19 -25 -26 28 -27 30 -11 -32 -23 -20 -35 -24 -6 -38 39 45 41 -41 43 48 -42 -2 51 -48 49 50 -40 -47
right_child=38 2 8 13 36 -7 -8 -9 9 29 11 12 -14 -15 15 16 19 18 33 20 21 32 35 25 26 27 -28 -29 -30 -31 31 -33 -34 34 -36 -37 37 -39 42 40 44 -43 -44 -45 -46 46 47 -49 -50 -51 -52 -53
leaf_value=0.041845643807104503 0.044295663712317933 0.053568850959879302 0.062847219735140653 -0.1425084946538184 0.0936508674622758 -0.068343796506533619 -0.091865471994617906 -0.098923332713148557 0.097544734308335268 0.099887596941668003 0.037205547699927836 -0.030331447355538579 -0.073927115531578422 -0.015319139033208185 0.069693469850516471 0.05193268118578357 -0.00036261761097923121 -0.029832954383917629 0.0070554769588962556 0.049678403493186744 -0.12803195092511441 -0.079216675919945134 -0.080092424776958424 -0.03695282855591641 0.049481213603198661 0.043981139949660436 -0.037398842653512232 0.099346945961959518 -0.10715290314749371 0.040177762032368718 -0.065478582768007873 0.047046998141979289 0.03010536062599746 -0.015976777848072245 -0.16560876029610214 0.029523073751766798 0.0094963906253289973 0.071107209457360321 -0.017071931670593683 0.061837211382363449 -0.06139275190929791 -0.020526953370027412 -0.00036347136280530878 0.018848383403741446 -0.01051710474439781 0.03203823510702581 0.054571833095036097 -0.04038455415014211 -0.0037475015970978836 -0.012442879643105304 -0.077959446279356373 -0.033022789145803963
leaf_weight=3.1398562109989143 2.3320613083424444 0.28558779879494978 0.62712674308204519 0.094219757251267633 0.20943632657326716 0.19404725506319653 0.11469246848719183 0.32953240321603494 0.49584749626319569 0.094440073615260189 1.6083651142071183 1.3886132391107793 0.32664272522924953 7.2241624599437264 0.38521770932674826 1.2313249327889888 4.1213326553611926 1.0611710677840123 0.18758051210170379 0.14678439728231751 0.27947913545631298 0.24543069512583315 0.28586026840821432 0.24375319477985602 0.8031036524680486 0.79386350314780896 0.26233819007393744 0.45375270787917543 0.077521738094219472 1.6657642853829189 0.4353953848585661 0.15475972950116612 0.21793258400612103 0.11854779164423224 0.14840971076409915 0.175892271747216 4.6488730208261613 0.40165397535929503 2.1360511086177243 0.89645170466974355 1.2685739871230906 0.50837332638911903 169.95813613334431 2.7356620625514543 1.5989483241864948 2.9323296352731636 0.37861672422150139 1.1898881115121183 19.478104170434108 15.546698283624208 1.1999034438995293 0.4465043874006368
leaf_count=735 410 235 316 20 69 90 34 104 140 22 354 315 107 4802 82 649 1493 289 62 22 42 23 51 48 247 201 89 119 14 636 104 42 80 35 31 30 2168 387 974 155 288 94 137652 1678 441 1519 62 278 13312 11951 312 120
internal_value=0 0.007431 0.00487455 -0.00498611 0.00923732 0.0304393 0.0366649 -0.0335231 0.0125335 0.0374871 0.00767231 0.00514323 0.0009689 -0.0172945 0.0030836 0.00743132 0.00500952 0.0180153 0.00777517 -0.00897178 -0.0480745 -0.0680929 -0.00307343 0.0163269 -0.000952702 0.0395 0.0278291 0.0538631 0.028681 0.0241863 -0.0147559 -0.0354626 -0.0285791 -0.0597699 -0.104258 -0.0387863 0.0180743 0.014626 -0.00135838 0.00915222 -0.0117105 0.0321463 -0.00193438 -0.00842809 -0.0332613 0.0213954 0.0104821 -0.0171122 -0.010381 -0.0172139 -0.0392666 0.0233141
internal_weight=0 34.6783 31.2297 13.6552 6.33684 3.4486 3.25455 1.07687 17.5745 2.84621 14.7283 14.1012 12.4928 7.31838 12.1662 10.7775 10.3923 5.38137 4.15004 5.01096 0.889627 0.742842 0.74734 3.6955 2.12661 1.56889 1.06544 1.32514 0.871385 2.35036 0.684595 0.590155 0.463363 0.454538 0.266958 0.461753 5.25996 5.05053 222.606 11.5517 4.27235 1.40483 211.055 41.0964 2.86752 7.2794 4.94734 1.5685 38.3608 18.8827 3.33595 3.37883
internal_count=183533 14287 13428 7866 3044 859 769 420 5562 944 4618 4302 3948 4822 3841 3526 3444 1784 1135 1660 167 145 316 1007 625 382 336 334 215 804 168 146 103 128 66 81 2624 2555 169246 3367 978 249 165879 28227 729 2389 1979 340 26549 13237 1286 1639
shrinkage=0.1


Tree=95
num_leaves=53
num_cat=0
split_feature=0 6 12 11 3 8 14 10 3 0 10 10 2 6 11 14 2 4 2 6 5 3 2 2 5 11 0 15 5 10 11 5 11 2 6 0 14 15 14 12 0 11 11 14 3 4 12 12 0 12 12 11
split_gain=0.253587 0.191743 0.179306 0.196503 0.16834 0.164753 0.251292 0.221258 0.158272 0.154635 0.182181 0.153914 0.145477 0.198839 0.307097 0.20965 0.199417 0.186057 0.224762 0.387582 0.255394 0.209978 0.202502 0.200443 0.179987 0.156174 0.154428 0.284624 0.150981 0.301377 0.218721 0.1493 0.152071 0.146664 0.25705 0.220297 0.164204 0.145696 0.293137 0.237721 0.198634 0.176414 0.144739 0.216098 0.143599 0.138561 0.135386 0.21979 0.143911 0.134504 0.193281 0.237624
threshold=0.00077603882527910184 -0.19139918199958875 3.6863215561147173 -0.0071604689107362274 -0.30529727786779398 0.0072886419940847479 -0.34796615590570984 -0.031455473855395953 0.0058298315852880487 0.00093154475325718533 -0.0059872579953917327 -0.063321324870586393 0.014424105174839498 -0.057959549927092846 0.0086507239332908881 -0.077706901316077312 0.012747762724757196 1.1881237945252632 0.45790104568004614 0.25404696609231031 -0.37124817485055794 0.84378348604150244 0.014988243114203216 0.93881061673164379 -0.14982810315046322 0.0042239598606438342 0.0057063857093453416 0.18837569343708907 -0.30374730628080887 0.0063821514601118982 -0.012863659309514473 -0.032753980591227076 -0.0069757864619715447 4.5885211875429384e-05 -0.021948115282667064 0.046210380271077163 -0.57920461038034921 -0.028792539714761891 0.074150137461131166 3.5344059213226231 0.0010978706413879993 -0.00085486944985462476 -0.0093468970249717068 -0.22329673962315064 0.021758929826319221 0.016761291045457316 -0.85636505890374914 -0.83939058225657803 0.011351765133440496 0.089933272610394563 0.10817355218264597 -0.0071604689107362274
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -4 11 8 -8 -7 10 -3 -2 13 14 16 33 28 18 21 20 23 26 -19 -20 44 -21 27 -14 29 30 -11 32 -24 34 -15 36 -36 38 39 40 -26 -39 -38 -44 -17 -12 -9 -48 -49 -35 -51 -52
right_child=1 9 3 -5 -6 6 7 46 -10 12 45 -13 17 15 -16 24 -18 22 19 25 -22 -23 31 -25 37 -27 -28 -29 -30 -31 -32 -33 -34 49 35 -37 42 41 -40 -41 -42 -43 43 -45 -46 -47 47 48 -50 50 51 -53
leaf_value=0.011231769089174297 0.064903289906475314 0.0037231175857750641 -0.0086026893858228877 0.023095735749041307 -0.10162143946029885 0.10311123925653526 -0.069092528396281522 0.018012522182743677 -0.040763339157139672 -0.078594155348170672 0.00051176199322121513 -0.010940760905987057 0.0059741919593010616 -0.13823396908295357 0.093311292990861841 -0.00059923935400277393 -0.035925236572705202 -0.10276879678476887 -0.014298601383703686 0.033177091274729537 -0.044129600249450618 -0.060932949996543098 0.10601510714037168 0.09662561963871974 -0.12926725008598006 -0.008049671725991062 -0.0017799194426036274 0.070648037483485998 0.026493399594387675 -0.11129387471808752 0.030171081850809918 0.0011649421818028082 0.020681387135308728 0.0020181769191992688 -0.072182837650658666 0.065407474568273796 0.029624480649943791 0.033648238192579581 0.054122165871984124 -0.13206447090948603 -0.00016504869670072396 0.0034505902375661021 0.07810672836689192 -0.034960077135068719 -0.05696029926510271 -0.10398636596096388 -0.11167964400405997 0.036727847948365533 -0.0085168155015640165 -0.094871032396954685 -0.021890916999512053 0.0067673186138207013
leaf_weight=24.136360935683289 0.25239075452554871 0.60108181835676078 0.37083028602501145 0.4673900889338245 0.40009949289742508 0.36550549678213329 0.42009619600139458 3.9167645626503127 0.085307996167102829 0.20854414373570751 0.17871910115354583 34.588232320038514 4.6038081193582903 0.090594539096855331 0.50511157011715102 3.7324245788263424 0.70876627763936983 0.13744284614222024 0.54814077037281084 1.36256661273498 4.5371542575835502 0.56856158828122616 0.20129117729811685 0.21209997791766 0.10536823120492167 2.7346160675734836 103.46313322327245 0.78177725082969107 5.6374101723717995 0.22576783283329849 1.0009062650824487 5.8125512265996795 5.303813210943189 10.444682238241372 0.22801817348226894 0.7733006443013436 1.8965524948198438 5.9437218053276411 0.8834981188410892 0.13324760094110377 3.8699447862431953 2.8704817775155789 0.18791224731194234 0.94505582206238548 0.49681822740967607 0.41849199545640658 0.17224382131098348 0.79622850587384331 5.1477843923430555 0.26667316231032501 7.8899034176915848 4.5520994343387411
leaf_count=6975 74 229 67 81 45 99 212 2538 63 91 110 22769 2382 35 256 2825 466 24 705 1112 19157 563 86 336 24 2297 77798 251 6441 109 928 4938 2759 6361 27 131 295 3239 492 32 2240 1937 45 197 363 193 56 335 4190 66 3455 3034
internal_value=0 -0.00120681 0.00932191 -0.0275394 -0.0580682 -0.00700275 0.00372019 0.000508352 0.0753771 0.000226391 -0.0353184 -0.0103589 0.000461404 0.0048458 0.0190715 0.00223777 0.0140527 -0.00134291 -0.00251688 -0.0173455 -0.0351636 -0.00124111 0.0108186 0.0181339 0.0105974 0.00574402 -0.000919514 0.0155618 0.0191378 -0.00972508 0.0105587 0.0123554 0.0241294 -0.00329334 0.0140489 0.0180574 0.00652606 0.0161218 0.00245753 -0.00883576 -0.00414153 0.0238404 0.0128327 -0.0152993 -0.00742866 -0.073595 0.00353849 -0.00575556 -0.00236557 -0.00638868 -0.0132911 -0.0114111
internal_weight=0 230.807 25.3747 1.23832 0.77093 45.7446 10.9039 10.4531 0.450813 185.062 1.19829 34.8406 183.864 53.5968 8.28651 45.3103 7.78139 130.267 118.812 9.39458 5.2974 109.417 11.4551 0.760241 18.0355 4.09718 108.849 5.38559 7.07263 1.43522 1.20945 11.3177 5.5051 27.2748 4.12143 4.03084 3.25754 13.8063 4.99206 4.10856 3.97531 8.8142 3.02952 1.13297 4.22924 0.597211 10.033 6.11626 5.94401 23.1534 12.7087 12.442
internal_count=183533 176365 7168 193 112 30336 7493 7331 162 146029 532 22843 145497 33089 8291 24798 8035 112408 104601 23607 20198 80994 7807 1041 11152 3409 80431 2633 7569 1128 1019 7783 2845 13646 730 695 564 7964 2788 2296 2264 5176 537 242 3188 303 7119 4581 4525 12916 6555 6489
shrinkage=0.1


Tree=96
num_leaves=53
num_cat=0
split_feature=1 10 4 4 5 1 9 3 5 4 8 15 9 3 5 7 5 4 4 15 8 9 1 3 1 1 9 8 8 9 12 10 1 12 15 15 5 12 1 10 1 12 4 9 7 12 12 1 1 9 1 15
split_gain=0.164527 0.353396 0.289321 0.251524 0.249809 0.206617 0.207576 0.197063 0.218962 0.244945 0.192101 0.204932 0.214719 0.191279 0.177977 0.17737 0.168635 0.213201 0.173979 0.168169 0.306501 0.202498 0.167154 0.161966 0.156699 0.22102 0.180516 0.154318 0.219331 0.262731 0.236753 0.194339 0.174447 0.160754 0.1625 0.151719 0.151062 0.150775 0.14912 0.295505 0.178437 0.378709 0.247887 0.243243 0.182457 0.164435 0.286585 0.23582 0.224003 0.182235 0.163762 0.165048
threshold=0.30779457092285162 0.0086160691285803448 0.38393049308876476 0.38726677635161871 0.26132787296254673 0.90088230371475231 7.5235330898163884e-05 -0.92461817257571954 -0.031199009074332432 1.389589453132986 -0.014071743278387611 0.11136798629036776 7.5235330898163884e-05 -0.004310022108256816 -0.30374730628080887 0.007289535512751571 -0.57343349797682164 0.63465168607974198 1.4527206573327875 0.016271818691497096 0.010975119863687917 0.027263420171389344 0.98820501565933239 -0.12688289163634178 0.555779129266739 0.79709699749946605 0.0030719740028151525 -0.009953415715830841 -0.0059160826694562999 0.0035498843439331798 2.7155134497883284 -0.026341120674304455 0.99754780530929577 -0.49216488381118845 0.16584734860245734 0.064319388126757415 -0.51958959194866827 3.1287233660471929 0.99754780530929577 -0.011316473146731522 0.98991999030113231 1.0773307269491865 2.1246048965242164 0.0091118758981053732 0.011417223372818383 1.3681168676892692 1.8447228000079627 0.99131006002426159 0.9954928755760194 0.0080783475461088539 0.99614673852920543 -0.029919916244334793
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 24 10 6 -3 8 9 -5 11 12 14 15 -2 -6 -9 37 19 -19 21 27 -12 -17 -4 -26 -27 -21 30 -30 33 -31 -33 -29 -35 -32 -24 -18 40 -40 -20 44 43 -43 50 -44 -47 -48 49 -49 51 -42
right_child=1 5 3 7 13 -7 -8 16 -10 -11 22 -13 -14 -15 -16 23 17 18 38 20 -22 -23 36 -25 25 26 -28 28 29 31 35 32 -34 34 -36 -37 -38 -39 39 -41 41 42 45 -45 -46 46 47 48 -50 -51 -52 -53
leaf_value=-0.00070240438162678942 -0.042463097090523393 -0.013392798483972086 0.039855236797733916 0.045413445076530889 0.044057120235341612 0.048141319558627181 0.033030115915644455 -0.14069094379865721 0.0036167852637445279 -0.10434020554010259 0.010594854149207477 0.037885731854667565 -0.038227901628190182 0.083331491853477727 0.02807958456927577 0.047458094355120481 0.032765059754113569 0.0015353138219120666 -0.002526517683676701 0.001304126985650818 0.077147525863496103 0.10068912971817222 -0.10098431142977665 -0.064626811365587164 -0.11879073142683934 -0.056515028931903771 0.024343023464124494 -0.09911495484465177 -0.0038113807645276153 0.078630014619448699 -0.026369954233531646 -0.066626981164384744 0.037625093488167359 -0.028777917759563516 0.080880355536037452 -0.14144707571480014 0.059054604204162857 -0.064289976050604714 -0.10849000091294046 0.011125945829976707 -0.018817846672927491 0.025923973337763008 0.097290519822171725 -0.14159315987693918 -0.039206751235174801 -0.033318075732200893 0.14724203609854056 0.039822519371471007 0.071236096438949736 -0.053245097019490296 -0.04074798954746868 0.044124560743836722
leaf_weight=176.02273337732501 0.48127014718374983 1.7462169446553155 0.20928551707038323 0.12406417968668393 1.1928722233969895 2.6950205259045106 2.1100884230072552 0.066432518884538605 0.65578930693663895 0.55909376558338408 16.124723702011156 0.75362815991684318 2.307428910042745 0.74986755597274068 1.2488375474349656 0.18573895940699003 2.7480754099306064 17.845172303876101 4.9265783918453927 3.2371689778792634 0.34565629742610404 0.12955032385070886 0.04679573158500705 0.34102312345385133 0.34198196770739731 0.77621903175895546 0.41087222582427785 0.27377052311931072 5.148316064376556 0.0990838746074586 0.1740957081055966 1.5376847538009313 0.16767580360101408 1.1988861499494277 0.13494373610228638 0.3805592046246602 1.0473521427607 0.1538570573184187 0.29637771857960615 0.59529084045425484 0.58662303033634144 0.23004866742485353 0.65230999187042504 0.11748662164609414 0.93693089210137248 0.42327744742942774 0.2336311939870942 0.53131545396172475 1.1881344373541649 0.32365649426355958 0.45146669166570053 1.3532775246858364
leaf_count=141884 187 1102 56 201 848 1341 1351 8 130 66 13022 341 1254 463 757 164 3389 6111 2668 1175 103 16 11 215 93 205 70 112 2194 20 63 415 23 482 62 71 1486 147 106 334 186 239 120 29 235 95 28 114 183 100 121 362
internal_value=0 0.00475248 0.00277968 -0.00161382 0.0116701 0.0269822 0.0120435 -0.000248988 -0.037819 -0.0766869 0.00826817 -0.00941717 -0.0183726 0.0417181 0.00822654 0.0229119 0.000847019 0.0011028 -0.000651917 -0.00474353 -0.0134687 -0.0160832 0.0131937 -0.0248486 -0.0387848 -0.0498793 -0.0285819 -0.0174494 -0.0240993 -0.0153748 -0.0518025 -0.0480112 -0.0560971 -0.0317187 -0.0167752 -0.107248 0.05072 0.0272629 0.00911051 -0.0299627 0.0120646 0.0222734 0.0442107 -0.0348005 -0.00221708 0.0525407 0.0411695 0.055167 0.0434709 0.00422779 0.0124559 0.0250928
internal_weight=0 80.5955 74.0442 49.5646 24.4795 6.55133 3.85631 47.8263 1.33895 0.683158 22.01 4.79116 4.03754 2.4695 1.73011 1.71963 46.4873 46.4209 43.519 30.6726 12.8274 12.4817 17.2189 0.526762 1.73836 1.52907 1.18709 12.3522 9.11502 6.95276 2.16226 1.80444 1.70536 1.6076 1.33383 0.554655 1.09415 2.90193 12.8464 0.891669 11.9547 7.02816 3.69986 0.347535 3.3283 3.35233 2.70002 2.27674 2.04311 0.854972 2.39137 1.9399
internal_count=184558 42674 38880 20132 18748 3794 2453 19708 397 267 17058 2539 2198 1690 944 1227 19311 19303 15767 10847 4736 4633 14519 379 424 368 275 4617 3442 2652 790 458 438 656 544 134 1497 3536 4920 440 4480 1812 908 268 904 640 520 425 397 214 669 548
shrinkage=0.1


Tree=97
num_leaves=53
num_cat=0
split_feature=3 12 4 8 6 10 0 4 16 12 1 16 10 5 16 15 12 8 5 5 5 5 3 12 10 4 1 10 12 12 1 6 1 12 9 15 4 5 5 12 12 1 1 3 12 4 3 0 15 3 16 15
split_gain=0.164392 0.180681 0.320591 0.172349 0.2181 0.241043 0.171713 0.164163 0.269988 0.256471 0.198998 0.227142 0.168508 0.162228 0.160461 0.159517 0.167484 0.159281 0.193491 0.158174 0.151468 0.185412 0.218218 0.151315 0.167503 0.150104 0.146409 0.141961 0.23403 0.369845 0.254806 0.245577 0.243186 0.274381 0.272132 0.245236 0.208467 0.202386 0.196737 0.151408 0.214978 0.149347 0.203249 0.162724 0.141841 0.138749 0.232879 0.284606 0.207503 0.179939 0.480274 0.319316
threshold=-0.33200671710073942 -1.4710983506515753 -1.0063680548107319 0.010459192990827386 0.46426463229438109 -0.020719378821303296 0.18871262669563296 -0.49949575911869654 0.13050105897013572 -1.4710983506515753 0.77753600478172313 -0.088198332432630186 -0.0017868341657018259 0.33298856827625734 -0.31978365780645285 0.027216791631886336 2.1908629291201991 0.006202192717881771 0.11362865063617368 -0.57343349797682164 -0.25940121731667604 -0.25443579055088511 -0.67175750727619732 0.10817355218264597 0.003801970891107607 -0.74954089200943563 0.015750268474221233 -0.010482765203465879 1.1028670695080756 0.94902683048356251 0.71707037091255199 -0.019594419778145408 0.99685788154602062 2.6012778487908776 0.01117420065312995 -0.017432458168606637 -0.24959896923803046 -0.17234502173880473 0.41636485298053932 1.431714949496605 1.6823483160898738 0.9538685977458955 0.67545679211616527 -0.46832142409402872 2.6573420088397071 -1.3049660749646703 -0.17408449854701755 0.061503959819674499 -0.14970125036855472 -0.29431685991585249 0.0063047198992611285 0.032687314927433576
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 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 9 27 14 11 -11 20 -5 -1 16 -10 18 -14 25 -13 -22 -23 -17 -25 -3 -24 36 29 -29 -31 39 33 34 -33 -34 -9 -32 -37 -30 -41 42 -35 -44 -42 46 47 -21 -48 50 51 -47
right_child=1 19 -4 13 -6 -7 -8 8 15 10 -12 12 17 -15 -16 23 -18 -19 -20 45 21 22 26 24 -26 -27 -28 28 31 30 37 32 35 41 -36 38 -38 -39 -40 40 44 -43 43 -45 -46 49 48 -49 -50 -51 -52 -53
leaf_value=0.10961281027370762 0.094555050377526303 -0.10757577612474754 -0.0010675512850926851 0.072298747671980718 -0.13560758820529462 0.010624182565723199 -0.070683361106012463 -0.059021293200838834 -0.070451328174981259 0.049167277994112302 0.097624543043649467 0.019453261662339454 0.018362717473490598 -0.0059581054665327933 -0.035926690312372944 0.044097068814529981 0.056834367576510836 -0.013873996710604184 0.079126240724809532 0.051071207602765227 -0.12233331046447765 0.055582446550400844 0.1161034094552232 -0.096285545180519419 0.059436368425898348 -0.017668971070422892 -0.037096398568684241 -0.0017950202833679275 0.071217322489557436 0.02191260239219274 0.041840339920847153 -0.033821023946559288 0.085736484202466837 0.03914312553414151 0.089482638178191173 0.069784912561405343 0.022415744408962639 -0.12145688790446099 -0.038977504813114461 -0.034279688434023153 0.059732211677109071 0.046998301454474395 -0.1223472177908943 0.047945548852098806 0.012234591259026897 -0.02065871970922193 -0.037342635117421273 -0.043944640514768936 -0.0074059969960075279 0.00078078640159900221 -0.0567248163829197 0.054483426572961957
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leaf_count=10 165 80 7972 601 20 1271 156 304 409 710 443 445 582 163 416 213 40 235 366 357 45 225 9 62 29 461 566 6456 377 119 73 942 80 133 79 100 2382 157 43 264 789 231 73 40 619 668 1248 127 5314 146630 844 415
internal_value=0 1.35737e-05 0.0119184 0.0324356 0.0175768 0.022276 0.00682256 0.00734082 0.00387421 0.0185565 0.0242974 0.0211728 0.0115908 0.0575644 -0.0260479 -0.0340809 -0.0576595 0.0295286 0.0422237 -0.000697328 -0.00316675 -0.0221765 -0.0123587 0.00400567 -0.0490178 -0.040092 -0.030345 0.00607348 0.00236374 -0.00607 -0.0690348 0.014119 0.00136651 -0.00926255 -0.0264501 0.0394982 0.0186078 -0.100617 -0.00103083 0.0336562 0.0231047 0.0246049 -0.0169635 -0.0788874 0.0352045 -0.000497985 -0.00917015 0.026752 -0.0129974 0.0003001 -0.0200869 0.0108361
internal_weight=0 213.456 12.0127 4.64595 2.93838 2.86551 42.504 42.2375 32.2829 9.95454 8.82651 8.48752 6.34173 1.70758 1.12803 1.75418 1.07786 2.85448 2.20888 201.443 3.48725 1.89502 1.74385 0.676323 0.28951 0.996477 1.38652 30.5288 23.5729 13.7305 0.856016 9.84236 5.96659 4.67639 3.10465 1.2902 6.95586 0.63399 0.696717 3.87577 3.04797 1.57174 0.551768 0.258891 2.52282 200.447 16.8767 1.61481 15.2618 183.57 4.212 2.29086
internal_count=184558 166336 10192 2220 1456 1436 18222 18066 14014 4052 3626 3183 2473 764 426 753 449 1183 948 156144 1290 845 800 304 91 541 575 13261 10575 6805 349 3770 1721 1498 1021 223 2686 230 143 2049 1672 477 246 113 1408 155603 7046 484 6562 148557 1927 1083
shrinkage=0.1


Tree=98
num_leaves=53
num_cat=0
split_feature=3 13 4 0 4 10 3 3 2 4 3 10 0 13 10 2 4 10 16 12 3 10 15 10 13 10 16 13 3 16 10 3 9 8 4 4 4 3 10 3 2 10 16 15 15 12 2 14 0 13 4 4
split_gain=0.350053 0.182263 0.168923 0.16561 0.274533 0.208701 0.192463 0.320209 0.297007 0.162013 0.161434 0.152425 0.149874 0.143056 0.144625 0.134585 0.167734 0.165841 0.158353 0.151171 0.145181 0.137647 0.137298 0.180429 0.17864 0.166719 0.130226 0.399823 0.247525 0.197634 0.127515 0.125941 0.144578 0.142055 0.118414 0.118217 0.199819 0.223981 0.182199 0.212923 0.158194 0.143863 0.11896 0.130644 0.118443 0.165618 0.115757 0.115529 0.111954 0.109918 0.201124 0.294913
threshold=0.057369077578186996 0.18599839856688299 -1.5294500446759411 0.0071812218520790347 -0.27502461302594144 0.023609007732830211 -0.0946189744863659 -0.020675516454502937 0.012193370610475542 -0.33789722018753621 0.76941819553758262 -0.043384559574227176 0.07226800918579103 -0.22328270322257507 -0.0022980825871443933 8.4049202996538966e-05 0.24617427481291987 -0.0065677570787032015 -0.18998128414104562 3.5344059213226231 -0.16795049468055365 -0.036276909055117941 -0.11657360991555238 0.0084151836582834708 0.15890198300807123 -0.0036159062751540453 0.28559473172600058 0.033071100657676093 -0.026106936857104298 0.12756219052431625 0.074681871919674778 -0.61037512449547637 0.072159319408613268 0.047261870001798538 -1.4309424213553588 1.53542062334697 1.389589453132986 -0.92461817257571954 0.012186704996600491 -0.70507352514323418 0.002936931094154716 -0.0071979604815338759 -0.10307937371140431 0.012313817823950031 -0.13763680693830577 1.1856720085141339 0.99557068943977367 -0.51259378074713824 0.0057063857093453416 -0.34755894453916564 -1.2600764926047747 -0.2822567195527716
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 11 -1 8 -8 -9 12 -6 -2 14 -12 16 -13 18 -18 21 22 -17 25 24 -24 -19 29 -28 -29 49 46 -31 33 -33 -34 36 38 -38 39 48 44 -42 43 -39 45 -41 -14 -46 -23 50 -5 -52
right_child=10 2 -4 26 5 -7 7 9 -10 -11 13 15 30 -15 -16 19 17 20 -20 -21 -22 35 23 -25 -26 -27 27 28 -30 31 -32 32 34 -35 -36 -37 37 42 -40 40 41 -43 -44 -45 47 -47 -48 -49 -50 -51 51 -53
leaf_value=0.0089910056025180526 -0.047338323256654685 0.046984133356945304 0.0063707253729400441 0.033958715616297583 0.073529183263140938 -0.10415318882448786 0.012961100911627714 -0.0036637129677668241 0.088309835588199506 0.099241114478296449 -0.044929659398725265 0.054585092009816608 -0.0049570177712055666 -0.044292997037767831 0.034011805353065909 -0.10160511072256773 0.055535851733814506 0.051044349456876498 -0.013306163755263799 -0.053723784306725933 0.040590638267560486 0.038459966261843073 0.012063336671366363 0.096572948874628334 -0.076190767636920953 -0.076642421800243249 0.011057830105788431 -0.14339419201622863 0.037426569044806651 0.094189829771492692 0.031210667269916937 0.0098735723026150222 -0.12802771511595998 0.060629059468164881 0.00079472615341310985 0.021794528598951639 -0.14336816936402183 -0.12607152510922862 -0.060284761493026001 -0.01395438591384769 0.036786710200931473 -0.0018436031054543845 -0.012345566055186536 -0.0038197328650261919 -0.072017593421001322 -0.13031168542772162 -0.032136789500108502 -0.0065987540230815298 -0.065818992381363503 -0.001809392051630127 -0.051226236242954665 0.00075948391937897338
leaf_weight=7.0586902679669947 0.84395251145360717 1.0286927445922618 49.579233359626187 0.65723737896041701 0.2731628779238261 0.17062951190928188 0.8250172153602765 1.7235591186026793 1.4454136702188405 0.15019797399145129 0.36771751142805442 0.72150694761149381 40.160367515071897 2.0919941750663886 0.5660975315186082 0.12354888726259616 0.34221498057013366 0.12656815796799492 4.7172238419798296 0.59839653825656469 1.6850336923189386 1.7845904245750794 5.0735894494746399 0.22378356899389462 0.22274312398531027 0.35768965913302775 0.73321945106317687 0.35476634890801506 0.087093725094746333 0.16888366853527159 0.92340577810318691 8.1303025431786811 0.11528976137924474 0.57525905298643998 0.15363437105588751 1.7793034619789967 0.15329400208429467 0.1952150871220516 0.47218275032628376 0.31527478947101251 1.3907855714869581 3.0506738555091033 1.6828549815727443 0.15026725824282039 0.26830080116634025 0.18747629500103358 1.6138844084985056 4.9630877744317283 0.093528244144181261 99.910311626513931 2.1268965757047908 2.2208593051946073
leaf_count=3015 880 336 28367 282 88 92 467 869 466 82 463 202 47046 3053 908 46 37 25 791 217 338 1055 774 33 43 58 530 64 56 72 707 5293 14 294 69 614 10 26 222 176 842 2387 366 25 117 39 2065 2952 73 72469 1830 2659
internal_value=0 0.0019924 0.00721231 0.000315162 0.00566327 0.000828087 0.0190736 0.0361365 0.0612402 0.0054315 -0.00759703 0.00146566 -0.00603795 -0.0298677 0.00267022 0.000782235 0.00826268 0.00556949 -0.00847344 -0.00507562 0.0148076 -0.00326805 0.00747459 0.0119934 0.00811173 -0.04265 -0.00164978 -0.0345224 -0.107685 -0.00130584 -0.00520245 0.0127804 0.0110671 0.013343 -0.0589031 -0.0024236 -0.00537603 -0.0331769 -0.000494214 0.00193243 -0.00379381 0.0103504 -0.0236877 -0.0756601 -0.0147476 -0.0602833 -0.00602015 -0.010184 0.0327043 -0.0025354 -0.0169709 -0.0247756
internal_weight=0 208.167 50.6079 157.56 42.3258 31.1229 11.2029 4.14419 2.27043 1.87376 46.5674 30.9523 43.5416 3.02581 0.933815 30.6791 13.4704 12.7488 5.05944 17.2088 7.68941 16.6104 6.00437 5.52012 5.29633 0.484258 115.234 1.17508 0.44186 114.059 42.6977 9.14337 8.97449 8.70556 0.268924 16.4868 14.7075 2.18163 12.5259 12.0537 10.1756 4.44146 2.02834 0.345482 5.73414 0.502751 41.7743 5.23139 1.87812 104.915 5.00499 4.34776
internal_count=184004 128882 28703 100179 16547 11648 4899 1884 933 951 55122 11556 50698 4424 1371 11468 2301 2099 828 9167 1271 8950 933 850 817 83 83632 650 120 82982 49818 5742 5670 5587 83 8904 8290 427 7863 7641 6513 3229 417 51 3284 215 49111 3069 1128 77240 4771 4489
shrinkage=0.1


Tree=99
num_leaves=53
num_cat=0
split_feature=3 3 0 13 13 4 1 2 0 8 2 12 12 3 2 3 16 4 16 6 0 4 16 1 14 12 4 6 2 0 16 12 1 11 4 3 8 0 3 11 6 16 2 16 2 11 16 3 0 16 2 12
split_gain=0.306117 0.137583 0.142197 0.129615 0.124709 0.157308 0.206921 0.189324 0.177585 0.203007 0.18254 0.166062 0.373048 0.213257 0.192686 0.202306 0.146194 0.211585 0.163002 0.160139 0.140094 0.212692 0.307865 0.139516 0.211421 0.347448 0.212198 0.183275 0.245612 0.239279 0.311594 0.175315 0.168659 0.327321 0.237414 0.232361 0.255346 0.221228 0.186548 0.162137 0.152751 0.150549 0.147565 0.159842 0.141007 0.139899 0.137593 0.136645 0.242691 0.135702 0.143029 0.194346
threshold=0.057369077578186996 0.76941819553758262 0.07226800918579103 -0.22328270322257507 0.18599839856688299 -1.1171383332072404 0.39416137337684637 0.027337186969816688 0.0053605507127940663 -0.018509150969977659 0.19235249608755114 -1.084555946208775 -0.94089819547101361 -0.41023013181984419 0.019778749905526642 -0.31819805875420565 0.21870896195831888 -1.2030856900351179 0.15628914915539766 -0.11967231599108881 0.060033429414033897 -1.3049660749646703 0.17692377434253823 0.98608100414276134 -0.57920461038034921 0.28158533787611217 1.4479182887617477 -0.019592294719348109 0.002285117632709444 0.0087789269164204615 -0.12459654615159099 -0.17178249906402168 0.99614673852920543 -0.010208791448032379 2.1246048965242164 -0.27118874667212362 -0.023047240210535513 4.8201127356151126e-05 -0.14620969258248803 -0.00036497387481806585 0.25103207554053558 -0.17618402194316229 1.7722447410051249e-05 -0.069956770630685838 6.3744879298610626e-05 0.0010267070005794098 -0.011869656285505526 0.027342691319063309 0.095091231167316451 0.20828284629646635 0.049387371167540557 -0.51724653724917835
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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 6 8 -7 9 -1 11 16 13 -13 15 -14 18 -18 19 -10 -16 -22 -23 24 25 -6 40 28 32 42 41 -28 35 34 -34 36 -25 -37 -36 -33 47 -31 -29 -44 -27 -35 -11 -26 -49 -9 51 -51
right_child=1 3 -4 -5 23 7 -8 49 10 46 -12 12 14 -15 20 -17 17 -19 -20 -21 21 22 -24 27 26 44 31 29 -30 30 -32 39 33 45 38 37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 -48 48 -50 50 -52 -53
leaf_value=-0.012499377454515402 -0.046551383779217193 0.0029014387580225546 -0.0047573399881393613 -0.04205107565830575 0.081952813311891054 0.0029375957275774773 -0.10114572782237781 -0.0053910827026167982 -0.0031852269506475097 0.01632890805781478 0.094416281875029484 0.088365492059260017 -0.17333180466156581 -0.041817055333812365 0.024008502535895402 -0.019957599069503715 -0.0015626980542681136 -0.15119785371452366 0.064851743937813844 0.023973672264306637 -0.034506816105230119 0.045765552036108659 -0.10726280045710407 0.13519246377763244 0.0090221783705993538 -0.10038872662732495 -0.076258629177413773 0.042714804541443552 -0.12666982162904036 0.038604572413349213 0.089501828914630766 -0.022530497412289213 -0.11412951915014757 0.061594520987521509 -0.071584949397326611 0.1029985679931549 0.029160540329489171 -0.016233228537063979 0.040059273911448159 0.053519644029950908 -0.010154974375516336 -0.075904420299434006 0.033304793453152647 -0.041386417710129818 0.01107679854211472 -0.095417948297185029 0.057904260186952689 -0.04016728942991122 0.035761194711147255 0.099670237187154065 0.0038358601918492192 -0.040547312033419582
leaf_weight=0.97288142446450354 0.81271126832689233 0.93512738531171669 42.436138974904537 2.0097483675732226 0.8388268975977542 67.95223578945388 0.15492325788363714 62.589683613386399 3.8435152799829728 1.4611876156595829 0.20729161169947374 0.11579524823173448 0.084705415938515216 2.7089298647406395 3.9267786500968214 0.58133830425503585 0.36744946159160463 0.10979218175634819 0.6124928929893948 4.9607610642124191 1.2620392245007681 0.95371370602515504 0.13508868543431163 0.2843921067969859 30.451298096111884 0.13926546702714404 0.50342238186567589 0.85795993891588196 0.120577560730453 0.26389210921479389 1.1887080302685711 1.9517364127095793 0.36866248250771605 0.46835913186714584 0.26183510765986284 0.15746574252261814 0.97823173485812709 1.3843863394242815 0.30560786859132349 0.30984385964984418 5.8659503095843197 0.17657479547051513 0.46201805362807147 0.69663019654490166 0.40012897355700261 0.048393714409030508 1.7818173604064274 1.4115278811855194 0.58109674165825698 0.38981912346753234 1.1889967407423681 0.11967560145421785
leaf_count=295 880 1371 49818 3053 251 35850 53 54591 1476 413 127 39 20 927 1327 221 126 12 176 1771 496 403 20 50 20249 23 214 73 73 117 612 704 186 255 48 19 420 603 51 109 2473 104 171 296 141 14 517 1018 429 182 1083 54
internal_value=0 -0.00699193 -0.00556132 -0.0278442 0.00200989 0.000615438 0.00801789 -0.000742365 0.00879338 0.0273912 0.00482661 0.00379853 -0.00544613 -0.0359664 0.00702924 -0.0434223 0.0129193 -0.0401393 0.0156781 0.0121347 0.0124885 -0.00678967 0.0253753 0.00633106 0.00404145 0.0423166 0.0027396 0.01841 0.00458008 0.0349153 0.0632114 -0.0239264 0.00880343 -0.0187041 -0.0536218 0.0230815 0.0545729 -0.00303163 -0.0120603 -0.0117786 0.00467431 -0.00845226 0.0117065 -0.0115502 -0.0199644 0.0442326 0.039361 0.00735954 -0.0179055 -0.0046318 0.0231162 0.0664803
internal_weight=0 46.1937 43.2489 2.94488 206.958 156.481 24.2405 132.24 24.0856 4.21589 19.8697 19.6624 9.76839 2.82473 6.94366 0.666044 9.89401 0.477242 9.41677 8.80428 6.27762 2.35084 1.0888 50.4768 42.4531 1.37822 41.0749 8.02369 4.37791 3.64578 1.62917 2.765 4.25733 1.45286 0.936105 2.80448 1.26262 1.54185 0.567443 2.26158 38.3099 0.440467 2.01661 1.15865 0.539394 0.516753 3.243 32.4439 1.99262 64.2882 1.69849 0.509495
internal_count=184004 55122 50698 4424 128882 100179 8419 91760 8366 1225 7141 7014 3453 966 2487 241 3561 138 3423 3247 2246 919 423 28703 25611 415 25196 3092 1719 1373 833 1027 1646 554 285 1092 470 622 99 813 24169 221 540 467 164 269 930 21696 1447 55910 1319 236
shrinkage=0.1


end of trees

feature_importances:
protbert_core_features_protein_wt_0_pc=512
protbert_core_score_wt=503
proteinsolver_core_score_change=397
protbert_core_score_mut=377
protbert_core_features_protein_wt_8_pc=361
protbert_core_features_protein_wt_5_pc=351
protbert_core_features_residue_change_0_pc=294
proteinsolver_core_score_mut=290
protbert_core_features_protein_change_5_pc=276
protbert_core_features_protein_change_4_pc=267
protbert_core_features_protein_change_2_pc=262
protbert_core_features_residue_wt_0_pc=243
protbert_core_features_residue_change_1_pc=234
protbert_core_features_protein_change_8_pc=223
protbert_core_features_protein_change_6_pc=210
protbert_core_features_residue_change_9_pc=205
protbert_core_features_residue_change_5_pc=195

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 53]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 18]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.42749]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 2]
[bagging_seed: 3]
[feature_fraction: 0.726846]
[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: 1.27092e-08]
[lambda_l2: 0.0175951]
[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: 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[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:[]
