tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=169
objective=binary sigmoid:1
feature_names=aa_000 ab_000 ac_000 ad_000 ae_000 af_000 ag_000 ag_001 ag_002 ag_003 ag_004 ag_005 ag_006 ag_007 ag_008 ag_009 ah_000 ai_000 aj_000 ak_000 al_000 am_0 an_000 ao_000 ap_000 aq_000 ar_000 as_000 at_000 au_000 av_000 ax_000 ay_000 ay_001 ay_002 ay_003 ay_004 ay_005 ay_006 ay_007 ay_008 ay_009 az_000 az_001 az_002 az_003 az_004 az_005 az_006 az_007 az_008 az_009 ba_000 ba_001 ba_002 ba_003 ba_004 ba_005 ba_006 ba_007 ba_008 ba_009 bb_000 bc_000 bd_000 be_000 bf_000 bg_000 bh_000 bi_000 bj_000 bk_000 bl_000 bm_000 bn_000 bo_000 bp_000 bq_000 br_000 bs_000 bt_000 bu_000 bv_000 bx_000 by_000 bz_000 ca_000 cb_000 cc_000 cd_000 ce_000 cf_000 cg_000 ch_000 ci_000 cj_000 ck_000 cl_000 cm_000 cn_000 cn_001 cn_002 cn_003 cn_004 cn_005 cn_006 cn_007 cn_008 cn_009 co_000 cp_000 cq_000 cr_000 cs_000 cs_001 cs_002 cs_003 cs_004 cs_005 cs_006 cs_007 cs_008 cs_009 ct_000 cu_000 cv_000 cx_000 cy_000 cz_000 da_000 db_000 dc_000 dd_000 de_000 df_000 dg_000 dh_000 di_000 dj_000 dk_000 dl_000 dm_000 dn_000 do_000 dp_000 dq_000 dr_000 ds_000 dt_000 du_000 dv_000 dx_000 dy_000 dz_000 ea_000 eb_000 ec_00 ed_000 ee_000 ee_001 ee_002 ee_003 ee_004 ee_005 ee_006 ee_007 ee_008 ee_009 ef_000 eg_000
feature_infos=[0:2746564] [0:204] [0:2130706796] [0:8584297742] [0:21050] [0:20070] [0:3376892] [0:4109372] [0:10552856] [0:63402074] [0:228830570] [0:179187978] [0:94020666] [0:63346754] [0:17702522] [0:18336298] [0:74247318] [0:16512852] [0:5629340] [0:10444924] [0:33591360] [0:55903508] [0:140861830] [0:122201822] [0:77934944] [0:24434364] [0:350] [0:1246190] [0:9237250] [0:2626676] [0:794458] [0:116652] [0:50553892] [0:39585320] [0:28474838] [0:13945170] [0:40028704] [0:124948914] [0:127680326] [0:489678156] [0:104566992] [0:18824656] [0:10124620] [0:4530258] [0:14217662] [0:45584242] [0:123047106] [0:467832334] [0:64589140] [0:39158218] [0:1947884] [0:666148] [0:232871714] [0:116283282] [0:55807388] [0:36931418] [0:25158556] [0:19208664] [0:18997660] [0:14314086] [0:31265984] [0:43706408] [0:192871534] [0:396952] [0:306452] [0:810568] [0:51050] [0:74247318] [0:3200582] [0:42202288] [0:45736316] [0:1310700] [0:1310700] [0:1310700] [0:1310700] [0:1310700] [0:1310700] [0:1310700] [0:1310700] [0:1034620] [0:2746564.8300000001] [0:192871534] [0:192871534] [172:186353854] [0:1002003] [0:40542588] [0:120956] [0:1209520] [0:148615188] none [0:4908098] [0:8584297736] [0:21400] [0:2] [0:140986129.91999999] [0:60949671.359999999] [0:51561397.439999998] [0:130560] [0:73370] [0:6278490] [0:14512994] [0:58508606] [0:94979324] [0:169869316] [0:117815764] [0:72080406] [0:33143734] [0:7541716] [0:36398374] [0:8584297742] [0:496360] [0:192871534] [0:57450] [0:839240] [0:438806] [0:46085940] [0:42421854] [0:74860628] [0:379142116] [0:73741974] [0:12884218] [0:1584558] [0:44902992] [0:910366] [0:733688] [0:81610510] [0:44105494] [0:742856] [0:18446472] [0:21006] [0:9636] [0:120759484] [0:445142] [0:176176] [0:21613910] [0:27064294] [0:124700880] [0:22987424] [0:726750] [0:5483574] [0:103858120] [0:23697916] [0:2924584] [0:1874542] [0:348118] [0:6351872864] [0:50137662] [0:4881071.4069893481] [0:656432] [0:460207620] [0:127034534] [0:114288420] [0:3793022] [0:1414] [0:8506] [0:1322456920] [0:83520.479999999996] [0:82806] [0:74984446] [0:98224378] [0:77933926] [0:37758390] [0:97152378] [0:57435236] [0:31607814] [0:119580108] [0:19267396] [0:3278647.6567547889] [0:482] [0:1146]
tree_sizes=3316 3331 3332 3352 3333 3345 3362 3352 3363 3359 3367 3371 3371 3367 3374 3381 3378 3387 3389 3383 3386 3409 3384 3394 3383 3390 3405 3411 3398 3408 3416 3403 3400 3415 3410 3414 3412 3398 3409 3409 3430 3426 3421 3425 3417 3419 3424 3434 3431 3436 3407 3417 3441 3442 3432 3468 3439 3438 3434 3447 3444 3432 3418 3462 3461 3445 3457 3454 3461 3472 3480 3460 3445 3464 3452 3478 3448 3466 3466 3473 3452 3478 3473 3470 3486 3472 3473 3491 3493 3486 3482 3477 3460 3484 3489 3454 3486 3497 3496 3467

Tree=0
num_leaves=31
num_cat=0
split_feature=70 7 37 8 21 38 40 37 80 8 34 131 143 119 20 151 102 10 41 73 39 106 40 163 18 151 26 127 72 112
split_gain=13738.9 3759.43 2080.63 1970.68 1054.96 1302.14 833.35 733.215 607.283 556.312 540.491 515.512 355.014 297.808 294.447 271.192 269.628 259.563 255.296 236.787 235.023 196.972 160.119 144.858 186.063 141.724 138.069 120.795 103.186 88.5773
threshold=3102225.0000000005 2705.0000000000005 924741.00000000012 139996.00000000003 2510054.0000000005 21214.000000000004 5296970.0000000009 14792.000000000002 654044.6050000001 139996.00000000003 10336.000000000002 23887708.00464984 455849.8126155021 48626.000000000007 208984.00000000003 117.00000000000001 5115743.0000000009 559716.00000000012 42711.000000000007 345037.98496566602 13038608.000000002 3731.0000000000005 3208003.0000000005 1934501.0000000002 512.93157160559906 17494292.695509594 4.2261233057085672 9652.556025276479 625530.00000000012 7026.9504053271394
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
left_child=3 2 4 8 9 21 -5 -3 18 10 12 -4 13 15 27 -2 -7 20 23 29 -13 -6 -17 -1 -25 -8 -19 -10 -15 -14
right_child=1 7 11 6 5 16 25 -9 14 -11 -12 17 19 28 -16 22 -18 26 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.1860544339617327 0.11362729223805168 1.8974920390413361 -2.7278017582805782 -3.3766256975911357 -0.58196776626374902 -1.0042204850610799 1.4929112397086062 -2.4251343959346263 0.75985754013665385 -0.0051650327432266607 0.59095645261769647 -2.3965950416687556 -1.7615944092531066 -3.8169499777543874 -4.194574360418664 -3.7181866776729615 -3.6378966187832358 1.467633525930264 -1.6141410788794373 0.38288989552917041 0.64373804246737709 1.7126329056280536 -1.0980544225716011 -3.8577144508620793 -1.4077064163563064 -0.95060109219793087 -0.78840242878689359 -1.8126359466901523 -2.4251343959346281 -3.8996676996713249
leaf_weight=739.44300107657909 0.371384657919413 2.9710772633552547 0.61359204351901953 0.85579942911863227 0.5812977254390711 0.53285624831914891 0.7912107929587362 0.45212045311927784 0.32294318079948314 0.54900340735912401 0.35523749887943346 0.50056193023920081 0.45212045311927684 9.2684692889451945 0.35523749887943268 0.83965227007865884 1.4370971545577047 1.6954516991972925 0.3875318169593801 0.37138465791940689 0.5167090892791748 1.0495653375983236 0.32294318079948425 7.7183420211076719 0.32294318079948414 0.33909033983945847 0.32294318079948414 0.41982613503932953 0.56515056639909822 0.33909033983945847
leaf_count=45794 23 184 38 53 36 33 49 28 20 34 22 31 28 574 22 52 89 105 24 23 32 65 20 478 20 21 20 26 35 21
internal_value=-4.09291 -1.74308 -2.25109 -4.16834 -2.71529 -1.19525 -1.02253 1.32658 -4.17668 -3.1227 -3.25553 -0.0841497 -3.36458 -3.5348 -1.82665 -2.23888 -2.92551 0.450206 -4.18013 -1.70016 -0.852299 0.894755 -2.99037 -4.18146 -3.75932 0.759858 1.10667 -0.694161 -3.73696 -2.67791
internal_weight=0 24.1077 20.6845 750.956 17.0353 3.60082 1.9861 3.4232 748.97 13.4344 12.8854 3.64926 12.5302 11.3676 1.09801 1.53398 1.96995 3.03567 747.872 1.1626 1.01727 1.63086 1.1626 747.484 8.04129 1.1303 2.01839 0.742769 9.83362 0.791211
internal_count=48000 1493 1281 46507 1055 223 123 212 46384 832 798 226 776 704 68 95 122 188 46316 72 63 101 72 46292 498 70 125 46 609 49
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=96 17 38 71 23 12 102 78 21 40 72 17 105 75 63 77 65 57 97 21 14 91 147 164 112 149 63 146 116 43
split_gain=622.728 63.8213 31.1138 32.4293 23.4834 104.088 25.3822 20.0525 19.5301 17.3487 30.0853 19.245 20.1065 15.6688 15.5088 18.8726 16.0599 14.1288 17.4263 16.478 55.4121 34.8686 20.2976 38.3589 32.6737 23.4044 13.9334 22.5216 26.2611 30.4015
threshold=1455449.7600000002 2884.0000000000005 38155.000000000007 193870.00000000003 3081197.0000000005 1875010.0000000002 702866.00000000012 530895.38567645813 7873413.0000000009 4376933.0000000009 379876.7595284172 7798.0000000000009 35438.000000000007 172470.00000000003 118.36318010437363 145080.00000000003 5.0000000000000009 4206208.0000000009 83491.282336710035 225001.00000000003 15217.000000000002 191304.9959842125 536193.79725027177 2416887.0000000005 388.42470594174449 43996800.000000007 70.089222097788266 500267.40783756704 466217.00000000006 405.00000000000006
left_child=9 2 3 -2 5 -3 -7 13 26 -1 11 12 -11 -5 16 -16 -6 19 -19 20 21 -17 -22 24 -24 -26 -4 28 -28 -30
right_child=1 4 8 7 14 6 -8 -9 -10 10 -12 -13 -14 -15 15 17 -18 18 -20 -21 22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.098348399076620074 -0.089098338402022706 1.8793672452940158 -0.10677935685114355 0.59058734310205618 0.22830232172153556 -0.10688678678781532 0.52438453724204026 0.49844826199927539 0.47250859347405055 0.56004865337568466 0.69408259350242663 0.61280141204807892 -0.098124122381410592 0.13431136039341171 0.49417933211475473 0.3950013772008833 0.015766148988317377 0.14003781994152126 -0.12102229769006743 0.15413655199533594 -0.015814266143333991 1.3614804137658272 0.95771516846408289 0.16558608047130682 0.6575118604320388 0.088332649144241035 0.77163128004956327 -0.042183036943301201 3.2873801077471114 0.075188107353152622
leaf_weight=644.50929491687566 5.8733197655528775 0.43098270893096868 10.54042519815266 0.77520519681275502 4.8778433240950134 1.3140595508739354 1.2360809082165358 1.7352389348670829 0.87664991617202659 0.50032652076333572 0.66409245133399952 0.46689067035913456 6.4187688948586583 25.841215883381665 1.8259760392829765 0.79283077362925058 13.112894614227114 11.06861501559615 3.3251014957204452 41.22413591388613 3.0975700616836574 0.70543891098350286 1.2234352314844716 10.707169702276586 1.3042314732447269 1.6195157384499905 0.5646731778979327 25.291025071404874 0.029508093371989896 19.713994023390114
leaf_count=43442 165 12 551 23 67 60 16 32 9 16 35 21 372 484 25 24 335 76 24 477 168 19 27 87 32 27 24 703 2 645
internal_value=0 0.109563 0.0493973 0.124769 0.165656 0.442015 0.199097 0.169074 0.00415415 -0.0965261 0.0493681 -0.00859975 -0.050531 0.1476 0.156973 0.176529 0.0733913 0.168802 0.0797302 0.189933 0.265801 0.850054 0.21704 0.265597 0.523803 0.342233 -0.00315945 0.0207927 0.0992202 0.079989
internal_weight=0 189.107 91.2413 34.225 97.8659 2.98112 2.55014 28.3517 57.0163 652.559 8.05008 7.38599 6.9191 26.6164 94.8848 76.894 17.9907 75.068 14.3937 60.6743 19.4502 1.49827 17.9519 14.8544 4.14718 2.92375 56.1396 45.5992 20.3082 19.7435
internal_count=48000 4114 2638 704 1476 88 76 539 1934 43886 444 409 388 507 1388 986 402 961 100 861 384 43 341 173 86 59 1925 1374 671 647
shrinkage=0.1

Tree=2
num_cat=0
split_feature=96 17 71 152 75 61 47 9 95 20 96 108 147 103 23 59 112 135 61 21 68 101 14 28 21 105 157 32 90 91
split_gain=532.712 49.8989 27.7801 21.1284 31.5729 31.755 72.1038 25.6877 20.5469 20.4634 41.7654 49.4633 28.1161 30.9771 50.3834 21.4321 21.4153 17.8675 17.6926 16.374 15.0126 14.9575 14.8227 18.4714 14.2 16.5251 26.9146 14.0446 13.1871 13.0715
threshold=1455449.7600000002 976.00000000000011 196010.00000000003 8084.8460532152731 207510.00000000003 247.00000000000003 7393623.0000000009 1547.0000000000002 6838129.4400000004 12799.000000000002 1902305.76 2071.0000000000005 588707.33929040073 13389176.000000002 23630860.000000004 3150615.0000000005 10047.302388603124 1568309.8469928068 1100640.0000000002 7873413.0000000009 36947.000000000007 3221597.0000000005 47917.000000000007 1647.0000000000002 258742.00000000003 1602030.0000000002 1709.5474025715826 324545.00000000006 5378.0000000000009 1.0000000180025095e-35
left_child=17 2 -2 4 5 -4 -7 -6 19 12 11 -11 16 14 15 -14 -3 18 21 20 -5 27 -15 -24 25 26 -12 -1 -22 -9
right_child=1 9 3 8 7 6 -8 29 -10 10 24 -13 13 22 -16 -17 -18 -19 -20 -21 28 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.097337407482687141 -0.065990084694932047 -0.095042261546696469 0.1035699902506536 0.31285255974593251 -0.011645845392390827 1.5914125076430454 0.30286371095139691 0.37932025820330872 0.34737318712954535 1.1361382989927213 0.044029368650324779 0.12385782924994314 0.065996250406967813 -0.1313432994424277 0.98802182297654362 0.53485502904985838 0.34902491148534776 0.73695522711333927 0.68984877107568721 0.36270299923535787 0.08431353418409504 0.65621128761501557 0.21282477861554103 0.018635802480044671 0.13695257442481912 0.17261867697894651 0.58873829260989474 0.60937808617212097 -0.07375279148540291 0.13346231775140863
leaf_weight=593.19110832735896 20.195101804099977 10.489702883176504 2.1268611717969206 1.3020729627460301 12.483396110124888 0.59031009115278754 1.6428224779665468 2.8993496485054484 1.7529447153210629 0.96416790969669708 1.3269988577812899 0.96665233932435513 3.2622634219005731 2.8275101128965643 1.0014846790581939 1.390507912263274 1.2114101164042939 0.25745837390422721 0.28614499978721042 1.1673995815217484 7.0252412911504534 0.26376324519514938 9.5839384961873311 10.01920500025153 57.586534165777266 8.2561011053621751 2.8667643768712878 0.28133705444633861 21.221946459263563 8.5090806726366264
leaf_count=43828 780 473 76 16 476 29 42 42 26 27 40 19 65 30 19 22 20 12 10 8 152 16 80 99 683 63 34 20 618 175
internal_value=0 0.0954172 0.0356104 0.0694013 0.132639 0.380105 0.643481 0.0874795 0.014378 0.138721 0.170538 0.629347 0.0811691 0.13543 0.344609 0.206117 -0.0490682 -0.0959279 -0.0962889 -0.00462546 -0.0191375 -0.0966678 0.0827012 0.113574 0.157889 0.25473 0.41638 -0.0970024 -0.0344408 0.195945
internal_weight=0 192.67 80.9165 60.7214 28.2518 4.35999 2.23313 23.8918 32.4696 111.753 71.9672 1.93082 39.786 28.0849 5.65426 4.65277 11.7011 594.28 594.022 30.7167 29.5493 593.736 22.4307 19.6031 70.0364 12.4499 4.19376 593.472 28.2472 11.4084
internal_count=48000 4114 2440 1660 840 147 71 693 820 1674 866 46 808 315 106 87 493 43886 43874 794 786 43864 209 179 820 137 74 43848 770 217

Tree=3
num_cat=0
split_feature=94 135 71 92 166 117 17 124 40 69 133 79 164 115 17 95 17 71 3 127 120 17 77 25 40 37 134 96 86 36
split_gain=464.159 38.3776 31.6829 24.8366 17.5728 16.4049 29.6269 18.2574 23.425 15.8232 27.4342 19.5435 20.1939 20.6842 15.9113 16.949 13.8352 12.8988 17.3027 11.4257 14.3775 11.2871 19.2691 12.6543 10.6931 13.0773 10.2573 10.196 12.4485 10.0234
threshold=10306415.040000001 732452.3585318136 251857.88148288577 2320.3980719100559 12403.000000000002 1074022.0000000002 44892.000000000007 88.003302520529061 3978065.0000000005 1347465.0000000002 258.08250321490647 77010.000000000015 559868.00000000012 1447180.0000000002 2884.0000000000005 6838129.4400000004 3649.0000000000005 352039.00066643697 443.00000000000006 5462.6386607686218 77050.000000000015 447.00000000000006 145080.00000000003 5917944.0000000009 3418141.0000000005 134262.00000000003 65954.047349695058 5070727.2000000011 5715.0000000000009 30323.000000000004
left_child=1 3 21 5 -3 -1 7 8 -7 10 -4 -12 -13 -14 15 -11 -16 -9 -19 -18 24 23 -23 26 29 -26 27 28 -2 -21
right_child=2 4 9 -5 -6 6 -8 17 -10 14 11 12 13 -15 16 -17 19 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.096849355342654819 0.4115007067151637 0.68542000008805004 0.84400520506074939 0.42705362664305613 0.078112881468868134 -0.10534558193820981 0.80474628379729651 -0.10061332644604637 0.87669492262494575 0.033138863463403438 0.035210098113472581 0.051982056681462607 0.6398464116699899 0.20800601793984741 0.39021775936260533 0.25679163295367041 0.1650259611537046 0.68241898288489544 0.012716662916123563 -0.073998382218563655 0.22859917318465764 0.33523102752791656 0.04930919709376802 0.18766905510341608 0.01569111001375988 0.24457484688510461 0.081966286930225229 -0.17672954546982389 -0.040101660924539623 0.090297380179757691
leaf_weight=548.65635482408106 0.63704022206367028 0.87367740459740062 0.69235841371118922 0.91531480569392343 1.0479578329250214 0.46813882887363156 0.46250900998711664 8.8640365451574308 0.50482915248721838 32.11323803011328 4.5223058098927122 2.1261948933824897 2.2481839004904032 2.189209958538413 2.1111129317432633 3.7880939152091733 40.979908296838403 0.50909172557294313 1.5928400410339234 8.4004993680864626 5.6382267735898486 2.6926882881671217 18.908993626944721 2.9323786552995434 4.909253526479004 5.0786578673869371 6.2119710380211464 5.8293961007148019 14.587681080214677 6.6550822202116242
leaf_count=44241 27 23 20 26 22 26 24 552 14 661 53 53 38 21 29 37 530 12 72 108 57 33 288 24 60 40 119 90 653 47
internal_value=0 -0.0919039 0.0952384 -0.0934294 0.354227 -0.0942786 0.0194571 -0.0109646 0.404191 0.123166 0.233309 0.195168 0.305379 0.426796 0.111338 0.0567374 0.137909 -0.0477998 0.17492 0.130476 0.0843287 0.0297581 0.0849499 -0.00972186 0.0518481 0.132074 -0.0309506 -0.0642665 -0.0212055 -0.00137403
internal_weight=0 563.895 173.252 561.973 1.92164 561.058 12.4014 11.9389 0.972968 121.452 11.7783 11.0859 6.56359 4.43739 109.674 35.9013 73.7727 10.966 2.10193 71.6616 30.6817 51.8001 21.6017 30.1985 25.0435 9.98791 27.2661 21.0541 15.2247 15.0556
internal_count=48000 45012 2988 44967 45 44941 700 676 40 1754 185 165 112 59 1569 698 871 636 84 842 312 1234 321 913 255 100 889 770 680 155

Tree=4
num_cat=0
split_feature=94 100 92 71 35 145 3 17 152 40 30 30 159 57 68 117 65 64 48 101 0 76 77 70 23 61 133 18 4 157
split_gain=403.345 32.4055 48.8743 25.003 17.4416 15.0416 19.3525 16.6843 12.3743 16.4123 15.1101 13.7191 15.2446 15.6252 13.0102 12.9434 12.849 12.8217 12.39 11.5969 13.2002 11.5408 12.2163 22.1055 10.997 10.7594 10.6134 14.9726 10.2037 9.93804
threshold=10306415.040000001 41110.000000000007 1278.0310093397613 251857.88148288577 1246347.0000000002 22969189.000000004 583.00000000000011 3920.8857147115846 10958.000000000002 2120428.0000000005 371.00000000000006 3765.0000000000005 1393261.0000000002 839078.00000000012 1182567.0000000002 564964.00000000012 267.00000000000006 9633.1219099953796 3027.0000000000005 4609.0000000000009 519982.00000000006 603370.00000000012 459826.49478630914 14222047.000000002 31534465.000000004 626305.00000000012 5201.1693865806656 1.0000000180025095e-35 33.243524543161008 4552.496214613946
left_child=1 4 5 -2 -1 7 -7 29 9 10 17 16 24 14 -14 -11 -10 19 -12 20 -5 22 25 -24 -13 -15 -18 28 -28 -3
right_child=3 2 -4 8 -6 6 -8 -9 11 15 18 12 13 21 -16 -17 26 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.096021424102835484 0.026574878319514789 -0.10739844660214884 1.1482473750460422 0.19395063133363641 0.38196710350493818 0.6603744285444707 0.02434760192300571 0.24658696836911589 0.18923145617978934 0.40929776194599443 0.11456036441636229 0.41711289655726519 -0.084588016721802439 0.18431056209683291 0.23803319203584372 0.16703384513182773 -0.026490505838269687 0.26205827571033152 0.46917763307663307 -0.099976889397368762 -0.10333041112493449 -0.034869286254284683 0.53280033403734217 0.11038562760869038 0.15591030813941609 -0.018109984671848076 0.11545244734585902 -0.08505074421528952 0.49805359598285409 0.18940611478633074
leaf_weight=500.48133096285164 51.758406381122768 8.7381159868091292 0.39886238705366928 4.0951694110408443 0.76456440892070432 0.80084899440407831 1.1881393473595379 2.0097473021596661 4.3493833160027888 2.3527650013566008 2.9606431433930984 2.6221449207514516 6.7936042537912744 7.724190206266945 1.531805684790015 35.189775741659105 21.204579881392423 1.9629165213555086 1.4766883319243786 7.0625052126124501 2.3511933907866478 3.238990878686308 2.2700496455654493 2.7272184453904629 4.183262787759304 3.9783885721117258 1.5810332838445895 1.7963687069714067 1.2467060945928095 1.2953687850385893
leaf_count=44328 1234 531 12 85 8 11 34 35 50 27 40 33 131 93 14 430 355 19 36 151 26 29 31 24 34 71 26 32 17 53
internal_value=0 -0.0910389 0.0567005 0.0848633 -0.0952923 0.0256735 0.280438 -0.0164019 0.109451 0.143294 0.0698988 0.0796517 0.122188 0.0898362 -0.0252284 0.182216 0.0302206 0.0232437 0.232573 -0.0114574 0.0855228 0.137881 0.171387 0.302271 0.256552 0.115496 0.00344416 0.140714 0.284135 -0.0690796
internal_weight=0 515.677 14.4311 174.458 501.246 14.0322 1.98899 12.0432 122.699 57.4517 19.9091 65.2477 35.0697 28.2642 8.32541 37.5425 30.1781 15.4718 4.43733 13.5089 6.44636 19.9388 16.6998 4.99727 6.80541 11.7026 25.8287 4.62411 2.82774 10.0335
internal_count=48000 45012 676 2988 44336 664 45 619 1754 814 357 940 460 393 145 457 480 281 76 262 111 248 219 55 67 164 430 75 43 584

Tree=5
num_cat=0
split_feature=96 17 71 20 147 149 40 119 112 152 148 132 114 20 95 87 45 31 143 21 79 101 3 95 21 99 165 119 123 69
split_gain=354.22 27.3471 17.1647 16.3186 17.5798 17.5045 16.2165 22.414 12.6991 12.544 17.4131 19.4864 15.6029 15.4436 12.6631 12.1962 12.0875 14.4926 17.2056 11.9709 15.9269 11.7691 11.6832 11.2902 11.3969 10.0688 10.7258 10.1633 9.95675 9.88905
threshold=1455449.7600000002 976.00000000000011 176090.00000000003 12450.000000000002 588707.33929040073 43996800.000000007 3978065.0000000005 7362.0000000000009 10047.302388603124 10643.000000000002 80210.309589258788 13060.000000000002 3592.0000000000005 10799.000000000002 824666.40000000014 1023020.0000000001 59844.000000000007 751.00000000000011 455849.8126155021 258742.00000000003 291350.00000000006 3221597.0000000005 67.000000000000014 8737336.3200000022 7873413.0000000009 827.00000000000011 284944.00000000006 1438661.0000000002 62.097148147314904 1435539.0000000002
left_child=6 2 -2 4 8 16 -1 -8 -3 10 14 12 -12 -13 -4 -7 -6 18 -18 -5 22 -9 -21 24 -11 27 -27 28 -24 -15
right_child=1 3 9 19 5 15 7 21 -10 23 11 13 -14 29 -16 -17 17 -19 -20 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.096548626301367943 -0.079038338174427666 -0.094975365077495183 -0.021047724522867101 0.20793957988847725 -0.038730373208554464 0.059488968165926415 0.53784136541077998 -0.035120339566648305 0.20530955552147684 -0.027269601899749446 0.23067781767674744 -0.027229164512230772 0.74350838694916677 0.34113780900370339 0.22589285840769793 -0.1965484252337813 0.56720106398478531 0.09726009060314364 0.19668355714696922 0.24826022325045308 0.19184351545721007 0.5963979453283651 -0.18988850668409474 0.25260107285445471 0.25790326582387907 0.26408102626059687 0.071862175284124835 -0.10932489780978315 0.090027365687774377 0.12034538613883144
leaf_weight=442.74753038492054 13.721770705655215 10.227358870208262 14.707658238708975 14.836348408833144 1.9431660994887376 17.318674482405189 0.82267582137137463 7.6017435388639569 1.6332390140742052 29.953697728924457 1.7333582025021343 5.232361131347715 0.902003539726138 2.88413984980434 2.4180093500763169 2.0843556337058535 2.1077972911298257 4.2078535128384829 3.0914997737854719 3.5127311209216705 15.927356148138641 0.30701914243400086 1.4536675196141029 1.6739920116960991 1.4702182188630093 3.518723942339423 16.588198122568429 5.6021134927868834 10.099222581833599 6.8381321243941784
leaf_count=43345 563 473 676 168 25 178 35 498 20 856 47 98 11 31 40 20 33 34 24 38 159 8 14 21 9 32 203 113 140 88
internal_value=0 0.0671939 0.0229612 0.0987879 0.0497995 0.0896872 -0.0938871 0.0410698 -0.0536253 0.0436004 0.0855953 0.155478 0.406204 0.111294 0.0138183 0.0319843 0.188329 0.23523 0.346892 0.127969 0.107045 -0.0106047 0.0739205 -0.000447133 -0.0139273 0.0574853 0.105501 0.00120788 0.0548063 0.185844
internal_weight=0 195.688 81.5353 114.152 42.6139 30.7533 451.479 8.73144 11.8606 67.8136 34.7157 17.59 2.63536 14.9546 17.1257 19.403 11.3503 9.40715 5.1993 71.5384 56.702 7.90876 40.7747 33.0979 31.4239 37.2619 20.1069 17.155 11.5529 9.72227
internal_count=48000 4114 2440 1674 807 314 43886 541 493 1877 991 275 58 217 716 198 116 91 57 867 699 506 540 886 865 502 235 267 154 119

Tree=6
num_cat=0
split_feature=96 17 54 17 71 163 20 38 71 147 10 138 162 165 40 0 155 87 63 165 44 79 1 95 42 10 121 133 165 139
split_gain=312.071 22.2105 16.3311 23.1807 21.69 20.077 15.569 15.3904 16.0058 14.0123 13.1821 13.12 11.5445 12.8829 15.4705 12.2764 11.114 10.6042 10.3498 15.5064 9.8326 11.5661 9.80582 9.91594 9.7131 9.64498 9.57889 9.45427 9.11165 8.75154
threshold=1455449.7600000002 2884.0000000000005 874728.00000000012 44892.000000000007 364504.28037776134 858986.00000000012 12450.000000000002 38155.000000000007 193870.00000000003 588707.33929040073 233605.00000000003 50.14106902663935 1768465.0000000002 6868986.0000000009 2679289.0000000005 821510.00000000012 2264705.0000000005 795780.00000000012 10184.616946421474 271245.00000000006 46115.000000000007 280270.00000000006 203.5608077271703 3099500.6400000001 18299.000000000004 192909.00000000003 851.00000000000011 5201.1693865806656 398426.00000000006 46894.748581405533
left_child=2 7 -1 4 18 -6 9 8 24 22 25 -8 15 14 28 -9 -10 29 -4 -20 21 27 23 -3 -2 -11 -15 -13 -14 -12
right_child=1 6 3 -5 5 -7 11 12 16 10 17 20 13 26 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.097027883256414996 -0.17030803290990892 -0.10744023651590109 -0.08437399267890236 0.63705241016818448 -0.098674414002935612 0.6250979615099953 0.15757139739240411 -0.079101721924781682 0.0056476465042441222 0.11627585915918828 0.11630937100320833 -0.12260383535134241 0.13585857067605678 -0.116357214103443 0.13424503921379885 0.22846077937394435 0.14446268132419371 -0.087777832963431265 0.80178631653584831 -0.021360911098421323 0.13197875111202265 0.14986291324793138 0.32491743402135459 0.29881108545445401 0.12356510929115437 0.34295736213336703 0.19860815283526725 0.17107651081688202 -0.069035318716231545 -0.068154008276255798
leaf_weight=396.65490448661149 3.7214539628475896 9.096483985893423 12.044622075743968 0.56486686598509628 0.64291430544108219 0.94897845201194286 40.454810263589025 21.942138960585002 7.9079050878062871 7.6200579684227723 11.690015431493523 6.3852765597403067 2.8570994623005417 7.536268017254768 14.441934050060807 1.3793733464553941 21.310317507945001 5.3944120947271577 0.33714388869702705 0.71248641237616539 10.049195105209945 3.3718167915940285 0.63516343478113491 0.64331018924713212 1.6118342196568844 2.4904954098165035 1.1074790572747586 1.3233524262905119 9.0301654245704395 3.297439891844987
leaf_count=42788 129 415 964 17 34 29 489 1261 158 66 115 103 61 160 218 14 381 58 17 37 110 32 10 3 36 24 11 18 209 33
internal_value=0 0.0603546 -0.0931235 0.00842306 -0.0157556 0.33279 0.0924581 0.0249297 0.0778137 0.0446041 0.0787598 0.124214 -0.00641491 0.0299253 0.0647008 -0.0609106 0.106892 0.0324511 -0.0581289 0.243036 0.0603477 -0.00461665 -0.0557809 -0.0806075 -0.0814933 0.172113 -0.0760023 -0.0721873 -0.0197892 0.075725
internal_weight=0 195.298 411.906 15.251 14.6861 1.59189 102.452 92.846 34.5515 40.8674 30.4924 61.5845 58.2945 34.9729 26.3292 23.3215 29.2182 20.3819 13.0943 1.04963 21.1296 11.0804 10.375 9.73979 5.33329 10.1106 8.64375 7.70863 11.8873 14.9875
internal_count=48000 4114 43886 1098 1081 63 1476 2638 704 724 296 752 1934 659 488 1275 539 206 1018 54 263 153 428 418 165 90 171 121 270 148

Tree=7
num_cat=0
split_feature=96 71 54 78 17 79 156 112 95 20 44 79 111 12 60 165 134 65 42 106 64 86 119 77 92 71 37 99 135 120
split_gain=276.174 18.4608 15.2085 15.3167 16.3405 13.1976 12.9492 12.4312 15.2696 15.1719 13.0535 12.3401 11.7189 9.97004 9.9303 13.6554 9.79894 11.4478 11.6606 18.1586 13.4736 9.40467 9.22786 8.94142 9.86737 8.98319 11.211 8.93147 8.6934 8.34126
threshold=1455449.7600000002 262008.54313133072 874728.00000000012 367390.17218176398 16787.000000000004 139950.00000000003 1449.9600000000003 2.446226677731453 3994207.6800000006 884005.00000000012 13267.000000000002 365080.00000000006 4515325.3510498824 1657871.499200379 4205.0000000000009 4254363.0000000009 31705.062490020606 2023.0000000000002 12926.000000000002 47385.000000000007 372.98285856368187 5161.0000000000009 520752.00000000006 300285.80781251291 4901.8729525418703 501430.00000000006 3091.0000000000005 12589.000000000002 329768.36628000386 72039.000000000015
left_child=2 5 -1 4 28 16 -5 8 11 -10 13 12 -3 -9 -7 -16 17 18 -2 -20 -21 -22 -13 24 -14 -25 -27 -18 -4 -12
right_child=1 7 3 6 -6 14 -8 10 9 -11 29 22 23 -15 15 -17 27 -19 19 20 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.09651662712039738 -0.077571076999547128 0.28370370410438717 -0.096614171295051343 0.64649242459474576 0.37566214346376148 -0.032030389915151343 0.10872624864515695 0.061966168082295187 0.42154101543355643 0.13314195915365931 0.053234272534096266 0.36337826234154014 0.14826615283730735 -0.090200029961976541 0.1634527537486852 -0.036988237150163125 0.012674481817115769 -0.11073194867855325 0.58384100816978224 -0.16205535894535406 0.60907028953065068 0.1035659514083585 0.094111779562841905 -0.0079742888994608144 -0.14431553365017102 0.017381105099951579 0.26835268929115896 0.24529879841680977 0.37138510074820286 0.15070174598853744
leaf_weight=360.71502891741693 7.0120438933372515 2.5102817723527542 10.809826498851175 0.53308265283703749 0.84864827711135227 6.9370714556425837 2.7979733282700181 7.4519512774422791 2.9204857880249611 4.8590507116168737 43.173777095973492 2.7298372704535714 13.632474076934157 10.199056341312824 12.648108531720938 4.6478091627359381 7.8990654228255135 16.025297045707703 0.71183969546109427 2.0122884446755052 0.40786368586122979 3.769262189976871 2.3844133745878935 19.775101354345683 1.2591403787955631 4.2847022889181963 3.0446948055177927 2.0864465981721878 0.41204617358744222 11.021905754692851
leaf_count=42788 446 21 901 32 27 188 126 79 32 60 657 27 275 396 246 90 163 505 20 64 5 97 53 437 15 46 30 21 12 141
internal_value=0 0.0546841 -0.0923615 0.00495387 -0.0474337 0.010833 0.194787 0.0764514 0.111148 0.241409 0.048731 0.0907262 0.0738215 -0.0259581 0.0690487 0.10959 -0.0245025 -0.0531141 0.0132501 0.105529 0.050519 0.152924 0.237838 0.061276 0.123527 0.0270742 0.121637 0.0612807 -0.0794301 0.0730565
internal_weight=0 193.404 376.117 15.4016 12.0705 64.1571 3.33106 129.247 57.4002 7.77954 71.8467 49.6206 44.5064 17.651 24.233 17.2959 39.9241 29.9386 13.9133 6.90125 6.18941 4.17713 5.11425 41.9961 14.8916 27.1045 7.3294 9.98551 11.2219 54.1957
internal_count=48000 4114 43886 1098 940 1845 158 2269 996 92 1273 904 824 475 524 336 1321 1137 632 186 166 102 80 803 290 513 76 184 913 798

Tree=8
num_cat=0
split_feature=94 71 79 42 32 13 97 116 45 145 119 114 157 110 119 57 115 124 107 41 121 102 151 45 165 155 69 59 71 133
split_gain=245.418 26.1931 15.2218 13.9276 12.8546 11.3615 10.3619 15.659 9.90107 9.73858 10.3928 9.35812 14.2121 9.13064 19.2383 10.8174 8.98428 10.6872 8.86345 8.73276 10.1456 15.0107 12.2605 10.7001 12.578 10.532 10.4572 16.1404 9.75416 8.51794
threshold=5627720.6400000015 262008.54313133072 249010.00000000003 12349.000000000002 35285.000000000007 148742.00000000003 72035.788170435655 294077.00000000006 21701.000000000004 59095030.050437853 2536951.0000000005 1505.0000000000002 3363.0000000000005 633.00000000000011 1737039.0000000002 839078.00000000012 581204.00000000012 108.2472808374318 45204.000000000007 1270.3882369342916 69.000000000000014 1308914.0000000002 117.00000000000001 455370.00000000006 3003601.0000000005 21052670.000000004 1263683.0000000002 468480.00000000006 501430.00000000006 4687.8113034905609
left_child=16 2 3 4 -2 -4 19 -8 -9 13 -11 12 -5 14 15 -10 -1 -18 -13 20 22 -22 26 24 -24 -23 27 -3 -27 -26
right_child=1 6 5 11 -6 -7 7 8 9 10 -12 18 -14 -15 -16 -17 17 -19 -20 -21 21 25 23 -25 29 28 -28 -29 -30 -31
leaf_value=-0.096557942438480496 -0.075098702731577593 0.55477448926535233 0.34669549287529405 0.061888301798077965 0.6162390201551563 0.035186229489766518 0.47791428920578904 -0.16144543151733021 0.019687792751522451 0.040182444416731244 0.23391941666113858 -0.030388286364239087 0.57205407194566582 -0.057187522829839701 -0.1046441099152346 0.28221282024375116 0.45379901800956129 -0.014672495845455512 0.065236895735801007 0.18448880095737308 -0.096133226021032164 -0.028412331527380475 0.084386678188606595 0.17184734893463027 -0.11620258059606058 0.098903899488486255 0.13199621644825274 0.12003991517167899 0.37517476828686386 0.07492335641110158
leaf_weight=324.66939496109262 27.91982929548249 1.6147511187009542 2.0729937283322206 2.015595742501318 0.27156929392367501 2.6903468174859881 0.76255167601629992 2.7822245834395281 2.672778994310649 8.0607776567339879 4.2177173569798461 23.047295131720603 0.74895964702591289 13.49218690022826 4.0203643972054124 3.8026973512023687 0.5351435411721458 5.4090115274302661 16.728516673203558 8.8792227813974005 7.3094748524017659 4.9522054977714998 24.948772980831563 8.4031472792848927 6.5054796081967634 5.7956416378729045 15.646962294355033 1.8127442216500638 1.6394812511280177 3.6346077919006348
leaf_count=42016 2010 34 14 98 6 53 12 106 86 102 36 674 23 298 74 59 24 351 323 94 384 133 384 80 115 114 196 28 20 53
internal_value=0 0.0446354 -0.0022769 -0.0139295 -0.068439 0.170754 0.0716805 0.029119 0.0203548 0.0343018 0.106732 0.0221939 0.2001 -0.00277226 0.0671774 0.173855 -0.0943274 0.0275033 0.0098288 0.0902714 0.0801019 0.0175113 0.0998063 0.0704903 0.0462172 0.0845703 0.16665 0.324851 0.159823 -0.0476955
internal_weight=0 206.449 75.4951 70.7318 28.1914 4.76334 130.954 39.8113 39.0487 36.2665 12.2785 42.5404 2.76456 23.988 10.4958 6.47548 330.614 5.94416 39.7758 91.1425 82.2633 19.6968 62.5665 43.492 35.0889 12.3873 19.0745 3.4275 7.43512 10.1401
internal_count=48000 5609 3201 3134 2016 67 2408 773 761 655 138 1118 121 517 219 145 42391 375 997 1635 1541 651 890 632 552 267 258 62 134 168

Tree=9
num_cat=0
split_feature=94 71 79 17 77 42 158 32 41 95 137 17 63 71 76 22 69 115 124 124 105 91 121 17 3 77 146 119 105 120
split_gain=218.43 21.2125 13.1013 11.1563 10.3435 9.09186 10.8421 9.64274 9.03194 9.61416 8.95078 16.4605 11.5101 10.0324 12.4312 8.88587 9.23815 8.74493 9.55607 19.6809 8.55575 8.515 8.50354 8.3952 8.16782 8.9557 8.01361 10.3825 9.7541 9.78301
threshold=5627720.6400000015 262008.54313133072 139950.00000000003 447.00000000000006 145080.00000000003 12349.000000000002 674587.00000000012 399915.00000000006 8883.0000000000018 6838129.4400000004 41721.000000000007 11933.000000000002 995.00000000000011 581080.00000000012 198650.00000000003 23093.000000000004 1072277.0000000002 379255.00000000006 64.041138484514775 4.1094078928081794 590134.00000000012 188784.22238728494 99.000000000000014 8179.0000000000009 633.00000000000011 252030.00000000003 665746.00000000012 7424155.0000000009 554555.00000000012 37123.000000000007
left_child=17 2 5 -4 -5 7 -7 -2 9 10 12 24 13 14 20 -14 -17 -1 19 -19 -3 22 -6 -20 25 -12 28 -28 29 -26
right_child=1 8 3 4 21 6 -8 -9 -10 -11 11 -13 15 -15 -16 16 -18 18 23 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.09663720327905688 -0.097938742321841146 0.40909363899516127 -0.0089373521909783 0.38445639798722908 0.22676468899705238 0.37005377576850645 -0.0088540104971625618 0.43037828541252576 0.16659162829315993 0.15765116560267645 0.3354379856562732 0.076792467885761051 -0.16316716275549226 0.21716955679236213 -0.03321287559466931 0.22866245431032925 0.094796474830368557 -0.10422954798161009 -0.093432608956736982 0.79221241698772527 0.04323536298162154 -0.0072818486057567777 -0.036988364985020478 0.1333967267150343 0.068732335664795419 -0.040328239648400252 -0.1084307893230512 0.24606967398286217 -0.04221865977620342 0.54242130658963295
leaf_weight=292.1357627925463 18.504987097810957 1.12095100432635 14.15282725216821 1.3199443905614305 5.1045574368908984 0.77642894070595758 27.584772455971688 0.35204306989908118 8.1256710328161699 8.9251086497679335 1.1785672353580623 25.024192698299885 1.1733156251721073 2.2908062515780321 17.893418674822897 6.1365772499702862 32.235190660692751 0.54975464614108105 6.1467025894671661 0.44165986776351929 1.4872739869169889 5.1557545624673367 1.607263183686882 2.2213360904715955 1.3129442087374652 1.3733168467879293 16.345610647462312 0.87015138752758403 4.3665418103337288 0.6527700126171111
leaf_count=41640 1570 15 627 14 51 15 780 4 89 102 12 305 17 28 559 75 471 33 619 15 42 87 53 84 48 39 450 16 130 10
internal_value=0 0.0401882 -0.00236387 0.0527247 0.1189 -0.0342613 0.00151914 -0.0880756 0.0644972 0.0577188 0.0498579 0.0188432 0.0752936 0.0186938 -0.00348339 0.107916 0.116205 -0.0935888 0.00156038 0.295122 0.200472 0.0893645 0.163604 -0.0332197 -0.0367177 0.133216 -0.0551333 -0.090513 0.0410546 0.226034
internal_weight=0 205.071 74.5586 27.3403 13.1875 47.2182 28.3612 18.857 130.512 122.387 113.462 51.1241 62.3375 22.7924 20.5016 39.5451 38.3718 301.495 9.35945 0.991415 2.60822 11.8676 6.71182 8.36804 26.0999 2.55188 23.548 17.2158 6.33226 1.96571
internal_count=48000 5609 3201 832 205 2369 795 1574 2408 2319 2217 1010 1207 644 616 563 546 42391 751 48 57 191 104 703 705 51 654 466 188 58

Tree=10
num_cat=0
split_feature=94 71 79 43 13 41 95 115 119 102 20 143 42 66 168 18 141 164 40 110 113 163 36 127 96 143 74 49 21 86
split_gain=195.182 17.2054 10.9781 11.263 8.84967 8.47298 8.25253 8.22386 8.03967 8.00326 10.7992 11.5947 10.633 11.1455 10.2129 8.23371 7.92156 11.6189 7.8309 12.565 11.5444 10.3801 10.0854 11.0214 8.88617 21.7935 7.25425 8.47451 7.37173 7.10037
threshold=5627720.6400000015 262008.54313133072 211670.00000000003 7131.0000000000009 148742.00000000003 8883.0000000000018 6838129.4400000004 379255.00000000006 12509.000000000002 7392421.0000000009 4261.0000000000009 101591.00000000001 33200.000000000007 345.6719765280551 0.91263810357776365 3256.0000000000005 87906.745070705932 8295179.0000000009 2120428.0000000005 50.197251608403469 5463.0000000000009 858986.00000000012 10686.18307974952 7109.2715889038127 815484.4800000001 105278.23480451624 402227.24553393823 119.00000000000001 4329318.0000000009 109971.00000000001
left_child=7 2 3 -2 -4 6 16 -1 -9 10 15 -12 13 -13 -11 -5 18 -18 22 29 -21 -22 23 24 25 -3 28 -28 -26 -20
right_child=1 5 4 9 -6 -7 -8 8 -10 14 11 12 -14 -15 -16 -17 17 -19 19 20 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.096119236995742263 -0.069800057553834324 -0.10126609913800243 0.2277022085072265 -0.052827899658227609 0.02765103146779041 0.16063749741113442 0.1457427409792659 0.16471556998784626 -0.05287730644688711 -0.12000591108774111 0.020417262790516488 0.51828907564711868 0.092402542715946917 0.12148835090839011 0.14237904897847131 0.19534135541404077 -0.046240957770544433 0.16523596289907594 0.13217807776450471 0.31530317480767744 -0.085261728682492488 0.06294180832443301 0.12026127097703868 -0.093331123964059556 -0.053034071176840003 0.89801336378941343 0.11477966792281424 -0.077744985365892985 0.22741783686479269 0.34294461590724318
leaf_weight=265.68919708812609 25.021041530650109 0.48662803554907696 3.3579188790172321 11.819084435701372 6.4757493333891034 7.6111334171146146 8.7013325775042158 2.2396147530525905 7.0220819031819701 7.1802549692802113 8.8462093118578213 1.5831885812804096 4.3215951891615987 1.2803339753299949 1.8697374779731033 1.5074120755307365 16.558331283740703 3.0814892072230569 15.038071158807726 1.5316985435783887 5.8810115284286466 24.061338264960796 9.240494311321525 8.9137515975162369 11.622997330501677 0.39573233388364315 10.90972083667293 2.8925342955626538 1.0194494053721417 1.78846423793584
leaf_count=41640 1874 52 33 498 167 89 102 100 651 125 347 33 60 29 19 16 309 35 225 20 197 406 101 164 455 15 153 59 8 18
internal_value=0 0.0363916 -0.00234971 -0.0175916 0.0959628 0.0582693 0.0518894 -0.0928902 -0.000260142 0.01642 0.0417647 0.0970623 0.191426 0.340872 -0.0657969 -0.0247565 0.0446893 -0.0130602 0.0567832 0.0848237 0.0475309 0.033833 0.0270044 0.0032263 0.0347221 0.346904 0.0243058 0.0744323 -0.0304193 0.15458
internal_weight=0 202.997 73.2625 63.4289 9.83367 129.734 122.123 274.951 9.2617 38.4078 29.3578 16.0313 7.18512 2.86352 9.04999 13.3265 113.422 19.6398 93.7819 48.3006 31.474 29.9423 45.4813 36.2408 27.3271 0.88236 26.4447 13.8023 12.6424 16.8265
internal_count=48000 5609 3201 3001 200 2408 2319 42391 751 1127 983 469 122 62 144 514 2217 344 1873 866 623 603 1007 906 742 67 675 212 463 243

Tree=11
num_cat=0
split_feature=94 17 38 151 20 74 146 104 14 44 114 120 28 115 95 0 112 63 94 20 64 56 18 41 91 113 44 96 117 127
split_gain=174.278 15.791 12.6191 9.70249 9.37365 10.3655 9.3047 9.14135 8.94252 8.27113 17.602 8.16023 8.93274 7.96598 7.89091 8.53779 8.16443 7.73708 7.65484 9.4437 9.64563 10.5773 9.9655 7.65011 7.59151 7.27263 10.5174 9.79769 9.45267 7.23055
threshold=5627720.6400000015 2884.0000000000005 38155.000000000007 46711222.100781664 12450.000000000002 155980.00000000003 759218.51818307932 308061.00000000006 47917.000000000007 46115.000000000007 2154.0000000000005 957.00000000000011 20505.000000000004 379255.00000000006 446.88000000000005 222200.00000000003 26324.442747676232 12643.000000000002 10306415.040000001 140417.00000000003 6187.0000000000009 638033.00000000012 189.00000000000003 11534.000000000002 194403.8667948939 6695.0000000000009 5067.0000000000009 647965.44000000006 1181542.0000000002 141.69867234618144
left_child=13 2 3 17 5 -3 7 -6 24 10 29 -10 14 -1 15 -13 -17 -2 -4 20 21 -20 -23 -21 -7 26 -15 28 -28 -8
right_child=1 4 18 -5 6 8 9 -9 11 -11 -12 12 -14 25 -16 16 -18 -19 19 23 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.095564664825135009 0.042384443020350958 0.25823640223433764 -0.079300075835392503 -0.1592535738385589 -0.019442153437876978 -0.010556172261743655 0.17515420377170071 0.16901355613128013 0.33831956206014763 0.1123350978596126 -0.085567471716561011 -0.10257771752756012 -0.049533213479029642 -0.10126114720190045 -0.1000730137360577 0.13948272821575575 -0.072828459290804559 0.16216015542807069 0.16951417933620266 -0.058589153635528357 0.14147644784451222 -0.07408335565181158 0.10094610186138647 0.21440004193739967 -0.20675296106635024 -0.11345452510307721 0.97188619064052517 0.10050109949693847 0.1827459559465559 0.0069806954929574148
leaf_weight=241.73149663582444 26.480304033495486 1.8421544786542643 16.437792140059173 2.0141045805066815 3.0118447141721871 6.4621737296693009 5.9964233161881584 17.701325297821313 0.89774780161679046 15.27716441079974 9.3181321313604695 2.0522789028473296 9.2700351933017355 2.1919635776430351 2.4699710672721258 14.776199463754894 2.0642984099686137 6.7724209525622419 3.2533043609000805 22.941458713728938 6.9376922738738349 12.249020475894214 4.4291987325996152 1.0746272364631284 2.8384166844189167 3.5099238059483469 0.27847845712676678 2.8283098074607551 0.33365992363542318 4.456641607452184
leaf_count=41640 732 38 1867 19 34 199 70 221 9 202 171 143 152 265 41 152 17 104 85 595 91 495 60 14 25 337 22 109 18 73
internal_value=0 0.032866 0.00541224 0.0538698 0.0614786 0.0262034 0.0884741 0.141611 0.0157349 0.0570709 0.0143684 0.0411519 0.0324428 -0.0920993 0.0680151 0.0899903 0.113458 0.0667786 -0.019972 -0.000806862 0.0399216 0.00457281 -0.0276012 -0.0463739 -0.0704328 -0.000470872 0.0699366 0.179009 0.541747 0.103454
internal_weight=0 201.025 102.59 35.2668 98.4348 42.6733 55.7615 20.7132 40.8311 35.0484 19.7712 31.5305 30.6328 250.874 21.3627 18.8928 16.8405 33.2527 67.3231 50.8853 26.8692 19.9315 16.6782 24.0161 9.30059 9.14234 5.63241 3.44045 0.612138 10.4531
internal_count=48000 5609 4062 855 1547 776 771 255 738 516 314 514 505 42391 353 312 169 836 3207 1340 731 640 555 609 224 751 414 149 40 143

Tree=12
num_cat=0
split_feature=94 71 79 112 95 86 86 79 69 45 105 21 9 17 134 107 101 78 160 17 28 86 64 15 158 57 33 21 45 163
split_gain=156.139 13.0854 9.39728 7.49271 11.6765 9.97812 9.19374 8.78402 9.86943 8.70168 8.57257 7.78773 7.48045 10.4683 7.30712 8.64449 8.19329 7.0471 8.09903 6.99718 7.72357 7.19297 6.95523 6.6629 7.21003 10.12 6.83526 6.32813 6.25109 6.20904
threshold=5627720.6400000015 262008.54313133072 139950.00000000003 7.1353582357765726 3994207.6800000006 117998.00000000001 70128.000000000015 291350.00000000006 2509481.0000000005 17991.000000000004 56861.000000000007 56046.000000000007 147515.00000000003 8179.0000000000009 79585.879072536962 76838.000000000015 8124079.0000000009 421117.77231338579 634273.00000000012 447.00000000000006 2982.0000000000005 101395.00000000001 7062.4928868362649 223.00000000000003 860716.00000000012 839078.00000000012 10365.500679669158 1859940.0000000002 455370.00000000006 2365685.0000000005
left_child=12 2 14 4 5 6 7 8 11 17 -11 -3 -1 -14 16 22 -2 -5 -19 29 21 -21 -16 24 -12 -26 -25 -6 -10 -4
right_child=1 3 19 9 27 -7 -8 -9 28 10 23 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.094439366419299342 -0.04337722966640855 0.0072340841866378961 -0.049760562634419692 -0.13277057081399535 0.28273340123646723 0.23793007630656904 -0.018420469472421538 0.19490440963958683 -0.024384130656699973 0.30622301805365632 0.27847804035002799 0.19489651737664668 -0.070564733543178701 0.20024536210367061 -0.14906970491149349 0.18882289894918439 -0.32102980474733667 0.14679211976617698 -0.14805417900862367 0.180024885773344 -0.030204653874669793 -0.056254310429097266 0.082514363323690276 -0.0073022666075419282 -0.036588420614620996 0.097667742745728189 0.20026409609480475 0.083824031682524974 0.11958044818074752 0.10126920337632611
leaf_weight=222.41982287634164 35.255105024669319 3.2877994785085338 9.7991977492347377 5.6442962428554875 3.9015585882589212 2.9558440512046209 14.272115612868218 5.3557150973938397 13.184783602133395 1.1986600686795998 1.5790477651171411 6.7540670749731362 4.6360135762952259 2.0624120249412954 2.4165340778417868 2.9752519400790334 1.0958438492380072 2.578532793559134 1.4586296929046509 7.9736013603396696 3.5956934764981261 1.5367325074039397 2.7989599541760981 29.307012499775741 7.9112835973501232 19.339136948343366 1.6773034343495954 2.7106466591358185 3.9106765240430823 3.7690608715638509
leaf_count=41827 2215 146 557 190 40 39 351 65 216 16 23 109 535 29 64 33 13 23 44 129 41 35 44 553 236 242 20 52 43 70
internal_value=0 0.0299023 -0.00441026 0.0491392 0.0763462 0.0597435 0.048481 0.0778666 0.0547685 0.0274591 0.0414347 0.133454 -0.0913037 0.0128164 -0.0325212 0.0528057 -0.0517474 -0.0606153 0.0402639 0.0425304 0.0946429 0.141846 -0.0247872 0.0361284 0.070729 0.0586908 0.00393412 0.201191 0.00854852 -0.00780674
internal_weight=0 198.243 71.216 127.027 56.3332 49.721 46.7652 32.493 27.1373 70.6939 61.0124 10.0419 229.118 6.69843 44.5417 8.19075 36.3509 9.68146 4.03716 26.6743 13.106 9.51033 5.21549 59.8138 28.8295 27.2504 30.9843 6.61221 17.0955 13.5683
internal_count=48000 5609 3201 2408 1061 969 930 579 514 1347 1090 255 42391 564 2369 141 2228 257 67 832 205 164 108 1074 501 478 573 92 259 627

Tree=13
num_cat=0
split_feature=96 54 44 116 152 40 31 25 101 36 155 61 106 17 118 9 99 85 165 76 83 63 97 43 135 40 23 24 48 8
split_gain=140.018 11.487 9.10334 11.8525 10.9392 14.8637 14.5404 16.4288 15.9937 9.38537 8.86658 8.79194 8.36199 8.72681 7.47119 7.47059 7.3697 8.32976 10.2468 7.35121 7.13866 6.8472 6.61744 13.0316 7.89433 6.61795 6.60534 6.36806 6.19352 9.83969
threshold=1455449.7600000002 874728.00000000012 12656.000000000002 882385.00000000012 42481.23644608925 2029988.0000000002 1603.6056289307487 7681111.0000000009 7245.0000000000009 205436.00000000003 166290826.9886916 75837.000000000015 13017.000000000002 72423.000000000015 3192489.0000000005 1892627.0000000002 527.00000000000011 609.00000000000011 1881235.0000000002 180210.00000000003 13802487.000000002 7708.9555718706442 15.000000000000002 57754.000000000007 645296.45341308136 9666766.0000000019 3081197.0000000005 1471793.0000000002 367.00000000000006 25598.000000000004
left_child=1 15 3 10 5 6 7 11 -9 14 19 -4 27 -14 -6 -1 -5 -18 -19 20 -2 26 23 -16 -24 -26 -21 -3 29 -7
right_child=2 12 4 16 9 28 -8 8 -10 -11 -12 -13 13 -15 22 -17 17 18 -20 21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.093257312141264759 0.093902526244534379 -0.10237771785623724 -0.10181606861905519 -0.088104907278119829 0.14875601980204775 -0.026029134357638425 0.23224852519288475 0.41733290710208587 -0.040757956532527173 0.10019442102585684 -0.12405346753088885 0.16333784060856438 -0.054607194689770801 0.43831005800213713 0.21837816392796833 0.66754540498407611 -0.15311674973691339 0.20190359885041007 -0.10991919309136577 0.19852561178030992 0.37968321638367075 0.13026679972983662 -0.067373558726600349 -0.082463292316170708 -0.036589015444939553 0.10123799782635577 -0.01015774816880494 0.23724045946133554 0.13306963683409484 0.11655672213125053
leaf_weight=208.05609987908974 3.1236061947420266 0.74049241794273202 12.973157507833099 17.757761171087626 2.9384278543293467 7.9477831707336035 2.3762571690604082 1.4660066496580832 1.5874582389369605 10.277898975647984 3.1064295955002299 1.3839127691462625 11.192582319490608 0.37108431756496507 3.2023495985195032 0.12914574984460969 1.7234530663117755 3.3144710687920451 1.5450961175374684 1.6485980218276441 1.2137143118306992 5.7108922516927114 23.187101053539664 2.6161796487867832 7.4654968697577697 6.5320066437125206 18.968051553703845 2.1702225832268596 28.466327154543251 12.376498470082877
leaf_count=42784 93 66 356 1143 51 207 33 15 27 88 62 33 983 8 42 4 25 33 44 33 30 58 485 24 77 104 445 41 430 176
internal_value=0 -0.0867963 0.0312863 -0.00140648 0.0465098 0.0733165 0.000210389 -0.0314591 0.179177 0.0138104 0.0369347 -0.0762572 -0.0006557 -0.0387892 -0.0055151 -0.0927854 -0.0546025 0.0357706 0.10276 0.0532433 0.173873 0.0333702 -0.0160565 0.0831111 -0.031574 0.0277287 0.00652949 0.150841 0.102964 0.0607987
internal_weight=0 222.66 182.909 58.1121 124.797 68.5774 19.7868 17.4105 3.05346 56.2195 33.7713 14.3571 14.4744 11.5637 45.9416 208.185 24.3408 6.58302 4.85957 30.6649 4.33732 26.3275 43.0031 5.81853 37.1846 13.9975 20.6166 2.91072 48.7906 20.3243
internal_count=48000 43886 4114 1966 2148 1277 464 431 42 871 721 389 1098 991 783 42788 1245 102 77 659 123 536 732 66 666 181 478 107 813 383

Tree=14
num_cat=0
split_feature=94 17 38 8 88 165 151 115 20 146 87 163 28 151 79 87 44 114 78 133 10 18 74 69 113 42 94 20 64 66
split_gain=126.128 10.4355 8.41643 8.31975 8.38535 10.1525 7.35703 7.05365 7.00426 7.70847 7.69663 6.83674 6.5966 8.39403 8.38119 7.79781 6.32837 12.2581 6.17955 6.16581 7.63885 8.5925 9.07835 9.67722 5.77518 6.69886 5.73625 7.17518 7.68389 7.91268
threshold=5627720.6400000015 2884.0000000000005 38155.000000000007 16149.000000000002 14177933.000000002 677201.00000000012 27.000000000000004 379255.00000000006 12450.000000000002 759218.51818307932 1062930.0000000002 766304.00000000012 1647.0000000000002 487026.00000000006 6830.0000000000009 372760.00000000006 46115.000000000007 2154.0000000000005 545722.94362064858 1862.1996442333607 501159.00000000006 271.00000000000006 138760.00000000003 4646771.0000000009 6695.0000000000009 6018.0000000000009 10306415.040000001 140417.00000000003 13952.000000000002 1965.4034532280766
left_child=7 2 3 6 5 -5 -2 -1 10 11 12 -10 19 14 -14 -15 17 -11 -8 20 21 22 -3 -24 25 -9 -4 28 29 -28
right_child=1 8 26 4 -6 -7 18 24 9 16 -12 -13 13 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.093749516481570663 0.10967584730101548 0.33153516802233496 -0.075818886618205406 0.14182012148922593 0.16643734363015281 -0.1689946230218696 -0.045821462992824448 -0.083781679828485764 0.039624964395674464 0.079418486437590544 -0.11884261066210916 0.16568079873765262 0.36312754056544899 -0.083402251174339956 -0.098237618347104649 0.10590735159495553 0.093471834272639179 -0.081447430207501947 0.16942795891507215 0.15377519549147078 -0.12264167662978386 0.25730049970858643 -0.084445365697974728 0.17968475911928877 -0.11315275952450643 0.14817655770682098 0.037880135747205342 -0.044581051235218022 0.17163263308884774 -0.11734762298159761
leaf_weight=183.20568664046004 5.1281310017220703 0.8620331357233243 14.146595309488474 2.1905767964199176 8.1671292758546752 2.0200265287421644 15.367079131770881 1.9749631136655788 6.4934054217301336 10.369056748226287 3.7399491309188297 12.751922855153678 0.41193374432623642 3.0428247265517694 8.9178005657158774 7.6365043679252267 14.552844773977993 8.7208606274798495 1.4605057770386327 6.3858254370279601 2.5184783171862355 2.0044361124746501 5.0857908581383526 1.9073373954743145 2.8836094527505338 3.3686750512570143 19.036165795754648 22.879796834662557 3.4257454164326182 3.9684417499229303
leaf_count=41640 116 17 1867 24 107 32 559 279 90 143 89 165 6 29 207 73 202 171 17 72 30 18 218 17 337 135 623 609 40 68
internal_value=0 0.024849 0.00189324 0.041777 0.107339 -0.00729248 0.00481608 -0.0896817 0.0483797 0.072673 0.0181577 0.123149 0.0313724 -0.00857089 -0.0778671 0.051968 0.043798 0.00592999 -0.0271395 0.0739663 0.032793 0.0724963 0.025339 -0.0124053 0.000900007 0.0624468 -0.019686 -0.00358203 0.0319093 0.0111024
internal_weight=0 193.191 97.7902 34.3334 12.3777 4.2106 21.9557 191.433 95.401 52.8881 42.5129 19.2453 38.773 20.0091 9.32973 10.6793 33.6428 19.0899 16.8276 18.7639 12.3781 9.8596 7.85516 6.99313 8.22725 5.34364 63.4567 49.3101 26.4304 23.0046
internal_count=48000 5609 4062 855 163 56 692 42391 1547 771 776 255 687 315 213 102 516 314 576 372 300 270 252 235 751 414 3207 1340 731 691

Tree=15
num_cat=0
split_feature=94 71 79 61 61 17 38 41 31 76 0 154 135 146 98 42 119 61 123 38 144 66 155 151 164 156 14 23 79 79
split_gain=113.074 9.27841 6.70952 6.70685 8.77623 9.26701 9.94834 6.14163 6.04502 5.91206 5.6476 8.65752 10.2636 8.09407 6.70749 7.57449 8.15993 6.98506 6.70278 6.63479 6.53918 6.27904 6.25181 5.75102 5.53443 7.28846 9.81777 9.49253 5.52347 5.65081
threshold=5627720.6400000015 262008.54313133072 133290.00000000003 18539.000000000004 19439.000000000004 2206.0000000000005 2830457.0000000005 8341.0000000000018 348.29366838177515 223210.00000000003 351777.00000000006 13.666594521949948 53383.975115999252 317540.42113789468 1792.6042310292198 33200.000000000007 331049.00000000006 218511.00000000003 723.1518339919088 19758.000000000004 156614.69334668203 8144.5960553737314 391575811.00078481 11402559.098830836 4804044.0000000009 15390.842504151549 379775.00000000006 36616284.000000007 174490.00000000003 197850.00000000003
left_child=3 2 24 -1 -5 6 -6 9 -7 28 11 12 19 -14 17 -16 -17 -12 -15 23 22 -21 -18 -11 25 26 27 -2 -3 -30
right_child=1 7 -4 4 5 8 -8 -9 -10 10 14 -13 13 18 15 16 20 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.094047575884499413 -0.071519174657823287 0.029408384980700621 0.031446088008695375 0.49790445318760856 -0.085486597382821217 0.28191855690959383 0.93572557754366026 0.13791128213097448 -0.048410882669138747 0.12560539597873285 0.062522950242748898 -0.086858400727754317 0.2404091858075601 0.21931727826426176 -0.073313285848738183 0.15755599083565938 0.049688165398977295 0.21821468205133521 -0.042393268697984758 -0.073771670993210733 -0.12566165312671909 0.31373651830936855 -0.11806891232252409 -0.10593490326588595 0.05456253324995658 -0.18167275205976996 0.16115620173307643 0.10046064701995894 0.34186636542837201 0.11427238198143591
leaf_weight=163.03473536390811 24.580118503421552 5.6521142609417421 27.103138995356858 0.32266270881518622 9.2699417283292824 1.375894716009497 0.096385342534632268 5.9822189952246836 0.92740227980539192 4.4436201374046567 25.206666449550543 9.639487153850494 3.2409669617190948 1.3894276842474935 7.5576388314366332 4.8441205257549873 22.779685338959105 3.2535856943577519 3.3098269337788224 11.687125273514535 2.8823254462331525 0.43366557359695512 2.4615389956161371 1.4141130857169626 6.1457496769726268 3.6692195655778042 2.4110587271861723 3.6914123389869919 1.4121631029993293 4.7954124379903078
leaf_count=40353 2025 130 917 31 1886 60 12 90 49 93 245 345 39 12 140 67 315 30 75 620 23 2 44 48 98 57 69 35 19 71
internal_value=0 0.0226708 -0.00706402 -0.0887385 -0.016562 -0.0307869 -0.0749777 0.0390951 0.148914 0.0340167 0.0264261 -0.00594755 0.0241441 0.118834 0.043113 0.0169819 0.0376815 0.0803217 0.0349866 -0.0176757 0.0170338 -0.0599071 0.0333284 0.0697093 -0.0328371 -0.0484734 -0.0325445 -0.0490638 0.100928 0.166048
internal_weight=0 189.986 67.6007 175.027 11.9923 11.6696 9.36633 122.386 2.3033 116.403 104.544 35.5582 25.9187 7.94022 68.9856 40.5253 32.9677 28.4603 4.69925 17.9785 28.1235 12.1208 25.2412 5.85773 40.4976 34.3518 30.6826 28.2715 11.8597 6.20758
internal_count=48000 5609 3201 42391 2038 2007 1898 2408 109 2318 2098 1234 889 126 864 589 449 275 87 763 382 622 359 141 2284 2186 2129 2060 220 90

Tree=16
num_cat=0
split_feature=94 21 44 38 151 161 21 20 120 135 135 78 40 97 86 133 79 76 149 148 38 92 23 66 163 1 128 59 71 10
split_gain=101.342 8.44127 7.44629 8.77262 10.0491 8.334 7.94996 12.4774 6.83024 6.77647 10.2043 37.0018 6.7442 6.33513 6.25552 7.99353 6.84891 7.75353 6.05834 10.641 7.42937 7.68544 5.69491 5.44316 5.37089 5.30131 11.8684 9.58752 5.73928 5.21196
threshold=5627720.6400000015 4329318.0000000009 12656.000000000002 24486.000000000004 30584194.984047715 618090.00000000012 277304.00000000006 13651.000000000002 72039.000000000015 71163.734243871688 97563.591798628462 530895.38567645813 11590357.000000002 13.000000000000002 115256.00000000001 12350.138784239283 237220.00000000003 191860.00000000003 43996800.000000007 85965.000000000015 12716572.000000002 1156.811462830228 9415145.0000000019 30.193286407955835 8365152.0000000009 28.725025310233768 126215.00000000001 68516.000000000015 193870.00000000003 501159.00000000006
left_child=9 2 5 4 29 14 7 8 12 -1 11 -11 18 -8 15 16 25 -18 19 -5 -20 -22 -21 -9 -15 28 -27 -28 -2 -4
right_child=1 -3 3 6 -6 -7 13 23 -10 10 -12 -13 -14 24 -16 -17 17 -19 20 22 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.090353409691572101 -0.10200871106420704 0.093261875175977033 0.31933710015954353 -0.052166316468825358 -0.11234629581879174 -0.078474614572004081 0.1624943549575639 -0.074984584814194025 0.10459196222795664 -0.1004337525879529 0.0060444365547943591 2.5143280362357538 0.14430151070151179 -0.050573350245563059 -0.15922606200300166 0.20445082117971591 0.28266408758131595 0.038773414049617767 0.057627535168918789 -0.098175190580674088 0.039091212477454874 -0.13048380608908333 0.1006895591012468 0.14092058487451481 0.16868393076311733 -0.11606504286581205 0.65890165194856787 0.11820584581491614 -0.00046430706012615 0.10106316036158645
leaf_weight=157.69933879119344 7.7023310610093239 14.708793101832269 1.1739228484220863 11.017297944985332 2.1713893469423047 15.198404954280702 1.6311138495802904 1.289598122704773 7.1637423792853943 0.18505457020364646 2.3675739380996674 0.076489955885335803 3.0249600671231738 24.770148579962555 2.1327273924835017 2.1429266585037103 1.625015398953108 6.5880517861805856 4.6048384271562126 1.6223931391723443 3.5551677830517283 10.766911540646104 12.811118156183509 12.351689543109385 1.169988378882407 1.1570353540591889 0.51678979117423274 0.89744463283568621 20.06801300868392 16.058189741335809
leaf_count=42010 684 200 15 601 31 933 24 94 106 46 315 20 28 622 95 21 16 168 100 27 27 104 157 150 14 149 16 32 876 319
internal_value=0 0.0205313 0.0143552 0.0290719 0.0903868 -0.0148563 0.0166503 0.0349675 0.0135824 -0.0876989 0.0715243 0.664266 -0.000171399 -0.0286641 0.00771871 0.0164673 0.00601892 0.087029 -0.0100192 0.0218435 -0.0528647 -0.0883902 0.0783362 0.12051 -0.0406841 -0.0159094 0.12146 0.315787 -0.0286285 0.115933
internal_weight=0 187.92 173.211 115.182 19.4035 58.0287 95.779 68.2077 54.5664 160.328 2.62912 0.261545 47.4027 27.5713 42.8303 40.6976 38.5547 8.21307 44.3777 25.4508 18.9269 14.3221 14.4335 13.6413 25.9401 30.3416 2.57127 1.41423 27.7703 17.2321
internal_count=48000 5609 5409 2419 365 2990 2054 1394 1150 42391 381 66 1044 660 2057 1962 1941 184 1016 785 231 131 184 244 636 1757 197 48 1560 334

Tree=17
num_cat=0
split_feature=94 115 71 18 40 165 20 63 110 127 76 30 155 66 99 149 161 25 103 67 98 74 113 116 96 152 45 83 164 103
split_gain=90.7235 7.40631 7.17565 9.0465 8.43478 8.29679 10.7569 6.1533 6.39191 6.84316 6.14808 5.98744 7.27657 5.86962 5.7614 5.54774 5.46832 5.64895 5.35238 5.34831 6.14483 5.22509 5.11612 5.62498 7.07702 4.9599 4.96505 6.46396 4.95108 4.81137
threshold=5627720.6400000015 379255.00000000006 323286.71601112356 353.00000000000006 30625.000000000004 4254363.0000000009 149.00000000000003 86.302862525438002 82.137268851559227 10845.622169069502 223210.00000000003 3159.0000000000005 4516050.0000000009 574.30046290602638 20823.000000000004 6030.0000000000009 1227620.0000000002 5917944.0000000009 530748.00000000012 4958748.0000000009 1621.0000000000002 155980.00000000003 6695.0000000000009 447694.00000000006 692741.76000000013 10643.000000000002 331729.00000000006 66073404.000000007 8295179.0000000009 4226382.0000000009
left_child=1 -1 3 4 -2 6 -6 18 9 29 -4 14 16 -11 25 -7 17 -13 -8 -10 21 -21 23 -3 -25 28 -27 -28 -12 -9
right_child=2 22 10 -5 5 15 7 8 19 13 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.091570817309011565 -0.10002740098165296 -0.10076582054873838 0.14129668429671147 0.069693214416806148 -0.088502655687905774 0.21608233369688842 0.22749208551211125 0.043281242834652206 -0.089977014747679745 0.1168262010287658 0.014797428830271934 -0.16521105386276747 0.088070575376487784 -0.11124029281446075 0.14262654548313136 -0.083265859549150611 0.058401368575166035 0.06049769949332804 -0.1038194551623553 -0.085947772193807143 -0.016719684071455927 0.1338010380263237 -0.11179427283890481 0.40860334271821036 0.062699816556313445 -0.067239216216869152 0.14964515002803108 -0.082636249403537199 0.17245252883558568 0.16000755460975569
leaf_weight=140.43569124513306 9.9235527054406685 1.4370534657500673 5.519165380857884 15.511791799217461 8.4684924548491818 0.64849595818668504 0.54465126618742843 5.4379177768714753 4.3399422978982356 1.8968354761600483 20.254642363404859 3.1950675970874709 27.853185846470296 2.7857693019323051 2.954890319146215 13.659235560335217 5.506177781149745 1.6982052139937875 4.6560119595378637 1.2864674581214801 10.644023297820238 6.8090733087155968 2.3345758421346545 0.74142942111939225 2.9246034247335047 14.823640106245877 2.7665023906156412 2.1131256259977818 2.2092449348419896 10.071488144341854
leaf_count=41640 468 257 83 249 1033 14 11 272 429 42 379 76 461 62 34 410 58 16 397 24 319 115 337 16 141 368 28 19 21 221
internal_value=0 -0.0864205 0.0185744 -0.000280587 -0.0136524 -0.00162204 0.0154837 0.033651 0.0460029 0.0870931 0.0390817 0.0323154 0.0614204 -0.0188548 0.00764139 -0.0696979 -0.0099577 -0.0868791 -0.0691221 0.0100536 0.0332199 0.0988806 0.0108266 0.0669236 0.132656 -0.00181778 -0.0384381 0.0490556 0.0303023 0.119081
internal_weight=0 147.873 185.578 96.6837 81.172 71.2484 56.9407 48.4722 43.2715 20.192 88.8938 83.3747 38.2526 4.6826 45.122 14.3077 10.3995 4.89327 5.20066 23.0795 18.7396 8.09554 7.43766 5.10309 3.66603 42.1672 19.7033 4.87963 22.4639 15.5094
internal_count=48000 42391 5609 4066 3817 3349 2925 1892 1484 597 1543 1460 611 104 849 424 150 92 408 887 458 139 751 414 157 815 415 47 400 493

Tree=18
num_cat=0
split_feature=94 115 21 41 34 152 64 95 126 40 86 166 98 110 90 14 118 143 127 152 147 97 20 145 23 119 79 86 105 58
split_gain=81.239 6.8798 6.64418 6.04137 6.18203 6.95916 13.3101 9.87687 11.0102 8.06701 7.76509 7.59496 6.77975 6.17468 5.24942 5.21591 5.92211 5.11638 5.90025 5.06231 5.03252 6.64883 4.90817 4.86603 4.86654 4.71857 6.19422 4.67567 4.64746 5.11482
threshold=5627720.6400000015 379255.00000000006 4329318.0000000009 17673.000000000004 26409.000000000004 10643.000000000002 8381.0000000000018 824666.40000000014 3252.0000000000005 3418141.0000000005 2003.0000000000002 124809.00000000001 1473.3529949857641 3575.791157027697 441506.26284031203 19975.000000000004 23528558.000000004 48725.000000000007 10219.331314245221 30133.000000000004 1162683.9571720371 1051.3020398510278 1211500.0000000002 19588333.000000004 31534465.000000004 113242.00000000001 143330.00000000003 22623.000000000004 280433.00000000006 1394521.0000000002
left_child=1 -1 3 4 5 6 7 9 -9 10 -2 22 -7 25 -12 -8 -17 23 27 -6 -4 -22 -11 -15 -25 26 -14 -19 -13 -30
right_child=2 -3 20 -5 19 12 15 8 -10 11 14 28 13 17 -16 16 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.090649359826072584 0.22150983665082677 0.0091860908855464479 0.14083642325194096 0.098495918871129781 -0.07741058692825141 0.024923507733749694 0.18510128344811835 -0.092145838423925139 0.16772663162978002 -0.073478593768051062 -0.064555785372468338 0.27413427488426229 -0.089472117283206531 -0.068824767529057848 0.070934653983890469 -0.058567419553025871 0.10953297954113031 0.067977644338346063 0.059013809580823362 0.12443151252165073 -0.088777065197418459 0.10709795769449633 0.14482539179680293 0.057280177901579882 0.27167159582860306 -0.096871657456208668 0.12417865328567855 -0.10380869548192351 -0.09962792695854425 0.092135055273453961
leaf_weight=128.29907503305003 1.0749054010957468 7.2949709636159232 7.2397970966994745 7.5838096123188725 1.5037527815438787 23.317936105653644 5.3550278821494421 2.1827050577849132 6.4421102965716273 6.7573028746992376 29.901836426695809 1.1717416166793544 2.9804744871798929 2.2173974718898553 3.1618967156391582 2.8729633826296759 7.7468810137361288 1.8959355065599108 4.5378316426649681 7.1544662844389677 3.0596757549792528 3.9965209467336535 1.2151000956073401 4.9011703585274518 1.3505298746749756 20.225572818890214 2.4912406196817756 9.6424918575212342 1.6196620222181071 9.8484992724843305
leaf_count=41640 29 751 101 98 36 654 101 39 91 308 1947 24 100 64 87 111 65 33 48 72 34 65 19 88 18 874 46 207 142 108
internal_value=0 -0.0852782 0.016799 0.0112664 0.00717201 0.00251742 0.0230577 0.00249533 0.10196 -0.0131732 -0.0429996 0.0362261 -0.0196396 -0.0403216 -0.0515988 0.104633 0.0640571 -0.00445175 -0.0375895 0.0893757 0.082262 0.0221635 -0.0402062 0.0584512 0.103594 -0.0745836 0.00780186 -0.0755816 0.0844344 0.0650521
internal_weight=0 135.594 183.449 169.153 161.569 152.911 79.3506 63.3758 8.62482 54.7509 34.1386 20.6123 73.5606 50.2426 33.0637 15.9749 10.6198 24.5454 16.0763 8.65822 14.296 7.0562 7.9724 8.4691 6.2517 25.6973 5.47172 11.5384 12.6399 11.4682
internal_count=48000 42391 5609 5409 5311 5203 3071 2794 130 2664 2063 601 2132 1478 2034 277 176 458 288 108 200 99 327 170 106 1020 146 240 274 250

Tree=19
num_cat=0
split_feature=94 61 44 40 79 99 87 63 165 87 8 99 37 156 60 42 40 120 17 163 112 16 121 165 165 120 65 87 79 21
split_gain=72.4897 7.14238 6.14216 8.62862 5.953 6.89588 6.64262 6.12682 6.44298 11.0795 6.90875 9.72472 8.31312 7.3208 6.67568 6.3623 6.13582 6.39926 5.89139 5.7987 5.78831 5.57892 5.00305 4.97821 5.37444 4.92257 4.75139 6.84382 5.80261 5.42428
threshold=5627720.6400000015 18539.000000000004 7668.2511711548968 396471.00000000006 280270.00000000006 2354.8239205944769 594320.00000000012 382.12331580178756 5262975.0000000009 326690.00000000006 20199.000000000004 31377.000000000004 122374.00000000001 2816.1500000000001 835956.00000000012 51258.000000000007 3208003.0000000005 67879.000000000015 2206.0000000000005 2120663.0000000005 7.9524209202405354 9561859.0000000019 1123.0000000000002 114068.00000000001 3003601.0000000005 8593.0000000000018 683.00000000000011 557890.00000000012 163790.00000000003 76328.000000000015
left_child=1 -1 -3 -4 7 6 -6 26 10 15 12 -12 13 14 -9 -10 17 23 -5 21 25 -13 -11 -14 -25 -8 27 28 29 -2
right_child=4 2 3 18 5 -7 20 8 9 22 11 19 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.091015171169346917 -0.040298354758321997 -0.062961029515427869 0.64800828218031703 -0.065558991718936477 0.17829129763754381 0.12821426311309167 0.15379461476360057 0.017424377661452408 -0.10544443790680197 -0.099805070328092813 0.15057687124973396 0.045681977969159952 0.095776190843876619 -0.059030238774375604 0.35436775123469882 0.11819664070230432 0.11846636580582533 0.13601167351363128 0.1956005158933076 0.095298452580764886 -0.029503374470721114 -0.18304170416442939 0.11545079986442892 -0.062204376305615629 0.13104141045334686 -0.0052548202848521769 -0.062658242240601555 -0.06527823497778279 0.29060925242944791 0.11398952745022811
leaf_weight=114.52266574464738 4.5331553639844078 6.3851303535047901 0.26542700221762094 1.8490405671764167 2.5643079020082977 8.9957873118109983 4.0612173019908395 19.725101337069649 1.6320246900431836 13.050251327455042 10.134115574182944 2.0018173092976204 3.751153235556564 18.861800347454846 0.60607306659221549 5.7675181245431304 10.263229496078564 4.0284808557480565 1.6210804884321985 3.6552294041030109 14.310987131204454 2.2822138089686632 1.1771488999947894 10.572983972961081 1.6659361487254489 3.7360624200664461 19.427008497295901 7.1784107584971926 1.0035382704809297 4.5817134298849851
leaf_count=40353 481 1642 40 316 24 119 49 680 71 307 167 32 70 848 5 70 121 71 40 84 249 20 10 327 16 122 980 585 13 88
internal_value=0 -0.083899 -0.00337453 0.098476 0.0153616 0.0532643 0.025937 0.00661503 0.0185002 -0.0303772 0.0305743 0.0856513 0.0162464 -0.0141593 0.0274687 0.0688709 0.0555998 0.0233689 0.0564427 0.00277663 0.00826562 -0.076165 -0.0819952 -0.00500986 -0.0359002 0.0775862 -0.0287179 0.00940243 0.0623839 0.0372566
internal_weight=0 124.643 10.1207 3.73555 179.567 33.6684 24.6726 145.899 109.175 21.6269 87.5481 18.0734 69.4748 39.193 20.3312 7.39954 30.2818 20.0186 3.47012 7.93926 22.1083 4.28403 14.2274 15.9901 12.2389 7.79728 36.7238 17.2968 10.1184 9.11487
internal_count=48000 42391 2038 396 5609 563 444 5046 2899 458 2441 303 2138 1533 685 141 605 484 356 136 420 52 317 413 343 171 2147 1167 582 569

Tree=20
num_cat=0
split_feature=94 95 71 103 135 21 44 161 38 108 119 21 86 133 17 127 121 71 148 132 46 127 8 151 99 147 97 31 44 105
split_gain=64.7628 7.21508 6.75017 13.1216 5.314 5.20931 4.921 6.38107 6.33903 7.44852 9.65144 6.58326 4.59091 5.80176 5.02071 5.88344 5.1647 4.60609 4.5881 5.77212 4.6174 6.32679 5.18706 4.47228 4.78009 4.38022 5.31875 4.36487 3.83793 3.80309
threshold=5627720.6400000015 64199.520000000011 352039.00066643697 62116.000000000007 428224.70478597045 4329318.0000000009 12656.000000000002 618090.00000000012 39707.000000000007 749.00000000000011 465490.00000000006 1859940.0000000002 115256.00000000001 12350.138784239283 1347.0000000000002 8167.4369142915893 203.00000000000003 216370.00000000003 80210.309589258788 13060.000000000002 4259459.0000000009 4803.8842389094143 62537.000000000007 117.00000000000001 2361.867681743754 1162683.9571720371 1051.3020398510278 3526.1557083112825 7755.0000000000009 269678.00000000006
left_child=1 -1 4 -4 -3 6 7 12 9 10 27 18 13 14 17 16 -16 -2 20 -20 21 22 -10 -19 -25 -7 -27 -8 -5 -22
right_child=5 2 3 28 -6 25 8 -9 11 -11 -12 -13 -14 -15 15 -17 -18 23 19 -21 29 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.089639421697278746 -0.094801006424054313 -0.088399632682135035 0.70484108393993461 -0.10421941431268895 0.1735578091343985 0.13143831481435056 0.13551220382640011 -0.075483317302700664 -0.10184624165967118 0.14963177192634333 -0.083518524832314159 -0.069165934535855553 -0.14704652149535763 0.1770341407922994 0.095997543958400183 -0.10358827412397827 -0.10219171541778874 0.079949333190888178 0.10415981385306178 0.01909234324591709 0.10099178236299047 0.13976604469272841 0.17309337294929866 -0.062723895331753862 0.1522571279313846 -0.082641965783337434 0.095653680057795468 -0.065937392089109009 0.17060355560578458 -0.094709168083235484
leaf_weight=106.12878506048582 7.0280665275640812 5.2678169589489681 0.35922810877673361 0.90575075871311161 0.90784764802083362 6.6611223910003883 5.8047925829887408 13.386809774907304 3.4192159934900728 7.6710786821786305 4.9569655600935221 9.4063061340711993 1.914260733174159 2.0098066702485076 11.322359388694165 2.2131416741758576 1.4876364406663913 5.0419227215461424 9.3794396310113353 53.323839837219566 1.1230843327939499 3.1684710581321269 0.85847942810505617 8.4295292170718294 1.1789249533321697 2.9844534806907177 3.8078662659972906 1.3201880436390636 1.1575775297824291 8.5733524216338974
leaf_count=40791 896 1338 44 164 27 101 91 933 363 144 156 147 95 21 208 39 138 236 138 740 44 98 9 403 21 34 65 23 27 466
internal_value=0 -0.0825014 0.00560345 0.147071 -0.0498908 0.0140119 0.0090762 -0.0156061 0.0213064 0.0725666 0.0236363 0.00996162 0.00412438 0.0115997 0.00254039 0.0469702 0.0729816 -0.0282494 0.0192833 0.0318171 -0.0265622 0.0326621 -0.0466693 0.00367671 -0.0363464 0.0738192 0.017313 0.0981856 0.049963 -0.0720422
internal_weight=0 114.727 8.59822 2.42256 6.17566 176.471 163.018 54.0125 109.005 19.753 12.0819 89.2522 40.6256 38.7114 36.7016 15.0231 12.81 21.6784 79.8459 62.7033 17.1426 7.44617 4.2777 14.6504 9.60845 13.4534 6.79232 7.12498 2.06333 9.69644
internal_count=48000 42391 1600 235 1365 5609 5409 2990 2419 414 270 2005 2057 1962 1941 385 346 1556 1858 878 980 470 372 660 424 200 99 114 191 510

Tree=21
num_cat=0
split_feature=94 102 167 110 53 97 129 130 97 21 79 119 43 68 25 71 137 151 121 66 57 2 165 87 20 124 37 45 144 83
split_gain=57.9116 7.29715 15.2403 66.6293 12.6199 7.92294 5.5272 16.4576 4.9648 7.53024 4.77845 5.77485 5.5899 4.5728 5.47977 4.51936 4.51169 4.47768 6.6128 4.40455 7.22694 6.20405 5.92078 5.83738 5.35088 5.10037 5.05684 4.96896 4.79267 4.60086
threshold=5627720.6400000015 357552.00000000006 77118.000000000015 466.19610424504862 150046.00000000003 146.58756761602268 876.75497877272426 29.773357134080893 790.00000000000011 221.00000000000003 237220.00000000003 513707.00000000006 7417.0000000000009 791124.00000000012 5917944.0000000009 262008.54313133072 12880014.088630157 117.00000000000001 3.0000000000000004 574.30046290602638 1095994.0000000002 610345805.23952711 1881235.0000000002 528410.00000000012 857.00000000000011 84.184483638568437 5157.0000000000009 183507.00000000003 11639.000000000002 39262662.000000007
left_child=1 6 4 -4 -3 -6 -1 -8 9 -7 12 -12 13 14 15 16 -2 18 -17 21 25 22 24 26 -14 -21 -24 29 -26 -22
right_child=10 2 3 -5 5 8 7 -9 -10 -11 11 -13 19 -15 -16 17 -18 -19 -20 20 27 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.094629627440006123 -0.065776220914040687 1.2899413647679061 -0.10137038511414627 4.1285001723177581 -0.095075879474133485 1.0544189262086254 -0.10026950581288732 2.1105434981885014 -0.028103432227511934 0.10866961932884321 0.086824369742656671 0.013041724158602117 -0.018493759678943695 -0.11143948195948046 0.12906105486558556 0.17859518723749523 0.42868964108369884 -0.029764394883640799 -0.034988061830178774 -0.40734803144972764 0.051324903246980885 -0.089364031580625863 0.12986328511520143 -0.078125123927550097 0.03676651285024047 -0.058944517823441595 -0.057576559970086053 0.050573088341068634 0.14956857146749977 -0.053126272547025025
leaf_weight=86.427846807753667 16.959959631552927 0.071644526906317618 0.17516606720164318 0.047294991556555033 10.837123899720611 0.086596947629004162 0.13173895701765914 0.045232744654640555 4.6614540293812752 3.0279672830365598 16.969201872125268 28.297719568712637 3.7988486504182246 5.6539621371775857 2.4714190522208801 3.2366237600799641 0.18655959703028102 8.8437304641120118 2.6255210528615862 0.43715807469561596 6.2512718532234457 3.1743162306956938 4.1226729156915081 5.2568409233354032 5.5955049230251488 10.819767820416017 2.2113369607832283 21.860561786219478 11.523387984372674 12.959560848772524
leaf_count=36764 1929 4 55 19 4179 31 52 19 970 298 255 595 226 68 21 58 5 337 186 12 137 201 119 185 172 387 82 251 209 174
internal_value=0 -0.0811988 -0.0249151 0.797896 -0.0347115 -0.0398103 -0.0934865 0.464799 0.0372112 0.134965 0.0127755 0.0407006 0.00289897 -0.0281092 -0.0143826 -0.0255124 -0.0603963 0.015161 0.0829361 0.0169839 -0.0014893 0.0440746 0.0571043 -0.000226789 0.0888724 -0.0724746 0.0644241 0.0179665 0.112698 -0.0191375
internal_weight=0 105.512 18.9072 0.222461 18.6848 18.6131 86.6048 0.176972 7.77602 3.11456 173.256 45.2669 127.989 39.9778 34.3238 31.8524 17.1465 14.7059 5.86214 88.0112 52.3283 35.6829 32.5086 11.5909 20.9177 11.2569 6.33401 41.0714 17.1189 19.2108
internal_count=48000 42391 5556 74 5482 5478 36835 71 1299 329 5609 850 4759 2604 2536 2515 1934 581 244 2155 961 1194 993 386 607 399 201 562 381 311

Tree=22
num_cat=0
split_feature=94 101 17 17 78 66 25 96 25 67 84 113 45 43 138 2 21 28 66 74 119 143 45 166 40 165 123 79 158 75
split_gain=53.4453 6.88376 5.96455 4.48275 4.90023 5.82018 8.90909 6.21921 5.66061 6.15498 6.19367 8.18065 5.35669 4.85165 4.66303 6.9808 5.42239 4.9496 6.27347 4.58702 4.53132 4.36883 3.94665 3.91959 3.75518 5.02404 5.59906 4.67734 5.4037 4.0055
threshold=5627720.6400000015 122439.00000000001 2695.81312996516 2884.0000000000005 545722.94362064858 626.36499131542826 1136088.0000000002 5070727.2000000011 5917944.0000000009 11012622.000000002 113886.00000000001 14291.000000000002 35626.000000000007 102814.00000000001 3491.8628440356756 479761768.35101503 2123.0000000000005 3359.1603396128389 4464.6539326173579 155980.00000000003 4389647.0000000009 455849.8126155021 11857.000000000002 595630.00000000012 22569.000000000004 284944.00000000006 2370.2967558267419 174490.00000000003 7691688.0000000009 202280.00000000003
left_child=1 -1 -3 4 5 6 7 -2 9 10 11 22 -12 20 16 -16 17 18 19 -5 -7 -11 -8 -15 -18 -26 27 28 -27 -29
right_child=3 2 -4 14 -6 13 8 -9 -10 21 12 -13 -14 23 15 -17 24 -19 -20 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.0890682184582859 -0.072556396386750946 -0.051747114628064285 0.12073586259275833 0.19919308018292292 0.081790312487018305 -0.089578094354626547 -0.021856946616906261 0.15471378718714965 0.14602782444555631 -0.038870820592842567 0.37330023857543554 -0.080957966254257885 0.10349938369169748 -0.058362497854725442 0.016202578508614722 -0.12055164803769383 -0.017252625497364654 -0.086266489426280027 0.20527761526988242 -0.036031133580212142 0.032270815924812853 0.16047259266179303 0.12971320448932763 0.13344493864979493 0.1311847670858432 -0.12238340184093266 0.081175072993305883 0.19220431152074863 0.090169087848339408 0.006552637420762797
leaf_weight=90.077035240828991 14.835068427026274 6.6289198427693901 2.8741177774500102 0.94997567194513788 6.065806481987237 18.190327205695219 2.3784943290520477 1.3104252354241896 4.0871004387736312 14.508467555977402 1.0166571135632687 4.3363192845135918 2.6645799172110856 1.9390356810763467 19.805928026326004 4.5995527594350269 5.7882746229879549 5.4955529414582989 1.7299089245498178 6.5112257732544094 3.6672744830138972 1.189557185396551 6.1855597752146423 2.3646199628710747 9.8437035586684924 4.4988933783024532 20.471054784255102 1.6350137488916514 1.6292201755568383 4.0182626466266811
leaf_count=40464 2045 1825 102 24 178 621 119 14 52 319 22 282 54 31 245 51 93 174 10 252 84 13 210 18 124 109 345 12 24 84
internal_value=0 -0.0805284 0.000418983 0.0115559 -0.00481329 -0.0114905 0.00770736 -0.0541103 0.0351522 0.0211136 0.0636008 0.0309528 0.178011 -0.0500255 0.0275039 -0.00957066 0.0419647 -0.0111903 0.0336992 -0.0060819 -0.0691343 -0.0237651 0.0876176 0.047025 0.0582679 0.068652 0.0495665 -0.00535571 -0.0658742 0.0602459
internal_weight=0 99.5801 9.50304 171.716 84.7393 78.6735 52.5122 16.1455 36.3667 32.2796 16.5816 12.9004 3.68124 26.1613 86.9766 24.4055 62.5711 14.6867 9.19111 7.4612 21.8576 15.698 8.56405 4.30366 47.8844 42.0961 32.2524 11.7814 6.12811 5.65328
internal_count=48000 42391 1927 5609 4062 3884 3130 2059 1071 1019 687 611 76 754 1547 296 1251 460 286 276 705 332 329 49 791 698 574 229 133 96

Tree=23
num_cat=0
split_feature=94 102 10 159 158 145 92 71 21 40 74 38 37 2 128 37 24 18 39 69 74 151 92 123 45 140 48 86 112 92
split_gain=47.6283 6.79943 11.9605 11.6974 5.16935 4.64381 8.15456 4.66983 4.11827 4.08179 8.61338 7.18496 5.84717 5.1811 5.00141 6.07859 5.0742 4.63402 4.62597 4.23222 4.35242 3.99223 3.98549 5.53979 4.43899 5.88564 4.12426 4.19778 3.97466 3.93686
threshold=5627720.6400000015 702866.00000000012 29566.000000000004 175309.00000000003 1308534.0000000002 10187556.955912918 22.002455830622747 435132.95644123259 4329318.0000000009 22569.000000000004 437480.84191245347 9577.0000000000018 113.00000000000001 479761768.35101503 37131.000000000007 7417.0000000000009 18733542.000000004 431.00000000000006 1381393.0000000002 2233066.0000000005 164490.00000000003 25220369.729790051 993.33008609753824 142.11512109792537 190501.00000000003 166255.14938512896 125.00000000000001 19088.000000000004 1531.9922809272155 12.045909677642323
left_child=1 5 -3 -4 -5 -1 -7 -8 9 10 17 13 29 19 15 16 -14 -2 -17 20 -11 -10 23 -16 -24 -26 27 -25 -12 -13
right_child=8 2 3 4 -6 6 7 -9 21 11 28 12 14 -15 22 18 -18 -19 -20 -21 -22 -23 24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.091230226506161222 -0.11232345280268659 0.68094834500591617 1.2220119185437943 -0.10141613844063752 0.051102408853405182 1.0167916099136656 -0.10349142414630169 0.29348263119698359 0.13264278117985823 -0.07255528849872675 0.10766577170357955 0.065237810952522846 0.021831129860314158 -0.082081013172881703 -0.07602371756562569 0.069219224830237291 0.34321819796211728 0.032074468748656396 -0.099783020145715121 0.021819242188805058 0.12217934277190529 0.018910605027733556 -0.028967707193936789 0.16686539252804991 0.076531804977092943 -0.030933647189944763 0.091200715316956532 -0.056372502358928968 -0.032134437268515378 -0.063894242104323345
leaf_weight=81.158981670043431 10.859123371308671 0.25267786567564954 0.075594421941786005 4.5670165930641797 4.3283417117781937 0.089192155981435373 0.88704392372164853 0.4449846416246146 5.1896821972914022 1.2535429736599386 4.6535156876780075 2.7183361724019077 4.4072059642057893 2.3987429609987876 2.916130171390253 1.9184827941935498 0.55288843810558308 2.7943805295508346 10.397519391961394 10.091682323953135 13.598776029422877 7.6152921933680773 20.04512137779966 1.0636580935679401 13.601168532390149 8.1501407246105355 19.116056031314656 4.0481162916403264 3.6123822387307882 17.956089190905914
leaf_count=39963 583 22 25 1826 267 14 267 7 108 50 45 72 193 121 131 117 3 45 864 222 245 92 463 28 164 75 844 235 58 851
internal_value=0 -0.0789968 0.00243476 -0.0166764 -0.027203 -0.0880922 0.0911074 0.0291239 0.010485 0.0060142 -0.0339956 0.0125475 0.000846271 0.0582911 0.0122994 -0.0358139 0.0576553 -0.0827704 -0.0734573 0.0717901 0.105744 0.0650047 0.0243563 0.0541921 0.00498002 0.0362649 0.0698652 -0.00992116 0.04657 -0.0469156
internal_weight=0 91.8038 9.22363 8.97095 8.89536 82.5802 1.42122 1.33203 168.958 156.153 21.9194 134.234 106.891 27.3427 86.2165 17.2761 4.96009 13.6535 12.316 24.944 14.8523 12.805 68.9404 27.144 41.7964 21.7513 24.2278 5.11177 8.2659 20.6744
internal_count=48000 42391 2140 2118 2093 40251 288 274 5609 5409 731 4678 4040 638 3117 1177 196 628 981 517 295 200 1940 1238 702 239 1107 263 103 923

Tree=24
num_cat=0
split_feature=94 95 31 79 45 95 91 17 28 140 94 157 31 152 115 113 126 66 25 45 127 163 71 113 71 152 18 8 11 40
split_gain=42.6021 6.68357 5.32819 6.58691 10.2962 3.88024 4.11677 4.08278 4.99158 4.54372 4.10275 5.50763 5.18686 4.45593 3.98186 5.21051 5.09887 3.95373 6.25225 4.76105 4.19065 4.33805 6.63454 6.36764 5.7374 4.28879 4.18194 4.16113 3.91038 3.89418
threshold=5627720.6400000015 64199.520000000011 46.284820417148786 112470.00000000001 857.00000000000011 6838129.4400000004 7.0000000000000009 447.00000000000006 27699.000000000004 69150.864570814985 24870534.720000003 7303.0000000000009 610.4461966895708 163910.81843731512 2907910.0000000005 42063.000000000007 12212824.000000002 626.36499131542826 5917944.0000000009 198073.00000000003 41322.637268425657 1934501.0000000002 323286.71601112356 15645.000000000002 392651.72515149566 101312.4064618227 191.00000000000003 139996.00000000003 26506314.000000004 2838233.0000000005
left_child=1 -1 3 -3 -5 7 -7 17 9 14 -11 -12 -13 -14 15 16 -9 18 20 -19 21 22 -2 -23 25 -24 27 -25 -16 -10
right_child=5 2 -4 4 -6 6 -8 8 29 10 11 12 13 -15 28 -17 -18 19 -20 -21 -22 23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.086281830399455473 -0.064068409339880533 -0.10360709466132104 -0.05489499827771134 0.91021576654089176 0.1452141603909631 0.18607469326559689 0.03399347030111638 0.049147813335694346 0.0058768942336714551 -0.10409542914448391 0.095227742566470361 -0.10509476336081823 0.075225016491147934 -0.07639628842012576 0.1069850301096277 -0.068974797948426689 -0.17324737341101745 -0.084180449252047124 0.16869197378917267 0.013866614920682876 0.18291464724780848 0.13886830308604281 0.12656442814621705 -0.10488556794803737 -0.060758409367343814 -0.12934885006778435 0.13706098336392833 0.10783139499863957 -0.064002749411597934 -0.1006582025996943
leaf_weight=77.382580198347569 19.518010211875666 0.9204974024323741 4.5678985171252862 0.19483978685457293 1.8131864540046079 2.3526139529421908 7.3122132595162839 33.46114114462398 9.1226196971256268 3.7120011544320759 5.4995521409437087 4.9414498433470717 5.6728428318165225 2.9442819291725755 13.233775055967268 4.7926114527508608 1.06368770264089 13.646463714074345 2.1855427678674451 7.7739380286075166 1.1558816384058435 4.2727072348352504 5.4269533397164178 4.1408014697954059 3.7801219078246504 0.74472575238905836 1.3914923872798679 1.1821587858721612 1.4878552118316299 5.4994571837596586
leaf_count=40791 2263 314 1159 22 105 35 131 886 147 130 68 62 68 40 172 63 14 582 24 129 36 130 145 167 125 41 21 18 26 86
internal_value=0 -0.0775479 0.0126089 0.117901 0.219443 0.00951923 0.0710131 0.00572525 0.0193601 0.0295547 -0.00791412 0.0108194 -0.0234179 0.0234194 0.0453428 0.0287326 0.042296 -0.0133897 0.00382903 -0.048597 -0.00482971 -0.0101937 -0.0301879 0.0434349 0.0362603 0.0956838 -0.0172936 -0.057644 0.089704 -0.0341916
internal_weight=0 84.879 7.49642 2.92852 2.00803 166.315 9.66483 156.65 91.4313 76.8092 22.7701 19.0581 13.5586 8.61712 54.0391 39.3174 34.5248 65.2188 43.7984 21.4204 41.6129 40.457 29.4698 10.9872 9.9518 6.17168 6.71445 5.32296 14.7216 14.6221
internal_count=48000 42391 1600 441 127 5609 166 5443 1762 1529 368 238 170 108 1161 963 900 3681 2970 711 2946 2910 2574 336 311 186 206 185 198 233

Tree=25
num_cat=0
split_feature=96 64 1 1 117 161 71 135 82 101 79 99 2 68 1 151 41 143 92 165 91 64 65 120 95 43 83 121 155 167
split_gain=38.2153 7.96765 6.63763 6.56422 5.18244 5.13855 18.1455 3.93081 3.88354 3.71934 3.67334 3.92788 4.12035 4.03678 4.16883 4.02525 3.79084 3.72138 6.24782 4.97294 4.8851 4.93338 5.52456 4.52423 4.13697 4.07013 3.98597 5.45602 3.60611 3.51722
threshold=1455449.7600000002 1259.5308877328682 28.725025310233768 32.96168283288165 305083.00000000006 228533.00000000003 108800.00000000001 53383.975115999252 4515326.1276314734 1926355.0000000002 291350.00000000006 3632.0000000000005 7668.0000000000009 952427.00000000012 117.237748619309 13718653.000000002 65836.000000000015 68448.000000000015 3351.7330165169651 9639940.0000000019 1.0000000180025095e-35 25925.389930526529 45040.41347434873 54598.000000000007 5602563.3600000003 31298.000000000004 9414.0000000000018 45.000000000000007 26645149.076027516 187449.00000000003
left_child=1 9 4 -4 -3 6 -6 -7 -8 -1 16 12 13 14 -12 -15 17 20 19 24 26 -22 -23 -20 29 -25 -2 -28 -21 -19
right_child=10 2 3 -5 5 7 8 -9 -10 -11 11 -13 -14 15 -16 -17 -18 18 23 28 21 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.086852328920523206 -0.079847197230656475 -0.10042670123829485 0.5076141024646057 0.024018015690287782 2.1166557302387488 -0.088652584002602286 -0.10161368054724132 0.084463688627803762 0.1594203871359228 0.16202056604105478 -0.013673372578992971 0.11134348604477261 -0.05421686222305392 0.17628725509983856 0.13639410152587658 -0.0030121269594461497 0.10207296630168575 0.039349080184984411 -0.087224072568869063 0.078170709023758778 -0.058633048025293039 0.20603548390186599 -0.051723476202497599 -0.10068414186322872 0.15174158568363871 0.10282568097661898 0.11120223754315867 -0.055631059013979328 -0.08944236513562448 -0.044384420750209069
leaf_weight=72.55665596423205 2.5420805683825156 5.6151097556576124 0.47836993786040582 0.67921314388513565 0.045093027525579976 4.057716024806723 0.75233772280626032 1.9380750984419135 2.3509313322138041 0.60550822084769507 9.9333330831723377 6.5710208597593001 5.2435831951443097 3.7611421691253772 2.2751373853534451 1.8769166273996232 3.8147769789211443 47.990055506466888 9.2643226748332363 1.6660821926780034 26.941362078883689 1.5789327127858988 1.7565869395621121 1.4681106223724771 2.9753265585750333 2.9724988425150514 6.5615801622625423 2.7953442707657814 5.5909875743091106 5.6021071657305574
leaf_count=39924 63 2727 24 130 11 634 221 69 134 12 227 100 112 41 16 21 58 1156 124 16 1342 19 27 31 54 34 142 266 154 111
internal_value=0 -0.070843 -0.00672315 0.223864 -0.0248083 0.0216264 0.125076 -0.0326946 0.0961369 -0.0847926 0.011527 0.0431282 0.0237154 0.046613 0.0142928 0.116598 0.00393859 0.000811243 0.0138158 0.0269703 -0.0230942 -0.0444298 0.0702917 -0.0474456 0.0369682 0.0355433 0.0311939 0.0613614 -0.0509617 0.0305962
internal_weight=0 89.079 15.9168 1.15758 14.7593 9.14415 3.14836 5.99579 3.10327 73.1622 153.181 29.6611 23.0901 17.8465 12.2085 5.63806 123.52 119.705 77.5295 63.8246 42.1759 30.2769 3.33552 13.7049 56.5675 4.44061 11.899 9.35692 7.25707 53.5922
internal_count=48000 43886 3950 154 3796 1069 366 703 355 39936 4114 517 417 305 243 62 3597 3539 1680 1491 1859 1388 46 189 1321 65 471 408 170 1267

Tree=26
num_cat=0
split_feature=94 61 87 70 118 21 132 112 44 95 141 40 146 71 120 12 154 50 104 28 71 123 120 23 115 61 31 75 36 137
split_gain=34.2124 6.26154 8.44854 4.46557 3.92461 3.18223 3.43555 4.12884 4.19336 4.03561 4.68502 5.25288 5.74352 5.07861 4.75327 6.10601 4.50183 4.49426 4.55787 4.26661 4.45191 4.14668 4.03685 4.99378 5.97812 4.23257 4.65187 4.6202 4.77256 4.03783
threshold=5627720.6400000015 18539.000000000004 5670.0000000000009 505485.13400157128 2801994.0000000005 4329318.0000000009 103827.94171389366 57319.763619809695 271098.00000000006 6838129.4400000004 108123.64876922093 2029988.0000000002 1128290.0000000002 361580.0253681544 181465.00000000003 2352500.0000000005 3.108857489074047 9.0000000000000018 26069301.000000004 13171.000000000002 177350.00000000003 6423.6413299794867 67879.000000000015 4466271.0000000009 112726.00000000001 75837.000000000015 292.99442265939877 108760.00000000001 10686.18307974952 194506.22454982362
left_child=1 -1 -3 -4 -5 6 7 8 9 10 11 13 19 22 15 -14 -12 18 -15 20 -13 -17 23 24 -2 27 -27 29 -29 -25
right_child=5 2 3 4 -6 -7 -8 -9 -10 -11 16 12 14 17 -16 21 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.084919091173024555 0.25066497343046301 0.9436879202029953 -0.079774854265559636 0.12009949463534349 -0.12021663195523072 0.057724990673960523 -0.054432369675998953 0.11724105091745814 0.077020855781923719 0.080622556093958686 0.02716612066831994 -0.018055897091986104 0.042974313331814208 0.027292230254579827 0.14253068323859028 -0.078904689939599315 -0.10037876555746286 -0.082268065330698747 0.21010990966834986 -0.053709880000510246 0.083420373854428839 0.052306664761827375 0.047772283557662193 -0.10070656198794362 -0.11164816077392273 0.15366741048132515 -0.094762199997192167 -0.10874273429121839 0.04623845969767533 0.38592193122922386
leaf_weight=64.824989196844399 1.0892379975412101 0.095448007108641764 3.873904398875311 3.2509690816514194 0.85915827890858043 11.90974880568683 9.4231952186673862 3.3732643465045831 7.6822726908139876 6.0612276550382367 4.0412631712388238 5.2961536637740236 9.7220002550166154 12.714247608557343 1.9240809958428133 14.057673077331858 8.7788380219135416 3.3219433678314081 1.5275654718279845 3.3969294539419925 23.536467395722866 2.9065550318919113 4.1119586050044736 0.30688396934420481 0.78260753280483175 1.6579633750952774 1.3820365099236367 19.612271286197942 2.2109785124193868 0.38370588421821594
leaf_count=40353 17 20 1735 180 103 200 119 41 97 91 73 329 424 261 35 517 325 80 11 80 620 49 249 78 61 47 128 1620 55 2
internal_value=0 -0.0745728 0.0084396 -0.00274116 0.0698651 0.00798008 0.00401193 0.00794916 0.00524838 0.00096826 -0.0029646 0.00370639 0.0233432 -0.0206249 -0.00926754 -0.0202122 -0.060173 0.0224705 0.0469011 0.0522919 0.0647806 -0.0564237 -0.0446254 -0.0584787 0.099184 -0.0700276 0.040727 -0.0849826 -0.0930411 0.169674
internal_weight=0 72.9045 8.07948 7.98403 4.11013 161.211 149.301 139.878 136.505 128.823 122.761 109.941 60.8399 49.1014 28.6103 26.6862 12.8201 17.5638 14.2418 32.2296 28.8326 16.9642 31.5376 27.4257 1.87185 25.5538 3.04 22.5138 21.8232 0.69059
internal_count=48000 42391 2038 2018 283 5609 5409 5290 5249 5152 5061 4663 2054 2609 1025 990 398 352 272 1029 949 566 2257 2008 78 1930 175 1755 1675 80

Tree=27
num_cat=0
split_feature=94 64 34 121 94 65 44 87 163 114 101 30 132 96 97 120 124 127 147 147 26 17 120 76 41 113 77 24 18 71
split_gain=30.5814 5.04544 5.92246 5.88375 5.14535 5.76575 4.37104 4.40816 3.91489 7.65855 4.93242 4.78887 4.49871 6.86875 4.25214 4.53171 4.19011 4.1495 3.82598 5.59375 3.89482 3.70996 3.4024 3.32679 3.20527 3.02897 2.96329 5.0675 3.21592 3.78343
threshold=3161098.0800000005 1345.0000000000002 43752.000000000007 11.000000000000002 3429348.4800000004 146.73858875967866 17425.000000000004 5670.0000000000009 1934501.0000000002 7705.0000000000009 6409352.0000000009 6821.0000000000009 73004.897357004273 3938113.4400000004 1.0000000180025095e-35 25081.000000000004 544.35298813352085 41322.637268425657 588707.33929040073 304060.00000000006 7.7095445099317752 724969.00000000012 19563.000000000004 443193.319858337 1229.2397996972616 79239.000000000015 134981.19932421579 2070630.0000000002 2208.0000000000005 243750.00000000003
left_child=6 2 3 21 5 -3 -1 -8 10 -10 12 14 13 16 15 -11 22 24 19 -15 -20 26 -6 -17 -18 -13 27 -2 29 -28
right_child=1 4 -4 -5 8 -7 7 -9 9 11 -12 25 -14 18 -16 23 17 -19 20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.086798438555866275 -0.10465598938515697 1.0048557668404505 0.099019186242616464 -0.068765244687240698 0.10602344818424377 0.16581845173369714 0.65409344511006429 0.038548964375178928 0.071818909086132407 -0.079120787644629584 -0.16128634401937936 0.095807604036191568 -0.061160755987423467 0.089798492788200845 -0.068053405885202964 0.12691243722512538 -0.069905800647811892 0.22387323698773157 0.12224657383166976 -0.098762506688037238 -0.0026886950102153824 0.11038171574639982 -0.06952521313767511 -0.032509946642954306 0.1045021537202223 -0.032483113695332126 -0.09044113555759549 0.17700808595304118 0.069657828503896999 -0.0089145137822678484
leaf_weight=52.693976804963313 0.94851505453698282 0.089613184332846485 3.9955523880198589 21.288665392901748 3.7333041365491253 0.95176470628939569 0.1298909290926521 1.1153995847562326 26.693784575443715 2.8710956294089609 1.9441847989801306 6.3869242863729578 9.4513333081267756 3.1235333068762001 11.756792797241358 3.9467439549043775 14.741785211139357 0.54225509800016958 9.6162626070436072 3.1698333444073796 3.3696413140278301 2.6836302671581498 1.567659424501471 1.9585119057446716 1.1348573279101408 2.5853136596269906 7.9050556333968478 1.9558771925512699 3.5178192242747164 20.33558952412568
leaf_count=36569 269 1 70 4861 191 146 6 365 572 27 32 114 112 56 187 38 1721 21 118 105 77 23 209 23 23 34 1288 30 54 658
internal_value=0 0.0038613 -0.0187816 -0.0268088 0.0167964 0.23802 -0.0824223 0.102754 0.0146749 0.033008 -0.00498938 -0.00210458 0.00103376 0.0153712 -0.0287357 0.0239344 -0.0231916 -0.0481485 0.0588157 -0.00517562 0.0898278 -0.00289233 0.0541083 0.0740391 -0.0574392 0.0588412 -0.0116621 0.0850224 -0.0205042 -0.0317353
internal_weight=0 172.266 62.6307 58.6352 109.635 1.04138 53.9393 1.24529 108.594 56.1992 52.3946 29.5054 50.4505 40.9991 20.5331 8.77635 21.7199 16.4189 19.2793 6.29337 12.9859 37.3465 5.30096 5.90526 15.8766 8.97224 34.6629 2.90439 31.7585 28.2406
internal_count=48000 11060 7253 7183 3807 147 36940 371 3660 995 2665 423 2633 2521 275 88 2165 1765 356 161 195 2322 400 61 1744 148 2299 299 2000 1946

Tree=28
num_cat=0
split_feature=94 20 155 146 71 37 41 133 124 23 47 49 3 94 133 128 50 71 17 129 85 34 9 88 21 123 0 11 161 43
split_gain=27.3293 4.61249 5.37177 4.6906 6.10539 4.84388 4.27899 4.79994 4.88338 4.06694 3.96601 3.85894 3.91103 5.16964 3.56865 3.37871 5.5263 4.22103 3.35907 3.74013 3.33319 3.18875 3.49883 4.54007 3.43418 3.64823 3.16926 3.10835 3.08081 3.05977
threshold=3161098.0800000005 4169.0000000000009 21883290.000000004 1027912.0000000001 176090.00000000003 1955214.0000000002 17673.000000000004 5201.1693865806656 2111.970449062997 4466271.0000000009 3989754.0000000005 450.00000000000006 187397.36829925448 3204140.1600000006 494.249768229491 333791.73070032016 3.0000000000000004 148670.00000000003 24751.000000000004 108.95667899259969 1273984.6943671468 3666228.0000000005 3937.0000000000005 3981425.0643864539 8988.0000000000018 2973.702601784802 196720.00000000003 2592712.0000000005 2344089.0000000005 17023.000000000004
left_child=10 2 28 4 -3 6 7 9 -9 -5 29 12 13 -4 -15 -16 17 -17 19 -10 -20 22 24 -24 -6 26 -26 -19 -2 -1
right_child=1 3 11 5 21 -7 -8 8 18 -11 -12 -13 -14 14 15 16 -18 27 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.088011369107852094 -0.079519108177831699 -0.053484721438446473 0.31385360597592932 0.076408972755110105 -0.14625079384916168 0.10281900678647336 0.10096845010032161 0.10332890652231204 -0.080964047150074075 -0.043347583658119755 0.11578453739623328 0.10771877197464182 0.044874589463639161 -0.09281997303186762 -0.10276968311785716 0.23537063465336777 -0.054682115861015929 0.16096928611854722 0.13240374927828061 0.1068583078277487 -0.071107833527942338 -0.10534925926978581 -0.099594274199052424 0.095249601843271442 0.082448197328622908 0.088783319208144862 -0.071485269126338818 0.0055030262104479059 0.0568760195232497 0.11944432935612537
leaf_weight=48.004088358953595 15.732397421379575 5.9021714264526954 0.44027064309921371 3.0734598871786138 1.1306566861458112 4.1754173049703232 3.3665417917072764 5.8577667830977616 6.121782133355735 36.666412352467887 1.0046639299252991 3.1077702529728404 10.409703458542934 7.1557196241337833 3.4440726330503848 1.1416279471013719 8.5321583454497141 1.544694289797915 2.5441171573475008 1.2822832125239072 1.1771637573838232 1.188432540744542 1.2648440280463571 21.93428504106123 2.0098520821193215 6.3346157287014648 3.9980962052941322 7.6806449124123901 1.8508515018038441 0.72163695469498534
leaf_count=36683 4978 475 18 159 40 48 61 103 167 1553 114 39 643 843 450 22 128 25 45 22 18 10 70 623 156 109 84 146 25 143
internal_value=0 0.0034486 -0.0185249 0.0158644 0.0411155 -0.00133095 -0.00856798 -0.015069 0.0294292 -0.0340857 -0.0808839 0.000345201 -0.00792497 -0.0262831 -0.0313596 -0.0116761 0.00492427 0.0539812 -0.00948074 -0.0484358 0.0680263 0.0558629 0.0610873 0.0846265 0.0205558 0.0358363 -0.0199896 0.0315344 -0.0651619 -0.0849389
internal_weight=0 169.068 61.0399 108.028 43.763 64.2649 60.0895 56.723 16.9831 39.7399 49.7304 43.4567 40.3489 29.9392 29.4989 22.3432 18.8991 10.367 11.1253 7.40407 3.72128 37.8608 36.6723 23.1991 13.4732 12.3426 6.00795 9.22534 17.5832 48.7257
internal_count=48000 11060 7317 3743 1567 2176 2128 2067 355 1712 36940 2314 2275 1632 1614 771 321 193 252 189 63 1092 1082 693 389 349 240 171 5003 36826

Tree=29
num_cat=0
split_feature=94 95 95 146 63 110 87 99 39 10 65 133 112 112 102 7 155 39 48 25 88 31 8 98 165 19 54 116 146 40
split_gain=24.4666 5.6121 4.34629 22.3175 3.61549 3.78544 3.4343 3.73942 3.15054 4.66 3.04517 2.68576 8.97431 107.194 280.143 2.60091 2.64669 3.18778 3.33149 2.8645 5.10537 5.0227 7.00173 3.86595 3.60375 3.7582 3.33641 6.36211 4.49714 6.01854
threshold=5627720.6400000015 64199.520000000011 68727.360000000015 15913.000000000002 454.96665704375164 792.78789860097152 79879.314104175806 2363.5254533172142 1289577.0000000002 268357.00000000006 100.10237952129356 30.304518884715751 22.359697177664739 31.53239322702191 1447.0000000000002 112682.00000000001 536269085.00000006 22221458.000000004 1379.0000000000002 5917944.0000000009 62507172.000000007 3341.0000000000005 31533.000000000004 10123.901943202172 3003601.0000000005 59331.856396153475 7053303.0000000009 3110256.0000000005 247491.46333062547 1753253.0000000002
left_child=1 4 3 -3 11 10 -7 -8 9 -4 -6 12 -1 14 -14 16 19 18 -18 21 24 22 26 -24 25 -21 27 28 29 -2
right_child=15 2 8 -5 5 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10011867214913556 -0.017055089554409271 -0.10072729949457156 -0.1015991697689332 2.7723383402735773 0.27890881102669346 0.27857868994644591 -0.10336547881038108 0.24279271626071217 -0.10847536221300272 0.12009498328442203 -0.080211545198619533 -0.097282802419507805 13.211657729925001 -0.10012039796906343 -0.1001129313702479 0.11169761984206045 -0.07608920647993217 -0.13221191455582607 0.10686095860842999 0.068012326746948543 -0.017894051911393989 -0.0485730313359823 0.10185557216595419 0.0070711580390224339 0.16644174584071805 -0.044675690645896229 0.089509075105280236 -0.094180930042607039 -0.034877135972752875 0.061001409494787752
leaf_weight=2.2100506601855154 19.974602676229551 0.12105378741398354 1.3778187636053187 0.034811703953891993 0.24869228841271152 0.70229715574532781 0.96606629039160885 0.46098561037797481 1.7226409938884897 3.0404398950049654 4.6703846505843103 42.281742451013997 0.022536446340381988 0.67351335077546537 0.052960648899897933 2.3053602105937889 2.2976897205226114 3.0467982054688036 1.7560507869347928 15.297432300401857 12.61402191640809 18.010254914173856 11.039999407716097 7.0516553462948641 2.8702713642269364 3.6694601215422145 3.5830789017491034 7.8574952757917336 21.984589142608456 19.542461423319764
leaf_count=1935 1706 49 789 21 53 30 375 20 455 286 3021 34703 20 587 47 66 46 35 32 198 201 618 182 144 38 41 58 173 1264 807
internal_value=0 -0.0697177 0.0194717 0.540956 -0.0804581 -0.0138393 0.0975467 0.00845522 0.00623561 0.0509604 -0.0620556 -0.0908371 0.00126459 0.300409 3.87355 0.00628456 0.00467087 -0.0549253 0.00316347 0.00761985 0.0327564 -0.000321727 0.00922437 0.0649111 0.0620141 0.046211 -0.00458745 -0.00944845 0.00137703 0.0215464
internal_weight=0 58.586 6.29677 0.155865 52.2892 7.04843 2.12935 1.42705 6.1409 4.41826 4.91908 45.2408 2.95906 0.74901 0.0754971 152.901 150.596 7.10054 4.05374 143.495 34.4512 109.044 91.0339 18.0917 21.8372 18.9669 72.9422 69.3591 61.5017 39.5171
internal_count=48000 42391 1600 70 40791 3499 425 395 1530 1075 3074 37292 2589 654 67 5609 5543 113 78 5430 478 4952 4334 326 277 239 4008 3950 3777 2513

Tree=30
num_cat=0
split_feature=96 51 133 112 112 102 94 61 42 118 79 59 109 69 143 38 1 87 124 43 37 49 63 152 120 150 21 100 25 149
split_gain=57.906 157.012 92.5574 360.43 3264.4 3894.19 14.5768 4.69597 3.62314 3.37042 2.51206 4.14027 5.18805 4.4058 3.11714 3.5543 4.24655 5.5096 3.67828 2.95274 4.89337 2.9383 2.76446 5.71351 4.07456 3.31606 3.92073 3.61248 3.41934 3.52134
threshold=25271.040000000005 1153.0000000000002 30.304518884715751 23.376546337317986 30.102544534847521 2481.0000000000005 5627720.6400000015 18539.000000000004 6018.0000000000009 2235450.0817497852 237220.00000000003 1107745.0000000002 185924.0759230126 4646771.0000000009 85769.000000000015 261335.00000000003 27.114220974670324 632332.14823920582 1300.4062287057179 24486.000000000004 134262.00000000003 1169082.0000000002 2180.0000000000005 42481.23644608925 11569.000000000002 175579.00000000003 7312.0000000000009 1821.0000000000002 1288024.0000000002 2390350.0000000005
left_child=1 2 3 -1 5 -5 7 -2 -9 -10 14 -12 13 -13 15 16 17 18 -8 -17 -21 -20 24 -24 -16 -25 -27 -28 -29 -30
right_child=6 -3 -4 4 -6 -7 10 8 9 -11 11 12 -14 -15 22 19 -18 -19 21 20 -22 -23 23 25 -26 26 27 28 29 -31
leaf_value=-0.099700857651671748 -0.079352093678417182 -8.1786366290038295 -0.10027655143831526 -51.104189274816974 -0.099329447673831173 -0.10010217929600536 0.075564954561671227 -0.10074350318371544 0.11564029945821053 -0.060639828688462433 0.052475275142709013 -0.074279273234839238 -0.071111421788590132 0.0902686350387676 -0.07949337154629231 -0.097616791872854575 0.14991074827747972 -0.075780096175712561 -0.038337717460412535 -0.079431666589346223 0.093683036655151097 0.13630289554938169 0.081090757171124336 -0.10304884407745048 0.0083277925201988619 -0.068765446799277125 0.10958966681729239 0.17594602598264381 0.071657554693401501 -0.068302381252651229
leaf_weight=1.610991175868546 31.771145766077098 0.024676925502718272 13.565317918080835 0.029314325656741747 0.41827557981014252 0.030590848764404655 7.2816486682277271 2.0387729419162488 3.3055142854573205 1.6143165003741158 24.790599865140393 2.2728193604852986 7.7924521896056822 5.728323919698596 6.6325851975707328 9.1524784053908643 1.7425241249147791 8.7591505798045528 8.5385035369545204 4.1122962957015252 2.7081105816178024 1.0859222493600089 13.753613120294174 2.8051748406142023 25.963929341058247 4.3686596644111004 4.8353506465209639 1.0062918029725532 2.7530077947303653 5.1800353843718767
leaf_count=1578 25664 23 12858 20 409 30 234 1147 353 310 554 71 145 80 437 952 36 446 437 149 33 16 297 58 1362 46 63 15 38 139
internal_value=0 -0.208265 -0.195701 -0.815305 -3.22617 -25.0587 -0.00831571 -0.063056 0.0113479 0.0577985 0.00570007 0.0269816 -0.0130349 0.0435269 -0.00210349 -0.0230061 -0.00115446 -0.0114109 0.0219392 -0.0605012 -0.0106947 -0.018633 0.0113703 0.0310134 -0.00954164 -0.00186458 0.0137797 0.039959 0.00229526 -0.019732
internal_weight=0 15.6792 15.6545 2.08917 0.478181 0.0599052 189.993 38.7297 6.9586 4.91983 151.263 40.5842 15.7936 8.00114 110.679 43.3806 27.4077 25.6652 16.9061 15.9729 6.82041 9.62443 67.2986 34.7021 32.5965 20.9485 18.1433 13.7747 8.93933 7.93304
internal_count=48000 14918 14895 2037 459 50 33082 27474 1810 663 5608 850 296 151 4758 2303 1169 1133 687 1134 182 453 2455 656 1799 359 301 255 192 177

Tree=31
num_cat=0
split_feature=94 95 65 71 17 25 8 144 145 91 37 123 106 28 95 34 14 71 71 156 109 1 1 129 43 40 74 133 15 54
split_gain=23.7548 3.72577 4.23231 5.80536 3.49618 3.36559 3.65712 4.3916 4.47739 3.14494 3.33294 2.79296 3.45951 2.75279 3.82416 3.03372 2.75535 2.64306 4.52116 3.19796 2.90479 3.2942 7.9295 2.93553 2.82312 2.79844 3.88193 2.58955 2.5856 2.55701
threshold=3161098.0800000005 64199.520000000011 5.0000000000000009 445650.00000000006 447.00000000000006 5917944.0000000009 25598.000000000004 34737.000000000007 26034288.026969213 1.0000000180025095e-35 4841.0000000000009 898.17557290960917 343759.00000000006 12501.000000000002 1141605.6000000003 561754.00000000012 210790.00000000003 260273.46148850801 395921.78813570726 2135.1400000000008 187396.81786712407 25.364846130754749 32.96168283288165 114.35149048154751 76371.000000000015 1041324.0000000001 388858.52633420634 971.00000000000011 2719.0000000000005 3884203.0000000005
left_child=1 -1 3 -3 5 6 17 8 -8 10 27 12 -11 -13 15 16 -15 20 19 25 -2 -22 -23 -24 -21 26 -19 -6 -7 -18
right_child=4 2 -4 -5 9 28 7 -9 -10 11 -12 13 -14 14 -16 -17 29 18 -20 24 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.093793813216260943 -0.082949477880953526 -0.1002065890029341 -0.0099599898394136868 1.0995469827522759 -0.0029765742053336113 0.10805115974521549 -0.017066823176558363 -0.067453051836778841 0.10700718707142363 -0.064902785862314544 -0.041571130982028422 0.029233598140423474 0.044544294578408139 -0.11759659135283583 0.090005025135746305 0.079039464846289528 0.039799319623581519 -0.071234377716956274 -0.095422199648694514 -0.048997982553778942 -0.051530795614279291 0.32957924172568825 -0.10750335148039709 0.17189988842868836 0.11120428387324949 0.10817860667962709 0.14860809243839396 0.11714643480703522 -0.04894702817736353 -0.072408227954498292
leaf_weight=35.768996694492927 15.785385417519139 0.078746703860815059 3.3516456969082355 0.082675270736217499 2.3586263198521902 3.6872461668681344 5.221448860538656 4.1610526158474377 6.565707489149645 9.7850029689143394 2.4653397276997557 47.715992428828031 4.0974215308669946 4.5611722719622803 2.7962635825388125 1.9356194343417872 3.7744359510834311 2.7175990091636835 4.8577098550740621 8.089152326632755 6.5357306417427008 0.86622690263902802 1.4335471440572289 0.50974098639562715 1.2731244093738485 4.7902862873161212 1.1401920143980531 7.5049541944172233 1.4660763721913097 4.3965264428406954
leaf_count=35691 4602 54 1194 1 115 47 137 88 110 395 272 1326 77 165 40 23 70 317 288 930 1395 33 90 10 22 241 38 141 32 56
internal_value=0 -0.0841422 0.0141278 0.51427 0.00261824 -0.0143557 -0.0206208 0.0208668 0.0520452 0.0154521 0.0624281 0.00812672 -0.0325993 0.0168008 -0.0171687 -0.0376004 -0.0553327 -0.0344056 -0.00980611 0.0132861 -0.0567903 -0.012604 0.0779507 -0.0342135 -0.027213 0.0571297 -0.00625869 0.088422 0.0633865 -0.0205759
internal_weight=0 39.2821 3.51307 0.161422 160.492 69.1002 63.9469 15.9482 11.7872 91.3914 12.3289 79.0624 13.8824 65.18 17.464 14.6678 12.7321 47.9987 22.8681 18.0104 25.1306 9.34525 2.80952 1.94329 9.36228 8.64808 3.85779 9.86358 5.15332 8.17096
internal_count=48000 36940 1249 55 11060 8380 8301 335 247 2680 528 2152 472 1680 354 314 291 7966 1836 1548 6130 1528 133 100 952 596 355 256 79 126

Tree=32
num_cat=0
split_feature=94 47 64 36 121 152 98 163 114 163 18 120 71 79 30 113 14 49 95 120 119 119 60 81 0 79 45 53 80 127
split_gain=21.2975 3.59188 3.17657 4.2185 4.52973 3.79006 5.45785 4.92158 5.22075 4.45924 4.18786 3.95948 3.81474 5.43286 3.48684 3.57221 3.17702 3.01721 2.98143 3.75468 3.64992 3.01945 2.86122 2.73281 2.75216 2.66182 2.9754 2.86351 3.20903 2.71771
threshold=3161098.0800000005 3989754.0000000005 1345.0000000000002 10686.18307974952 19.000000000000004 15982.000000000002 1570.248927520681 1934501.0000000002 7705.0000000000009 284976.00000000006 53812.796391916774 1481.0000000000002 196010.00000000003 134870.00000000003 4759.0000000000009 79239.000000000015 14929.000000000002 281.00000000000006 999496.32000000018 12441.000000000002 3358773.0000000005 823187.00000000012 19459.000000000004 23571578.000000004 519982.00000000006 397360.00000000006 52615.000000000007 1411544.0000000002 310922.64500000008 6378.6952190884558
left_child=1 -1 3 4 18 9 10 22 -9 -4 23 -11 13 -13 -10 -16 -15 25 19 -2 21 -21 -8 -7 -25 26 -14 -28 -29 -30
right_child=2 -3 5 -5 -6 6 7 8 14 11 -12 12 17 16 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.088112202526608299 -0.047075799306833976 0.10134496403303717 -0.081440045473767389 0.065691018399195056 -0.072094241681899054 -0.014092676226777279 0.028121171318909469 0.056114873134298943 -0.086833619425794914 0.12489609826526762 -0.16245056901939375 -0.11066541616661428 -0.032078553314181218 0.19685312501066995 0.062264433466863493 -0.11606782506996516 -0.060295072304189047 0.10877999832988013 0.069060315838507066 -0.10294353420995386 -0.10771727987267621 0.063175822214603813 -0.085380193578462105 0.1437949420865374 0.044609656138410031 -0.10301162205910651 0.21649672394809549 -0.053718930668525844 0.10911530038142916 0.016823474328308285
leaf_weight=35.171879855044807 18.048484315164391 1.0299962811404828 3.0349150920519596 5.5867198465275569 14.940027229022233 4.6292841641698095 2.6536327821668264 10.729589900933208 6.8900073179975134 5.2881343694170928 0.96044432744383712 3.8673581632319829 4.6232276548980833 1.1848231453332116 4.4786690738983452 1.4992673899978397 0.80817798158386711 6.1969910783227524 4.5555414442787869 1.2296707468340162 1.8237912956392381 9.9302214806084503 13.622867386147844 4.0508934038225552 9.0419926063623262 1.4102167591336172 1.0746445340919333 2.5975226886221199 7.1779148695059103 5.7437801128253341
leaf_count=36826 1582 114 192 216 4519 442 92 249 119 114 8 499 365 31 74 18 74 155 103 257 62 514 712 52 109 27 118 171 97 89
internal_value=0 -0.0827219 0.00232913 -0.0167661 -0.0258832 0.0128793 -0.00367601 -0.0245736 0.00460431 0.03542 0.0409255 0.0442925 0.0320035 -0.0415462 -0.0383464 0.0175387 0.0925775 0.0469571 -0.00648343 -0.0175733 0.0234378 0.0448717 -0.0668755 0.0519473 0.0752972 0.0300255 0.038868 0.0586344 0.0477031 0.068091
internal_weight=0 36.2019 157.679 56.1145 50.5277 101.564 58.5566 39.874 23.5975 43.0077 18.6826 39.9728 34.6847 5.86036 12.8679 5.97794 1.993 28.8243 35.5877 31.0322 12.9837 11.1599 16.2765 17.7222 13.0929 22.6273 21.2171 16.5939 15.5192 12.9217
internal_count=48000 36940 11060 7253 7037 3807 1875 1264 460 1932 611 1740 1626 604 211 92 105 1022 2518 2415 833 771 804 603 161 867 840 475 357 186

Tree=33
num_cat=0
split_feature=94 95 103 108 60 155 121 41 155 20 107 149 39 64 134 46 163 165 101 71 75 154 20 120 87 40 116 51 163 86
split_gain=19.0321 3.64736 3.3805 3.01166 2.93034 2.92415 4.09009 4.00054 3.19207 6.16744 3.41982 4.59249 3.81625 4.22199 4.47208 3.55571 3.54618 4.03852 4.22813 3.04026 3.69842 2.87543 2.84494 2.78248 3.77997 2.95567 3.14256 2.81715 2.7663 2.62756
threshold=3161098.0800000005 64199.520000000011 62116.000000000007 12025.000000000002 1191.0000000000002 12783370.000000002 11.000000000000002 1219.9750360887613 40576980.000000007 175.00000000000003 20574.000000000004 43996800.000000007 28003541.000000004 866.09304748632496 8381.9142410078221 26056.000000000004 5748800.1654830454 3003601.0000000005 247092.00000000003 203070.00000000003 233310.98068413898 10.970456527051073 2840630.0000000005 48669.000000000007 49290.000000000007 11590357.000000002 8620064.0000000019 11.000000000000002 1934501.0000000002 65823.000000000015
left_child=1 -1 4 -4 -3 6 19 -8 9 -7 16 12 13 14 -12 -15 17 18 22 -2 -21 28 -10 24 -13 26 -26 -25 -11 -22
right_child=5 2 3 -5 -6 8 7 -9 10 21 11 23 -14 15 -16 -17 -18 -19 -20 20 29 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.092382781167829262 -0.080063453621940173 -0.10068062571933097 -0.10139307603492849 0.15283071230325393 0.30972666102233593 -0.069468364716382403 -0.069495687990592733 0.11143607065192572 -0.066648248563724477 0.055876022082007128 -0.08431521200555693 0.15503941094293028 -0.046255469309557637 -0.15459096985066934 0.085946374476324583 0.083786970649477044 0.097782480445950504 -0.091723619459535555 0.046666276249702571 0.095586053748276931 0.027056454685005799 -0.02336896089077227 0.12563680765144444 0.062563227646228681 -0.085718876572254452 0.080304692655394236 0.061365512478906661 -0.091168463345995543 0.14468312776818487 -0.051119311234635284
leaf_weight=29.938975421041846 3.6130940891453092 0.24524660769384299 1.9418205784168097 0.61312063201330591 0.59865736705251038 4.1302837089169797 16.706525650864936 1.3184937976766367 9.4749279111274589 12.969170514086732 3.8543151304475094 0.92684300057590263 4.3306723630521438 0.6455853814259197 2.5721961501985788 20.356500563910231 2.1358934831805518 8.782979932613669 7.7650426563923238 4.9143376586725962 11.539762325002814 3.178755431494209 0.83746318891644556 6.1096569439396253 11.898788486374539 1.4970588162541378 1.654611591249705 1.4809571225196121 4.807834724080748 6.852431814884766
leaf_count=35691 960 163 1031 44 11 1270 4057 43 946 837 173 13 75 29 37 413 69 381 234 232 373 208 7 103 194 28 20 18 80 260
internal_value=0 -0.0812381 0.0169308 -0.0403859 0.190458 0.00207974 -0.0193951 -0.0562609 0.0109014 0.0422175 0.00158498 0.016164 0.0409828 0.0547568 -0.0161684 0.0764594 -0.026233 -0.0360945 -0.00906686 0.00528978 0.0185217 0.0642303 -0.0510329 -0.0172808 -0.0409642 -0.0530345 -0.0677627 0.0325696 0.0798941 -0.00206971
internal_weight=0 33.3378 3.39885 2.55494 0.843904 154.354 44.9446 18.025 109.41 25.086 84.3235 55.3272 31.7593 27.4286 6.42651 21.0021 28.9963 26.8604 18.0774 26.9196 23.3065 20.9558 10.3124 23.5679 15.9773 15.0505 13.5534 7.59061 17.777 18.3922
internal_count=48000 36940 1249 1075 174 11060 5925 4100 5135 2395 2740 1103 727 652 210 442 1637 1568 1187 1825 865 1125 953 376 255 242 214 121 917 633

Tree=34
num_cat=0
split_feature=94 44 17 78 25 66 52 53 31 64 163 166 20 87 140 3 44 135 40 121 120 74 73 150 62 46 117 123 70 76
split_gain=17.1033 3.46351 2.74163 2.67292 3.53894 5.26564 4.19053 2.99111 2.948 3.61843 2.88879 2.65064 2.52527 3.12859 2.80821 3.61136 2.88366 2.49091 2.42297 2.39787 3.29846 2.413 3.40679 3.09806 2.58851 2.9631 2.46813 2.19108 2.30488 2.21849
threshold=3161098.0800000005 17425.000000000004 2544.0000000000005 545722.94362064858 1136088.0000000002 610.64629377973631 833468.00000000012 4878960.0000000009 1963.0000000000002 48.162657332066864 8365152.0000000009 179.00000000000003 12450.000000000002 1062930.0000000002 739279.2509328787 4197.0000000000009 22619.000000000004 93092.751587114719 5909988.0000000009 141.00000000000003 67879.000000000015 155980.00000000003 223023.27786507056 2247133.2654534136 69268114.000000015 18027473.000000004 4986129.0000000009 176.30835712697231 4456079.0000000009 211110.00000000003
left_child=1 17 3 4 6 8 11 -8 9 -6 -7 -2 13 19 -14 -16 -17 -1 -18 20 21 -4 -23 -24 26 -26 -25 28 -11 -29
right_child=2 -3 12 -5 5 10 7 -9 -10 27 -12 -13 14 -15 15 16 18 -19 -20 -21 -22 22 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.091867691660676612 -0.081682305688055318 0.091954535476078597 0.11332285934245763 0.051024411360689248 -0.054745362361795502 -0.058193488476780866 -0.086717785786603954 0.024290805032058008 -0.030500363019323264 -0.077361098085086746 0.088718237108193626 0.14143354171514885 0.04535096591810913 -0.097713473243621049 0.13652749762888819 -0.13765788505801077 0.089155656590490587 0.076976457105001728 -0.058546362575499514 -0.10404915421241745 0.098045175048759217 -0.12838829279192596 -0.10568387331689946 -0.022447445323928672 0.043116210116961186 -0.10432985926056471 0.063962503020725064 0.1128251546421619 0.10538315287271592 0.037929816507869425
leaf_weight=28.566818084213288 0.78140756790526511 1.1265886022592884 1.7404900476685785 6.1999411061988203 3.3438112044241342 16.163174235494811 15.166811142174994 2.8897470361553124 7.713797762989997 2.1292795843910457 1.4592944500036527 1.6713460639584807 32.558192973956466 3.2543991641141465 1.2560158804990331 2.3617612776579335 1.7945757647976277 0.90131545584881578 2.9142386759631336 1.8976178795564909 3.8756197827169663 2.1642334919306476 2.3645402270485674 4.8475046274834339 2.3342083245515814 3.2755488185212016 10.391604725271462 7.4695353970164424 1.0211775260977445 8.4057296537212078
leaf_count=36332 174 371 40 564 106 559 6254 70 338 84 17 132 656 167 21 57 20 237 93 440 46 129 191 153 21 39 124 188 15 362
internal_value=0 -0.0801247 0.00184857 -0.0118406 -0.0175543 -0.00261994 -0.0522924 -0.0689521 0.0228079 0.0411905 -0.0460279 0.0703524 0.0150729 -0.00418343 0.0320973 -0.0197267 -0.0474836 -0.0867034 -0.00225566 0.00507079 0.0117517 -0.00058098 -0.00839292 0.0027945 0.0150974 -0.0429779 0.0364758 0.0580515 -0.0181271 0.0731691
internal_weight=0 30.5947 151.446 74.4151 68.2151 47.7058 20.5093 18.0566 30.0833 22.3695 17.6225 2.45275 77.0306 36.1458 40.8848 8.32659 7.07058 29.4681 4.70881 32.8914 30.9938 27.1181 25.3776 23.2134 20.8489 5.60976 15.2391 19.0257 3.15046 15.8753
internal_count=48000 36940 11060 8863 8299 1669 6630 6324 1093 755 576 306 2197 1350 847 191 170 36569 113 1183 743 697 657 528 337 60 277 649 99 550

Tree=35
num_cat=0
split_feature=96 44 59 113 94 155 62 70 136 71 144 79 25 78 31 7 13 160 63 26 152 20 36 40 31 87 149 73 116 40
split_gain=15.4379 3.11848 3.4493 3.16532 2.89464 2.64116 2.73568 3.06589 2.61022 3.18065 3.20369 2.74885 2.62311 2.87916 3.17147 2.39762 2.25326 2.22515 2.19489 2.15308 2.13482 3.56121 3.09628 3.81618 3.03428 3.31013 3.01 2.9246 3.06214 3.29494
threshold=405598.56000000006 12656.000000000002 507684.00000000006 5463.0000000000009 3161098.0800000005 166290826.9886916 3991509.0000000005 482224.00000000006 20508221.599477734 537210.00000000012 21076.000000000004 112470.00000000001 511265.00000000006 253120.00000000003 633.00000000000011 21299.000000000004 499357.77483711886 382005.00000000006 19281.685565382097 38.478752803019695 42481.23644608925 13651.000000000002 48154.000000000007 2029988.0000000002 1603.6056289307487 943530.00000000012 8230.0000000000018 466224.67640159331 3110256.0000000005 1753253.0000000002
left_child=-1 2 4 -3 -2 6 17 -8 9 10 12 -12 16 14 -14 20 -9 -6 -4 -15 21 24 26 -24 25 27 -22 28 29 -5
right_child=1 3 18 15 5 -7 7 8 -10 -11 11 -13 13 19 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.087887362338493827 -0.077757725589380794 0.10353303412714221 -0.089694936097017106 -0.045431790857234866 0.20677837046865674 -0.082929587134786875 -0.10139610836037299 0.10873237496436897 -0.20798408695259171 0.10208053233887977 -0.032151518627300889 0.097112636707442523 0.04750359355318147 -0.083930295987175357 -0.080865634752966875 0.089448424641636548 -0.10224356249725491 -0.10369833703730091 0.090878238443503678 0.10848574097003538 0.087415103955413243 0.05001303009600469 0.1018750232646814 -0.034467544416156438 0.098238524113978265 -0.10938850626842878 -0.035698265930158964 0.068448184313032914 -0.084218541240313236 0.047519000342326478
leaf_weight=22.848023860824696 5.2353717007208607 3.5524877735297187 8.3519967916072311 7.0596008125576324 1.1463048071018409 3.4198388031218192 2.5875357387703835 2.580306090705569 0.53286592196673055 3.7306675035506478 2.3428535832208572 5.5238985221949406 6.3950242652790639 8.4340512480703147 2.7531574399909005 3.4324445438105604 0.62978520890464995 0.289039815601427 0.73215036030160341 0.62460504099726755 2.1296725150896263 20.572169960010797 4.6142806778661889 3.6982349676545709 2.677116102713625 3.1736462957342146 29.415693703049328 4.8874687431380144 5.1668113415362305 8.2943139533745107
leaf_count=31671 5729 430 1875 586 52 104 2142 189 4 59 359 318 309 1175 285 149 130 123 27 7 37 596 64 47 78 240 801 77 81 256
internal_value=0 0.000199735 -0.0188083 0.0108542 -0.00773773 0.00120546 0.0088639 0.00348582 0.0115755 0.0151193 0.00404063 0.0586156 -0.0160055 -0.0307006 0.0088707 0.00739297 0.0673412 0.144257 -0.0751414 -0.070663 0.00432117 0.017702 -0.0130793 0.0412163 -0.00356251 -0.0130977 -0.0273867 -0.00107035 -0.0176277 0.00478101
internal_weight=0 153.983 55.3095 98.6739 46.2253 40.9899 37.5701 36.1348 33.5472 33.0143 29.2837 7.86675 21.4169 18.2068 9.14818 95.1215 3.21009 1.43534 9.08415 9.05866 91.689 51.8311 39.8579 8.31252 31.259 28.5818 31.5454 25.4082 20.5207 15.3539
internal_count=48000 16329 12887 3442 10985 5256 5152 4977 2835 2831 2772 677 2095 1776 594 3012 319 175 1902 1182 2863 1914 949 111 1318 1240 838 1000 923 842

Tree=36
num_cat=0
split_feature=96 120 107 156 38 129 161 120 97 166 79 152 87 8 78 60 71 28 73 157 37 66 121 43 4 147 77 77 49 103
split_gain=13.8471 2.79116 5.49968 4.49812 3.22923 3.22179 3.13434 3.12274 3.03631 3.38818 2.91461 3.91675 3.08649 3.16763 3.0087 2.97524 2.83974 2.56444 2.47666 2.41902 3.52154 2.60569 2.39855 2.27053 2.2345 2.18027 2.11948 4.90663 2.50717 2.28569
threshold=405598.56000000006 2203.0000000000005 15620.000000000002 102.93000000000002 38155.000000000007 162.15366904225814 4256357.0000000009 52458.000000000007 26.362927940335371 3372.0000000000005 118570.00000000001 43905.000000000007 694650.00000000012 48384.000000000007 540252.10853911331 155856.00000000003 479290.00000000006 29892.000000000004 356585.42035790166 3363.0000000000005 657.00000000000011 10.207207899042112 3.0000000000000004 24486.000000000004 184.2312921004829 33003.000000000007 145080.00000000003 202867.06590910166 13.000000000000002 1282803.1411918772
left_child=-1 5 3 23 8 10 16 17 -4 -10 11 15 -12 14 24 18 -5 26 -2 -9 -21 -22 -18 25 -14 -3 28 -28 -6 -29
right_child=1 2 4 6 7 -7 -8 19 9 -11 12 -13 13 -15 -16 -17 22 -19 -20 20 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.086634943603715542 -0.079639451734137889 0.14001969784030344 -0.046613726022998035 -0.065716943058745855 0.13149776505458377 0.12073839844427335 0.18350400735445596 0.11044305729798742 -0.059462574968466853 0.10287034325513006 0.087012153614943633 -0.093548530052936743 -0.06241827908127813 0.085320409342234574 0.14990614042907349 0.1290690111971558 0.10029130511946181 -0.073051982486246961 0.089940479015387709 -0.085743676776286637 -0.068683586201457716 0.045979644470635836 -0.073542225495598967 0.17519929275552515 0.094423148095551745 -0.10770828474232835 -0.10387079658426875 -0.1088945412889494 -0.052858246087551609 0.0088474689723067653
leaf_weight=20.957743342261608 2.5607265914441109 0.60660108306910776 2.4192626695148638 28.109779081423774 2.1945206828531805 3.1949684439459807 0.55903648212551971 3.0598895594594095 1.5156664322712448 8.4755357046378759 7.769475715293086 4.8461618889123201 7.2873959977296145 3.7080646998365401 0.89683451130986291 1.9453342786873689 2.0198422712273891 6.954441725916694 1.2976569181773809 2.9650848397286635 2.262443172279748 15.980733464006333 1.3076015014084985 1.3365288517670704 1.0377096662996335 0.85747361264657229 5.1899935611872925 1.7550956080085622 1.1112149272230452 27.210485305520706
leaf_count=31671 389 13 130 10999 123 64 6 100 117 286 159 213 354 68 14 58 43 214 54 148 119 347 177 13 26 148 330 519 52 1046
internal_value=0 0.000126972 -0.00730972 -0.0405656 0.00696009 0.025076 -0.0512027 -0.00152235 0.0539049 0.0782444 0.0153266 -0.0271826 0.0371976 0.00726463 -0.0241209 0.0282335 -0.0553764 -0.0172836 -0.0226061 0.027324 0.0153317 0.0317596 0.0319791 0.0809604 -0.0428683 -0.00506867 -0.00693055 -0.0143305 0.0695269 0.00171319
internal_weight=0 150.436 115.891 34.7969 81.0944 34.5443 31.9963 68.6839 12.4105 9.9912 31.3494 10.6499 20.6995 12.93 9.22194 5.80372 31.4372 44.4158 3.85838 24.2682 21.2083 18.2432 3.32744 2.8006 8.32511 1.46407 37.4613 34.1556 3.30574 28.9656
internal_count=48000 16329 14930 11399 3531 1399 11225 2998 533 403 1335 714 621 462 394 501 11219 2284 443 714 614 466 220 174 380 161 2070 1895 175 1565

Tree=37
num_cat=0
split_feature=96 21 165 87 79 63 18 96 145 8 79 17 152 73 21 116 40 36 66 144 40 76 78 68 3 112 28 82 95 103
split_gain=12.3996 2.5443 3.20891 4.46771 3.34684 2.90802 3.99101 3.3968 3.16914 2.84896 3.04655 2.91813 2.9055 2.75908 2.54383 2.69559 2.64683 3.55927 4.51619 2.50764 2.47549 2.45044 2.60933 2.97109 2.32276 2.34749 2.25099 46.9314 2.37648 3.79802
threshold=405598.56000000006 2089.0000000000005 4254363.0000000009 326690.00000000006 280270.00000000006 921.00000000000011 4030.0000000000005 453015.36000000004 136504162.00000003 22309.000000000004 54490.000000000007 1299.0000000000002 193119.05086859522 160410.00000000003 2563.0000000000005 3635212.0000000005 1449069.0000000002 10710.40175963752 98.164810304964334 22737.000000000004 2838233.0000000005 437252.79027988692 484315.81041853834 145508.00000000003 179120.40394865532 1309.6104781893571 5020.0000000000009 461343.00000000006 64199.520000000011 62116.000000000007
left_child=26 5 9 -4 -5 6 8 -7 -2 11 -11 21 13 -12 -13 16 17 18 -16 -6 -17 22 23 -3 -9 -26 28 -28 -1 -30
right_child=1 2 3 4 19 7 -8 24 -10 10 12 14 -14 -15 15 20 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.10009719485585566 -0.070529219821842723 -0.08425180836777442 0.043888501057656681 -0.080444404783943366 0.11869650351175368 0.18076013886264511 0.081294427521965432 -0.060676286831676696 0.077412430924095915 -0.052754495631799028 -0.098855342485296413 0.14522373411188988 -0.024996157457414167 0.096105453690274234 0.043264419438671466 0.026666487407829221 0.064253997661247828 0.10010967385594485 -0.08190191476674806 -0.038558212296236821 -0.11149423969744353 -0.10401740440052586 0.11423676442580283 0.0021639857684873864 0.093330217548589625 -0.0073546508366215419 4.84208760806691 -0.1009183312583759 0.24246779507062005 -0.10047623683548315
leaf_weight=17.506600447869268 18.752248871838681 4.925828489474962 6.6515179167035994 11.996716421912426 1.6610947218723584 1.0878427294665041 2.2486751336255102 4.7122808570275074 1.5691356023307879 2.47003597771982 0.76859486364992591 1.7207897976622906 2.8885131240822366 13.064199935295617 5.5141788383480179 2.4784493087790898 13.709783738246186 2.9980782147613345 6.040526729892008 2.6032554917037487 2.7202244442887604 2.8478857696172772 1.6788299737963814 20.689643445017282 3.3297782171866839 7.603292197745759 0.020234096446073546 0.37876216828590259 0.54167342942673602 0.79968236043350771
leaf_count=30423 9638 1876 216 439 24 80 61 679 15 66 22 45 52 304 196 40 316 41 173 70 47 668 215 756 84 206 34 519 133 562
internal_value=0 7.39998e-05 0.00803886 -0.0251545 -0.0533962 -0.0216965 -0.0451176 0.00989436 -0.0591058 0.0170377 0.0509112 0.0070862 0.0662245 0.0852728 0.0266495 0.0205517 0.0327246 0.00302167 -0.0221696 0.0226973 -0.0456266 -0.0157481 -0.00653813 -0.0144537 -0.00198617 0.02331 -0.0852925 0.149754 -0.0902683 0.0380132
internal_weight=0 146.731 107.428 22.9126 16.2611 39.3033 22.5701 16.7332 20.3214 84.5156 19.1913 65.3242 16.7213 13.8328 35.182 33.4612 28.2626 14.5528 11.5547 4.26435 5.19867 30.1422 27.2943 25.6155 15.6454 10.9331 19.247 0.398996 18.848 1.34136
internal_count=48000 16329 5566 749 533 10763 9714 1049 9653 4817 444 4373 378 326 858 813 726 410 369 94 87 3515 2847 2632 969 290 31671 553 31118 695

Tree=38
num_cat=0
split_feature=96 155 38 128 137 78 63 123 151 155 102 101 45 20 73 49 165 42 163 0 124 130 168 152 20 15 142 159 20 24
split_gain=13.0765 2.35658 2.92012 3.1962 2.59875 2.1986 2.75979 2.39643 2.2831 2.53373 2.16864 3.95512 2.75717 3.76826 3.07069 3.4025 2.92341 2.76399 2.67045 2.35572 2.76083 2.16452 2.14403 2.39641 2.13745 2.1291 2.79302 2.34826 2.23965 2.0127
threshold=405598.56000000006 12783370.000000002 191970.00000000003 126215.00000000001 5804244.5837983824 496878.9884999721 357.28653848359465 1786.1416493249894 30584194.984047715 35866905.000000007 870234.00000000012 529.00000000000011 10725.000000000002 5769.0000000000009 163030.00000000003 874.00000000000011 3573997.0000000005 33200.000000000007 1383314.0000000002 351777.00000000006 1742.430703812862 172.18111641932447 0.65151171433523214 4793.0000000000009 2840630.0000000005 7930.0000000000009 70370.000000000015 1119933.0000000002 13651.000000000002 12463020.000000002
left_child=-1 2 -2 -4 5 6 7 -3 10 -10 11 21 -12 14 -14 18 19 -18 -16 20 -15 24 23 -19 -8 26 -5 -28 29 -29
right_child=1 4 3 25 -6 -7 8 -9 9 -11 12 -13 13 16 15 -17 17 22 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.08679731176820922 0.0058778300165305709 -0.10529388808063063 -0.081661427105263917 -0.10144565870582455 0.092394938068939989 0.038288251662825699 -0.086475199506396039 -0.016433584561837401 0.084256849418454891 -0.071443949264555537 -0.10407454318074268 0.11290528026984946 0.09160840960479992 0.077425338242082337 0.076987959641222251 0.11619764449099999 -0.1016570277083782 0.05818970664361877 -0.067432248349488244 0.096395093598423506 -0.041784527889246477 0.11563435776108839 0.10055473173232077 -0.096425687480650307 0.12118316929538374 -0.067492102902072984 0.21633830715491242 -0.10884186550358946 0.089086387216125537 0.18161143884697475
leaf_weight=19.735716954240445 22.536116166680586 3.9896823816234273 11.474415046919605 1.3027657789061757 3.5629984620027235 16.792595879582223 2.8707103404449286 12.682383103994651 1.2641059309244145 6.0340208320412785 2.1788295212900257 5.6094555870513432 2.0281433941563618 4.0874189495225499 1.4208807368995611 1.293243997497483 2.4190566434990597 1.9761042725294826 12.945578712504355 8.7383603018242848 3.7025539490859956 1.0113478517159817 2.3188373050652444 2.034472624072805 0.59912201017141331 3.4723869353183545 0.83136336831375945 1.3734407156589439 2.7066940637305379 0.28873050212860096
leaf_count=31671 2321 1406 6968 864 76 901 438 1011 20 150 241 335 52 111 70 11 179 55 234 161 204 10 48 76 6 132 18 175 54 2
internal_value=0 1.7329e-05 -0.0192593 -0.0456695 0.00853381 0.00542124 -0.0015471 -0.0376982 0.00809134 -0.0444751 0.015037 0.056948 0.00566886 0.0112342 -0.0241687 -0.0391634 0.0360079 -0.0107368 -0.0531487 0.0607499 0.0207652 -0.0130982 0.0240123 -0.0202431 -0.0506197 -0.00426895 0.0294902 0.0622923 0.0329785 -0.0583881
internal_weight=0 143.546 43.9859 21.4498 99.5599 95.9969 79.2043 16.6721 62.5322 7.29813 55.2341 10.0906 45.1435 42.9647 17.6878 15.6597 25.2768 8.74847 14.3665 16.5283 7.78997 4.48118 6.32941 4.01058 3.46983 9.97538 6.50299 5.20023 4.36887 1.66217
internal_count=48000 16329 10534 8213 5795 5719 4818 2417 2401 170 2231 789 1442 1201 367 315 834 358 304 476 315 454 179 131 444 1245 1113 249 231 177

Tree=39
num_cat=0
split_feature=96 120 107 90 75 163 80 10 165 64 16 105 123 25 87 152 79 38 61 97 120 18 45 115 40 15 74 77 62 134
split_gain=11.6901 2.16026 4.13511 3.30601 4.39384 3.05553 2.93051 2.67418 3.34566 3.41699 3.17393 2.54331 2.68787 2.36187 2.30514 2.27801 2.41136 1.95787 2.73355 2.41582 2.15085 1.92831 2.38054 3.72538 1.84628 1.92535 1.96758 3.0855 2.89768 2.79494
threshold=405598.56000000006 2203.0000000000005 20574.000000000004 48735.000000000007 350890.18951473205 1934501.0000000002 935392.255 5.0000000000000009 284944.00000000006 959.00000000000011 22804951.000000004 265220.00000000006 2973.702601784802 3426004.0000000005 138150.00000000003 54583.000000000007 143330.00000000003 38155.000000000007 158105.00000000003 26.362927940335371 52458.000000000007 229.00000000000003 232579.00000000003 581204.00000000012 11590357.000000002 111494.00000000001 323910.84257350763 145080.00000000003 69268114.000000015 444549.45466280793
left_child=-1 7 3 4 11 6 14 10 -9 -10 13 -3 -13 -2 -5 -11 -17 18 -4 -20 24 22 23 -22 25 26 27 -19 29 -28
right_child=1 2 17 5 -6 -7 -8 8 9 15 -12 12 -14 -15 -16 16 -18 20 19 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.085327230222363493 -0.059983289175286759 0.11054915915374455 -0.045582726717944194 -0.00086396649991889521 -0.084101675066452483 -0.00011646364743692127 0.10084023973224676 0.088557903019803402 -0.0873356283963036 0.08608857710177846 -0.10606810538305722 -0.10561160222050617 0.040282927019461179 0.067347836298857058 -0.10272749438906761 -0.075128978878160377 0.05090755311680692 0.05757392074142869 -0.046343957215739945 0.09591781848225002 0.087888156063882991 0.07511037956691935 0.062095486393649924 -0.053948093934224256 0.051541465280972178 -0.11636612683565789 0.013468137394403685 -0.060168624356640749 -0.078956710196353808 0.15673921453225875
leaf_weight=18.14992838042906 2.3615415499079955 3.414221655984873 2.5224283646675749 2.6375723450910398 3.9475591460359274 7.2344442821340627 0.87728194845840235 8.9946084128459933 2.8500703066238193 4.9287225985317473 3.0566926361061633 1.6657367968000469 5.220221103169024 3.8022029951680452 14.085331439942818 2.7347723231650889 3.4117594526614994 2.6793167070136432 1.4274077017907965 7.2900037071085535 2.4216293400386366 5.7661740906187324 5.2655367517145342 7.8698052407708019 3.8179658625740549 2.0258571556769303 10.346318087569669 13.144812963437287 2.91191567108035 1.5679675852879871
leaf_count=31671 349 272 199 1002 1576 292 13 406 159 199 37 428 428 39 8302 124 86 127 53 239 121 92 148 212 97 59 367 852 39 12
internal_value=0 -3.85127e-05 -0.00680384 -0.0327974 0.00560143 -0.0548269 -0.0773153 0.0227241 0.0410194 0.0103134 -0.0227539 0.0399803 0.00499054 0.0185629 -0.0866614 0.0354421 -0.0051698 0.00790701 0.0460959 0.0726236 0.000482993 0.0257156 0.00740746 -0.0205733 -0.0142601 -0.0219486 -0.015708 -0.0402326 0.0104674 0.0323232
internal_weight=0 140.28 108.14 39.0824 14.2477 24.8346 17.6002 32.1404 22.9199 13.9253 9.22044 10.3002 6.88596 6.16374 16.7229 11.0753 6.14653 69.0571 11.2398 8.71741 57.8173 21.3231 15.557 10.2914 36.4942 32.6762 30.6503 15.8241 14.8262 11.9143
internal_count=48000 16329 14930 12313 2704 9609 9317 1399 974 568 425 1128 856 388 9304 409 210 2617 491 292 2126 573 481 333 1553 1456 1397 979 418 379

Tree=40
num_cat=0
split_feature=96 25 88 99 165 64 135 140 18 95 120 75 46 71 114 75 146 63 87 122 119 37 75 117 124 109 91 129 162 163
split_gain=10.4259 1.91455 2.83091 2.65376 2.47571 2.41513 2.75511 2.34953 3.17675 2.75631 2.33671 3.39473 3.77399 3.64534 2.6542 2.55044 3.02389 2.55167 2.36422 2.25185 2.15457 2.19246 2.14596 3.51633 2.13685 2.11046 3.21577 2.0399 2.00983 2.09002
threshold=405598.56000000006 5917944.0000000009 62507172.000000007 4310.0000000000009 371755.00000000006 3038.0000000000005 2028436.7299277403 1741377.4708217022 501.00000000000006 36.000000000000007 1629.0000000000002 353045.27209914784 23819538.000000004 260273.46148850801 710.64272914409241 403043.41608194943 2685386.0000000005 2744.0000000000005 1038190.0000000001 1.0000000180025095e-35 2089706.0000000002 311817.00000000006 172470.00000000003 114317.00000000001 31.000000000000004 283.00000000000006 190066.95242514359 114.35149048154751 2511459.0000000005 633812.00000000012
left_child=-1 3 5 7 -5 28 -7 8 10 -10 15 13 24 22 -15 17 -17 27 -16 25 -4 -22 -12 -24 -13 -6 -27 -2 29 -3
right_child=1 2 20 4 19 6 -8 -9 9 -11 11 12 -14 14 18 16 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.083766093700482172 -0.085992330472185352 -0.0018805307758068953 -0.074035383438267627 0.08836556915449717 0.08392615441753741 0.10436620097329581 -0.021803005908188584 -0.084705696301778322 0.07096153003266413 -0.062550118999308055 -0.0013520003529471903 0.074076028161169108 0.052545873815046912 0.11490228982529732 0.018784244023322905 0.12664611027063102 -0.070613969994687484 0.032721966082131203 -0.10934146549110618 0.093169154400370199 -0.064393505154802827 0.048976667013982025 0.12081811581892168 -0.080229279948149282 -0.099225456191650407 -0.065098881130812247 0.047604029329411317 0.10383650375963452 -0.054020964998835443 0.12323997303767398
leaf_weight=16.713516904824985 4.4385913452424557 3.7075299366843009 4.2336420961655667 4.8093248367076766 2.0298055137391193 8.2392486332682875 2.1909809836652121 4.5081460971268816 7.5767322905885504 1.9427776277298106 8.647738665982617 0.75614447105908666 2.2089115264825514 2.582135890057546 13.666355656023368 3.3548149822163387 1.0114018574822692 6.5170494051999412 1.6098216143436719 2.5180196138680904 2.4621060229837877 5.5533875781111419 0.9378267694846717 12.019067943794651 12.048083947360281 7.4558583113830519 3.833385041623842 0.64883873722283159 3.3621029783971608 2.0862796576693654
leaf_count=31671 528 53 94 115 62 122 36 173 235 131 1360 127 28 224 1194 151 28 251 180 47 63 98 166 4212 6301 167 83 14 66 20
internal_value=0 -0.000104502 0.0213804 -0.00661107 0.0255275 0.0449627 0.077863 -0.0144661 -0.0105063 0.043714 -0.0178331 -0.0276943 -0.0681666 -0.0122971 0.0211322 0.0158036 0.0809523 -0.00870879 0.00528221 0.00644514 -0.0163274 0.0141529 -0.0399297 -0.0656774 -0.0889913 -0.00995039 -0.0268294 -0.061782 0.00748335 0.0431738
internal_weight=0 136.956 31.8353 105.121 20.6464 19.5861 10.4302 84.4744 79.9663 9.51951 70.4468 54.4761 15.0131 39.4629 17.8583 15.9707 4.36622 11.6045 15.2762 15.8371 12.2491 8.01549 21.6046 12.9569 12.8042 13.319 11.2892 5.08743 9.15591 5.79381
internal_count=48000 16329 552 15777 474 297 158 15303 15130 366 14764 13792 6456 7336 1598 972 179 793 1374 359 255 161 5738 4378 6428 312 250 542 139 73

Tree=41
num_cat=0
split_feature=96 95 79 128 17 113 155 121 87 79 80 17 78 166 86 1 155 20 107 149 39 64 120 118 132 163 165 101 40 78
split_gain=9.28131 1.9728 3.68422 2.15902 1.97757 17.5241 1.82137 2.28217 2.07736 2.13036 3.44762 2.83334 2.3857 2.0791 2.02837 1.98452 1.92656 3.83598 2.26817 2.76742 2.2947 2.71681 2.52095 2.48145 2.19464 2.15787 2.3989 2.30183 1.89052 1.8898
threshold=405598.56000000006 64199.520000000011 162020.00000000003 9.0000000000000018 9110.0000000000018 587.00000000000011 12783370.000000002 95.000000000000014 8390.0000000000018 62610.000000000007 780434.31000000017 2884.0000000000005 541806.87102743587 670797.00000000012 51731.000000000007 28.725025310233768 40576980.000000007 175.00000000000003 20574.000000000004 43996800.000000007 28003541.000000004 2273.0000000000005 2765.0000000000005 28303926.000000004 13060.000000000002 5748800.1654830454 3003601.0000000005 247092.00000000003 18109241.000000004 156517.15929360085
left_child=1 4 -3 -4 -1 -6 7 8 -2 10 -10 14 13 -13 15 -11 17 -8 25 20 21 22 -20 24 -24 26 27 -18 -9 -19
right_child=6 2 3 -5 5 -7 16 28 9 11 -12 12 -14 -15 -16 -17 18 29 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10048898774185744 0.1342730357442222 -0.10325382027687376 0.34376293851643852 -0.095404635012841854 1.8612910908160858 -0.10296456200813982 -0.066198025249484052 -0.080054891556854718 -0.10565420175576522 -0.013137215064099357 0.12979252480226131 0.075041729242421751 -0.041449415015322413 -0.10383418184330787 -0.068819541127451325 0.14752086191467123 -0.047292845576184579 -0.10132298211933499 0.14226220783766258 -0.016009456541118055 -0.041040783123985236 0.070156795884409207 0.045813397618455966 0.074206387834923171 -0.086730095673464569 0.084332525030632016 -0.083415993937887831 0.032131490785448247 0.036455741301695842 0.058541875921428337
leaf_weight=13.531591570493671 1.0424581258266723 0.83339905424509086 0.4188283258699812 0.15277584790601395 0.050852542655776101 0.42510519310599193 3.2508217429567621 8.0844749808602483 4.1089548527379547 4.9026172271987907 0.73284108890220512 8.6004805905977229 2.9673411487019612 0.70289284962928 6.6443612464354374 0.91187274712137867 8.1538706870051154 0.77227296939236367 1.1253751312033333 20.449593766708858 3.6994466793257734 14.882218005019238 1.7364924790163039 2.1953490478917956 4.4521105756866746 1.6465679794782762 6.833309451234526 6.6045120237686197 1.6825166845228512 17.398355258308584
leaf_count=30513 47 603 44 96 6 409 1733 5747 1511 613 16 364 70 27 2056 38 1057 165 15 374 75 347 114 24 154 69 381 233 45 1054
internal_value=0 -0.0821113 0.0308544 0.226384 -0.0934421 0.106902 -0.000155709 -0.0178955 -0.00446757 -0.00935849 -0.0700176 0.00251795 0.0366251 0.0615272 -0.0310742 0.0120584 0.00753038 0.0338486 -0.000323931 0.0119756 0.0323481 0.0434789 0.00172777 -0.0171361 -0.049539 -0.0260155 -0.0344306 -0.0117497 -0.0599841 0.0517474
internal_weight=0 15.4126 1.405 0.571604 14.0075 0.475958 133.581 40.3808 30.6138 29.5714 4.8418 24.7296 12.2707 9.30337 12.4589 5.81449 93.2003 21.4214 71.7788 48.5406 28.091 24.3915 9.50933 8.38395 6.1886 23.2383 21.5917 14.7584 9.76699 18.1706
internal_count=48000 31671 743 140 30928 415 16329 10534 4742 4695 1527 3168 461 391 2707 651 5795 2952 2843 1103 729 654 307 292 268 1740 1671 1290 5792 1219

Tree=42
num_cat=0
split_feature=96 95 79 80 38 154 3 117 163 124 25 167 91 33 99 108 107 23 136 87 7 25 77 28 100 124 152 123 64 97
split_gain=8.48452 1.80429 2.80898 1.57961 3.80432 2.57058 3.68145 2.46754 2.16771 2.10328 2.80093 2.71244 2.12598 2.00286 1.95688 1.86045 2.49385 1.731 2.73941 2.14283 2.27981 2.16692 3.02655 2.72012 2.17128 2.18621 2.17301 2.47492 2.25273 1.87376
threshold=405598.56000000006 64199.520000000011 162020.00000000003 357708.18500000006 26149.000000000004 13.666594521949948 185541.31976081539 84411.000000000015 394056.13978579076 698.34120542829726 2192654.0000000005 503.00000000000006 1.0000000180025095e-35 10478.298594085991 20823.000000000004 5284.0000000000009 66305.000000000015 17563856.000000004 3181818.722854489 65090.000000000007 5667.0000000000009 5917944.0000000009 264250.00000000006 30732.634974121942 1146971.0000000002 39232.760565089549 151655.00000000003 4.3148268223354771 70.913817473762194 86962.79171854259
left_child=1 -1 -3 4 9 6 7 -6 -8 12 11 -11 -2 17 15 -9 -17 18 -5 -19 21 22 24 29 25 26 27 -21 -29 -23
right_child=3 2 -4 13 5 -7 8 14 -10 10 -12 -13 -14 -15 -16 16 -18 19 -20 20 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.093184790666223163 0.094213337868404912 -0.1029644368280796 0.1830314571733406 0.056799744873458069 0.11778437962312281 -0.092311863111566694 -0.065565880404049204 -0.086847875331293622 0.03419622530177456 -0.055733306751566361 0.062130503835560569 0.14269493856450091 -0.04799409803786777 0.097382358890861428 0.044393524754239827 0.093839105994693708 -0.1026301640859973 0.08404963662959751 -0.085226205963448265 -0.049343296783478562 0.082336822401359561 0.044376521206574329 -0.06558119998272964 -0.055954345099876825 -0.1468039850405998 -0.089590734307187656 -0.06039458458722019 -0.10268229895166586 0.068701987389501493 -0.078795861520029487
leaf_weight=12.84673046393439 5.6347800154180758 0.75610240202513412 0.62921305288909934 11.272752668941392 0.82473931176355364 5.7819294008368152 2.6470182781631584 12.424967589089649 12.294095950055633 7.1886514763173164 4.4829068360268138 0.76191111688967783 1.2923892593826165 2.5067001986317328 1.6376775498501945 1.4446636805078008 1.168750913464464 2.8238825679291031 1.5440935515798617 2.8180870191427081 2.8194274831330395 14.843848762335261 12.127870148979126 4.227179459296166 0.98653928621206333 2.148066241759806 2.944952370831742 0.82976263307500531 10.13172319345176 1.3471438642591227
leaf_count=30928 286 603 140 190 94 546 1209 9386 1622 953 111 34 229 50 35 119 215 61 17 58 130 237 301 58 18 40 101 18 193 18
internal_value=0 -0.0814926 0.0269355 -0.00019405 -0.0125913 -0.030884 -0.0199361 -0.0510618 0.016522 0.0235242 -0.00107783 -0.0367177 0.067682 0.00953564 -0.0594123 -0.0707167 0.00597565 0.00642826 0.0396893 -0.000915637 -0.00526029 -0.00997307 -0.0262194 0.0154784 -0.00218137 0.00537859 0.0175763 0.0342401 0.0557285 0.0341282
internal_weight=0 14.232 1.38532 130.957 57.5845 38.2238 32.4419 17.5008 14.9411 19.3606 12.4335 7.95056 6.92717 73.372 16.6761 15.0384 2.61341 70.8653 12.8168 58.0485 55.2246 52.4052 31.987 20.4182 19.8591 18.8726 16.7245 13.7796 10.9615 16.191
internal_count=48000 31671 743 16329 14839 13226 12680 9849 2831 1613 1098 987 515 1490 9755 9720 334 1440 207 1233 1172 1042 729 313 428 410 370 269 211 255

Tree=43
num_cat=0
split_feature=96 79 69 65 79 63 146 28 72 45 99 128 41 38 9 125 121 165 11 112 74 76 40 110 102 149 21 119 15 95
split_gain=7.58782 1.69267 4.63531 2.47595 1.58407 2.11014 2.39231 2.31567 2.22227 2.11135 2.0705 1.93468 2.22689 2.01751 1.73582 1.93426 1.73459 2.52575 2.10333 1.72112 1.71599 2.8158 1.82324 2.41457 1.69283 2.24917 1.76624 2.2027 1.68819 2.1282
threshold=405598.56000000006 102250.00000000001 48959.000000000007 5.0000000000000009 291350.00000000006 382.12331580178756 532401.36472670117 1217.0000000000002 419220.89062831434 394162.00000000006 12589.000000000002 39.055629802601295 54950.000000000007 149374.00000000003 53.000000000000007 11669401.000000002 1123.0000000000002 427711.00000000006 13564172.000000002 2.446226677731453 216590.00000000003 191860.00000000003 1753253.0000000002 1785.1794858082587 1391908.0000000002 3048270.0000000005 703.00000000000011 191069.00000000003 5479.0000000000009 999496.32000000018
left_child=1 -1 -3 -4 5 10 7 20 14 11 28 13 16 -8 15 -9 17 18 -13 -6 21 22 -7 -24 25 -21 -26 -28 29 -2
right_child=4 2 3 -5 19 6 9 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 24 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.10052738259401389 -0.031972893925571844 0.27201948902005058 0.20598116900254049 -0.10047294514133401 0.056569283327970094 -0.063676756046686836 0.062277098639692011 -0.10344339529924905 -0.11968542947158037 0.039239069914697507 0.089089806793856724 -0.019222876131153994 0.11481128957597671 -0.054640629743730088 0.060162803305718285 0.052160406900077783 0.0545535655663031 -0.065778045179550756 0.12678170987110074 0.044069264914020953 0.059194968462687375 -0.092050893255200744 0.09044875151144581 -0.091823183054460439 0.11952858075726523 -0.10844058919373634 0.11599802784622858 -0.022790962189217629 -0.08436506473057559 0.074213589325194437
leaf_weight=9.9128220066365866 20.361852392758021 0.47330335961305481 0.29586400408879887 2.4206071473308839 9.3779903317627049 1.4500108812935666 4.7555729131272519 2.0885340038803393 1.8239682710845952 6.7457950705138492 1.4317630871664722 7.3690240560972686 0.98692907718941469 2.1400695141928736 3.0442021092458162 1.2937123235315082 1.8907745247415721 18.025496468995698 1.1392129918094722 1.5306880372227158 15.544845686119514 2.266334465588443 4.6963364617258776 0.85983993744594034 1.6176939480937997 2.6258696366858203 1.4180235671810804 5.9073182395077311 5.4091912416042751 2.0802707167167673
leaf_count=25648 8677 82 164 5777 411 204 240 359 38 147 42 542 21 162 112 21 39 1085 16 117 1500 384 133 43 20 180 30 140 1592 74
internal_value=0 -0.0801387 -0.0167772 -0.0670955 -0.000236107 -0.00537571 0.00340005 0.0236282 -0.0222679 -0.0121367 -0.0281881 -0.0216822 -0.0328595 0.0259916 0.00538139 -0.0439248 -0.0379868 -0.0445812 0.000326452 0.023865 0.0388861 0.00483951 0.0361812 0.0622415 0.000451967 -0.0522775 0.0249597 0.00407551 -0.034217 -0.0221299
internal_weight=0 13.1026 3.18977 2.71647 127.881 105.404 76.1207 33.0678 8.25042 43.0529 29.2831 36.3071 29.4114 6.89564 6.42645 3.38225 28.4245 26.5337 8.50824 22.4776 24.8174 9.27252 7.00619 5.55618 13.0996 4.15656 8.94304 7.32534 27.8513 22.4421
internal_count=48000 31671 6023 5941 16329 15431 5046 2794 530 2252 10385 2105 1703 402 492 380 1682 1643 558 898 2264 764 380 176 487 297 190 170 10343 8751

Tree=44
num_cat=0
split_feature=96 79 69 65 17 134 107 48 66 95 143 129 107 45 19 25 70 113 105 17 86 71 24 124 24 74 127 73 64 150
split_gain=6.83724 1.5958 3.56998 2.03454 1.50983 1.85931 3.0109 2.96653 2.50395 2.36155 2.68261 2.23747 2.92816 2.23543 2.21569 2.02987 1.87043 1.76966 2.09217 1.70988 1.67433 1.60586 1.84348 1.54055 1.52485 1.46664 2.74987 1.69811 2.05244 2.13922
threshold=405598.56000000006 102250.00000000001 48959.000000000007 5.0000000000000009 2695.81312996516 31705.062490020606 45204.000000000007 116753.00000000001 565.47631264218978 1062892.8 139665.00000000003 64.025762325626502 1999.0000000000002 37990.000000000007 138181.67036503335 426396.00000000006 1125682.0000000002 14291.000000000002 2321661.0000000005 1299.0000000000002 117998.00000000001 323286.71601112356 14725575.000000002 12634.46650964163 10307638.000000002 201250.00000000003 7402.9645539243365 213986.98984993561 8381.0000000000018 18052229.000000004
left_child=1 -1 -3 -4 5 7 15 8 9 10 11 12 13 21 -9 -7 -12 -18 -19 -17 -10 -2 -23 -8 -14 26 -6 -27 29 -29
right_child=4 2 3 -5 25 6 23 14 20 -11 16 -13 24 -15 -16 19 17 18 -20 -21 -22 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.10041476667422902 -0.070669512276604951 0.22260451118153313 0.16761841503007924 -0.10033765719057913 0.092531598391148051 0.087570770891863298 0.097144722318297003 -0.087966813716099046 -0.072931476948810095 0.086369554529610093 -0.075859862288810295 0.066767434092429301 -0.085586539769495901 0.10996492868655212 0.15085945245189378 -0.056234393888072748 0.13303032764870357 -0.070858482920620816 0.11400170621146517 0.080067051505102307 0.16187963974305961 0.090759889754068554 -0.11732974577467628 0.0097756263707752481 0.060453216392647516 -0.058398167520698423 -0.04680913090181877 0.0045412792616829926 0.037362866179590365 -0.074332932645728891
leaf_weight=8.9790511442460552 2.9127646994893572 0.51773928044713047 0.32540602382505346 2.193062834237935 5.0739559229696161 1.4650080741848821 4.7594232725095917 7.9258162196783797 6.8731461780844247 3.0689853437652337 0.96962444621021759 2.3241420127451411 8.8383092799922416 1.7285673377919009 0.40847889892756928 7.5977687167469394 2.6133173308335245 1.3200539548415693 1.1417593066580591 1.0472320421249603 0.31770873008645129 1.7698347093537452 0.56057909503579129 3.5040088793030009 0.77789301238954145 3.9046485697908784 1.964714591973461 30.574706175684696 17.965077282162383 3.8743663686327627
leaf_count=25648 914 82 164 5777 207 147 91 1156 670 134 351 355 8471 161 4 606 39 84 20 40 11 140 8 75 13 240 57 1906 361 68
internal_value=0 -0.0792227 -0.0165508 -0.0657156 -0.000252986 -0.0113572 0.0153206 -0.0226121 -0.00991554 0.00359117 -0.00658822 -0.0251237 -0.0379986 0.0113452 -0.0762615 -0.0212775 0.0514033 0.0757175 0.0148774 -0.0397232 -0.062557 -0.0211677 0.0407041 0.0600969 -0.0737728 0.0106001 0.0536372 0.00522131 0.00996071 -0.00432943
internal_weight=0 12.0153 3.03621 2.51847 125.282 61.9244 18.3734 43.551 35.2167 28.0258 24.9568 18.9121 16.5879 6.97175 8.3343 10.11 6.04476 5.07513 2.46181 8.645 7.19085 5.24318 2.33041 8.26343 9.6162 63.3575 7.03867 56.3188 52.4141 34.4491
internal_count=48000 31671 6023 5941 16329 13490 959 12531 11371 10690 10556 10062 9707 1223 1160 793 494 143 104 646 681 1062 148 166 8484 2839 264 2575 2335 1974

Tree=45
num_cat=0
split_feature=96 79 113 99 152 161 61 80 154 121 20 65 127 64 163 74 95 114 18 45 159 116 46 120 37 104 96 136 30 121
split_gain=6.15358 1.50464 2.92261 1.45119 2.24078 2.87008 1.99417 2.28096 3.30988 3.03608 2.38756 2.0927 1.76622 1.8496 1.84121 1.97888 1.80113 1.76834 2.35303 1.73692 1.68509 1.60654 1.60588 1.60114 1.59819 2.00242 1.87314 1.51823 1.86693 1.97001
threshold=405598.56000000006 102250.00000000001 1091.0000000000002 4310.0000000000009 42481.23644608925 566881.00000000012 1268400.0000000002 357708.18500000006 13.666594521949948 11.000000000000002 751.00000000000011 2781.0000000000005 6872.988699708073 3525.0000000000005 808406.00000000012 437480.84191245347 880822.08000000019 3073.0000000000005 610.45892936134976 6815.0000000000009 175309.00000000003 2372209.0000000005 312037.00000000006 1555.0000000000002 5157.0000000000009 3150028.0000000005 8034050.4000000013 15589816.690907925 10774.644004594526 379.00000000000006
left_child=1 -1 -3 6 21 -6 7 8 9 12 20 19 14 -14 15 16 -2 -16 -19 -12 -11 -5 -7 -17 25 -24 -27 28 29 -9
right_child=3 2 -4 4 5 22 -8 27 -10 10 11 -13 13 -15 17 23 -18 18 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10029738742456268 -0.079152247714967483 0.17594160080929777 -0.068961842311157248 0.016781580163289317 0.095241502953970283 -0.1065565376059114 -0.079161238635567746 0.0021486475214413112 -0.085706596420404985 0.16094333724672841 -0.10297658763317921 -0.067982425390912288 -0.09348928568865357 0.076394795733619014 0.09054113392143677 0.1275342800562532 0.031979259728545713 -0.08831684574806245 0.10292720146672185 0.043491919420926013 -0.10163202164071759 0.10106917109117107 -0.06414142185609964 -0.01787154613828076 -0.062492814733676343 0.12392933168925067 -0.02915351909576171 -0.1004438019657288 0.057689925949568427 0.13333529465473518
leaf_weight=8.1336181341233651 3.6872332290513494 0.62097975300275665 2.2632767130853608 4.3002723376557714 2.3752493167994535 2.022992364363744 3.5305063045816487 42.200865624472499 6.4246948679210609 0.25524993034196342 0.94301260248175633 4.1045382091251668 2.4923627383541311 0.86270654189866025 6.2600789827702084 1.7126217332552189 2.4126172153337393 1.5154982601525264 1.1179427271708844 5.7245084136084188 5.7541859229386318 4.7693283329717815 1.6310713980346898 1.3576167028513735 3.2193443696014583 2.2687960005132486 1.2340907948091624 1.1861111656762648 8.2177584718447161 1.1766091388417397
leaf_count=25648 2153 302 5721 152 43 45 166 843 744 16 447 766 350 36 440 50 116 98 9 1363 7701 155 34 278 76 31 45 11 144 17
internal_value=0 -0.0782913 -0.0162342 -0.00027619 0.023108 -0.00391745 -0.00533154 -0.00265557 -0.019298 -0.0081291 -0.0399788 -0.011806 0.0168251 -0.0498061 0.0292009 -0.00224031 -0.0351974 0.0616198 -0.00713033 0.0227763 -0.0904792 0.0611049 -0.026616 0.0632378 -0.00725615 0.027381 0.0699972 0.0114151 0.0139866 0.00570707
internal_weight=0 11.0179 2.88426 122.758 21.8211 12.7515 100.937 97.4062 44.6249 38.2002 16.7815 10.7721 21.4187 3.35507 18.0636 9.17009 6.09985 8.89352 2.63344 6.66752 6.00944 9.0696 10.3763 3.07024 8.3533 5.13396 3.50289 52.7813 51.5952 43.3775
internal_count=48000 31671 6023 16329 581 274 15748 15582 14567 13823 10293 2576 3530 386 3144 2597 2269 547 107 1810 7717 307 231 328 186 110 76 1015 1004 860

Tree=46
num_cat=0
split_feature=96 79 69 65 21 10 1 76 151 31 119 79 152 107 146 161 0 45 40 4 60 61 97 66 45 11 166 155 34 21
split_gain=5.4872 1.4597 2.69851 1.51921 1.37117 1.99161 2.15138 2.2101 1.73209 1.60136 1.58383 2.75097 1.95729 1.9531 2.71326 2.28601 2.20681 2.04573 1.71678 1.74644 1.70946 1.81896 1.64979 2.22769 1.95142 1.64577 2.35825 1.44531 1.87362 1.76324
threshold=405598.56000000006 102250.00000000001 48959.000000000007 5.0000000000000009 4329318.0000000009 4519.0000000000009 1.0199351277829904 405888.44650593825 25220369.729790051 687.00000000000011 158572.00000000003 143330.00000000003 43905.000000000007 20574.000000000004 1003321.0000000001 4256357.0000000009 310207.00000000006 116643.00000000001 385895.00000000006 11.03931910325279 155856.00000000003 20477.000000000004 36.65757507806169 565.47631264218978 89181.000000000015 2094499.0000000002 3372.0000000000005 21883290.000000004 561754.00000000012 10884.000000000002
left_child=1 -1 -3 -4 5 6 7 -2 -6 -9 11 12 20 14 16 -16 17 18 -12 22 21 -7 24 -24 -20 26 -15 28 -27 -29
right_child=4 2 3 -5 8 10 -8 9 -10 -11 13 -13 -14 25 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=-0.10017266819777373 -0.055686130866240115 0.18138153293346562 0.12512688341935749 -0.10010128010649344 0.1020201720619804 0.059634447711139876 -0.097251011374934054 0.11908381600021672 0.0048823129551913052 -0.077989488460755985 -0.10059632242760258 0.069502683765041137 -0.084043669074477523 -0.086164521576704942 -0.074383761466021991 0.13490131154623747 0.072601090703391144 -0.10017602390117367 -0.091443964845711934 -0.10306675799008727 0.10152511693027216 -0.11890457096647411 0.082958378357783288 -0.10655578588214165 0.096158076622394659 -0.051698579543387982 0.091202750152392903 -0.0088231013330913634 0.089199992347393675 0.031400963485564787
leaf_weight=7.3683118663934675 3.3762298472865933 0.55820589055656489 0.3560131732374433 1.8860846807801861 2.8635754031129173 1.1368803368532092 4.4752929414389655 1.7247804943472149 5.1138230587821454 0.54185090793180268 1.4710588400485054 8.3006812385283393 2.6227332245616708 0.9092561014695083 10.6140122814686 0.54890867089852768 3.3142208762001237 2.4973625958082257 1.8426851614349273 1.1017029960348725 1.7435926096513865 1.1456838877056723 5.1709799692907836 0.70479774026898656 0.79311632679309685 8.0626209477195498 4.2697902028739918 25.34400169365108 1.0688915406353761 19.11876347035286
leaf_count=25648 417 82 164 5777 109 148 4813 186 92 63 1625 283 190 155 1013 7 58 1665 1933 284 58 90 624 148 175 628 416 572 28 549
internal_value=0 -0.0768156 -0.0153571 -0.0643383 -0.000304461 -0.00316004 -0.0454728 -0.00440812 0.039751 0.0719723 0.00104629 0.0311102 -0.0168202 -0.0041297 -0.0258355 -0.0640927 -0.000559539 -0.0184123 9.55164e-06 0.0154046 0.0269708 -0.0299794 0.0307391 0.0602262 -0.0349943 0.00623284 0.0600634 0.00103097 -0.0352057 0.00847304
internal_weight=0 10.1686 2.8003 2.2421 119.877 111.9 10.1182 5.64286 7.9774 2.26663 101.782 14.9496 6.64889 86.8322 28.0588 11.1629 16.8959 13.5817 11.0843 9.61328 4.02616 2.28256 8.51158 5.87578 2.6358 58.7733 5.17905 53.5943 9.13151 44.4628
internal_count=48000 31671 6023 5941 16329 16128 5479 666 201 249 10649 769 486 9880 7532 1020 6512 6454 4789 3164 296 238 2880 772 2108 2348 571 1777 656 1121

Tree=47
num_cat=0
split_feature=96 79 103 12 7 17 134 48 48 66 5 19 95 143 105 129 87 132 17 47 43 163 106 165 166 126 139 9 63 102
split_gain=4.92785 1.37398 2.39529 1.81888 1.26231 1.21771 1.50976 2.75338 2.34677 1.94607 1.83808 1.80572 1.70351 1.97889 1.71112 1.65556 1.67237 2.11988 1.60509 1.67638 1.49427 1.45087 1.52433 1.43762 1.44374 1.3837 1.49174 1.56303 2.06718 1.95099
threshold=405598.56000000006 102250.00000000001 75240.000000000015 32014.000000000004 112682.00000000001 2695.81312996516 31705.062490020606 116753.00000000001 55474.000000000007 565.47631264218978 537.00000000000011 138181.67036503335 1062892.8 139665.00000000003 476188.00000000006 64.025762325626502 111230.00000000001 2453.0000000000005 1299.0000000000002 6575194.0000000009 76371.000000000015 589447.00000000012 13017.000000000002 911739.00000000012 46231.000000000007 12212824.000000002 272021.54492956109 597.00000000000011 274.32494659154213 5115743.0000000009
left_child=1 -1 3 -3 5 6 7 9 10 12 18 -9 13 14 15 16 17 -2 19 -8 -11 -18 -23 24 -15 26 27 29 -29 -7
right_child=4 2 -4 -5 -6 25 8 11 -10 20 -12 -13 -14 23 -16 -17 21 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10003758992586353 0.13565444585431752 -0.10001991868778115 -0.099467336799768755 0.1725775458574873 0.098798351753917379 0.0070833079297614515 0.017690229753316883 -0.089688140713515135 0.060635433133996046 -0.081186208308953123 0.11151366465903206 0.13484449702739917 0.074580422805700139 0.060287343396798157 -0.077038107482722148 0.089902907207778271 -0.076916570662165298 -0.099549746895285326 0.074565930352826965 -0.078793569295874319 0.041006783399329304 0.085193106102749966 -0.040265889987781051 0.087484991591853037 -0.10149433986940029 -0.056089860448999974 -0.096656090708112874 -0.033044650548703473 0.044213445967234373 -0.079560411536053005
leaf_weight=6.6756830629050778 1.3161243133072407 0.34794460340344835 1.4831506877235368 0.82547912494919728 1.2707808075356286 26.573631595048941 2.703382305713605 6.9478765490057404 6.3997438703081562 5.3644477775524129 1.0141660892404605 0.37764049135148514 2.9113212492084122 1.1555804992094629 4.4505597044917513 1.6094733642821655 4.4889628595992672 0.54059219543705683 1.2644463311007701 5.393578386225272 1.230293045286089 1.5117475365987045 2.6947433766472386 3.2658386404509656 1.0553969193133523 3.1474616704508653 1.2356577733880829 4.1039143676171106 22.186583163012983 2.8805632255971423
leaf_count=25648 139 539 5319 165 72 1901 321 1150 221 652 16 4 133 93 5128 177 3264 306 44 346 29 173 867 99 298 65 33 167 602 29
internal_value=0 -0.0758323 -0.015007 0.0917467 -0.000325386 -0.00141294 -0.0120666 -0.0228757 0.0130116 -0.0100685 -0.0163632 -0.0781132 0.00267812 -0.00679856 -0.0239845 -0.00456951 -0.0189789 0.0671736 -0.0302167 -0.0465799 -0.0583903 -0.0373749 0.00482213 0.0453296 -0.0169382 0.00845547 0.0120208 0.0144298 0.0321536 -0.00139028
internal_weight=0 9.33226 2.65657 1.17342 117.095 115.824 55.6959 38.9206 16.7753 31.5951 10.3756 7.32552 25.0003 22.089 16.6122 12.1616 10.5522 1.85672 9.36141 8.09696 6.59474 8.69545 4.20649 5.47682 2.21098 60.1278 56.9804 55.7447 26.2905 29.4542
internal_count=48000 31671 6023 704 16329 16257 13460 12512 948 11358 727 1154 10677 10544 10054 4926 4749 445 711 667 681 4304 1040 490 391 2797 2732 2699 769 1930

Tree=48
num_cat=0
split_feature=96 79 44 45 79 143 38 92 87 79 116 120 45 1 26 23 70 108 87 75 70 98 64 18 18 42 156 41 20 144
split_gain=4.43389 1.28151 2.10935 1.2267 1.17505 1.55459 1.98402 1.71321 1.66805 1.5609 1.6855 1.53502 1.73249 1.43915 1.38578 1.64077 1.41291 1.619 1.35348 1.65578 1.46126 1.33262 2.25721 2.0173 1.87951 1.76693 2.24069 1.75316 1.60093 1.43536
threshold=405598.56000000006 102250.00000000001 583.00000000000011 689.00000000000011 291350.00000000006 85769.000000000015 261335.00000000003 3351.7330165169651 467210.00000000006 88350.225323132719 230209.00000000003 54598.000000000007 148832.00000000003 27.114220974670324 40.028216372905618 5719914.0000000009 1630756.0000000002 189.00000000000003 927330.00000000012 370512.40329650586 2592864.0000000005 1473.3529949857641 1413.0000000000002 53812.796391916774 4030.0000000000005 16928.000000000004 2252.0900000000006 35.000000000000007 12799.000000000002 156614.69334668203
left_child=1 -1 3 -3 5 6 13 21 9 10 -8 -9 -13 14 15 -2 -17 -18 -6 20 -20 22 28 -24 25 -23 -27 29 -7 -28
right_child=4 2 -4 -5 18 7 8 11 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.099888602455577458 0.030931380247181967 -0.09894126465020732 -0.099461432257792998 0.14305259344748539 0.049264541796531558 -0.052729974732548514 0.077149451463954355 -0.063150657624889139 -0.084475680810648407 0.027927515344149945 -0.080840643401290782 -0.062575043872783453 0.092428666558665593 0.09079749206853388 0.097111918783772747 -0.0884550270968225 -0.048751128353293267 0.022132551747932331 -0.095441285880891652 -0.034114106296908461 0.067120212065854071 -0.07091728830041498 0.070190203394198056 -0.10859062700581568 0.080067590310200373 0.069611079543656945 -0.013005150581257131 0.10081318882177009 0.063928654273414542 -0.12025518217898326
leaf_weight=6.0489744562498355 5.9559080500766965 0.27570091390225593 1.3505026484926927 0.87203185260295868 9.4012618297274475 3.8461935857922098 0.80215250130276938 5.9415440883021784 6.873050660302396 3.9617616457835538 4.2684760771517176 1.2729193853447216 1.6633205274119971 1.5612201699696004 1.1827043634257268 3.3345937711419564 6.8592819627374393 6.0769248313736171 0.64385660289553737 6.6288115096685942 3.9167793284868822 3.8226792066125261 11.270904886143395 0.668581837788225 2.6574308929266399 4.0642855189507854 13.731501014437526 1.2427157268393774 1.6946718074032103 1.3725914754904813
leaf_count=25648 2057 512 5015 496 250 1146 506 120 5330 432 2636 31 29 111 37 651 274 213 159 393 96 650 362 7 47 159 480 55 82 16
internal_value=0 -0.0750044 -0.0147523 0.0849224 -0.000344915 -0.00507859 -0.0197468 0.00618124 -0.0473514 -0.0191022 -0.0558473 -0.0339192 0.0252314 -0.00216364 -0.0083634 -0.0139758 -0.0304141 -0.0154527 0.0212939 -0.00220667 0.0441703 0.0142045 0.0356992 0.0601789 0.000232046 -0.00852257 0.00316298 -0.0133579 -0.01705 -0.0227515
internal_weight=0 8.54721 2.49824 1.14773 114.716 94.1254 40.8761 53.2493 15.9054 9.03239 5.07063 8.87778 2.93624 24.9706 23.4094 22.2267 16.2708 12.9362 20.5907 11.1894 4.56064 44.3716 17.4804 11.9395 26.8912 24.2338 20.4111 16.3468 5.54087 15.1041
internal_count=48000 31671 6023 1008 16329 15431 12247 3184 8904 3574 3142 180 60 3343 3232 3195 1138 487 898 648 255 3004 1597 369 1407 1360 710 551 1228 496

Tree=49
num_cat=0
split_feature=96 79 103 161 44 161 163 142 121 71 161 77 126 16 156 103 13 123 87 41 156 48 64 37 97 20 71 59 2 63
split_gain=3.98269 1.19959 1.88595 1.28868 1.14907 2.1463 1.51203 2.10628 2.08175 1.85534 1.44481 1.83749 1.42947 1.36863 1.37717 1.91658 1.70268 1.2934 1.28073 1.26232 1.36066 1.67289 1.63894 1.54109 1.35184 2.096 1.92458 2.66818 1.56208 1.41398
threshold=405598.56000000006 102250.00000000001 75240.000000000015 4787.0000000000009 12656.000000000002 648633.00000000012 568072.00000000012 160581.00000000003 7.0000000000000009 658365.10390113469 211269.00000000003 209600.00000000003 27506.000000000004 22804951.000000004 655.97000000000014 1282803.1411918772 499347.45812979405 1158.0909423804458 269770.00000000006 65836.000000000015 2585.3574971619196 30533.000000000004 680.08125553668469 257548.00000000003 15.000000000000002 12450.000000000002 280036.31391780585 4523171.0000000009 939.00000000000011 8509.0000000000018
left_child=1 -1 3 -3 5 6 9 8 -8 10 11 -2 17 14 -13 -16 -17 -7 -10 20 21 23 -23 -6 25 26 28 29 -22 -28
right_child=4 2 -4 -5 19 12 7 -9 18 -11 -12 13 -14 -15 15 16 -18 -19 -20 -21 24 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.099721514539201209 0.053702921855402777 -0.098834274860214164 -0.099101840456201074 0.14467901923072565 0.073263137724774802 0.082204057746585929 0.056197340864902558 0.10023990188563625 0.019466472948539079 0.11652744759977557 -0.084829494977497838 0.024864496334651938 -0.10686500226334164 -0.087125438580895401 -0.099986629375013361 -0.10263322192433706 0.09645612948368501 -0.057962038332703358 -0.10676705820637356 0.085961723798827522 -0.10757675534891016 0.060269384747816318 -0.080136839511700447 -0.018591753536750889 -0.011585536490914865 0.078545042202736406 0.081675630014767533 -0.080533798647042881 0.014101857758017792 -0.039520612425700458
leaf_weight=5.4820596349439503 3.3136156399123271 0.29585462753311753 1.2432516488624967 0.81867516206693836 8.1438012734433851 0.9485346295696212 3.1811244898854039 2.9311644774861634 1.3322534262842967 0.97111248521832649 3.3565490884648161 5.0937041241122625 3.7479183391842525 3.1477346213068804 2.955463688907912 0.65208613993308961 1.2588963580637935 2.1517938410688657 2.0259325094521046 1.9591314140707243 2.3990389294485821 1.3390821802313433 2.1926598820718937 2.3546154204668701 42.27312000792881 4.7071690483135162 5.1516020850394835 1.7477749697864053 1.8832899648550663 1.1838665530085561
leaf_count=25648 335 504 5319 200 860 97 579 71 536 24 3126 624 532 45 3604 809 300 239 1966 66 103 72 155 146 1667 116 129 26 91 11
internal_value=0 -0.0740682 -0.014422 0.0800378 -0.00034999 -0.014764 -0.00330911 0.0298002 -0.00177356 -0.0184211 -0.0250471 -0.0128276 -0.0653116 -0.0296463 -0.0114809 -0.0495237 0.0285207 -0.0150787 -0.0566879 0.00674228 0.00462713 0.0326338 -0.0269009 0.0526617 -0.00199402 0.0217552 0.0001371 0.0288521 -0.0540647 0.0590285
internal_weight=0 7.83984 2.35778 1.11453 112.403 37.0679 30.2196 9.47047 6.53931 20.7492 19.778 16.4215 6.84825 13.1079 9.96015 4.86645 1.91098 3.10033 3.35819 75.3352 73.376 14.0302 3.53174 10.4984 59.3459 17.0727 12.3656 8.08324 4.28233 6.33547
internal_count=48000 31671 6023 704 16329 12887 12019 3152 3081 8867 8843 5717 868 5382 5337 4713 1109 336 2502 3442 3376 1233 227 1006 2143 476 360 166 194 140

Tree=50
num_cat=0
split_feature=96 25 88 119 37 40 152 45 98 8 38 77 132 149 21 4 120 45 45 18 162 108 50 61 155 51 21 123 76 64
split_gain=3.5795 1.18328 2.00094 1.5468 1.72445 1.52364 2.20051 2.3342 1.87784 2.56207 2.19618 1.98265 2.19562 1.80086 1.61204 1.46817 1.38111 2.26908 1.84934 1.99636 2.19503 2.10049 1.77784 1.63487 1.62758 1.52974 1.52253 1.50347 1.46396 1.34797
threshold=405598.56000000006 5917944.0000000009 62507172.000000007 2089706.0000000002 311817.00000000006 3000295.0000000005 14201.000000000002 7887.0000000000009 1570.248927520681 48384.000000000007 1509829.0000000002 188426.59275180384 29557.000000000004 29530176.366725393 2882645.0000000005 54.837884593259211 52458.000000000007 39414.000000000007 30091.000000000004 415.00000000000006 184446.00000000003 11.000000000000002 39.000000000000007 1.0000000180025095e-35 24193185.000000004 221.63458053164842 1677329.0000000002 23042.998804839684 518264.87133030192 940.39820823603202
left_child=-1 5 15 -4 -5 16 7 -7 -8 10 -10 -11 -13 14 -14 -3 17 18 19 20 21 26 24 -20 27 -19 -2 -18 -27 -9
right_child=1 2 3 4 -6 6 8 29 9 11 -12 12 13 -15 -16 -17 22 25 23 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.073228269021270775 -0.092164418657725233 0.027183764045586818 -0.069962237919788992 -0.063753015200362084 0.045130903800244461 -0.096316827160429913 0.04678240365858366 -0.0041512342945066753 -0.10110050883885671 -0.11661676627249085 0.01591802485984263 0.090335267789766749 -0.10673019996451823 0.089648148835051442 0.043510801678452914 0.11251084007289069 -0.10361284293686866 -0.067575489471579375 -0.093766686643621672 0.071467123803752086 -0.081590841298983599 0.076512489563017441 -0.12978128794362706 0.10447343508652776 0.06755341712555861 0.12317210264711019 0.015652827691946227 0.1253684485611308 -0.10794648735877216 0.052591595284627868
leaf_weight=7.1817515342222853 2.4640041832171864 14.429241677513351 3.5798103401903045 2.1108932723291218 4.6778212171047926 1.4033444086671831 3.8009921624616281 5.7859995328035465 6.1460993388172955 1.1219119566958378 2.1701272465870716 3.0981279974803329 2.1799746346659963 1.1184699493460355 1.0621199160814283 2.3441146737895897 1.2178569381358091 13.605610899481688 0.50654002380906549 2.1103003727766909 5.4978193610149901 2.497893078616471 0.70836150544346299 2.3276152941543842 4.6100202025700128 0.84320807200856396 2.7959682925138623 0.37505022506229568 0.40604667755542323 15.14487368633854
leaf_count=31671 578 262 94 63 98 319 295 577 678 28 83 75 39 23 31 35 777 5593 392 114 4499 448 35 163 266 59 35 7 76 587
internal_value=0 -0.000364304 0.017761 -0.0167732 0.0112744 -0.00629158 0.00676584 0.0285351 -0.0167245 -0.0310105 -0.0705644 0.00732464 0.0259675 -0.019765 -0.0575108 0.0391084 -0.0203506 -0.0288508 -0.0051805 -0.0188705 -0.0332522 0.00100431 0.0203037 0.0690426 0.037443 -0.0578516 -0.0348535 -0.0496992 0.0480514 0.036906
internal_weight=0 110.14 27.1419 10.3685 6.78871 82.9983 43.032 22.3342 20.6978 16.8968 8.31623 8.5806 7.45869 4.36056 3.24209 16.7734 39.9663 33.055 18.2001 15.366 13.2557 7.75787 6.91129 2.83416 6.20293 14.8549 5.25997 1.59291 1.24925 20.9309
internal_count=48000 16329 552 255 161 15777 2735 1483 1252 957 761 196 168 93 70 297 13042 11957 6229 5674 5560 1061 1085 555 1050 5728 613 784 135 1164

Tree=51
num_cat=0
split_feature=94 61 21 151 40 74 127 18 1 160 44 146 102 21 35 65 102 15 86 119 137 45 41 166 104 128 119 44 14 66
split_gain=3.12357 1.27922 1.06842 1.57881 1.34226 2.64341 1.9083 1.71584 1.52568 1.20837 2.15437 1.79317 2.29812 1.81076 1.9233 1.84645 2.27534 1.98101 1.9078 1.72692 2.50626 1.71499 1.50638 1.49654 1.49539 1.90908 1.77422 1.38119 1.47653 1.31417
threshold=2765922.2400000007 209.00000000000003 4329318.0000000009 25220369.729790051 22569.000000000004 437480.84191245347 4465.8694447149037 431.00000000000006 1.319220768820675 385193.00000000006 2999.0000000000005 532401.36472670117 420566.00000000006 22007.000000000004 2904324.0000000005 6706.6722560628095 1941167.0000000002 1608.0000000000002 81689.000000000015 4389647.0000000009 1307715.3475608884 148832.00000000003 21021.000000000004 2432544.0000000005 26069301.000000004 1514382.7920801539 823187.00000000012 21029.000000000004 197149.00000000003 54.055001815084005
left_child=1 -1 4 -4 5 7 8 -2 -7 -6 -11 13 -13 15 -15 18 -17 -18 24 20 22 27 -14 -20 25 26 -12 28 -22 -21
right_child=2 -3 3 -5 9 6 -8 -9 -10 10 11 12 19 14 -16 16 17 -19 23 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.087377654019252654 -0.096504245850481188 -0.0062061242166165341 0.10521412654614458 0.0045437580751596304 0.043776180077366299 0.078749993757841252 -0.10541491387382868 0.018725112224743046 -0.072280587244286335 -0.069622866645816239 -0.077348486850251807 0.10858492755723653 -0.055648836256499634 0.057527520223956199 -0.11622182112670376 0.12458772629280378 -0.058615690671168369 0.082702827303351226 -0.093656311169722395 -0.0495401813908578 -0.048913824708049426 0.078696383924089452 0.064049061641621371 0.0176596775310086 0.11818124499934489 -0.067159990442941533 0.040138064542339834 -0.0858002295674134 0.093166968727065175 0.053369224691249141
leaf_weight=6.0602584850284966 5.8197789820551389 2.8566795368824387 2.3312248977599657 4.6959721295861527 6.4339105912949881 3.496348511587712 0.96889172962983128 1.6610990136687176 0.82708221151551686 4.3592415842867913 1.538438961244539 1.4758577981701808 18.554540980665486 12.103243117700909 0.67248954251408655 2.4551362437341586 2.2925820555537939 1.748462066054344 4.1039190482988479 1.6632246854715038 1.4184400862432078 2.926332869916223 1.1145355261396606 1.711386850918643 1.1192844957113273 3.3504395190393561 7.8143431692151353 1.8621813412755726 1.5101455965777857 4.8872414968209341
leaf_count=30354 1715 4704 108 92 1123 75 33 53 88 3585 1070 115 1356 440 9 88 42 28 1007 102 58 65 26 34 15 85 1291 73 41 125
internal_value=0 -0.0613731 0.000276573 0.0379405 -0.00242723 -0.032655 0.021431 -0.070918 0.0498575 0.00210903 -0.00129816 0.00270931 -0.0135725 0.0175277 0.0483817 0.00244454 0.0486596 0.00252941 -0.0128434 -0.0188849 -0.0299174 0.0183787 -0.0488662 -0.0608971 0.00737346 -0.00238985 0.0208127 -0.0184649 0.0243511 0.0272396
internal_weight=0 8.91694 104.916 7.0272 97.8886 12.7732 5.29232 7.48088 4.32343 85.1154 78.6815 74.3222 35.4125 38.9097 12.7757 26.134 6.49618 4.04104 19.6378 33.9366 27.3862 7.7171 19.6691 5.81531 13.8225 12.7032 9.35278 4.79077 2.92859 6.55047
internal_count=48000 35058 12942 200 12742 1964 196 1768 163 10778 9655 6070 1961 4109 449 3660 158 70 3502 1846 1619 237 1382 1041 2461 2446 2361 172 99 227

Tree=52
num_cat=0
split_feature=96 79 44 34 152 64 99 169 121 63 147 167 149 71 50 121 40 102 1 1 145 60 110 110 79 38 10 145 77 127
split_gain=2.73504 1.29689 1.78077 1.02122 1.08037 2.32441 2.33523 2.04585 1.83769 2.60819 1.76773 1.533 1.42358 1.40666 1.54323 2.24112 1.45137 2.04212 2.62291 2.16924 1.79838 1.72615 1.39098 1.30668 1.30136 1.28653 1.27714 1.18635 1.51775 1.45503
threshold=405598.56000000006 102250.00000000001 583.00000000000011 26409.000000000004 42481.23644608925 9633.1219099953796 2363.5254533172142 2.85253895048755 19.000000000000004 589.00000000000011 255787.00000000003 286151.00000000006 8230.0000000000018 176090.00000000003 1.0000000180025095e-35 1.0000000180025095e-35 3418141.0000000005 1238406.0000000002 28.725025310233768 1.1744246468787665 11061623.000000002 1187659.0000000002 1491.8895166957252 3460.0000000000005 60127.00573483295 2082914.0000000002 1019662.0000000001 26034288.026969213 164950.00000000003 29.000000000000004
left_child=1 -1 -3 4 5 6 7 8 13 -10 -7 -9 25 14 15 -2 17 18 19 23 21 -19 -18 -15 -14 -6 -11 28 -26 -29
right_child=3 2 -4 -5 12 10 -8 11 9 26 -12 -13 24 16 -16 -17 22 20 -20 -21 -22 -23 -24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.099186527381598416 -0.095086980759501283 0.08822600252974265 -0.098775507677841295 0.044295903115389432 0.094588361676502808 -0.10846373772324869 0.058934418220679269 -0.081717647861943757 -0.087434711703526069 0.045050391399183189 0.05342445720709954 0.11652050443260054 -0.065061572535715748 0.049815781466628045 -0.10850270184620686 0.090754833392025391 0.069995739497118528 -0.091042322958321154 0.12578876644900427 -0.086529454096496206 0.11543834222295556 0.088484742491320906 -0.064167547330737221 -0.10698105544443258 0.070679450926688772 -0.0623701107257153 -0.065582335172014436 0.023789044865032066 -0.059492694157279626 -0.029295556380973187
leaf_weight=4.300410687201917 1.1566300943377457 1.0513011664297667 0.98762198431359127 4.8746826325223074 2.0124429520510598 0.71555032390460738 5.2350957740127333 5.3440881962887934 5.39367220198619 3.5611194011871703 11.75866212940309 0.4208083003759383 5.6865178953594286 5.1062367314880266 1.9311816963017916 1.478220029021031 6.971475565354921 4.161949089029803 2.1874363839888247 2.0464690719672944 0.60221423441544164 0.61467249237466592 0.86911421187687654 0.59323602559743438 1.0158474655472689 0.70521566245588463 1.4759048386622451 11.547528913244607 7.5732978382002329 9.3394004414440115
leaf_count=25648 969 1008 5015 181 66 197 286 594 7699 1154 343 4 449 625 216 463 211 261 110 684 9 12 46 48 68 23 288 363 665 295
internal_value=0 -0.0680424 -0.00235456 -0.000393076 -0.00258238 0.00558716 -0.00419713 -0.0117231 -0.0033327 -0.0391113 0.0441382 -0.0672473 -0.0158726 0.0101309 -0.0405961 0.00917515 0.0201349 0.00221885 0.0290919 0.00178497 -0.0474091 -0.0679401 0.055124 0.0334954 -0.021262 0.0538586 0.0126338 -0.0128122 -0.0440971 5.27484e-05
internal_weight=0 6.33933 2.03892 104.379 99.504 61.6237 49.1495 43.9144 38.1495 10.4307 12.4742 5.7649 37.8803 27.7188 4.56603 2.63485 23.1528 15.3122 9.93338 7.74594 5.37884 4.77662 7.84059 5.69947 35.1626 2.71766 5.03702 29.4761 8.58915 20.8869
internal_count=48000 31671 6023 16329 16148 14219 13679 13393 12795 9141 540 598 1929 3654 1648 1432 2006 1749 1467 1357 282 273 257 673 1840 89 1442 1391 733 658

Tree=53
num_cat=0
split_feature=96 79 103 12 7 127 31 44 165 137 144 21 40 74 133 31 4 3 18 110 14 127 145 152 164 21 15 39 64 68
split_gain=2.42965 1.21591 1.6023 1.10915 0.965616 0.971327 1.11286 1.55954 1.33381 1.61489 1.8394 1.45413 1.28509 2.92603 1.51977 1.64213 1.36098 1.55857 1.46083 1.35637 1.6946 1.23589 1.23273 1.21656 1.28335 1.461 2.12656 2.29642 1.91132 1.62205
threshold=405598.56000000006 102250.00000000001 75240.000000000015 32014.000000000004 112682.00000000001 201405.00000000003 11841.193332641851 271098.00000000006 9639940.0000000019 1432585.3338674093 54111.000000000007 4329318.0000000009 22569.000000000004 437480.84191245347 9996.7558905918177 3163.3130482528782 11.03931910325279 607.00000000000011 501.00000000000006 8924.0954800519376 150861.00000000003 4198.956928145949 10187556.955912918 193119.05086859522 8295179.0000000009 1509.0000000000002 9.0000000000000018 22221458.000000004 1927.0000000000002 16852.000000000004
left_child=1 -1 3 -3 5 6 7 8 11 -10 -11 12 13 -2 16 -16 18 -18 23 -19 -21 -15 -9 24 25 26 28 -28 29 -14
right_child=4 2 -4 -5 -6 -7 -8 22 9 10 -12 -13 14 21 15 -17 17 19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.098908306126639811 -0.078989122180820937 -0.09754987540451529 -0.098335837987866603 0.14163024219873305 0.096204804469980892 0.1056058268994242 -0.058869597821189029 -0.018215337604081953 -0.082649989025844431 0.082510094955707977 -0.084410010663037174 0.065885421799603425 0.11345082571156395 0.050360023512581724 0.10296221964773072 -0.029111327366648461 0.062914993222088531 -0.070625203170559911 0.045347170621742691 0.06850640071069046 -0.074448968947177702 -0.099739410214715038 0.086967061959716485 -0.059827472762905745 0.1051212892739975 0.011372510766152479 -0.1081424957053348 0.04084853138161787 0.084345955031834452 -0.072407235338856055
leaf_weight=3.9015844400104944 6.2151484845380747 0.25751114242302697 0.9241038573818513 0.78468325403810013 1.0239174177986559 0.84124680145759967 3.3605272429122115 1.6375733719032712 4.372430245159193 1.6377007710980254 1.1060227043926714 3.2378504865337154 0.58000465735676554 3.6907633276132401 2.8989352354838038 1.3941364901838822 1.5140158935682837 7.0490608695254178 7.8325625599245532 1.9105494722025471 1.4650857900269327 0.6443203705275663 3.4866498612100258 3.3031588203739366 1.1996480966918159 30.948676666768733 4.3984486596455099 1.3526372355408964 2.2604786520823836 2.4662531486537773
leaf_count=25648 2387 539 5319 165 72 28 123 51 213 34 31 84 21 212 68 49 202 805 248 44 35 33 68 212 28 3207 4968 25 264 2817
internal_value=0 -0.0665925 -0.00247054 0.0825323 -0.00041702 -0.00139846 -0.00229896 -0.000331024 -0.00333821 -0.0449138 0.0152229 0.000168814 -0.00245409 -0.0350065 0.00241224 0.0600725 -0.00132248 -0.0318943 0.00539402 -0.0456637 0.00646123 0.0280509 0.0533534 -0.00133443 0.00313743 0.000224914 -0.030975 -0.0731003 0.0146775 -0.03702
internal_weight=0 5.86788 1.9663 1.04219 101.828 100.804 99.9626 96.6021 91.4779 7.11615 2.74372 84.3617 81.1239 10.5502 70.5737 4.29307 66.2806 11.9387 54.3419 10.4247 3.37564 4.33508 5.12422 46.5093 43.2061 42.0065 11.0578 5.75109 5.30674 3.04626
internal_count=48000 31671 6023 704 16329 16257 16229 16106 15987 278 65 15709 15625 2632 12993 117 12876 1086 11790 884 79 245 119 11542 11330 11302 8095 4993 3102 2838

Tree=54
num_cat=0
split_feature=94 86 128 109 167 71 25 143 128 2 135 69 65 164 141 87 31 150 25 168 24 106 31 19 70 157 99 8 21 45
split_gain=2.19739 1.12327 1.91046 1.13188 0.994262 0.956588 1.42637 1.47196 2.03859 1.48573 1.3683 1.18301 1.67465 1.2994 1.46185 2.19659 1.48286 1.45987 1.31338 1.20371 1.16667 1.16317 1.24386 1.12731 1.07512 1.07073 1.06991 1.04472 1.02115 1.01532
threshold=2765922.2400000007 34423.762707927053 530.93230916176901 29.000000000000004 1.0000000180025095e-35 260273.46148850801 5917944.0000000009 126737.00000000001 1124678.1705873145 3263.0000000000005 180715.3323969382 11128853.000000002 359.00000000000006 8295179.0000000009 108123.64876922093 677790.00000000012 6285.923650826423 730632.00000000012 1.0000000180025095e-35 11.289665877208403 3294714.0000000005 26605.000000000004 790.13363222143801 14066.407506413612 3725687.0000000005 31344.000000000004 23802.000000000004 17033.000000000004 4447.0000000000009 455370.00000000006
left_child=1 -1 3 -3 -5 6 7 10 9 -9 21 13 -13 14 15 18 20 -16 -7 -19 28 22 -2 -8 -18 26 -22 -12 -17 -14
right_child=5 2 -4 4 -6 11 23 8 -10 -11 27 12 29 -15 17 16 24 19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.098277803929208554 0.013024535384869602 -0.10031730201874059 -0.10023669636965866 0.10666745520114906 -0.10503214224368107 -0.096588758271780373 0.085585414185053221 0.045062841937986924 -0.058008950350801336 -0.056419578319763679 -0.076217787966873951 0.074743575811865054 -0.065665595989760295 0.078926419835079392 0.05562584923083369 -0.083363296714358048 -0.055244466070744215 -0.070432356339913585 0.035835227583645185 0.028735882374461189 -0.053397050215808463 -0.083859861065778418 -0.09759342177918108 -0.046948599220195807 0.095792807906208713 0.097258898893646917 0.067195490123075949 0.06482307377960185 0.060698480926536451 0.05090725172201023
leaf_weight=3.4286739211431714 3.3867077778995789 0.45617537927319141 1.6943460800976025 1.5357288699742637 0.25931058395508433 0.76915144640952604 2.3234615842811759 7.9815369141506363 4.0078164578299029 1.7609175969337227 0.74535712489159722 1.2844702331349243 5.6371670049848035 2.7568581376108332 1.6586533363442848 0.61895221124723621 0.6264116032107262 5.5469973117724294 28.526570251822704 1.5705451717367394 10.602645367878717 7.0419331306693493 1.452496924481238 0.88670973735861469 1.9031903117429463 0.55460867192596275 0.79056539747398424 1.7779139931080861 2.3994807881535962 0.86131301894783963
leaf_count=22484 2286 2077 8815 753 929 39 56 679 108 288 85 19 130 85 70 799 48 244 2130 37 400 4535 529 25 33 13 35 44 202 23
internal_value=0 -0.0564105 -0.020028 0.04034 0.0760854 0.000204455 -0.0141778 -0.0213786 0.00202405 0.0267202 -0.0437185 0.00702812 -0.0295922 0.0119148 0.00859019 0.0156146 -0.012422 -0.0288614 0.0323585 -0.0485501 -0.0243909 -0.057922 -0.0201777 0.048977 0.0583911 -0.0384243 -0.0450292 0.0231606 0.0311575 -0.050215
internal_weight=0 7.37423 3.94556 2.25121 1.79504 97.4724 31.3649 28.1547 13.7503 9.74245 14.4044 66.1076 7.78295 58.3246 55.5678 46.7916 17.4959 8.7762 29.2957 7.11754 14.9663 11.8811 4.8392 3.21017 2.5296 11.9478 11.3932 2.52327 3.01843 6.49848
internal_count=48000 35058 12574 3759 1682 12942 8635 8554 1075 967 7479 4307 172 4135 4050 3699 1530 351 2169 281 1449 7350 2815 81 81 448 435 129 1001 153

Tree=55
num_cat=0
split_feature=94 86 128 109 66 127 71 165 137 20 155 31 137 137 119 38 46 119 65 151 14 55 151 53 23 163 130 106 75 63
split_gain=1.96088 1.03371 1.70798 0.975552 0.860324 0.830778 0.872739 0.84512 1.65519 1.38034 0.947951 1.76497 1.28122 1.4571 1.28194 1.20122 1.20175 1.30288 1.14429 1.41032 1.15836 1.48577 1.21359 1.30605 1.06048 1.35475 1.53172 2.18028 1.40694 1.51714
threshold=2765922.2400000007 34423.762707927053 530.93230916176901 29.000000000000004 6.4183551523142421 201405.00000000003 105750.00000000001 15377004.000000002 1432585.3338674093 3509296.0000000005 12783370.000000002 397.07241971359502 4168007.0000000005 2770953.4733128748 7424155.0000000009 261335.00000000003 13791233.000000002 344134.00000000006 2670.0000000000005 1843424.0000000002 17573.000000000004 510118.00000000006 71.000000000000014 258085.00000000003 3302980.0000000005 525010.00000000012 217.66569746050627 804057.00000000012 501999.29151945288 2180.0000000000005
left_child=1 -1 3 -3 -5 6 -2 9 -9 10 11 18 13 14 24 16 17 -13 19 20 21 22 23 -8 -12 -26 27 28 29 -27
right_child=5 2 -4 4 -6 -7 7 8 -10 -11 12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.097807999925438191 -0.084391634785238159 -0.10028781934202818 -0.10021458868543216 0.098931283162487046 -0.10452382207360032 0.1033074966167612 0.073119004124117037 -0.089565010305700521 0.027558595752449174 0.07063965582988839 0.045481413400544624 0.013141102748386186 0.070286497606895398 -0.096653186387858969 0.065499671746317031 -0.08916886300195942 0.10172365328884102 -0.087599574731902413 -0.054686697336040285 0.080194458222720616 -0.057587532374053688 0.10052823802297346 -0.095273726669863903 -0.10473059662046341 -0.042296884332102005 -0.0090291061988380696 0.05660298162554022 -0.074751560136375919 -0.059912768231564675 0.035428765167825817
leaf_weight=3.1165679952167116 1.2295442914692092 0.41287973427824987 1.5334287517034679 1.4978852047279358 0.2413224480478674 0.77441772908787143 1.7121384677957419 2.8425805838778606 2.0964839082444087 2.8889745700871563 5.1460296598233972 2.6262595752050384 3.0200877099996424 1.4174193168291811 3.4051847005612208 4.207594282226637 0.72145389113575209 2.5114616360951914 2.4205123587744302 2.9544569406934897 2.4649192450306145 1.7544694213793262 1.1700744588379164 0.54413399400073093 7.2069324847907401 16.196257490752036 4.9965253698901497 3.7428877485654075 2.9806034184293813 14.59105055726104
leaf_count=22484 472 2077 8815 963 719 28 55 115 38 110 1139 261 90 43 96 1935 21 579 365 270 2071 179 233 1039 939 1801 112 167 145 639
internal_value=0 -0.0554154 -0.0195671 0.0378967 0.070701 0.000152784 -0.000689457 0.000409851 -0.0398496 0.00265213 0.000362664 -0.0169606 0.00674115 0.00352561 0.00596265 -0.0484056 -0.0191327 -0.0361038 0.00735071 0.0215167 -0.00115749 0.0256907 -0.0126301 0.0302279 0.00226719 -0.00220601 0.00459122 -0.00233687 0.00568969 0.0120408
internal_weight=0 6.80208 3.68552 2.15209 1.73921 95.6225 94.848 93.6185 4.93906 88.6794 85.7905 23.0875 62.703 59.6829 58.2655 10.0668 5.85918 5.13772 13.0207 10.6002 7.64574 5.18082 3.42635 2.25627 54.8603 49.7143 42.5073 37.5108 33.7679 30.7873
internal_count=48000 35058 12574 3759 1682 12942 12914 12442 153 12289 12179 7008 5171 5081 5038 2796 861 840 4212 3847 3577 1506 1327 1094 4942 3803 2864 2752 2585 2440

Tree=56
num_cat=0
split_feature=94 86 128 167 22 68 108 79 92 148 151 18 86 45 15 90 112 75 75 87 86 99 61 72 80 69 106 24 123 107
split_gain=1.74661 0.95087 1.52775 0.866526 0.81106 1.06191 1.11878 0.924759 1.08807 1.44999 1.82154 1.44428 1.44273 1.87024 1.34393 1.27918 1.15849 1.08755 1.08175 1.21502 1.65789 1.61711 1.10716 1.08162 1.15025 1.84436 1.35125 1.36633 1.39151 1.01575
threshold=2765922.2400000007 34423.762707927053 530.93230916176901 1.0000000180025095e-35 1.0000000180025095e-35 36327.000000000007 11.000000000000002 192190.00000000003 3943.3072970729072 335121.21945310943 27720240.000000004 524.14925070359743 56099.000000000007 154544.00000000003 475.00000000000006 1034689.3837881278 10047.302388603124 519986.04398971162 190760.00000000003 579550.00000000012 26121.212844936337 3323.0000000000005 360427.00000000006 625530.00000000012 357708.18500000006 1263683.0000000002 804057.00000000012 6233831.0000000009 17242.205838198526 28039.000000000004
left_child=1 -1 3 -3 -2 6 -6 8 9 10 11 15 17 -14 -11 -7 -10 -13 -9 20 -20 23 -23 24 25 -21 27 -26 -29 -12
right_child=4 2 -4 -5 5 7 -8 18 16 14 29 12 13 -15 -16 -17 -18 -19 19 21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.097253304648794919 -0.094307028031524798 0.066002600538937514 -0.10019451292093856 -0.10242016272073214 -0.10065296589281586 -0.013277406687695488 0.10038719570221932 0.072036892945915851 -0.067691743510301133 0.11382911361294448 -0.10609336926307367 0.094805175448629347 -0.10224002042571323 0.082425070184428906 -0.017930150833240396 0.08648010546126246 0.038653265494825451 -0.050331947639638802 -0.083929397466729727 0.02219913967625816 0.084979908056207532 0.089135458274489501 -0.0011091939461509008 0.046757741407406517 0.10535150289398808 -0.097778299251145215 -0.070383071092967764 -0.0214494443574655 0.079726670216206968 -0.0022515237233516902
leaf_weight=2.8352875222060154 0.90109305558144015 1.688262174313423 1.3877676120246176 0.37296302866889153 0.32574526286771233 34.80963869268453 1.8425439400234607 2.7940382593660607 5.239216748130274 1.9437341600423672 2.769680341356433 3.7556777272329773 1.2917915162179272 0.95307274271908671 1.2865159250795839 1.3346971012069833 1.2733408615458754 0.59857509851281054 0.69626477203564974 1.904999198930464 3.5130755381906056 2.9654332612990393 2.5102462291251868 2.6438583625422316 1.3367097190930497 3.913458548093331 2.5401732543250537 7.426120321149936 1.6639226616825906 1.4274760055122895
leaf_count=22484 41 1687 8815 2072 75 9293 472 132 124 34 102 130 68 25 25 45 26 61 23 1076 103 80 94 44 19 497 60 218 24 51
internal_value=0 -0.054351 -0.0190827 0.0355278 0.00010829 0.00102546 0.0701846 -0.000629843 -0.00844423 -0.0034525 -0.00791215 -0.00173927 0.0412805 -0.0238392 0.0613532 -0.00959367 -0.0468991 0.0748533 0.0124332 0.00708085 0.0570407 -0.000735486 0.0477641 -0.0131283 -0.0215566 -0.0584969 -0.00498098 0.0109523 -0.00292926 -0.0707762
internal_weight=0 6.28428 3.44899 2.06123 93.6611 92.76 2.16829 90.5917 56.6834 50.1709 46.9406 42.7435 6.59912 2.24486 3.23025 36.1443 6.51256 4.35425 33.9083 31.1143 4.20934 26.9049 5.47568 21.4292 18.7854 5.81846 12.9669 10.4268 9.09004 4.19716
internal_count=48000 35058 12574 3759 12942 12901 547 12354 9984 9834 9775 9622 284 93 59 9338 150 191 2370 2238 126 2112 174 1938 1894 1573 321 261 242 153

Tree=57
num_cat=0
split_feature=96 79 103 34 152 76 120 31 148 38 156 40 79 152 8 130 116 14 70 120 132 110 127 13 17 124 165 96 144 78
split_gain=1.56161 0.926734 1.12632 0.785766 1.0107 1.03802 0.843315 0.830007 0.940283 1.79806 1.33341 1.33166 1.65189 1.2755 1.34957 1.46076 1.61395 1.31981 1.22706 1.17041 1.40301 1.66605 1.1608 1.3988 1.18901 1.09502 1.07901 1.40313 1.38571 1.16468
threshold=405598.56000000006 102250.00000000001 75240.000000000015 26409.000000000004 33801.251218545032 469971.98353801965 8755.0000000000018 17789.824479446012 80210.309589258788 26149.000000000004 3013.2893517256375 3978065.0000000005 84210.000000000015 40758.336157081336 110792.00000000001 217.66569746050627 3635212.0000000005 49477.000000000007 9700286.0000000019 1481.0000000000002 12168.000000000002 1457.0000000000002 7402.9645539243365 8164623.0000000009 3317.0000000000005 10111.558952002402 209988.00000000003 797981.76000000013 44286.123264184869 535050.16904467356
left_child=1 -1 -3 7 6 -6 -5 8 9 -2 11 12 -10 14 15 16 19 18 -15 -12 -21 22 24 -24 -22 -18 -11 -28 29 -29
right_child=3 2 -4 4 5 -7 -8 -9 10 26 13 -13 -14 17 -16 -17 25 -19 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.097277003228683753 0.013610323896809299 0.072370689959661658 -0.097535081032325222 0.10067834444660975 0.10053427109402102 -0.031604332363632075 -0.094093678245295076 -0.0755679459959267 -0.064297449505897497 -0.078765599842924389 0.12223289928712662 0.081240362999023624 0.036885264033441521 -0.076101306533578189 0.076989405155631213 0.071161790663554728 0.037342463932350779 -0.0037228083237648545 0.062418763625266493 0.082498168983644038 -0.024711000852178956 -0.079351566174638871 -0.067668954261707812 0.053705445787250165 0.098368334435653404 -0.083761623229978571 0.042140686292524099 -0.067115250165544052 0.049246633758698283 0.037218967246063855
leaf_weight=2.726251318512964 12.581113055639436 0.90105295198009094 0.68812777055427432 0.30557378579396643 2.4910098278924129 0.78084124028100621 0.81571291078580543 1.5240352643013455 2.1217677122913283 4.3967101658199708 0.89463406766300124 4.1593732289620666 6.7355660109024029 5.2981207147240665 2.9800852331100023 2.8602356386836609 0.94911772501654823 14.543560605205128 0.72728413937147696 1.9038720133539744 1.2038215426728114 2.6429369999095798 2.5896911563468166 1.4992012130096553 2.2555322120897472 3.4996583035681397 2.7408110007818314 7.8789778825812373 1.5528462354268402 1.2380404799187088
leaf_count=25648 1497 704 5319 11 71 13 86 65 107 7492 14 123 194 246 126 46 34 435 20 87 73 116 84 24 32 99 2674 2261 160 139
internal_value=0 -0.0618961 -0.00119985 -0.000363464 0.0409195 0.0689988 -0.0410143 -0.00240636 -0.00112845 -0.015329 0.00646035 0.0345654 0.012647 -0.00188296 0.0141492 0.00492358 -0.00594073 -0.0200273 -0.0593815 0.0118631 0.00369933 -0.0110215 0.0129035 -0.0231668 0.0555379 -0.0579248 -0.035775 -0.0216804 -0.0380744 -0.0529472
internal_weight=0 4.31543 1.58918 93.1701 4.39314 3.27185 1.12129 88.777 87.253 30.3885 56.8645 13.0167 8.85733 43.8478 23.2788 20.2987 17.4385 20.569 6.0254 12.9897 12.0951 10.1912 7.54825 4.08889 3.45935 4.44878 17.8074 13.4107 10.6699 9.11702
internal_count=48000 31671 6023 16329 181 84 97 16148 16083 14223 1860 424 301 1436 735 609 563 701 266 430 416 329 213 108 105 133 12726 5234 2560 2400

Tree=58
num_cat=0
split_feature=96 79 44 7 17 124 164 116 68 84 87 63 86 132 109 38 168 60 60 127 12 34 64 4 130 28 65 105 79 48
split_gain=1.38119 0.859647 0.995721 0.768754 0.770179 1.04871 1.16715 1.94634 1.89028 1.40258 1.33741 1.25575 1.07959 1.04264 1.33797 1.13566 1.71125 1.11432 1.04101 1.25102 1.27621 0.967958 1.13138 1.91158 1.23186 1.91826 1.71424 1.20935 1.46007 1.76407
threshold=405598.56000000006 102250.00000000001 583.00000000000011 21299.000000000004 2695.81312996516 724.26177335080604 2121248.0000000005 487360.00000000006 424639.00000000006 94582.500000000015 21050.000000000004 142.00662289829106 24594.269030019332 73004.897357004273 6999.0000000000009 466731.00000000006 14.596283582529718 38837.000000000007 185311.00000000003 116.14592839532271 7324574.0000000009 11706.211283360954 8381.0000000000018 40.011666404385544 366.99870085915637 689.00000000000011 5255.0000000000009 2119978.0000000005 174490.00000000003 355811.00000000006
left_child=1 -1 -3 4 5 -2 7 11 9 -8 -11 -7 -13 21 -15 16 -16 -17 -9 20 -20 22 24 -24 25 26 27 28 29 -6
right_child=3 2 -4 -5 13 6 8 18 -10 10 -12 12 -14 14 15 17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.09665091659085312 0.015550506922178518 0.066621178836139203 -0.097179779645488795 0.05654935116264842 -0.070574336886614811 -0.081162939909016851 -0.0921772190119656 -0.091276900136610939 -0.039061239243471338 -0.091889334955635588 0.064621473615188427 -0.10248253493975666 0.040503055149326665 0.087670065557468507 -0.047118726288346541 0.015754443189832195 0.12099535780073985 -0.10453957718544096 -0.063112216172320296 -0.090324514049113264 0.078262172894754192 0.072824538951130585 0.061947504363245393 -0.024703014647256528 0.063025220386307063 -0.050693130759255495 -0.047877876879359668 0.091665188517427554 0.049917081932841056 0.099345171626603598
leaf_weight=2.4820149363720239 10.54864967837784 0.89461878040310672 0.63419112934934674 2.3137366004375499 2.8830013478509557 1.3966175781024563 0.7711861807620134 6.1962525126073142 6.3425037389970385 0.60073595237918187 5.9897642496798653 0.59200151872937556 4.8883087597350823 0.90670665912330051 1.8350165798328819 1.0240963646210728 0.90366110205650318 3.1042778459377587 1.12800218409393 1.8705913017765849 1.4714952487265689 2.5772449514479367 8.1377377663739008 3.7051320843165731 2.5539854017115422 7.6888033968207301 3.6796627187941331 2.5291348828613982 4.6411419960204512 0.77528636879287649
leaf_count=25648 4708 1008 5015 186 701 2637 233 2738 214 17 190 407 1800 24 52 22 8 63 192 239 48 65 172 100 42 859 158 70 365 19
internal_value=0 -0.0603165 -0.00132783 -0.000355277 -0.00183895 -0.0117122 -0.0209157 -0.0379972 0.000951119 0.035424 0.0503552 0.00348528 0.0250573 0.00695143 -0.0265019 -0.0415769 0.00835263 -0.0746991 -0.0647423 -0.0279611 0.0169155 0.0135905 0.00941871 0.0348382 -0.00274403 -0.0103114 0.0110893 0.031127 0.0126789 -0.034564
internal_weight=0 4.01082 1.52881 91.0547 88.741 41.7961 31.2475 17.5433 13.7042 7.36169 6.5905 6.87693 5.48031 46.9449 7.77376 6.86705 2.73868 4.12837 10.6663 4.47009 2.5995 39.1711 36.5939 11.8429 24.751 22.197 14.5082 10.8286 8.29943 3.65829
internal_count=48000 31671 6023 16329 16143 13423 8715 8061 654 440 207 4844 2207 2720 169 145 60 85 3217 479 240 2551 2486 272 2214 2172 1313 1155 1085 720

Tree=59
num_cat=0
split_feature=94 72 73 25 88 65 40 144 85 37 135 31 8 140 114 116 43 52 59 38 151 69 123 101 32 15 85 74 60 150
split_gain=1.24926 0.798286 0.932118 0.747428 1.36057 1.0779 1.24379 1.20422 1.05716 1.16725 1.6171 0.930581 1.29823 1.64002 1.23644 1.00394 1.32996 1.06757 1.01402 1.235 1.67675 1.55904 1.54828 1.43225 1.07176 1.16792 1.03376 0.996816 1.31907 0.936434
threshold=2765922.2400000007 300233.25239716034 396545.69863716705 5917944.0000000009 62507172.000000007 6295.0000000000009 6999.0000000000009 68231.000000000015 351880.00000000006 311817.00000000006 405746.32372340065 3341.0000000000005 45054.000000000007 318351.74787529983 11011.000000000002 3635212.0000000005 102814.00000000001 30025798.000000004 4523171.0000000009 2270.0000000000005 6920851.0000000009 4646771.0000000009 142.11512109792537 23.000000000000004 75760.000000000015 13.000000000000002 154919.16920114242 173400.00000000003 1.0000000180025095e-35 2867099.0000000005
left_child=1 -1 -3 11 5 6 -5 -8 -6 -10 -11 12 13 15 -14 16 18 -17 19 21 22 26 -21 -24 25 27 -2 -25 -29 -13
right_child=3 2 -4 4 8 -7 7 -9 9 10 -12 29 14 -15 -16 17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.086303653292275087 0.062269169784563885 0.032672091644056524 -0.10168707207749327 -0.081101855288816457 0.070556557989577634 0.071657212674174894 0.054581823670979135 -0.033420721307281041 -0.081822948626529696 -0.043203326415849161 0.08296223840734307 -0.060273764714330075 0.043957389944697445 -0.065448235232717963 -0.075033226270116923 -0.097521521804993669 0.088372204939952015 0.059816930600119604 0.079262947500673489 -0.090661367222100261 -0.081676975790328121 -0.047705309367496784 -0.085755306154748773 0.0740337615828979 0.10676514613843986 -0.025063671684481387 -0.073402370769367342 0.078967535650984022 -0.018577881699683368 0.0034222819341112793
leaf_weight=2.8187763544232292 6.3046326698095054 1.6982475543391031 0.74191461916053203 1.1911670463159696 1.213275111047549 5.1195917196455403 5.3238511303206906 2.1964830495417118 2.7319217841723002 2.8863890526117757 1.5676797786727545 5.6235666963184467 8.9877482606243539 4.4064810546624349 0.96724663348868567 1.9467242790415178 1.7313049702934211 0.55396166071295727 1.4988104654476035 1.9758543582356711 3.3560102423070921 2.127031194162555 1.7118931525619725 3.0499699617357745 1.0738262797531195 7.8818700372576123 0.61654020342393767 1.8539840933517551 5.4954000375291798 3.9148765491554514
leaf_count=25687 508 4487 4884 34 57 115 105 42 102 65 32 578 303 372 26 84 41 7 19 653 641 73 4206 511 28 2271 74 781 967 247
internal_value=0 -0.0500535 -0.00817889 0.000131896 0.0159626 0.0352414 0.0138405 0.0288787 -0.0157839 -0.0303615 0.00120263 -0.00527583 -0.000320192 -0.00746497 0.032396 -0.00126012 0.00271018 -0.0626673 -0.00130399 -0.00471062 -0.0156384 0.027172 -0.00602039 0.00191803 0.00967246 0.00396931 0.0501835 0.025974 0.0060293 -0.0341309
internal_weight=0 5.25894 2.44016 87.3081 22.2304 13.8311 8.7115 7.52033 8.39927 7.18599 4.45407 65.0777 55.5393 45.5843 9.95499 41.1778 38.6771 2.50069 36.9458 35.447 26.3988 9.0482 23.0428 21.0669 19.3551 18.2812 6.92117 10.3994 7.34938 9.53844
internal_count=48000 35058 9371 12942 552 296 181 147 256 199 97 12390 11565 11236 329 10864 10773 91 10732 10713 10058 655 9417 8764 4558 4530 582 2259 1748 825

Tree=60
num_cat=0
split_feature=94 71 18 21 77 146 13 72 144 44 106 86 37 134 110 8 124 63 20 136 48 124 134 23 21 124 99 18 145 31
split_gain=1.12852 0.96066 1.34376 1.56841 1.17614 1.1714 1.14611 1.09444 1.0059 1.20834 1.76249 1.04473 0.983835 1.10375 1.26002 1.18528 0.976978 0.952683 2.19925 1.38952 1.0428 1.42054 1.27595 0.933676 0.932044 0.931136 0.918741 0.939744 1.4124 2.46678
threshold=71734.560000000012 323286.71601112356 353.00000000000006 1187.0000000000002 320592.80676950054 720024.16197868355 134566.00000000003 126110.00000000001 34737.000000000007 72502.000000000015 804057.00000000012 24071.000000000004 7417.0000000000009 54050.196480818086 130.31416967650492 31533.000000000004 1530.5876615414757 476.35098206944969 25500.000000000004 182426.97939572125 104783.00000000001 39232.760565089549 31705.062490020606 51653078.000000007 4329318.0000000009 1742.430703812862 20823.000000000004 117.00000000000001 49750417.385291018 84.653311410121987
left_child=-1 2 3 7 -3 6 -5 -2 26 -10 11 -11 13 14 25 16 -15 18 19 -8 21 -19 -22 -13 -16 -7 27 28 29 -6
right_child=1 4 -4 5 8 12 17 -9 9 10 -12 23 -14 15 24 -17 -18 20 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.096232212007232407 0.04105312537181114 0.037535143121608092 0.029298407252962646 -0.043723582130335344 0.050747706171528198 0.053074279114694749 -0.10245667663867718 -0.078034524770095481 -0.054597730929663663 -0.069200150546036329 -0.07549017883570662 0.079451616808890457 -0.079996825421881759 0.059676978586975217 -0.09272775743315928 0.084650159674927505 -0.086474627736821491 0.074061256746782253 0.062026733724967011 0.10485821582305684 -0.082601131234106451 -0.091904453946316716 0.05757186764696734 -0.035641497654180419 0.095459720530610248 -0.077007023841486139 0.069444403071611496 -0.026761622864656793 0.070979953342988164 -0.061010658056901382
leaf_weight=1.2677953262359967 0.88762383472204476 11.005255949465214 6.8006689716785322 3.4976634964659814 4.1552127999134978 1.7573610241015543 2.3814035334908108 5.9098417351812351 6.0413047610127233 0.78639564767945547 1.9169206394581122 3.4658641768619418 3.2154015209125637 0.76027660307590883 3.4925061602698411 1.8138053428847341 1.1480364715680478 6.0903332753841806 2.0734381345027941 0.37408432109077683 1.3401485974245591 0.56343609240138892 1.2598828801274065 0.88479110714979459 0.28462989779654879 0.80113849078770716 2.5857391693789387 5.9525651859767086 3.9265634715993656 3.7641526476836589
leaf_count=13793 1400 652 655 3011 1816 184 1923 18907 181 17 43 78 452 28 730 57 108 513 173 20 92 18 38 29 7 193 97 597 86 2102
internal_value=0 -0.00121453 -0.0116115 -0.0190008 0.0091747 -0.00942088 0.00750978 -0.0624839 -0.000147836 -0.0217739 0.00633769 0.0368722 -0.0318456 -0.016452 -0.0418433 0.0267681 -0.0282475 0.0202344 -0.0157709 -0.0743117 0.039023 0.0600074 -0.0146783 0.0560452 -0.0785467 0.0123421 0.0137452 0.00565335 0.0219418 -0.00237215
internal_weight=0 88.9364 44.4517 37.651 44.4848 30.8535 17.5804 6.79747 33.4795 13.0953 7.05397 5.13705 13.2732 10.0578 6.33564 3.72212 1.90831 14.0827 4.82893 2.75549 9.2538 6.65377 2.60003 4.35066 3.77714 2.5585 20.3842 17.7985 11.8459 7.91937
internal_count=48000 34207 28509 27854 5698 7547 5788 20307 5046 348 167 124 1759 1307 1114 193 136 2777 2116 1943 661 531 130 107 737 377 4698 4601 4004 3918

Tree=61
num_cat=0
split_feature=94 71 94 97 69 153 87 5 42 120 156 61 124 25 74 30 144 18 66 64 95 65 145 87 152 152 123 116 69 64
split_gain=1.01146 0.808553 1.21193 1.25409 1.05483 1.59518 1.24804 1.12382 1.09327 1.59707 1.33094 1.26647 1.13 1.07148 1.15368 1.48807 1.21132 1.0523 0.993443 0.972083 1.15315 0.96522 0.953818 0.968875 0.920504 1.01388 0.882881 1.07468 1.28677 1.20161
threshold=71734.560000000012 323286.71601112356 10306415.040000001 26.362927940335371 2006841.0000000002 0.28592642766901205 45910.000000000007 52.403049046745174 26960.000000000004 2697.0000000000005 5569.4962376189951 609.00000000000011 93739.43386914341 10076375.000000002 328053.96837850142 5748.0000000000009 54111.000000000007 131.00000000000003 122.12502094579159 1259.5308877328682 824666.40000000014 1824.1530505172111 54221682.552179195 788320.00000000012 193119.05086859522 101312.4064618227 4.3148268223354771 3110256.0000000005 1435539.0000000002 602.61866201275996
left_child=-1 2 3 -2 5 -3 -6 -7 10 17 19 22 13 14 -13 -16 -17 -10 -5 20 -8 -21 23 -11 25 26 -4 29 -29 -28
right_child=1 4 24 18 6 7 8 -9 9 11 -12 12 -14 -15 15 16 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.09521869934503141 -0.080707396424210279 0.057997790189271065 -0.051549666233424413 0.012519950469624548 0.090864161307722568 -0.088146395874343392 -0.10162513219740919 0.032862662854042123 0.097082685165402388 -0.025911992317044469 -0.099995705530412926 0.039239653937526868 -0.10935730104522404 0.065014390794205887 -0.082416694652099512 0.05087449966339791 -0.068508429839667193 -0.039064439409217 -0.092653058088359996 0.086760654602675458 0.064232763699689527 -0.015080111502094415 0.10146803351307279 0.077188217699815112 -0.042859411018338012 0.054799112500443031 0.054086394619718731 0.093131411860217381 -0.063220659598882831 -0.002123745640181036
leaf_weight=1.1587606050545662 4.4840889800026726 8.1459737415788052 3.152022590977146 4.3233056280078017 1.4227789351716627 1.5083861231069016 1.8224437919634531 1.5624319244234355 2.7722517126239867 2.6547291018068817 2.2938409616181161 2.252734673558729 1.3222698690369732 1.5706830419367186 4.202398813678883 2.2214946030871947 1.3765688316198064 0.71389536152128119 1.1336168468769754 1.3403057262767104 0.54441651279921632 3.0448052401188761 1.5633155567338688 1.3880664065363815 4.6628417453030115 3.5838682359899385 5.6267803972587052 0.61694991833064605 3.5852192746242508 11.733785714110125
leaf_count=13793 21532 4216 157 3601 30 266 119 106 72 60 130 87 30 29 182 61 30 31 1548 31 13 138 36 31 291 174 348 26 144 688
internal_value=0 -0.00116771 -0.0109209 -0.0415254 0.00840229 0.0348438 -0.000721553 -0.026577 -0.00491359 0.00710151 -0.0341861 -0.00456784 -0.0217612 -0.0117967 -0.0237974 -0.0420022 0.00520026 0.0692024 -0.00932861 -0.0118287 -0.0634751 0.0160474 0.0351366 0.00948677 -0.00169074 0.00509273 -0.00211515 0.00511114 -0.0402655 0.0160947
internal_weight=0 86.6263 42.9025 9.94101 43.7238 11.2168 32.507 3.07082 31.0842 22.0384 9.04581 18.5523 12.9461 11.6239 10.0532 7.80046 3.59806 3.48615 5.45692 6.75197 2.36686 4.38511 5.60611 4.0428 32.9615 28.2986 24.7148 21.5627 4.20217 17.3606
internal_count=48000 34207 28509 26681 5698 4588 1110 372 1080 649 431 546 419 389 360 273 91 103 5149 301 132 169 127 91 1828 1537 1363 1206 170 1036

Tree=62
num_cat=0
split_feature=17 80 95 31 63 132 7 23 66 25 15 118 39 44 52 76 167 21 18 157 97 43 31 4 60 149 9 72 147 110
split_gain=0.916429 1.10413 1.08605 1.07397 1.02615 1.07389 0.901962 0.822897 1.6351 0.925259 0.990836 0.773463 1.15368 1.07482 1.14784 1.25904 1.69185 1.0632 0.980058 0.974884 1.52157 1.29671 0.958329 0.965794 0.956446 1.24243 0.901566 0.853855 0.834223 1.10758
threshold=2695.81312996516 101245.28000000001 64199.520000000011 156.10268972364494 921.00000000000011 2453.0000000000005 12031.000000000002 4155022.0000000005 2290.2019382227436 5917944.0000000009 2719.0000000000005 8381528.0000000009 1975.0000000000002 13267.000000000002 8368744.0000000009 539178.24960692169 3.0000000000000004 1677329.0000000002 637.00000000000011 8093.0000000000009 141.00000000000003 41182.000000000007 308.17958145042991 40.011666404385544 155856.00000000003 43996800.000000007 699.00000000000011 343513.496753101 588707.33929040073 68.489476845582047
left_child=1 2 4 -4 -1 -6 7 8 -3 -9 -11 12 17 -13 18 19 -17 -2 -15 26 24 -22 -23 -24 -21 -26 27 -16 29 -14
right_child=11 6 3 -5 5 -7 -8 9 -10 10 -12 13 28 14 15 16 -18 -19 -20 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.097261985954396793 -0.090869808406556229 0.093680666653949002 0.066023427207545823 -0.069658295774188889 0.085859603822343769 -0.10185690268262122 0.092165181502454341 -0.018612257305556341 -0.089921050689607374 0.072514932219884254 -0.049316083731095188 -0.064960245349579837 0.062930242687002008 -0.063514329748941681 -0.030814475558760407 0.05502444596252562 -0.07561365306380366 0.028111558908965124 0.08806350580063621 0.074003150540565152 -0.083175420603817288 -0.076436661774226408 0.078551491525283415 -0.041174083372328314 0.070903285647108891 -0.055729470349042236 0.099540983068602318 0.071851226279352018 0.084298336367675156 -0.014556020508687238
leaf_weight=4.0147910418335178 1.4025199390234768 1.8943272483193134 1.3795248515125424 1.0108504530144271 0.7211126060101376 0.52783016402463545 0.92568010705872339 26.983668916749597 0.65200227545574296 2.3363557320553805 0.93458769202698011 2.4282846845453632 3.6770724447705998 3.5227829145733294 1.5855173389427428 1.4473619705531735 3.1463845378020778 1.6168130394071338 0.48532636440359045 3.9044509655795974 2.4704292959067971 0.98472473397851024 1.9569484877283687 1.0275494753150267 1.3819307819940152 1.7634986676275728 2.742406387522351 1.6563909079413859 3.3389774154638872 3.7018118143168977
leaf_count=37245 115 74 698 835 842 903 64 3519 18 58 41 154 1278 163 34 29 69 23 15 84 65 37 56 35 34 43 78 32 86 1273
internal_value=0 -0.0129629 -0.0472515 0.00864586 -0.0726357 0.00652656 -0.00518131 -0.00792853 0.0466684 -0.0125236 0.0377049 0.00773986 0.027443 -0.00113327 0.00438716 0.0126386 -0.0344532 -0.0271569 -0.0451604 0.0237472 0.00884471 -0.0262957 0.009106 0.0373305 0.0409434 -9.39184e-05 0.0573397 0.0216406 0.0428244 0.0240572
internal_weight=0 41.3807 7.65411 2.39038 5.26373 1.24894 33.7266 32.8009 2.54633 30.2546 3.27094 44.2412 13.7372 30.504 28.0757 24.0676 4.59375 3.01933 4.00811 19.4738 13.4895 6.43965 3.96922 2.9845 7.04988 3.14543 5.98431 3.24191 10.7179 7.37888
internal_count=48000 44297 40523 1533 38990 1745 3774 3710 92 3618 99 3703 2775 928 774 596 98 138 178 498 354 193 128 91 161 77 144 66 2637 2551

Tree=63
num_cat=0
split_feature=94 21 151 149 149 107 121 66 40 74 33 36 128 77 22 115 61 118 39 79 119 8 161 37 79 91 7 66 99 11
split_gain=0.828406 0.660622 1.02802 0.774544 0.840587 0.707177 1.05845 1.38282 1.15463 1.12712 1.09753 1.09269 1.1171 0.998822 1.18565 0.946623 0.916508 0.927534 1.42386 0.848282 0.837584 0.817158 0.804533 0.826848 0.748761 0.738002 0.735027 0.733648 0.993165 0.775294
threshold=71734.560000000012 4329318.0000000009 25220369.729790051 10828040.000000002 32003050.000000004 21696.000000000004 55.000000000000007 252.04598233011984 2311545.0000000005 437480.84191245347 10365.500679669158 107.00000000000001 96604.756489061692 202867.06590910166 1976147.0000000002 815.00000000000011 671483.00000000012 5031752.0000000009 2296678.0000000005 119990.00000000001 7424155.0000000009 477260.00000000006 4256357.0000000009 681750.00000000012 85330.000000000015 190135.43884666639 1094.3873274327602 1.0000000180025095e-35 8292.0000000000018 2094499.0000000002
left_child=-1 5 -3 -4 -5 6 7 8 9 13 15 20 -13 19 -15 -8 17 18 24 -2 21 22 23 -9 -10 -11 -17 28 -7 -29
right_child=1 2 3 4 -6 27 10 11 16 25 -12 12 -14 14 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.092917965774488243 -0.10062097215385156 0.097601321421335957 0.051499451970082578 -0.10359841282568626 0.031763864989810008 -0.060215159696851206 0.09139600795985682 -0.07290497150639047 -0.069756809850803764 0.078076333176467172 0.036909941771314306 -0.1136187681893932 0.060999029341727011 0.038222616583639409 -0.085822847318273512 -0.089768180258146812 -0.10388232486085845 0.074145777809731542 -0.087080362186284704 0.069613254236257846 0.11077971159161733 0.10087370371174294 0.10553782297300407 0.053901314194235453 0.074693403340303388 -0.046643029530321456 0.087860528989089581 0.054586046530025849 0.065631132478860474 0.0052369860622834795
leaf_weight=0.99254049030875435 0.37939863300199927 1.6879545445553947 1.7019263886613774 1.0077623738907275 0.84211681503802527 3.1797417908819621 0.3407268876362658 7.8752581984263017 0.43590507794578748 1.7652115094897456 1.1790119834877257 0.4512676459817152 1.9472936871352429 0.97633224327682544 3.6555725061698467 4.6891447448841834 0.43360510072670955 4.7617362836608663 1.1135862272203665 1.2811807507932824 0.32281711883843023 0.33182661444880146 0.28732751309871751 0.5501350411614111 2.0298762942657049 0.64884371119562079 0.24513603537707229 3.5122710233154057 0.78116599400527764 34.012613138082088
leaf_count=13793 738 108 32 26 34 478 978 1588 189 766 487 45 78 3458 3942 16606 24 268 108 332 6 21 6 41 211 1352 36 726 36 1487
internal_value=0 -0.00101137 0.0333491 0.00281394 -0.0419777 -0.0033439 -0.013662 -0.00557354 0.0122653 -0.0135352 -0.0503159 -0.0320777 0.0281463 -0.0358208 -0.059676 -0.0698117 0.0378654 0.0452341 0.00677201 0.0307192 -0.0474984 -0.0531476 -0.0590135 -0.0646252 0.0491572 0.0445546 -0.0809436 0.0055355 -0.0353959 0.00985598
internal_weight=0 82.4267 5.23976 3.55181 1.84988 77.187 35.7012 29.2472 17.4812 8.70654 6.45402 11.7659 2.39856 6.29248 4.6319 5.27501 8.77471 8.3411 3.57937 1.66058 9.36736 9.04455 8.71272 8.42539 2.46578 2.41406 4.93428 41.4858 3.96091 37.5249
internal_count=48000 34207 200 92 60 34007 31280 13173 11388 10588 18107 1785 123 8470 7400 17620 800 776 508 1070 1662 1656 1635 1629 400 2118 16642 2727 514 2213

Tree=64
num_cat=0
split_feature=96 72 71 97 127 38 95 128 29 104 43 108 119 60 17 8 150 102 9 37 151 112 5 50 125 11 148 120 86 72
split_gain=0.751104 0.594659 0.588963 0.581016 0.54516 0.577572 1.17601 1.29145 1.23672 1.12526 1.17568 1.04514 1.37439 1.21281 0.96841 1.1655 0.905532 0.902386 1.19279 1.67895 1.58425 1.05859 1.12456 1.06025 1.00055 1.31838 0.96018 0.897688 0.877562 0.876635
threshold=405598.56000000006 304846.64851942001 105750.00000000001 11.000000000000002 201405.00000000003 38155.000000000007 1.0000000180025095e-35 93594.765979525575 192.53859604570246 970722.00000000012 102814.00000000001 189.00000000000003 394039.00000000006 164495.00000000003 16109.000000000002 16149.000000000002 6057.0000000000009 1498414.0000000002 2189.0000000000005 545511.00000000012 4707043.0000000009 1494.771836469396 1.0000000180025095e-35 5.0000000000000009 4682063.5953151919 1749723.0000000002 24787.000000000004 8137.0000000000009 103777.46107383595 442420.00000000006
left_child=1 -1 -2 -3 5 11 7 8 9 -7 16 12 13 -4 15 27 -11 21 20 -20 -19 23 24 26 25 -23 -9 -13 -29 -8
right_child=2 3 4 -5 -6 6 29 17 -10 10 -12 14 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.095804113211012898 -0.078289085691603491 0.039994611718857404 -0.0035546120893485073 -0.10051244102188804 0.095118294882886742 0.029403228103270437 -0.055844124149748389 -0.10206923248225817 0.084552127154158843 0.037283855545264581 0.061884222029088769 0.073223098906876102 -0.064853254591116891 0.082856167157534841 0.095354144521231865 0.064681539200092494 -0.07686160772635818 -0.039095695057561747 -0.024482870382571634 0.058924084814446137 0.066651966268927637 0.062845584504779686 -0.057854558937377745 -0.064470617909682365 0.07670366728782492 -0.091001597364829476 0.091760967746305655 -0.08624841676588707 0.051888870174672058 0.0051670151852200247
leaf_weight=1.4979422884120244 0.95293722149653959 0.92986660973408486 8.4002777543355496 0.43057790618328884 0.6081227308313818 2.0512360256798248 7.0238675641267019 0.27053147571132097 0.90925413207151073 0.77338163088643153 0.80341277126717603 0.75742062542121713 2.8841646781947921 2.0136067967978297 2.371421715739416 3.0315267204714473 6.8577134654951806 9.466831744648518 4.1196147181617544 5.8272347417077981 1.666035572066902 1.0917572912148901 1.9198289025734991 0.55784079008662946 2.4767836838582298 1.1372080617074969 4.621136958081479 1.8234792097719039 0.61499809062661359 3.542989813729946
leaf_count=23965 464 3735 820 3971 27 746 2148 712 84 660 35 87 531 104 87 118 6780 357 285 157 30 302 291 64 89 281 540 329 55 146
internal_value=0 -0.0523364 -0.000151102 -0.00447558 0.000808174 6.34721e-05 -0.00539498 0.00171902 -0.0273233 -0.0370244 -0.0531794 0.0138029 -0.00376502 0.0131536 0.0409716 0.0202626 -0.0652934 0.0117006 -0.000785748 0.02438 -0.0232705 0.0334983 0.00664575 0.0661459 0.0329603 -0.0156466 0.0810413 -0.0218718 -0.0514094 -0.0353875
internal_weight=0 2.85839 78.5746 1.36044 77.6217 77.0136 55.1167 44.5498 11.395 10.4857 8.43451 21.8969 13.298 10.4139 8.59885 6.22742 7.6311 33.1548 21.0797 9.94685 11.1329 12.0751 6.62558 5.44951 4.70575 2.22897 4.89167 3.1959 2.43848 10.5669
internal_count=48000 31671 16329 7706 15865 15838 13707 11413 8305 8221 7475 2131 1455 924 676 589 7440 3108 829 442 387 2279 963 1316 672 583 1252 471 384 2294

Tree=65
num_cat=0
split_feature=148 150 156 40 155 92 43 85 31 132 63 95 10 54 72 154 143 92 110 151 65 97 162 101 38 149 106 37 42 99
split_gain=0.747365 1.29009 0.806509 0.9803 1.08213 1.02866 0.978409 1.1109 0.959616 0.945988 0.815559 0.790412 1.06529 0.913245 1.08678 0.980997 0.904726 0.777308 1.16945 0.816397 0.764649 0.73494 1.08619 1.05479 0.981212 0.937294 0.810062 1.73825 0.973396 0.76337
threshold=85965.000000000015 4049105.0000000005 3095.5415705411606 649048.00000000012 166290826.9886916 3351.7330165169651 8109.0000000000009 2523.0000000000005 5847.0000000000009 12168.000000000002 1223.0000000000002 525612.00000000012 1470835.0000000002 413049.74393933121 304846.64851942001 13.666594521949948 98468.000000000015 16.098169088586641 1524.3123430598705 189.00000000000003 4924.0000000000009 15.000000000000002 4688218.0000000009 72248.000000000015 12716572.000000002 29530176.366725393 398474.00000000006 1955214.0000000002 138375.00000000003 101299.00000000001
left_child=1 11 3 4 8 -5 7 20 10 -8 -2 13 -13 14 -1 -15 -14 19 -19 -16 -4 23 29 24 -11 -26 27 28 -24 -23
right_child=2 -3 6 5 -6 -7 9 -9 -10 21 -12 12 16 15 17 -17 -18 18 -20 -21 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.087679981197028356 -0.056014844105632802 -0.071204167791966283 0.10964772064334367 0.07380303769013212 -0.088857716913205653 -0.038429785445504079 0.062952032385746176 -0.089820922474553644 -0.067595638523457499 0.058594406008938074 0.081413360333695728 0.064263082178261197 -0.048634909977910749 0.0070246443135163015 0.097157716191279733 -0.080317393927023251 0.11953639813874242 -0.078808675906907613 0.07256573699331241 -0.10078444370375879 -0.057278436169961623 -0.0010566003095992457 -0.083608794617133775 0.070292490930203788 0.051549023674857003 -0.052740310111022752 -0.082239009607310329 0.10847175196175285 0.072399604569202358 0.10471987151078224
leaf_weight=3.2228233785197302 0.5439699970302162 3.4863918090268262 0.58677010249812089 5.1981763234216487 1.1485050737392155 0.96885512582957733 2.5356335792457676 2.3838836916547734 0.8783160822931676 1.9598308132262916 2.0945120442775078 3.2357950173063719 2.0933105032308963 13.609045320936273 0.99179552787973102 1.4201319715430134 0.37760478880954895 1.9822548725530285 0.68732408968935477 0.26378266579195042 0.51551063664373942 14.224676818179432 2.0716910713817924 3.1118064902257174 1.1575106533709911 3.3730499038938433 3.0723146480740979 0.8931830497458576 0.49561767745763052 0.71664431053795929
leaf_count=28720 49 736 16 196 47 25 71 270 23 45 52 374 228 6455 720 502 8 7665 233 548 30 547 76 94 13 67 82 23 40 45
internal_value=0 -0.0138533 0.00600036 0.030006 -0.00458127 0.056171 -0.00100909 -0.0514354 0.0229415 0.00422103 0.0530801 -0.00668255 0.0265077 -0.0152232 -0.0446482 -0.00122845 -0.022935 -0.00931614 -0.039835 0.0555723 0.0315803 -0.000571057 -0.0108545 0.0224266 -0.000522624 -0.0260955 -0.0448671 -0.0116873 -0.0534915 0.00401685
internal_weight=0 31.3703 47.9305 10.8323 4.6653 6.16703 37.0981 3.48616 3.5168 33.612 2.63848 27.8839 5.70671 22.1772 7.14798 15.0292 2.47092 3.92516 2.66958 1.25558 1.10228 31.0763 21.4741 9.6022 6.49039 4.53056 6.53281 3.46049 2.56731 14.9413
internal_count=48000 46189 1811 392 171 221 1419 316 124 1103 101 45453 610 44843 37886 6957 236 9166 7898 1268 46 1032 813 219 125 80 221 139 116 592

Tree=66
num_cat=0
split_feature=17 134 107 48 97 69 155 108 14 19 108 121 155 151 46 17 129 24 69 150 127 30 121 34 91 167 166 96 127 165
split_gain=0.695177 0.986325 1.34741 1.22076 0.970688 0.968423 1.22138 0.993426 1.10379 0.961827 0.851941 0.914041 1.07937 1.07784 0.843377 0.960552 0.774556 0.680248 0.6668 0.673109 0.643517 1.04505 0.901772 0.831771 0.710223 0.862384 0.821234 1.51445 1.17846 1.45395
threshold=2695.81312996516 31705.062490020606 45204.000000000007 116753.00000000001 82851.65988195462 894629.00000000012 57116995.000000007 43.000000000000007 12084.000000000002 138181.67036503335 723.00000000000011 7.0000000000000009 17361820.000000004 117.00000000000001 18027473.000000004 1299.0000000000002 188.35599001473915 12463020.000000002 1130813.0000000002 6439.0000000000009 36366.095315823324 2506.3546966568733 279.00000000000006 11706.211283360954 1.0000000180025095e-35 3.0000000000000004 214202.00000000003 5773577.7600000007 720.39945566090512 62416.000000000007
left_child=1 3 14 4 5 7 10 8 -1 -5 11 12 13 -7 15 -3 -15 -16 -8 -20 22 -22 23 24 25 -2 27 -26 29 -29
right_child=20 2 -4 9 -6 6 18 -9 -10 -11 -12 -13 -14 16 17 -17 -18 -19 19 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.045839596099516211 0.070812742903828205 -0.061069595282165712 0.050301655032105035 -0.079513411069333462 -0.091256240239356315 0.061784818968608525 0.079357735289233469 -0.095047679031979415 0.063136899006225974 0.11324146500418436 0.078265470247891045 -0.06220981313204367 0.080172875589407749 -0.088432906429517011 0.098198054898975512 0.075185649635728061 0.10603057345862661 -0.052766056223062734 0.080861205747870743 -0.058544192498499792 -0.071747310040748843 0.051344343422900521 -0.052956996234039468 0.082502384504275619 -0.054248260146395715 -0.073180927234853407 0.024643380359426707 -0.0082361887833679436 -0.030749344930395314 0.084109123901701846
leaf_weight=2.9058489555202938 3.2679422783694458 3.6790511376275372 5.2374020742900029 4.421572882703912 1.4424459281035513 1.2002464569959541 0.47295281834521929 2.0951240661233896 1.3665309813768542 0.2749714609235524 2.5848568936562515 1.3688395001045135 2.3378922464034986 1.4863324378275136 0.90936885686824076 0.60205255644541456 0.23755830258596677 0.44432465313002467 0.38093269220553327 3.816134158809291 2.3067366088725971 0.98393068660516281 2.0662542399113581 1.7363727917800122 5.0618729181696862 0.47657991724554438 13.225795110934994 3.4544180915690941 4.0513569360628026 3.3666455898201093
leaf_count=21688 275 858 170 1994 208 85 68 16231 1238 4 390 607 121 164 30 35 5 29 19 353 70 36 675 51 1162 447 680 72 135 100
internal_value=0 -0.0115613 0.0137866 -0.0220033 -0.0119969 -0.00635199 0.00845563 -0.0386433 -0.0109832 -0.0682281 0.0295679 0.0105846 0.029521 -0.010976 -0.0201532 -0.041908 -0.0616351 0.0486469 -0.033207 -0.0458915 0.00742172 -0.0349421 0.0112195 0.0150475 0.0114879 0.0524861 0.00622317 -0.00906598 0.0119695 0.0373423
internal_weight=0 37.2644 10.8722 26.3922 21.6957 20.2532 13.8857 6.3675 4.27238 4.69654 9.21573 6.63087 5.26203 2.92414 5.6348 4.2811 1.72389 1.35369 4.67002 4.19707 39.9979 3.29067 36.7072 34.641 32.9046 3.74452 29.1601 15.9343 10.8724 6.82106
internal_count=48000 44297 1122 43175 41177 40969 1812 39157 22926 1998 1372 982 375 254 952 893 169 59 440 372 3703 106 3597 2922 2871 722 2149 1469 307 172

Tree=67
num_cat=0
split_feature=40 156 163 2 16 49 121 146 36 127 69 121 157 87 86 134 114 13 156 110 105 101 157 149 74 14 77 165 128 118
split_gain=0.698146 1.05846 1.24866 1.16794 0.922189 1.07426 1.06113 1.09348 0.886661 1.26447 1.21654 1.10461 1.26948 1.00062 1.36598 0.872027 0.869273 0.894061 0.861205 0.849924 0.826248 0.806581 0.789063 1.11424 0.992613 0.975442 0.891678 1.39992 0.764921 0.761894
threshold=3418141.0000000005 2816.1500000000001 4348112.0000000009 479761768.35101503 3164698.0000000005 638141.00000000012 19.000000000000004 7408726.0000000009 21029.000000000004 9652.556025276479 3955040.0000000005 11.000000000000002 14.28320082729738 247930.00000000003 2655.0000000000005 54050.196480818086 12957.000000000002 428540.00000000006 29075.040000000005 517.00000000000011 2945333.0000000005 26078.000000000004 3716.4685553069444 13948260.000000002 449136.62083798333 41975.000000000007 461094.19276647834 2244522.0000000005 239.00000000000003 4305731.0000000009
left_child=8 19 3 4 -3 6 7 29 9 11 16 13 -13 14 -1 20 17 -10 21 -2 -7 -4 23 -15 -25 -24 27 -27 -9 -6
right_child=1 2 18 -5 5 15 -8 28 10 -11 -12 12 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.078558039846423039 0.068283946551654137 0.063101517390700398 -0.013032559235096962 -0.093588327503153795 -0.10720667580665899 0.052068215588506987 -0.077347862592060737 0.030197472393294306 0.074557713850533003 -0.056241179714101044 0.067545666087911113 0.078888678504911186 -0.048881730288185571 0.018179844486563883 -0.066638527596257255 0.088850305764081983 0.10807540920073982 -0.10468576194364264 -0.02257545436725078 -0.0039256464902623113 -0.095447460063404155 0.074161039194906672 0.10294073319847008 -0.10049657922374229 0.025712463664495273 -0.088927848034103016 0.058629907752852685 0.094421084263632882 -0.1040842844740513 0.020487920867588896
leaf_weight=0.80232269399379497 4.6815910799632539 1.7171433301555321 1.3997841267846514 1.6883092841017049 0.50632394549029225 0.81720173939538587 3.1840347749748608 0.56747905135853249 0.35874054113082721 6.3587862430285886 3.1279143078718334 0.86013602412276569 8.1053484396494344 8.0841832838486898 3.367259176996777 1.6209268389502538 0.35711205936968315 1.2407161553310286 2.0358856961247511 2.5006836770553491 0.70921471551991999 4.382293129543541 1.9453711449932587 1.7585715422064816 0.96517391107408901 1.3508226702469981 2.396156063026865 0.60202688601566468 1.6802912047714924 6.0547446033451706
leaf_count=2434 513 200 26 300 54 47 537 17 139 577 87 267 29445 5344 6031 39 5 139 74 244 47 215 131 462 31 117 41 15 89 333
internal_value=0 0.00911026 -0.000161157 -0.0142912 -0.00634941 -0.0142263 -0.027872 -0.00998856 -0.0102705 -0.015707 0.0288591 -0.00718285 -0.0366236 0.00522559 -0.0386994 0.0377707 -0.0329881 -0.0644834 0.033358 0.0431424 -0.0164716 0.0530523 0.0159346 -0.000457463 -0.0557737 0.044081 0.0177523 -0.0324048 -0.0701831 0.0106336
internal_weight=0 33.5459 26.3636 18.5457 16.8574 15.1402 11.9929 8.80884 41.6806 36.5962 5.08448 30.2374 8.96548 21.2719 4.16958 3.14734 1.95657 1.59946 7.81796 7.18227 1.52642 5.78208 17.1023 10.8079 2.72375 6.29438 4.34901 1.95285 2.24777 6.56107
internal_count=48000 2735 1978 1663 1363 1163 1030 493 45265 44895 370 44318 29712 14606 8465 133 283 278 315 757 94 241 6141 5837 493 304 173 132 106 387

Tree=68
num_cat=0
split_feature=17 134 71 107 66 167 25 129 25 112 163 159 71 87 21 69 14 41 157 129 26 47 44 64 79 100 140 94 28 120
split_gain=0.597596 0.791078 1.0921 1.05501 0.87744 1.21638 0.975769 0.726652 0.686909 0.683767 0.658424 0.940565 0.920093 1.06137 0.930153 0.882364 0.646747 0.638719 0.633266 0.631419 0.585502 0.624172 0.584406 0.573499 0.565985 0.539674 0.532885 1.06711 0.85687 1.05086
threshold=2695.81312996516 31705.062490020606 176090.00000000003 45204.000000000007 626.36499131542826 27755.000000000004 5917944.0000000009 233.62285230867832 426396.00000000006 7026.9504053271394 1599313.0000000002 1898665.0000000002 364504.28037776134 8390.0000000000018 4329318.0000000009 8466866.7250972968 807826.00000000012 17673.000000000004 23023.000000000004 64.025762325626502 19.505800387617615 10314969.000000002 117730.00000000001 197.00000000000003 80170.000000000015 487004.00000000006 69150.864570814985 24870534.720000003 29892.000000000004 1481.0000000000002
left_child=1 2 7 8 5 6 10 16 -3 20 12 -12 13 -4 19 24 -1 26 -5 -15 -10 -22 -6 -7 -14 -13 28 -28 -2 -30
right_child=17 3 4 18 22 23 -8 -9 9 -11 11 25 15 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.092092330968422065 0.02059509243562432 0.066320288061492885 0.090098011050696647 0.064209921216629232 -0.076394471322723617 -0.10040686036174742 0.075935581313658768 0.058776980356063817 -0.08437217009506022 0.029248740618782795 0.07532904751953115 -0.051559347245951494 -0.080820899963250578 -0.08542369323981952 0.10784762922383272 -0.10607911218866745 0.10996407964879978 0.085641560349182355 -0.022054563946442406 0.03114958897318984 0.09409863547788265 -0.073089099470334318 0.0095518532434799731 0.083513680139880184 0.056769620377805023 0.068733591891216347 -0.092923150344590144 -0.0013301396100494009 0.063980829687436722 -0.063760769829527594
leaf_weight=3.4343557712108992 21.744976661948389 0.80370850990402498 0.4687839621865012 3.8913813467370346 2.9462387876919811 0.18513901615005979 1.163739533512852 0.40329294625917089 2.3509620209806603 1.2348588603053938 1.5564030363166232 1.7543265128333589 0.3482377550133372 5.2081478435639204 0.29236052557826031 0.51983478845795605 0.16607260305318039 1.0081192962825287 1.0891701510408891 0.51015655102673907 0.44784218538552512 0.4453787068487145 1.0815907198702914 2.0121911292735604 2.1132162326625208 0.47364105837186787 1.4476000608592574 10.485533740953541 0.8507595755909273 2.649733184807701
leaf_count=9103 2865 300 279 138 506 642 34 182 483 121 105 153 3738 25942 4 20 7 72 32 284 15 33 33 599 1517 27 153 294 35 284
internal_value=0 -0.0110011 -0.0207182 0.0123252 -0.0114441 -0.00128821 -0.0118572 -0.0685141 -0.0188058 -0.0340807 -0.0195708 0.0156817 -0.0336721 -0.0548258 -0.0661287 0.0123027 -0.0827723 0.00710187 0.0453452 -0.0750236 -0.0581862 0.0107353 -0.0533154 0.0680172 0.0373038 -0.0259864 0.00497222 -0.0124412 0.0132033 -0.0327145
internal_weight=0 34.901 24.6377 10.2633 20.634 16.6062 14.4088 4.00372 5.28275 4.47904 13.2451 3.78437 9.46074 6.47945 6.01066 2.98129 3.60043 38.1867 4.98055 5.7183 3.24418 0.893221 4.02783 2.19733 2.46145 2.22797 37.1786 11.9331 25.2455 3.50049
internal_count=48000 44297 43175 1122 33883 33344 32103 9292 952 652 32069 285 31784 26509 26230 5275 9110 3703 170 26226 531 48 539 1241 5255 180 3631 447 3184 319

Tree=69
num_cat=0
split_feature=40 165 163 23 45 135 46 161 88 17 36 127 69 121 157 119 101 127 79 114 115 147 87 18 102 144 137 91 69 40
split_gain=0.567782 0.979736 1.05168 0.935667 0.990627 0.83445 0.793585 0.760679 0.790513 0.901492 0.758935 1.10071 0.988051 0.832153 0.992289 0.803446 1.2793 0.971192 0.854909 0.796692 0.779536 1.16931 0.850106 0.858273 0.777793 1.10865 0.764562 0.950251 0.757616 0.742279
threshold=3418141.0000000005 2586840.0000000005 1599313.0000000002 5719914.0000000009 143303.00000000003 388484.29092910496 687323.00000000012 684567.00000000012 20496142.000000004 1157.0000000000002 21029.000000000004 11613.65383581316 3955040.0000000005 11.000000000000002 14.28320082729738 1603358.0000000002 16433.000000000004 2593.9063712223628 36290.000000000007 15395.000000000002 538173.00000000012 485821.00000000006 423880.00000000006 87.000000000000014 791221.00000000012 24724.000000000004 188634.16421370252 189248.1881021263 6910746.0000000009 2212852.0000000005
left_child=10 2 7 -3 -5 6 -6 8 9 -2 11 13 26 15 -15 17 -17 18 -1 24 21 22 23 -16 25 -13 27 -12 -18 -14
right_child=1 3 -4 4 5 -7 -8 -9 -10 -11 12 19 29 14 20 16 28 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.064538803803101036 -0.051313057687587572 0.076447609119970575 0.044243468428549176 -0.041175254431630705 0.11463528798525342 0.061757197668311517 -0.040882675377635007 -0.052221391088020125 0.082516985153839595 0.050338770425101514 -0.1096277370880146 -0.097053339473685468 0.092317651276152463 0.07159362327171763 -0.06096629662349734 0.079868649829992311 -0.080476698632597224 -0.06523941836338859 0.012225127189777286 0.061211547433988746 -0.090346717503045362 0.062495551830941215 -0.099725346308207966 0.058035789439310925 -0.099383083667415953 0.084142035067225007 -0.10054316587202497 0.10174083118623745 0.061889446986148303 -0.021988531196702944
leaf_weight=1.6429568084422523 2.0264335900865329 1.1183434499835119 10.532508223881448 7.8329873250186193 0.37849147419910911 2.2072486389661208 2.4654769833723549 2.3366512981447158 1.3420321394223718 1.5319964867885572 0.32089442399046564 0.69055756721718242 2.2243238741066311 0.82090662249538482 1.4023227540935148 2.9466111709043608 1.0616958232058094 2.4286198420777501 12.403921117876587 0.50151010882109393 2.4862194187153364 1.2423187416134167 1.8118080412168636 1.0673547468948479 3.0949244798503059 0.66080337797757238 0.83730506122810766 0.63080596009240253 0.57691442035138596 0.76297005428932596
leaf_count=6959 790 49 518 723 7 78 158 196 56 160 186 233 69 270 15097 161 86 1223 6222 11 421 63 12018 1880 195 42 34 63 14 18
internal_value=0 0.00848933 0.0240775 -0.0112925 -0.0189083 0.0156213 -0.0201855 -0.00527094 0.0171161 -0.00754931 -0.00945577 -0.0145806 0.0279259 -0.00734905 -0.0331158 0.00345517 0.040479 -0.00684876 0.00324663 -0.0582693 -0.043847 -0.0229178 -0.0477014 -0.00953552 -0.0717459 -0.00845043 -0.030847 0.0304716 -0.0303531 0.0631233
internal_weight=0 31.7722 17.7696 14.0025 12.8842 5.05122 2.84397 7.23711 4.90046 3.55843 39.6157 34.8394 4.7763 29.8916 8.83093 21.0607 4.58522 16.4755 14.0469 4.9478 8.01002 5.5238 4.28149 2.46968 4.44629 1.35136 1.78901 0.9517 1.63861 2.98729
internal_count=48000 2735 1720 1015 966 243 165 1202 1006 950 45265 44895 370 44414 29749 14665 261 14404 13181 481 29479 29058 28995 16977 470 275 283 249 100 87

Tree=70
num_cat=0
split_feature=7 69 64 71 63 69 14 143 127 78 108 1 124 113 11 79 2 108 65 75 139 125 2 36 160 69 101 40 133 97
split_gain=0.521839 0.492687 0.524446 0.439248 1.07114 0.954855 0.730069 0.87614 0.873795 0.987536 0.983499 0.703526 0.854273 1.0409 0.835325 0.822961 0.885353 0.813717 0.80376 0.924989 0.698349 0.913822 0.982227 0.684619 0.659157 0.652798 0.799363 0.647826 0.802596 0.642596
threshold=112682.00000000001 35887.000000000007 1.0000000180025095e-35 361580.0253681544 382.12331580178756 8466866.7250972968 64699.000000000007 455849.8126155021 7402.9645539243365 287325.13111053483 883.00000000000011 14.331808603796096 1776.2989351782028 5502.6428521126463 5377008.0000000009 54490.000000000007 106841167.62060572 83.000000000000014 2497.0000000000005 330674.72735414683 227786.13171269684 19575648.000000004 610345805.23952711 48154.000000000007 2043224.0000000002 37559.000000000007 653816.00000000012 2029988.0000000002 508.18748716553711 76635.975353904229
left_child=1 2 -1 4 6 20 8 -8 9 10 -3 12 15 -14 -15 -6 -17 -13 24 23 21 22 29 27 -19 -11 -27 -20 -29 -5
right_child=-2 3 -4 5 11 -7 7 -9 -10 25 -12 17 13 14 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.057822772152720539 0.090809482694367977 -0.012921602446947662 -0.084936230433781026 0.041457862757064347 -0.062591897426243645 -0.019144083608614304 -0.092567735585788583 0.091295153009051708 -0.089066279956306074 0.1282095169805943 0.084850020487498568 0.094442682022858077 0.043593226949413172 -0.096550913247574019 -0.024017908374099999 0.039522061912587059 -0.093203929490424622 -0.089247048569075185 -0.10104320724141372 0.070687470746394962 -0.10602377794503946 0.087743767981062176 -0.058868656363045696 0.066361022273522044 0.069986913770173867 -0.087095195682086499 0.042812604297992954 0.074282693217977883 -0.051974036285792814 -0.0022424437348920537
leaf_weight=0.32082704100269666 0.60847916557395265 2.5214060787402612 1.3002503169089328 8.8818777047552988 1.1393837101350124 8.2468919397215341 2.7398879358443078 0.28624685353133816 1.4516675241738992 0.19756263646741024 1.7380319533913278 1.4223849409208913 1.7595014817470644 2.0532259489154949 7.0037488345406018 6.4010112909236341 0.54540204942895787 0.28767387458537852 1.3758127204127961 1.1414904505545562 0.41744406186626193 2.0441672861052202 1.5515474107978651 0.62987145414808754 2.6991220760392025 2.2510233610501023 0.59990083097000013 0.7101365880807865 1.730194365722127 5.4171415873061042
leaf_count=2471 73 1402 13943 2598 1020 241 3044 9 360 147 382 159 687 910 576 1894 619 329 117 49 14 61 589 34 82 15701 152 22 77 238
internal_value=0 -0.0022061 -0.0566828 -0.000892799 -0.0074229 0.00911038 -0.0328309 -0.0751759 -0.0182022 -0.00412554 0.0269734 0.00293912 -0.00840759 -0.0267882 -0.0404612 0.0161804 0.029101 0.0243941 0.0127738 -0.00961124 0.0218348 0.0248174 0.0167021 -0.0302275 0.0546503 -0.0475779 -0.0597596 -0.0461699 -0.0152333 0.0249021
internal_weight=0 68.8648 1.62108 67.2438 40.6847 26.5591 11.7857 3.02613 8.75959 7.30792 4.25944 28.899 18.9023 10.8165 9.05697 8.0858 6.94641 9.99669 8.5743 5.58751 18.3122 17.8947 15.8506 4.44602 2.9868 3.04849 2.85092 3.81614 2.44033 14.299
internal_count=48000 47927 16414 31513 27772 3741 21197 3053 18144 17784 1784 6575 5706 2173 1486 3533 2513 869 710 299 3500 3486 3425 250 411 16000 15853 216 99 2836

Tree=71
num_cat=0
split_feature=25 88 119 9 77 40 45 165 45 121 69 4 109 9 98 163 46 124 119 21 40 114 74 75 20 73 107 102 48 151
split_gain=0.487657 0.823587 0.836892 0.748333 0.884284 0.705491 0.97005 0.98477 1.55003 0.790061 0.779925 0.704427 0.682627 0.837643 0.705208 0.696471 1.11397 0.665799 0.868146 0.861426 0.801016 0.76292 0.745287 1.09778 0.925739 0.694561 0.677892 0.702511 0.652465 0.643761
threshold=5917944.0000000009 62507172.000000007 2089706.0000000002 130950.00000000001 395842.24706644478 3000295.0000000005 6815.0000000000009 4254363.0000000009 143303.00000000003 1123.0000000000002 6910746.0000000009 78.412709257950894 189184.42711924101 1303597.0000000002 718.25995060098103 1934501.0000000002 2406996.0000000005 15940.000000000002 1543877.0000000002 4329318.0000000009 49628.000000000007 12957.000000000002 361509.01533947879 233310.98068413898 5350.0000000000009 511760.00000000006 2805.0000000000005 870234.00000000012 7.0000000000000009 1.0000000180025095e-35
left_child=5 11 -3 4 -4 17 -7 10 9 -9 12 -2 15 14 -14 16 -8 18 19 22 -20 -19 23 24 -1 -25 -26 -28 29 -24
right_child=1 2 3 -5 -6 6 7 8 -10 -11 -12 -13 13 -15 -16 -17 -18 21 20 -21 -22 -23 28 25 26 -27 27 -29 -30 -31
leaf_value=-0.083917471757327111 0.022129145756692753 -0.063742952856902485 0.090951423497722436 -0.047319512619885346 -0.025512803156256886 -0.079384492892439651 0.041976723091759795 -0.077182969237409166 0.034144965649912894 0.073347668882508779 -0.05212107793716262 0.11112226816820892 0.091924869518488397 0.052499543738275638 -0.068947812599543856 0.060135384863022778 -0.055057923474463789 -0.064160063420789032 -0.10384215749109438 0.1042921002760745 0.044607382825633424 0.015677576411309496 0.087431832386185349 -0.086460461079388887 -0.028529518635081238 0.11108696731954329 0.10172900967602361 -0.10092336415847061 -0.030143989795598389 -0.011840585875620455
leaf_weight=1.0398429391152579 9.6973642957855191 2.2768030659062779 1.5765724217053505 1.4023689911700783 1.1116060167551038 1.2827964843381803 3.9642150744839544 3.6024925164820156 2.8305696873867419 0.38602878624806169 1.3043193166377012 0.97927330667153079 0.31609597172791803 1.3518997413048053 1.9753186065281625 7.0525064702087548 1.6863884890844927 5.0755175482172481 0.40066546005982573 0.53262639697641212 3.9167214397766656 1.5662777666584586 1.3458604714478322 4.2341719888606493 1.1806399108900225 0.18578777857328521 1.2385526731995922 0.19847206742269907 2.8118579716264982 1.269307037355923
leaf_count=2044 275 94 62 66 34 487 590 414 147 16 62 23 34 57 235 269 470 466 358 13 1370 38 2609 27071 296 6 99 118 8516 1661
internal_value=0 0.0133159 -0.0151489 0.0118986 0.0427915 -0.00623431 0.00538176 0.00982551 -0.0224498 -0.0626139 0.0222946 0.0302917 0.0282324 -0.00992577 -0.0467558 0.0391763 0.0130173 -0.0182019 -0.00838427 -0.0204456 0.0308309 -0.0453326 -0.0253654 -0.0446214 -0.00409509 -0.0781568 0.0276136 0.07374 0.00329482 0.0392486
internal_weight=0 17.044 6.36735 4.09055 2.68818 50.7489 25.7526 24.4698 6.81909 3.98852 17.6507 10.6766 16.3464 3.64331 2.29141 12.7031 5.6506 24.9963 18.3545 14.0371 4.31739 6.6418 13.5045 8.07747 3.65751 4.41996 2.61766 1.43702 5.42703 2.61517
internal_count=48000 554 256 162 96 47446 2781 2294 577 430 1717 298 1655 326 269 1329 1060 44665 44161 42433 1728 504 42420 29634 2557 27077 513 217 12786 4270

Tree=72
num_cat=0
split_feature=17 134 48 48 95 114 24 19 108 14 5 17 159 50 84 109 66 21 28 73 73 47 9 143 119 99 34 90 161 163
split_gain=0.476047 0.652737 0.925144 0.789267 0.746006 0.734139 0.895651 0.724461 0.665979 0.780767 0.624564 0.678047 0.623725 0.598485 0.586633 0.723857 0.816719 0.646028 0.625391 0.579574 0.677685 0.560873 0.555515 1.01416 1.08126 0.717077 0.894162 0.835416 0.71566 0.895171
threshold=2695.81312996516 31705.062490020606 116753.00000000001 55474.000000000007 1062892.8 4400.0000000000009 1886938.0000000002 138181.67036503335 43.000000000000007 12084.000000000002 537.00000000000011 1299.0000000000002 9277864.0000000019 155.00000000000003 12738.500000000002 17.000000000000004 281.78864488399898 4329318.0000000009 745.00000000000011 356585.42035790166 396545.69863716705 6575194.0000000009 597.00000000000011 328660.22635353991 158572.00000000003 4310.0000000000009 11706.211283360954 13638.000000000002 1581898.0000000002 4348112.0000000009
left_child=1 2 4 10 5 6 8 -4 9 19 11 21 -7 -5 17 -16 -17 18 -8 -1 -21 -3 -2 24 -24 26 -26 -28 -27 -30
right_child=22 3 7 13 -6 12 14 -9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 -25 25 28 27 -29 29 -31
leaf_value=-0.092708045029060146 -0.0052842511017907375 0.012533219539683706 -0.075878444612904036 0.06565212839739018 0.047825203871008061 -0.088409017820160432 -0.10483811008466504 0.10878176790856942 -0.093538511704547647 0.064402175048193344 0.08781150852387333 0.066438460788862994 0.016422244926278379 -0.04241813415231379 -0.10381014128258276 0.05710155215377867 -0.022054589436088082 0.11108609727376245 0.064156948109488979 0.08021320542878102 -0.10125721550228997 -0.064513250416952828 0.063601118903893028 0.066443194792567314 -0.046681567542484571 0.070572246642960787 -0.021568056630068205 0.11768514359343801 -0.096733911370432066 0.058933120213924967
leaf_weight=1.2044931703562571 18.394357128250704 1.4237442730518504 3.5453957077988885 3.085478832965237 1.9648559331471904 2.2498425871381182 1.0494224438371 0.22599849011749018 1.6397649412301687 0.88755594413487404 0.56294129625894118 0.71898905621128495 0.7590407077805138 0.6144931141170672 0.40656054951250542 4.4413440854405053 1.8449444162106372 0.23266213014721859 0.27672207995783527 0.56239469671033937 0.3245382161969701 2.8089441809715936 2.6746368928033943 3.6574736002075943 5.2469676124837843 1.9089304011722563 1.0552551760483764 0.7280487071693641 0.77027904242277123 0.70984315749956295
leaf_count=16880 2719 410 1994 174 198 199 142 4 16574 1230 17 47 38 121 141 580 328 3 15 855 3994 353 180 134 462 90 42 20 20 36
internal_value=0 -0.0103119 -0.0198122 0.0119738 -0.0103012 -0.0174936 -0.00709725 -0.0648128 -0.0423572 -0.0141847 -0.0119988 -0.0233459 -0.0619636 0.0477038 0.012639 0.0255068 0.0338702 -0.0426097 -0.0695745 -0.0475353 0.0138112 -0.0385972 0.00671336 0.0198877 0.00688353 -0.00767586 -0.0258903 0.0352832 0.0301083 -0.0220785
internal_weight=0 30.8301 21.6155 9.21459 17.8441 15.8793 12.8704 3.77139 4.61875 2.97898 5.51462 4.95168 3.00888 3.69997 8.25166 6.69285 6.28629 1.55881 1.32614 2.09143 0.886933 4.23269 35.1458 16.7514 13.094 10.4193 7.03027 1.7833 3.38905 1.48012
internal_count=48000 44297 43175 1122 41177 40979 40742 1998 39533 22959 827 810 237 295 1209 1049 908 160 157 21729 4849 763 3703 984 850 670 524 62 146 56

Tree=73
num_cat=0
split_feature=79 144 21 87 74 99 72 30 110 90 143 32 30 87 86 86 152 90 71 60 134 66 18 0 98 59 139 128 88 1
split_gain=0.456814 0.973911 0.888559 0.836783 0.88875 1.15333 1.18746 0.79526 0.84835 0.699048 0.656537 0.655529 0.749976 0.601541 0.711974 0.565035 0.548079 0.75877 0.731507 0.787371 0.782479 0.866588 0.848655 0.746587 0.829057 0.680751 0.678243 0.657568 0.651557 0.612253
threshold=194990.00000000003 193.00000000000003 719500.00000000012 579550.00000000012 290299.4434199268 20823.000000000004 625530.00000000012 8917.0000000000018 23005.000000000004 1034689.3837881278 455849.8126155021 12289.200340931133 182.34017868333629 1113890.0000000002 84656.000000000015 26121.212844936337 163910.81843731512 1034689.3837881278 260273.46148850801 141595.00000000003 4693.9558544147158 228.04589604032643 3256.0000000000005 970397.00000000012 660.16629444326406 125591.00000000001 10475.509974311333 4319564.8075572932 51174342.000000007 1.5540133895573731
left_child=1 2 -1 15 13 6 7 10 -9 -8 -6 16 -13 -5 -15 -2 18 -18 19 23 21 29 -23 24 -3 -26 -20 -28 -27 -21
right_child=3 11 -4 4 5 -7 9 8 -10 -11 -12 12 -14 14 -16 -17 17 -19 26 20 -22 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.098931533301933397 -0.058419604894869893 -0.090646728051649084 0.022821469100801892 0.051472278209362156 -0.070412927638940442 0.072517942822848444 0.065800717376125348 0.058080295168568531 -0.065043211883837521 -0.095417283960804844 -0.00087105765155377681 -0.05875127889070772 0.092824816580704364 -0.10911253563956431 0.025895409186536596 0.074734876996486121 -0.069876523819581857 0.0079145480413523716 0.020757015911117463 -0.059095194721623945 0.053069934839419998 -0.095675869640904521 0.061433610458716426 0.073426886166289215 0.033167600162731674 -0.069380838541530904 -0.055512946496642616 0.093070006377812209 0.10935553008794484 0.056092915539892742
leaf_weight=2.0522400772539551 0.361628790236867 2.8695348447199702 0.84672251879237581 4.7623857673206684 5.5851628780656011 1.4401297871809209 1.9342994139769865 1.5186028129555782 0.88618958462029684 0.31239193771034468 1.7935361757408825 0.43095629904018906 1.3458020651851255 0.56679736904334266 1.256619130295803 2.6837663029054966 2.9212311577502978 2.1967741744592786 14.788586870828565 0.63773520132053851 2.3497523109326721 1.7103416596764875 0.43031994812190522 0.52982274279929686 1.4948348625111978 2.1874267038274415 2.1858865642989254 0.34484261879697431 0.22492272732779373 1.6692281574378283
leaf_count=17947 28 13699 44 698 2726 80 172 168 27 9 37 171 290 28 286 285 339 84 5875 218 142 253 8 11 1919 2072 163 11 4 206
internal_value=0 -0.00748434 -0.0633702 0.0100819 0.00266568 -0.0120534 -0.0221775 -0.0372331 0.0127081 0.0433841 -0.0535094 -0.00325627 0.0560597 0.0327715 -0.0160709 0.0589233 -0.00614042 -0.0364867 -0.00119782 -0.0181053 0.00639124 -0.0182699 -0.0640934 -0.0408948 -0.0498328 -0.019858 0.0125707 -0.0352667 -0.0527158 0.0242504
internal_weight=0 41.217 2.89896 23.1015 20.0561 13.4703 12.0302 9.78349 2.40479 2.24669 7.3787 38.318 1.77676 6.5858 1.82342 3.0454 36.5412 5.11801 31.4232 14.1039 6.79738 4.44762 2.14066 7.30654 6.77672 3.90718 17.3193 2.53073 2.41235 2.30696
internal_count=48000 43456 17991 4544 4231 3219 3139 2958 195 181 2763 25465 461 1012 314 313 25004 423 24581 18532 827 685 261 17705 17694 3995 6049 174 2076 424

Tree=74
num_cat=0
split_feature=7 25 80 154 135 79 155 25 121 128 10 45 9 71 126 99 30 87 149 123 64 30 55 120 97 65 21 37 94 21
split_gain=0.421457 0.411277 0.392203 1.01991 0.926108 0.913273 0.929176 0.727027 0.705495 1.00295 0.648457 0.853462 0.771087 0.827358 0.690976 0.643642 0.629024 0.746296 0.785667 0.722603 0.847641 0.741168 0.69791 0.72199 0.62254 0.618625 1.11863 0.779029 0.61786 0.624691
threshold=112682.00000000001 1.0000000180025095e-35 357708.18500000006 10.970456527051073 53383.975115999252 100050.00000000001 166290826.9886916 444789.00000000006 11.000000000000002 164.42704075897475 8042938.0000000009 551367.00000000012 2189.0000000000005 192610.00000000003 604004.00000000012 3632.0000000000005 10774.644004594526 49290.000000000007 43996800.000000007 820.63854648488211 5585.5215608061299 1301.0000000000002 4534366.0000000009 46876.000000000007 81444.442004955097 5580.0000000000009 10182.000000000002 216309.00000000003 10306415.040000001 26327.000000000004
left_child=1 -1 3 4 5 -3 8 -4 24 -10 12 -12 16 -14 -15 -5 17 -9 19 20 -19 25 23 -20 -7 26 27 -21 -11 -30
right_child=-2 2 7 15 -6 6 -8 10 9 28 11 -13 13 14 -16 -17 -18 18 22 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.089313804488456369 0.087878261646554587 -0.041432632573895477 0.087524978401592887 -0.077556306416804402 0.039434498124969089 0.044565889818856577 -0.08798436853415445 0.085801768385932842 0.057326634160028811 -0.10245970930157813 -0.030538493841089549 0.071519211554641915 -0.02949779919300019 0.079988034314881537 0.015328764797156468 0.027579939470515326 0.044125098833458165 -0.079312938476420777 -0.091699302204885119 -0.097707670679345618 0.062090691011996824 -0.056815489950197029 0.0068053817939956436 0.012548075743264851 -0.047693407746867915 0.09096659745223161 0.084330804922260888 0.026825877253210107 -0.10162912852108555 0.054462996604705341
leaf_weight=0.5334765300667702 0.52746468569239269 6.7019583027948668 1.0541471991455171 3.1291590730270396 4.3061373950949919 5.8888420410312357 0.97778046809253361 0.78799819829874351 1.1051410322561426 1.3604208248179932 7.9723666340287291 0.91325718688312907 1.5463779453420992 3.7693184184608981 2.943254892306868 0.7154183667480537 2.6479661673074579 1.653171954734715 2.8998475568369027 0.95710092480294484 0.57012500567361701 0.95711994433077041 1.8796153732109813 0.86179277673363675 0.83510590196237888 1.5802346849814055 1.3878118044231085 1.0571499473880974 0.40147545046056599 0.70948392746504396
leaf_count=198 73 31838 35 1011 582 2816 68 16 1811 7783 493 53 73 127 170 39 71 68 94 40 23 30 37 22 172 27 32 20 113 65
internal_value=0 -0.00188866 -0.00113116 -0.0104258 -0.00222027 -0.0121963 0.00517702 0.00572232 0.0140204 -0.0218635 0.00321445 -0.0200491 0.0113211 0.0364456 0.051637 -0.057992 -0.000714981 -0.00885199 -0.0142553 0.00557768 -0.0430525 0.0237814 -0.042953 -0.0678162 0.0331074 0.0392644 0.015249 -0.0323481 -0.0572754 -0.00194515
internal_weight=0 62.1031 61.5696 26.1309 22.2863 17.9802 11.2782 35.4387 10.3005 3.57652 34.3845 8.88562 25.4989 8.25895 6.71257 3.84458 17.2399 14.592 13.804 8.16271 2.2233 5.93942 5.64126 3.76164 6.72395 4.9823 3.40206 2.01425 2.47138 1.11096
internal_count=48000 47927 47729 46298 45248 44666 12828 1431 12760 9772 1396 546 850 370 297 1050 480 409 393 240 91 149 153 116 2988 119 92 60 7961 178

Tree=75
num_cat=0
split_feature=79 48 143 38 87 92 120 63 72 123 45 123 30 77 31 15 79 75 67 55 65 144 125 137 141 73 120 126 127 1
split_gain=0.411144 0.603307 0.588087 0.74431 0.755062 0.636389 0.725869 0.664288 0.797854 0.63316 0.622983 0.593048 0.591909 0.746301 0.694199 0.735039 0.579957 0.836911 0.655117 0.7205 0.579782 0.883302 0.565597 0.606504 0.594758 0.860278 0.715812 0.78543 0.532393 0.528487
threshold=291350.00000000006 7272495.0000000009 85769.000000000015 261335.00000000003 467210.00000000006 3351.7330165169651 54598.000000000007 2180.0000000000005 520945.46189913922 39945.000000000007 148832.00000000003 190.0176216677261 154.6098901946913 188426.59275180384 1080.0977540127203 111494.00000000001 93002.184522630152 518394.15803669958 1791399.0000000002 328129.00000000006 7.0000000000000009 29.000000000000004 2540155.0000000005 4913533.0184075683 46817.984096875625 359982.86878995865 11569.000000000002 604004.00000000012 27602.361825807369 38.427901102055252
left_child=1 2 3 12 16 7 -7 8 11 28 -8 -4 13 -1 -14 -16 18 -18 19 -5 21 -15 23 -13 25 26 27 -24 -9 -28
right_child=-2 -3 5 4 -6 6 10 9 -10 -11 -12 22 14 20 15 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.054741244435549785 0.0164675246044057 -0.094720226985957667 -0.079356027399639928 -0.10036539359211094 -0.081679920006881485 -0.055151276906009211 -0.044800786066648168 0.026727936401084802 -0.10517354724942883 -0.071628612615680598 0.088715096976649935 -0.096236002277223925 0.034972681936463662 -0.055287984792867367 -0.038032856077994143 0.090010963704314384 0.064228784224110089 -0.086988411253363582 -0.075804222500972157 0.10524010495115357 -0.086998210558065781 0.098100981845506821 -0.10464414728712197 0.08731013266260168 -0.096282699202864475 0.099581419975073096 0.045553062011892437 0.08264956529217396 0.095963497579399037 -0.020531011667211801
leaf_weight=0.82287135991828275 10.95965042285752 0.73708849225658823 0.81987655726152731 0.26139505084029169 2.8694585449793522 3.124646917654899 0.61562814924400278 10.184833763705678 0.7394011690848864 0.59382918034680265 0.80833229655399919 0.87170442925707792 5.494199593163275 1.2337926407995254 3.2894451889987981 0.51907003764063109 1.4326878692609168 0.49157472328988649 2.0038925594835746 0.48980347545511904 2.0168058619557958 0.53962071617388563 0.92699311335490697 0.2268871603300795 0.43326194136170748 1.2696632923107243 3.8909260119799001 0.29520698951091617 1.2465786992106593 1.7564407214158562
leaf_count=387 1267 112 212 5730 11030 120 27 598 36 15 28 511 4028 8089 1164 11 443 93 1785 225 9884 399 285 10 60 57 1137 34 45 178
internal_value=0 -0.00491851 -0.00357502 -0.0160095 -0.0412926 0.00602431 -0.0281839 0.0127152 -0.00477382 0.0290481 0.0309915 0.00230234 -0.00229438 -0.0315819 0.0122289 -0.0205815 -0.0165264 0.0255986 -0.0459482 0.0336954 -0.050323 -0.00861423 0.00922501 -0.058329 0.0178823 0.0239594 0.00998264 -0.0594057 0.034278 0.0249996
internal_weight=0 50.0059 49.2688 21.4646 7.54881 27.8042 4.54861 23.2556 11.2304 12.0252 1.42396 10.491 13.9158 4.61309 9.30271 3.80852 4.67935 1.92426 2.75509 0.751199 3.79022 1.77341 9.67108 1.09859 8.57249 8.13923 6.86957 1.2222 11.4314 5.64737
internal_count=48000 46733 46621 43268 19306 3353 175 3178 2520 658 55 2484 23962 18759 5203 1175 8276 536 7740 5955 18372 8488 2272 521 1751 1691 1634 319 643 1315

Tree=76
num_cat=0
split_feature=40 7 10 28 17 39 8 15 106 110 151 113 105 66 69 163 36 127 69 48 114 166 87 87 76 21 63 78 127 169
split_gain=0.402142 0.646424 0.651869 1.20131 0.632282 0.629925 0.756112 1.13465 0.882974 0.854283 1.44863 0.65793 0.648116 0.606991 0.642005 0.55663 0.529882 0.889815 0.755751 0.670577 0.579936 0.583052 0.545831 0.67573 0.580786 0.570361 0.532974 0.591509 0.533179 0.512326
threshold=4376933.0000000009 19413.000000000004 1152585.0000000002 15369.000000000002 1299.0000000000002 41663492.000000007 45054.000000000007 1608.0000000000002 13581.000000000002 11301.000000000002 8865.0000000000018 18291.000000000004 1602030.0000000002 30.193286407955835 894629.00000000012 2120663.0000000005 21029.000000000004 11613.65383581316 3955040.0000000005 1554358.0000000002 12957.000000000002 10313.000000000002 247930.00000000003 13450.000000000002 406526.18650562159 4329318.0000000009 1822.0000000000002 292950.00000000006 27602.361825807369 37.675145459107775
left_child=16 2 3 4 -2 6 8 12 -4 10 11 -10 13 14 -8 -11 17 19 20 22 21 -18 23 24 -1 -24 -19 -28 -29 -20
right_child=1 -3 5 -5 -6 -7 7 -9 9 15 -12 -13 -14 -15 -16 -17 18 26 29 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.085921038407938632 0.0060706964216979131 0.087977965309078615 0.062033713042430244 -0.075604701183650203 0.076574756212720987 -0.069751847226323063 -0.07113106751450167 0.074962499954492653 0.081111414500672663 -0.075542340000574817 -0.088666988868558602 -0.034924423841401417 0.055349934664641512 -0.068642562345830105 0.072160446522675809 0.059996677436747303 0.047558130365059438 -0.088533364705296699 0.08740717073523363 -0.096814892471022929 0.10340319759571065 -0.10728086044292609 -7.5603059923359272e-05 -0.048950759422595386 -0.10407132237524014 0.068025282753944358 -0.085595463153218615 -0.046154775681279084 0.094772433851921356 -0.017950869092447929
leaf_weight=0.73867585224798649 2.0232581912496306 0.99068462662398715 1.1552989605261226 0.87870975573605381 3.4255989837220113 1.368850649159868 0.49161598394857831 2.7751313062617555 0.89724866518372426 0.3915682520600966 3.6144810952537227 1.0730197437223976 1.2117954225977881 1.804122714733239 0.85905617426033132 1.3395278528187189 0.34640239291820696 2.2396249965386223 1.8269427480408924 0.78420907442523358 0.26255491189658631 0.8162021803073003 19.961603721239296 4.2638932204765334 0.20570040436700232 1.3105711855459947 0.72294255075394165 0.48918329452862941 0.59499126415175851 0.61755541572347272
leaf_count=174 386 153 104 65 149 60 15 103 53 52 749 78 61 92 43 59 94 424 72 442 5 190 22486 20769 991 36 35 17 25 18
internal_value=0 0.00886412 0.00550164 0.0328977 0.0503953 -0.00470642 0.000996406 0.0249638 -0.0192097 -0.0320394 -0.0510645 0.0179176 -0.0068122 -0.0306894 0.0200054 0.0293382 -0.00786303 -0.0121774 0.027047 -0.00568285 -0.0308314 -0.061146 -0.002984 -0.0319992 0.0445376 0.00412007 -0.0559343 -0.015533 0.0311856 0.0607905
internal_weight=0 24.3 23.3093 6.32757 5.44886 16.9817 15.6129 7.14172 8.47114 7.31585 5.58475 1.97027 4.36659 3.15479 1.35067 1.7311 35.1811 31.3114 3.86966 27.2647 1.42516 1.1626 26.4804 5.20827 0.944376 21.2722 4.04674 1.80712 1.08417 2.4445
internal_count=48000 2222 2069 600 535 1469 1409 314 1095 991 880 131 211 150 58 111 45778 45399 379 44898 289 284 44456 21934 1165 22522 501 77 42 90

Tree=77
num_cat=0
split_feature=25 88 4 119 37 67 135 99 140 144 18 31 140 156 119 40 70 59 155 131 158 157 103 2 53 21 40 65 167 126
split_gain=0.392433 0.65527 0.599466 0.583142 0.580906 0.542966 0.888975 0.52752 0.72812 0.535171 0.718435 0.706392 0.583876 0.570594 0.909615 0.608987 0.617289 0.719804 0.69655 0.597858 0.653708 0.596255 0.75704 0.658525 0.536283 0.534857 0.820991 0.797603 0.630061 0.538715
threshold=5917944.0000000009 62507172.000000007 78.412709257950894 2089706.0000000002 311817.00000000006 17039833.000000004 1568309.8469928068 4310.0000000000009 3111739.6229075147 47077.673463060019 1727.0000000000002 4585.0000000000009 347878.77935777971 2343.3300000000004 119364.00000000001 3418141.0000000005 5261366.0000000009 1569.0000000000002 39239445.000000007 6492327.1122074798 2126565.0000000005 552.29514075777968 1282803.1411918772 610345805.23952711 1212511.0000000002 2089.0000000000005 5909988.0000000009 21482.000000000004 187449.00000000003 673915.05943133647
left_child=7 2 5 -3 -5 -2 -7 8 9 11 12 13 25 15 -15 16 17 -1 21 -16 -21 23 -23 -19 -24 26 27 -11 29 -27
right_child=1 3 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 19 -17 -18 18 -20 20 -22 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.07445207136268478 -0.047805882796563268 -0.058337226880229721 0.10983470636153084 -0.051032951978120279 0.037795775488440826 0.045132862993954519 -0.047804953661063722 0.016779674221009084 -0.096194392524519778 -0.07382637751598245 0.076541405075851096 -0.07783610442905535 -0.07969852686045778 0.03580526079173061 -0.10114110695898121 0.048803041634918831 0.045950279913847369 0.067534368119837429 -0.10180198221275723 0.0061147393338327844 -0.058767194957015448 -0.08020995237337622 0.050468564202664851 -0.10097856420446996 -0.10037415606516982 0.05400287939607043 0.075071640039945375 0.093251863610412211 -0.057149600124498282 -0.047446067568963926
leaf_weight=1.886509429965036 1.0108746654586829 1.9584096780745301 0.83412561309523958 1.0703942133695821 2.3580436265328899 6.40063682726759 1.2264173313742501 8.3343157538674841 0.98034142777942079 2.1450935028242357 1.3974420948652539 1.7828084369248234 0.84336472884751934 1.70787189418297 1.5155665343099824 2.2917519542133951 1.6887387207243589 1.9749994282583432 0.637144917533078 2.696676407385894 3.6611155515929568 1.233901431013692 1.3319635842399291 0.26275494558649359 0.2863646785954187 3.9933579336029652 0.64538061490748067 0.32963084999937553 0.76793429005192582 0.60239665178232815
leaf_count=21291 47 94 23 64 98 188 40 656 142 307 35 453 46 418 3158 417 35 2082 1052 827 627 11196 2600 872 940 184 20 6 35 47
internal_value=0 0.0130421 0.0288787 -0.0148045 0.0100625 0.0210611 0.0301886 -0.00580933 -0.0112406 -0.00876799 0.00967454 -0.0173832 -0.000343792 -0.0122935 -0.0303509 0.00262896 -0.00874657 -0.0208786 -0.00323153 -0.0447014 -0.0312473 0.00910715 -0.0212088 0.0477477 0.0237768 0.00754478 -0.0253761 -0.0515717 0.0266951 0.0407053
internal_weight=0 14.8589 9.47205 5.38685 3.42844 8.63793 7.62705 42.9974 34.6631 33.6828 10.7246 22.9582 9.32716 21.1754 9.58123 11.5941 9.30238 7.61364 5.72713 7.87336 6.35779 5.08998 2.85223 2.23775 1.61833 8.48379 3.1201 2.47472 5.36369 4.59575
internal_count=48000 554 298 256 162 275 228 47446 46790 46648 680 45968 645 45515 5030 40485 40068 40033 18742 4612 1454 17690 14736 2954 3540 599 333 313 266 231

Tree=78
num_cat=0
split_feature=95 3 138 79 95 39 74 144 87 3 145 135 34 40 165 163 79 95 155 78 76 29 124 119 87 79 165 45 63 75
split_gain=0.38376 0.510152 0.422774 0.382575 0.612627 0.790728 0.831842 0.709521 0.990299 0.64845 0.683083 0.877265 0.620928 0.618324 0.655888 0.793656 0.591488 0.588476 0.534642 0.501392 0.459344 0.44782 0.467757 0.65101 0.515445 0.728258 0.594467 0.794253 0.655675 0.591126
threshold=5602563.3600000003 191590.88707736359 18855.420657260798 280270.00000000006 1.0000000180025095e-35 1366017.0000000002 465873.46749724302 24002.724740423924 812180.00000000012 765.00000000000011 46527155.574471764 1045864.2821477279 11706.211283360954 3978065.0000000005 2244522.0000000005 1599313.0000000002 4290.0000000000009 64199.520000000011 312886583.23395294 369099.83590335638 518264.87133030192 2116.49165515509 669.50248570195458 30166.000000000004 49290.000000000007 27470.000000000004 6868986.0000000009 331729.00000000006 2180.0000000000005 478091.49944034236
left_child=3 2 -2 4 7 6 17 8 9 -1 12 -12 -11 -7 15 -15 -9 -6 -5 -20 -14 22 23 -18 -24 -26 28 -28 29 -27
right_child=1 -3 -4 18 5 13 -8 16 -10 10 11 -13 20 14 -16 -17 21 -19 19 -21 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.023530085353442514 0.070986293289638944 -0.04116583826965637 -0.056767524659041904 0.022323186462240473 -0.10054544148213967 -0.09876702861054304 -0.10734761469036845 -0.10306952177299969 -0.079215085709445021 -0.068232641786020107 0.071968577063041245 -0.093436207787993789 0.069548750338407017 -0.053927752047219904 -0.077052716899428525 0.066543682937181894 0.074434659666223021 0.037787903353190877 0.037643060206671485 -0.093716468309025677 -0.10750362830101007 0.10365769181618641 0.083402091653611565 -0.079281764504665175 -0.079940479338647397 0.011727292530578304 -0.076120349701436316 0.062634061955641723 0.04881448753582085 -0.10112861742276394
leaf_weight=4.254984746608689 2.1038107900021714 0.71141895547043521 0.29540936491684977 9.3456642178352904 0.34190976370336912 1.9410297774884382 0.56311193092460587 0.44676878314931201 2.2727591141556323 3.365987599197255 1.1848311757748886 0.43963015397457628 0.63366468506683293 1.0918529852897343 1.6531940811255479 1.0955314987659219 0.36197999613069143 3.0575153494428378 0.4514578816742858 0.81536862481152639 0.19061082779444405 0.53351356170605768 1.0462813577287331 1.1534450225499311 0.83572520282359875 7.9077950116588891 1.4058570576016798 0.58387321955524374 5.8016309789854867 0.4930597498314454
leaf_count=19712 149 45 17 1351 5469 1306 1195 74 6013 7965 65 25 66 132 199 73 20 1144 27 30 157 20 60 781 168 1290 122 24 274 27
internal_value=0 0.0332041 0.0552563 -0.002931 -0.00715805 -0.0291829 0.00522668 -0.000637302 -0.0195921 -0.00613499 -0.0278427 0.0272049 -0.0491833 -0.0527662 -0.0295173 0.00640926 0.010736 0.0238745 0.0140595 -0.046904 0.028606 0.0132627 0.0108008 -0.0425645 0.0152752 0.0110892 0.0157875 -0.0354038 0.0229592 0.0051036
internal_weight=0 3.11064 2.39922 53.269 42.6565 9.74415 3.96254 32.9124 12.3425 10.0697 5.81472 1.62446 4.19026 5.78161 3.84058 2.18738 20.5699 3.39943 10.6125 1.26683 0.824276 20.1232 19.5896 1.51543 18.0742 17.0279 16.1922 1.98973 14.2025 8.40085
internal_count=48000 211 166 47789 46381 9518 7808 36863 34003 27990 8278 90 8188 1710 404 205 2860 6613 1408 57 223 2786 2766 801 1965 1905 1737 146 1591 1317

Tree=79
num_cat=0
split_feature=7 40 31 44 96 165 21 119 133 77 9 140 107 43 101 123 8 95 64 137 94 56 68 31 92 23 76 87 25 72
split_gain=0.3447 0.451182 0.368558 0.387766 0.511615 0.417482 0.737632 0.621708 0.50747 0.515338 0.462578 0.469885 0.667304 0.813315 0.851696 0.6804 0.526702 0.820871 0.667985 1.03488 0.811484 0.92357 0.807594 0.611716 0.599511 0.672219 0.681542 0.934029 0.713058 0.628477
threshold=21299.000000000004 2679289.0000000005 17789.824479446012 271098.00000000006 16799639.040000003 6868986.0000000009 5653542.0000000009 4389647.0000000009 5934.4306114874698 410641.12152771006 4185636.0000000005 94820.942648657146 30508.000000000004 27406.000000000004 76284.000000000015 202.35227895775668 259234.00000000003 999496.32000000018 2149.0000000000005 39955.000000000007 38386709.760000013 431221.00000000006 497027.00000000006 1159.0000000000002 2320.3980719100559 13771955.000000002 223210.00000000003 454100.00000000006 869165.00000000012 294671.94473229611
left_child=2 -2 3 5 -5 6 10 8 -7 -10 11 16 -13 15 -15 -14 17 18 20 -20 22 -22 24 -19 25 26 28 29 -1 -28
right_child=1 -3 -4 4 -6 7 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 23 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.075186060288949141 -0.044361659810836868 0.083075227429503865 -0.065413501900973198 0.061844350776341095 -0.030329494506870888 -0.080623938979712373 0.085048103075860984 0.01672162607792009 -0.076030558272252399 0.084150248621361196 0.082252727433765216 -0.072440579018147946 -0.10489115851008451 -0.062629144567543968 0.067688972245106768 0.059415612408850862 -0.069770364559708239 0.06141056645347899 0.032146767476033206 -0.026939580482976396 -0.051945405141193973 0.069229981919162173 -0.08981070151395075 -0.035412847077371273 0.041525385914821689 -0.087372952581087335 -0.063408675954936142 -0.083906020037866069 0.050934458109574192 0.029875302949753518
leaf_weight=0.56150610199802864 0.38275460444674436 1.0133458380150839 0.90658868311584129 2.0314135572807568 0.85590160510037083 2.3648749794665487 0.99409544860827637 1.7710724712233057 0.36923575587570656 0.44042247626930475 0.64114483242155884 2.1830914173124247 0.28843831079211701 2.7327262978069489 0.61422594403848041 1.99670307551969 1.0049351162451774 3.6165937351106541 9.5625972937586976 4.2959054028560777 0.91392927570268456 2.0174168806988746 1.758393407013499 0.79615700150316104 1.5172829929797433 1.5110591507982452 1.0754982891369849 2.300738686594741 2.2231855100653775 2.1987728135171101
leaf_count=1962 39 158 60 85 27 271 44 101 41 9 41 624 22 85 31 110 31 247 2478 552 25 64 103 111 83 181 19225 13669 452 7069
internal_value=0 0.0481372 -0.0021957 -0.00110688 0.0345208 -0.00317458 -0.000131093 -0.0307469 -0.0572295 0.0111015 -0.00206389 -0.00331615 -0.0255062 -0.00731367 -0.0387134 0.0386763 0.00158908 0.00367681 -0.00225839 0.013831 -0.0161269 0.0314502 -0.0267355 0.0439415 -0.0169962 -0.0259918 -0.0148969 -0.0350767 0.0255035 -0.000765642
internal_weight=0 1.3961 53.5439 52.6373 2.88732 49.75 44.8044 4.94561 3.17453 0.809658 43.8103 43.1692 7.81519 5.63209 3.34695 2.28514 35.354 34.349 29.9363 13.8585 16.0778 2.93135 13.1464 4.41275 11.388 9.87076 8.3597 5.57501 2.78469 3.27427
internal_count=48000 197 47803 47743 112 47631 47209 422 321 50 47165 47124 872 248 116 132 46252 46221 45863 3030 42833 89 42744 358 42641 42558 42377 39963 2414 26294

Tree=80
num_cat=0
split_feature=17 9 10 130 40 37 119 99 28 10 165 125 19 121 51 44 149 44 130 20 65 144 108 17 135 137 132 71 15 94
split_gain=0.353608 0.535416 0.688206 0.676709 0.778093 0.628484 0.707639 0.625295 0.869054 0.639384 0.553324 0.536494 0.657951 0.510692 0.508936 0.46822 0.518201 0.457666 0.453151 0.436879 0.433865 0.663458 0.405696 0.396665 0.417244 0.718216 0.599368 0.566144 0.678529 0.618591
threshold=7798.0000000000009 597.00000000000011 233605.00000000003 217.66569746050627 3978065.0000000005 924741.00000000012 167292.00000000003 4310.0000000000009 1.0000000180025095e-35 343293.00000000006 120667.00000000001 15734015.191750837 15613.278483206272 149.00000000000003 5.0000000000000009 117730.00000000001 910.00000000000011 72502.000000000015 66.003111753991689 251072.00000000003 683.00000000000011 60020.785452916731 6049.0000000000009 7394.0000000000009 53383.975115999252 39955.000000000007 46443.000000000007 176090.00000000003 2591.0000000000005 38386709.760000013
left_child=23 2 11 4 -4 6 -3 9 -9 -8 19 12 13 14 18 16 -12 -5 20 -11 -2 -22 -14 24 27 26 -26 -1 29 -29
right_child=1 5 3 17 -6 -7 7 8 -10 10 15 -13 22 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.053349910350053299 0.065654613138398668 0.066929911461643843 -0.089905550867531839 0.07378071780421204 0.0043339229989663398 0.072527559523534887 0.084020417007075465 0.08837169260768736 -0.058445767430653828 -0.048706169521396531 0.080766496677953034 0.077479555105861575 -0.10274451306549458 -0.10279972974074605 -0.053560369486312202 0.043642268710038484 -0.088805996193625739 -0.021213535297733462 0.097616915480689709 0.097639332988270433 -0.052371068022522255 0.075337782699308881 0.03695023889832804 -0.092178276331980114 0.07148006217476878 -0.010546340614593811 -0.027330345984486623 -0.0078974666850980309 -0.050306891144821453 0.046435585956157169
leaf_weight=3.1566972399450632 1.2836368527150646 1.8310290499703095 2.4117579214907896 0.81180540029890869 1.3759792640339581 2.2279110136441886 0.47274167154137092 1.3220232102321459 0.58007710184028827 0.36659528101517969 0.19538219261448908 1.1743654692545531 0.80873058369070328 0.32398553007442377 0.67602272512704065 0.37857435457408417 2.32124265794846 1.3515304438769815 1.0273116006464986 0.4598817927762866 1.2294716657324896 0.60793767467839632 0.27982599288225174 0.55070562144828628 2.5701715315981333 5.5824630566994529 0.80652596754953254 11.680792132679985 3.0242905714912913 2.5535217459546393
leaf_count=9477 428 140 102 16 52 94 41 86 29 34 8 35 74 646 40 18 211 36 54 15 260 12 5 57 340 833 37 30754 3970 96
internal_value=0 0.00829341 -0.00486051 -0.0301865 -0.055671 0.0256011 0.0124132 -0.0039604 0.0435973 -0.025527 -0.0394422 0.0154756 0.00380075 0.0187356 0.0268975 -0.0600436 -0.075641 0.0144337 0.040009 0.0327258 0.021047 -0.0101165 -0.0668344 -0.00809322 -0.00651681 0.0114742 0.0478791 -0.0144121 -0.00729011 0.00184945
internal_weight=0 23.5178 13.3624 5.95107 3.78774 10.1555 7.92755 6.09652 1.9021 4.19442 3.72168 7.41129 6.23692 5.14837 4.82438 2.8952 2.51662 2.16334 4.14836 0.826477 3.12105 1.83741 1.08856 29.9252 29.3745 8.95916 3.3767 20.4153 17.2586 14.2343
internal_count=48000 2436 1760 206 154 676 582 442 115 327 286 1554 1519 1440 794 237 219 52 754 49 700 272 79 45564 45507 1210 377 44297 34820 30850

Tree=81
num_cat=0
split_feature=41 11 25 88 152 8 18 109 75 17 50 4 86 79 100 95 141 91 15 64 59 156 163 86 143 158 165 119 9 77
split_gain=0.316535 0.544212 0.342979 0.525803 0.515298 0.837878 0.669758 0.601883 0.56859 0.640249 0.588528 0.49715 0.48678 0.738626 0.586236 0.486227 0.58273 0.598947 0.794003 0.591681 0.747472 0.650898 0.571141 0.570884 0.56715 0.625183 0.552881 0.476496 0.553437 0.629123
threshold=65836.000000000015 2350206.0000000005 5917944.0000000009 62507172.000000007 14201.000000000002 45054.000000000007 283.00000000000006 197753.64444376141 185150.00000000003 1525.9809122706231 1.0000000180025095e-35 78.412709257950894 67201.000000000015 291350.00000000006 923038.00000000012 824666.40000000014 23501.41303462287 192578.73880943502 9.0000000000000018 1887.0000000000002 1969263.0000000002 2505.4200000000005 360980.00000000006 13393.000000000002 147833.78767572442 1876994.0000000002 835933.00000000012 2089706.0000000002 130950.00000000001 395842.24706644478
left_child=2 -2 4 11 5 7 8 15 9 10 -6 -4 13 -10 -14 16 17 18 19 21 22 26 -21 -19 -20 -26 -1 -5 29 -29
right_child=1 -3 3 27 6 -7 -8 -9 12 -11 -12 -13 14 -15 -16 -17 -18 23 24 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.019958444924719904 -0.071739021975531322 0.088585894892698996 0.019536201342356216 -0.057813321458093175 -0.091876784219566993 0.055151706066827302 0.022640024896017311 -0.10391870944529698 -0.036299278760608997 0.086756443227621674 0.05783268371806588 0.10787299348282271 -0.080113950998804542 0.061350554354029474 0.043703683632136413 0.043839153560405457 -0.093003577016189984 -0.087831548914165947 -0.10105496191432753 -0.10196125016910212 -0.10088783298166076 -0.087638637896856053 0.066285484668808611 0.039735310681250365 0.052795973278701482 -0.067036420182069387 0.069245868818117964 0.086017953874866174 -0.052159894401590592 -0.025569678975174922
leaf_weight=3.2375331813754418 0.27748745176358969 0.89332978075253777 7.7904601018090016 1.6697874773526553 0.64180107482752535 2.695284492800055 2.8771291592456683 0.5885085540903664 5.7277821374591422 0.8120746469721779 0.44440715952077881 0.69383650016970921 3.6310642574926533 0.89574560906476097 0.42740070380386885 2.1253526514155956 0.75128422124635008 0.38444220449309696 1.5208790942882466 0.21885022276364985 0.35488722496666003 1.0922159108758931 2.5847740734161562 4.0100509790790966 0.73552549047053606 1.0668660700321195 0.88465454286961165 1.1797356761526323 1.0084649881755465 0.88371714763343323
leaf_count=26950 14 69 272 88 364 226 282 79 1830 42 81 23 1281 27 28 267 401 30 12099 468 15 1732 518 183 216 113 145 62 62 33
internal_value=0 0.0505884 -0.00200139 0.0118544 -0.00686123 0.00288198 -0.0208867 -0.00432211 -0.0308413 0.01959 -0.0306252 0.0267603 -0.0398034 -0.0230934 -0.0670746 -0.00123187 -0.00691956 -0.00290024 -0.0147263 0.00168844 0.0358444 -0.0190008 0.0531522 0.0285754 -0.0560828 -0.0181348 -0.000814484 -0.0148165 0.00855513 0.0382282
internal_weight=0 1.17082 50.9345 13.226 37.7085 22.2511 15.4574 19.5558 12.5803 1.89828 1.08621 8.4843 10.682 6.62353 4.05846 18.9673 16.842 16.0907 11.6962 8.37292 3.15851 5.2144 2.80362 4.39449 3.32327 1.80239 4.12219 4.74171 3.07192 2.06345
internal_count=48000 83 47917 540 47377 43442 3935 43216 3653 487 445 295 3166 1857 1309 43137 42870 42469 42256 29828 1001 28827 986 213 12428 329 27095 245 157 95

Tree=82
num_cat=0
split_feature=38 128 95 43 76 101 39 19 155 20 20 102 64 5 44 64 119 119 0 128 17 92 73 75 12 78 17 99 91 128
split_gain=0.30318 0.66592 0.68418 0.590756 0.544821 0.579063 0.562977 0.527351 0.513563 0.501834 0.869794 0.666825 0.828485 0.52 0.820908 0.53969 0.697981 0.557105 0.597132 0.518592 0.458406 0.487102 0.47745 0.469012 0.506794 0.452581 0.446696 0.461472 0.443183 0.695245
threshold=200793.00000000003 93594.765979525575 951.36000000000013 7131.0000000000009 211110.00000000003 6053.0000000000009 1381393.0000000002 1218374.6783229574 166290826.9886916 12450.000000000002 149994.00000000003 1498414.0000000002 11955.26658642966 23.664535228146828 271098.00000000006 4395.0000000000009 2377835.0000000005 1603358.0000000002 239974.00000000003 96604.756489061692 134678.00000000003 16.098169088586641 356585.42035790166 196650.00000000003 98278.000000000015 183160.00000000003 17560.000000000004 1896.0000000000002 192578.73880943502 1514382.7920801539
left_child=3 4 9 8 -2 -6 -7 -4 20 11 -11 13 28 15 -15 16 17 18 19 -3 21 22 23 25 -25 -1 -12 -28 -13 -30
right_child=1 2 7 -5 5 6 -8 -9 -10 10 26 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.10440797651247682 -0.099899915959968499 0.11345418673109312 -0.052662085551404614 0.02741533880773683 -0.10151016554347177 0.073995981485175319 -0.022334038696827201 0.10599265150996061 -0.073969978635887598 0.071498475708866902 -0.056953803396665705 -0.072551550757479336 0.045375181899353509 -0.084296280662415526 0.078957713765299475 0.092090784866990516 -0.084596116760653053 0.088172943022555655 0.046015458347048274 -0.10097880166781488 0.068865172340751318 -0.023777033084783482 0.08169064209981583 -0.096837481907063497 0.057846492449735609 0.098807215925567252 -0.031622490989712197 0.10542459849195698 0.032495740559333998 -0.045413206687265131
leaf_weight=0.13676786636097282 1.036365533077517 0.13616436341272509 2.9788437334573241 9.1962885378916308 0.80411419283245766 0.68759429332476418 5.1562015395347771 0.22535401527420607 1.043192017750697 2.8776955050234383 1.1039553149166752 2.0795365221383673 1.6271877438994122 0.94451444096557657 0.45706230239011347 1.3468343161366645 0.56044964226384753 1.2703362902157094 1.2959900908463167 0.65679350436766981 0.87618624085735142 5.6808611352807725 1.0221077205724212 0.68502708152833103 0.30660992880831817 0.55157339560537366 0.49995172745548178 0.48313748044893146 1.7812256471079306 3.2088906979188323
leaf_count=74 1206 82 484 1212 14285 1748 1821 4 104 198 112 248 51 211 7 108 169 217 71 2407 64 9669 862 11652 660 37 28 12 82 115
internal_value=0 -0.00690132 0.00144435 0.00899221 -0.0324609 -0.0219476 -0.0109996 -0.0415038 -0.00745305 0.00821347 0.0358531 -0.000717453 -0.018959 0.0230738 -0.0310582 0.0374799 0.0187154 0.0359514 0.00419435 -0.064157 4.11611e-05 -0.00715233 0.0277994 -0.00498829 -0.0490099 0.05843 -0.0132961 0.0357291 -0.0337665 -0.0176036
internal_weight=0 31.2182 23.5339 19.4986 7.68428 6.64791 5.8438 3.2042 10.3023 20.3297 4.96474 15.365 8.69684 6.66814 1.40158 5.26657 3.91973 3.35928 2.08895 0.792958 9.25913 8.38295 2.70209 1.67998 0.991637 0.688341 2.08704 0.983089 7.06965 4.99012
internal_count=48000 23666 4606 24334 19060 17854 3569 488 23122 4118 350 3768 496 3272 218 3054 2946 2777 2560 2489 23018 22954 13285 12423 12312 111 152 40 445 197

Tree=83
num_cat=0
split_feature=95 91 8 79 87 165 7 76 72 97 10 92 77 107 61 124 77 107 163 16 144 32 152 108 61 15 39 92 21 73
split_gain=0.291763 0.36842 0.507588 0.334537 0.534575 0.71211 0.57886 0.513732 0.588725 0.624207 0.553875 0.549052 0.510407 0.506274 0.497506 0.481817 0.635534 0.603844 0.518019 0.494862 0.47953 0.626216 0.607422 0.666351 0.600713 0.683542 0.673838 0.599315 0.539345 0.519848
threshold=5602563.3600000003 2768.0000000000005 8652.1298932853515 157890.00000000003 579550.00000000012 3573997.0000000005 7527.0000000000009 223210.00000000003 625530.00000000012 79066.3289993574 84810.000000000015 600.05908487967588 215340.00000000003 39.000000000000007 460412.00000000006 30311.38467782312 270110.00000000006 5261.0000000000009 708993.00000000012 26484638.000000004 29.000000000000004 12289.200340931133 43905.000000000007 73.000000000000014 120364.00000000001 51.000000000000007 8163848.0000000009 2900.3758577916406 2510054.0000000005 201703.35770410797
left_child=3 -2 -3 20 5 13 7 10 9 12 -6 -11 -9 -5 -10 16 -14 18 -18 -17 28 22 24 -24 25 -22 -27 -28 -1 -26
right_child=1 2 -4 4 6 -7 -8 8 14 11 -12 -13 15 -15 -16 19 17 -19 -20 -21 21 -23 23 -25 29 26 27 -29 -30 -31
leaf_value=-0.093008762970522213 0.082066326648035939 -0.073928949371995539 0.040961952241726024 -0.10454057498326447 -0.054641589700394816 -0.053032622678884492 0.09125490356581531 -0.091191907130755631 0.059347343861861745 0.055610754145146039 0.048511193177293778 -0.078672899676439867 0.048197954734676945 0.067301790733205274 -0.10482114896394062 0.072861395271446458 -0.035236630010819024 -0.065540196603460096 0.060754756271679949 -0.041234661682161049 0.0060941486250566737 0.066493182323483488 -0.079900741030995204 -0.014098058997788264 -0.041658248937171176 -0.095747782925001065 0.022379017579345618 -0.091095733658998271 0.084233512268931957 0.054798566842303935
leaf_weight=1.191610450934905 0.93246646664192612 0.56389433278673085 1.2089869847986845 0.1811471671826469 0.63746987674586053 0.69510562620416738 0.65377752483618579 0.68746061103592992 1.5673058184029276 0.34652641525462913 2.8376836929528508 2.5097923926132353 1.253949530346288 3.2010960783482005 0.2092379560926928 1.4105363625003517 1.3318069975412075 2.520308223270149 0.97285224403276505 0.52038200455717731 8.0917211212472058 1.1029289437146861 2.2466103672004456 4.885399078764749 0.69177901095281358 1.5612316921351195 1.6125229117424171 0.65428249991964538 0.20058457297272969 2.9053777543067554
leaf_count=13556 70 57 84 208 306 50 86 75 272 43 286 240 206 372 7 54 2959 2036 176 23 15309 463 449 748 187 9049 153 36 5 435
internal_value=0 0.0311821 0.00441899 -0.00259611 0.00655102 0.0391526 -0.00106268 -0.00465411 -0.0135813 -0.0218221 0.0295892 -0.0623817 -0.00850168 0.0580982 0.0400119 -0.00140462 -0.0152275 -0.031711 0.00528365 0.0421125 -0.0104308 -0.0070874 -0.0106705 -0.0348262 0.000432061 -0.0103767 -0.0451929 -0.0103739 -0.0674721 0.0362487
internal_weight=0 2.70535 1.77288 46.6805 21.5364 4.07735 17.4591 16.8053 13.3302 11.5536 3.47515 2.85632 8.6973 3.38224 1.77654 8.00984 6.07892 4.82497 2.30466 1.93092 25.144 23.7519 22.6489 7.13201 15.5169 11.9198 3.82804 2.26681 1.3922 3.59716
internal_count=48000 211 141 47789 7399 630 6769 6683 6091 5812 592 283 5529 580 279 5454 5377 5171 3135 77 40390 26829 26366 1197 25169 24547 9238 189 13561 622

Tree=84
num_cat=0
split_feature=96 18 123 169 79 135 49 53 155 128 88 113 42 18 17 120 133 21 44 44 45 61 113 61 69 120 105 115 79 17
split_gain=0.292164 0.542297 0.509076 0.532716 0.616245 0.570553 0.611169 0.578308 0.542019 0.734979 0.495613 0.490179 0.84726 0.538038 0.473872 0.436974 0.468747 0.42553 0.62533 0.411627 0.410491 0.400484 0.66672 0.515486 0.488582 0.540436 0.499101 0.517566 0.490665 0.474291
threshold=3938113.4400000004 501.00000000000006 2.0169768377287487 2.4849247938811172 131930.00000000003 53383.975115999252 17.000000000000004 1450512.0000000002 3261085.0000000005 19.000000000000004 14177933.000000002 14933.000000000002 16928.000000000004 63.000000000000007 447.00000000000006 63213.000000000007 25.000000000000004 4447.0000000000009 4425.0000000000009 3777.0000000000005 2329006.0000000005 583.00000000000011 79239.000000000015 75.000000000000014 2233066.0000000005 1341.0000000000002 8342270.0000000009 4532805.0000000009 20730.000000000004 1187.0000000000002
left_child=1 2 -1 4 5 6 11 -7 9 -6 -5 12 13 15 -3 16 -4 18 19 -10 -13 23 24 -2 28 29 -27 -28 -23 -26
right_child=21 14 3 10 8 7 -8 -9 17 -11 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.078517719200734082 0.011596729333833485 -0.039711042070892488 0.055436853603860616 -0.10060789431891509 0.063511578497705598 -0.10328884723826684 -0.099711760553343937 0.069277471234421281 -0.10013995674493018 -0.092916294262809535 0.0038920794279285174 -0.092525664963360357 0.073976881099434705 0.046926735659607755 0.063708499441962413 0.054332764842327679 -0.10083236705150428 0.048102255592036007 -0.080010871310888909 0.11461713558438616 0.083624913114841992 -0.054000573023800541 -0.056509065490142486 0.072161578559132009 -0.033188914728685341 -0.021470413220514503 0.10395377795256971 -0.014737204564905862 0.059485426557378013 0.067856636021621425
leaf_weight=1.2208465860682007 8.5606212050788617 0.60602935655333512 0.22231325590761764 1.1921441585009223 0.45743080017109583 0.23940027597473079 1.2399638932506754 1.0285449973598586 0.11572733214597952 0.8747542558448913 0.7328380417311563 1.1866758941587248 1.043282845037538 0.63282549275318301 1.6474945876170748 0.28702525593780581 1.4055063929675811 3.9817700706571486 0.71012578464251419 0.39009804555462324 0.14889110467629496 0.45336673382553927 2.0757452452089629 1.6813301038055204 0.64340744991204646 9.7843006352632038 0.69185231882147558 0.78339871671050787 2.386051860259613 1.6708273961849043
leaf_count=2637 492 422 1058 814 523 284 3749 60 1547 4608 28 562 256 3356 229 314 24027 799 921 115 9 29 90 60 44 611 13 39 200 104
internal_value=0 -0.0102163 -0.0162897 -0.0115084 -0.00471013 -0.0243979 -0.0369598 0.0366953 0.0177048 -0.0392038 -0.0608249 -0.0211657 -0.00192875 -0.0330125 0.0358964 -0.0594311 -0.0794905 0.0322906 -0.0194866 0.0654831 -0.0728881 0.00567622 -0.00311104 0.0215391 0.0036421 -0.00424898 -0.0132951 0.0409256 0.0413652 0.0397638
internal_weight=0 19.3637 17.1102 15.8893 13.9643 7.43443 6.16648 1.26795 6.52991 1.33219 1.92498 4.92652 3.59095 2.54767 2.25352 1.91484 1.62782 5.19772 1.21595 0.505825 1.33557 28.7309 18.489 10.242 16.4132 13.5738 11.2596 1.47525 2.83942 2.31423
internal_count=48000 46318 45667 43030 42188 33675 33331 344 8513 5131 842 29582 29011 28755 651 25399 25085 3382 2583 1662 571 1682 1130 552 1040 811 663 52 229 148

Tree=85
num_cat=0
split_feature=21 65 95 148 40 61 151 8 37 104 1 71 76 86 26 109 92 123 105 30 107 87 123 142 10 126 64 150 14 4
split_gain=0.281955 0.514293 0.413535 0.343531 0.343982 0.328992 0.321062 0.514612 0.525612 0.497305 0.442197 0.409423 0.399986 0.392333 0.389591 0.477482 0.567625 0.528175 0.524454 0.397164 0.453396 0.443612 0.613676 0.526513 0.42163 0.405044 0.465067 0.588658 0.528636 0.506219
threshold=4329318.0000000009 85008.74583077991 99107.040000000023 335121.21945310943 4794210.0000000009 360427.00000000006 27720240.000000004 45054.000000000007 7417.0000000000009 2462697.0000000005 21.986293703730503 414557.51841408806 448720.54390911461 51055.609525165324 3.2591398229989452 523.00000000000011 334.11884524090584 17242.205838198526 5331946.0000000009 5501.0000000000009 182032.00000000003 384070.00000000006 3182.0131576172626 183063.00000000003 162014.00000000003 3811326.0000000005 9633.1219099953796 18052229.000000004 379775.00000000006 11.03931910325279
left_child=3 -2 -3 6 -5 -6 7 14 9 11 12 -9 -8 -10 19 16 -16 -17 -19 20 25 22 -21 -23 -22 26 27 29 -28 -1
right_child=1 2 -4 4 5 -7 10 8 13 -11 -12 -13 -14 -15 15 17 -18 18 -20 21 24 23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0028558712174825834 0.062467592056976433 0.035110573686399797 -0.083030811801613938 -0.0044609633525404596 0.10376532881948378 -0.0077671471774454345 -0.064378492877761082 -0.022475714526982594 0.043739641125903998 0.077065227999415231 0.081749332722658039 0.087331256542107591 0.013794869401262384 -0.087677717951713224 -0.082938582741874253 -0.074579764662842357 0.090804247062786031 0.082127089330711958 -0.049165831657487225 0.061783753955313062 0.08859985898414495 -0.046101318662038038 -0.090406904128761428 0.06500002298658937 -0.086401412421902357 -0.063596446094581691 0.047746540767823475 -0.080385670822320385 -0.10269365952713597 -0.056014603268328168
leaf_weight=15.951793386610658 1.8122939681779817 0.61045242342515849 0.5757014574483037 1.2146845261740957 0.8779816093156112 0.3784848764189519 2.4682365469343495 1.3313762128873343 0.36550238849667938 2.13004843814997 0.30690723843872536 0.45580709910791473 0.89072890084935341 0.600223922796431 0.27905559542614256 2.5612278081634945 0.57652252930347458 0.51478142617270328 0.74391500651836395 0.4486986256874832 0.15686187904429871 0.51361900748452205 0.64698368245080928 2.5162278956850059 1.1254332782864365 1.0816635698720336 2.8062579319703214 1.0281248827232037 0.25478275323985133 1.6078650495337559
leaf_count=42015 161 26 14 50 38 32 192 125 32 137 17 36 38 50 571 623 39 18 30 211 23 847 220 125 244 310 349 38 16 1373
internal_value=0 0.0289623 -0.0222295 -0.00273405 0.0334847 0.0701684 -0.00489789 -0.00215045 0.0281378 0.0444281 -0.0331502 0.00552969 -0.0436485 -0.0379397 -0.00665759 -0.0333883 0.0341362 -0.0485123 0.00453032 -0.00221598 -0.00714039 0.0264468 -0.0280825 0.0461661 -0.0649937 -0.00387671 -0.000892872 -0.00684074 0.0352248 -0.00253465
internal_weight=0 2.99845 1.18615 43.8338 2.47115 1.25647 41.3626 37.6968 4.88296 3.91723 3.66587 1.78718 3.35897 0.965726 32.8138 4.6755 0.855578 3.81992 1.2587 28.1383 24.0128 4.12553 1.09568 3.02985 1.2823 22.7305 21.6488 18.5878 3.06104 17.5597
internal_count=48000 201 40 47799 120 70 47679 47432 380 298 247 161 230 82 47052 1281 610 671 48 45771 44368 1403 431 972 267 44101 43791 43426 365 43388

Tree=86
num_cat=0
split_feature=0 154 153 41 151 21 38 97 71 70 131 47 162 1 97 130 127 120 135 149 166 120 87 30 152 75 107 125 47 119
split_gain=0.276682 0.731718 0.459001 0.421475 0.442121 0.474436 0.420463 0.522161 0.609914 0.591717 0.543348 0.534638 0.480847 0.405384 0.395763 0.405706 0.38798 0.397691 0.531341 0.731113 0.420362 0.374008 0.478821 0.443296 0.783125 0.625794 0.412557 0.474547 0.554511 0.582234
threshold=310207.00000000006 13.666594521949948 17.135511295707094 17673.000000000004 27720240.000000004 4329318.0000000009 7038476.0000000009 256.18197647937183 216370.00000000003 5261366.0000000009 17220384.163506657 4137467.0000000005 464697.00000000006 28.725025310233768 83315.736601057914 125.3565220822103 23483.520122053214 1341.0000000000002 817827.84976971615 9588330.0000000019 1573.0000000000002 67879.000000000015 1055250.0000000002 7761.0000000000009 151655.00000000003 556094.41717676504 182032.00000000003 66103.000000000015 51949568.000000007 2377835.0000000005
left_child=1 6 -3 4 5 21 7 8 -1 13 11 12 -9 -10 15 -13 17 -6 20 -20 -19 23 -23 24 26 -25 27 -2 29 -29
right_child=3 2 -4 -5 16 -7 -8 10 9 -11 -12 14 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.072267145586934353 -0.066775478724078421 -0.09597955415528131 0.050841608553971296 0.089414617222521808 0.012019039263733126 0.077695389102527934 -0.063581180508631097 0.013444934806249531 -0.030783562705497571 0.077772299820999286 -0.089361724269492293 0.055656634886259194 -0.095972638674765756 0.050888536440677604 -0.10087780799110807 -0.097807417261782909 0.059837908391013606 0.036509779832270987 0.053326048419976013 -0.085774751101528379 -0.098989579238458802 0.045247544140631438 -0.055017116254155708 0.060256803904019544 -0.075172160751554917 -0.050041043697308274 -0.064773976270099648 0.018800265815649687 0.099421911442026722 -0.03643116163399622
leaf_weight=1.645407654184966 0.83906430284334099 1.4125363538569207 0.25072448872197117 0.58296887487813265 1.58866448648041 0.98404699581442301 1.0964431009051612 1.415508523816112 3.5493262378031032 0.78248022051775468 0.4324465941172092 4.4814413366220833 0.56074023492874392 0.73330450609228126 0.18119493215272076 0.17915209521743225 0.5341879300540312 0.26271917670965272 0.91577509511262156 0.64327452599536628 1.7814702128525821 3.8384402033407232 0.54377104970626522 2.2851825285761147 1.5136038519849524 0.66382310551125545 0.89120177191216576 7.966970277804645 0.66976475948467928 2.5099539726070361
leaf_count=13244 45 819 55 77 94 99 292 4321 25247 43 45 698 881 547 80 41 23 8 27 34 150 233 35 124 115 25 55 399 25 119
internal_value=0 -0.0109054 -0.0738473 0.00524488 0.00351906 0.00978128 -0.00395275 0.000730232 -0.0193722 -0.00218926 0.0193356 0.0262299 -0.0176012 -0.016799 0.0441203 0.0497575 -0.0213127 -0.0296621 -0.0480393 -0.00406789 -0.0815752 0.00670461 0.0328061 0.000108009 -0.00713013 0.0354287 0.000867776 0.00574857 0.0112078 0.00556849
internal_weight=0 16.7207 1.66326 29.0149 28.4319 22.7058 15.0574 13.961 6.71052 5.06511 7.25048 6.81804 1.97625 4.28263 4.84179 4.66059 5.72609 5.1919 3.60324 1.55905 2.04419 21.7218 4.38221 17.3396 14.3906 2.94901 12.877 11.9858 11.1467 10.4769
internal_count=48000 46313 874 1687 1610 1274 45439 45147 39081 25837 6066 6021 5202 25794 819 739 336 313 219 61 158 1175 268 907 758 149 643 588 543 518

Tree=87
num_cat=0
split_feature=34 78 152 137 28 70 161 144 120 118 75 119 104 65 65 134 64 63 71 18 152 59 59 98 18 62 110 156 166 8
split_gain=0.261251 0.372911 0.356265 0.722514 0.458255 0.62879 0.563004 0.521057 0.455716 0.594065 0.60031 0.513751 0.778588 0.556515 0.460331 0.566064 0.545132 0.448971 0.428872 0.423805 0.411703 0.471294 0.410898 0.405152 0.494094 0.544912 0.471742 0.569196 0.519662 0.465132
threshold=26409.000000000004 144610.00000000003 42481.23644608925 1105457.9449596191 761.00000000000011 5261366.0000000009 4256357.0000000009 29.000000000000004 1413.0000000000002 2751914.0000000005 424421.83907581057 790537.00000000012 337380.00000000006 377.00000000000006 4210.0000000000009 31705.062490020606 2149.0000000000005 15226.044890376297 386922.06119252293 4030.0000000000005 31757.000000000004 236425.00000000003 25542.000000000004 1570.248927520681 53812.796391916774 23701492.000000004 3684.0000000000005 2300.7600000000007 27546.000000000004 48384.000000000007
left_child=2 -2 3 4 5 7 20 -1 9 10 -9 12 -10 -13 16 -16 19 -14 -17 -15 21 22 -6 24 25 -4 27 28 -25 -29
right_child=1 -3 23 -5 6 -7 -8 8 11 -11 -12 13 17 14 15 18 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 29 -30 -31
leaf_value=-0.08959995857798192 -0.10794061071199629 0.051731408648866828 -0.049313764846841066 0.051686026664085796 -0.078779662694665548 0.044219040454336604 0.051094290571641512 -0.07353844598476561 0.027637169297608136 0.093277004629563065 0.060511165111221246 -0.10111735449442845 -0.10111013311115254 -0.0066488667651345111 -0.059053452989802802 0.063381370200204804 0.071407041909470614 0.097994199196848875 -0.07143862912294377 0.098747666342573703 0.082722864242176328 -0.070820505413646415 0.035836714221931076 -0.095835765138287177 -0.10584710833497596 0.036647150491136392 -0.0073027496562348571 -0.097655717409047063 0.069958886843635326 -0.025947605367984419
leaf_weight=0.65620092676352371 0.16100057138828461 1.5983892418562389 0.92867033190305193 2.9351008241010268 0.4593345615076021 3.5783901131071607 0.79439427703618992 0.65179340610403824 0.92697656655198679 1.1462888865280545 0.68534962592508109 0.4729186731833569 1.552830101008112 3.3647800252947477 1.7095471110906149 0.93715775123564504 1.8582861400745967 0.12216504373100168 0.31534412456676364 0.43030710694802099 0.25750282924218471 2.8759882604013001 0.98033266276070208 0.26695512860351112 0.34128018701449025 3.5811175835697213 6.6018225290972623 2.085827356542723 0.64782979058509227 1.5972452653513753
leaf_count=13695 17 190 684 334 498 189 25 2028 5201 88 849 2691 12797 2920 455 83 456 18 25 21 59 2301 970 62 13 170 448 526 77 110
internal_value=0 0.0371199 -0.00219915 0.00487642 -0.000902167 0.00659446 -0.0266123 -0.00248416 0.00154904 0.0404528 -0.00483162 -0.00671549 -0.0458946 0.00450139 0.010299 -0.021635 0.0270307 -0.0865885 0.0294376 0.00530155 -0.0401105 -0.0474397 -0.000732336 -0.013974 0.0101664 0.0189458 -0.0244303 -0.0490228 0.0215762 -0.0665579
internal_weight=0 1.75939 42.7617 26.711 23.7759 18.4083 5.36755 14.8299 14.1737 2.48343 1.33714 11.6903 2.60197 9.08834 8.61542 2.96205 5.65337 1.675 1.2525 3.79509 4.57316 4.31566 1.43967 16.0507 4.85107 4.50979 11.1997 4.59786 0.914785 3.68307
internal_count=48000 207 47793 45703 45369 41516 3853 41327 27632 2965 2877 24667 18016 6651 3960 563 3397 12815 108 2941 3828 3769 1468 2090 867 854 1223 775 139 636

Tree=88
num_cat=0
split_feature=7 169 157 25 86 28 39 26 163 29 144 108 138 15 55 106 0 123 117 119 123 73 20 143 121 157 25 119 58 37
split_gain=0.250825 0.236346 0.479922 0.343915 0.413065 0.399438 0.442971 0.312565 0.425954 0.294318 0.349806 0.278937 0.522093 0.457497 0.524648 0.476247 0.563871 0.401065 0.622788 0.660267 0.439316 0.400243 0.396156 0.540958 0.654448 0.450887 0.401871 0.384076 0.695304 0.401555
threshold=112682.00000000001 37.675145459107775 9206.7546238102241 10076375.000000002 116266.00000000001 17789.110934445347 8163848.0000000009 17.137730278491961 887927.00000000012 2116.49165515509 4721.0000000000009 2651.0000000000005 19088.972743475402 13.000000000000002 2452756.0000000005 228739.00000000003 970397.00000000012 2875.9025585659165 3210084.0000000005 1737039.0000000002 1344.0940984001697 511760.00000000006 1868405.0000000002 455849.8126155021 5.0000000000000009 10629.144461372258 7681111.0000000009 113242.00000000001 640367.00000000012 775480.00000000012
left_child=1 3 7 9 5 -5 -7 8 -3 11 -11 12 13 15 27 17 -17 18 19 20 -1 -22 23 25 -25 -13 -27 28 -15 -29
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 -12 22 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.0028467508279452782 0.085552011705956277 -0.096406758124915573 -0.070318935166063981 0.083857010251710037 -0.051156214828498393 0.080122963891775034 -0.051986445135407913 0.10385821747270814 0.059057248216673811 -0.096429236371036717 0.071365129403191382 0.0061132751683827943 -0.093287118193766103 -0.052347461392196572 0.0029185022194727706 -0.088229749928085854 0.082286919164375583 0.028829713751699307 0.048224535525400153 -0.10153915779073922 -0.098605749836608095 0.0904889649957209 0.06370277983591302 -0.006324344697820782 0.097645502608712451 -0.067871071273350708 0.029401968015150017 -0.085213185685636864 0.099700553829599858 0.0063947511120957708
leaf_weight=5.8942046823632115 0.33501918294859834 0.34298469898749251 1.3769915679004041 1.4406750858179291 0.48528974031796668 0.43296084243411292 0.61338869319297373 0.31066253565950319 0.36251296201953664 0.14312469083324575 0.94177536464485456 5.4836749038399812 0.72320139803559769 0.97423749689483485 3.430127542509581 1.0324111789177539 0.23878401657566417 5.5678314032079461 1.7813214000416335 0.83183268541597488 0.78452000496145036 0.13056335413784836 1.1971607913146716 1.2442856581183153 1.1791653472464529 1.8664025809084708 0.54984180070459832 2.5734887884236746 0.43506301450543106 0.58778508956675057
leaf_count=27440 73 50 60 62 23 12 34 15 36 121 82 1861 47 512 271 197 10 1503 152 536 1853 212 67 40 34 166 24 12345 18 144
internal_value=0 -0.00131149 -0.0318495 0.000490204 0.0332358 0.0497031 0.00267808 0.0202801 -0.0165231 -0.002099 0.049229 -0.00362439 -0.00955999 -0.00706427 -0.0266412 0.00256766 -0.0561995 0.0075512 -0.00502253 -0.0174356 -0.00716144 -0.0716259 0.00924856 0.00293371 0.0442637 -0.00974505 -0.0457356 -0.0488252 -0.00540895 -0.0681802
internal_weight=0 42.9563 2.39315 40.5631 2.97231 2.48702 1.04635 1.01616 0.705498 37.5908 1.0849 36.5059 24.9854 24.2622 8.0007 16.2615 1.2712 14.9903 9.42244 7.64112 6.80929 0.915083 11.5205 10.3234 2.42345 7.89992 2.41624 4.57057 1.4093 3.16127
internal_count=48000 47927 161 47766 131 108 46 101 86 47635 203 47432 45240 45193 13290 31903 207 31696 30193 30041 29505 2065 2192 2125 74 2051 190 13019 530 12489

Tree=89
num_cat=0
split_feature=44 166 41 160 165 21 31 127 144 145 2 9 140 2 112 69 39 21 63 71 76 132 30 30 131 162 142 128 87 26
split_gain=0.236502 0.5976 0.279477 0.411453 0.278163 0.400585 0.346977 0.394275 0.395804 0.425747 0.375508 0.28845 0.361591 0.597039 0.37997 0.511138 0.487369 0.395424 0.348508 0.523075 0.563351 0.693834 0.54136 0.505621 0.42826 0.674724 0.492773 0.409738 0.384502 0.372092
threshold=271098.00000000006 15790.000000000002 65836.000000000015 659979.00000000012 6868986.0000000009 5653542.0000000009 779.00000000000011 20558.577917383296 54111.000000000007 33852079.000000007 2341.0000000000005 4858369.0000000009 94820.942648657146 330262815.32834882 7844.5053998708208 1263683.0000000002 41663492.000000007 2510054.0000000005 921.00000000000011 383632.55775805924 223210.00000000003 4259.8541069803314 182.34017868333629 862.6131644221532 29142109.982765369 2511459.0000000005 70370.000000000015 65165.000000000007 8390.0000000000018 4.2261233057085672
left_child=2 -2 4 -4 5 11 -6 8 9 -8 -11 12 18 14 15 -14 17 -17 19 20 24 22 28 -24 25 26 -1 -28 -22 -20
right_child=1 -3 3 -5 6 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 29 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.088332460898538745 -0.081350627665028319 0.050734759915889729 -0.062325959508669572 0.099739972511600494 -0.094484969271263083 0.063767473313510681 -0.086633640946771187 0.081381151923662132 -0.080430550062071504 0.050807647097967236 -0.072847207638728595 0.073257605490268857 0.054303666620204395 -0.073330374353254388 0.039431512892474291 -0.091567071322706903 0.031644927031632263 0.038957563084116194 0.018985976390360326 0.02221678207208861 0.10038938817555881 -0.076858200568551097 0.068319533291086171 -0.071842230219959974 0.096129961699073049 -0.10203969543799103 -0.045282393827593116 0.060280080218494216 -0.065554524300010936 -0.024659449402872641
leaf_weight=0.37309295533396136 0.40936528136080541 2.0980699228148296 0.21430850826436554 0.58227505747345276 0.67006458131072522 0.93329055482899903 0.45144349406473416 0.37230438599362958 0.95904152744333249 1.151964623655658 0.31212157360278059 0.49349866970442136 0.64536908786976654 1.8392640310230488 1.3189111839337782 1.5375870243806278 0.60747173754498351 0.27336668811039988 12.052202644325915 3.516914840813409 0.15501832842701224 2.8921413933476288 1.1106767375152622 0.33500491519862396 0.48253814567578945 0.58278754248749454 0.47527322761925495 1.6244355008529963 1.4065064081209802 2.3311286647667648
leaf_count=1963 31 122 12 58 120 78 81 16 90 73 53 57 229 384 60 183 17 14 3468 4931 196 2777 8140 5372 18 112 179 226 18623 317
internal_value=0 0.0291704 -0.00249621 0.0561386 -0.00369681 -0.000867513 -0.0289684 -0.0154476 -0.0279885 -0.00173256 0.0244463 -0.00263895 -0.00375502 -0.0255129 -0.00544565 -0.0247645 -0.0458642 -0.0718641 0.001197 -0.0107003 -0.0229669 -0.041888 -0.00825592 0.0358401 0.00858146 -0.00524419 0.0175685 0.0363858 -0.0490807 0.0119123
internal_weight=0 2.50744 39.7 0.796584 38.9034 34.9865 3.91694 3.24688 2.87457 1.91553 1.46409 34.0532 33.5597 6.22197 4.38271 3.06379 2.41843 1.81095 27.3377 12.9544 9.43748 5.89935 3.00721 1.44568 3.53813 3.05559 2.4728 2.09971 1.56152 14.3833
internal_count=48000 153 47847 70 47777 47344 433 313 297 207 126 47266 47209 887 503 443 214 197 46322 42537 37606 35108 32331 13512 2498 2480 2368 405 18819 3785

Tree=90
num_cat=0
split_feature=17 135 137 40 66 109 71 74 31 113 86 64 79 129 164 48 155 123 66 154 9 143 165 20 45 35 72 17 90 101
split_gain=0.250571 0.328231 0.463542 0.423163 0.380225 0.549127 0.417313 0.426424 0.442923 0.388822 0.363283 0.385459 0.349581 0.345795 0.341192 0.499013 0.386661 0.36831 0.322733 0.32066 0.301979 0.514956 0.491997 0.497115 0.476449 0.471334 0.3864 0.40021 0.437534 0.546967
threshold=2695.81312996516 53383.975115999252 49733.000000000007 1589645.0000000002 626.36499131542826 29.000000000000004 176090.00000000003 454960.34135405393 1963.0000000000002 251.00000000000003 86895.000000000015 1786.0000000000002 159660.00000000003 233.62285230867832 1880859.0000000002 116753.00000000001 57116995.000000007 5603.5156687188055 294.22758065565216 86.770245943539649 597.00000000000011 328660.22635353991 307824.00000000006 4673.0000000000009 551367.00000000012 4649342.0000000009 119735.24089545052 3317.0000000000005 1034689.3837881278 7077.0000000000009
left_child=1 4 -3 -4 5 9 13 8 14 12 -6 -12 -1 -7 15 16 18 -18 -8 -5 26 22 23 -22 -24 -25 -2 -28 29 -29
right_child=20 2 3 19 10 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 24 25 -26 -27 27 28 -30 -31
leaf_value=0.047607062199842148 0.093623452547324001 0.046749657493240407 -0.08589091672995508 0.016788736036256219 -0.06845640846734001 -0.071388828092417048 0.047211838974553749 -0.075376723244293689 -0.04082939942354441 -0.095294643049664451 0.071603738862020913 -0.06203419067823749 -0.10313777291723168 0.067491875220442046 0.068753043332583988 -0.089205309881844483 -0.10350506417632549 0.060662019369322195 -0.10033910153587677 -0.087445316564313175 -0.10138846781082916 0.061650812030482338 -0.018961734126133258 0.074922952500099199 0.080553700849625057 -0.085499506495490152 0.083730862626166996 0.014651010901401668 -0.08057845474185038 -0.032635993433792851
leaf_weight=0.48312019441664089 0.39058993316575907 2.2378471535366762 0.62776261007502432 2.5478135685580132 2.3000545121794853 1.1201122928318898 2.9935309815120696 0.52308579948408951 1.0684605514234133 1.1043739157195953 0.4504440165546838 0.41439200807508314 0.22570916435142863 0.21344448949548667 1.5862427245938304 0.41923755538391549 0.39895656634598697 0.20786145384045085 0.15596082245474452 0.3338064815616234 0.20995882432543878 2.247774645104073 4.9083289298705495 1.9463263397765334 0.53338080480170891 0.20217016665264953 0.46078882373421848 5.7157171933126811 0.84368882235139686 4.2761619359571341
leaf_count=2784 44 358 259 390 582 5704 7917 4005 669 19925 138 65 82 164 150 486 166 27 373 53 70 134 522 212 40 6 199 2065 26 385
internal_value=0 -0.00886534 0.0111853 -0.0114933 -0.0172982 -0.00814028 0.00230766 0.0116415 0.0183057 -0.0581954 -0.0476814 0.00757022 -0.000393899 -0.0491601 0.0292717 0.0142731 0.0258223 -0.0472707 0.0399052 0.00471428 0.00676681 0.019479 0.00732639 0.0454754 -0.00920752 0.0598274 -0.00416262 -0.00754373 -0.0114252 -0.00558611
internal_weight=0 19.4122 5.74723 3.50938 13.665 10.5001 8.68689 7.35334 6.83025 1.8132 3.16489 0.864836 0.708829 1.33356 5.76179 4.17555 3.75631 0.606818 3.14949 2.88162 21.7349 10.0479 7.80017 2.35846 5.44171 2.1485 11.6869 11.2964 10.8356 9.99188
internal_count=48000 44297 1060 702 43237 42452 19661 13793 9788 22791 785 203 2866 5868 9119 8969 8483 193 8290 443 3703 984 850 288 562 218 2719 2675 2476 2450

Tree=91
num_cat=0
split_feature=34 40 48 37 2 163 8 114 162 163 98 156 8 142 152 18 135 37 104 66 21 97 115 104 138 127 90 147 59 147
split_gain=0.226869 0.280057 0.445892 0.37034 0.396731 0.762028 0.609989 0.500037 0.48055 0.413569 0.447965 0.469998 0.537288 0.659638 0.554551 0.506429 0.395197 0.384655 0.337179 0.426114 0.285902 0.279106 0.339288 0.320389 0.411391 0.386347 0.539778 0.395398 0.564403 0.560365
threshold=26409.000000000004 5296970.0000000009 1554358.0000000002 1955214.0000000002 209790171.58272746 8365152.0000000009 377994.00000000006 11011.000000000002 4688218.0000000009 4348112.0000000009 531.00000000000011 2934.7426424183063 45054.000000000007 573981.00000000012 14201.000000000002 4.4161776550625413 405746.32372340065 10323.000000000002 2462697.0000000005 56.409125471363332 5653542.0000000009 93440.000000000015 9752314.0000000019 26069301.000000004 19088.972743475402 11613.65383581316 406250.00000000006 749083.00176358537 250317.00000000003 485821.00000000006
left_child=1 2 21 4 7 6 -6 9 16 10 -3 -12 13 14 15 -13 -9 18 19 -14 -16 22 23 24 25 27 -27 28 -1 -30
right_child=-2 3 -4 -5 5 -7 -8 8 -10 -11 11 12 17 -15 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0056245381487048654 0.036497141970569434 -0.077575118919733302 -0.091123043490333427 0.083968973332029462 -0.085245712466262447 0.091333169157055333 0.1021910225480734 -0.064691363719825187 -0.08394187038889063 0.067322101683322186 0.064957593025837854 0.042557657244317253 0.071582282342135026 0.095151974248575244 -0.09719083974414594 -0.099115638076904711 0.065049436627997143 -0.046417858924236499 0.075373055802975431 -0.096277619696103531 0.10411418305775494 0.059243679741336853 -0.064040436570173109 0.032180352700764935 -0.075391823552670392 -0.059227637632779495 0.071929425243191167 0.023723772233035609 -0.080269028915512131 -0.0050486041513268772
leaf_weight=7.4521914035833863 1.5846132405904416 0.5162877838756631 0.6390790344985352 0.62856868992094028 1.5032096246759477 0.39039708163181774 0.19629806670127425 0.38101246007135958 0.96122534305322915 1.6615853323455656 1.703056430298602 0.95411628148940575 0.30664273998991198 0.40561689797323186 1.2917797053160027 0.34302823315010755 0.61172460298985243 0.46415167849045236 1.7541182155546264 0.29838202515384182 0.074627559632062801 0.62911616006203885 1.0412645761971351 2.0340563711361019 0.90417337184407998 2.3198196305611414 0.36286723613739003 4.7535582159325704 1.9000162288280082 2.0686453198286472
leaf_count=36573 207 123 492 31 394 31 27 38 54 151 144 113 31 10 434 94 32 33 99 21 3 25 60 63 46 489 18 248 7691 225
internal_value=0 -0.00211053 -0.00870876 0.00889948 0.00548446 -0.0346552 -0.0635962 0.0126377 -0.0335436 0.0218705 0.0125604 0.0186872 0.00531397 -0.0236477 -0.041739 0.00509233 0.0152549 0.0367978 0.0531701 -0.0112017 -0.0861964 -0.00646424 -0.0082744 -0.00561019 -0.00950003 -0.0063406 -0.041487 -0.000511225 -0.0105983 -0.0410608
internal_weight=0 38.5506 24.1048 14.4458 13.8173 2.0899 1.69951 11.7274 1.95396 9.77339 8.11181 7.59552 5.89246 3.06917 2.66355 1.29714 0.992737 2.82329 2.35914 0.605025 1.36641 23.4657 22.8366 21.7953 19.7613 18.8571 2.68269 16.1744 11.4209 3.96866
internal_count=48000 47793 45930 1863 1832 452 421 1380 124 1256 1105 982 838 654 644 207 70 184 151 52 437 45438 45413 45353 45290 45244 507 44737 44489 7916

Tree=92
num_cat=0
split_feature=71 134 65 79 65 156 18 96 73 165 40 121 11 163 28 13 8 12 68 37 14 66 162 64 3 45 36 127 71 43
split_gain=0.225137 0.383102 0.379107 0.368423 0.47 0.451057 0.576462 0.430826 0.427673 0.376833 0.348004 0.449033 0.391526 0.48634 0.33265 0.438237 0.515178 0.572503 0.455259 0.37474 0.34389 0.33629 0.334722 0.330784 0.312564 0.323154 0.303615 0.720304 0.392218 0.385462
threshold=260273.46148850801 74886.91703461374 845.00000000000011 138310.00000000003 2023.0000000000002 803.66000000000008 143.00000000000003 2529231.3600000008 186709.17034219176 3573997.0000000005 3978065.0000000005 363.00000000000006 26506314.000000004 8365152.0000000009 26379.000000000004 1711720.0000000002 25598.000000000004 1524780.0000000002 1182567.0000000002 4954.0000000000009 210790.00000000003 4464.6539326173579 3902918.0000000005 47.000000000000007 190266.436560556 95693.000000000015 21029.000000000004 9652.556025276479 265360.00000000006 48407.000000000007
left_child=1 3 -3 4 7 6 -6 8 -1 -5 11 26 14 -14 15 16 17 -12 -19 -18 -17 22 -22 -9 -4 -26 27 28 -2 -28
right_child=10 2 24 9 5 -7 -8 23 -10 -11 12 -13 13 -15 -16 20 19 18 -20 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.0040757481156509035 0.082357374845349704 -0.078686745497096366 0.058873231760270872 0.019095625410430569 -0.093907823337251062 -0.081498091650278506 0.10355014737366186 -0.10158988296762682 -0.1005983050072989 -0.096466286660763817 0.052254855892746692 -0.1019990880242253 -0.07696756634121027 0.067458497683735408 -0.034359292485917035 0.081256605881610863 0.06238945941033374 -0.070820414886629629 0.085816335747556094 -0.022831249979210631 -0.098384865368515928 0.10496179814741036 0.038140939269405774 0.048229672708233084 -0.093475914946271318 0.042007053104616429 -0.004744936907140512 -0.060253187322061946 -0.0015579319050045258 0.083239425282814014
leaf_weight=0.84694888042667515 0.58591297381373131 0.33408322686227565 1.6575627321108188 2.6809221941762194 0.26785441681795452 2.5286903935420924 0.33000724693010852 0.16623617631375953 0.72400073773360418 0.3153696829904219 0.76489310625765439 0.46062124374839086 0.83094625353987861 0.32409575201745611 0.85306149735697623 2.2851585931894083 2.1959121484178472 1.5166705246483614 0.21142038982361544 0.67447359504876647 0.33383714769297501 0.27517588943010196 0.38863304443657398 1.2984716215705701 0.3267751706916896 0.38168813273659907 1.1183082463330714 2.1555043256598756 11.282310019335206 0.89759037166368205
leaf_count=3542 429 51 125 4423 358 1605 47 46 11111 91 99 1095 70 38 91 127 225 429 5 51 68 11 26 173 70 33 95 231 23194 41
internal_value=0 -0.0120715 0.0210311 -0.0218308 -0.0358166 -0.0630294 0.0150849 -0.00778887 -0.0441652 0.00693235 0.00444394 -0.00465285 0.0185321 -0.0364427 0.0252167 0.0310946 0.0134811 -0.0197749 -0.051657 0.0423646 0.0598712 0.0108869 -0.0249445 0.031226 0.0351112 -0.0204838 -0.00185729 -0.00707364 0.00258482 0.0344306
internal_weight=0 11.8586 2.70011 9.1585 6.16221 3.12655 0.597862 3.03566 1.57095 2.99629 27.1545 16.5002 10.6543 1.15504 9.49924 8.64617 5.36337 2.49298 1.72809 2.87039 3.2828 0.997646 0.72247 1.46471 2.36603 0.708463 16.0396 14.0237 11.8682 2.0159
internal_count=48000 21675 279 21396 16882 2010 405 14872 14653 4514 26325 25085 1240 108 1132 1041 809 533 434 276 232 105 94 219 228 103 23990 23854 23623 136

Tree=93
num_cat=0
split_feature=17 66 45 138 94 71 69 31 25 123 71 108 108 166 49 62 83 139 51 165 138 60 147 3 79 138 129 91 40 144
split_gain=0.228421 0.342196 0.544958 0.465818 0.42381 0.377694 0.364428 0.362061 0.391776 0.379336 0.372423 0.348767 0.460894 0.365878 0.372525 0.359959 0.302677 0.284504 0.27699 0.498375 0.595975 0.57644 0.40757 0.373358 0.336801 0.428677 0.373886 0.427716 0.439495 0.372742
threshold=447.00000000000006 610.64629377973631 198073.00000000003 9286.1150466394174 45421890.240000002 278350.85770770942 8466866.7250972968 2113.0000000000005 1136088.0000000002 586.03627124960417 344454.5997309917 45.000000000000007 12025.000000000002 47.000000000000007 5.0000000000000009 5139755.0000000009 31628904.000000004 272021.54492956109 1.0000000180025095e-35 32633.000000000004 50370.233660895872 164495.00000000003 1574989.7236245985 169929.42184966427 232270.00000000003 18855.420657260798 0.98952771966860109 191936.97932282416 1449069.0000000002 26154.000000000004
left_child=1 4 3 -3 6 -4 7 8 11 10 16 13 -13 -1 -15 -14 -10 18 24 23 21 22 -21 -20 25 26 29 -28 -29 -2
right_child=17 2 5 -5 -6 -7 -8 -9 9 -11 -12 12 15 14 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.079207085133189636 -0.0022916549850034518 -0.080926573320188488 -0.058558860603751921 0.027205472373435197 0.057588728385916367 0.043641218116366148 -0.092628295971960137 -0.051428293622599708 -0.099405091300624152 0.045134857459841193 0.073496277293963394 -0.093520730054459433 0.097511174165844927 0.038736697439702338 -0.10255854708364803 -0.088854276798072576 0.033790863274422482 -0.060655136649421931 0.043549125040209517 -0.0035522963056926408 0.10526901483114282 -0.04877068799199985 0.086991601621907402 -0.098772483077019829 0.035868734315017026 -0.058016847977889842 -0.065675846802990712 -0.064068520850478192 0.061477063121867341 0.04174612943652975
leaf_weight=0.41787757065762443 3.5419184837355786 2.212508735268329 0.529545522457738 0.48587755701737467 1.1248401796910901 1.1402249921229666 0.47544191048655271 1.3164797005565558 0.55830278897701624 2.997387738816542 0.28994963635341264 1.0129294336120436 0.28028536731153497 1.7646901892813986 0.20865856074851752 0.1644435260877799 0.2456841959792655 0.62671396919176814 0.23085307049222936 1.5736229071653727 0.51231290213763703 1.957989633985562 0.72674185538198788 0.91454266698747233 5.0456780941676689 0.99179766967427063 1.204755193748497 0.42602277692640178 0.80708478442102205 4.2025016449661052
leaf_count=15125 2587 834 74 34 66 73 45 1093 136 462 19 16426 105 6976 1470 166 25 53 56 235 12 103 38 57 894 45 260 34 38 459
internal_value=0 -0.0100358 -0.0336712 -0.0614561 -0.000526455 0.0112298 -0.00724341 -0.00285787 0.00519506 0.0267397 -0.0236632 -0.0177066 -0.0562618 0.00579606 0.0237964 0.0286004 -0.0587028 0.00578752 0.00766866 -0.0108534 0.00336822 -0.00889124 0.0250527 -0.0700877 0.0144245 0.00474129 0.0108542 -0.0232994 0.0181027 0.0216054
internal_weight=0 15.2251 4.36816 2.69839 10.857 1.66977 9.73213 9.25669 7.94021 4.09132 1.09394 3.84888 1.45766 2.39123 1.97335 0.444729 0.803987 22.7625 22.1358 5.91606 4.77067 4.25835 2.30036 1.1454 16.2198 11.1741 10.1823 2.43786 1.23311 7.74442
internal_count=48000 43129 1015 868 42114 147 42048 42003 40910 642 180 40268 16697 23571 8446 271 161 4871 4818 501 388 376 273 113 4317 3423 3378 332 72 3046

Tree=94
num_cat=0
split_feature=7 40 25 71 69 153 65 18 21 72 42 157 64 95 132 120 77 61 51 92 109 88 52 94 108 165 127 107 37 3
split_gain=0.203964 0.255263 0.206704 0.217683 0.45214 0.383334 0.395199 0.378397 0.394951 0.384001 0.368487 0.439547 0.376815 0.530212 0.36629 0.354178 0.444526 0.45579 0.467774 0.412463 0.405883 0.400802 0.496701 0.323244 0.3189 0.328859 0.300069 0.342814 0.299183 0.636501
threshold=21299.000000000004 3418141.0000000005 1.0000000180025095e-35 323286.71601112356 1686298.0000000002 0.28592642766901205 14739.598155203588 501.00000000000006 1187.0000000000002 126110.00000000001 26960.000000000004 4813.4796602432834 1259.5308877328682 824666.40000000014 4259.8541069803314 2697.0000000000005 332083.23062438803 609.00000000000011 1.0000000180025095e-35 2900.3758577916406 190468.05539291029 62507172.000000007 8368744.0000000009 230084.03910677118 189.00000000000003 835933.00000000012 86.792017817373576 40124.000000000007 134262.00000000003 189989.20095661347
left_child=2 -2 -1 7 5 23 -7 8 9 -4 11 12 13 -6 -14 20 28 19 21 -18 -12 22 -19 -5 25 -11 -16 -28 29 -17
right_child=1 -3 3 4 10 6 -8 -9 -10 24 15 -13 14 -15 26 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.083989681423337903 -0.031700719358730353 0.085125856126141319 0.044823099574581818 -0.029319741306269593 -0.095500668683275863 -0.068517221247630933 0.095871793960080567 0.028349003635235015 -0.0078385708703252299 -0.074406082071477461 0.085074077095288997 -0.088015966029277456 0.094103044217813986 0.053024629524693903 0.034065153118089046 -0.075631169747306423 -0.017418582541011144 -0.062642346398273485 -0.080991667403595105 0.079666209442743205 -0.029622990652488398 -0.093083581057856732 0.033854455598394444 0.065250039073964025 -0.097910440878918703 0.0626179714922908 -0.082571461390944553 0.053479610928885792 0.062228233241239841 0.095644191617296564
leaf_weight=0.30266274101769752 0.27542006544626829 0.58274933629945735 0.3481040135629766 0.41753541827534224 0.88089906256573092 0.57061604553837231 0.19663652621966321 2.3388880519919431 12.600533548021756 0.40355530516919635 1.110312762291868 0.89809610808879359 0.45645423858150058 0.33053966506122379 0.94392433353641514 0.56054626664263052 0.90179454383178359 0.74903646290476977 1.2989262526971286 0.85014774627052248 0.42725206026807416 0.48332889890298236 1.8530668770254122 2.689818866573205 1.3218582110966961 0.30946881072850374 0.68489363850676455 0.25385065749287605 1.6173570441897025 0.35400021722307429
leaf_count=196 41 156 1512 11900 154 337 13 494 8290 11954 56 153 31 19 95 64 51 107 64 37 33 39 90 2500 9349 93 64 19 72 17
internal_value=0 0.0476316 -0.00169535 -0.00100061 0.00653358 0.0369131 -0.0263865 -0.00905961 -0.014899 -0.0522325 -0.00149871 -0.0255166 -0.00970773 -0.0549757 0.0137367 0.00897061 0.00112476 -0.0134216 -0.0306496 0.0296928 0.0532025 -0.00945631 0.00607707 0.0525427 -0.0688356 -0.0149345 -0.00574817 -0.0457812 0.0363792 -0.00933436
internal_weight=0 0.858169 36.1541 35.8514 18.529 3.87461 0.767253 17.3224 14.9835 2.38299 14.6544 4.44866 3.55056 1.21144 2.33912 10.2058 8.6682 6.1363 4.38436 1.75194 1.53756 3.08543 2.6021 3.10735 2.03488 0.713024 1.88267 0.938744 2.5319 0.914546
internal_count=48000 197 47803 47607 15915 14750 350 31692 31198 22908 1165 535 382 173 209 630 541 388 300 88 89 236 197 14400 21396 12047 178 83 153 81

Tree=95
num_cat=0
split_feature=17 9 143 13 9 74 0 14 72 20 165 128 72 130 28 137 36 72 73 100 38 157 37 78 40 25 39 50 135 154
split_gain=0.198056 0.262533 0.408985 0.412475 0.320231 0.312965 0.308475 0.370843 0.300045 0.442435 0.422805 0.290356 0.291117 0.298851 0.609712 0.646989 0.416506 0.312692 0.285081 0.267171 0.28206 0.281752 0.262396 0.253944 0.253158 0.249333 0.274796 0.25974 0.384141 0.434184
threshold=2695.81312996516 597.00000000000011 328660.22635353991 389063.00000000006 219.00000000000003 177310.00000000003 82573.000000000015 107166.00000000001 297479.0486131162 602383.00000000012 3573997.0000000005 155.00000000000003 309445.67298338981 217.66569746050627 1217.0000000000002 22491.440012080504 4291.0000000000009 319210.4725973453 293156.7235829967 416379.00000000006 3801471.0000000005 8093.0000000000009 257548.00000000003 544344.84003321861 2212852.0000000005 5917944.0000000009 28003541.000000004 87.000000000000014 53383.975115999252 9.7524683319651064
left_child=25 4 3 -3 5 -2 -5 -8 9 10 -7 -10 -13 14 15 17 -16 -14 -19 20 21 -9 -20 -15 -17 27 -27 28 -1 -30
right_child=1 2 -4 6 -6 8 7 19 11 -11 -12 12 13 23 16 24 -18 18 22 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.019115858798568437 0.058561577321775075 0.045169765310508481 0.059580865681205353 0.090508860627670912 -0.10051886443773002 -0.089267619297779432 -0.045679815195567894 0.0028198815086998901 -0.07619237288888954 0.054950326120653592 0.074871582385747842 0.084013255651780805 -0.10812615170329676 0.062180181739525213 -0.076501939334004357 -0.09722833601556069 0.049538709385864188 -0.10239266855660197 0.089843136601569118 0.053702357892359998 0.055228179147330331 -0.10175038462974535 -0.014604388097114019 -0.0086858103596229048 0.028760058897307945 0.057523109178804849 -0.038229948491680585 -0.064657938017368521 0.042028779459702813 -0.026247079142214524
leaf_weight=10.449137479415663 0.808166207324576 2.0497781251970064 1.9469530560309065 0.29563180519107835 0.33490818093469066 1.238431767068503 2.0953064544446534 0.59731119754724227 0.44196527690655774 0.36527905927505333 0.17970564449205984 0.46296446369069588 0.11636810869367797 1.2373347603715958 1.5839745834819039 0.52764105537607964 0.31418419816327503 0.10039345396216948 1.3475200084367314 0.93386599187215313 0.41331322042969976 0.45312793995253742 0.29278641992550536 0.85513266801353882 0.22858185126096942 1.0690024515206449 0.41647979183471751 0.89010448611810922 2.5649464169277971 1.4624760715173577
leaf_count=41546 137 346 134 45 43 1206 249 64 170 15 8 110 43 35 469 64 14 24 296 72 27 47 33 37 15 72 35 1811 381 452
internal_value=0 0.00640692 0.0191444 0.00763166 -0.00431648 -0.00112662 -0.00843682 -0.0149474 -0.00631782 -0.0431895 -0.068468 0.00243951 0.00735718 0.00198324 -0.0125044 0.0188268 -0.0556396 0.0505784 0.061188 0.01191 -0.0147532 -0.0422886 0.0711998 0.0332192 -0.0591461 -0.00844464 0.0306771 -0.0122265 -0.00900272 0.0172358
internal_weight=0 19.2206 8.78529 6.83833 10.4353 10.1004 4.78856 4.49292 9.29226 1.78342 1.41814 7.50885 7.06688 6.60392 4.51145 2.61329 1.89816 1.85707 1.7407 2.39762 1.46375 1.05044 1.64031 2.09247 0.756223 16.8521 1.48548 15.3667 14.4766 4.02742
internal_count=48000 3703 984 850 2719 2676 504 459 2539 1229 1214 1310 1140 1030 958 475 483 396 353 210 138 111 329 72 79 44297 107 44190 42379 833

Tree=96
num_cat=0
split_feature=34 0 167 152 64 95 126 8 136 144 92 79 87 49 99 135 147 136 71 9 63 38 110 123 39 76 15 52 98 18
split_gain=0.198902 0.249086 0.405297 0.238562 0.470575 0.484485 0.472823 0.455211 0.452357 0.416958 0.573299 0.361215 0.351723 0.38953 0.384176 0.34219 0.319576 0.31511 0.434509 0.422694 0.481297 0.58678 0.41203 0.370469 0.322602 0.305951 0.292478 0.29008 0.287753 0.331714
threshold=26409.000000000004 450689.00000000006 57.000000000000007 42481.23644608925 9633.1219099953796 824666.40000000014 3252.0000000000005 114517.00000000001 221075.54144240415 24002.724740423924 180.01562741857532 56950.000000000007 694650.00000000012 1.0000000180025095e-35 2363.5254533172142 428224.70478597045 255787.00000000003 157849.84298483279 176090.00000000003 1.0000000180025095e-35 1822.0000000000002 6345879.0000000009 2183.0000000000005 3081.0221904599657 11538761.000000002 198650.00000000003 1.0000000180025095e-35 16938495.000000004 1570.248927520681 53812.796391916774
left_child=3 2 -2 4 5 7 -7 8 9 10 12 -8 13 26 -15 -12 -6 18 27 20 21 23 -21 -20 -22 -14 -1 -11 29 -5
right_child=1 -3 -4 28 16 6 11 -9 -10 17 15 -13 25 14 -16 -17 -18 -19 19 22 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.048284837340735687 0.079293494942597603 0.10181868523195732 -0.047798760939230259 0.017096866610734642 -0.08439733391460684 -0.066175476758147792 -0.073461820871858471 0.073372721890574297 -0.070177017672963332 -0.088958653008261668 -0.083933940669701057 0.068444332581877404 0.047136735738903368 -0.10120032915179325 0.061602391703447362 0.04700421177074008 0.041995381158334184 0.089951163203393858 -0.10048530918923707 0.059669386815181802 -0.027818639804219131 -0.078808513910336664 -0.080787118804069288 0.04860956741755354 0.095463546328973165 -0.080796897637169907 -0.10046350907156512 0.077181473016531943 -0.023056470522166285 -0.103730984788384
leaf_weight=1.8450577211365811 0.4568456882607268 0.4105488184140994 0.55666458597033852 3.6657135160180583 0.2111940978002157 0.37454405657808765 0.19736404165723831 0.63060435777333701 1.2788492773806872 0.70835460094394864 1.8459070889525722 1.9680596116777449 0.24046479236494611 0.46375319772568024 0.21084594206604379 0.22378469927934919 3.7898527421129984 0.44731194172345556 0.20523906512335155 2.1018890237073724 0.33010891997037095 1.3027236834113862 0.23189769007512939 0.88657503718513908 0.59455813982640393 0.83967449058877719 0.1423885346548962 0.12339955952484161 8.703623630346554 0.24222461285535235
leaf_count=18909 68 44 95 854 265 104 106 84 250 902 4844 211 320 5128 471 20 343 23 753 245 66 164 60 189 24 7129 5087 6 1223 13
internal_value=0 0.036107 0.00948882 -0.0020448 0.00443524 -0.00275279 0.0375667 -0.00974163 -0.0134793 -0.00778969 -0.0275442 0.0555105 -0.00418693 0.0153416 -0.0503163 -0.0697763 0.0353238 0.00877264 0.00317302 0.0131021 -0.00982698 -0.0334901 0.0457129 0.0205827 0.0514514 -0.0523158 0.0376279 -0.06431 -0.0129349 0.00960763
internal_weight=0 1.42406 1.01351 33.806 21.1944 17.1934 2.53997 14.6534 14.0228 12.7439 5.81188 2.16542 3.74218 2.66205 0.674599 2.06969 4.00105 6.93206 6.48475 5.65299 3.3192 2.39454 2.33379 1.09181 0.924667 1.08014 1.98745 0.831754 12.6116 3.90794
internal_count=48000 207 163 47793 45703 45095 421 44674 44590 44340 41908 317 37044 29595 5599 4864 608 2432 2409 1501 1196 1106 305 942 90 7449 23996 908 2090 867

Tree=97
num_cat=0
split_feature=44 166 135 65 99 166 61 25 109 9 44 127 88 154 169 116 24 169 42 39 28 18 71 86 87 31 96 87 86 86
split_gain=0.201544 0.382385 0.248043 0.275275 0.227565 0.339534 0.337697 0.293826 0.472981 0.432578 0.418539 0.371275 0.332035 0.385034 0.365231 0.456141 0.354635 0.328183 0.3169 0.383079 0.308451 0.350819 0.28638 0.386568 0.393273 0.333763 0.294104 0.334844 0.283118 0.283021
threshold=271098.00000000006 15790.000000000002 71163.734243871688 6706.6722560628095 4310.0000000000009 257903.00000000003 1268400.0000000002 4896762.0000000009 197753.64444376141 43.000000000000007 117730.00000000001 83.000000000000014 77714689.000000015 26.038601432498101 9.4160029400704683 2697365.0000000005 14725575.000000002 2.4053304788373873 26960.000000000004 28003541.000000004 1143.0000000000002 65.000000000000014 333240.78763979819 24594.269030019332 1046850.0000000001 1963.0000000000002 4466110.080000001 702610.00000000012 116266.00000000001 4110.874610166893
left_child=4 -2 3 -3 6 -6 7 8 12 10 28 -11 13 14 15 16 17 20 -13 -20 22 29 25 -24 -25 26 -1 -28 -9 -22
right_child=1 2 -4 -5 5 -7 -8 9 -10 11 -12 18 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0069134809327140792 -0.075205111889220522 0.054277692140974845 0.083162052938876435 -0.068206185743188472 0.024802121906122854 -0.053351738166583229 -0.070952550149088731 0.015992801912526795 -0.097345590564936246 0.075598098642763498 -0.066769764558367528 -0.055894208694899375 0.10254902625354555 -0.074774398751445134 0.063839189318672052 -0.078539280307362347 -0.10289462671256373 -0.078462133848461554 0.06041245243297852 -0.038301114589916252 0.078924587651704001 0.0096266324144337577 -0.063315507933751708 0.057016420344652076 -0.079324441760523501 -0.074732838898094886 0.078183641523754885 -0.035079490005918416 -0.061324678368413814 -0.099517072984408414
leaf_weight=6.0126099422646559 0.29293001594487478 0.47058943610045367 0.93307487260608468 0.30075751310505439 4.9373098921205374 0.62640678517618642 0.78248209312732697 3.4843069219314184 0.62509997496681435 1.4500324976688719 1.0006665736436842 0.5402196389040913 0.26388050033710797 0.88209857271340375 0.69799365938024571 0.91557060574450666 0.36480786150787103 0.55168967674171732 1.3197826447430996 0.55991175211966027 0.099480538521448336 0.80305371757867761 0.37173525570026855 2.485781978123669 0.23124511004698423 0.60855180383077812 0.91499670621124074 0.36519062594743446 0.54810124915093172 0.83449545171902173
leaf_count=31275 31 38 65 19 632 81 160 174 121 88 43 38 9 468 120 222 29 623 87 38 128 341 7078 1967 253 863 46 40 21 2902
internal_value=0 0.030338 0.0484771 0.00651975 -0.00239578 0.0160029 -0.00622771 -0.00427462 -0.0119715 0.0104468 -0.00888176 0.0355846 -0.00871806 -0.0105373 -0.00682341 -0.0102111 -0.00562587 -0.00295361 0.0116082 0.0310083 0.000319492 -0.0388389 0.00650863 0.032327 0.0454125 -0.00358417 0.00235287 0.0458738 0.0054835 -0.0805107
internal_weight=0 1.99735 1.70442 0.771347 32.2775 5.56372 26.7138 25.9313 17.0283 8.90302 5.03307 3.86995 16.4032 16.1393 15.2572 14.5592 13.6436 13.2788 2.41991 1.87969 12.7271 1.73703 10.9901 3.08876 2.71703 7.90135 7.2928 1.28019 4.03241 0.933976
internal_count=48000 153 122 57 47847 713 47134 46974 46485 489 238 251 46364 46355 45887 45767 45545 45516 163 125 44893 3371 41522 9298 2220 32224 31361 86 195 3030

Tree=98
num_cat=0
split_feature=20 75 77 83 74 1 86 79 87 74 48 131 31 151 130 21 87 43 144 156 32 31 131 120 155 121 66 124 21 125
split_gain=0.189169 0.406172 0.303483 0.25882 0.25561 0.365081 0.259727 0.226548 0.387907 0.429925 0.493491 0.453588 0.335373 0.334248 0.386399 0.310373 0.332269 0.307035 0.274298 0.376201 0.300135 0.2893 0.3024 0.324262 0.6184 0.42353 0.492723 0.518952 0.498204 0.497684
threshold=2840630.0000000005 378857.90338566591 562191.31710454135 118728.00000000001 421715.52690460416 1.1744246468787665 84009.000000000015 194990.00000000003 579550.00000000012 278814.39826748357 33.000000000000007 29142109.982765369 2202.3537224200136 729809.00000000012 125.3565220822103 10884.000000000002 866260.00000000012 2253.0000000000005 193.00000000000003 1.0000000180025095e-35 12289.200340931133 3719.0000000000005 1336701.0000000002 59991.000000000007 21883290.000000004 55.000000000000007 236.39928197837 9402.6881797147835 2089.0000000000005 1200479.6586608216
left_child=3 -2 -3 4 6 -6 -1 18 -9 12 17 -12 15 -13 -15 16 -10 -11 19 -5 21 22 -20 25 -25 26 29 -28 -29 -24
right_child=1 2 -4 7 5 -7 -8 8 9 10 11 13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.10208105060556959 0.069212616017364711 -0.053431084045666238 0.067318721201005752 0.070393307736966101 0.051753978917016899 -0.10416129353760724 0.0003736269219143663 0.061979163282808516 0.070856123141598004 -0.092372192282393073 -0.058891031794429616 -0.051715568535859548 -0.057111049533852709 -0.032895901815069767 0.082592479354871642 0.068573144521155746 -0.087430905766158237 0.048247487175792081 0.058256232122852518 -0.088341837035153373 0.051548533457977996 -0.045327521086677675 -0.10142096661528555 -0.085359852971179137 0.037026205950959089 -0.069954008335863738 -0.077615787597814484 -0.056101166994840926 0.012303281861569886 0.032033647567747868
leaf_weight=0.75711542923225195 1.1369943380559555 0.71035888664482605 0.29440773103851825 0.18423255107700987 0.52562358262866848 0.21025294607469358 0.3675472026297939 1.3468935730943474 0.23766967643677972 0.17260173914019095 2.3287665168036256 0.63048407621681679 0.33476329299264751 0.47234749203198567 0.74924652767367661 1.9035220302557716 0.30003001698105436 1.5465760643678548 0.78109314956123554 0.78753900017948064 0.93228956788789119 1.7440097351723114 0.30375638647524139 0.47636930763883301 3.0969309314550628 1.202137037544843 1.4135462200795244 1.5446231120267837 3.4269951338865212 3.4904955275781049
leaf_count=10537 124 57 16 99 2357 212 139 271 71 414 2303 47 122 26 28 178 441 406 2938 5231 460 517 1787 559 432 12113 1218 276 249 4372
internal_value=0 0.028275 -0.0180501 -0.00244538 -0.0386162 0.00720623 -0.0685982 -0.000156894 0.0120493 0.00429801 -0.0109713 -0.0295169 0.036751 0.00741761 0.0379372 0.0496223 -0.0174662 0.0341296 -0.00646835 -0.0582482 -0.00373549 -0.00668405 -0.00240121 -0.00556935 0.0207105 -0.0138201 -0.00719092 -0.0241506 -0.00894917 0.0213497
internal_weight=0 2.14176 1.00477 31.2675 1.86054 0.735877 1.12466 29.4069 10.0229 8.67601 5.90002 4.18084 2.77599 1.85208 1.22159 2.44122 0.5377 1.71918 19.384 0.971772 18.4122 17.48 15.7359 14.9549 3.5733 11.3816 10.1794 6.38516 4.97162 3.79425
internal_count=48000 197 73 47803 13245 2569 10676 34558 4307 4036 3224 2404 812 101 54 690 512 820 30251 5330 24921 24461 23944 21006 991 20015 7902 1743 525 6159

Tree=99
num_cat=0
split_feature=17 48 15 157 68 85 116 51 30 124 2 134 36 14 138 67 121 1 20 5 148 66 97 10 156 5 9 43 152 61
split_gain=0.184233 0.238159 0.324138 0.274059 0.328613 0.332793 0.315149 0.296891 0.406495 0.279066 0.313141 0.277623 0.274509 0.270519 0.360534 0.419525 0.263961 0.232785 0.227089 0.205865 0.336189 0.334837 0.284692 0.506593 0.283532 0.266923 0.234829 0.251043 0.216526 0.390636
threshold=7798.0000000000009 200502.00000000003 27038.000000000004 9206.7546238102241 581293.00000000012 1273984.6943671468 2697365.0000000005 1.0000000180025095e-35 18314.000000000004 93739.43386914341 479761768.35101503 67649.240714957341 24156.000000000004 100859.00000000001 4720.3131712296172 22735453.000000004 149.00000000000003 16.047648195797528 1868405.0000000002 44.934938473420381 65173.000000000007 1965.4034532280766 20.511253816311214 810980.00000000012 6027.4680456224314 19.585243488908571 158332.00000000003 31298.000000000004 43905.000000000007 3.0000000000000004
left_child=19 3 -3 7 -5 11 -7 9 -9 10 13 -6 18 14 15 16 -2 -8 -12 21 24 25 23 -23 -21 28 -22 -28 -1 -30
right_child=1 2 -4 4 5 6 17 8 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 20 26 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0040242521059903778 0.056251820004701317 0.057427714351817177 -0.061540393553300578 -0.06026344373013829 -0.022998563561780414 0.062557896515749542 -0.079890615430658438 -0.06682695412371957 0.06578625933571923 -0.0929876030409892 -0.10195042810943374 0.074279151801053211 0.072977090850147322 0.066586491464850017 -0.080283172562500282 -0.04936771186453421 -0.10153220599468274 -0.010596379448900647 0.10154865629469637 -0.091321410224228142 0.070932680294001557 -0.071981922857999522 -0.099698779672000984 0.077385091958085073 0.05507041224319429 -0.087868433538630566 -0.071719758103236733 0.033539118408881199 0.039010309534392301 -0.039698347667010227
leaf_weight=9.6791170106073547 2.2227800232130899 1.6518277828854468 0.26588061521761108 1.2164433926373019 0.44928212599188577 0.36968407151289318 0.79846955387620289 0.84719460694941495 0.31786916736746207 0.19537452434178693 0.41843938461079222 0.84546058810519753 0.16861630964558572 1.9138680497990206 0.32790058592217963 0.53614006139105175 0.11133720520228951 1.2340792754839638 0.063107001798925921 0.43499712015318381 1.0353157181307326 0.62447582305412541 0.74383416504770139 0.35680058962316252 0.19012990176634048 0.39042273498671498 0.30942843504817552 0.84631428659486119 0.78970246872995753 3.1290214850951088
leaf_count=42427 636 153 27 92 46 19 56 149 22 10 381 48 7 247 27 33 392 77 14 839 66 58 126 16 55 539 96 92 309 941
internal_value=0 0.00820397 0.0409334 0.00298918 -0.0151789 -0.000344359 -0.022371 0.0155221 -0.0306455 0.0245506 0.0285359 0.0405233 -0.0368316 0.0368496 0.0190542 0.0304025 0.0487255 -0.037818 -0.0752817 -0.00700978 0.0178881 -0.011472 -0.0530397 -0.0176708 -0.0467969 -0.00634568 0.0363433 0.00535803 -0.00400499 -0.023837
internal_weight=0 13.9538 1.91771 12.036 4.91342 3.69698 2.40223 7.12263 1.16506 5.95756 5.76219 1.29474 0.650163 5.11203 3.19816 2.87026 2.33412 2.03255 0.481546 18.5296 2.81619 15.7134 1.72511 0.981276 0.625127 13.9883 2.19106 1.15574 13.5978 3.91872
internal_count=48000 2436 180 2256 338 246 152 1918 171 1747 1737 94 402 1335 1088 1061 1028 133 395 45564 1148 44416 200 74 894 44216 254 188 43677 1250

end of trees

feature_importances:
bs_000=73
bk_000=66
ai_000=60
ay_008=59
am_0=57
cb_000=51
ci_000=48
cj_000=45
ck_000=44
ee_007=43
cs_006=41
cs_007=41
bd_000=39
al_000=38
az_003=38
aj_000=37
aq_000=37
cy_000=36
ee_005=36
ca_000=35
dy_000=35
az_002=34
ax_000=33
bf_000=32
bi_000=32
cs_008=32
ay_005=31
ay_006=31
be_000=31
bc_000=30
ag_002=28
ct_000=28
dx_000=28
eb_000=28
ba_009=27
cn_000=27
bn_000=26
cl_000=26
bq_000=25
cu_000=25
dg_000=25
dp_000=24
ag_003=22
at_000=22
bo_000=22
bp_000=22
cz_000=22
ab_000=21
cn_008=21
do_000=21
ag_008=20
az_001=20
az_006=20
br_000=20
cg_000=20
cr_000=20
ec_00=20
ay_009=19
bl_000=19
cn_002=19
cn_009=19
cp_000=19
du_000=19
ag_004=18
ag_009=18
av_000=18
ay_007=18
cn_003=18
cs_000=18
bm_000=17
df_000=17
ed_000=17
ee_008=17
ag_001=16
ao_000=16
az_000=16
cf_000=16
cs_003=16
de_000=16
di_000=16
ds_000=16
ay_002=15
ay_004=15
cn_006=15
cs_001=15
cs_002=15
dr_000=15
ee_003=15
aa_000=14
ac_000=14
ad_000=14
ba_008=14
cc_000=14
dd_000=14
ba_007=13
bj_000=13
cn_004=13
co_000=13
dq_000=13
cm_000=12
cn_007=12
da_000=12
ae_000=11
ap_000=11
bh_000=11
ea_000=11
ee_009=11
az_007=10
db_000=10
dl_000=10
ag_005=9
ag_007=9
az_004=9
bt_000=9
ce_000=9
cn_005=9
cs_005=9
cx_000=9
dj_000=9
dt_000=9
dv_000=9
ee_006=9
ag_006=8
ak_000=8
ar_000=8
az_005=8
az_008=8
cs_004=8
ee_004=8
af_000=7
ay_000=7
az_009=7
cv_000=7
ba_001=6
ba_002=6
bx_000=6
bz_000=6
cn_001=6
dc_000=6
dh_000=6
ee_000=6
ee_001=6
eg_000=6
ah_000=5
ba_000=5
ba_005=5
bb_000=5
bg_000=5
dk_000=5
dm_000=5
dn_000=5
ee_002=5
ba_003=4
ef_000=4
an_000=3
au_000=3
ay_001=3
ay_003=3
by_000=3
dz_000=3
ba_004=2
ba_006=2
bv_000=2
bu_000=1
cq_000=1
cs_009=1

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: -1]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 3]
[feature_fraction: 1]
[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: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 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]
[linear_tree: 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: ]
[precise_float_parser: 0]
[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: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]