tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=1
objective=binary sigmoid:1
feature_names=days_until_expiry total_revenue
feature_infos=[-739689:54712] [0:1846142]
tree_sizes=3322 3470 3473 3488 3474 3468 3485 3483 3495 3480 3496 3499 3479 3495 3394 3487 3514 3494 3500 3411 3408 3499 3509 3410 3498 3521 3513 3505 3503 3521 3414 3522 3514 3507 3414 3525 3527 3512 3423 3535 3533 3418 3537 3528 3523 3544 3536 3521 3524 3534 3533 3524 3527 3535 3523 3519 3526 3506 3507 3512 3197 3488 3509 3489 3512 3524 3523 3500 3495 3511 3514 3375 3374 3508 3370 3522 3382 3379 3505 3386 3384 3554 3382 3376 3524 3494 3378 3517 3493 3481 3479 3536 3485 3517 3172 3514 3164 3502 3172 3512

Tree=0
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 1 1 0 1 0 1 1 1 0 0 0 1 0 1 1 1 0 0 1 1 0 0 0 0 0
split_gain=222060 23792.4 26103.7 19421.1 9161.46 5915.29 3825.48 2456.97 2124.41 6966.9 9698.69 2856.39 1607.19 1301.71 457.391 440.448 447.008 348.105 275.397 237.616 147.499 93.4348 91.3708 16.4749 1.49519 0.97722 0.628779 0.522097 0.336673 0.137592
threshold=5.5000000000000009 1000.5000000000001 999.50000000000011 63.500000000000007 178.50000000000003 120793.00000000001 699.49500000000012 354.50000000000006 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 5796.5000000000009 6.5000000000000009 4.5000000000000009 -213.49999999999997 1.0000000180025095e-35 3634.5000000000005 8597.5000000000018 5.4900000000000011 350.49500000000006 -308.49999999999994 82.500000000000014 1982.5000000000002 4.995000000000001 336.50000000000006 -15.499999999999998 236.50000000000003 19.500000000000004 3.5000000000000004
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=8 2 3 4 -2 7 -5 13 14 11 29 26 -13 -3 15 21 -17 27 -9 24 -21 -1 28 -12 -16 -24 -10 -7 -4 -11
right_child=1 5 22 6 -6 17 -8 18 9 10 23 12 -14 -15 19 16 -18 -19 -20 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.6953814209057623 1.5631266159267161 1.5782086318169526 1.3739411160035007 1.4757960290735392 1.6408385948112305 1.621905544500402 1.5736151109652101 1.6083299904739532 1.7484727453048654 1.3727010245911804 1.7166063159033447 1.7257705438414361 1.6869583688166281 1.6495697944368855 1.5815102011007476 1.7284548577345205 1.7162301430333562 1.3828815557354794 1.5760987059363727 1.68300789786288 1.7218765197415398 1.7118500547937445 1.5495188819867356 1.6983732318368776 1.554148261566098 1.5902363796506731 1.7470436209916391 1.6440739598952123 1.3752872499305395 1.3750434209823279
leaf_weight=878.74645207822323 8345.3941391408443 675.86772336065769 1104.1234055757523 5163.9346455484629 6951.68831987679 3.5523512810468665 1239.3758913874626 1363.9713233560324 14617.399247244 241.03361284732819 434.70254194736481 20686.78876376152 3062.1268042623997 11729.337655752897 42.49664680659771 8955.4775795191526 45321.687054991722 247.74360971152782 1289.1088093221188 1162.8029859960079 308.92299288511276 43278.16408842802 2.7629398852586737 173.27580137550831 5.6574483364820471 3.157645583152771 812.43589483201504 10.525485277175902 801.77884098887444 84.730156481266022
leaf_count=6679 63430 5137 8392 39249 52837 27 9420 10367 111101 1832 3304 157232 23274 89150 323 68067 344472 1883 9798 8838 2348 328940 21 1317 43 24 6175 80 6094 644
internal_value=1.68935 1.58372 1.55223 1.56784 1.59844 1.63224 1.49473 1.63634 1.71871 1.72843 1.59345 1.73165 1.72077 1.64568 1.71481 1.71523 1.71825 1.39662 1.59267 1.68759 1.69117 1.71152 1.37512 1.71141 1.5783 1.57123 1.7484 1.63848 1.37451 1.37331
internal_weight=0 38932.3 23612.2 21700.4 15297.1 15320.1 6403.31 15058.3 140066 40112.5 933.742 39178.8 23748.9 12405.2 99954 98434.1 54277.2 261.821 2653.08 1519.88 1471.73 44156.9 1911.82 607.978 48.1541 5.92059 15429.8 14.0778 1905.9 325.764
internal_count=1360498 295909 179467 164936 116267 116442 48669 114452 1064589 304879 7097 297782 180506 94287 759710 748158 412539 1990 20165 11552 11186 335619 14531 4621 366 45 117276 107 14486 2476
is_linear=0
shrinkage=1

Tree=1
num_cat=0
split_feature=0 1 1 0 1 1 1 1 0 1 1 0 1 0 0 0 1 0 1 1 1 0 0 1 0 1 0 0 0 0
split_gain=189665 17337.1 15832.7 13423.5 8719.9 4031.42 3151.78 2056.04 6182.42 6719.68 2834.23 1932.93 1519.65 1023.04 427.259 419.969 431.736 202.724 202.381 198.224 135.859 87.4186 49.9917 15.4997 1.20872 1.051 0.643494 0.419512 0.194685 0.0650459
threshold=5.5000000000000009 1000.5000000000001 999.50000000000011 51.500000000000007 178.50000000000003 120793.00000000001 1.0000000180025095e-35 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 354.50000000000006 5796.5000000000009 6.5000000000000009 4.5000000000000009 -213.49999999999997 1.0000000180025095e-35 3634.5000000000005 8597.5000000000018 5.4900000000000011 350.49500000000006 -308.49999999999994 44.500000000000007 1982.5000000000002 336.50000000000006 4.995000000000001 -15.499999999999998 236.50000000000003 24.500000000000004 3.5000000000000004
left_child=7 2 3 4 -2 11 -5 14 10 29 26 13 -12 -3 15 21 -17 27 -13 25 -21 -1 28 -11 -24 -16 -9 -7 -4 -10
right_child=1 5 22 6 -6 17 -8 8 9 23 12 18 -14 -15 19 16 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0057541187081539755 -0.11029206453760387 -0.09777274038123171 -0.24260259112761062 -0.25725518141185832 -0.033790860540666406 -0.061128075903990976 -0.14796204967129881 0.058587923723780293 -0.24391576955682936 0.026399169314152423 0.035507030832546242 -0.072750879293216331 -0.0022684351499701618 -0.036751853286186908 -0.095080558880115199 0.038197379211254115 0.026027838100870216 -0.237559610139221 -0.099486846285917405 -0.0059983172904056799 0.031622457523777923 0.0217186848077844 -0.12933753542892232 0.0086267510246679901 -0.087905834924301055 -0.11702843947191095 0.057112824116986642 -0.041669754782754795 -0.2438009254435084 -0.24246047985209374
leaf_weight=875.10205091536045 8934.1519111394882 728.38274490833282 1922.012683570385 723.19612443447113 6388.4136486053467 3.7188798487186423 7506.6603393703699 14028.151684865355 295.51170706748962 426.58217585086823 20171.180438041687 1440.9247768968344 3067.1697630286217 12052.389992028475 45.699199572205544 8715.9184576570988 44486.701742649078 301.89700818061829 1391.2017263174057 1167.8838355243206 302.04219728708267 42610.293318927288 3.6782288402318946 172.20118497312069 3.3761039972305298 6.193801522254943 780.46953827142715 10.855692625045775 411.50077551603317 103.73582887649536
leaf_count=6679 62389 5137 11927 4784 46976 27 50787 111101 1832 3304 157232 10367 23274 89150 323 68067 344472 1883 9798 8838 2348 328940 25 1317 24 43 6175 80 2555 644
internal_value=0 -0.0931359 -0.118386 -0.106061 -0.0783965 -0.0520922 -0.157566 0.0284872 0.0381926 -0.0846515 0.041415 -0.0485111 0.0305211 -0.0402295 0.0246286 0.0250423 0.0280215 -0.228767 -0.0858842 -0.00165853 0.00173205 0.0213974 -0.242412 0.0212881 -0.109509 -0.0977002 0.0585102 -0.0466348 -0.242814 -0.243538
internal_weight=0 41822.4 25893 23552.4 15322.6 15929.4 8229.86 137255 39045 998.031 38047 15612.9 23238.4 12780.8 98209.8 96688 53202.6 316.472 2832.13 1521.82 1469.93 43485.4 2340.57 598.783 7.05433 51.893 14808.6 14.5746 2333.51 399.248
internal_count=1360498 295909 179467 164936 109365 116442 55571 1064589 304879 7097 297782 114452 180506 94287 759710 748158 412539 1990 20165 11552 11186 335619 14531 4621 49 366 117276 107 14482 2476
shrinkage=0.05

Tree=2
num_cat=0
split_feature=0 1 1 0 1 1 1 1 0 1 1 0 1 0 0 0 1 1 1 0 1 0 0 1 1 0 0 0 0 0
split_gain=164037 13221.6 10981.5 9934.3 7593.96 2995.33 2290.16 1991.2 5561.95 5071.59 2814.36 1550.88 1436 821.02 398.778 400.073 416.743 175.234 167.725 136.617 124.4 81.7103 32.8218 14.568 1.22865 0.660502 0.47193 0.386162 0.175188 0.0417346
threshold=5.5000000000000009 1000.5000000000001 999.50000000000011 44.500000000000007 178.50000000000003 120793.00000000001 699.49500000000012 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 354.50000000000006 5796.5000000000009 6.5000000000000009 4.5000000000000009 -213.49999999999997 1.0000000180025095e-35 19495.500000000004 10.985000000000001 3634.5000000000005 350.49500000000006 -308.49999999999994 82.500000000000014 1982.5000000000002 1.0000000180025095e-35 -15.499999999999998 336.50000000000006 662.50000000000011 19.500000000000004 3.5000000000000004
left_child=7 2 3 4 -2 11 -5 14 10 29 25 13 -12 -3 15 21 -17 -13 24 27 -20 -1 28 -11 -16 -9 -24 -7 -4 -10
right_child=1 5 22 6 -6 19 -8 8 9 23 12 17 -14 -15 18 16 -18 -19 20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0054887532988787419 -0.097771131952694934 -0.087069502811551042 -0.20114560345289798 -0.14705176956548929 -0.026736552290070388 -0.037815196701211459 -0.086006882445743865 0.058087887673189134 -0.20163895004707069 0.025558441620069362 0.034605814193661592 -0.073090788285837927 -0.0021515719101627682 -0.034039307827046485 -0.088759151757183213 0.037301582179653951 0.025192132108067412 -0.11401600130761441 -0.0055801887963274361 -0.19687601478794489 0.030732240037865746 0.020955735191272598 -0.1049997069356941 0.0082457564697260739 -0.071410199268168287 0.056562755745246676 -0.078760230730326286 -0.055515970677205019 -0.20032531230181361 -0.20054923585895473
leaf_weight=871.63132062554359 9519.8709510564804 775.70074298977852 1547.6530528068542 7511.2974865436554 6221.1502577662468 10.709854260087011 1931.4883119016886 13455.942877486348 338.29922676086426 418.78517496585846 19674.42808842659 2704.8907866925001 3071.9557358622551 12354.055796563625 44.979584008455276 8484.8970152959228 43685.076010465622 289.56343427300453 1169.7788600921631 344.77236168086529 295.4224466085434 41970.160635709763 3.29177302122116 171.17659226059914 13.200170695781706 749.44251347333193 3.5742173194885254 4.3257626891136161 1123.3268663734198 118.69080609083176
leaf_count=6679 61966 5137 8392 45697 44721 76 12552 111101 1832 3304 157232 18252 23274 89150 299 68067 344472 1913 8816 1883 2348 328940 21 1317 89 6175 24 31 6094 644
internal_value=0 -0.0832558 -0.104256 -0.0940196 -0.0696969 -0.0477616 -0.134565 0.0276309 0.0373264 -0.0763193 0.0405463 -0.0445777 0.0296416 -0.0371723 0.0238145 0.0242214 0.0271616 -0.0770483 -0.00156466 -0.190442 0.00174134 0.0206411 -0.20052 0.0205352 -0.0848229 0.0580074 -0.0913403 -0.0429077 -0.200801 -0.201356
internal_weight=0 44345.7 27861.7 25183.8 15741 16484 9442.79 134534 37998.7 1046.95 36951.8 16124.2 22746.4 13129.8 96535.1 95011.8 52170 2994.45 1523.38 359.808 1465.2 42841.8 2677.85 589.962 58.1798 14205.4 6.86599 15.0356 2670.98 456.99
internal_count=1360498 295909 179467 164936 106687 116442 58249 1064589 304879 7097 297782 114452 180506 94287 759710 748158 412539 20165 11552 1990 11164 335619 14531 4621 388 117276 45 107 14486 2476

Tree=3
num_cat=0
split_feature=0 1 1 0 1 0 1 0 1 1 1 1 1 0 0 0 0 1 1 1 1 1 0 0 0 1 1 0 0 0
split_gain=143187 10436.2 8291.46 7579.52 4588.07 2360.31 1929.24 5046 4027.19 2796.19 1757.24 1356.07 1330.61 670.106 950.795 371.881 380.744 401.984 272.564 143.259 138.326 114.543 76.3 25.0795 24.0604 13.6788 0.950249 0.679735 0.649217 0.124606
threshold=5.5000000000000009 1000.5000000000001 999.50000000000011 59.500000000000007 178.50000000000003 354.50000000000006 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 1.0000000180025095e-35 5796.5000000000009 120793.00000000001 6.5000000000000009 29.500000000000004 4.5000000000000009 -213.49999999999997 1.0000000180025095e-35 1661.4950000000001 10.985000000000001 8597.5000000000018 350.49500000000006 -308.49999999999994 3634.5000000000005 44.500000000000007 1982.5000000000002 1.0000000180025095e-35 -15.499999999999998 336.50000000000006 9.5000000000000018
left_child=6 2 3 4 -2 13 15 9 -9 27 -5 -11 20 18 -15 16 22 -18 -3 26 -7 -21 -1 -14 29 -10 -17 -8 -26 -4
right_child=1 5 24 10 -6 12 7 8 25 11 -12 -13 23 14 -16 19 17 -19 -20 21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0052346817994850586 -0.086720076571260407 0.031311512334117553 -0.17209672556914202 -0.18839146715317812 -0.034890369477711396 -0.059252262711657247 0.05761963732062092 -0.17344158782889457 0.024733855139048314 0.033716087485296108 -0.1142925528278282 -0.0020408969889511835 -0.050801967982168489 0.0015016697244717083 -0.037277860607175792 -0.079706015726497603 0.036416376954597887 0.024372756647415145 -0.085880574836960141 -0.0052804450650777409 -0.080234455114357006 0.02985536053340794 0.020210920077505926 -0.16971664518688895 -0.099637987528676142 0.0078796032400496561 -0.064802436243605377 0.056040401704299393 -0.071140084638875403 -0.17310968792444251
leaf_weight=868.3265977948904 10294.486274048686 53.053975760936737 343.8499440997839 887.26989018917084 7296.0167220979929 1583.1477180868387 12901.067510142922 502.67146146297455 411.30304652452469 19196.229475736618 8144.4331231862307 3076.4982483386993 4.4864198714494696 1851.7214653491974 10795.226053595543 47.513588413596153 8262.3021890670061 42915.926976799965 765.37927794456482 1174.2540640830994 1559.0034179538488 289.05838769674301 41356.918064057827 378.94668252766132 4.2733164578676206 170.19988413155079 13.802294507622717 719.36839260160923 3.7542411088943481 2593.0948373824358
leaf_count=6679 63100 333 1695 4671 50837 10367 111101 2476 3304 157232 46328 23274 31 13064 76162 299 68067 344472 4804 8816 9798 2348 328940 1883 25 1317 89 6175 24 12787
internal_value=0 -0.0752007 -0.0931458 -0.0843394 -0.0652227 -0.0439731 0.0267916 0.0364802 -0.069795 0.0396903 -0.121572 0.028777 -0.080393 -0.0344374 -0.0315999 0.0230176 0.0234174 0.0263171 -0.0782837 -0.0014772 -0.0696627 0.00166018 0.0199029 -0.168325 -0.172755 0.0198008 -0.0763512 0.0575362 -0.0863104 -0.172991
internal_weight=0 46558.1 29567.2 26622.2 17590.5 16991 131905 36977.3 1084.17 35893.2 9031.7 22272.7 3525.58 13465.4 12646.9 94928.1 93403.5 51178.2 818.433 1524.63 3142.15 1463.31 42225.2 383.433 2944.97 581.503 61.3159 13620.4 8.02756 2936.94
internal_count=1360498 295909 179467 164936 113937 116442 1064589 304879 7097 297782 50999 180506 22079 94363 89226 759710 748158 412539 5137 11552 20165 11164 335619 1914 14531 4621 388 117276 49 14482

Tree=4
num_cat=0
split_feature=0 1 1 1 1 1 0 1 0 1 1 0 1 0 1 0 0 0 0 1 1 1 1 1 1 1 0 0 1 0
split_gain=125868 8460.38 7511.5 13443.2 10836.1 9661.19 1951.66 1869.56 4603.81 3308.71 2779.2 1802.71 1279.7 1149.24 1070.28 554.433 820.135 365.789 562.468 577.922 338.706 2009.04 227.242 121.015 87.8707 76.5737 24.391 19.6433 12.8309 0.70116
threshold=5.5000000000000009 1000.5000000000001 148.50000000000003 149.45000000000002 1.0000000180025095e-35 198.48000000000005 354.50000000000006 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 6.5000000000000009 5796.5000000000009 8.5000000000000018 120793.00000000001 6.5000000000000009 29.500000000000004 -12.499999999999998 -213.49999999999997 120.49500000000002 149.45000000000002 148.50000000000003 1661.4950000000001 19495.500000000004 350.49500000000006 10.985000000000001 51.500000000000007 3634.5000000000005 1982.5000000000002 -15.499999999999998
left_child=7 2 4 26 11 -5 15 17 10 -10 29 -2 -12 -6 23 22 -17 18 25 -20 21 -19 -3 -8 -22 -1 -4 -16 -11 -9
right_child=1 6 3 5 13 -7 14 8 9 28 12 -13 -14 -15 27 16 -18 20 19 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013832867785367556 -0.0061661984318600776 0.030331929831782369 -0.22139346963336945 0.019980352663213116 0.0025601197744199115 -0.10102723251324422 -0.06020470707567626 0.057180673424494233 -0.15349995086666779 0.023925400786909565 0.032837399565408376 -0.17032835945343108 -0.001936060958994021 -0.038568410282416254 -0.046673745256252563 0.0014280333787896574 -0.034540289412323344 0.0076615880946339955 0.035208839171025942 0.022992545193798362 0.016867955858852056 -0.32278954667676601 -0.077460908432775338 -0.092342236793338806 0.031352586634612108 0.020042452234230082 -0.13483504140529615 -0.15019172102181497 0.0075278787465587575 0.055543213537408147
leaf_weight=5762.198244959116 183.67940711975098 52.054800063371658 2132.3602813482285 1842.3663654625416 2240.4775443077087 15754.615432217717 2951.2342954874039 12363.694447293878 538.54354590177536 404.12700235843658 18736.233159065247 1867.6095962971449 3080.8097856044769 7021.311447635293 4.6350371539592734 1849.891952008009 11061.121170714498 5447.6022951826453 15108.897863268852 26949.433280229568 2209.1956315934658 46.386985182762146 805.0451979637146 325.20051094889641 1990.4179320633411 35872.67264457047 8.1697888523340207 406.02101078629494 169.26896072924137 690.25458283722401
leaf_count=46456 1072 333 12445 12562 13076 90384 18252 111101 2476 3304 157232 9917 23274 39968 31 13064 76162 43913 125623 220097 17799 366 4804 1913 16293 289163 43 1883 1317 6175
internal_value=0 -0.0684749 -0.0841314 -0.10275 -0.0516486 -0.088358 -0.0406239 0.0259689 0.035652 -0.0645029 0.0388457 -0.155629 0.027927 -0.0286192 -0.0729316 -0.0319719 -0.0293867 0.0222378 0.0233028 0.0273811 0.013043 0.00487151 -0.0709143 -0.0633945 0.023733 0.0191831 -0.221063 -0.149023 0.0190848 0.0570941
internal_weight=0 48505.8 31050.6 19737.5 11313.1 17597 17455.2 129370 35982.9 1111.94 34871 2051.29 21817 9261.79 3687.09 13768.1 12911 93386.8 83693.2 42058.3 9693.6 5493.99 857.1 3276.43 4199.61 41634.9 2140.53 410.656 573.396 13053.9
internal_count=1360498 295909 179467 115434 64033 102946 116442 1064589 304879 7097 297782 10989 180506 53044 22079 94363 89226 759710 681339 345720 78371 44279 5137 20165 34092 335619 12488 1914 4621 117276

Tree=5
num_cat=0
split_feature=0 1 1 0 1 1 0 1 1 0 1 1 0 0 0 0 1 1 1 1 1 1 0 1 0 1 1 0 0 0
split_gain=111085 6936.06 6390.38 5624.22 4818.97 1811.43 4217.09 2786.01 2762.94 1644.3 1548.08 1206.75 762.95 464.438 344.062 535.105 556.287 333.707 453.855 237.128 191.877 74.7821 72.2524 25.0003 19.5431 12.0232 2.30547 0.724735 0.268441 0.128653
threshold=5.5000000000000009 1000.5000000000001 999.50000000000011 44.500000000000007 178.50000000000003 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 3634.5000000000005 699.49500000000012 5796.5000000000009 354.50000000000006 6.5000000000000009 -12.499999999999998 -213.49999999999997 120.49500000000002 10.985000000000001 4.995000000000001 350.49500000000006 12994.500000000002 8597.5000000000018 -308.49999999999994 120793.00000000001 82.500000000000014 1982.5000000000002 8267.0000000000018 -15.499999999999998 336.50000000000006 19.500000000000004
left_child=5 2 3 4 -2 14 8 -8 27 12 -5 -10 13 -3 15 22 -17 18 -16 -19 26 -14 -1 -22 29 -9 -11 -7 -26 -4
right_child=1 9 24 10 -6 6 7 25 11 20 -12 -13 21 -15 17 16 -18 19 -20 -21 23 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0040864496547928118 -0.071839490388253102 -0.064662127043337111 -0.14322603984069929 -0.10587839262807022 -0.01828473348574523 0.056768724321227565 -0.13850316323253575 0.023133089145631263 0.031969424043346642 -0.049969283667272241 -0.059732377036922961 -0.0018367554613359734 -0.049327179691282558 -0.027378326436563846 0.0038341565627519323 0.03433530723499658 0.022215617857772818 0.010751687971477753 -0.089160259870202846 0.030481791001709876 -0.10546346302017942 -0.064592681792367004 0.018786771157783315 -0.13543253146340517 -0.074400700937404918 0.0071901519490830158 -0.064504238818534662 0.055068881108112859 -0.056139565166351268 -0.14258948420070658
leaf_weight=853.61117140948772 11069.679754421115 891.89080835878849 1887.3871482312679 9031.7233991622925 6769.0329557061195 11843.889082528651 566.22551625967026 397.24810659885406 18294.057239294052 52.202253967523575 2275.3341716974974 3084.9024859964848 1647.9824766665697 13157.410814106464 473.625682733953 14728.397793792188 26508.733314216137 7003.1590081453323 181.47492664307356 1946.0586431771517 83.132009789347649 1563.29284247756 40216.389901101589 427.15479576587677 3.9061280786991102 168.38183994591236 57.148594722151756 662.1029244735837 4.1512820720672607 1369.8671691864729
leaf_count=6679 61966 5137 8392 45697 44721 111101 2476 3304 157232 318 12552 23274 10039 89226 3884 125623 220097 56724 1470 16293 473 9033 328940 1883 21 1317 333 6175 24 6094
internal_value=0 -0.0626439 -0.0764356 -0.0690044 -0.0515177 0.0251628 0.03484 -0.0600993 0.0380112 -0.0376438 -0.0965924 0.0270913 -0.034771 -0.0297452 0.021476 0.022521 0.0265443 0.0125205 -0.021927 0.0150421 -0.11767 -0.0567586 0.0184812 -0.13055 -0.142766 0.0183871 -0.0575655 0.0566787 -0.0649923 -0.142958
internal_weight=0 50291.3 32411.1 29145.8 17838.7 126928 35016.8 1131.86 33885 17880.2 11307.1 21379 17260.6 14049.3 91911.5 82307.1 41237.1 9604.32 655.101 8949.22 619.638 3211.28 41070 510.287 3265.31 565.63 109.351 12506 8.05741 3257.25
internal_count=1360498 295909 179467 164936 106687 1064589 304879 7097 297782 116442 58249 180506 113435 94363 759710 681339 345720 78371 5354 73017 3007 19072 335619 2356 14531 4621 651 117276 45 14486

Tree=6
num_cat=0
split_feature=0 1 1 1 1 1 0 1 1 1 0 1 0 1 1 0 0 1 0 1 0 1 0 0 1 1 1 0 0 1
split_gain=98638.9 7538.76 4688.12 8731.8 8525.72 7097.78 3140.44 3554.63 2241.68 2532.62 1551.62 1388.6 1209.03 1142.03 770.476 699.833 663.363 389.316 382.718 415.377 359.404 271.275 151.878 103.853 87.4291 72.8761 51.2055 16.5135 14.41 10.5383
threshold=6.5000000000000009 1000.5000000000001 148.50000000000003 1.0000000180025095e-35 149.45000000000002 198.48000000000005 1.5000000000000002 997.50000000000011 999.50000000000011 1000.5000000000001 354.50000000000006 1000.5000000000001 1.0000000180025095e-35 5796.5000000000009 120793.00000000001 28.500000000000004 5.5000000000000009 1299.5000000000002 -213.49999999999997 100.50000000000001 8.5000000000000018 376.50000000000006 4.5000000000000009 17.500000000000004 19495.500000000004 10.985000000000001 1871.5000000000002 51.500000000000007 3634.5000000000005 378.50000000000006
left_child=6 2 3 23 27 -6 8 21 18 12 15 -9 -10 -11 24 26 -13 -17 25 -20 -5 22 -8 -2 -12 -1 -3 -4 -16 -23
right_child=1 10 4 20 5 -7 7 11 9 13 14 16 -14 -15 28 17 -18 -19 19 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012519163995609255 -0.15806468790779757 0.012536516891368175 -0.17730840797289923 -0.0019850512547763973 0.019639142384999669 -0.087090765352158234 0.013973102738159691 -0.12730067509720253 0.056288092533673985 0.031017623113976624 -0.050651885461638513 0.018169422149947292 -0.12659315265346779 -0.0018341986251427236 -0.038198898722225712 -0.053797224173905325 -0.059263512172940618 -0.026538340442072612 0.030933509492093298 0.02087395631193964 -0.030468062825912107 0.044877590015772725 -0.0019324962754629664 -0.13312887492689138 -0.076827740505607686 0.018649234513723432 -0.004310951125524899 -0.10977968833264158 -0.12386069323976844 0.029523259662523733
leaf_weight=5630.5885318815708 577.03343875706196 817.19699287414551 2402.8506420105696 1300.3501187264919 1719.9221023917198 16517.719021737576 3229.6461448222399 610.20023229718208 11976.534526571631 18020.820209868252 3155.7089890539646 394.83117549866438 91.060380935668945 3100.6180500537157 4.964388281106948 1505.968107432127 923.61446779966354 10058.930701747537 16086.938807033002 28339.649607725441 7468.510769918561 122.24058263003826 2803.769620552659 1510.7883648872375 354.87618111073971 34898.814493715763 1006.4982685744762 9.0874636620283109 443.2549287378788 1302.2091175466776
leaf_count=46456 2971 5674 12083 7306 11701 86685 26786 2582 117276 158489 18252 3271 384 23367 31 9973 5137 66591 139819 239009 39968 934 18289 6946 1913 289163 6988 43 1883 10528
internal_value=0 -0.0601497 -0.0747241 -0.0481243 -0.0887091 -0.0770255 0.0234044 -0.00443194 0.0256159 0.0366351 -0.0336798 -0.0649376 0.0549081 0.026195 -0.0611797 -0.0255485 -0.0360749 -0.030088 0.0213112 0.0245165 -0.0262443 0.0112152 0.00658166 -0.140021 -0.0532979 0.0177976 0.00323839 -0.177054 -0.122912 0.0308409
internal_weight=0 48853.7 31506.3 10856.7 20649.6 18237.6 127532 9386.51 118145 33189 17347.4 1928.65 12067.6 21121.4 3958.8 13388.6 1318.45 11564.9 84956 44426.6 8768.86 7457.87 6033.42 2087.82 3510.59 40529.4 1823.7 2411.94 448.219 1424.45
internal_count=1360498 279008 167703 57191 110512 98386 1081490 67527 1013963 299516 111305 10990 117660 181856 22079 89226 8408 76564 714447 378828 47274 56537 45075 9917 20165 335619 12662 12126 1914 11462

Tree=7
num_cat=0
split_feature=0 1 1 0 1 1 0 1 1 0 1 0 0 0 0 0 1 1 1 1 1 1 1 1 0 1 1 0 0 0
split_gain=87753.6 4949.39 5287.62 4324.46 3577.74 1700.33 3573.17 2730.6 2072.43 1228.2 1070.54 545.961 335.119 330.775 322.431 488.084 518.82 311.272 387.769 217.969 143.524 68.2161 57.8987 20.6276 17.237 11.3292 1.8787 0.788985 0.748327 0.409631
threshold=5.5000000000000009 1000.5000000000001 999.50000000000011 7.5000000000000009 1.0000000180025095e-35 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 3634.5000000000005 5796.5000000000009 354.50000000000006 6.5000000000000009 6.5000000000000009 -12.499999999999998 -213.49999999999997 120.49500000000002 10.985000000000001 4.995000000000001 350.49500000000006 12994.500000000002 10.985000000000001 8597.5000000000018 120793.00000000001 44.500000000000007 1982.5000000000002 8267.0000000000018 -15.499999999999998 6.5000000000000009 336.50000000000006
left_child=5 2 3 13 -5 14 7 27 -8 11 -9 12 -3 -2 15 21 -17 18 -16 -19 26 -1 -13 -22 28 -10 -11 -7 -4 -26
right_child=1 9 24 4 -6 6 8 10 25 20 -12 22 -14 -15 17 16 -18 19 -20 -21 23 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.012003614687782521 0.0092143829070792833 -0.054552532296704787 -0.11932325796341232 -0.12694383161001402 -0.059328032865794446 0.056018436376069174 -0.11737650533745712 0.030267404808453253 0.021616763460618551 -0.042296988280765925 -0.0016488270383358261 -0.041737515984628056 -0.023873018126334754 -0.022457110193865457 0.0025591838682245058 0.032684985609506903 0.020732042870233332 0.0096081748226905708 -0.082300250907421213 0.028873796229919486 -0.088423131964377996 0.017963064962298627 -0.054769396034621901 -0.11453091114111563 -0.06583384069790929 0.0059610892401180914 -0.055032645097845993 0.054167355311015512 -0.12339012671877353 -0.045137335209500591
leaf_weight=5580.1154077649117 1912.0092259049416 952.42226707935333 117.07219782471657 2118.2095504999161 25606.939035147429 10857.586544893682 601.87413090467453 17462.714403152466 384.50430342555046 55.278969079256058 3092.6689407527447 1744.4932911396027 13604.176479250193 1449.2735826671124 464.47851047664881 14038.72550920397 25693.379998415709 6869.7266941666603 189.56217293441296 1867.1878193020821 90.743546262383461 34432.437070921063 1666.5077802836895 455.06202401220798 5.1286403536796552 165.20726671814919 60.813042759895325 607.87785109132528 3344.352354452014 4.4784640073776245
leaf_count=46456 11278 5137 486 9551 135885 111101 2476 157232 3304 318 23274 10039 89226 8222 3884 125623 220097 56724 1470 16293 473 289163 9033 1883 25 1317 333 6175 13996 24
internal_value=0 -0.0533372 -0.064536 -0.0580006 -0.0644939 0.0235944 0.0332582 0.0363702 -0.0532738 -0.0325635 0.0254654 -0.0300994 -0.0258803 -0.00444131 0.019998 0.0210299 0.0249554 0.0112349 -0.0220358 0.0137255 -0.0994524 0.017132 -0.0481045 -0.11019 -0.123067 0.0169117 -0.0489684 0.0559203 -0.123253 -0.0561859
internal_weight=0 53187 34557.5 31086.4 27725.1 122308 33172.4 32020.8 1151.59 18629.5 20555.4 17967.6 14556.6 3361.28 89135.6 79744.7 39732.1 9390.96 654.041 8736.91 661.898 40012.6 3411 545.806 3471.03 549.712 116.092 11465.5 3461.42 9.6071
internal_count=1360498 295909 179467 164936 145436 1064589 304879 297782 7097 116442 180506 113435 94363 19500 759710 681339 345720 78371 5354 73017 3007 335619 19072 2356 14531 4621 651 117276 14482 49

Tree=8
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 1 1 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 1 1 0
split_gain=78381.9 4258.67 4797.4 7333.97 6370.35 5924.86 1645.37 3294.32 2714.32 1824.96 1085.43 1007.13 906.218 717.759 407.353 310.716 297.059 403.123 295.879 246.292 114.334 84.9408 69.1343 33.2023 14.153 13.282 12.7266 10.5914 0.913098 0.818473
threshold=5.5000000000000009 1000.5000000000001 148.50000000000003 149.45000000000002 1.0000000180025095e-35 198.48000000000005 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 19495.500000000004 5796.5000000000009 6.5000000000000009 8.5000000000000018 354.50000000000006 4.5000000000000009 -213.49999999999997 -205.49999999999997 6.5000000000000009 3634.5000000000005 5.4900000000000011 350.49500000000006 -308.49999999999994 8597.5000000000018 7.5000000000000009 120793.00000000001 354.50000000000006 1764.5000000000002 1.0000000180025095e-35 -15.499999999999998
left_child=6 2 4 24 12 -5 15 8 29 -9 14 -10 -2 -6 18 16 22 -18 -3 26 28 -22 -1 -16 -4 -21 -12 -11 -17 -8
right_child=1 10 3 5 13 -7 7 9 11 27 19 -13 -14 -15 23 20 17 -19 -20 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022090644827993822 -0.0024625499563223638 -0.050401608313022185 -0.16268885389863635 0.021389689079929688 0.0067387798598022566 -0.071717173368983089 0.055675901908294537 -0.10967064699485905 0.029430570269525447 0.021675873037927531 -0.046857398123787371 -0.0015645713156321045 -0.11586833759526714 -0.024781429189330198 -0.038757644131846861 -0.073263326227513526 0.034649234026809049 0.020618190470741701 -0.021935522162228546 -0.080595708068052122 -0.0062859413636204347 0.02537441638103163 0.016790691091055351 -0.048806175261793885 -0.14936143205415905 -0.10684045891376051 -0.062327145854852745 0.0072477763442060882 -0.057789103401697295 0.053750012523376037
leaf_weight=830.31685599684715 190.94660711288452 978.60759557783604 216.40013155341148 1885.520862609148 2350.3917510956526 18215.603348270059 10389.98761420697 611.67592406272888 17071.37675344944 339.60090274363756 222.47851444780827 3096.1599264442921 2274.5128916949034 7799.118455812335 1842.9930840432644 49.455606460571289 5849.7632413953543 40987.231062717736 13584.736556947231 53.807899117469788 1163.2861358076334 259.01845866441727 38688.086357325315 1483.9809153228998 2506.708389133215 463.19637939333916 330.37803256511688 203.36697347462177 11.809701994061468 582.60758612304926
leaf_count=6679 1072 5137 1032 12562 13076 90384 111101 2476 157232 2965 1432 23274 9917 39968 10367 299 51583 360956 87794 264 8838 2348 328940 7885 11456 1883 1680 1656 67 6175
internal_value=0 -0.0495063 -0.059739 -0.0734155 -0.034994 -0.0629836 0.0228352 0.0324856 0.0355606 -0.0504465 -0.03038 0.0246721 -0.107085 -0.0174821 -0.0274545 0.0192871 0.0196769 0.0223706 -0.0238483 -0.079301 -0.00340103 -0.000520216 0.0164843 -0.0432397 -0.150421 -0.104109 -0.0561019 0.0162719 -0.0702805 0.0555736
internal_weight=0 54399.4 35439.2 22824.2 12615 20101.1 120134 32294.8 31140.1 1154.64 18960.2 20167.5 2465.46 10149.5 17890.3 87839 86355.4 46837 14563.3 1069.86 1483.57 1422.3 39518.4 3326.97 2723.11 517.004 552.857 542.968 61.2653 10972.6
internal_count=1360498 295909 179467 115434 64033 102946 1064589 304879 297782 7097 116442 180506 10989 53044 111183 759710 748158 412539 92931 5259 11552 11186 335619 18252 12488 2147 3112 4621 366 117276

Tree=9
num_cat=0
split_feature=0 1 1 0 1 1 0 1 1 1 0 1 0 0 0 1 1 1 1 1 1 1 1 1 0 1 1 0 0 0
split_gain=70172.6 3700.03 4656.59 3884.29 2545.17 1591.16 3040.72 2697.43 1622.54 1249.53 961.452 946.682 402.927 299.841 443.782 507.813 284.949 1499.35 252.033 116.301 67.3338 64.63 41.5932 20.8299 15.9871 9.987 1.38613 0.850179 0.494364 0.181752
threshold=5.5000000000000009 1000.5000000000001 999.50000000000011 63.500000000000007 178.50000000000003 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 699.49500000000012 3634.5000000000005 5796.5000000000009 354.50000000000006 -12.499999999999998 -213.49999999999997 120.49500000000002 149.45000000000002 148.50000000000003 2000.5000000000002 12994.500000000002 350.49500000000006 10.985000000000001 8597.5000000000018 120793.00000000001 82.500000000000014 1982.5000000000002 8267.0000000000018 -15.499999999999998 6.5000000000000009 336.50000000000006
left_child=5 2 3 4 -2 13 7 27 -8 -5 12 -9 18 14 21 -16 17 -15 -3 26 -18 -1 -14 -21 28 -10 -12 -7 -4 -26
right_child=1 10 24 9 -6 6 8 11 25 -11 19 -13 22 16 15 -17 20 -19 -20 23 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.010812593842046938 -0.051910793133281008 -0.030528980575191846 -0.1066413759522235 -0.082088074722314511 -0.017272862633190136 0.055353202578842978 -0.10323198162794847 0.028604077767167942 0.020169395859620045 -0.0381364825666822 -0.036526791200479851 -0.0014847122168241669 -0.036028999294593606 0.0052521898421297002 0.031246981597090343 0.019194154053054545 0.014237476827609022 -0.25514619268823768 -0.01731779742513825 -0.074960207945711274 0.027412673084136481 0.016675348057076701 -0.046813637637588029 -0.10038581657400454 -0.051043849555113055 0.0053535168866068635 -0.047209697271442967 0.053347939831211791 -0.10990135916441263 -0.03698462636899482
leaf_weight=5465.953314691782 12668.059360668063 6051.0873754322529 120.34639129042625 8845.8016540855169 9122.3847106397152 9939.4208163842559 617.17328518629074 16696.083552598953 372.85465188324451 1978.8643044233322 57.741314470767975 3099.4740392267704 1821.700057849288 5241.2232188209891 13469.480434335768 24883.958624914289 2103.8041366189718 55.869032114744186 8949.0352232903242 97.292987138032913 1798.9950052499771 33580.058894462883 1755.6311710476875 468.18595089018345 4.4655423760414106 163.67057664692402 64.042914345860481 558.26492104679346 3453.3919115364552 4.7375857830047607
leaf_count=46456 63430 37455 486 39249 52837 111101 2476 157232 3304 9420 318 23274 10039 43913 125623 220097 17799 366 56908 473 16293 289163 9033 1883 21 1317 333 6175 14000 24
internal_value=0 -0.0460941 -0.0555154 -0.0495715 -0.0374099 0.0220907 0.0317239 0.0347581 -0.0479463 -0.0740533 -0.0283917 0.0238929 -0.0262432 0.0185926 0.019607 0.023427 0.010059 0.00250574 -0.0226472 -0.086466 0.0203106 0.0158546 -0.0413217 -0.0960112 -0.109622 0.0156497 -0.0421446 0.0552466 -0.109792 -0.0438064
internal_weight=0 55462.8 36198.1 32615.1 21790.4 118046 31446.9 30293.2 1153.7 10824.7 19264.7 19795.6 18577.5 86599.3 77399.5 38353.4 9199.89 5297.09 15000.1 687.263 3902.8 39046 3577.33 565.479 3582.94 536.525 121.784 10497.7 3573.74 9.20313
internal_count=1360498 295909 179467 164936 116267 1064589 304879 297782 7097 48669 116442 180506 113435 759710 681339 345720 78371 44279 94363 3007 34092 335619 19072 2356 14531 4621 651 117276 14486 45

Tree=10
num_cat=0
split_feature=0 1 1 1 1 0 1 1 1 1 1 1 0 0 0 0 1 1 0 0 1 0 0 1 0 1 0 0 0 0
split_gain=63025.9 4245.25 3581.15 2831.13 4701.77 2247.24 2334.17 2025.76 2655.95 969.745 912.681 896.136 739.391 545.915 399.337 343.432 403.775 247.738 224.185 201.924 133.795 64.9118 56.1112 36.5375 14.7151 14.5197 14.4189 12.6701 0.988153 0.298492
threshold=6.5000000000000009 1000.5000000000001 999.50000000000011 1.0000000180025095e-35 148.50000000000003 -1.0000000180025095e-35 997.50000000000011 999.50000000000011 1000.5000000000001 1000.5000000000001 19495.500000000004 5796.5000000000009 29.500000000000004 5.5000000000000009 1.0000000180025095e-35 -213.49999999999997 100.50000000000001 376.50000000000006 371.50000000000006 3634.5000000000005 24.960000000000004 -308.49999999999994 13.500000000000002 1871.5000000000002 44.500000000000007 120793.00000000001 5.5000000000000009 3523.5000000000005 -15.499999999999998 336.50000000000006
left_child=5 2 3 22 -5 7 17 15 28 14 12 -10 23 -11 -8 21 -17 20 -14 27 -7 -1 -2 -3 -4 -21 -19 -12 -9 -26
right_child=1 10 24 4 -6 6 9 8 11 13 19 -13 18 -15 -16 16 -18 26 -20 25 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0013220482819803151 -0.119706667939748 0.01366859555696689 -0.10337944438265248 -0.016611697214718051 -0.059605764449127775 -0.015006639020236318 0.051202112490718536 0.055048924728022024 0.02787439361660754 0.014454280078032584 -0.051329645722014705 -0.0015543867764085837 -0.023582354436028075 -0.044609589354410763 -0.098278914951223012 0.028821419315901882 0.018174603435087221 0.02557230208737581 -0.03910957111680935 -0.06821559399566135 0.0091851341881249975 0.0155447623157809 -0.098997072156059504 -6.8864764463480796e-05 -0.051571259490907212 -0.094886226486859293 0.036792112951644557 -0.02330951526274759 0.052746939052749367 -0.034538399972561744
leaf_weight=819.63618878275156 392.03398472070694 894.54295386373997 3486.0497426986694 9451.5749191194773 19433.837101474404 621.33418561518192 47.546470060944557 9505.6063661947846 16256.872408539057 636.10411310940981 534.26235063374043 3076.3588801920414 12628.040671482682 1016.2240581661463 740.949378028512 13671.73322237283 25541.992579422891 1456.1393308639526 2849.1524495184422 57.239197969436646 7131.374232083559 37775.153154432774 1973.9069018065929 1054.7106204777956 5.5189119875431043 470.48470322787762 356.44837173819542 43.639468818902969 490.22818520665169 4.8173346519470215
leaf_count=6679 1712 5953 13996 47274 96467 4494 542 111101 156467 5583 2901 23077 78105 5137 2968 129900 229054 13482 14982 264 56189 328940 8205 7006 25 1883 2217 211 5660 24
internal_value=0 -0.0449066 -0.0552137 -0.0498447 -0.0455377 0.0205135 4.73335e-07 0.0228122 0.0340106 -0.0436427 -0.0255806 0.0231916 -0.0227857 -0.0218715 -0.0892652 0.0185911 0.0218866 0.0111371 -0.0264407 -0.0696328 0.00724631 0.0152427 -0.102429 0.00623547 -0.103203 -0.0919934 0.0277787 -0.0492137 0.054936 -0.0436329
internal_weight=0 53279.8 34747.7 31251.4 28885.4 119144 12006.1 107138 29329.1 2440.82 18532.1 19333.2 17426.4 1652.33 788.496 77808.5 39213.7 9565.3 15477.2 1105.63 7752.71 38594.8 2365.94 1949.25 3496.39 527.724 1812.59 577.902 9995.83 10.3362
internal_count=1360498 279008 167703 153658 143741 1081490 90612 990878 296305 14230 111305 179544 106046 10720 3510 694573 358954 76382 93087 5259 60683 335619 9917 12959 14045 2147 15699 3112 116761 49

Tree=11
num_cat=0
split_feature=0 1 1 0 1 1 0 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 0 0 1 0 0 0 0 0
split_gain=56610.6 2871.94 3885.34 3216.1 2391.13 1483.71 2594.54 2661.03 1312.46 1100.97 834.211 784.737 355.696 274.606 488.795 742.746 435.384 451.327 366.191 218.487 204.123 47.471 35.8454 13.5997 9.45356 0.918576 0.596558 0.276823 0.262893 0.0493305
threshold=5.5000000000000009 1000.5000000000001 999.50000000000011 63.500000000000007 178.50000000000003 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 699.49500000000012 5796.5000000000009 120793.00000000001 354.50000000000006 -21.499999999999996 -65.499999999999986 1.0000000180025095e-35 10.985000000000001 4.995000000000001 99.490000000000023 2000.5000000000002 350.49500000000006 8597.5000000000018 3634.5000000000005 44.500000000000007 1764.5000000000002 -15.499999999999998 236.50000000000003 6.5000000000000009 336.50000000000006 3.5000000000000004
left_child=5 2 3 4 -2 13 7 25 29 -5 -9 12 19 14 18 -16 17 -15 -1 -3 -18 -14 26 27 -10 -7 -13 -4 -25 -8
right_child=1 11 23 9 -6 6 8 10 24 -11 -12 22 21 16 15 -17 20 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.022496301612787168 -0.046135550798461995 -0.027106596569398407 -0.095415970774367545 -0.07245624265401461 -0.013146376946497607 0.054761751945707475 -0.09332550600658536 0.026981960651429288 0.019726323415652017 -0.031950749610709789 -0.0013366975932350362 -0.034936150249499885 -0.031188403259791844 -0.00081637391921615665 -0.012282892496885731 0.04336993231769376 0.0085806387377676523 -0.083731882769761512 0.014770200927657288 -0.014966975217831264 0.026960582650861348 -0.042167886363371571 -0.090139942537679152 -0.048166289635331733 0.0058952427056676755 0.052585958815877271 -0.014107487837442504 -0.097843701926969895 -0.03230698541733789 -0.092306979666579789
leaf_weight=22694.437382951379 13078.270246908069 6230.2684470713139 121.49730598926544 9164.3702122271061 9470.493247076869 9088.2297121956944 456.98956656455994 15991.453652761877 325.69811348617077 2053.5148921608925 3105.6296940296888 4.5602048933506039 1952.0758168399334 521.20225474238396 714.77924739569426 3718.0292835682631 7171.7742565497756 239.55045393109322 47303.446229577065 9149.5958390384912 1913.6465717852116 1986.1184146404266 470.4856852889061 5.6111119836568815 199.04746650904417 512.43910163640976 13.965985283255575 3498.7013529837132 4.8905961513519287 160.67967391014099
leaf_count=209058 63430 37455 486 39249 52837 111101 1832 157232 2965 9420 23274 27 10367 4503 7097 34370 61483 1892 423350 56832 17957 9798 1883 25 1656 6175 80 13996 24 644
internal_value=0 -0.0402953 -0.0484486 -0.043164 -0.0322801 0.0206492 0.0302304 0.0331721 -0.043664 -0.0650414 0.0223767 -0.0249013 -0.0233179 0.0172567 0.0182948 0.0343961 0.00940954 -0.0269253 0.0172751 -0.0198846 0.012452 -0.0367256 -0.0874537 -0.0975974 0.0144799 0.0546456 -0.0192344 -0.0977622 -0.0407807 -0.0930605
internal_weight=0 57204.4 37397.3 33766.6 22548.8 114117 29840.2 28697.8 1142.41 11217.9 19097.1 19807.1 19318.1 84276.9 74430.7 4432.81 9846.17 760.753 69997.9 15379.9 9085.42 3938.19 489.012 3630.7 524.746 9600.67 18.5262 3620.2 10.5017 617.669
internal_count=1360498 295909 179467 164936 116267 1064589 304879 297782 7097 48669 180506 116442 114452 759710 673875 41467 85835 6395 632408 94287 79440 20165 1990 14531 4621 117276 107 14482 49 2476

Tree=12
num_cat=0
split_feature=0 1 1 1 1 0 1 1 1 1 1 1 0 0 0 1 0 1 1 0 1 1 0 1 0 1 0 0 0 0
split_gain=51083 3370.7 3064.11 2461.57 4198.29 1889.16 1962.49 1874.32 2617.79 804.556 788.822 750.983 639.106 439.007 325.144 385.583 322.277 213.007 205.724 176.299 108.154 70.915 41.3488 35.537 16.7088 13.95 12.804 11.1657 1.07111 0.232882
threshold=6.5000000000000009 1000.5000000000001 999.50000000000011 1.0000000180025095e-35 148.50000000000003 -1.0000000180025095e-35 997.50000000000011 999.50000000000011 1000.5000000000001 1000.5000000000001 5796.5000000000009 19495.500000000004 29.500000000000004 5.5000000000000009 -213.49999999999997 100.50000000000001 1.0000000180025095e-35 376.50000000000006 1299.5000000000002 3634.5000000000005 24.960000000000004 179.49500000000003 13.500000000000002 1871.5000000000002 5.5000000000000009 120793.00000000001 44.500000000000007 3523.5000000000005 -15.499999999999998 336.50000000000006
left_child=5 2 3 22 -5 7 17 14 28 16 -10 12 23 -11 21 -16 -8 20 -14 27 -7 -1 -2 -3 -19 -21 -4 -13 -9 -28
right_child=1 11 26 4 -6 6 9 8 10 13 -12 19 18 -15 15 -17 -18 24 -20 25 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0116644471340765 -0.10670534471169793 0.014222513202387283 -0.093091892638817744 -0.012792404384136459 -0.052808280439044002 -0.012688423958511958 0.05031684933822287 0.054490487501944386 0.026275419935820294 0.013271325683784653 -0.0014069061939770385 -0.045421438421959365 -0.039605313541024985 -0.039746038201357942 0.027436962962625364 0.016855872430558385 -0.0893657609037318 0.023932968352731499 -0.02130574900744997 -0.060282943936682848 0.0088367881418204737 0.01601044744729618 -0.089258897771287024 0.00073689328876810412 0.036128106464709431 -0.085998136073237835 -0.045086090120170348 -0.019472431659447578 0.05198815788206454 -0.030263680062191406
leaf_weight=17722.944010220468 408.66061449050903 902.1428100168705 3493.4892771691084 9725.7034429013729 20103.007620751858 635.98810838907957 43.749848909676075 8686.9390534311533 15584.422468520701 622.13121299445629 3082.4378864765167 554.84934058785439 1722.3347132205963 1048.5314658433199 13169.551817975938 24867.665566630661 735.58314074575901 1399.2062648311257 14183.225049123168 59.42880642414093 7079.4666898697615 19954.829014763236 2010.128581687808 1065.4826178848743 351.41725397109985 468.53071042895317 5.692535072565077 44.803164049983025 449.79109779000282 4.9579510688781738
leaf_count=157783 1712 5953 13996 47274 96467 4494 542 111101 156467 5583 23077 2901 10184 5137 129900 229054 2968 13482 82903 264 56189 177836 8205 7006 2217 1883 25 211 5660 24
internal_value=0 -0.0394759 -0.04852 -0.0436948 -0.039761 0.0191652 0.0003122 0.0213353 0.0324379 -0.0395727 0.0217043 -0.0224586 -0.0199619 -0.0200031 0.0172583 0.0205193 -0.0815243 0.0106352 -0.0232873 -0.0620336 0.00706246 0.0139662 -0.0922065 0.00691996 0.026381 -0.0831036 -0.092925 -0.0434827 0.0543673 -0.038186
internal_weight=0 54752.4 35751.6 32247.5 29828.7 115435 11916.1 103519 27803.6 2450 18666.9 19000.8 17873.2 1670.66 75715 38037.2 779.333 9466.08 15905.6 1127.61 7715.45 37677.8 2418.79 1967.63 1750.62 527.96 3504.14 599.653 9136.73 10.6505
internal_count=1360498 279008 167703 153658 143741 1081490 90612 990878 296305 14230 179544 111305 106046 10720 694573 358954 3510 76382 93087 5259 60683 335619 9917 12959 15699 2147 14045 3112 116761 49

Tree=13
num_cat=0
split_feature=0 1 1 1 1 0 1 1 1 1 1 0 0 0 0 1 0 1 1 1 1 1 1 0 1 0 0 0 0 0
split_gain=45989 2998.46 2886.13 2224.92 3652.29 1752.26 1799.65 2596.87 1772.58 748.037 738.855 683.433 579.444 388.16 306.04 366.841 291.945 202.906 198.73 97.8383 90.1661 66.0826 42.6583 31.158 15.8663 15.6756 12.155 1.11586 0.162055 0.0949631
threshold=6.5000000000000009 1000.5000000000001 999.50000000000011 1.0000000180025095e-35 148.50000000000003 -1.0000000180025095e-35 999.50000000000011 1000.5000000000001 997.50000000000011 1000.5000000000001 5796.5000000000009 3634.5000000000005 28.500000000000004 5.5000000000000009 -213.49999999999997 100.50000000000001 1.0000000180025095e-35 7196.5000000000009 376.50000000000006 24.960000000000004 120793.00000000001 179.49500000000003 1871.5000000000002 13.500000000000002 12994.500000000002 5.5000000000000009 82.500000000000014 -15.499999999999998 19.500000000000004 336.50000000000006
left_child=5 2 3 23 -5 6 14 27 18 16 -9 12 22 -11 21 -16 -10 -14 19 -7 24 -1 -3 -2 -13 -20 28 -8 -4 -28
right_child=1 11 26 4 -6 8 7 10 9 13 -12 20 17 -15 15 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.011180265155530425 -0.099325851572840101 0.015127796588325183 -0.089260634668330993 -0.012087260448734934 -0.049233605358076971 -0.011956596193446118 0.05423402651881383 0.025490924169943998 0.049883259320050527 0.01273617773752567 -0.0013352477820426827 -0.032690330087948798 -0.018626035277482893 -0.037118365827756739 0.026638741678964156 0.016223255599302207 -0.085735316857621868 -0.030661106020001529 0.023168759714081354 0.008447420410085343 -0.082348500858272264 0.015397021457085699 0.00010692202305604553 -0.084312326265071194 -0.058794003554224664 0.035107431205733376 -0.038234762287719104 0.051624113045278142 -0.088571864690492427 -0.028386189323601714
leaf_weight=17569.939669549465 416.84210363030434 850.92924445867538 1961.7119193971157 9777.0653192996979 20474.451954528689 641.03540505468845 8301.359411470592 15268.986091934144 41.968772664666176 616.01767257601023 3085.3979547023773 130.0850252956152 11571.140596941113 1066.1474423706532 12893.099110521376 24553.66700848192 728.565365254879 5022.2062400877476 1373.7491662055254 7036.6141723692417 464.91793237626553 19718.4975393489 1063.2902855426073 2021.3288598954678 105.35955120623112 343.74965564906597 4.7766868472099286 430.79570323228836 1512.3750478923321 5.0199240446090698
leaf_count=157783 1712 5674 7906 47274 96467 4494 111101 156467 542 5583 23077 651 67901 5137 129900 229054 2968 27735 13482 56189 1883 177836 6988 8205 473 2217 21 5660 6094 24
internal_value=0 -0.0370643 -0.045542 -0.0409314 -0.0372282 0.0185007 0.0206183 0.0316599 0.000301716 -0.0375497 0.0209814 -0.0210984 -0.0192637 -0.0188614 0.0166165 0.0198094 -0.0783486 -0.0222686 0.0101832 0.00674381 -0.0695816 0.0134101 0.00678416 -0.0868791 -0.0443715 0.0255582 -0.088804 0.0541053 -0.0889608 -0.0331882
internal_weight=0 55381.5 36173.6 32689.7 30251.5 113670 101822 27086.5 11847.8 2452.7 18354.4 19207.9 18507.6 1682.17 74735.2 37446.8 770.534 16593.3 9395.15 7677.65 700.363 37288.4 1914.22 2438.17 235.445 1717.5 3483.88 8732.16 3474.09 9.79661
internal_count=1360498 279008 167703 153658 143741 1081490 990878 296305 90612 14230 179544 111305 108298 10720 694573 358954 3510 95636 76382 60683 3007 335619 12662 9917 1124 15699 14045 116761 14000 45

Tree=14
num_leaves=30
num_cat=0
split_feature=0 1 1 1 1 1 0 1 1 1 0 0 0 0 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0
split_gain=41516.6 2049.36 2922.68 8415.36 3020.03 1313.64 1819.67 2597.02 818.434 685.346 494.11 438.045 506.84 229.108 407.16 430.078 170.274 112.857 77.6989 75.7785 63.8416 1096.04 198.653 24.026 31.4946 28.2166 7.88775 1.03786 0.0241618
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 198.48000000000005 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 1000.5000000000001 5796.5000000000009 6.5000000000000009 8.5000000000000018 19.500000000000004 -213.49999999999997 -206.49999999999997 1.0000000180025095e-35 99.490000000000023 120.49500000000002 5.5000000000000009 6.5000000000000009 10.985000000000001 -275.49999999999994 -257.49999999999994 13.500000000000002 63.500000000000007 7.5000000000000009 9396.5000000000018 -15.499999999999998 3.5000000000000004
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
left_child=5 10 11 19 -5 13 7 27 28 -9 18 16 -13 20 17 -16 -3 -15 -2 -4 21 -1 -22 25 -25 -12 -10 -7 -8
right_child=1 2 3 4 -6 6 8 9 26 -11 23 12 -14 14 15 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.028466420734680739 -0.063656549389536896 0.014516241594812957 -0.15839764682617252 0.025822406892186307 -0.033814717146663217 0.053991335928790012 -0.082543064988158887 0.024629779543551864 0.014040362192223708 -0.0011414278841906087 -0.068117925576331242 -0.0329593420786067 -0.0062986874119163681 0.043211260439177432 0.028521103511203988 0.014160681711815877 -0.010532061823512483 0.02673780887399764 0.0044747490085904618 -0.11511134899220613 0.016767148155736194 0.022325956939867487 0.0085890873083968519 -0.072837778264456809 -0.085418050063750584 -0.099754938649757541 -0.018501789208460968 0.051523593705022158 -0.081559424267826641
leaf_weight=1490.4697163328528 52.572410091757774 2304.5471138507128 104.69591751694679 2238.6375710517168 41040.797158688307 7931.0942859426141 443.28261244297028 15042.596638046205 386.71799748390913 3113.7723430842161 89.39104950428009 2565.6350807100534 5841.4177287817001 1525.6226435750723 6236.7004697173834 31788.198574647307 961.56362593173981 3264.0809198766947 205.11315679550171 2950.2530504018068 19876.521567732096 3695.5346615388989 11854.319586463273 879.64503890275955 1145.1978478580713 333.10684323310852 19.562870144844055 450.25455497205257 72.664323449134827
leaf_count=13307 299 13673 502 13825 211849 111101 1832 157232 3520 23274 366 12505 27463 15765 64920 300801 5513 31053 1072 12126 180998 33149 108165 3580 4625 1346 162 6175 300
internal_value=0 -0.0327417 -0.030758 -0.0363913 -0.03073 0.0190061 0.0284379 0.0308373 -0.0406067 0.0202101 -0.0752817 -0.00839779 -0.0144349 0.0157577 0.0182465 0.016516 0.00714186 0.031985 -0.00942524 -0.116595 0.0128713 0.00772811 0.0137119 -0.0822158 -0.0799528 -0.0930613 0.0124734 0.0538588 -0.0824045
internal_weight=0 60712.6 58007.5 46334.4 43279.4 107191 27459.9 26537.7 922.228 18156.4 2705.03 11673.2 8407.05 79731.4 42814.6 38024.9 3266.11 4789.7 257.686 3054.95 36916.8 5186 31730.8 2447.34 2024.84 422.498 406.281 8381.35 515.947
internal_count=1360498 308744 297456 238302 225674 1051754 303596 297782 5814 180506 11288 59154 39968 748158 412539 365721 19186 46818 1371 12628 335619 46456 289163 9917 8205 1712 3682 117276 2132

Tree=15
num_cat=0
split_feature=0 1 1 0 1 1 0 1 1 1 1 1 0 0 0 1 1 1 0 1 1 0 1 0 1 0 0 0 0 0
split_gain=37458.5 1948.55 3462.41 2914.22 3299.31 1262.1 1682.95 2572.58 1058.28 752.999 640.75 627.525 291.937 214.887 428.98 407.58 169.713 98.2182 62.6672 53.6716 35.2915 33.0525 28.4021 12.0727 7.16603 1.08377 0.522368 0.518148 0.181845 0.0238883
threshold=4.5000000000000009 1000.5000000000001 999.50000000000011 44.500000000000007 178.50000000000003 999.50000000000011 1.0000000180025095e-35 1000.5000000000001 699.49500000000012 1000.5000000000001 5796.5000000000009 120793.00000000001 354.50000000000006 -212.49999999999997 -206.49999999999997 1.0000000180025095e-35 2000.5000000000002 120.49500000000002 -308.49999999999994 10.985000000000001 19495.500000000004 3634.5000000000005 328.49500000000006 44.500000000000007 6393.5000000000009 -15.499999999999998 236.50000000000003 6.5000000000000009 336.50000000000006 3.5000000000000004
left_child=5 2 3 4 -2 13 7 25 -5 29 -9 12 16 18 17 -16 -3 -15 22 -20 -14 26 -1 27 -11 -7 -13 -4 -25 -8
right_child=1 11 23 8 -6 6 9 10 -10 24 -12 21 20 14 15 -17 -18 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0082625167318544201 -0.036712836539454209 -0.020228429248425384 -0.081452286409957664 -0.057912877190207705 0.0022194491355805122 0.053761490655271742 -0.079748623249237635 0.023868960478575629 -0.023650576091424954 0.01358236211242466 -0.0010834922013129755 -0.026024573260828601 -0.027374236438765073 0.043528296502496303 0.027726223808456109 0.013602152004052513 -0.0098537304653219596 0.027359026015795734 0.0079277165993844115 0.013461691653442513 -0.042518078217892837 -0.07783836505801521 0.011949813537974606 -0.037507290037204294 -0.015555610488839267 0.05118407580385731 -0.007212698139821493 -0.084062151228200252 -0.024631134150804083 -0.078762682230287179
leaf_weight=526.51986690610647 14128.398129060864 6660.9834417849779 201.36143204569817 10897.068551957607 8850.8759265616536 7575.7289656028152 436.05604004859924 14753.449070125818 2841.4159329384565 380.15449873358011 3116.1959166824818 4.904419586062434 3722.1442153453827 1385.0913996621966 6098.2928310707211 31447.682072013617 9656.4942077100277 2917.3293897509575 5101.3022136390209 31045.716880045831 429.06150616705418 457.42629384994507 259.44602958858013 5.8728211969137174 22.340911611914635 431.06490645557642 14.905628651380537 3423.8274630308151 5.1435216665267944 71.511232852935791
leaf_count=4460 68517 38204 830 45697 49722 111101 1832 157232 12552 3499 23274 27 18252 14799 64920 300801 57022 28327 46121 286511 1913 1883 2219 25 183 6175 80 13996 24 300
internal_value=0 -0.0307955 -0.037218 -0.032609 -0.0217174 0.0183445 0.0277202 0.0300706 -0.0508267 -0.0391088 0.0195176 -0.0184221 -0.0171006 0.0151567 0.0176099 0.0158962 -0.0140888 0.0325644 0.012377 0.0126807 -0.0289395 -0.0751 -0.00159046 -0.0837584 0.011965 0.0536227 -0.01187 -0.0839172 -0.0314954 -0.0796097
internal_weight=0 61299.9 40354 36717.8 22979.3 105568 26786.5 25876.4 13738.5 910.063 17869.6 20945.9 20468.7 78781.4 41848.4 37546 16317.5 4302.42 36933 36147 4151.21 477.236 785.966 3636.21 402.495 8006.79 19.81 3625.19 11.0163 507.567
internal_count=1360498 308744 191363 176488 118239 1051754 303596 297782 58249 5814 180506 117381 115391 748158 408847 365721 95226 43126 339311 332632 20165 1990 6679 14875 3682 117276 107 14826 49 2132

Tree=16
num_cat=0
split_feature=0 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 1 1 1 0 0 0 1 1 0 0 0
split_gain=34015.5 2663.81 1789.14 1720.55 1672.43 2618.56 1578.06 2524.42 1219.65 845.115 656.981 604.646 597.35 448.385 386.622 280.368 256.102 368.74 226.935 225.483 179.307 66.0253 59.0992 37.7896 31.128 25.0646 19.7433 11.6929 1.26873 0.460068
threshold=7.5000000000000009 1100.5000000000002 999.50000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 148.50000000000003 999.50000000000011 1000.5000000000001 997.50000000000011 1000.5000000000001 1000.5000000000001 5796.5000000000009 120793.00000000001 1999.9950000000001 29.500000000000004 376.50000000000006 -212.49999999999997 -206.49999999999997 1.0000000180025095e-35 7196.5000000000009 99.490000000000023 1089.5000000000002 -282.49999999999994 13.500000000000002 3634.5000000000005 15593.500000000002 378.50000000000006 44.500000000000007 -15.499999999999998 236.50000000000003
left_child=3 2 4 6 23 -6 16 28 15 18 27 -9 14 -11 25 20 22 -18 -10 -16 -5 -12 -1 -2 29 -3 -17 -4 -8 -14
right_child=1 12 10 8 5 -7 7 11 9 13 21 -13 24 -15 19 26 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0084537803599617472 -0.092055769798796816 0.0085133314909322279 -0.081029459123279662 0.0094180650102249058 -0.010496978620328494 -0.042676449820282354 0.053543600171012173 0.023211328286314638 0.04862825288612492 0.023104001669159508 -0.018910752094803713 -0.0011542188120802644 -0.024384254184732414 -0.028703477081692016 -0.013618319852673939 0.042260380172921934 0.03175419370713458 0.015966792017888098 -0.077956735574742961 -0.026017714613650229 -0.0048718865797807952 -0.051682701697021785 0.013052894799175438 -0.073945439706529392 -0.075058661186904685 -0.035862071493277546 0.023184907635899164 -0.029654212784837271 0.050572571522103496 -0.006826688074570892
leaf_weight=9399.9183645397425 336.14430981874466 1634.5521758049726 3279.1223402172327 5244.2817260622978 9160.6010075062513 20400.561284124851 7234.8404615372419 14404.320497952402 37.058210529386997 618.29399318248034 518.46569173038006 3092.8937222659588 4.970847591757777 1286.9539558887482 11434.638408586383 147.19746548682451 4194.5265859663486 31283.589190982282 794.12469959259033 5397.0704505592585 3775.6848270818591 218.44419747591019 27190.259135507047 2012.9730901867151 450.81430141627789 32.453022375702858 1728.6361081600189 11.112768247723578 378.10983449220657 14.959603995084761
leaf_count=86660 1346 10516 13594 39712 42843 93042 111101 156467 542 5161 2989 23077 27 6831 64600 1199 43126 312136 3370 28478 28157 1259 252651 8205 1883 201 15536 49 5660 80
internal_value=0 -0.0318932 -0.0398945 0.0162338 -0.0359313 -0.0327045 0.0185673 0.0293616 -0.000400897 -0.0302439 -0.0712985 0.0189044 -0.0167348 -0.0118908 -0.0153194 0.00709403 0.0148064 0.0178333 -0.072313 -0.0175942 0.00343641 -0.0286254 0.0118714 -0.0765369 -0.0723552 0.00764944 0.0246818 -0.0808559 0.053396 -0.0112057
internal_weight=0 54906.9 35937.4 110811 31910.3 29561.2 97178.5 25110.2 13632.2 2736.43 4027.14 17497.2 18969.5 1905.25 18498.7 10895.8 72068.3 35478.1 831.183 16831.7 9019.97 736.91 36590.2 2349.12 470.745 1667.01 1875.83 3290.24 7612.95 19.9305
internal_count=1360498 269112 163327 1091386 145436 135885 990878 296305 100508 15904 17891 179544 105785 11992 103795 84604 694573 355262 3912 93078 67869 4248 339311 9551 1990 10717 16735 13643 116761 107

Tree=17
num_cat=0
split_feature=0 1 1 0 1 0 1 1 1 1 1 1 1 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0
split_gain=30721.9 2258.99 2522.11 1723.45 2370.22 1229.08 1507.23 2497.16 1256.22 983.884 585.89 564.259 554.609 461.256 273.518 239.815 351.015 205.988 173.87 170.649 92.1376 56.7496 40.0572 29.4482 18.7809 11.3325 1.32439 0.405976 0.16548 0.164932
threshold=6.5000000000000009 1000.5000000000001 999.50000000000011 63.500000000000007 178.50000000000003 -1.0000000180025095e-35 999.50000000000011 1000.5000000000001 997.50000000000011 598.50000000000011 1000.5000000000001 5796.5000000000009 120793.00000000001 28.500000000000004 1999.9950000000001 -212.49999999999997 -206.49999999999997 1.0000000180025095e-35 354.50000000000006 376.50000000000006 24.960000000000004 -308.49999999999994 1871.5000000000002 3634.5000000000005 5.5000000000000009 44.500000000000007 -15.499999999999998 236.50000000000003 336.50000000000006 19.500000000000004
left_child=5 2 3 4 -2 6 15 26 19 -5 17 -9 13 22 -12 21 -17 -10 -15 20 -7 -1 -3 27 -21 29 -8 -14 -27 -4
right_child=1 12 25 9 -6 8 7 11 10 -11 14 -13 23 18 -16 16 -18 -19 -20 24 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0019408034719034528 -0.038718345065972368 0.016511651776155521 -0.078611970154711067 -0.056920874928990665 -0.0056627827969856536 -0.012232306830504122 0.053336858920263922 0.022473320771225297 0.048208573660257881 -0.024558739720920056 0.017476956256286657 -0.0010956223439167812 -0.022872530759594348 -0.014282399338673247 -0.027496195146334203 0.030946919816987856 0.015362199689134945 -0.075240099208388228 -0.0259061433188514 0.021035930840244632 0.0076499363243802757 0.01167581460102495 0.0021152285861427223 -0.07254390638867915 0.034267126435083575 -0.033635858211085085 0.050234454354928321 -0.0064627387786554474 -0.021458683016353661 -0.077901164249625343
leaf_weight=782.046730697155 12423.8519526124 869.51334547996521 1874.9112027287483 8514.0279594808817 9623.7834338396788 636.20880726724863 6907.99460997805 14140.31323043257 35.550024092197418 3243.2566670179367 463.01984553784132 3095.3255998790264 5.0327664315700558 13393.069248735905 1252.9049217700958 4091.3995838239789 30899.050054125488 683.1743281185627 4234.2648808509111 1306.2122789248824 6928.4213150143623 35481.489411786199 1087.4984947293997 443.30930685997009 337.49664810299873 5.9581025987863523 362.02916577458382 15.010601818561552 5.2467674016952515 1445.1208179444075
leaf_count=6679 56225 5674 7906 35061 48764 4494 111101 156467 542 13608 4202 23077 27 76498 6518 43126 312136 2968 20165 13482 56189 332632 6978 1883 2217 25 5660 80 24 6090
internal_value=0 -0.0293226 -0.0366243 -0.0325339 -0.0242896 0.0160452 0.0179102 0.0286067 0.000705651 -0.0479938 -0.031235 0.0182406 -0.015797 -0.0145178 -0.0153608 0.0142315 0.0171845 -0.069134 -0.0170745 0.00915063 0.00597778 0.0113822 0.00851165 -0.0698637 0.0237526 -0.0781332 0.0531824 -0.0105831 -0.0279338 -0.0783026
internal_weight=0 57183.9 37136.2 33804.9 22047.6 107403 95759.6 24505.7 11643 11757.3 2434.65 17235.6 20047.7 19584.3 1715.92 71254 34990.4 718.724 17627.3 9208.34 7564.63 36263.5 1957.01 463.353 1643.71 3331.24 7270.02 20.0434 11.2049 3320.03
internal_count=1360498 279008 167703 153658 104989 1081490 990878 296305 90612 48669 14230 179544 111305 109315 10720 694573 355262 3510 96663 76382 60683 339311 12652 1990 15699 14045 116761 107 49 13996

Tree=18
num_cat=0
split_feature=0 1 1 1 1 0 1 1 1 1 1 0 1 1 1 0 1 0 0 1 1 1 1 0 0 1 1 0 0 0
split_gain=27839 2186.44 1640.07 1531.37 2461.93 1448.64 1379.92 2313.18 979.555 694.729 594.415 533.545 522.303 518.483 404.776 307.187 240.621 203.474 348.419 190.826 172.434 56.0991 55.884 32.615 27.9674 22.1534 19.4085 11.0299 0.358867 0.238822
threshold=7.5000000000000009 1100.5000000000002 999.50000000000011 1.0000000180025095e-35 148.50000000000003 1.5000000000000002 999.50000000000011 1000.5000000000001 997.50000000000011 1000.5000000000001 1000.5000000000001 1.0000000180025095e-35 5796.5000000000009 120793.00000000001 1999.9950000000001 29.500000000000004 376.50000000000006 -212.49999999999997 -206.49999999999997 7196.5000000000009 148.50000000000003 1089.5000000000002 179.49500000000003 13.500000000000002 3634.5000000000005 15593.500000000002 378.50000000000006 44.500000000000007 236.50000000000003 5.5000000000000009
left_child=5 2 3 23 -5 6 17 11 16 29 27 -8 -9 15 -11 25 20 22 -19 -17 -7 -12 -1 -2 28 -3 -18 -4 -15 -10
right_child=1 13 10 4 -6 8 7 12 9 14 21 -13 -14 24 -16 19 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0088286612559117291 -0.085514379749706215 0.0078324192057770622 -0.075873601391538745 -0.0076685060101034349 -0.038597274149950768 0.0067819213595849519 0.052981258354209831 0.02157980301532339 -0.072894730681829445 0.026489352197438962 -0.017296643681046754 -0.072483215638823859 -0.00098112479566189108 -0.021475878344034569 -0.028583974505334467 -0.011934788868842701 0.043214143815932464 0.030146304029027356 0.0144988662154329 -0.023233702439219722 -0.010391543082171219 -0.047105917955902105 0.012777014635846885 -0.068674676280611552 -0.070254502204882052 -0.033486024179900611 0.022717222939306288 -0.02634907133521 -0.0061194360692587609 -0.074935505721916471
leaf_weight=17006.204175233841 336.136828571558 1619.2553523480892 3163.4365003556013 9334.5148168355227 20707.499490603805 5246.0783873721957 6973.1589955352247 14092.934962421656 469.30445176362991 459.99625137448311 525.89526560902596 85.778680801391602 3136.2598627507687 5.0905225723981884 1214.5444076135755 11614.527566984296 126.91016442328691 3992.5977239012718 32651.904878586531 5509.4525876492262 2026.2081666439772 225.51172675192356 18945.660803377628 1988.5484126210213 435.07632449269295 33.104081258177757 1283.7916548550129 11.282784923911093 15.058799400925635 206.41102579236031
leaf_count=159692 1346 10516 13594 42843 93042 37450 117276 158489 2096 3710 2989 384 23367 27 5970 64600 1051 43126 332010 28478 14811 1259 179619 8205 1883 201 11447 49 80 888
internal_value=0 -0.0284919 -0.0357145 -0.0320126 -0.0289872 0.0150784 0.0170333 0.0273498 -0.00208799 -0.0307238 -0.0662327 0.0514566 0.017473 -0.0148618 -0.0134553 -0.0135835 0.00566298 0.0135818 0.0162037 -0.0155701 0.00199704 -0.026243 0.0109093 -0.0711096 -0.0675875 0.00700463 0.0245612 -0.0756976 -0.00999909 -0.0735181
internal_weight=0 55524.4 36292.8 32366.7 30042 107918 96884.5 24288.1 11033.2 2350.26 3926.13 7058.94 17229.2 19231.6 1674.54 18776.3 8682.99 72596.4 36644.5 17124 7272.29 751.407 35951.9 2324.69 455.226 1652.36 1410.7 3174.72 20.1493 675.715
internal_count=1360498 269112 163327 145436 135885 1091386 1013963 299516 77423 12664 17891 117660 181856 105785 9680 103795 64759 714447 375136 93078 52261 4248 339311 9551 1990 10717 12498 13643 107 2984

Tree=19
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 1 0 0 0 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0
split_gain=25216.5 1540.2 2312.62 7037.43 2474.99 1058.91 1574.98 2659.18 481.805 512.979 446.172 350.03 273.558 456.025 168.286 316.911 397.299 138.277 125.022 66.3544 65.2941 55.3917 66.8886 28.5486 21.5606 75.1794 4.44264 1.30154 0.0286611
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 198.48000000000005 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 5796.5000000000009 1871.5000000000002 5992.5000000000009 6.5000000000000009 8.5000000000000018 19.500000000000004 -213.49999999999997 -205.49999999999997 1.0000000180025095e-35 99.490000000000023 120.49500000000002 5.5000000000000009 6.5000000000000009 324.50000000000006 -308.49999999999994 -235.49999999999997 63.500000000000007 21.500000000000004 336.50000000000006 -15.499999999999998 3.5000000000000004
left_child=5 11 12 20 -5 14 7 27 9 -8 -10 19 17 -14 21 18 -17 -3 -16 -2 -4 22 -1 -23 25 -13 -26 -7 -9
right_child=1 2 3 4 -6 6 8 28 10 -11 -12 24 13 -15 15 16 -18 -19 -20 -21 -22 23 -24 -25 26 -27 -28 -29 -30
leaf_value=-0.0087019755676374065 -0.055799816912130998 0.015453082022647445 -0.13766567812185579 0.027691772089886997 -0.025565516462456229 0.052954407338173609 0.01315816683881014 -0.071095270734751581 -0.084742320130202831 0.032760582333637239 0.0033095850613667648 -0.070382773202762594 -0.025169176963017049 -0.00046589672573230616 0.039572082259858088 0.025621362276181555 0.011217453564969851 -0.0068247060639487801 0.021918914931120987 0.0058185979811360544 -0.098866169447481167 0.014136324242718837 0.0093890781488788801 0.0073413661521910924 -0.070650198451388035 -0.042619645716945279 -0.077294835097873382 0.049868588766970971 -0.069967005894533293
leaf_weight=522.81828711926937 55.314675465226173 2327.2867263704538 112.45989227294922 2299.9721503183246 42351.674651622772 6295.558811891824 8656.4231138974428 399.07880210876465 151.11760814487934 5431.6840023249388 2998.9539935588837 996.49553419649601 2697.8489514440298 6074.8364464789629 1447.0981646701694 5706.8891457095742 29712.28395781666 994.0560144931078 3267.7984731197357 207.90946125984192 3028.1935285925865 10486.798858113587 22475.664415486157 1813.0402782559395 675.25083130598068 322.83491483330727 400.91563829779625 361.31989631801844 65.529853105545044
leaf_count=4456 299 13673 502 13825 211849 111101 98902 1832 1125 61829 22332 3997 12505 27463 17097 64326 296630 5513 34486 1072 12126 100402 213428 17333 2902 1295 1723 6175 300
internal_value=0 -0.0246213 -0.0229681 -0.0279108 -0.0228223 0.0158714 0.0249349 0.0447152 0.0167632 0.0207159 -0.000914507 -0.0618596 -0.00343585 -0.00806285 0.0129445 0.0151593 0.0135383 0.00878549 0.027337 -0.00713007 -0.100255 0.0104263 0.00897782 0.0131347 -0.0678734 -0.0635892 -0.0731256 0.0527869 -0.0709361
internal_weight=0 62545 59886.3 47792.3 44651.6 99792.1 24359.7 7121.49 17238.2 14088.1 3150.07 2658.72 12094 8772.69 75432.4 40134.1 35419.2 3321.34 4714.9 263.224 3140.65 35298.3 22998.5 12299.8 2395.5 1319.33 1076.17 6656.88 464.609
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 160731 23457 11288 59154 39968 748158 412539 360956 19186 51583 1371 12628 335619 217884 117735 9917 5292 4625 117276 2132

Tree=20
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 1 0 0 0 0 0 1 1 1 0 0 1 1 0 0 0 0 0 0
split_gain=22815.6 1429.63 2059.11 6359.36 2233.66 1010.53 1562.78 2508.4 447.995 489.348 380.001 324.801 246.789 406.327 157.328 331.761 373.452 126.002 102.631 58.1236 54.2459 834.407 57.1814 47.0993 25.1969 68.4393 4.28355 1.36041 0.0289277
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 5796.5000000000009 1871.5000000000002 5992.5000000000009 6.5000000000000009 8.5000000000000018 19.500000000000004 -212.49999999999997 -206.49999999999997 1.0000000180025095e-35 99.490000000000023 120.49500000000002 5.5000000000000009 -282.49999999999994 1.0000000180025095e-35 5.4900000000000011 5.5000000000000009 63.500000000000007 21.500000000000004 336.50000000000006 -15.499999999999998 3.5000000000000004
left_child=5 11 12 23 -5 14 7 27 9 -8 -10 19 17 -14 20 18 -17 -3 -16 -2 21 -1 -22 -4 25 -13 -26 -7 -9
right_child=1 2 3 4 -6 6 8 28 10 -11 -12 24 13 -15 15 16 -18 -19 -20 -21 22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=-0.035717102957926503 -0.051514350493080313 0.014806363555923189 -0.15739081607338634 0.030892561117829582 -0.023891291219946847 0.052776763022876344 0.012637254688325751 -0.069408075057489776 -0.07595434496078235 0.031978935737743068 0.003151384835144782 -0.067065345935161585 -0.023686454148863681 -0.00044253333367708396 0.040709371314539035 0.024896809213167372 0.010868151919143188 -0.0064608569409738571 0.023052537436156123 0.0055433606118207093 0.016734108367365053 0.012078954328397231 0.01018332364877253 -0.094444834063114991 -0.068490921091098764 -0.040551301880801478 -0.075084327120730349 0.049551839683310672 -0.068259733896101904
leaf_weight=1029.3135724291205 56.878047332167625 2307.9951631426811 30.003974437713623 1944.6940027028322 43025.059863738716 6008.1688861213624 8564.9662012904882 388.60646402835846 159.92710143327713 5289.8699040189385 2992.2047321796417 993.56462828814983 2722.729310169816 6075.7677096277475 1201.8254548758268 5640.1586086526513 29856.370828568935 997.44625487923622 2610.8466179594398 207.33605694770813 3915.2583457157016 8089.9179364219308 22333.460631147027 3116.9065434485674 662.04713481664658 322.34773977100849 392.30062083899975 345.8399661257863 63.852976262569427
leaf_count=9267 299 13673 140 11630 214044 111101 98902 1832 1125 61829 22332 3997 12505 27463 14799 64920 300801 5513 28327 1072 37041 77393 215610 12488 2902 1295 1723 6175 300
internal_value=0 -0.0232707 -0.0216935 -0.0263307 -0.0215222 0.0152857 0.0242545 0.0445014 0.0161513 0.020022 -0.000862137 -0.0593234 -0.00325942 -0.00763546 0.0124257 0.0146026 0.0130972 0.00838879 0.0286183 -0.0067396 0.0100063 0.00668408 0.0111604 -0.095045 -0.0651849 -0.0605704 -0.0709442 0.0526012 -0.069246
internal_weight=0 62855.1 60220.6 48116.7 44969.8 98490.6 23813.4 6806.47 17007 13854.8 3152.13 2634.47 12103.9 8798.5 74677.2 39309.2 35496.5 3305.44 3812.67 264.214 35368 9119.23 26248.7 3146.91 2370.26 1315.91 1054.35 6354.01 452.459
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 160731 23457 11288 59154 39968 748158 408847 365721 19186 43126 1371 339311 86660 252651 12628 9917 5292 4625 117276 2132

Tree=21
num_cat=0
split_feature=0 1 1 0 0 1 1 1 1 1 0 1 1 0 1 1 1 1 1 0 1 0 1 0 0 1 1 0 0 0
split_gain=20707 2039.33 1920.46 1424.97 1113.12 1100.83 2326.71 1055.92 495.622 421.831 348.896 916.403 335.426 765.59 731.633 339.032 331.689 317.782 314.719 265.624 227.463 159.791 68.1906 36.2837 28.4199 20.4435 18.1887 11.5398 4.9528 0.310403
threshold=7.5000000000000009 1049.4950000000001 999.50000000000011 336.50000000000006 -11.499999999999998 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 120793.00000000001 5594.5000000000009 -65.499999999999986 10.985000000000001 997.50000000000011 1.0000000180025095e-35 1000.5000000000001 350.49500000000006 99.490000000000023 399.50000000000006 1000.5000000000001 29.500000000000004 347.50000000000006 354.50000000000006 14798.500000000002 44.500000000000007 3634.5000000000005 507.50000000000006 15593.500000000002 44.500000000000007 -12.499999999999998 236.50000000000003
left_child=4 2 3 7 5 10 28 -2 19 -8 16 -12 15 22 -15 20 -1 -5 27 26 -6 -21 -14 -20 29 -17 -3 -4 -7 -10
right_child=1 8 18 17 12 6 9 -9 24 -11 11 -13 13 14 -16 25 -18 -19 23 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016779874232443648 -0.061036653786170895 0.0086589295942383088 -0.072313663257699543 -0.074550706660329188 0.0014332246260032504 0.052600030194351846 0.019438048091992524 -0.022215384653513106 -0.017268051917448398 -0.0013249001281048032 -0.019629139537158603 0.036588422826858015 0.035827855823929784 -0.068965056297560376 -0.0093625557556061278 0.017259845355299605 0.0089675309339439652 -0.031464194631550757 0.011612051045070574 -0.0094578121133615939 -0.14425803286614386 -0.020443738717662072 -0.033176638802315771 -0.029930871877368218 -0.066747718735915937 0.027464573946800904 -0.027890333777115636 -0.02211412607977415 0.039658535892208545 -0.0032149124563563346
leaf_weight=19976.282747171819 1866.7598876357079 1776.7404319494963 3049.8257960230112 1850.0839007198811 9860.7138628065586 5749.8878284431994 12907.797415599227 28388.010379984975 5.2672246694564846 3018.2636253833771 899.37779362499714 3736.8214304670691 685.57442044466734 714.9902104139328 1839.6348488852382 816.47356228530407 42475.47073148936 556.71853984892368 64.109681755304337 13613.663006052375 26.863625191152096 4373.2137309461832 37.774882391095161 291.75804714858532 419.59657350182533 1230.3572711572051 34.704402074217796 11.491400167345999 74.893154740333557 15.469594761729239
leaf_count=209058 7828 11222 13594 7671 77580 111415 152906 127666 27 22618 10226 39378 9225 3370 11030 7844 423350 2271 392 74579 176 20109 282 1540 1883 11530 201 49 1398 80
internal_value=0 -0.0241615 -0.0312876 -0.0275563 0.013478 0.015618 0.0253929 -0.0246107 -0.0114578 0.0155031 0.0124489 0.0256828 0.000980594 -0.0131861 -0.0260441 0.00487169 0.0114664 -0.0645843 -0.0669517 -0.010291 0.0010374 -0.0121289 0.0322243 -0.0224469 -0.0639238 0.0233939 0.0079587 -0.0721252 0.0524336 -0.00678446
internal_weight=0 56317.4 36078.8 32661.6 104051 88838.8 21750.8 30254.8 20238.7 15926.1 67088 4636.2 15212.4 3277.97 2554.63 11934.4 62451.8 2406.8 3417.18 19798.3 9887.58 17986.9 723.349 355.868 440.333 2046.83 1811.44 3061.32 5824.78 20.7368
internal_count=1360498 269112 161011 145436 1091386 970349 288337 135494 108101 175524 682012 49604 121037 23907 14400 97130 632408 9942 15575 106111 77756 94688 9507 1932 1990 19374 11423 13643 112813 107

Tree=22
num_cat=0
split_feature=0 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 0 1 1 0 1 1 1 1 0 0 1 0 0 0
split_gain=18744.6 1846.41 1552.49 1318.45 2022.82 1026.34 1044.54 2290.66 904.371 610.048 466.567 391.536 328.266 856.301 308.582 305.202 700.072 692.547 312.896 241.184 213.379 160.236 63.383 49.1349 27.1015 21.153 19.4059 11.2913 5.10677 0.276478
threshold=7.5000000000000009 1100.5000000000002 999.50000000000011 63.500000000000007 178.50000000000003 -11.499999999999998 999.50000000000011 1000.5000000000001 598.50000000000011 1000.5000000000001 120793.00000000001 5594.5000000000009 -65.499999999999986 10.985000000000001 99.490000000000023 997.50000000000011 1.0000000180025095e-35 1000.5000000000001 350.49500000000006 29.500000000000004 10.985000000000001 7196.5000000000009 14798.500000000002 1089.5000000000002 3634.5000000000005 9.5000000000000018 507.50000000000006 82.500000000000014 -12.499999999999998 236.50000000000003
left_child=5 2 3 4 -2 6 12 28 -5 27 19 -9 14 -14 -1 18 22 -18 20 25 -7 -21 -17 -11 29 -3 -20 -4 -8 -12
right_child=1 10 9 8 -6 15 7 11 -10 23 24 -13 13 -15 -16 16 17 -19 26 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016157605761307425 -0.032609888341667087 -0.0075172395588244028 -0.070425187105233489 -0.048050502070310142 -0.0013997158078156893 -0.021809021334992393 0.052438288725906335 0.018768947339748134 -0.017277878690646304 -0.012522906569983542 -0.016270280145207778 -0.0012574928310917985 -0.018348518976978517 0.035806349080866572 0.0085800717140151177 0.035076466761650542 -0.067386352541898065 -0.0088548731601354198 0.016613273237676824 -0.0079400569263320658 0.0033554261266773009 -0.018101727070929389 -0.030799576772524054 -0.039745866272013416 -0.064923305340244639 0.010516181426723855 0.026633962585525119 -0.018605923877450345 0.039062585123136095 -0.0030494051159732569
leaf_weight=19715.126947902143 11515.610158190131 182.30731885135174 2977.5272123515606 8509.4331538379192 9453.7495114803314 929.91641341149807 5485.9066794700921 12704.820613011718 3318.7547552734613 548.82756009697914 5.3095982223749187 3020.9880802333355 913.66043571382761 3630.2498726248741 42181.586863383651 665.75537044554949 695.64497408270836 1847.6407535150647 806.10703015327454 12052.727767720819 8950.6655694544315 5720.8076422214508 38.632709875702858 237.47144675254822 410.06081703305244 1505.3232766538858 1205.922255858779 10.549661323428152 72.300113528966904 15.493137508630751
leaf_count=209058 50754 1160 13598 35061 46013 6791 111415 152906 13608 2989 27 22618 10226 39378 423350 9225 3370 11030 7844 64600 70965 28478 282 1259 1883 9557 11530 45 1398 80
internal_value=0 -0.0228948 -0.0295631 -0.0260684 -0.0185392 0.0129591 0.0150339 0.0246736 -0.0394163 -0.0599306 -0.010635 0.0149218 0.0119459 0.0249172 0.0109936 0.000937114 -0.0126476 -0.0248645 0.00464686 -0.00949563 0.00098706 -0.0112108 0.0314634 -0.0207446 -0.0620989 0.00856811 0.0226192 -0.0702422 0.0522643 -0.00642384
internal_weight=0 56464 36571.9 32797.5 20969.4 102865 87724.6 21284 11828.2 3774.38 19892 15725.8 66440.6 4543.91 61896.7 15140.3 3247.67 2543.29 11892.6 19461.2 9880.58 17773.5 704.388 786.299 430.864 1687.63 2012.03 2988.08 5558.21 20.8027
internal_count=1360498 269112 163327 145436 96767 1091386 970349 288337 48669 17891 105785 175524 682012 49604 632408 121037 23907 14400 97130 103795 77756 93078 9507 4248 1990 10717 19374 13643 112813 107

Tree=23
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0
split_gain=17018.1 1207.96 1914.64 5744.41 1946.54 872.134 1519.9 2109.11 360.646 488.64 277.939 260.606 148.801 368.78 148.115 886.063 398.239 632.022 460.263 111.992 68.2599 50.6066 49.5704 41.587 32.483 65.7201 3.98882 1.45727 0.0330669
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 5594.5000000000009 1871.5000000000002 6.5000000000000009 -135.49999999999997 8.5000000000000018 19.500000000000004 -274.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -71.499999999999986 10.985000000000001 99.490000000000023 -304.49999999999994 5.5000000000000009 -308.49999999999994 6.5000000000000009 63.500000000000007 21.500000000000004 336.50000000000006 -15.499999999999998 3.5000000000000004
left_child=5 10 12 23 -5 14 7 27 9 -8 21 -10 19 -14 15 20 17 -16 -18 -3 -1 -2 -17 -4 25 -12 -26 -7 -9
right_child=1 2 3 4 -6 6 8 28 11 -11 24 -13 13 -15 16 22 18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=-0.0074971523172637214 -0.046250058705789243 0.0144002412787953 -0.11732793372545502 0.030702246148485886 -0.020549751815672194 0.052292176841306159 0.010617247823109429 -0.065081142152381338 -0.0096445353008058343 0.030509296455862228 -0.060370929078514768 0.02184767518875598 -0.019184650009109599 0.00269051318318618 0.026798186132982672 -0.0022872259953641808 -0.029537320730079225 -0.013845767957856409 0.010883007619747836 -0.0056231707352660983 -0.035102454348253785 0.0062436443738775075 0.011761056893290218 -0.087296073449347894 -0.063536078625333545 -0.034233822386485258 -0.07010791367299353 0.048762664634330745 -0.063798335302695242
leaf_weight=274.10081539303064 58.854416877031326 2293.091609954834 119.8724898993969 1935.1497616022825 43429.119444824755 5218.0644999034703 8224.6473176330328 355.57730782032013 2288.9404471665621 4942.4586092233658 977.95008225739002 921.35868283361197 2796.8316802382469 6192.4985215812922 7774.3384387791157 668.07243250310421 714.25530329346657 1090.6770640984178 50439.251095153391 1004.0844564586878 1223.5330544486642 208.79546165466309 10452.143194623291 3005.3013890385628 623.75569716095924 318.94067201018333 366.59362132847309 309.81402016431093 58.50033313035965
leaf_count=2397 299 13673 502 11630 214044 111101 98902 1832 17077 61190 3997 7019 12505 27463 87764 5929 7019 11771 518398 5513 11308 1072 103572 12126 2902 1295 1723 6175 300
internal_value=0 -0.019829 -0.0184132 -0.0228804 -0.0183634 0.0136351 0.0222796 0.0439414 0.0144203 0.018084 -0.0535087 -0.000606243 -0.000782998 -0.00411546 0.0109789 0.00605462 0.0120141 0.0217977 0.0103186 0.00830254 -0.0300501 -0.00529937 0.0109171 -0.088448 -0.0591501 -0.0539431 -0.0659687 0.0520944 -0.0648999
internal_weight=0 63330.8 60775.9 48489.4 45364.3 94955.7 22319.4 5941.96 16377.4 13167.1 2554.89 3210.3 12286.5 8989.33 72636.4 12617.8 60018.5 8865.02 51153.5 3297.18 1497.63 267.65 11120.2 3125.17 2287.24 1296.89 990.349 5527.88 414.078
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 160092 11288 24096 59154 39968 748158 123206 624952 99535 525417 19186 13705 1371 109501 12628 9917 5292 4625 117276 2132

Tree=24
num_cat=0
split_feature=0 1 1 0 1 0 1 1 1 0 0 1 1 1 1 1 0 1 1 0 1 0 1 0 0 0 1 0 0 0
split_gain=15423.8 1705.2 1790.4 1244.11 902.134 858.356 935.996 2212.69 438.268 344.49 322.852 765.779 310.729 298.743 281.994 259.221 587.336 640.517 292.8 212.868 187.149 138.883 59.6864 31.6078 26.6421 19.0681 16.425 11.4314 5.50682 0.244275
threshold=7.5000000000000009 1049.4950000000001 999.50000000000011 336.50000000000006 1.0000000180025095e-35 -11.499999999999998 999.50000000000011 1000.5000000000001 120793.00000000001 -83.499999999999986 -65.499999999999986 10.985000000000001 1000.5000000000001 397.50000000000006 99.490000000000023 997.50000000000011 1.0000000180025095e-35 1000.5000000000001 350.49500000000006 29.500000000000004 347.50000000000006 371.50000000000006 14798.500000000002 44.500000000000007 3634.5000000000005 5.5000000000000009 14798.500000000002 44.500000000000007 -12.499999999999998 236.50000000000003
left_child=5 2 3 4 -2 6 10 28 19 -9 14 -12 27 -5 -1 18 22 -18 20 26 -7 -21 -17 -14 29 -20 -3 -4 -8 -10
right_child=1 8 12 13 -6 15 7 9 24 -11 11 -13 23 -15 -16 16 17 -19 25 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015049277779016424 -0.055229871500788036 0.008967887753352324 -0.068230575175481215 -0.033270604190246626 -0.018775436797169545 0.0012189800578124165 0.052136204057553981 0.010920779420470881 -0.014175141400101898 0.033182487730822829 -0.016035954206836431 0.034787779073204059 0.012534219586510268 -0.070835537630737216 0.0077297167346687514 0.033675609070898518 -0.06501183731048174 -0.0077179364197003724 0.018933682501711971 -0.0075262712389023356 -0.12569845018291398 -0.018408666253979977 -0.030168846417399382 -0.025937099585545454 -0.06270767055218579 0.029979779857077865 -0.022727464991960968 -0.018572408221221061 0.037688211931824825 -0.0018424350568535201
leaf_weight=19257.697053059936 1803.8902251720428 1776.1924727857113 2877.4630845040083 791.25251506268978 28670.539172947407 9805.326689645648 4991.8984409347177 13357.144600600004 5.3989718705415752 1997.7054294496775 940.45454778522253 3497.407649345696 64.915813073515892 1598.481226220727 41547.816197298467 630.07505718246102 661.04263460636139 1861.4970282539725 1442.1986185610294 14692.606029182673 29.132258534431458 3662.7218134850264 38.865496695041656 300.70237646996975 397.04180233180523 535.84834359586239 41.837375774979591 11.636187136173247 66.834645107388496 15.665126726031302
leaf_count=209058 7828 11182 13594 3508 127666 77580 111415 152572 27 22952 10226 39378 392 6434 423350 9225 3370 11030 16083 78172 176 16516 282 1540 1883 3291 241 49 1398 80
internal_value=0 -0.0206144 -0.0271608 -0.0236575 -0.0209333 0.0119893 0.0139217 0.0232657 -0.00913153 0.0138171 0.0109981 0.0240174 -0.0625347 -0.0583976 0.0100479 0.000957378 -0.0116864 -0.0227321 0.00437345 -0.00808138 0.000843017 -0.0096978 0.0299662 -0.0191065 -0.0598005 0.021926 0.0082385 -0.0680306 0.0519453 -0.00500345
internal_weight=0 56710.3 36118.9 32864.2 30474.4 100661 85657 20413.6 20591.5 15354.9 65243.4 4437.86 3254.72 2389.73 60805.5 15004 3191.48 2522.54 11812.5 20173.4 9834.46 18355.3 668.941 365.618 418.106 1978.05 1818.03 2889.1 5058.73 21.0641
internal_count=1360498 269112 161011 145436 135494 1091386 970349 288337 108101 175524 682012 49604 15575 9942 632408 121037 23907 14400 97130 106111 77756 94688 9507 1932 1990 19374 11423 13643 112813 107

Tree=25
num_cat=0
split_feature=0 1 1 0 1 1 1 1 0 1 1 1 1 0 1 0 0 1 1 1 1 1 1 0 0 0 0 0 0 0
split_gain=13998.8 1091.18 2528.77 1775.44 2617.17 844.975 783.729 1484.62 1883.47 403.138 338.691 468.306 236.168 155.338 152.954 146.698 329.183 357.668 104.324 68.0543 144.233 48.6324 28.1069 25.4883 11.178 1.55155 0.218334 0.168496 0.14757 0.0357312
threshold=4.5000000000000009 1000.5000000000001 999.50000000000011 44.500000000000007 350.49500000000006 699.49500000000012 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 120793.00000000001 5594.5000000000009 1982.5000000000002 5992.5000000000009 354.50000000000006 2000.5000000000002 -212.49999999999997 -205.49999999999997 1.0000000180025095e-35 120.49500000000002 179.49500000000003 178.50000000000003 198.48000000000005 22530.000000000004 3634.5000000000005 44.500000000000007 -15.499999999999998 236.50000000000003 8.5000000000000018 336.50000000000006 3.5000000000000004
left_child=6 2 3 4 -2 -5 15 8 25 13 11 -9 -12 14 -3 19 18 -18 -17 20 -1 -21 -15 26 27 -8 -11 -4 -26 -10
right_child=1 9 24 5 -6 -7 7 10 29 23 12 -13 -14 22 -16 16 17 -19 -20 21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.007866452414213616 -0.018463434962428239 -0.011597082775162131 -0.065487243647439256 -0.039688477503720405 0.025212342892775276 -0.0098472239987981037 0.052004047046054991 0.010166111206306677 -0.062710307840873655 -0.013379825201957331 -0.051304268352017027 0.030397317555819883 0.0024402449220350272 -0.015372203583002175 -0.0021100460783247828 0.038015311402242423 0.022592400745001143 0.0083894789342365828 0.020471510204357675 0.019261871615868151 -0.0035763453710814536 0.009107650851979919 -0.031772923954931663 -0.061159637412579376 -0.022927416460036817 0.048219695941383617 -0.0017487821181842304 -0.066717926143698716 -0.011671824842118508 -0.061333632693099473
leaf_weight=12480.819011256099 19778.681608319283 7165.001124151051 309.52820831537247 11039.406471163034 4149.5748239308596 3021.453006669879 4747.0386140234768 8522.3583666458726 333.28747916221619 5.4329969286918667 219.55834127962589 4305.4498133659363 2961.7886406481266 4212.981449007988 10437.638175338507 1212.6468841433525 5259.6174931153655 28192.82752045244 2813.1440539732575 1268.9429452195764 3533.5062712207437 16665.646643735468 278.50151874125004 386.99282076954842 6.1296209543943387 287.23509414866567 15.678491026163099 2741.240289375186 5.5476193428039551 54.896306991577148
leaf_count=124645 96806 38204 1512 45697 21433 12552 111101 104775 1832 27 1764 55317 22332 19001 57022 16131 64326 296630 31760 12657 35047 166962 1164 1883 25 6175 80 13314 24 300
internal_value=0 -0.0178481 -0.0226987 -0.0191753 -0.0108893 -0.0332761 0.0126077 0.0209935 0.0436053 -0.00899898 0.0133347 0.0169564 -0.00126889 -0.00808942 -0.00597166 0.0100915 0.0122481 0.0106226 0.025756 0.0077107 0.00534164 0.0098261 -0.0163892 -0.0582411 -0.0664062 0.0517881 -0.00474201 -0.0665931 -0.0175801 -0.0625156
internal_weight=0 63553.8 41051.6 37989.1 23928.3 14060.9 92858.8 21431.6 5422.46 22502.2 16009.2 12827.8 3181.35 22094.1 17602.6 71427.2 37478.2 33452.4 4025.79 33948.9 16014.3 17934.6 4491.48 408.104 3062.45 5034.27 21.1115 3050.77 11.6772 388.184
internal_count=1360498 308744 191363 176488 118239 58249 1051754 303596 119408 117381 184188 160092 24096 115391 95226 748158 408847 360956 47891 339311 159692 179619 20165 1990 14875 117276 107 14826 49 2132

Tree=26
num_cat=0
split_feature=0 1 1 0 1 0 1 1 1 1 0 0 1 1 1 1 0 1 1 1 0 1 1 1 1 0 1 0 0 0
split_gain=12740 1425.98 1366.25 1089.88 841.69 708.273 831.267 2131.73 577.459 386.263 329.157 304.598 735.378 293.247 251.943 220.302 498.954 574.997 260.496 1754.15 190.873 135.232 75.4293 56.6086 43.9018 24.425 20.314 11.017 5.93678 0.195276
threshold=7.5000000000000009 1100.5000000000002 999.50000000000011 336.50000000000006 1.0000000180025095e-35 -11.499999999999998 999.50000000000011 1000.5000000000001 1000.5000000000001 120793.00000000001 -83.499999999999986 -65.499999999999986 10.985000000000001 399.50000000000006 120.49500000000002 997.50000000000011 1.0000000180025095e-35 1000.5000000000001 149.45000000000002 148.50000000000003 29.500000000000004 6899.5000000000009 507.50000000000006 1000.5000000000001 1089.5000000000002 3634.5000000000005 1871.5000000000002 44.500000000000007 -12.499999999999998 236.50000000000003
left_child=5 2 3 4 -2 6 11 28 27 20 -9 14 -13 -5 -1 18 23 -18 19 -7 26 -22 -20 -17 -10 29 -3 -4 -8 -11
right_child=1 9 8 13 -6 15 7 10 24 25 -12 12 -14 -15 -16 16 17 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013818037908896384 -0.05237095277026535 0.016239435776635874 -0.06525965984747871 -0.063776903496455165 -0.016790114586338025 0.0036420559832367558 0.051859394161886667 0.0099186196803915886 -0.0093102460136622999 -0.012634669281376736 0.032071982137255248 -0.016212546788725864 0.033823491994753721 -0.022438750173940262 0.0069168655782183043 0.050327963533021748 -0.062536691795381391 -0.0070160025670020013 0.0098548972557566047 -0.11531185179864381 -0.0054891269665754729 -0.014657060520936125 0.024709708330626273 0.01844013119513236 -0.034615999244537357 -0.059706441169136398 0.0048718503662014074 -0.016654957004876424 0.036262667407789807 -0.0016599661080884606
leaf_weight=19729.692405208945 1763.6989595890045 617.88677045702934 2719.0855695158243 1813.3930618315935 28856.018194690347 6968.2406380996108 4540.3658151328564 13096.706918291748 564.5100053101778 5.4649044424295452 1922.9212394952774 938.30861841142178 3377.7220861315727 561.96500325202942 40113.665462233126 204.80324576795101 621.28973907232285 1869.7310947477818 3312.6715864166617 324.34483617544174 12159.218585446477 6010.6503406912088 1151.6586200147867 434.35228560864925 246.11047615110874 376.84967358410358 1079.8236990571022 11.708799391984938 61.844262041151524 15.691167697310446
leaf_count=218526 7828 3952 13594 7671 127666 55075 111415 152572 2989 27 22952 10226 39378 2271 413882 4525 3370 11030 29127 1398 63779 29299 11530 4982 1259 1883 6765 49 1398 80
internal_value=0 -0.0186381 -0.0245383 -0.0213706 -0.0188396 0.0110859 0.0128716 0.0218775 -0.0540509 -0.00800088 0.0127549 0.0101173 0.0229456 -0.0539971 0.00919211 0.00103623 -0.0107517 -0.0208635 0.00417466 -0.00164853 -0.00702386 -0.00852191 0.013687 0.0286579 -0.0169933 -0.0567717 0.00900912 -0.0650513 0.0516498 -0.00449488
internal_weight=0 56802.1 36536.5 32995.1 30619.7 98668.3 83781.2 19621.8 3541.41 20265.6 15019.6 64159.4 4316.03 2375.36 59843.4 14887.1 3130.18 2491.02 11756.9 7292.59 19867.6 18169.9 4464.33 639.156 810.62 398.006 1697.71 2730.79 4602.21 21.1561
internal_count=1360498 269112 163327 145436 135494 1091386 970349 288337 17891 105785 175524 682012 49604 9942 632408 121037 23907 14400 97130 56473 103795 93078 40657 9507 4248 1990 10717 13643 112813 107

Tree=27
num_cat=0
split_feature=0 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 0 1 1 1 0 1 1 1 1 0 0 0 0 0
split_gain=11543.5 1294.65 1572.06 1036.95 1572.87 762.896 649.672 782.587 2089.79 358.696 318.962 288.047 285.255 686.573 233.104 200.6 456.629 546.504 237.862 1572.75 171.17 111.183 70.7058 56.1078 28.2744 23.4393 15.817 10.8461 6.11605 0.174757
threshold=7.5000000000000009 1049.4950000000001 999.50000000000011 63.500000000000007 178.50000000000003 198.48000000000005 -11.499999999999998 999.50000000000011 1000.5000000000001 120793.00000000001 5594.5000000000009 1000.5000000000001 -65.499999999999986 10.985000000000001 120.49500000000002 997.50000000000011 1.0000000180025095e-35 1000.5000000000001 149.45000000000002 148.50000000000003 31.500000000000004 1299.5000000000002 507.50000000000006 1000.5000000000001 1043.5000000000002 3634.5000000000005 9.5000000000000018 44.500000000000007 -12.499999999999998 236.50000000000003
left_child=6 2 3 4 -2 -5 7 12 28 20 -10 27 14 -14 -1 18 23 -18 19 -8 26 -22 -20 -17 -13 29 -3 -4 -9 -11
right_child=1 9 11 5 -6 -7 15 8 10 25 -12 24 13 -15 -16 16 17 -19 22 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01327627942361018 -0.026038145027020655 -0.0060542536585371743 -0.063935690670321038 -0.010877352526854428 0.0012728986294487893 -0.039777135044184314 0.0034684575856804784 0.051729358636694749 0.01590873022046442 -0.011935818190768251 -0.0023969696725659202 -0.0015225235264754334 -0.015199960344888575 0.033051918554833096 0.0066076342276532437 0.050101735704944431 -0.061414513209289805 -0.0066438836786901316 0.0094297201679511989 -0.10883206510343316 -0.020585801136988494 -0.0070756068262192821 0.023924146186013191 0.017782335019455236 -0.029215378555001947 -0.058336461006512887 0.0091461150052668284 -0.015775458161874759 0.03563428694609095 -0.0015757281847131996
leaf_weight=19513.68139180541 11648.691637739539 190.62018913030624 2638.6656454503536 3099.3068938553333 9629.8747252076864 8676.3327772319317 6951.5929345786572 4329.5126811899245 11892.236778020859 5.4948416948318508 2974.8750328123569 167.46821755170822 950.4523486122489 3286.0961169078946 39897.071005813777 195.67245471477509 601.5124976336956 1875.5756559148431 3289.539657689631 326.41049644351006 1674.3460143953562 16830.232530415058 1130.5464750155807 428.06204269081354 205.00032517313957 366.67400614917278 1674.8190947026014 11.742601826786993 59.839350074529648 15.703192040324209
leaf_count=218526 50754 1198 13594 13619 46013 35050 55075 111415 152906 27 22618 890 10226 39378 413882 4525 3370 11030 29127 1398 8559 85825 11530 4982 1042 1883 10529 49 1398 80
internal_value=0 -0.0176984 -0.0234226 -0.0202662 -0.0136782 -0.0321708 0.0106413 0.0123639 0.0211957 -0.00774976 0.0122458 -0.0579363 0.00969184 0.0222268 0.00879798 0.000991083 -0.0103157 -0.0199439 0.00398819 -0.0015681 -0.00684279 -0.00829805 0.013137 0.0279213 -0.0167642 -0.0553811 0.00759286 -0.0637223 0.0515099 -0.00426122
internal_weight=0 56835 36077.1 33054.2 21278.6 11775.6 97702.7 82903.8 19256.5 20757.9 14867.1 3022.88 63647.3 4236.55 59410.8 14798.9 3100.82 2477.09 11698.1 7278 20370 18504.6 4420.09 623.734 372.469 387.872 1865.44 2650.41 4389.35 21.198
internal_count=1360498 269112 161011 145436 96767 48669 1091386 970349 288337 108101 175524 15575 682012 49604 632408 121037 23907 14400 97130 56473 106111 94384 40657 9507 1932 1990 11727 13643 112813 107

Tree=28
num_cat=0
split_feature=0 1 1 0 1 0 1 1 1 0 1 1 0 1 1 1 0 1 1 1 1 0 1 1 0 0 0 0 0 0
split_gain=10461.3 1177.56 1505.07 973.629 805.449 595.629 736.457 2046.02 335.86 314.261 285.497 282.554 266.881 640.886 215.896 182.642 417.888 519.681 233.525 308.325 164.469 154.42 114.681 55.5414 27.0557 22.5205 15.6881 10.691 6.29964 0.156481
threshold=7.5000000000000009 1049.4950000000001 999.50000000000011 336.50000000000006 699.49500000000012 -11.499999999999998 999.50000000000011 1000.5000000000001 120793.00000000001 -83.499999999999986 1000.5000000000001 399.50000000000006 -65.499999999999986 10.985000000000001 99.490000000000023 997.50000000000011 1.0000000180025095e-35 1000.5000000000001 10.985000000000001 4.995000000000001 350.49500000000006 28.500000000000004 7196.5000000000009 1000.5000000000001 25.500000000000004 3634.5000000000005 9.5000000000000018 44.500000000000007 -12.499999999999998 236.50000000000003
left_child=5 2 3 4 -2 6 12 28 21 -9 27 -5 14 -14 -1 18 23 -18 19 -7 -20 26 -23 -17 -12 29 -3 -4 -8 -10
right_child=1 8 10 11 -6 15 7 9 25 -11 24 -13 13 -15 -16 16 17 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012906336931956733 -0.019854266419624962 -0.0057300804813522907 -0.062702546090815756 -0.059947059861536957 0.0050298651002089034 -0.0051464333722464782 0.051604367730953921 0.008982695484923078 -0.011279806108881268 0.030998737380154295 0.018610084886795768 -0.019316061948603903 -0.014263025133809414 0.032283284543616973 0.0063798584164743537 0.049877258943684263 -0.06036009033120502 -0.0062926738744542941 0.0030528121910090356 -0.074954522809127289 0.019361418845788091 -0.00514511743157105 -0.013570394448262607 0.017139865065967888 -0.021036924180627761 -0.057039644284294991 0.0094477071581307581 -0.014946569392764373 0.035000222402288186 -0.0014958256598142862
leaf_weight=18426.34190800041 27035.993672534823 191.31566751003265 2558.0788514465094 1790.2456437498331 3696.4810707420111 739.92470067739487 4128.0837706029415 12861.204862490296 5.5229445397853878 1854.6218307465315 49.580306157469749 562.2721361964941 961.93761576712132 3198.3712598830462 40572.306988820434 186.9460828229785 581.91712838411331 1881.0984400436282 8824.9023949503899 201.18131321668625 1874.2564731612802 12790.284421846271 5902.9116354435682 422.05812357366085 325.74254336953163 356.5187936425209 1546.4135216325521 11.773300707340239 57.926160626113415 15.714599817991255
leaf_count=209058 119746 1198 13594 7671 15748 5329 111415 152572 27 22952 303 2271 10226 39378 423350 4525 3370 11030 70965 1462 19374 66585 28478 4982 1629 1883 9850 49 1398 80
internal_value=0 -0.0168141 -0.0222833 -0.0192343 -0.0168612 0.0102116 0.0118725 0.020531 -0.00734405 0.0117574 -0.0565345 -0.0502359 0.00928128 0.0215209 0.0084182 0.000947391 -0.00989685 -0.0190668 0.00380933 -0.0200694 0.00590972 -0.0064803 -0.00780564 0.0271893 -0.0157995 -0.05406 0.00777671 -0.0624838 0.0513746 -0.00404021
internal_weight=0 56838.8 36030.2 33085 30732.5 96773.1 82060.8 18901.8 20808.7 14715.8 2945.18 2352.52 63159 4160.31 58998.6 14712.3 3072.02 2463.02 11640.3 941.106 10699.2 20430.9 18693.2 609.004 375.323 377.756 1737.73 2569.85 4186.01 21.2375
internal_count=1360498 269112 161011 145436 135494 1091386 970349 288337 108101 175524 15575 9942 682012 49604 632408 121037 23907 14400 97130 6791 90339 106111 95063 9507 1932 1990 11048 13643 112813 107

Tree=29
num_cat=0
split_feature=0 1 1 1 1 1 0 1 1 1 1 0 0 1 1 1 0 1 1 1 1 0 0 1 0 1 0 0 0 0
split_gain=9476.31 1071.05 1380.57 3317.64 2359.97 1940.05 546.437 691.513 2001.93 317.005 297.404 249.58 249.445 598.086 199.57 166.194 382.415 494.361 209.101 259.947 151.809 151.564 100.053 55.7836 46.5398 23.9203 21.6595 11.5426 6.48724 0.140187
threshold=7.5000000000000009 1100.5000000000002 148.50000000000003 149.45000000000002 179.49500000000003 1.0000000180025095e-35 -11.499999999999998 999.50000000000011 1000.5000000000001 120793.00000000001 5594.5000000000009 21.500000000000004 -65.499999999999986 10.985000000000001 120.49500000000002 997.50000000000011 1.0000000180025095e-35 1000.5000000000001 10.985000000000001 4.995000000000001 350.49500000000006 354.50000000000006 28.500000000000004 14798.500000000002 63.500000000000007 19495.500000000004 3634.5000000000005 88.500000000000014 -12.499999999999998 236.50000000000003
left_child=6 2 5 27 -5 24 7 12 28 21 -10 -7 14 -14 -1 18 23 -18 19 -8 -20 22 -3 -17 -2 -23 29 -4 -9 -11
right_child=1 9 3 4 -6 11 15 8 10 26 -12 -13 13 -15 -16 16 17 -19 20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012246486533178185 -0.044913210040771256 0.0081601055317121682 -0.079620027961486789 0.033005732201140781 -0.026320638145541309 -0.0074389418393499126 -0.0048749107015796482 0.051484031606601546 0.014881116652962946 -0.010663508024013779 -0.0028821913672044362 0.0086907773152301287 -0.013394560745361495 0.03151772334539036 0.0060226199051175329 0.030472751046902419 -0.059365911331521894 -0.0059610610426217596 0.0029061275711125801 -0.067749716128893453 0.018672537814164402 -0.012770572587378676 -0.0049718348860561491 -0.031986947585291206 -0.060146333215564021 -0.024768678944180722 -0.055807269911759431 0.00016666027025089643 0.034360675208728507 -0.001420033755886553
leaf_weight=19113.570313155651 1153.2056662142277 1619.6414435058832 2759.1537939757109 1830.1478641331196 19940.596081927419 4091.8184250891209 742.02482209354639 3935.701790638268 11621.679217800498 5.5493377745151546 2955.6089969873428 5794.4278787076473 972.80250132083893 3114.4133678972721 39492.550048954785 556.73672584816813 562.57073026895523 1886.3185123279691 8807.2796694412827 211.17145748436451 1846.9418859854341 4067.9972173720598 13887.576232001185 38.200392678380013 887.10849721729755 462.65930391848087 346.42932310700417 4.5404120385646811 56.100818976759911 15.72542183101177
leaf_count=218526 4926 10390 11436 10540 88937 17931 5329 111415 152906 27 22618 24912 10226 39378 413882 9225 3370 11030 70965 1462 19374 18155 73337 282 4625 1913 1883 20 1398 80
internal_value=0 -0.0159674 -0.0211009 -0.0278844 -0.0213334 -0.00714634 0.00979307 0.0113955 0.0198706 -0.00679496 0.0112795 0.00201485 0.00888534 0.0208281 0.00805245 0.000905006 -0.00949417 -0.0182295 0.00363199 -0.0188042 0.00563928 -0.00595075 -0.00360028 0.0264623 -0.0515364 -0.0139958 -0.0528 -0.0794889 0.0512434 -0.00383111
internal_weight=0 56866.6 36461 24534.4 21770.7 11926.6 95913.7 81262.4 18569.1 20405.6 14577.3 9886.25 62693.3 4087.22 58606.1 14651.2 3043.83 2448.89 11607.4 953.196 10654.2 20037.9 15507.2 594.937 2040.31 4530.66 367.704 2763.69 3991.8 21.2748
internal_count=1360498 269112 163327 110933 99477 52394 1091386 970349 288337 105785 175524 42843 682012 49604 632408 121037 23907 14400 97130 6791 90339 103795 83727 9507 9551 20068 1990 11456 112813 107

Tree=30
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 1 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0
split_gain=8606.41 930.222 1618.24 4800.59 1553 590.073 1368.72 1426.44 277.304 456.82 303.167 202.169 137.542 883.535 352.288 481.275 332.264 106.583 238.873 109.086 61.6933 47.9953 47.6835 70.3265 44.3098 17.8627 4.03201 1.90441 0.0455239
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 5796.5000000000009 1871.5000000000002 5992.5000000000009 6.5000000000000009 -274.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -71.499999999999986 10.985000000000001 22.500000000000004 8.5000000000000018 14.995000000000003 -304.49999999999994 -308.49999999999994 63.500000000000007 21.500000000000004 5.5000000000000009 5.5000000000000009 336.50000000000006 -15.499999999999998 3.5000000000000004
left_child=5 11 17 25 -5 12 7 27 9 -8 -10 24 13 20 15 -14 -16 18 -3 -19 -1 -15 23 -13 -2 -4 -24 -7 -9
right_child=1 2 3 4 -6 6 8 28 10 -11 -12 22 14 21 16 -17 -18 19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30
leaf_value=-0.011353887166352099 -0.041622747600820853 0.0090714062650867813 -0.1138808554802717 0.031005865555282532 -0.014698521018202555 0.051379795616398521 0.0068927948075227985 -0.057986730711605296 -0.067541171942083117 0.026971636377590154 0.0013119835604895064 -0.050425493000833266 0.023515323199544177 -0.0049731346109852829 -0.025667740056639205 -0.011728043661553554 0.0080360419906872378 -0.0095272860571912598 -0.0093271504541155275 0.0113082384283678 -0.038217335526869747 0.0091204277609830391 -0.056311442266621048 -0.022745275843383109 0.0068965195049868235 -0.077578126756967791 -0.063417507167881637 0.046737298641877201 -0.056291299509218407
leaf_weight=260.65821050852537 60.63135614991188 3315.9041372984648 34.276018142700195 1941.3294708877802 43639.626373693347 3740.9292686916888 7653.8431951999664 279.48967504501343 169.15127846598625 4497.1893036440015 2914.5093423947692 926.28041318058968 7104.4122189059854 643.12549223005772 742.60447289049625 1121.6060400530696 47826.500943504274 723.5296076387167 3769.8450757563114 4768.1447326093912 1186.9755697250366 9950.9399027824402 546.74609825015068 305.03255942463875 210.15723299980164 2971.364402204752 314.41405408084393 234.76349781453609 46.127624809741974
leaf_count=2397 299 19186 140 11630 214044 111101 98902 1832 1125 61829 22332 3997 87764 5929 7019 11771 518398 3011 16348 20609 11308 103572 2902 1295 1072 12488 1723 6175 300
internal_value=0 -0.0138392 -0.0126499 -0.0167878 -0.0127519 0.0102888 0.0179581 0.0428653 0.0109259 0.0143241 -0.00246489 -0.0446196 0.00811221 0.00325834 0.00914133 0.0187099 0.00752072 0.00333487 -0.000717214 0.00856315 -0.0333804 0.00826486 -0.0498805 -0.0435683 -0.00396727 -0.0779921 -0.0589059 0.0511057 -0.0577466
internal_weight=0 63527.3 61164 48586.6 45581 88372.8 19536 4301.31 15234.7 12151 3083.66 2363.26 68836.8 12041.7 56795.1 8226.02 48569.1 12577.4 7085.75 5491.67 1447.63 10594.1 2092.47 1231.31 270.789 3005.64 861.16 3975.69 325.617
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 160731 23457 11288 748158 123206 624952 99535 525417 59154 35534 23620 13705 109501 9917 5292 1371 12628 4625 117276 2132

Tree=31
num_cat=0
split_feature=0 1 1 1 1 1 0 1 1 1 0 0 1 0 1 1 0 1 0 1 1 1 1 0 1 1 0 0 0 0
split_gain=7810.12 997.971 1099.24 2909.16 1923.69 1654.19 452.232 607.446 1909.7 308.33 301.178 244.204 533.573 205.17 180.682 179.201 144.925 139.868 324.407 413.285 192.902 1336.98 59.6638 50.2547 47.371 31.9639 21.3402 10.918 6.98466 0.124929
threshold=7.5000000000000009 1299.5000000000002 148.50000000000003 149.45000000000002 179.49500000000003 1.0000000180025095e-35 -11.499999999999998 999.50000000000011 1000.5000000000001 120793.00000000001 -83.499999999999986 -65.499999999999986 10.985000000000001 21.500000000000004 99.490000000000023 6899.5000000000009 371.50000000000006 997.50000000000011 -1.0000000180025095e-35 1000.5000000000001 149.45000000000002 148.50000000000003 507.50000000000006 63.500000000000007 6598.5000000000009 17897.000000000004 3634.5000000000005 88.500000000000014 -12.499999999999998 236.50000000000003
left_child=6 2 5 27 -5 23 7 11 28 15 -10 14 -13 -7 -1 16 -3 20 24 -20 21 -8 -22 -2 -19 -17 29 -4 -9 -11
right_child=1 9 3 4 -6 13 17 8 10 26 -12 12 -14 -15 -16 25 -18 18 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.011489639982530671 -0.041548816161042251 0.0013968103408762537 -0.074470125949387941 0.030939111129724708 -0.023329760166895211 -0.0067126482359825372 0.0030721555826884461 0.051255919554022256 0.0076495752306095224 -0.0092903537738804384 0.029663983494937055 -0.011670429598020365 0.030558631700459044 0.0079083141740377075 0.0054446174269686745 -0.00941342483966825 -0.015165645659198829 0.037045317695400336 -0.054113549923678686 -0.0051348273732601396 0.0083786532231431253 -0.10081277499175523 0.021960122738065937 -0.057734518942569604 -0.0038882310166208581 -0.018943014916160638 -0.054326602579545594 0.0040903332909860137 0.03281053749929063 -0.00060664105997230424
leaf_weight=17905.729701668024 1125.9917176216841 10701.665611833334 2663.5423749238253 1766.3675802499056 21619.40357016027 4107.4188392907381 6908.1280441880226 3576.6263154149055 12533.450778611004 5.6080705523490932 1773.4743149578571 994.95482691377401 3013.8693157508969 5770.0504628419876 39919.027811534703 5323.2819110751152 1506.7476305812597 382.17940587550402 550.70503924414515 1976.4960223659873 3229.0858225896955 324.24980437755585 1078.8040265962481 835.36069959402084 86.716718718409538 1054.1945585310459 333.80018663406372 4.4299305677413932 52.069965317845345 15.841628074645994
leaf_count=209058 4926 57617 11436 10540 97511 17931 55075 111415 152572 27 22952 10226 39378 24912 423350 25974 6856 7290 3912 11992 29127 1398 11530 4625 713 4774 1883 20 1398 80
internal_value=0 -0.0144491 -0.0191334 -0.024874 -0.0192307 -0.00650006 0.00901569 0.0104937 0.0185952 -0.00507776 0.0103785 0.00814383 0.0200778 0.00182837 0.00731649 -0.00419579 -0.000647308 0.000904737 -0.00872094 -0.0158078 0.00340377 -0.00158533 0.0117798 -0.0484425 0.0294751 -0.0109887 -0.0512201 -0.0743397 0.0509912 -0.00287702
internal_weight=0 56833.7 37892.6 26053.7 23385.8 11838.8 94305.6 79769.2 17935.6 18941.1 14306.9 61833.6 4008.82 9877.47 57824.8 18585.9 12208.4 14536.4 2996.1 2527.2 11540.3 7232.38 4307.89 1961.35 468.896 6377.48 355.25 2667.97 3628.7 21.4497
internal_count=1360498 269112 171901 119507 108051 52394 1091386 970349 288337 97211 175524 682012 49604 42843 632408 95221 64473 121037 23907 15904 97130 56473 40657 9551 8003 30748 1990 11456 112813 107

Tree=32
num_cat=0
split_feature=0 1 1 0 1 1 0 1 1 0 1 0 1 1 0 1 1 1 0 1 1 0 0 1 0 1 0 0 0 0
split_gain=7080.63 924.839 1745.39 930.099 1267.29 789.968 413.612 568.241 1863.33 283.098 278.488 227.628 497.893 166.656 138.581 131.541 215.078 168.027 299.458 131.986 93.1613 81.5418 74.43 30.0094 20.5321 19.7644 11.6532 7.18261 2.57501 0.11214
threshold=7.5000000000000009 1008.5000000000001 999.50000000000011 63.500000000000007 178.50000000000003 598.50000000000011 -11.499999999999998 999.50000000000011 1000.5000000000001 -83.499999999999986 120793.00000000001 -65.499999999999986 10.985000000000001 120.49500000000002 28.500000000000004 10.985000000000001 4.995000000000001 997.50000000000011 1.0000000180025095e-35 350.49500000000006 1360.5000000000002 6.5000000000000009 -1.4999999999999998 1000.5000000000001 3634.5000000000005 1871.5000000000002 44.500000000000007 -12.499999999999998 21.500000000000004 236.50000000000003
left_child=6 2 3 4 -2 -5 7 11 27 -10 14 13 -13 -1 25 16 21 19 -19 -17 -16 -8 -18 26 29 -3 -4 -9 -25 -12
right_child=1 10 23 5 -6 -7 15 8 9 -11 24 12 -14 -15 20 17 22 18 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.010885292511150552 -0.020695338707124467 0.014841842062181502 -0.060420203457616485 -0.035393716191370155 0.0037948139840861574 -0.0066691233827067924 0.002339966406934936 0.051147469055304921 0.0073132172247091856 0.028894008047285626 -0.0087915718838360666 -0.010983895610881513 0.029800844279050887 0.0051307945719949628 -0.015235182563970467 0.0025659321898915642 -0.032714625710822259 0.024578630700018516 -0.016001356728604966 0.01744493196852348 -0.0047349203231543185 -0.046743279035086106 -0.090588306629520735 0.0017335756418149731 -0.053213551933825091 0.0041354655077221122 -0.010834538820894113 0.03215451460374965 -0.025281509431904048 -0.00057614448972521991
leaf_weight=18599.561880744994 11526.730879634619 730.36704491078854 2394.3285297900438 8250.4579528421164 9751.1759328395128 3371.7143416702747 649.31028753519058 3409.2245907429606 12456.421314328909 1730.7964666113257 5.6293646991252926 1004.0448234379292 2937.934858687222 38888.650015756488 2414.6693605929613 8719.5091484710574 117.74030780792236 560.19568523019552 2412.3688118308783 1797.7664295136929 16874.492462649941 97.295539781451225 105.18775917589664 13.751939475536345 323.99318490922451 1051.8699432313442 11.907701969146727 50.515525907278061 24.599084615707397 15.845986619591711
leaf_count=218526 50754 4633 13594 35061 46013 13608 4932 111415 152572 22952 27 10226 39378 413882 11999 70965 832 9507 14400 19374 84565 397 630 82 1883 6642 49 1398 122 80
internal_value=0 -0.0137459 -0.018714 -0.0156853 -0.00947206 -0.0270604 0.00863955 0.0100613 0.0179693 0.00994601 -0.00554688 0.00778959 0.0194127 0.00699259 -0.00481683 0.000864082 -0.0169248 0.00214259 -0.00835384 0.00510927 -0.00604937 -0.00405642 -0.0600221 -0.0594754 -0.0500753 0.00852298 -0.0601748 0.0508702 -0.0155944 -0.00272967
internal_weight=0 56761.5 35344.7 32900.1 21277.9 11622.2 93536.5 79077.1 17647 14187.2 21416.9 61430.2 3941.98 57488.2 21071.4 14459.4 969.534 13489.8 2972.56 10517.3 19289.2 746.606 222.928 2444.59 345.469 1782.24 2406.24 3459.74 38.351 21.4754
internal_count=1360498 269112 159283 145436 96767 48669 1091386 970349 288337 175524 109829 682012 49604 632408 107839 121037 6791 114246 23907 90339 96564 5329 1462 13847 1990 11275 13643 112813 204 107

Tree=33
num_cat=0
split_feature=0 1 1 1 1 0 1 1 1 0 0 1 0 1 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0
split_gain=6417.75 862.531 1068.92 3499.51 1252.97 378.932 532.219 1043.02 761.456 262.374 211.894 321.536 191.357 118.142 238.486 150.88 274.126 123.835 113.103 90.2975 88.6961 83.0903 73.7075 51.8879 68.605 34.8993 10.4815 4.46517 48.553 2.97508
threshold=7.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 -11.499999999999998 879.50000000000011 1008.5000000000001 999.50000000000011 -83.499999999999986 -212.49999999999997 120.49500000000002 21.500000000000004 5.4900000000000011 4.995000000000001 997.50000000000011 -1.0000000180025095e-35 -4.4999999999999991 -1.4999999999999998 8.5000000000000018 14.995000000000003 179.49500000000003 6.5000000000000009 63.500000000000007 13.500000000000002 22.500000000000004 88.500000000000014 336.50000000000006 207.50000000000003 11.500000000000002
left_child=5 23 12 26 -5 6 10 8 -8 -9 21 -12 19 14 22 17 -17 -15 -16 -3 -14 -1 -7 24 29 -26 -4 28 -25 -2
right_child=1 2 3 4 -6 13 7 9 -10 -11 11 -13 20 15 18 16 -18 -19 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.0017610751343818999 -0.056766657303438078 0.012211238694246158 -0.071680696107041933 0.02988795922456889 -0.013532215192967446 0.0022263389511127238 0.012277809572600225 0.0068542871763942808 0.049573269246753295 0.027977037477979673 0.017916807370409606 0.0065684136344006565 -0.007307762166788908 -0.017021296964613412 -0.032024645678466475 0.028117607131214851 -0.014342994144492692 0.0061669093168593182 -0.11097497250983286 -0.0084116140714112636 0.01116019726769593 0.0069421045592692136 -0.044474481044266413 -0.055312400883870606 -0.038173129124745742 -0.015065989197278704 0.0057080537624924453 -0.060914092010309374 0.056348877304654245 -0.067854441346926253
leaf_weight=15090.63038418442 205.11829017102718 625.23312643170357 2592.6402045786381 1732.4997458159924 40534.242418974638 648.35239062458277 2270.8883826285601 12256.650493294001 3444.4335145689547 1670.5140929818153 9462.3127383366227 18338.205935157835 746.28499892354012 611.26848531514406 100.91373470425606 447.59332693740726 2521.4893087819219 9914.9005616307259 82.408300265669823 3513.7117621600628 5046.4042121618986 15883.77288787812 97.149376481771469 495.64842656254768 587.72609649598598 226.33104513585567 4.3827050626277915 288.58956713974476 9.9303902685642225 85.808178290724754
leaf_count=159692 949 2875 11436 10540 194722 4932 24532 150909 114757 22671 125038 206784 3095 6375 698 8003 15904 84256 472 15056 21817 165966 397 2845 2594 986 20 1723 57 397
internal_value=0 -0.0130763 -0.0119282 -0.0152139 -0.0117524 0.0082734 0.00964339 0.0167688 0.0347545 0.00938789 0.00726211 0.010431 0.00291433 0.00082536 -0.0164231 0.0020125 -0.007942 0.00482034 -0.067515 -0.00529631 0.00878093 0.00441792 -0.00385944 -0.0462031 -0.0391966 -0.0317487 -0.0715501 -0.0559517 -0.0531192 -0.060037
internal_weight=0 56694.6 54795.4 44863.8 42266.7 92841.5 78417.4 19642.5 5715.32 13927.2 58774.9 27800.5 9931.63 14424.1 928.824 13495.3 2969.08 10526.2 183.322 4138.94 5792.69 30974.4 745.502 1899.15 1104.98 814.057 2597.02 794.168 505.579 290.926
internal_count=1360498 269112 259561 216718 205262 1091386 970349 312869 139289 173580 657480 331822 42843 121037 6499 114538 23907 90631 1170 17931 24912 325658 5329 9551 4926 3580 11456 4625 2902 1346

Tree=34
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 1 1 0 0 0 1 0 1 1 0 0 0 0 0 1 0 0 0 0
split_gain=5819.95 745.932 1259.54 3881.96 1135.84 457.324 716.787 895.532 781.442 259.427 448.214 268.039 156.203 137.489 278.823 385.873 97.3813 131.46 95.1569 875.393 192.927 54.7841 52.9437 63.7408 52.3339 39.4329 38.228 16.9009 4.53868
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 879.50000000000011 1008.5000000000001 1.0000000180025095e-35 999.50000000000011 5796.5000000000009 1871.5000000000002 5992.5000000000009 6.5000000000000009 -215.49999999999997 -188.49999999999997 1.0000000180025095e-35 175.50000000000003 14.995000000000003 10.985000000000001 -268.49999999999994 -257.49999999999994 -206.49999999999997 63.500000000000007 21.500000000000004 997.50000000000011 5.5000000000000009 371.50000000000006 7.5000000000000009 336.50000000000006
left_child=5 12 16 27 -5 13 7 8 -7 10 -8 -11 25 18 21 -16 17 -3 19 -1 -20 -15 23 -14 -9 -2 -18 -4 -24
right_child=1 2 3 4 -6 6 9 24 -10 11 -12 -13 22 14 15 -17 26 -19 20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30
leaf_value=-0.029063090331556598 -0.039335171702354774 -0.018336358351451431 -0.082525778087728499 0.028040795675089533 -0.012036688430501326 0.011713870668113174 0.005007916756310524 -0.0036382867859836147 0.04941483812633049 -0.064351800983273102 0.025387839087255837 -0.00022843904179907908 -0.044796745170039502 0.020346545226442369 0.01950495014128692 0.0031252270361778614 0.020880158767701027 0.0038259622044534481 0.0085669809171898641 0.016461453029626247 -0.00044680312364198593 0.012748500877543653 -0.052029865649316831 -0.018018330771767475 -0.055676174991293563 0.0062143026528660023 -0.011570877606975337 -0.069594511863695696 -0.060021322382550979
leaf_weight=1824.8040978163481 61.519023805856705 713.45927719771862 280.61533910036087 1842.0870810449123 43891.919370427728 2288.473405264318 7286.6020994111896 57.616834431886673 3441.3144346121699 172.84708100557327 4284.0316668637097 2851.6434380561113 884.22917586565018 4082.5873361304402 4349.9625079110265 20733.596672028303 1009.490346416831 10766.170264780521 16343.897299610078 2506.3154694586992 9322.3292647525668 5663.5202878117561 490.76570338010788 296.81813783943653 299.27712725102901 208.73428106307983 99.718482434749603 2537.9990576356649 278.49419778585434
leaf_count=17737 299 3057 1172 11630 214044 25047 96915 760 119245 1125 61829 22332 3997 51241 57572 232990 4109 51587 172863 27670 97865 64411 2902 1295 2152 1072 401 11456 1723
internal_value=0 -0.0113119 -0.0102781 -0.0139323 -0.0104224 0.00868275 0.0151566 0.0295706 0.0343571 0.00914542 0.0125536 -0.00389304 -0.0397789 0.00661741 0.00875435 0.00596578 0.00381554 0.00244857 0.00413622 -0.00271912 0.00529305 0.0159313 -0.0447154 -0.0380669 -0.0472752 -0.00415434 0.0179628 -0.0708819 -0.054923
internal_weight=0 63362 61141.5 48552.6 45734 85508.8 20681.8 6086.68 5729.79 14595.1 11570.6 3024.49 2220.56 64827 34829.7 25083.6 12588.8 11479.6 29997.3 4331.12 25666.2 9746.11 1950.31 1181.05 356.894 270.253 1109.21 2818.61 769.26
internal_count=1360498 308744 297456 238302 225674 1051754 329405 147204 144292 182201 158744 23457 11288 722349 406214 290562 59154 54644 316135 45407 270728 115652 9917 5292 2912 1371 4510 12628 4625

Tree=35
num_cat=0
split_feature=0 1 1 0 1 1 1 0 0 1 1 1 1 1 0 0 1 0 0 0 0 1 1 1 1 0 1 0 0 0
split_gain=5297.26 880.124 1698.25 879.291 2162.27 705.793 308.573 372.706 464.715 322.604 267.434 378.611 265.432 193.167 350.904 340.995 339.905 243.842 405.81 260.589 123.459 97.5464 84.7869 37.4301 31.7504 20.5954 18.4312 11.9027 2.26467 0.0997072
threshold=7.5000000000000009 1008.5000000000001 999.50000000000011 44.500000000000007 350.49500000000006 699.49500000000012 420.50000000000006 -1.0000000180025095e-35 -83.499999999999986 5594.5000000000009 976.50000000000011 1000.5000000000001 120793.00000000001 99.490000000000023 -246.49999999999997 -26.499999999999996 1.0000000180025095e-35 -182.49999999999997 -150.49999999999997 -212.49999999999997 28.500000000000004 7899.5000000000009 7588.2500000000009 507.50000000000006 1000.5000000000001 3634.5000000000005 1089.5000000000002 44.500000000000007 21.500000000000004 236.50000000000003
left_child=6 2 3 4 -2 -5 13 8 9 -8 23 -12 20 14 16 -16 -1 19 -19 -15 26 -10 -22 -9 27 29 -3 -4 -26 -14
right_child=1 12 24 5 -6 -7 7 10 21 -11 11 -13 25 17 15 -17 -18 18 -20 -21 22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.01342758150505996 -0.014885965313679604 0.029940543007973115 -0.058987296435733277 -0.0294400668044301 0.028637617305645954 -0.002303037774297619 0.012383923992413571 -7.9255129709284803e-05 0.031636755624386302 -0.0062106159261430781 -0.050578517476284314 -0.0030417694781482091 -0.0069655421058052282 0.0021111508891897349 0.017747254355451002 0.0028724320266755657 0.0081118446304163806 -0.022691000030653819 0.0013556437909881223 0.01470217483364445 -0.0022632540733004808 0.0018031956165424576 -0.0094769410370314864 0.020787547821841029 0.0028939245603682223 -0.05163521226275955 0.0080454123931576749 -0.0089725350044388488 -0.022235325880379332 0.00073021722585463569
leaf_weight=3008.1461043804884 15317.526808768511 101.88100984692574 2282.0617103427649 10738.277971461415 3507.0049149692059 3084.2111579328775 26170.239945612848 282.11247057467699 3513.1323873251677 2560.8413057476282 529.31156556680799 2007.4009069278836 5.7070377171039608 13032.892910726368 11053.165293335915 5914.5406006202102 4682.9377973377705 2155.6927345991135 9427.3283160552382 6001.7630887776613 13766.174495577812 297.17080852389336 5785.1991517990828 902.11625015735626 13.939957380294798 309.7242309898138 1698.7532884776592 11.957993626594542 25.126022696495056 16.032750844955444
leaf_count=30599 71393 601 13594 45697 15794 12552 373406 3011 67885 19585 4104 11992 27 136456 144410 49830 51197 23686 94731 68184 69495 2546 27069 9764 82 1883 10674 49 122 80
internal_value=0 -0.0118479 -0.0167541 -0.013809 -0.00677753 -0.023385 0.00760426 0.0111884 0.0129025 0.0107266 -0.00380211 -0.0129608 -0.0039332 0.00525298 0.00854655 0.0125622 -0.000312682 0.00260041 -0.00311963 0.00608119 -0.00324395 0.02931 -0.00439776 0.0158166 -0.0579654 -0.0483332 0.00928425 -0.0587266 -0.0132684 -0.00129004
internal_weight=0 56663.6 34980.1 32647 18824.5 13822.5 91538.8 36262.3 32541.4 28731.1 3720.94 2536.71 21683.5 55276.5 24658.8 16967.7 7691.08 30617.7 11583 19034.7 21352 3810.3 19551.4 1184.23 2333.09 331.464 1800.63 2294.02 39.066 21.7398
internal_count=1360498 269112 159283 145436 87187 58249 1091386 492293 463422 392991 28871 16096 109829 599093 276036 194240 81796 323057 118417 204640 107839 70431 96564 12775 13847 1990 11275 13643 204 107

Tree=36
num_cat=0
split_feature=0 1 1 0 1 1 0 1 1 1 1 0 1 1 1 0 1 0 0 1 1 1 0 1 1 0 1 0 0 0
split_gain=4800.46 800.305 1624.39 824.478 682.736 293.009 576.679 600.112 1196.95 274.709 248.066 231.415 121.323 335.388 265.798 111.815 108.559 322.209 316.762 305.395 198.438 728.694 338.239 86.0258 31.5965 19.7935 16.9542 11.6839 2.01603 0.0897102
threshold=7.5000000000000009 1008.5000000000001 999.50000000000011 336.50000000000006 699.49500000000012 749.50000000000011 -1.0000000180025095e-35 1008.5000000000001 999.50000000000011 397.50000000000006 120793.00000000001 -83.499999999999986 1000.5000000000001 997.50000000000011 1999.9950000000001 31.500000000000004 99.490000000000023 -246.49999999999997 -26.499999999999996 1.0000000180025095e-35 149.45000000000002 148.50000000000003 -68.499999999999986 1299.5000000000002 1000.5000000000001 3634.5000000000005 1098.2500000000002 44.500000000000007 21.500000000000004 236.50000000000003
left_child=5 2 3 4 -2 16 7 8 -7 -5 15 -9 13 -8 -14 26 17 19 -19 -1 21 -18 -22 -17 27 29 -3 -4 -26 -12
right_child=1 10 24 9 -6 6 12 11 -10 -11 25 -13 14 -15 -16 23 20 18 -20 -21 22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.012620723868523198 -0.013783694790474503 0.025427331052382252 -0.058049991978756349 -0.016580061597934612 0.0090047893761359497 0.0098723058548610323 0.015800714815707242 0.0057737105155889956 0.049153613220887446 -0.054342512436728455 -0.0065988349279875709 0.024667279628100336 0.024238117263521625 -0.051151965102662893 -0.015073898788522814 -0.013841402919001961 0.00032237421498509608 0.017116914443753555 0.002734258255157526 0.0077575390360446073 0.0032584249490301819 -0.069363665724950771 0.016764741430398664 -0.0030660216845190247 0.0027538525367364853 -0.050619561227069648 0.0071324959641619022 -0.0085156697116838872 -0.020930669636555741 0.00069393772847681895
leaf_weight=3039.6018404439092 26643.261421844363 136.31047551333904 2204.9234779775143 702.91273486614227 3749.2192981243134 4891.0435175299644 300.01514004915953 12006.621467284858 3213.4032183177769 1529.6889593601227 5.7225670516490963 1873.6146325282753 623.18052818626165 496.75228225439787 1386.8523320108652 2073.2000164836645 4659.1014813184738 10891.395168997347 5903.0587333142757 4652.7667519599199 31136.64754306525 407.9909250959754 5446.2286364734173 17381.249633058906 13.917136043310164 300.38011671602726 1784.51094648242 11.969262719154356 25.351571574807167 16.027563989162445
leaf_count=30599 119746 794 13594 3508 15748 54272 3343 150909 118728 6434 27 26668 5161 3912 6831 10026 47392 144410 49830 51197 337750 2385 57999 85825 82 1883 11194 49 122 80
internal_value=0 -0.0112742 -0.0159643 -0.0131268 -0.0109725 0.00727572 0.0119116 0.0146364 0.0254473 -0.0424534 -0.00373432 0.00832405 -0.00943065 -0.0259416 -0.0028858 -0.00307801 0.00553796 0.00817989 0.0120616 -0.000294832 0.00398472 -0.00528859 0.00526916 -0.00421432 -0.056995 -0.0472844 0.00843078 -0.0577826 -0.0125367 -0.00122483
internal_weight=0 56578.6 34881.2 32625.1 30392.5 90928.3 24791.5 21984.7 8104.45 2232.6 21697.4 13880.2 2806.8 796.767 2010.03 21375.3 66136.8 24486.8 16794.5 7692.37 41650 5067.09 36582.9 19454.4 2256.16 322.13 1920.82 2216.89 39.2687 21.7501
internal_count=1360498 269112 159283 145436 135494 1091386 369824 350577 173000 9942 109829 177577 19247 7255 11992 107839 721562 276036 194240 81796 445526 49777 395749 95851 13847 1990 11988 13643 204 107

Tree=37
num_cat=0
split_feature=0 1 1 1 1 1 0 1 1 1 0 1 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0
split_gain=4349.16 747.553 937.191 3058.69 1056.88 272.554 468.941 466.874 1295.35 229.147 178.778 133.505 333.894 104.879 295.667 293.952 274.5 186.384 341.821 242.708 103.681 68.9466 55.1584 66.7463 30.7773 26.0275 10.4175 4.77349 47.7419 2.9899
threshold=7.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 699.49500000000012 -1.0000000180025095e-35 1008.5000000000001 999.50000000000011 14293.000000000002 19.500000000000004 976.50000000000011 1000.5000000000001 99.490000000000023 -246.49999999999997 -26.499999999999996 1.0000000180025095e-35 -182.49999999999997 -150.49999999999997 -212.49999999999997 18.500000000000004 14.995000000000003 63.500000000000007 13.500000000000002 22.500000000000004 5.5000000000000009 51.500000000000007 336.50000000000006 207.50000000000003 11.500000000000002
left_child=5 22 10 26 -5 13 7 8 -7 -9 20 25 -13 14 16 -16 -1 19 -19 -15 -3 -12 23 29 -25 -8 -4 28 -24 -2
right_child=1 2 3 4 -6 6 11 9 -10 -11 21 12 -14 17 15 -17 -18 18 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.011870362598770692 -0.05308237872837536 -0.0030652416875849133 -0.067283426370815691 0.028954214382615515 -0.011245751175841761 0.0089002428211654144 0.010382898653056513 0.0091302067605647432 0.048970472051654161 -0.027674310780842783 -0.0047226263427871049 -0.048397577606272037 -0.0027419727804004084 0.0030597813432910819 0.016500867853386201 0.0026024859830616081 0.0074166472310438812 -0.016358223576982911 0.0029357265239421722 0.013654808914062427 -0.047000463048211698 0.011103941291327366 -0.052454885991676317 -0.034050140173189358 -0.012088860713773068 0.037722208293902146 -0.012497557947184334 -0.05856173988610644 0.059550522183015042 -0.064506846519656491
leaf_weight=3069.3664633259177 194.81560434401035 3444.2263549268246 2441.2958000600338 1703.60252353549 40598.563388764858 5887.5660071671009 257.28925657272339 13349.231286820024 3067.8291145805269 436.75070314854383 784.10765609145164 500.3128764629364 2006.5285962596536 18137.806614689529 10737.123967520893 5892.1394543945789 4624.0435227453709 2858.3779490217566 11659.549834288657 7699.987123824656 139.72850771248341 5622.7708714455366 454.46873910725117 567.01554660499096 221.99477988481522 131.57480499148369 8.707868427038191 261.01370616257191 9.7173998057842237 81.114891558885574
leaf_count=30599 949 14789 11413 10540 194722 65708 3409 174154 118728 3423 3231 4104 11992 191587 144410 49830 51197 31084 121528 88709 591 24232 2845 2594 986 924 43 1723 57 397
internal_value=0 -0.0107212 -0.00968152 -0.0127726 -0.00962681 0.00696253 0.0113253 0.0137383 0.022627 0.00796421 0.00416454 -0.00762546 -0.0118539 0.00523324 0.00782671 0.0115763 -0.000278107 0.00367013 -0.000862984 0.00621723 -0.00477815 0.009167 -0.0425163 -0.0352737 -0.0278711 0.0196333 -0.0670887 -0.053152 -0.0501101 -0.0564408
internal_weight=0 56533.1 54743 44752.2 42302.2 90315.5 25637.1 22741.4 8955.4 13786 9990.83 2895.71 2506.84 64678.4 24322.7 16629.3 7693.41 40355.7 14517.9 25837.8 3583.95 6406.88 1790.14 1064.94 789.01 388.864 2450 725.2 464.186 275.93
internal_count=1360498 269112 259561 216718 205262 1091386 382442 362013 184436 177577 42843 20429 16096 708944 276036 194240 81796 432908 152612 280296 15380 27463 9551 4926 3580 4333 11456 4625 2902 1346

Tree=38
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 1 0 0 0 1 1 0 1 0 1 0 0 0 0 1 0 0 0 0
split_gain=3947.7 649.255 1073.37 3403.62 954.965 360.457 643.852 705.512 808.542 212.996 436.091 187.411 127.958 105.952 592.55 281.126 445.834 275.749 98.9274 106.936 54.7763 59.2799 50.4949 44.6727 43.4166 35.1384 34.6382 14.2923 4.86034
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 879.50000000000011 1000.5000000000001 1.0000000180025095e-35 999.50000000000011 5594.5000000000009 1982.5000000000002 -135.49999999999997 6.5000000000000009 -274.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -71.499999999999986 10.985000000000001 175.50000000000003 14.995000000000003 63.500000000000007 13.500000000000002 -304.49999999999994 -308.49999999999994 997.50000000000011 5.5000000000000009 371.50000000000006 7.5000000000000009 336.50000000000006
left_child=5 12 18 27 -5 13 7 8 -7 10 -8 -11 25 14 22 16 -15 -17 19 -3 21 -14 -1 -16 -9 -2 -20 -4 -22
right_child=1 2 3 4 -6 6 9 24 -10 11 -12 -13 20 15 23 17 -18 -19 26 -21 28 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0082485958288710561 -0.037284840052209965 -0.01536583248771268 -0.077580487600547698 0.027071061607008853 -0.0099934891487069178 0.0098931481517769201 0.0040544651257367172 -0.0049219791172563712 0.05026495717784274 -0.011517735840011352 0.025115810655979037 0.016343505927946939 -0.051283324416783377 0.020250424007733313 -0.0075315817933658286 -0.025304111800040829 -0.014395357586204381 0.0054225738547947324 0.021666004991944373 0.0045152426028956224 -0.049124100004379431 -0.026748362489002111 -0.032022542895385135 0.0064921247190166138 -0.053325992546944291 0.0055332004790638323 -0.0091810258156662487 -0.065487265286455459 -0.057802184010403407
leaf_weight=271.39370249211788 62.317453309893608 721.57013788819313 272.18988737463951 1809.4663019254804 43902.730548582971 2209.2266064733267 7589.0195865705609 56.464808538556099 2827.3793855998665 2236.765650048852 3635.0451172441244 826.64308991655707 359.47360526025295 6517.5222901329398 605.41677207499743 742.52893245965242 1082.8402595594525 43857.373080059886 1011.3871872276068 10796.749871611595 450.21993532776833 781.2518440335989 1261.6625056639314 9158.9944672808051 258.02485924959183 207.31490731239319 100.00416198372841 2386.0499791800976 251.46369312703609
leaf_count=2397 299 3057 1172 11630 214044 25047 104775 760 117276 17077 55317 7019 1712 87764 5746 7019 11771 496955 4109 51587 2902 3580 11308 99389 2134 1072 401 11456 1723
internal_value=0 -0.00927924 -0.0083356 -0.0117247 -0.00852633 0.00730653 0.0132266 0.0280199 0.0325565 0.00768605 0.0108754 -0.00399954 -0.0365336 0.00547558 0.00108532 0.00642574 0.0153144 0.00491102 0.00464437 0.00326978 -0.0412417 -0.03448 -0.0278139 0.00562262 -0.0446353 -0.00436291 0.0188904 -0.0667255 -0.0522341
internal_weight=0 63112.2 61000.1 48370.4 45712.2 83136.3 19638.6 5351.1 5036.61 14287.5 11224.1 3063.41 2112.04 63497.7 11297.5 52200.3 7600.36 44599.9 12629.7 11518.3 1842.41 1140.73 1533.06 9764.41 314.49 269.632 1111.39 2658.24 701.684
internal_count=1360498 308744 297456 238302 225674 1051754 329405 145217 142323 184188 160092 24096 11288 722349 118840 603509 99535 503974 59154 54644 9917 5292 13705 105135 2894 1371 4510 12628 4625

Tree=39
num_cat=0
split_feature=0 1 1 0 1 1 1 0 0 1 1 1 1 1 0 0 0 0 0 1 0 1 1 1 1 1 0 0 0 0
split_gain=3590.43 756.492 1572.65 804.689 1936.51 641.303 243.784 255.512 403.017 256.985 235.157 199.536 305.313 153.589 341.789 294.128 256.043 340.047 196.677 161.149 107.609 93.288 78.1201 34.5023 32.9156 20.4613 19.6946 11.8572 1.78449 0.0800711
threshold=7.5000000000000009 1008.5000000000001 999.50000000000011 44.500000000000007 350.49500000000006 198.48000000000005 420.50000000000006 -1.0000000180025095e-35 -83.499999999999986 5394.5000000000009 120793.00000000001 976.50000000000011 1000.5000000000001 100.50000000000001 -242.49999999999997 -26.499999999999996 -182.49999999999997 -150.49999999999997 -212.49999999999997 1.0000000180025095e-35 354.50000000000006 7899.5000000000009 1407.5000000000002 507.50000000000006 1000.5000000000001 22530.000000000004 3634.5000000000005 44.500000000000007 21.500000000000004 236.50000000000003
left_child=6 2 3 4 -2 -5 13 8 9 -8 20 23 -13 14 19 -16 18 -18 -15 -1 22 -10 -3 -9 27 -22 29 -4 -26 -12
right_child=1 10 24 5 -6 -7 7 11 21 -11 26 12 -14 16 15 -17 17 -19 -20 -21 25 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0096968814682649052 -0.01257225389914602 -0.0070539294262142935 -0.05684208744666789 -0.0013196018893793869 0.028649811268800247 -0.026804740592722226 0.010626871444268613 -0.00101007325326453 0.029482349671943936 -0.0059204220307472345 -0.0051443485512597947 -0.046897803260828326 -0.0023439015949519408 0.0020061564035558951 0.016406142056652119 0.0024448038130917777 -0.02193708296804911 0.00015192134000425312 0.013174143210485857 0.0045502257743726734 -0.0077024566005609993 -0.00019621058729372122 0.0016517184395190632 0.019219928030455895 0.0036447953985748096 -0.021482573225053217 -0.049225014304217066 -0.0070057635479948595 -0.018499036747253349 0.0017103676934421875
leaf_weight=3271.3579118475318 15185.00497418642 3171.5264117717743 2101.6026699393988 3230.6713836044073 3507.046139895916 10462.999387130141 25180.14890448004 278.01139537245035 3229.2871603872627 2587.4583729431033 5.7838640213012722 475.47558188438416 2009.9933953508735 12540.211800023913 10502.588199269027 5886.9928032830358 2152.4589579701424 9143.8141955882311 5749.812382414937 5046.7457126155496 4392.2305093854666 288.425537340343 13744.768021777272 871.33349312841892 14.062867820262907 286.98193098604679 287.43801142275333 12.003410413861273 25.770427063107491 16.172816947102547
leaf_count=32583 71393 16059 13594 15106 15794 43143 373115 3011 67885 19876 27 4104 11992 132659 144642 49970 23004 92705 67190 56340 18987 2546 71629 9764 82 1164 1883 49 122 80
internal_value=0 -0.00972539 -0.0143351 -0.011584 -0.00483807 -0.0207922 0.00638792 0.00964698 0.0111048 0.00908495 -0.00245683 -0.00290079 -0.0108672 0.00429179 0.00720186 0.0113914 0.00186157 -0.00405705 0.00551702 -0.0010529 -0.00183674 0.0270489 1.95529e-05 0.0143266 -0.0557104 -0.00854761 -0.0457384 -0.0565591 -0.0106813 -9.53126e-05
internal_weight=0 56444.1 34539.2 32385.7 18692.1 13693.7 89214.1 34920.1 31285.3 27767.6 21904.9 3634.81 2485.47 54294 24707.7 16389.6 29586.3 11296.3 18290 8318.1 21595.5 3517.71 16916.3 1149.34 2153.44 4679.21 309.395 2113.61 39.8333 21.9567
internal_count=1360498 269112 159283 145436 87187 58249 1091386 492293 463422 392991 109829 28871 16096 599093 283535 194612 315558 115709 199849 88923 107839 70431 87688 12775 13847 20151 1990 13643 204 107

Tree=40
num_cat=0
split_feature=0 1 1 1 1 0 1 0 1 1 1 0 1 1 1 1 1 0 0 1 1 0 0 1 0 0 0 0 0 0
split_gain=3252.99 686.949 1501.79 756.437 1359.12 930.739 226.754 409.17 504.919 1187.41 219.427 202.443 101.615 152.655 101.039 110.755 85.915 237.546 238.167 215.746 177.387 188.754 169.129 32.6342 30.392 19.6073 18.9042 11.6352 1.59432 0.0807918
threshold=7.5000000000000009 1008.5000000000001 999.50000000000011 549.50000000000011 148.50000000000003 44.500000000000007 749.50000000000011 -1.0000000180025095e-35 1000.5000000000001 999.50000000000011 120793.00000000001 -83.499999999999986 6899.5000000000009 3000.5000000000005 2000.5000000000002 1999.9950000000001 99.490000000000023 -246.49999999999997 -26.499999999999996 1.0000000180025095e-35 179.49500000000003 -286.49999999999994 -71.499999999999986 1000.5000000000001 190.50000000000003 5.5000000000000009 3634.5000000000005 44.500000000000007 21.500000000000004 662.50000000000011
left_child=6 2 3 4 -2 -5 16 8 9 -8 12 -10 13 -3 15 -9 17 19 -19 -1 21 -18 -22 27 -14 -16 29 -4 -25 -12
right_child=1 10 23 5 -6 -7 7 14 11 -11 26 -13 24 -15 25 -17 20 18 -20 -21 22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.010394066793094301 -0.0022276831050084714 -0.003536898464713464 -0.056009013544923464 0.035804015431135587 -0.025247468252269437 -0.0071233089629384964 0.008244174097197866 -0.0018550795073289305 0.0045867654685552125 0.050103114163929645 0.0018853752502633768 0.022661412879117448 -0.013264090171445123 0.0067700713863161378 0.0084959969884319461 -0.023388875331516533 -0.046354734699411697 0.014947261020976661 0.0023387438878944497 0.0066562095243394015 0.0036312216264893209 -0.00098868549170864385 0.013962816694523856 0.0034698314583141449 -0.0051075771864607152 0.0336670549649161 -0.048279079127100444 -0.0066513168170376589 -0.017449083867749085 -0.0047463931234472271
leaf_weight=3127.6009993553162 11706.353294476867 9131.5665184855461 2028.0864189565182 1718.902528360486 14177.764254942536 4757.6666062772274 4743.5730974152684 1350.2292566299438 11832.65266302228 2635.4824585672468 15.41441982984543 1782.5687792822719 1473.5558492839336 5922.3613828867674 198.68388737738132 1070.5583851784468 233.75209772586823 10361.80464078486 5865.4989088848233 4560.9032484740019 24079.209372781217 11996.585069343448 4741.1236893758178 14.03414350748062 5076.7287860661745 126.70530219376087 278.64084902405739 12.010725393891333 25.950259745121002 6.5414132922887793
leaf_count=30599 52394 46905 13594 7853 65838 19351 54272 12416 152572 116761 76 26972 7615 30186 1703 4537 2422 144410 49830 51197 265425 126195 51484 82 23133 591 1883 49 122 31
internal_value=0 -0.00925689 -0.0136598 -0.0110127 -0.0148365 0.00426974 0.00610572 0.0102876 0.0126616 0.0231944 -0.00233429 0.00695318 -0.001744 0.000517964 -0.00786189 -0.0113781 0.00457757 0.00695976 0.0103898 -0.00027966 0.00318972 -0.00185574 0.00533083 -0.0548417 -0.00694247 0.0182975 -0.0447593 -0.0557184 -0.0101067 -9.04613e-05
internal_weight=0 56345.6 34440.8 32360.7 25884.1 6476.57 88706.9 23740.5 20994.3 7379.06 21904.8 13615.2 21604.2 15053.9 2746.18 2420.79 64966.5 23915.8 16227.3 7688.5 41050.7 12230.3 28820.3 2080.08 6550.28 325.389 300.597 2040.1 39.9844 21.9558
internal_count=1360498 269112 159283 145436 118232 27204 1091386 369824 350577 171033 109829 179544 107839 77091 19247 16953 721562 276036 194240 81796 445526 128617 316909 13847 30748 2294 1990 13643 204 107

Tree=41
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 0 0 0 0 1 1 0 1 0 1 0 0 0 0 1 0 0 0 0
split_gain=2947.49 627.913 909.567 3165.14 901.973 301.283 1104.51 912.265 196.407 166.228 116.947 97.2048 123.739 78.0458 463.955 172.606 368.612 258.214 81.6488 71.715 58.2091 58.7153 39.9094 31.2963 23.8931 14.511 4.98033 2.73876 0.066168
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 14293.000000000002 1871.5000000000002 6.5000000000000009 22.500000000000004 8.5000000000000018 -282.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -71.499999999999986 10.985000000000001 -304.49999999999994 14.995000000000003 63.500000000000007 21.500000000000004 -308.49999999999994 5.5000000000000009 17897.000000000004 19.500000000000004 336.50000000000006 -15.499999999999998 3.5000000000000004
left_child=5 10 11 25 -5 13 7 27 9 -8 23 12 -3 14 18 16 -15 -17 -1 -13 21 -12 -16 -2 -10 -4 -22 -7 -9
right_child=1 2 3 4 -6 6 8 28 24 -11 20 19 -14 15 22 17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0066761376171319891 -0.035187455057572696 0.0081442364209492486 -0.067742202061191595 0.027328549822208177 -0.0086184401412949113 0.050441292638120118 0.0024457838688119425 -0.052496951179872658 -0.017614334801246741 0.013535417897828743 -0.039432813829904698 -0.0047099352884186858 -0.0050832930208926591 0.016677704898642173 -0.0071295714485544561 -0.024570346652132532 -0.014802576900934769 0.0048616370071377941 -0.03811265932219305 0.01206543050085767 -0.048087408880607634 -0.013220433933934636 0.0061081443006196483 0.0050434333455834446 -0.042013164359435959 -0.060131869121768593 -0.057038334618003443 0.043722053878245508 -0.050113954128760886
leaf_weight=277.10886148363352 63.134996682405472 3270.0057872086763 1441.5895619094372 1817.47987370193 43789.59654288739 2371.8561533745378 7055.6067406535149 205.14503544569016 315.2179988399148 6485.1138700023293 833.39633992314339 734.92131623625755 3849.2390936464071 6808.2623952440917 624.111308157444 756.96176923811436 1076.9905498623848 48021.397248025984 811.15880750119686 4786.3603259772062 435.66808922588825 287.28116978704929 6490.569159604609 206.29539585113525 147.19489444792271 1107.6386497914791 241.57426054775715 162.01271543651819 33.950990438461304
leaf_count=2397 299 19186 7068 11630 214044 111101 98902 1832 2422 81739 3997 3011 16348 92202 5929 7136 11771 550389 6870 20609 2902 1295 71464 1072 1125 5560 1723 6175 300
internal_value=0 -0.00800469 -0.00708321 -0.0102165 -0.00718592 0.00639921 0.0123718 0.0412021 0.0066627 0.00775699 -0.0351036 0.00485367 0.000992365 0.00485455 0.000296266 0.00551443 0.012378 0.0044049 -0.0301079 0.00983251 -0.0397072 -0.0327134 0.00494691 -0.00438378 -0.025381 -0.0644355 -0.0512802 0.0500117 -0.0521586
internal_weight=0 62864.2 60796.8 48156.3 45607.1 81642.7 16776.1 2772.96 14003.1 13540.7 2067.35 12640.5 7119.24 64866.6 8202.95 56663.6 7885.25 48778.4 1088.27 5521.28 1797.92 1120.68 7114.68 269.43 462.413 2549.23 677.242 2533.87 239.096
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 180641 11288 59154 35534 748158 86660 661498 103973 557525 9267 23620 9917 5292 77393 1371 3547 12628 4625 117276 2132

Tree=42
num_cat=0
split_feature=0 1 1 0 1 1 1 1 1 0 0 1 0 1 1 0 0 0 0 0 1 1 0 1 1 1 0 0 0 0
split_gain=2678.54 632.218 1442.01 727.817 653.693 297.681 205.902 200.126 213.898 248.273 380.486 186.423 187.329 173.889 129.514 286.616 245.652 235.574 301.111 181.551 125.269 114.843 99.5291 75.2617 32.9501 24.3394 18.4066 11.5777 1.42175 0.0749594
threshold=7.5000000000000009 1008.5000000000001 999.50000000000011 336.50000000000006 258.50000000000006 399.50000000000006 120793.00000000001 420.50000000000006 5594.5000000000009 -1.0000000180025095e-35 -65.499999999999986 5992.5000000000009 -133.49999999999997 997.50000000000011 100.50000000000001 -242.49999999999997 -26.499999999999996 -182.49999999999997 -150.49999999999997 -212.49999999999997 1.0000000180025095e-35 14293.000000000002 44.500000000000007 1299.5000000000002 1000.5000000000001 1871.5000000000002 3634.5000000000005 44.500000000000007 21.500000000000004 236.50000000000003
left_child=7 2 3 4 -2 -5 22 14 9 10 -9 12 -10 -11 15 20 -17 19 -19 -16 -1 -13 25 -24 27 -3 29 -4 -26 -8
right_child=1 6 24 5 -6 -7 26 8 11 13 -12 21 -14 -15 17 16 -18 18 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0086945158099540239 -0.014318936447596565 0.014869498687484932 -0.055091320690965465 -0.049055141196636433 0.00063204667046634047 -0.0064436642151717051 -0.0045289778181022118 0.0097305988163257362 -0.076283805794723658 0.013233263942129909 0.031792732734301159 0.0039501039844295066 0.025261289965423556 -0.010507987048164818 0.0016039139532506197 0.01498810838332082 0.0021333392551132059 -0.020927879433903406 -0.00022590031158206431 0.012403339268857335 0.0038481946846165987 -0.02293916317667935 -0.011394553550974452 -0.0013122765171556345 0.0037168876324678922 0.0044045775843165229 -0.047191749215835944 -0.0058800075556900743 -0.015985968479221572 0.0020896650702133604
leaf_weight=3313.6772265583277 17514.173085749149 923.07535216212273 1945.3441420793533 1603.5970218777657 12549.505694553256 550.58553743362427 5.8096309304237392 25371.084686785936 161.84969483315945 1148.2362665832043 2117.3600857648998 2388.1615330427885 63.134756337851286 2349.2710421793163 12458.211519032717 10165.067782733589 5858.3637847676873 2178.2409580349922 9071.5582498237491 5659.6458469182253 4985.9385776594281 476.27993350476027 2072.6473641097546 17305.26504316926 14.074717760086058 1395.7659336775541 268.56770876049995 12.02570667862892 26.199372589588165 16.225121438503265
leaf_count=32583 82142 5557 13594 7671 53352 2271 27 388331 1128 12967 51447 18968 644 15233 132659 144642 49970 23004 92705 67190 56340 3575 9805 84187 82 8290 1883 49 122 80
internal_value=0 -0.00839447 -0.0126455 -0.0100896 -0.00807794 -0.0381641 -0.00177917 0.00558566 0.00858267 0.00983353 0.01143 -0.00396307 -0.0477884 -0.0027137 0.00368358 0.00638197 0.0102882 0.00144871 -0.00423432 0.00497743 -0.00115957 -0.000520861 -0.0012192 -0.00239067 -0.0538679 0.00857041 -0.0435873 -0.054789 -0.00910035 0.000344609
internal_weight=0 56202.9 34215.5 32217.9 30063.7 2154.18 21987.4 87766.1 34075.4 30986 27488.4 3089.43 224.984 3497.51 53690.7 24323 16023.4 29367.7 11249.8 18117.9 8299.62 2864.44 21696.8 19377.9 1997.64 2318.84 290.602 1957.37 40.2741 22.0348
internal_count=1360498 269112 159283 145436 135494 9942 109829 1091386 492293 467978 439778 24315 1772 28200 599093 283535 194612 315558 115709 199849 88923 22543 107839 93992 13847 13847 1990 13643 204 107

Tree=43
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 1 0 1 0 0 0 0
split_gain=2425.74 618.105 702.359 2481.68 852.648 189.063 319.416 522.94 1103.4 294.382 143.452 139.719 91.0066 89.6444 73.6112 193.824 204.183 155.485 164.45 160.677 148.341 59.5321 62.7844 54.4006 26.8987 21.8815 11.272 4.65496 47.5984 3.13004
threshold=7.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 749.50000000000011 1008.5000000000001 1.0000000180025095e-35 999.50000000000011 997.50000000000011 19.500000000000004 14293.000000000002 18.500000000000004 5.5000000000000009 99.490000000000023 -242.49999999999997 -26.499999999999996 179.49500000000003 -286.49999999999994 -68.499999999999986 1.0000000180025095e-35 63.500000000000007 13.500000000000002 14.995000000000003 22.500000000000004 17897.000000000004 28.500000000000004 336.50000000000006 207.50000000000003 11.500000000000002
left_child=5 21 10 26 -5 14 7 8 -7 -9 12 13 -3 -8 15 20 -17 18 -16 -19 -1 22 29 -12 -24 -13 -4 28 -23 -2
right_child=1 2 3 4 -6 6 11 9 -10 -11 23 25 -14 -15 17 16 -18 19 -20 -21 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0082037023882826562 -0.048446650243163469 -0.0014816719312378797 -0.062704166887243243 0.027913988675411828 -0.0085148227304604248 0.0070325033909191467 0.0071317243756797615 0.017075401514756394 0.048162931470643627 -0.050790000812970915 -0.0029297968395662565 -0.014185510391670104 -0.042305957008014553 -0.0060633459246974691 -0.04295972240656111 0.013881310781748452 0.0020419759586613926 0.003035451555121508 -0.0012541776760101675 0.013291212834043621 0.0055830042962366939 -0.049423539332558199 -0.029269108215664391 0.011094315270703486 -0.0084074986555711072 -0.037019729257613578 -0.050581303918939863 -0.055786069880753741 0.064298172817174995 -0.060635162431802281
leaf_weight=3335.7479520365596 179.99667112529278 3470.1600465774536 1988.4061229228973 1672.4817050993443 40576.889783605933 4682.9545135423541 13357.108354523778 259.73585973680019 2501.6835262719542 415.26861524581909 788.42557528614998 329.88559353351593 142.10372820496559 1424.4511061608791 241.14488278329372 9679.5299274511635 5838.1923956051469 23946.299382813275 11928.288124285638 4543.7430761381984 4700.3714458420873 409.17070560157299 540.35184626281261 5624.9617826491594 216.3972243219614 153.84565791487694 212.21137370169163 224.82603706419468 9.4129045754671079 74.463647663593292
leaf_count=32583 949 14789 10352 10540 194722 54699 179593 2943 119245 3425 3231 2450 591 6344 2422 140172 49830 266786 126195 50123 53451 2845 2594 24232 986 1125 1104 1723 57 397
internal_value=0 -0.00798719 -0.00707276 -0.00976906 -0.00707275 0.00533483 0.00921137 0.0174009 0.0213541 -0.024676 0.00488165 0.00499482 -0.00308767 0.00586016 0.00393879 0.00616302 0.00942703 0.0026503 -0.0020806 0.00467109 -0.00013978 -0.0380933 -0.0305281 0.00937027 -0.0233036 -0.0214477 -0.0615351 -0.0499831 -0.0468662 -0.0520134
internal_weight=0 56130.3 54475.6 44450 42249.4 87338.3 23124.9 7859.64 7184.64 675.004 10025.7 15265.3 3612.26 14781.6 64213.3 23553.8 15517.7 40659.5 12169.4 28490 8036.12 1654.62 1011.21 6413.39 756.749 483.731 2200.62 643.41 418.584 254.46
internal_count=1360498 269112 259561 216718 205262 1091386 369824 180312 173944 6368 42843 189512 15380 185937 721562 276036 190002 445526 128617 316909 86034 9551 4926 27463 3580 3575 11456 4625 2902 1346

Tree=44
num_cat=0
split_feature=0 1 1 1 1 1 1 0 0 0 0 0 1 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0
split_gain=2197.76 536.859 782.853 2805.65 766.085 250.995 1044.35 811.278 161.99 467.727 100.291 90.5017 87.2123 62.6022 377.507 152.493 347.994 238.309 77.372 59.5438 56.6981 56.5081 35.9117 29.3433 27.8978 15.5805 4.77085 43.9457 3.12467 0.615689
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 -135.49999999999997 -136.49999999999997 63.500000000000007 175.50000000000003 14.995000000000003 -282.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -85.499999999999986 10.985000000000001 -283.49999999999994 1260.5000000000002 6.5000000000000009 13.500000000000002 -308.49999999999994 371.50000000000006 5.5000000000000009 7.5000000000000009 336.50000000000006 207.50000000000003 -15.499999999999998 348.50000000000006
left_child=5 10 11 25 -5 13 7 28 9 -8 20 12 -3 14 18 16 -15 -17 -1 -10 24 -22 -16 -13 -2 -4 27 -12 -7 -28
right_child=1 2 3 4 -6 6 8 -9 19 -11 26 23 -14 15 22 17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.024540266061219798 -0.033225628787233771 -0.01306318719849253 -0.073238712603457962 0.025995278551968138 -0.0075153058580955381 0.050246659973247634 0.0072701178240319481 -0.050898830029908297 0.00083281701752518911 -0.021725899005493977 -0.048547110772263341 0.021206562127409814 0.0048219293238099198 0.016151007506646574 -0.0070527594842844576 -0.024020655497436202 -0.012017224789425809 0.0041823154732119668 -0.10319700227222195 0.01830225507514055 -0.047002818197705236 -0.022355272725613839 0.0055048839509236084 -0.0071680337953939719 0.004603914339694838 -0.060306327460326339 -0.052394334653692101 0.058819978276823004 0.042657699011266252 -0.057733734865547594
leaf_weight=1093.6551337763667 63.898504391312599 727.53073500096798 261.41587549448013 1774.5372128114104 43841.019226901233 2130.1142261214554 8723.3232978582382 219.46918886899948 591.10720916092396 1654.5605983138084 396.06385573744774 1009.2955183535814 10798.163743168116 6382.4596413932741 624.70845979452133 761.02700621634722 1323.8936908915639 47449.570618260652 32.184623241424561 2790.2746890746057 337.12239626049995 749.62618720531464 6421.6154316738248 100.1564774364233 205.38150477409363 2134.8626982271671 104.28860007226467 9.7654594928026182 144.86162390932441 111.94396060705185
leaf_count=9005 299 3057 1172 11630 214044 111101 123890 2132 8558 12713 2845 4109 51587 88080 5929 7136 15893 550389 262 39027 1712 3580 71464 401 1072 11456 831 57 6175 892
internal_value=0 -0.00690382 -0.00606775 -0.00898196 -0.00621168 0.00559104 0.0111404 0.0409068 0.00574401 0.00264724 -0.0325373 0.00500587 0.00369298 0.00418365 9.59825e-05 0.00478106 0.0113119 0.00373712 -0.0267888 0.0152484 -0.0249119 -0.0300012 0.00439156 0.018645 -0.00437281 -0.0617172 -0.0491598 -0.0459635 0.0497634 -0.0551586
internal_weight=0 62625.1 60647 48011.8 45615.6 80342.8 16253.7 2494.45 13759.3 10377.9 1978.09 12635.1 11525.7 64089.1 8172.16 55917 7706.35 48210.6 1125.84 3381.38 1356.03 1086.75 7046.32 1109.45 269.28 2396.28 622.062 405.829 2274.98 216.233
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 136603 11288 59154 54644 748158 86660 661498 103973 557525 9267 47585 6663 5292 77393 4510 1371 12628 4625 2902 117276 1723

Tree=45
num_cat=0
split_feature=0 1 1 0 1 1 1 1 1 0 0 1 0 1 1 0 0 0 0 0 1 0 0 1 1 1 0 0 0 0
split_gain=2002.68 594.599 1386.07 722.828 1634.81 604.708 193.941 162.597 172.167 187.888 346.633 164.905 152.313 138.607 109.133 240.35 215.817 271.658 202.253 167.225 98.3728 97.542 96.4523 84.9365 60.2725 33.7395 18.1268 11.6521 1.26665 0.0750283
threshold=7.5000000000000009 1008.5000000000001 999.50000000000011 44.500000000000007 350.49500000000006 699.49500000000012 120793.00000000001 420.50000000000006 5594.5000000000009 -1.0000000180025095e-35 -65.499999999999986 5992.5000000000009 -133.49999999999997 976.50000000000011 100.50000000000001 -242.49999999999997 -182.49999999999997 -71.499999999999986 -26.499999999999996 -212.49999999999997 1.0000000180025095e-35 371.50000000000006 -136.49999999999997 7588.2500000000009 3098.2500000000005 1000.5000000000001 3634.5000000000005 44.500000000000007 21.500000000000004 662.50000000000011
left_child=7 2 3 4 -2 -5 21 14 9 10 -9 12 -10 -11 15 20 19 -18 -17 -16 -1 23 -13 -3 -23 27 29 -4 -27 -8
right_child=1 6 25 5 -6 -7 26 8 11 13 -12 22 -14 -15 16 18 17 -19 -20 -21 -22 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0078372353052576938 -0.0097092340515532918 0.0030292267327922898 -0.054113278938259485 -0.023506032924557815 0.028278577034329913 0.0016353372778621141 0.0030196892581521879 0.0085774989747135332 -0.068525205044352236 0.012394000309941706 0.030280790382014023 0.017842655962546888 0.023664524669841282 -0.0090773907265619073 0.0012730718810692679 0.013664794675848366 -0.012602024168537423 0.0029910476553600476 0.0019226588780253983 0.011697612891606595 0.0032635913132690224 -0.023825233053881845 -0.0049503297622161338 -0.0052622705642068578 -0.0051562334470840014 0.0043050031098665707 -0.045987058318674473 -0.0047759912877613714 -0.014213923909431573 -0.0033381598594177438
leaf_weight=3350.2929698750377 14940.721503466368 14007.962264493108 1855.6217824965715 10411.368434652686 3494.5934368818998 3104.987858697772 15.56481145322323 24776.290944173932 170.11554326862097 1105.5873841941357 1987.3193129897118 582.23586648702621 60.822276428341866 2347.7374991364777 12391.311719328165 9866.7450980916619 5265.1980961039662 5949.2714248597622 5836.5796571522951 5579.1506327614188 4936.1852885484695 495.67949414253235 2288.3360101357102 3962.3066868782043 3382.8669399172068 14.17170813679695 257.52274896204472 12.044884845614432 26.498108312487602 6.6112861931323996
leaf_count=32583 71393 71982 13594 45697 15794 12552 76 388331 1128 12775 51447 4490 644 15425 132659 144642 57216 58493 49970 67190 56340 2174 18053 19321 14362 82 1883 49 122 31
internal_value=0 -0.00725448 -0.01142 -0.00894767 -0.00250827 -0.0177305 -0.000880662 0.0048826 0.00762131 0.00877281 0.0101891 -0.00359736 -0.0442451 -0.00220329 0.00316657 0.00566497 0.00111291 -0.00432991 0.0093005 0.0045095 -0.00122457 -0.000351047 -0.000327246 0.00120102 -0.00754214 -0.052814 -0.0422518 -0.0537951 -0.00776086 0.00112424
internal_weight=0 55988.5 33860 31951.7 18435.3 13516.4 22128.5 86493.2 33318.4 30216.9 26763.6 3101.51 230.938 3453.32 53174.7 23989.8 29184.9 11214.5 15703.3 17970.5 8286.48 21848.8 2870.57 17970.3 3878.55 1908.34 279.699 1867.67 40.6698 22.1761
internal_count=1360498 269112 159283 145436 87187 58249 109829 1091386 492293 467978 439778 24315 1772 28200 599093 283535 315558 115709 194612 199849 88923 107839 22543 91303 16536 13847 1990 13643 204 107

Tree=46
num_cat=0
split_feature=0 1 1 1 1 0 1 1 1 0 1 1 1 0 1 0 1 1 0 0 1 1 0 1 0 1 0 0 0 0
split_gain=1815.83 565.25 1273.95 641.592 840.768 380.416 182.524 157.073 261.861 479.292 1048.66 294.057 118.441 87.3655 73.5735 160.266 159.915 681.437 280.73 155.805 120.228 73.048 66.1796 33.357 17.2969 16.5782 15.159 11.4505 1.15352 0.371889
threshold=8.5000000000000018 1008.5000000000001 999.50000000000011 699.49500000000012 148.50000000000003 44.500000000000007 120793.00000000001 749.50000000000011 1008.5000000000001 1.0000000180025095e-35 999.50000000000011 997.50000000000011 14293.000000000002 28.500000000000004 99.490000000000023 -242.49999999999997 149.45000000000002 148.50000000000003 -68.499999999999986 -26.499999999999996 1.0000000180025095e-35 1294.5000000000002 371.50000000000006 1000.5000000000001 9.5000000000000018 17897.000000000004 3634.5000000000005 82.500000000000014 67.500000000000014 236.50000000000003
left_child=7 2 3 4 -2 -5 13 14 9 10 -9 -11 21 24 15 20 17 -16 -18 -17 -1 -10 -15 27 -3 -14 29 -4 -25 -8
right_child=1 6 23 5 -6 -7 26 8 12 11 -12 -13 25 22 16 19 18 -19 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0074000334037435493 -0.00094462551742159606 -0.0081095722655428106 -0.053423363209503541 0.03854595087687699 -0.018995609462174996 0.0015537635401122552 -0.013363899017522147 0.0060992101110084011 -0.0013046288037099857 0.016774626502789481 0.047721128668098474 -0.049550608904021812 -0.013282910659390766 0.0001176911650679984 -0.00026448066592314593 0.012552878112880084 0.0013538524302259434 -0.061273192363446451 0.013624114818971479 0.0023760870650101685 0.0050011694984869919 0.007099805275593756 -0.0071506984763916263 -1.7547750663449999e-05 0.011731958808557432 -0.032751930414919472 -0.045110446222951434 -0.0024822170465339469 -0.016996273479391859 0.0027508593372784964
leaf_weight=3370.2914129048586 10890.412378676236 117.81830078363419 1752.5736751109362 895.44065976142883 15823.937190160155 3104.6139681488276 4.5864973366260555 4603.9597846344113 3353.6543968431652 274.48932266235352 2254.3137609027326 427.20694662630558 336.22427244484425 16136.037550464272 4863.9390766769648 9400.1141657419503 30163.116621367633 505.24493704736233 5513.5175423361361 6269.2807655483484 4652.2745567113161 11286.467688586563 3885.9589233845472 23.150541320443153 1621.9335270375013 162.03876154124737 249.60301600396633 11.101169988512991 17.615330383181572 16.317524597048759
leaf_count=32583 49097 714 13318 4184 73917 12552 21 54699 46095 3037 119245 3710 2460 80028 48541 140172 337750 3010 59664 51978 53451 140320 16536 126 10058 1146 1883 45 78 80
internal_value=0 -0.00704991 -0.0112393 -0.00884058 -0.0116369 0.00983473 -0.000866519 0.00457487 0.00815382 0.0157534 0.0197803 -0.0236055 0.00435868 -0.000359128 0.00332001 0.00553865 0.0020394 -0.00600545 0.00325012 0.00848117 -0.000208594 0.00517458 -0.00129299 -0.0520692 0.0103883 -0.0196144 -0.0416851 -0.0531027 -0.00735422 -0.000784838
internal_weight=0 54551.1 32518.8 30714.4 26714.3 4000.05 22032.3 87436.1 22698.4 7559.97 6858.27 701.696 15138.4 21761.7 64737.8 23692 41045.8 5369.18 35676.6 15669.4 8022.57 14640.1 20022 1804.44 1739.75 498.263 270.507 1763.67 40.7659 20.904
internal_count=1360498 262637 153317 139750 123014 16736 109320 1097861 370712 180691 173944 6747 190021 107336 727149 278184 448965 51551 397414 192150 86034 186415 96564 13567 10772 3606 1984 13363 204 101

Tree=47
num_cat=0
split_feature=0 1 1 1 1 1 0 1 0 0 1 1 1 1 1 1 1 0 0 0 0 0 1 0 1 0 1 0 0 1
split_gain=1644.39 516.616 564.355 1612.21 984.003 788.624 196.427 175.82 148.332 457.309 615.839 235.969 276.415 155.751 1203.98 130.001 403.288 179.476 104.842 101.053 95.0361 78.9817 78.5838 74.2106 71.4942 69.4782 59.3134 26.2235 15.5623 12.1877
threshold=8.5000000000000018 1299.5000000000002 148.50000000000003 149.45000000000002 179.49500000000003 1.0000000180025095e-35 19.500000000000004 17897.000000000004 -21.499999999999996 -65.499999999999986 1.0000000180025095e-35 5.4900000000000011 4.995000000000001 999.50000000000011 1000.5000000000001 99.490000000000023 149.45000000000002 5.5000000000000009 6.5000000000000009 -182.49999999999997 -12.499999999999998 371.50000000000006 6899.5000000000009 3634.5000000000005 3804.1000000000004 63.500000000000007 3547.0000000000005 -60.499999999999993 3523.5000000000005 120793.00000000001
left_child=8 2 5 -4 -5 25 -7 21 9 13 27 12 18 19 -15 17 -17 -13 -10 -1 -14 22 -3 28 -12 -2 -23 -11 -9 -25
right_child=1 7 3 4 -6 6 -8 23 11 10 24 15 20 14 -16 16 -18 -19 -20 -21 -22 26 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0043570550244282046 -0.025908370145704268 0.0048087676852697544 -0.058477031983444686 0.027047236173958024 -0.0137305984474004 -0.0061222167144264058 0.0094038304558302158 -0.013061192668097479 -0.00050795143261495035 0.0017965133150165628 0.032518020530221778 0.0016004658280816425 -0.14613545562023059 0.049965174940052787 0.0037079047322010599 -0.021452797580133756 0.0035526466756206272 0.021731972916739489 -0.04391588507022226 -0.00077333218990741136 -0.056427301059908203 -0.020358979219989103 -0.0035431303986535457 -0.020924125789286447 0.0062814971737627113 -0.047951915027331635 -0.0027763496791571966 -0.028099013761480964 0.0082943472044004814 -0.044248250534870602
leaf_weight=41153.257173642516 904.07883870601654 11027.51685474813 1927.165761500597 1594.0121403187513 20576.856400802732 2986.0694737136364 6410.3190921843052 940.95373703539371 711.37241190671921 85.037665218114853 3067.1427534073591 3363.1186668947339 34.324393227696419 1594.8558610677719 11922.754449840635 2039.2734401151538 7703.9412064142525 1650.4317709952593 172.91542474925518 12517.643409762532 211.0695026665926 581.88150964677334 3782.5178067684174 72.879861235618591 283.67070602625608 591.21621315926313 2730.0928012579679 533.83950361609459 93.814047545194626 241.93909591436386
leaf_count=473506 4504 57350 10831 10194 95702 12505 27463 4183 5592 981 61001 33692 294 91270 160604 14011 77501 8874 828 158902 1272 2537 18551 292 3417 4625 11632 6116 385 1883
internal_value=0 -0.00670987 -0.0103427 -0.0146117 -0.0107988 -0.000897287 0.00446982 -0.000181884 0.00436769 0.00534294 0.0218334 -6.42933e-07 -0.0220249 0.00436864 0.0091655 0.00168539 -0.00168104 0.00822764 -0.00899603 0.0031605 -0.0689752 0.0011147 0.00267567 -0.0175922 0.0302969 -0.034624 -0.00586545 -0.0239912 -0.0111251 -0.0388488
internal_weight=0 54461.3 34989.7 24098 22170.9 10891.7 9396.39 19471.6 87044.6 71158.2 3969.69 15886.4 1129.68 67188.5 13517.6 14756.8 9743.21 5013.55 884.288 53670.9 245.394 18122 14810 1349.59 3350.81 1495.3 3311.97 618.877 1034.77 314.819
internal_count=1360498 262637 165824 116727 105896 49097 39968 96813 1097861 955797 71515 142064 7986 884282 251874 134078 91512 42566 6420 632408 1566 90070 75901 6743 64418 9129 14169 7097 4568 2175

Tree=48
num_cat=0
split_feature=0 1 1 1 1 1 1 0 0 0 0 0 1 1 0 0 1 1 1 1 1 0 0 0 0 0 0 0 0 0
split_gain=1496.9 465.231 637.181 2450.16 662.635 193.914 933.942 720.725 143.238 390.227 95.3674 87.6472 74.7341 56.2595 53.7643 292.267 187.617 79.3195 58.9054 93.6617 59.8488 45.6422 53.8565 26.5181 24.8899 15.1137 5.30082 42.7242 3.48507 0.662189
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 -135.49999999999997 -136.49999999999997 63.500000000000007 175.50000000000003 14.995000000000003 1260.5000000000002 -212.49999999999997 -206.49999999999997 1.0000000180025095e-35 120.49500000000002 179.49500000000003 178.50000000000003 198.48000000000005 6.5000000000000009 13.500000000000002 371.50000000000006 5.5000000000000009 19.500000000000004 336.50000000000006 207.50000000000003 -15.499999999999998 348.50000000000006
left_child=5 10 11 25 -5 14 7 28 9 -8 21 12 -3 -10 18 17 -17 -16 19 -1 -20 24 -23 -13 -2 -4 27 -12 -7 -28
right_child=1 2 3 4 -6 6 8 -9 13 -11 26 23 -14 -15 15 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0018145589897546725 -0.031397491604384119 -0.011716104602071875 -0.062451070659484111 0.025127596907340108 -0.0062837686936108575 0.049979568247015375 0.0061823235090320587 -0.049746542562202768 -0.00026822857306338111 -0.020171371927174452 -0.04641596693329194 0.020914780265113755 0.0048065809355538397 0.016901280606347199 0.032834419467010011 0.013131435240260107 0.0017249554471100216 0.014681913561189891 0.014971836682548981 -0.0077351242170368264 0.0031706790295270813 -0.044362964973528873 -0.019887423449005785 -0.0060537904137783266 0.0042021032094667508 -0.054126762075456386 -0.0507954457807464 0.059953480648855799 0.041487670956820363 -0.056593083183681281
leaf_weight=11228.234468005598 64.60715663433075 730.76265975832939 1261.2005380094051 1746.1366427987814 43641.839593529701 1831.5889642555267 8544.6134376600385 202.10929641127586 579.67800563946366 1681.0182227529585 364.70108941197395 1008.5191798955202 10782.638084679842 2696.5040471553802 836.82595258578658 4203.5829536952078 25318.241810820997 2142.6555199995637 1157.0957644581795 3328.7798380255699 15023.752826325595 324.45896086096764 731.42684264481068 100.20915476977825 204.54705262184143 960.574767395854 95.315778002142906 9.6910278350114805 129.35391287878156 101.91105699539185
leaf_count=124645 299 3057 7068 11630 214044 111101 123890 2132 8558 12713 2845 4109 51587 39027 14799 64920 300801 28327 12657 35047 166962 1712 3580 401 1072 5560 831 57 6175 892
internal_value=0 -0.00570475 -0.00493697 -0.0075849 -0.00507533 0.00467127 0.00965156 0.0401536 0.00476499 0.00184997 -0.0300872 0.00505083 0.00375788 0.0138634 0.00343762 0.0048554 0.00334911 0.0197803 0.00193849 -0.000369185 0.00401458 -0.0227232 -0.0274084 0.0184773 -0.00434314 -0.0588521 -0.0471573 -0.0436626 0.0494194 -0.0537912
internal_weight=0 62128.5 60231.9 47609.8 45388 78904 15664.9 2163.05 13501.8 10225.6 1896.66 12622.1 11513.4 3276.18 63239.2 32501.3 29521.8 2979.48 30737.9 14557 16180.8 1325.04 1055.89 1108.73 269.154 2221.78 571.619 374.392 1960.94 197.227
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 136603 11288 59154 54644 47585 748158 408847 365721 43126 339311 159692 179619 6663 5292 4510 1371 12628 4625 2902 117276 1723

Tree=49
num_cat=0
split_feature=0 1 1 0 1 1 1 1 1 1 0 0 1 1 1 0 0 1 0 0 1 1 0 0 0 1 0 0 1 0
split_gain=1359.91 497.369 1097.5 1141.99 1974.39 666.878 652.897 566.063 1151.71 481.062 344.755 175.33 126.847 137.459 146.319 143.32 299.857 130.416 125.034 103.26 116.263 98.8986 206.645 203.115 236.134 197.363 149.677 135.98 90.9776 68.4035
threshold=8.5000000000000018 399.50000000000006 148.50000000000003 67.500000000000014 178.50000000000003 1.0000000180025095e-35 199.49500000000003 539.50000000000011 549.50000000000011 698.50000000000011 314.50000000000006 19.500000000000004 420.50000000000006 5594.5000000000009 5992.5000000000009 -1.0000000180025095e-35 -65.499999999999986 976.50000000000011 -133.49999999999997 152.50000000000003 477.50000000000006 100.50000000000001 -253.49999999999997 -182.49999999999997 -150.49999999999997 1.0000000180025095e-35 -211.49999999999997 -26.499999999999996 6096.5000000000009 63.500000000000007
left_child=12 2 5 4 -4 29 -5 19 10 -10 -9 -7 21 15 18 16 -14 -17 -15 20 -3 22 25 26 -25 -1 -23 -24 -16 -2
right_child=1 7 3 6 -6 11 -8 8 9 -11 -12 -13 13 14 28 17 -18 -19 -20 -21 -22 23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.012518493073075823 -0.02396562343027514 0.012127168556112617 -0.056561458515760478 -0.071550559062352984 0.0040438341936925616 -0.0060043517066997428 -0.028207183273134165 -0.0633527055907908 0.024888453765474942 -0.0033938216356347605 0.02781244438752516 0.0086703057379230904 0.0073151027572988725 -0.062330714059098027 0.043066399837140161 0.011811640636516855 0.02827106472586427 -0.0084994879379804312 0.021974478303209526 -0.029921191863464161 0.040325563037624267 0.0009466718911123051 0.011305106628149597 -0.019201633172342147 -0.0011162316970069587 0.0044947217520161804 0.010970976520610161 0.0020181830443378127 -0.0022375160459439918 -0.046393944471504932
leaf_weight=2830.0373210087419 883.70605045557022 596.37428539991379 1818.7021017670631 1509.4215072393417 5147.0344771146774 2987.423882946372 2047.2663085311651 991.7740423977375 1586.9547776430845 28601.214354738593 115.81303940713406 6387.535384863615 24146.499087870121 177.15896455943584 115.41806665062904 1174.1872268915176 1836.8801012178883 2417.4646455608308 58.504523988813162 76.996598839759827 944.37886929512024 12485.890565007925 10695.69883409515 2223.6125204637647 9583.7514188289642 4286.6886379271746 5306.3912458568811 6241.8338059261441 2779.3295712992549 552.50306088477373
leaf_count=26460 4504 2623 10886 6469 25468 12505 9097 4157 6881 142992 502 27463 388331 1128 959 13200 51447 16063 644 333 4132 134962 157618 23004 95807 49487 64887 52124 21740 4625
internal_value=0 -0.00610796 -0.0120547 -0.0235499 -0.0117798 -0.000866421 -0.0466017 -0.00225348 -0.00374431 -0.00190706 -0.0538202 0.00399408 0.0039935 0.0064479 -0.00351551 0.0075025 0.00879657 -0.00185935 -0.0414016 0.026587 0.0294109 0.00249739 0.00487867 0.000562225 -0.00452215 -0.00227075 0.00393633 0.00788268 -0.000431179 -0.0325937
internal_weight=0 54247.1 21333.6 10522.4 6965.74 10811.2 3556.69 32913.5 31295.8 30188.2 1107.59 9374.96 86359.3 32705.4 3130.41 29575 25983.4 3591.65 235.663 1617.75 1540.75 53653.9 24054.3 29599.6 11807.4 7116.73 17792.3 16937.5 2894.75 1436.21
internal_count=1360498 262637 101017 51920 36354 49097 15566 161620 154532 149873 4659 39968 1097861 493512 24471 469041 439778 29263 1772 7088 6755 604349 285689 318660 118811 75947 199849 209742 22699 9129

Tree=50
num_cat=0
split_feature=0 1 1 0 1 1 1 1 1 1 0 1 0 1 1 0 1 1 1 0 0 1 1 0 1 0 1 0 0 0
split_gain=1232.22 463.643 1234.94 609.978 621.339 269.103 159.081 117.467 208.186 399.501 1214.44 99.2781 78.1959 70.5661 57.9963 132.519 356.878 120.549 164.742 142.857 84.4809 57.1033 34.5776 27.1273 15.8551 14.7152 14.6187 11.6798 1.05221 0.331513
threshold=8.5000000000000018 1008.5000000000001 999.50000000000011 336.50000000000006 258.50000000000006 399.50000000000006 120793.00000000001 749.50000000000011 1008.5000000000001 999.50000000000011 1.0000000180025095e-35 14293.000000000002 28.500000000000004 1294.5000000000002 99.490000000000023 -268.49999999999994 1.0000000180025095e-35 179.49500000000003 198.48000000000005 -286.49999999999994 -26.499999999999996 1360.5000000000002 1000.5000000000001 5.5000000000000009 1089.5000000000002 3634.5000000000005 17897.000000000004 44.500000000000007 21.500000000000004 236.50000000000003
left_child=7 2 3 4 -2 -5 12 14 9 23 -11 13 24 -10 15 16 -1 19 -19 -16 -17 -14 27 -9 -3 29 -13 -4 -24 -8
right_child=1 6 22 5 -6 -7 25 8 11 10 -12 26 21 -15 17 20 -18 18 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018734589193090456 -0.011936679926976487 0.029947697352565496 -0.05243474973837306 -0.044635928869955876 0.0030187213217693154 -0.0036140713666663036 -0.011403772245388431 0.0051263237766001517 -0.0020483277165426871 0.047080601887876085 -0.048530049617634845 -0.012250040669043174 -0.007656914263403005 0.0062684015678755606 -0.040100695482410291 0.0091053701297229266 0.008529725316613777 0.01595064945343138 0.0022318157552810827 -0.0017458729108603443 0.00193807167608414 0.00034365262221455593 0.0052107977932555616 0.030969438799488436 0.0092131985086707831 -0.043212126226618595 -0.030364850079549838 -0.0030407431363458351 -0.011563044915906207 0.0037229560091853182
leaf_weight=2018.4444857314229 15943.244004480541 97.684275805950165 1660.1349050179124 1499.8112422972918 12305.27072404325 545.08108071982861 4.6442389041185406 4689.4603290595114 3311.6198861524463 1954.7174317939207 400.10845047235489 340.09068682044744 2554.9398781061172 11097.814195659012 247.69075821340084 12125.785130742937 2960.933189868927 2391.1856207773089 25792.365903176367 12230.592738419771 6220.5110186710954 17551.531463250518 14.32215642929077 103.79208568483591 1641.6277845054865 232.92607650160789 165.60699272155762 12.055038928985594 26.926588535308838 16.455783292651176
leaf_count=17376 77403 578 13314 7671 52405 2271 21 57068 46095 119245 3699 2460 11999 140320 2422 174419 34411 26067 292161 128315 51978 84565 82 679 10194 1883 1146 49 122 80
internal_value=0 -0.00582071 -0.00966671 -0.00733092 -0.00542199 -0.0337013 -0.000250599 0.00380914 0.00695518 0.013971 0.0308354 0.00359283 0.000206847 0.00435703 0.00272437 0.00471184 -0.00252216 0.00158427 0.00339577 -0.00250721 0.00667522 -0.000672984 -0.0509631 0.00568593 0.0103777 -0.0395901 -0.0181823 -0.0520787 -0.00573893 0.000393474
internal_weight=0 54106.7 32006.8 30293.4 28248.5 2044.89 22099.8 86050.7 22063.2 7148.08 2354.83 14915.1 21845.8 14409.4 63987.5 23325.7 4979.38 40661.8 28183.6 12478.3 18346.3 20106.5 1713.44 4793.25 1739.31 254.026 505.698 1672.19 41.2487 21.1
internal_count=1360498 262637 153317 139750 129808 9942 109320 1097861 370712 180691 122944 190021 107336 186415 727149 278184 51787 448965 318228 130737 226397 96564 13567 57747 10772 1984 3606 13363 204 101

Tree=51
num_cat=0
split_feature=0 1 1 1 1 1 1 0 0 0 0 0 1 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0
split_gain=1118.45 396.706 559.15 2184.57 609.871 162.091 870.44 642.143 127.307 330.806 88.6911 83.5015 67.1112 51.3994 45.0972 260.981 126.155 331.943 212.032 64.8408 37.2895 55.1637 32.7037 22.2281 21.6977 16.3696 5.3421 41.0988 3.93044 0.727477
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 -135.49999999999997 -136.49999999999997 63.500000000000007 175.50000000000003 14.995000000000003 1260.5000000000002 -282.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -85.499999999999986 10.985000000000001 -304.49999999999994 6.5000000000000009 21.500000000000004 -308.49999999999994 5.5000000000000009 371.50000000000006 19.500000000000004 336.50000000000006 207.50000000000003 -15.499999999999998 348.50000000000006
left_child=5 10 11 25 -5 14 7 28 9 -8 20 12 -3 -10 15 19 17 -16 -18 -1 23 -22 -17 -2 -13 -4 27 -12 -7 -28
right_child=1 2 3 4 -6 6 8 -9 13 -11 26 24 -14 -15 16 22 18 -19 -20 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0019791967991552766 -0.02972148765131484 -0.010786171291924026 -0.060692843448983215 0.024697166135651108 -0.0055845870036738878 0.049796391048203055 0.0054410472986004725 -0.048595950241864819 -0.00072839796389833483 -0.018700390121421689 -0.044566886203018755 0.020442124961615793 0.0048498221583507728 0.015777990372959742 0.014390316591538414 -0.0077978544550338291 -0.023658449174864014 -0.013445055543298435 0.0029361912614481911 -0.029033180143392231 -0.032158424680869824 -0.0058781931745435995 0.0042542807587642954 0.0038101390324454874 -0.0039510623425788463 -0.051733456810993034 -0.049021712046805145 0.059817395194042534 0.040283830657519212 -0.055438161724919936
leaf_weight=295.36968820542097 65.25288014113903 732.92414282262325 1184.7425986379385 1728.713346555829 43546.947345085442 1649.8767745597288 8424.7925616428256 185.60633993148804 574.86427884921432 1706.4386227242649 338.52223739027977 1006.5566456317902 10776.730527877808 2626.0514633469284 6121.8062247596681 618.26407915353775 761.7678834721446 1298.1719156205654 46422.283011160791 885.28461390733719 757.7464579641819 271.12700383365154 6282.5338569283485 203.73406958580017 100.2412436157465 894.94414608180523 85.681048460304737 9.699923247098921 116.23965342901647 91.187542825937271
leaf_count=2397 299 3057 7068 11630 214044 111101 123890 2132 8558 12713 2845 4109 51587 39027 88080 5929 7136 15893 550389 6870 3997 1295 71464 1072 401 5560 831 57 6175 892
internal_value=0 -0.00493648 -0.00423802 -0.00673 -0.00442837 0.00406964 0.00868658 0.0398729 0.00412115 0.00137482 -0.0279146 0.00511553 0.00385414 0.0128135 0.00294394 -0.000542068 0.00345988 0.00952034 0.00250683 -0.022265 -0.0208996 -0.0252331 0.00317449 -0.00432422 0.0182329 -0.0568374 -0.0452534 -0.0416592 0.0491703 -0.0523298
internal_weight=0 61794.8 59971.8 47355.3 45275.7 77969.4 15283.9 1951.72 13332.1 10131.2 1822.95 12616.5 11509.7 3200.92 62685.5 8081.45 54604 7419.98 47184.1 1180.65 1297.86 1028.87 6900.8 268.987 1106.8 2079.69 525.091 348.222 1766.12 176.869
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 136603 11288 59154 54644 47585 748158 86660 661498 103973 557525 9267 6663 5292 77393 1371 4510 12628 4625 2902 117276 1723

Tree=52
num_cat=0
split_feature=0 1 1 0 1 1 1 1 1 1 0 0 1 0 1 1 0 1 1 1 1 1 1 1 1 0 0 0 0 0
split_gain=1018 427.304 1176.28 564.903 1348.69 490.274 148.457 102.744 109.976 130.181 108.843 270.922 111.071 103.132 92.3217 213.272 214.958 96.9712 158.18 82.307 81.578 72.8103 126.068 69.6299 34.4174 27.7926 14.2379 11.5357 0.957518 0.297849
threshold=8.5000000000000018 1008.5000000000001 999.50000000000011 44.500000000000007 350.49500000000006 198.48000000000005 120793.00000000001 420.50000000000006 5594.5000000000009 5992.5000000000009 -1.0000000180025095e-35 -65.499999999999986 976.50000000000011 -133.49999999999997 297.50000000000006 299.50000000000006 -187.49999999999997 179.49500000000003 100.50000000000001 6096.5000000000009 377.50000000000006 7196.5000000000009 3399.5000000000005 198.48000000000005 1000.5000000000001 190.50000000000003 3634.5000000000005 44.500000000000007 343.50000000000006 236.50000000000003
left_child=7 2 3 4 -2 -5 21 14 10 13 11 -9 -12 -10 17 16 -16 18 -1 -11 -17 22 -3 -19 27 -23 29 -4 -26 -8
right_child=1 6 24 5 -6 -7 26 8 9 19 12 -13 -14 -15 15 20 -18 23 -20 -21 -22 25 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0043298065371763636 -0.0076958329272273033 -0.0010388778316404762 -0.051693866998983186 0.0030951810678746961 0.027808084375546362 -0.019746291958950085 -0.01049207021180429 0.0064203613055494758 -0.056685763214137125 0.042011913796296083 0.011174703300739032 0.026852841526454764 -0.007671424826784093 0.020501956562067179 0.0010649256009443704 0.0098084232656657899 -0.023278677873724566 0.015276214857236287 -0.0027442423398636173 -0.0019234692441203649 -0.0019805107777719631 -0.010129549387789934 0.0083879241391729142 0.0050730343216208243 -0.0014520132302092799 -0.002230772128917318 -0.042267070806529597 -0.0026082790350764225 -0.020778433597003015 0.003813103980720817
leaf_weight=23800.491663042456 13576.333913341165 9882.3439209461212 1592.6644190773368 3051.9276315048337 3331.1659983992577 10203.605845153332 4.6707311868667629 23720.757745735347 183.92495165020227 110.83295352011919 1160.5765834748745 1741.4414942776784 2395.4526467248797 56.589488603174686 1710.5473600029945 2765.3841145336628 1929.9889517724514 2357.3382120653987 11830.22877445817 2789.6271241903305 3126.570013217628 1429.0141949653625 5531.9852913320065 5752.4336968064308 33.474267959594727 5046.3031376153231 224.92038514465094 12.060148909687994 7.9265001863241187 16.46858312189579
leaf_count=285689 66353 49806 13314 15106 15148 43143 21 388331 1128 959 13200 51447 16063 644 19918 30461 20764 26067 123232 21740 35482 7167 27798 62736 170 22565 1883 49 34 80
internal_value=0 -0.00529338 -0.0090056 -0.00675943 -0.000700745 -0.0144873 4.11086e-05 0.00347974 0.00571146 -0.00317583 0.00667343 0.0078178 -0.00152064 -0.0385246 0.00213252 -0.00232616 -0.0118406 0.00310422 0.00198106 -0.000244602 0.00355262 0.000475243 0.00234427 0.00803888 -0.0501637 -0.00397392 -0.0385798 -0.051325 -0.00515221 0.000652376
internal_weight=0 53944.9 31809.2 30163 16907.5 13255.5 22135.7 85432.2 32159.2 3140.97 29018.2 25462.2 3556.03 240.514 53273 9532.49 3640.54 43740.5 35630.7 2900.46 5891.95 21889.6 15414.3 8109.77 1646.13 6475.32 246.06 1604.72 41.4008 21.1393
internal_count=1360498 262637 153317 139750 81501 58249 109320 1097861 493512 24471 469041 439778 29263 1772 604349 106625 40682 497724 408921 22699 65943 107336 77604 88803 13567 29732 1984 13363 204 101

Tree=53
num_cat=0
split_feature=0 1 1 1 0 1 1 1 1 0 0 0 1 1 1 0 1 0 1 1 1 0 0 0 0 0 1 0 1 0
split_gain=921.649 402.753 781.877 990.432 1762.31 564.706 417.47 747.406 293.082 178.264 153.077 129.015 96.0938 175.707 372.949 1095.27 83.2868 68.8841 67.3748 64.3144 48.8687 124.079 118.321 111.219 217.039 177.479 81.9316 25.7417 21.4402 13.6831
threshold=8.5000000000000018 549.50000000000011 148.50000000000003 149.45000000000002 63.500000000000007 1.0000000180025095e-35 698.50000000000011 699.49500000000012 997.50000000000011 314.50000000000006 19.500000000000004 126.50000000000001 749.50000000000011 1008.5000000000001 999.50000000000011 1.0000000180025095e-35 14293.000000000002 63.500000000000007 1294.5000000000002 598.50000000000011 99.490000000000023 -242.49999999999997 -205.49999999999997 -182.49999999999997 -71.499999999999986 -212.49999999999997 1.0000000180025095e-35 5.5000000000000009 677.50000000000011 88.500000000000014
left_child=12 2 5 29 -5 17 11 9 -9 -8 -7 28 20 14 27 -16 18 -2 -15 -13 21 26 -23 25 -25 -22 -1 -14 -3 -4
right_child=1 6 3 4 -6 10 7 8 -10 -11 -12 19 13 16 15 -17 -18 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0067704189949417308 -0.021337719689497634 0.026526375135151166 -0.054331840402120746 0.0038393630436875516 -0.036186854384131044 -0.0048941179117570066 -0.058376275906445889 0.012158387982522372 -0.0031770959192476754 0.014372268990588783 0.0087952529891697426 -0.047505777297583922 0.0044121950824491194 -0.0024431275913815256 0.046589695403186075 -0.047348468853384798 -0.016657058996209402 -0.044568772566452725 0.0057158078185151739 0.012279010319990914 0.0006417047991214887 0.016203996490751337 0.0047427693645804708 -0.0083429295038574859 0.0036479399782690099 0.0098708987153800776 0.0035020705776141292 0.029849897836891362 0.044441944312622925 0.050745759112124644
leaf_weight=3395.0456880554557 855.9683588296175 1199.4247800409794 1665.2765111327171 6588.2367470413446 4720.292609706521 3000.6513211876154 717.50432182848454 3577.5089996606112 24127.218288503587 95.405112832784653 6392.8813464641571 85.098393365740776 4630.0540608502924 3289.0642815604806 1767.4205610658973 376.37311089038849 513.78405974805355 508.75378385186195 10968.096519459039 95.432845428586006 17980.57047111541 2750.8730335235596 12413.604779444635 7253.2959746494889 7866.7249907515943 7333.6848404854536 4532.3813805505633 101.63691314309835 194.00865072011948 3.1039313971996298
leaf_count=32583 4504 5246 10811 31844 20992 12505 2963 15035 124588 406 27463 370 57068 46095 119245 3699 3606 4625 140320 403 198074 40887 151263 79743 80003 91145 53451 679 862 20
internal_value=0 -0.00504098 -0.00991084 -0.0181737 -0.012868 5.60056e-05 -0.00119981 -0.00258338 -0.00119683 -0.0498383 0.00442235 0.0238682 0.00331717 0.00619424 0.012797 0.0300975 0.00312084 -0.029998 0.00383358 -0.0159022 0.00233681 0.00417189 0.00682186 0.0012888 -0.00210426 0.00331546 -0.000897285 0.0049586 0.0290208 -0.0541363
internal_weight=0 53826.8 23735.2 12976.9 11308.5 10758.3 30091.6 28517.6 27704.7 812.909 9393.53 1573.96 85172.6 21646.4 6875.48 2143.79 14770.9 1364.72 14257.2 180.531 63526.2 23091.9 15164.5 40434.3 15120 25314.3 7927.43 4731.69 1393.43 1668.38
internal_count=1360498 262637 112764 63667 52836 49097 149873 142992 139623 3369 39968 6881 1097861 370712 180691 122944 190021 9129 186415 773 727149 278184 192150 448965 159746 289219 86034 57747 6108 10831

Tree=54
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0 0 0
split_gain=843.063 349.883 456.126 1966.19 547.926 133.903 808.125 572.594 136.823 394.331 167.056 84.3859 81.6821 58.6528 44.9585 251.697 146.768 73.992 62.3929 163.621 86.2256 33.9027 48.5908 17.5998 8.65039 8.46838 5.71295 39.0412 4.40851 0.771007
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 1871.5000000000002 2000.5000000000002 -83.499999999999986 63.500000000000007 5.5000000000000009 175.50000000000003 -212.49999999999997 -206.49999999999997 1.0000000180025095e-35 120.49500000000002 -235.49999999999997 5.4900000000000011 1.0000000180025095e-35 22.500000000000004 6.5000000000000009 19.500000000000004 25.500000000000004 129.49000000000004 336.50000000000006 207.50000000000003 -15.499999999999998 348.50000000000006
left_child=5 11 12 23 -5 14 7 28 10 -10 -8 21 25 -14 18 17 -17 -16 20 -20 -1 22 -2 -4 -23 -3 27 -13 -7 -28
right_child=1 2 3 4 -6 6 8 -9 9 -11 -12 26 13 -15 15 16 -18 -19 19 -21 -22 24 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0049523302951237948 -0.0045729751564837452 -0.011824297482627921 -0.059198761558925519 0.024010207365559307 -0.0048758732813350986 0.04961415295091029 -0.0048064529896543985 -0.047477013030368963 0.035362096673819392 0.0030500550088195678 0.017901463762729934 -0.043030578178668004 0.0046877298737512873 0.016798531054420019 0.031138118811064021 0.011300164498239283 0.0010263741634198415 0.013075081095090594 0.018080183209463543 -0.0076607428617670049 0.0033597279110560759 0.01886756072577974 -0.029159594688786712 -0.049595644714092425 -0.0061559418219401321 0.044337917393714052 -0.047898343674504032 0.058291471147070187 0.038999708268740968 -0.054748645353805893
leaf_weight=3644.3370153158903 268.17527489364147 733.06343637406826 1113.633621737361 1706.2034477367997 43400.993051424623 1488.1593920858577 5640.1077099069953 170.55674344301224 1141.8098044395447 5456.2803486473858 945.74186927080154 317.80610252171755 10746.047987550497 1102.2788314074278 780.98280111700296 4037.2595455348492 25016.405923057348 2068.7086802423 721.41752823442221 4279.5193897932768 21686.662032574415 44.064360380172729 801.68907977640629 834.74854834377766 159.72596696019173 6.7740185260772696 79.87306997179985 9.8004278987646085 104.70491478033364 84.561057597398758
leaf_count=35786 1371 6058 7068 11630 214044 111101 83238 2132 19325 65961 15664 2845 48534 4510 14799 64920 300801 28327 10011 48578 244936 208 4306 5560 778 52 831 57 6175 892
internal_value=0 -0.00429524 -0.00364587 -0.00590742 -0.00378324 0.00355516 0.0078047 0.0395933 0.00355281 0.0086417 -0.00154555 -0.0262303 0.00480798 0.00581443 0.00253453 0.00384489 0.00245401 0.0180254 0.00115629 -0.00394745 0.00216388 -0.0194363 -0.0229966 -0.0550845 -0.00074526 -0.0113101 -0.0438165 -0.0399995 0.0489164 -0.0514211
internal_weight=0 61409.4 59643.7 47055.6 45107.2 77182.7 14947.4 1763.42 13183.9 6598.09 6585.85 1765.7 12588.2 11848.3 62235.3 31903.4 29053.7 2849.69 30331.9 5000.94 25331 1273.65 1069.86 1948.38 203.79 739.837 492.041 327.607 1592.86 164.434
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 85286 98902 11288 59154 53044 748158 408847 365721 43126 339311 58589 280722 6663 5677 12628 986 6110 4625 2902 117276 1723

Tree=55
num_cat=0
split_feature=0 1 1 0 1 1 1 1 0 0 1 1 1 1 1 0 1 1 1 0 0 1 0 0 1 0 1 0 0 0
split_gain=765.098 385.653 677.907 524.45 554.567 489.905 253.017 139.971 84.8669 379.982 578.111 200.182 229.037 95.6273 320.272 158.376 92.2745 359.164 88.9448 78.6905 77.7914 72.9232 68.3122 56.4356 39.0455 23.3002 16.7058 13.8218 11.4353 0.267508
threshold=8.5000000000000018 1100.5000000000002 999.50000000000011 336.50000000000006 258.50000000000006 1000.5000000000001 399.50000000000006 120793.00000000001 -21.499999999999996 -65.499999999999986 1.0000000180025095e-35 5.4900000000000011 4.995000000000001 99.490000000000023 149.45000000000002 5.5000000000000009 879.50000000000011 1000.5000000000001 1.0000000180025095e-35 354.50000000000006 6.5000000000000009 1312.4000000000003 -12.499999999999998 222.50000000000003 1098.2500000000002 -60.499999999999993 22530.000000000004 3634.5000000000005 44.500000000000007 236.50000000000003
left_child=8 2 3 4 -2 28 -5 19 9 16 25 12 20 15 -15 -13 18 -18 -1 23 -10 -12 -14 -3 -7 -11 -21 29 -4 -9
right_child=1 7 5 6 -6 24 -8 27 11 10 21 13 22 14 -16 -17 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0069226608902155182 -0.010460537231542492 0.00063079054896540839 -0.050942223444400428 -0.041901129483279946 0.0037545908523424418 0.0001628851032475818 -0.0017524174960851444 -0.0095041938439855873 -0.0011049671257522525 -0.00029080849438698245 0.031672534387015942 0.00068971280805377134 -0.12367257489655561 -0.01930281438634204 0.0031161849151325033 0.019802940266185579 0.021512721978755492 0.0023541421106017036 0.0010178557232131565 -0.0038712952991811832 -0.039242517691843906 0.011383716099306438 -0.051284079385925885 0.006880607112786534 -0.030826013917766817 -0.028909151069098124 -0.016267391761580385 -0.041282609291229455 -0.0020741009114671484 0.0040181863491324269
leaf_weight=7482.9401179999113 15628.0491361022 10981.876786619425 1524.7661158442497 1431.9535487443209 12230.582746878266 771.56593911349773 540.5502889752388 4.6991355419158962 704.40352768450975 82.169130854308605 2555.0348679050803 3314.8594108968973 38.298943161964417 2022.2062882184982 7506.2442083349451 1610.3582657277584 3098.6640228703618 11619.197344191372 43169.931191086769 4453.6249572336674 165.0384217351675 535.75264174118638 218.68347035348415 5382.4583501368761 117.07106609642506 529.06810113787651 289.4577819108963 216.82365673035383 12.065873205661772 16.497682601213455
leaf_count=102363 77403 56444 13314 7671 52405 3662 2271 21 5592 981 55099 33692 294 14011 77501 8874 114540 160604 506775 18904 828 9319 1272 26813 553 6116 1164 1883 49 80
internal_value=0 -0.00460067 -0.00805069 -0.00598384 -0.00421977 -0.0334711 -0.0308987 0.00061289 0.00303342 0.0037853 0.019369 -0.000299977 -0.0206018 0.00128221 -0.00164176 0.00693901 0.00290278 0.00638774 0.00189017 0.00104285 -0.00834428 0.0281557 -0.0620724 0.00268644 -0.00391966 -0.025062 -0.0046278 -0.0375153 -0.0505586 0.0010204
internal_weight=0 53602 32256.6 29831.1 27858.6 2425.47 1972.5 21345.4 84652.8 69072.8 3702.02 15580.1 1126.42 14453.7 9528.45 4925.22 65370.7 14717.9 50652.9 21107.4 869.442 3090.79 256.982 16364.3 888.637 611.237 4743.08 238.02 1536.83 21.1968
internal_count=1360498 262637 157328 139750 129808 17578 9942 105309 1097861 955797 71515 142064 7986 134078 91512 42566 884282 275144 609138 103325 6420 64418 1566 83257 4215 7097 20068 1984 13363 101

Tree=56
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 1 0 0 0 0 1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0
split_gain=695.092 310.26 434.992 1829.62 512.409 118.497 759.484 542.764 125.264 372.856 148.956 82.7097 76.9191 54.9095 50.5921 40.8345 270.898 137.1 78.3556 52.0893 135.248 83.1117 31.3451 41.6144 28.3603 17.3195 5.49253 36.2675 4.55488 0.819387
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 1871.5000000000002 2000.5000000000002 -83.499999999999986 63.500000000000007 22.500000000000004 8.5000000000000018 14.995000000000003 -211.49999999999997 -206.49999999999997 1.0000000180025095e-35 120.49500000000002 -235.49999999999997 120.49500000000002 1.0000000180025095e-35 23.500000000000004 6.5000000000000009 25.500000000000004 28.500000000000004 336.50000000000006 207.50000000000003 -15.499999999999998 348.50000000000006
left_child=5 11 12 25 -5 15 7 28 10 -10 -8 22 13 -3 -14 19 18 -18 -17 21 -21 -1 23 -2 -24 -4 27 -13 -7 -28
right_child=1 2 3 4 -6 6 8 -9 9 -11 -12 26 14 -15 -16 16 17 -19 -20 20 -22 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.0050583269960708457 -0.0042775864248963342 0.0063639348665766125 -0.055451159170856718 0.023508799822640074 -0.0045533549246212042 0.049487887999001071 -0.0046739197711408026 -0.046994232809687231 0.034626121896475917 0.0027574195662797107 0.016977580351905865 -0.042062110067960297 -0.0027900958373981337 -0.0024787348440374404 0.011276611772552517 0.033770903313964311 0.010797175840096814 0.00081743419400737746 0.013905882061707026 0.0089840332448520455 -0.0085603179685990547 0.0031099813401023915 0.060752257568695095 -0.026977623293188237 -0.0053653701909988577 -0.038265400551348867 -0.04677928374294206 0.054416155293878381 0.038466505903188626 -0.05410755076976545
leaf_weight=3638.8946516737342 268.87265431880951 3199.0260614901781 1709.3756024688482 1690.1661469563842 43340.451121658087 1387.0600736262277 5651.9232049100101 164.40480414032936 1104.4838697127998 5430.3423917107284 924.27160890027881 305.31430196017027 738.23960655927658 3890.7896403521299 4764.6943127661943 690.78550820425153 3992.7660745717585 24922.795941010118 1764.0558015108109 1543.90075269714 3807.6397949978709 21594.797819577157 18.066035583615303 810.51664754748344 158.61371257901192 160.35406798124313 74.383089646697044 10.061907827854155 100.53912762366235 78.293073117733002
leaf_count=35786 1371 19186 11524 11630 214044 111101 83238 2132 19325 65961 15664 2845 3011 16348 20609 13452 64920 300801 24489 21137 42637 244936 85 4429 778 1104 831 57 6175 892
internal_value=0 -0.00390298 -0.00329701 -0.0055124 -0.00350008 0.00324104 0.0072666 0.0392154 0.00324101 0.00814371 -0.00163084 -0.0248126 0.00495396 0.0015112 0.00938951 0.00228181 0.00354929 0.00219547 0.0194958 0.000981799 -0.00349883 0.00193205 -0.0181275 -0.0213231 0.00139536 -0.0539773 -0.0427526 -0.038984 0.048743 -0.0505373
internal_weight=0 61217.2 59493.1 46900.3 45030.6 76718.7 14763 1652 13111 6534.83 6576.19 1724.12 12592.7 7089.82 5502.93 61955.6 31370.4 28915.6 2454.84 30585.2 5351.54 25233.7 1256.07 1079.39 176.68 1869.73 468.052 315.376 1487.6 152.676
internal_count=1360498 308744 297456 238302 225674 1051754 303596 119408 184188 85286 98902 11288 59154 35534 23620 748158 403662 365721 37941 344496 63774 280722 6663 5800 863 12628 4625 2902 117276 1723

Tree=57
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 0 0 0 1 1 0 0 0 1 1 1 1 1 0 0 0 1 1 1 0 0
split_gain=629.919 354.22 764.258 718.714 852.821 370.392 688.109 327.841 253.706 163.913 115.802 82.6304 75.7742 260.493 180.912 105.562 95.3267 93.724 118.025 89.0172 64.4595 59.022 53.367 49.4012 248.061 95.2605 19.7965 12.8581 11.6577 7.99473
threshold=8.5000000000000018 549.50000000000011 539.50000000000011 399.50000000000006 148.50000000000003 698.50000000000011 699.49500000000012 314.50000000000006 997.50000000000011 314.50000000000006 126.50000000000001 152.50000000000003 299.50000000000006 297.50000000000006 -187.49999999999997 -189.49999999999997 -65.499999999999986 179.49500000000003 100.50000000000001 14293.000000000002 198.48000000000005 598.50000000000011 63.500000000000007 -1.0000000180025095e-35 -94.499999999999986 1999.9950000000001 677.50000000000011 17897.000000000004 -136.49999999999997 -135.49999999999997
left_child=12 2 3 4 -2 10 9 22 -8 -7 26 -5 13 17 15 -15 -16 18 -1 23 -19 -12 -4 24 -14 -25 -3 28 -21 -29
right_child=1 5 7 11 -6 6 8 -9 -10 -11 21 -13 19 14 16 -17 -18 20 -20 27 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.0034522371347479779 0.0005428224310389556 0.025550709982032856 -0.073521210577854296 0.028080285168814348 -0.01978451818060397 -0.055671688492367449 0.011863760327345638 0.030305195164672206 -0.0024093015555588224 0.014085549498290479 -0.045425491121031392 -0.025765625760755806 0.0038584548631089323 -0.003863245475481069 -0.027718045660698937 0.035585505170171429 -0.001527339445968462 0.014425196337393502 -0.0026827652388857273 0.0076343019892303778 0.0045315935709358763 0.012095377976834965 -0.049606441679923355 0.0050174677808248781 0.017804502374655359 -0.010908544100556909 0.042823325790945922 -0.035427528046451745 -0.015245488783496753 -0.012746360324694173
leaf_weight=23423.013350918889 10658.65496828407 1196.3454591780901 389.16083352267742 1518.6071788966656 10001.616507634521 711.25987003743649 3574.2880124896765 114.38974569737911 24145.617466911674 95.522087082266808 83.667539224028587 74.755587548017502 29003.139643698931 1505.6106626242399 1513.9627148881555 191.10818826407194 450.89601200819016 2315.3155884817243 11783.152804322541 69.706599026918411 5697.8970479220152 95.501003161072731 582.4006063491106 2773.4836156927049 3582.417662746273 1419.5044084861875 192.59173829853535 110.11795097589493 276.54800450801849 60.032806947827339
leaf_count=285689 49097 5246 1584 6755 51920 2963 15035 502 124588 406 370 333 434488 17585 16088 2333 4676 26067 123232 502 62736 403 2573 28566 85886 6909 862 716 1958 430
internal_value=0 -0.00417825 -0.00880094 -0.00680224 -0.00929762 -0.000593184 -0.00189371 -0.049759 -0.00056889 -0.0474125 0.0230656 0.025554 0.00276293 0.00142491 -0.01138 0.000580024 -0.0217078 0.00250975 0.00139891 0.00444487 0.00739022 -0.0147655 -0.0591855 0.00473433 0.00539167 -0.000374163 0.0279458 -0.0161702 -0.0106394 -0.0274251
internal_weight=0 53434.4 23339.6 22253.6 20660.3 30094.8 28526.7 1085.95 27719.9 806.782 1568.11 1593.36 84175.9 46881 3661.58 1696.72 1964.86 43219.4 35206.2 37295 8013.21 179.169 971.561 36778.5 32585.6 4192.99 1388.94 516.405 346.255 170.151
internal_count=1360498 262637 112764 108105 101017 149873 142992 4659 139623 3369 6881 7088 1097861 538406 40682 19918 20764 497724 408921 559455 88803 773 4157 555849 520374 35475 6108 3606 2460 1146

Tree=58
num_cat=0
split_feature=0 1 1 1 1 0 1 0 0 1 0 1 1 1 1 0 1 0 1 1 0 0 0 1 0 0 0 1 0 0
split_gain=578.704 367.46 344.408 2034.99 530.161 337.182 538.753 326.122 136.274 112.191 105.935 95.8388 79.8624 899.085 119.932 76.0663 623.914 186.433 74.8974 73.4733 73.2196 45.9107 44.4936 43.2442 40.7298 20.3314 123.17 17.7601 3.10718 1.32166
threshold=-21.499999999999996 5.4900000000000011 148.50000000000003 149.45000000000002 198.48000000000005 -65.499999999999986 1.0000000180025095e-35 1.5000000000000002 -3.4999999999999996 4.995000000000001 63.500000000000007 100.50000000000001 999.50000000000011 1000.5000000000001 1871.5000000000002 -182.49999999999997 4.995000000000001 -211.49999999999997 1019.5000000000001 91.910000000000011 -12.499999999999998 -24.499999999999996 6.5000000000000009 1.0000000180025095e-35 -7.4999999999999991 -60.499999999999993 -58.499999999999993 3804.1000000000004 -17.499999999999996 -62.499999999999993
left_child=5 9 8 7 -5 12 25 -4 11 10 22 -3 15 -14 -15 17 -17 -1 21 -10 28 -8 -2 -12 -22 29 -27 -20 -11 -7
right_child=1 2 3 4 -6 6 18 -9 19 20 23 -13 13 14 -16 16 -18 -19 27 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0007860966820349215 -0.0014451896540401163 -0.0066755292718779563 -0.18761760164282382 0.018993143372767939 -0.0037512675237661125 0.0048869641711484276 0.033113085878629038 -0.05274634482646387 0.013245896187008053 -0.12739587126234578 -0.042048384919154788 -0.052623146431298375 0.049253942812920143 -0.0030043089460733054 0.0071968520351096341 0.02092181348542128 -0.0073892080162216919 0.0088157560336656095 0.018883370110715305 0.0034779799504964341 -0.0050945267803580779 0.0040991981468000652 -0.017470481511233763 0.0084677393812831805 -0.04672159629194042 -0.10508476410535515 -0.0203943034839697 0.0021462181016626979 -0.098523822229792002 -0.0079096036595938911
leaf_weight=30486.119002383202 700.64489935338497 370.36423791199923 45.97297528386116 2713.1879861652851 46014.458243988454 43.889955282211304 2168.559616163373 1788.6983091756701 2265.9928439110518 14.12203013896942 452.82515997439623 163.63001655042171 1099.9529710039496 5940.8802496865392 5594.4076262935996 2423.9654433913529 9870.2352861687541 9475.7380526587367 397.18447545170784 12798.989353634417 73.789910793304443 145.49374332465231 1134.4565610587597 46.737724602222443 288.54563491046429 47.070080503821373 488.29596178233624 263.74650841206312 27.396738469600677 37.347867608070374
leaf_count=344496 5592 4539 252 21605 258605 530 48996 12639 9748 100 4625 1782 91270 88671 71933 44025 114877 129010 8822 77035 458 3183 5952 188 1387 542 5574 3417 194 451
internal_value=0 -0.00317039 -0.0024275 -0.00443123 -0.00248484 0.00331991 0.0182328 -0.0561259 0.00406736 -0.0211181 -0.016909 -0.0207551 0.00249451 0.00606169 0.00194307 0.00163199 -0.00180731 0.00269009 0.027049 0.00494722 -0.0454509 0.0312889 -0.011352 -0.0373222 -0.0382442 -0.0243036 -0.0278404 0.0122044 -0.108344 -0.000996065
internal_weight=0 68899.8 66161.3 50562.3 48727.6 68482.9 3591.59 1834.67 15599 2738.52 2334.66 533.994 64891.3 12635.2 11535.3 52256.1 12294.2 39961.9 2974.98 15065 403.854 2314.05 1835.1 499.563 362.336 616.604 535.366 660.931 41.5188 81.2378
internal_count=1360498 404701 386205 293101 280210 955797 71515 12891 93104 18496 16357 6321 884282 251874 160604 632408 158902 473506 64418 86783 2139 52179 11544 4813 1845 7097 6116 12239 294 981

Tree=59
num_cat=0
split_feature=0 1 0 1 1 1 1 0 0 1 0 1 1 1 1 1 0 1 0 0 0 0 1 0 0 0 0 1 0 0
split_gain=523.922 333.819 311.566 495.412 311.262 1905.34 483.044 242.716 121.61 95.2849 101.468 81.9704 72.8937 860.189 109.105 71.9787 68.717 586.885 170.067 63.2814 57.0906 44.0681 41.1389 40.7081 35.6912 19.1139 22.6376 16.537 4.53614 2.68009
threshold=-21.499999999999996 5.4900000000000011 -65.499999999999986 1.0000000180025095e-35 148.50000000000003 149.45000000000002 198.48000000000005 1.5000000000000002 -4.4999999999999991 4.995000000000001 63.500000000000007 100.50000000000001 999.50000000000011 1000.5000000000001 1999.9950000000001 1019.5000000000001 -182.49999999999997 178.50000000000003 -211.49999999999997 175.50000000000003 -12.499999999999998 -24.499999999999996 1.0000000180025095e-35 6.5000000000000009 -7.4999999999999991 -26.499999999999996 -45.499999999999993 3804.1000000000004 -24.499999999999996 -15.499999999999998
left_child=2 9 12 25 8 7 -7 -6 11 10 23 -3 16 -14 -15 21 18 -18 -1 -10 29 -5 -12 -2 -22 26 -4 -17 -27 -11
right_child=1 4 3 15 5 6 -8 -9 19 20 22 -13 13 14 -16 27 17 -19 -20 -21 24 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00074727453296431236 -0.0013716161986416697 -0.0066149879286273227 -0.029845721388233951 0.032407819836867184 -0.16373847466833391 0.018279539145735737 -0.0035604053321669307 -0.051916040638234656 0.0037795900018347049 -0.087236131229525879 -0.041310004994169564 -0.049889637054521048 0.049157091759190114 -0.0025842790058000801 0.007190241082196111 0.018256853668157286 0.010903524652730433 -0.011160767889548187 0.0084385646686584558 0.016335185252230971 -0.0048247671441950541 0.0039084755040612899 0.0080482597897864171 -0.016716078271971864 -0.043683862059825912 -0.044446483689713254 -0.010186657665951875 0.0020425074225239766 -0.080288414590852605 -0.11336879055041769
leaf_weight=30466.942515160888 701.29923636466265 349.04641553014517 300.32389236986637 2106.5550300255418 49.928768821060658 2679.0388632565737 46055.999205831438 1727.9852612391114 13993.280492611229 29.921635240316391 438.24544333666563 159.40202466398478 1048.3176545333117 6294.3811573274434 5224.6439550295472 390.44844974949956 5270.9945594482124 7037.7546707764268 9406.1442955397069 1081.0884360224009 74.013943940401077 144.9773308839649 46.715608134865761 1126.5779343545437 293.05879952013493 30.305857211351395 285.77733631432056 263.29360865056515 12.455805391073225 14.597728103399275
leaf_count=344496 5592 4293 3424 48996 252 21605 258605 12639 82697 197 4625 1675 91270 94690 65914 8822 80933 77969 129010 4439 458 3183 188 5952 1387 309 3237 3417 127 97
internal_value=0 -0.00301584 0.00316592 0.0176224 -0.00230884 -0.0042146 -0.00235983 -0.0550563 0.00386883 -0.0201679 -0.0162233 -0.0201819 0.00237686 0.00579536 0.00184912 0.026332 0.00155355 -0.00171214 0.00256167 0.00468004 -0.0423337 0.0305727 -0.0365554 -0.0108289 -0.0358486 -0.0226147 -0.0202602 0.0117266 -0.0548867 -0.0958049
internal_weight=0 68820.2 68283.3 3534.14 66095.8 50513 48735 1777.91 15582.8 2724.43 2312.84 508.448 64749.2 12567.3 11519 2905.27 52181.8 12308.7 39873.1 15074.4 411.592 2251.53 484.961 1827.88 367.073 628.863 586.101 653.742 42.7617 44.5194
internal_count=1360498 404701 955797 71515 386205 293101 280210 12891 93104 18496 16357 5968 884282 251874 160604 64418 632408 158902 473506 87136 2139 52179 4813 11544 1845 7097 6661 12239 436 294

Tree=60
num_leaves=28
num_cat=0
split_feature=0 1 1 1 0 1 1 1 1 1 1 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0
split_gain=478.452 349.479 638.947 485.384 479.984 513.096 255.501 131.016 70.877 106.751 69.5301 79.9094 222.401 142.82 86.2946 49.8984 273.307 153.952 34.6043 26.0594 13.5429 11.4416 10.4794 15.3319 19.1902 6.88355 0.239866
threshold=8.5000000000000018 1100.5000000000002 999.50000000000011 1000.5000000000001 336.50000000000006 258.50000000000006 397.50000000000006 120793.00000000001 6899.5000000000009 3399.5000000000005 14798.500000000002 299.50000000000006 297.50000000000006 -187.49999999999997 179.49500000000003 -135.49999999999997 -152.49999999999997 -1.0000000180025095e-35 1098.2500000000002 190.50000000000003 3634.5000000000005 44.500000000000007 -308.49999999999994 -136.49999999999997 -135.49999999999997 -160.49999999999997 236.50000000000003
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
left_child=10 2 4 21 5 -2 -6 8 9 -3 11 12 14 -14 -1 16 -13 -17 -5 -10 26 -4 -12 25 -25 -24 -9
right_child=1 7 3 18 6 -7 -8 20 19 -11 22 15 13 -15 -16 17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28
leaf_value=0.0010967822966735728 -0.0093662877042935324 0.00037012509766978818 -0.050131732894782913 0.00086576671093976433 -0.00084149203322112496 0.0043720788038697014 -0.040888520579373894 -0.0082482424437985199 -0.0083310171905579804 0.0092508465967979497 -0.10692548454516491 0.0048236638495587625 0.00013122993193865414 -0.019599808261469686 0.006871695279977396 0.012606182502214605 -0.012148655825726891 2.1603024480662827e-05 -0.02809289557246309 -0.00087154788629290221 -0.040181042061579575 -0.0012556387988783707 -0.017521292384217978 -0.030434836862409699 -0.006031313034240547 0.014911654987880319 0.0045129096665542691
leaf_weight=34960.413596186787 15333.467688441277 9125.2216669023037 1452.5971080362797 775.61945368349552 563.81637275218964 12206.507095322013 1356.5759467184544 4.7347423732280758 1511.2202766090631 5378.3355309218168 3.2730617225170127 23958.753689226694 1684.0508990958333 2013.8639130890369 7937.6935990564525 5755.3921447666362 2632.6028550900519 4206.3983370065689 118.98611699044704 5197.8489330857992 208.08160198479891 12.073377043008803 24.902825832366943 219.62587070465088 127.22562252730131 47.689121901988983 16.567780748009682
leaf_count=408921 77403 45795 13314 3662 3508 52405 6434 21 7490 26907 22 366106 19918 20764 88803 125561 29370 35490 553 23133 1883 49 171 1444 947 344 80
internal_value=0 -0.00364266 -0.0069674 -0.0320045 -0.00496235 -0.00327705 -0.0291309 0.00129121 0.00169764 0.00366335 0.00242119 0.00252402 0.00115115 -0.0106142 0.00216535 0.00427407 0.00314337 0.0072923 -0.00298585 -0.0025518 -0.0362938 -0.0497288 -0.0178058 -0.0171103 -0.0214836 0.00378546 0.00167659
internal_weight=0 53261.7 31819.6 2359.28 29460.4 27540 1920.39 21442 21212.6 14503.6 83571.9 83149.2 46596 3697.91 42898.1 36553.1 26591.4 9961.79 894.606 6709.07 229.384 1464.67 422.717 419.443 346.851 72.5919 21.3025
internal_count=1360498 262637 157328 17578 139750 129808 9942 105309 103325 72702 1097861 1094933 538406 40682 497724 556527 395476 161051 4215 30623 1984 13363 2928 2906 2391 515 101

Tree=61
num_cat=0
split_feature=0 1 1 1 1 0 1 0 0 1 1 1 0 0 1 0 1 0 0 0 0 1 0 1 1 0 0 1 1 0
split_gain=434.977 300.301 293.43 1774.88 452.986 284.107 313.152 186.572 112.346 83.6265 83.1855 81.7868 96.8432 81.4039 216.125 101.163 67.0198 61.6971 46.8539 70.9364 43.628 39.5392 35.1774 34.1459 31.6458 30.547 20.3167 16.0548 13.7195 12.5618
threshold=-21.499999999999996 5.4900000000000011 148.50000000000003 149.45000000000002 179.49500000000003 -58.499999999999993 1.0000000180025095e-35 1.5000000000000002 -1.4999999999999998 100.50000000000001 1141.5000000000002 4.995000000000001 63.500000000000007 -60.499999999999993 149.45000000000002 -65.499999999999986 999.50000000000011 22.500000000000004 4.5000000000000009 -1.4999999999999998 -24.499999999999996 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 91.910000000000011 28.500000000000004 -26.499999999999996 1164.5000000000002 1000.5000000000001 -30.499999999999996
left_child=5 11 8 7 -5 13 26 -4 9 -3 20 12 22 15 24 16 -1 -10 19 -13 -8 -14 -2 -17 -15 -20 29 -12 -16 -7
right_child=1 2 3 4 -6 6 10 -9 17 -11 27 18 21 14 28 23 -18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013555541550387246 -0.0013576322520373752 -0.0045238660503461323 -0.14628127794549406 0.021196693731104541 -0.0031698069348337441 -0.017609583439256466 0.032387803334130418 -0.051005172893338037 0.0024042793650036641 -0.043366015463799576 -0.064080653679983099 -0.035951011118495232 -0.04045176434469612 -0.10998105789355797 0.043008092587148467 0.00049799896367416318 0.0054367241659508021 0.0091091756427188753 -0.014523388031605923 -0.094330061834123707 0.0038612595026147308 0.0080245814514132586 -0.01564841377856321 0.036976827638302449 -0.044636474080269703 -0.12307049462803732 -0.05000586631023729 0.0086098062412420431 -0.0042906635029381452 0.0084610884038654067
leaf_weight=52003.987807072699 701.42368382960558 454.25241093337536 53.023844167590141 1988.7000708729029 46647.755366582423 407.50034425407648 1785.2785964217037 1660.1920395568013 9582.8585863262415 199.40135034173727 7.7131775170564643 177.61941547691822 422.06888387352228 56.361022517085075 51.597247073426843 83.23282328248024 12471.959477202035 5344.5323397368193 160.60139486193657 73.59522607922554 144.91093476675451 46.719935238361359 1115.3595044612885 279.80204405635595 27.602497555315495 6.7540176510810843 44.582305110991001 500.30261288955808 21.81245880946517 52.114016711711884
leaf_count=632408 5592 5403 252 15370 264840 4552 42424 12639 62659 2011 164 1080 4625 608 1821 981 251874 23031 659 372 3202 188 5952 6478 498 28 436 9296 469 586
internal_value=0 -0.00274961 -0.00207981 -0.00393538 -0.00217348 0.00289397 0.0180906 -0.053954 0.00391642 -0.0163729 0.0255081 -0.0190803 -0.0153591 0.00220602 -0.033711 0.0022932 0.002145 0.00480487 -0.0393997 -0.0530536 0.0302461 -0.0356206 -0.010131 0.0286133 -0.0884994 -0.0189041 -0.0177795 0.00750615 0.0289541 -0.0146535
internal_weight=0 68634.9 65930.7 50349.7 48636.5 67938.8 2942.4 1713.22 15581 653.654 2438.21 2704.14 2285.57 64996.4 157.373 64839 64475.9 14927.4 418.57 251.215 1930.19 468.789 1816.78 363.035 83.9635 167.355 504.197 508.016 73.4097 459.614
internal_count=1360498 404701 386205 293101 280210 955797 60660 12891 93104 7414 55086 18496 16357 895137 3396 891741 884282 85690 2139 1452 45626 4813 11544 7459 1106 687 5574 9460 2290 5138

Tree=62
num_cat=0
split_feature=0 1 1 1 1 1 1 0 0 1 1 1 1 1 0 0 1 1 0 1 1 1 1 0 0 0 1 0 1 1
split_gain=401.428 322.667 306.477 1122.7 1503.82 605.829 334.17 131.944 129.526 94.0352 63.4288 70.9286 61.5191 144.085 79.8322 61.2098 46.4727 71.6491 67.5581 43.2456 139.192 103.619 18.8232 10.9782 16.7873 12.657 6.6918 5.70961 7.56958 4.38492
threshold=8.5000000000000018 1360.5000000000002 148.50000000000003 199.49500000000003 198.48000000000005 324.50000000000006 1.0000000180025095e-35 11.500000000000002 354.50000000000006 120793.00000000001 14293.000000000002 420.50000000000006 297.50000000000006 299.50000000000006 -215.49999999999997 63.500000000000007 6393.5000000000009 3399.5000000000005 222.50000000000003 5594.5000000000009 5992.5000000000009 2670.9950000000003 3000.5000000000005 -135.49999999999997 -136.49999999999997 -308.49999999999994 16601.050000000003 -87.499999999999986 15593.500000000002 14798.500000000002
left_child=10 2 6 4 -4 -5 15 -8 16 22 11 12 14 -14 -1 -2 17 -3 -18 21 -21 -13 -10 24 25 -12 -26 28 -25 -29
right_child=1 8 3 5 -6 -7 7 -9 9 -11 23 19 13 -15 -16 -17 18 -19 -20 20 -22 -23 -24 27 26 -27 -28 29 -30 -31
leaf_value=-0.00052199872892068301 -0.015930937573161677 0.0028204516753202514 -0.01070000060412833 0.016091603993545683 -0.071893419714104428 -0.0081475300589358614 -0.016114861375415755 0.0057158224430636194 -0.012022014637838923 -0.038086579109132657 -0.095476479700359385 0.0041421655618884791 -0.010096184160222765 0.0025138346577279307 0.0038568625589664621 -0.039718630776730185 -0.0060131965293856856 0.01157146851164419 0.0064011395355273518 -0.038162650771326523 0.0017829062336576385 0.018474687308514006 -0.0025285684025021728 -0.028037499403652161 -0.018135716124146151 0.001534157622686745 -0.033656541885367 0.016888402346911711 0.043865773233945804 -0.010753274560671147
leaf_weight=17906.822050504386 799.31723316013813 6238.9418328404427 2854.0181961730123 3081.9183572977781 1548.8247785121202 15760.869403779507 752.5902194082737 8617.5204001367092 598.49320414662361 208.11706631630659 3.4859454035758963 26546.333797499537 3722.8284639753401 5786.1026112064719 24857.701355084777 408.70804533362389 2289.5068909227848 3741.8680662512779 2102.0874453336 240.56911298632622 2332.9588272050023 1323.9523201361299 4092.7438779473305 5.1530195176601437 137.87932100892067 94.772158533334732 139.92376527190208 16.466742880642414 12.635515093803404 111.47504875808954
leaf_count=199623 4504 32066 21335 13041 6999 77467 3129 36839 2577 1914 22 445947 40682 65943 298101 4625 11294 19469 10190 1772 19093 23094 17188 39 918 680 893 133 93 828
internal_value=0 -0.00334176 -0.00628393 -0.00949458 -0.0322265 -0.00418299 0.00077151 0.00396242 0.00182203 -0.00519871 0.0022222 0.00233182 0.00121447 -0.0024231 0.0020233 -0.023979 0.0042153 0.00610126 -7.09309e-05 0.00425037 -0.00195114 0.00482302 -0.00373971 -0.0151558 -0.0196705 -0.00190753 -0.0259532 -0.00350535 0.0230367 -0.00719565
internal_weight=0 53095.5 33823.8 23245.6 4402.84 18842.8 10578.1 9370.11 19271.8 4899.35 83239.1 82717.3 52273.5 9508.93 42764.5 1208.03 14372.4 9980.81 4391.59 30443.8 2573.53 27870.3 4691.24 521.792 376.061 98.2581 277.803 145.73 17.7885 127.942
internal_count=1360498 262637 167939 118842 28334 90508 49097 39968 94698 21679 1097861 1094255 604349 106625 497724 9129 73019 51535 21484 489906 20865 469041 19765 3606 2513 702 1811 1093 132 961

Tree=63
num_cat=0
split_feature=0 1 0 1 1 1 1 0 0 1 1 0 0 1 0 1 1 1 0 0 1 1 0 0 1 0 0 1 0 0
split_gain=367.927 263.413 260.218 290.44 241.043 1658.38 419.842 147.362 100.96 80.2699 73.4948 86.2937 71.9133 181.382 93.7741 61.6906 60.2174 59.198 45.0935 43.6444 35.8532 32.8545 30.119 29.1338 23.6798 19.4272 17.2218 13.2277 11.154 3.4232
threshold=-21.499999999999996 5.4900000000000011 -58.499999999999993 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 1.5000000000000002 -3.4999999999999996 1019.5000000000001 4.995000000000001 63.500000000000007 -60.499999999999993 149.45000000000002 -65.499999999999986 91.910000000000011 5394.5000000000009 100.50000000000001 -12.499999999999998 -24.499999999999996 1.0000000180025095e-35 10.985000000000001 -7.4999999999999991 6.5000000000000009 91.910000000000011 -33.499999999999993 -26.499999999999996 1000.5000000000001 -30.499999999999996 -24.499999999999996
left_child=2 10 12 26 8 7 -7 -6 17 19 11 23 14 24 16 -10 -1 -3 -12 -5 -13 -16 -20 -2 -14 -11 28 -15 -4 -28
right_child=1 4 3 9 5 6 -8 -9 15 25 18 20 13 27 21 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0022717998227912142 -0.0014848880218284568 -0.0060021872810176336 -0.016733046122725016 0.03199427381325206 -0.13307894810884563 0.020696853151135161 -0.0028726700465003564 -0.050113796423740781 0.011932965958277723 0.0012235594945637111 -0.082585071092682899 -0.038986829963174596 -0.09616632883215899 0.04248014082160359 0.0011434637048411901 0.0029604697491678778 -0.0054303556287706662 -0.040763668751536697 -0.0029517114382880492 0.0032378321777592166 0.0073440625526846187 0.036537093506893097 -0.038247632010651761 -0.014527972341942363 -0.041063306937984781 0.021099679570791993 -0.037159867423406677 -0.0042468413109576627 0.0079263127063553783 -0.066953734486322219
leaf_weight=61612.533904850483 700.29220125824213 374.04832762479782 412.00819085538387 1683.9868593877181 55.382050581276417 1969.2297393009067 46607.18077039998 1593.8442377895117 2255.1239442899823 363.61209399998188 48.089915856719017 395.88844443112612 61.215014472603798 49.499992777593434 87.044491544365883 12728.825974836946 2646.6965691633523 182.10197860002518 75.590524762868881 143.16409101709723 46.680396214127541 265.73094926029444 301.57623727619648 1101.6125679016113 28.608909852802753 185.73651129007339 32.469632841646671 21.822854164987803 51.600600942969322 13.712443500757216
leaf_count=863812 5592 4539 4552 41413 252 15370 264840 12639 9748 6889 294 4625 608 1821 1030 77035 20470 1782 458 3183 188 6429 1387 5952 498 3601 309 469 586 127
internal_value=0 -0.00253251 0.00266705 0.0173564 -0.00190751 -0.00359127 -0.00191719 -0.0528998 0.00353443 0.0247024 -0.0179287 -0.0143177 0.0020125 -0.0313473 0.0020957 0.00431085 0.00195456 -0.0173842 -0.0369876 0.0297411 -0.0341 0.027804 -0.0311737 -0.00945891 -0.078616 0.00794374 -0.0168889 0.028183 -0.0139884 -0.0460063
internal_weight=0 68435.5 67659.4 2886.29 65765.7 50225.6 48576.4 1649.23 15540.1 2376.5 2669.73 2244.47 64773.2 161.147 64612 14983.9 64259.2 556.15 425.257 1827.15 442.569 352.775 377.167 1801.9 89.8239 549.349 509.791 71.3228 463.609 46.1821
internal_count=1360498 404701 955797 60660 386205 293101 280210 12891 93104 55086 18496 16357 895137 3396 891741 86783 884282 6321 2139 44596 4813 7459 1845 11544 1106 10490 5574 2290 5138 436

Tree=64
num_cat=0
split_feature=0 1 1 1 1 1 1 0 1 0 0 1 0 1 0 0 0 1 1 1 1 1 1 0 1 1 0 1 0 0
split_gain=335.006 306.639 700.143 647.706 793.257 341.48 623.051 308.494 236.913 156.287 96.9082 81.1759 62.4021 173.323 58.633 55.4107 241.581 261.3 162.425 130.709 127.95 54.6448 54.2374 43.1959 42.307 91.5197 21.6368 18.9913 10.9317 3.01011
threshold=8.5000000000000018 549.50000000000011 539.50000000000011 399.50000000000006 324.50000000000006 698.50000000000011 699.49500000000012 314.50000000000006 997.50000000000011 314.50000000000006 126.50000000000001 477.50000000000006 -284.49999999999994 10.985000000000001 -304.49999999999994 -24.499999999999996 -58.499999999999993 1.0000000180025095e-35 5.4900000000000011 4.995000000000001 1.0000000180025095e-35 99.490000000000023 598.50000000000011 63.500000000000007 99.490000000000023 129.49000000000004 -308.49999999999994 585.46500000000003 -292.49999999999994 358.50000000000006
left_child=12 2 3 4 -2 10 9 23 -8 -7 27 -5 13 14 -1 16 20 -18 19 -17 -14 -20 -12 -4 26 -26 -15 -3 -16 -9
right_child=1 5 7 11 -6 6 8 29 -10 -11 22 -13 15 24 28 18 17 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0018930174046667407 -0.0043708724926959331 0.040350224826560761 -0.068914876288154903 0.010833427618537086 -0.035738484763377189 -0.052694520894479069 0.012274934852519331 0.033940861132314502 -0.0015141903554285786 0.015717842613543836 -0.042001581283662763 0.034118169283542561 0.0091749617804325716 -0.0093291188035033688 -0.022396933861057393 -0.0083178144900889466 -0.01454352317355357 0.025516730708456243 0.0055896174216311691 -0.046639451853871701 0.0016427898373084779 -0.000914786278113711 0.013721574539777869 -0.047312348506635349 -0.044620942464390946 -0.00055786334079068606 0.0090903197936252431 0.02479653645252905 -0.034220589070296091 0.0089798608854352886
leaf_weight=297.58170158416033 17901.719396628439 236.6439483165741 389.55619013309479 604.06441728770733 2271.2553152143955 702.60193367302418 3576.0468264967203 100.22178591787815 24159.828290894628 94.739082187414169 80.998924106359482 984.08492538332939 6346.6625311076641 176.64570622891188 415.65395617485046 874.53599414229393 502.20958249270916 2148.3541573137045 4871.3909459784627 298.44975414872169 50509.9079171177 9577.7232868336141 94.750829517841339 569.99735552072525 120.81524880230427 4790.5688267573714 1636.2716102600098 1150.0000610351562 369.07107828557491 13.733126223087309
leaf_count=2421 90472 1077 1584 2695 10545 2963 15035 440 124588 406 370 4393 95524 1769 3176 6563 5447 51291 43147 1654 710108 94622 403 2573 1215 58250 19840 5031 2834 62
internal_value=0 -0.00305772 -0.00742676 -0.00548217 -0.00790252 0.000257236 -0.000989058 -0.0468456 0.000263672 -0.0445658 0.0230177 0.0252616 0.00203358 -0.00222115 -0.0207913 0.00247569 0.00317143 0.0179264 -0.000174504 -0.0180682 0.00248357 0.00127812 -0.0119599 -0.0560825 0.000767799 -0.00164177 0.00729558 0.0274509 -0.0279578 0.0309327
internal_weight=0 52930.2 22834.6 21761.1 20173 30095.6 28533.2 1073.51 27735.9 797.341 1562.39 1588.15 82935.8 7806.61 1082.31 75129.2 59507.1 2650.56 15622.1 1172.99 56856.6 14449.1 175.75 959.554 6724.3 4911.38 1812.92 1386.64 784.725 113.955
internal_count=1360498 262637 112764 108105 101017 149873 142992 4659 139623 3369 6881 7088 1097861 89505 8431 1008356 862370 56738 145986 8217 805632 137769 773 4157 81074 59465 21609 6108 6010 502

Tree=65
num_cat=0
split_feature=0 1 1 0 1 1 1 1 1 0 1 1 0 1 1 1 0 0 1 1 0 1 0 1 0 0 1 0 0 0
split_gain=303.796 241.733 1268.4 489.533 1100.81 395.681 110.027 80.1511 655.21 502.259 110.239 350.822 121.898 51.4019 238.737 91.8703 48.5667 34.2378 189.88 95.5553 235.381 148.391 62.4503 31.0971 11.5155 9.73938 7.37159 4.59734 0.599141 0.131034
threshold=4.5000000000000009 1000.5000000000001 999.50000000000011 44.500000000000007 350.49500000000006 899.50000000000011 19495.500000000004 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 1871.5000000000002 2000.5000000000002 -83.499999999999986 2000.5000000000002 1897.5000000000002 6598.5000000000009 3634.5000000000005 -282.49999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -85.499999999999986 14.995000000000003 -283.49999999999994 99.490000000000023 44.500000000000007 3523.5000000000005 120793.00000000001 -15.499999999999998 19.500000000000004 336.50000000000006
left_child=7 2 3 4 -2 -5 13 17 9 27 12 -12 -10 14 -3 -15 25 18 22 20 -19 -21 -1 -20 28 -8 -18 -9 -4 -26
right_child=1 6 24 5 -6 -7 16 8 10 -11 11 -13 -14 15 -16 -17 26 19 23 21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.017922527833428233 -0.0039700182160905253 0.0033605003143889465 -0.050221627357499937 -0.013628085936037093 0.024815195779953659 0.01779481649548947 -0.01001195839865323 0.049165660989189022 -0.0053272394113687881 -0.04642274938802933 0.033234387668215702 0.0014587455569395706 0.014747762401325637 0.0071016043369058679 -0.017332128474252112 -0.00083831104097794587 -0.019098880091453139 0.011622120154056201 0.0068961006770770165 -0.01971206932164974 -0.011745229900865713 0.0013964969662695918 -0.084823191979655502 -0.00058331725992033306 -0.0055092203248163678 0.012405192870554188 -0.038441394620003046 0.037746148880824087 -0.048227604695086863 0.004908139924319127
leaf_weight=1174.8092191070318 18006.664587929845 6326.0946849286556 930.31406878679991 11727.004922375083 4072.5136100277305 1095.4060256928205 671.92724512517452 1165.8405867982656 5594.1028642766178 157.40384516119957 1038.7815241552889 5303.2897225096822 874.37665167078376 8618.5551659315825 1787.8209478110075 6310.9346548914909 65.905444890260696 5755.2917261272669 1963.1963084042072 848.24992866814137 1325.976070150733 45088.79027986899 35.950416773557663 4757.3344080373645 6.1634574830532056 52.217198297381401 195.00488418340683 95.343553517013788 633.05292680859566 5.916070818901062
leaf_count=9005 96806 31564 8736 53832 21433 4417 2901 111101 83238 2132 19325 65961 15664 43457 8013 29088 264 88080 23548 8253 15893 549272 262 53845 25 211 1883 6175 6090 24
internal_value=0 -0.00258911 -0.00515415 -0.00317323 0.00133943 -0.0109437 0.00130481 0.0021706 0.00554949 0.0377918 0.0019791 0.00666335 -0.0026136 0.00200435 -0.00119892 0.00374527 -0.0150596 0.00138178 -0.00168215 0.00184013 0.00724656 0.00100672 -0.019909 0.00160156 -0.0490384 -0.00839548 -0.0335555 0.0483024 -0.0494142 -0.000407213
internal_weight=0 60505.5 36477 34901.6 22079.2 12822.4 24028.5 75178.7 14229.1 1418.59 12810.6 6342.07 6468.48 23043.4 8113.92 14929.5 985.055 60949.6 7931.29 53018.3 7081.27 45937 1210.76 6720.53 1575.45 724.144 260.91 1261.18 1563.37 12.0795
internal_count=1360498 308744 191363 176488 118239 58249 117381 1051754 303596 119408 184188 85286 98902 112122 39577 72545 5259 748158 86660 661498 103973 557525 9267 77393 14875 3112 2147 117276 14826 49

Tree=66
num_cat=0
split_feature=0 1 0 1 1 1 1 1 1 0 1 1 1 1 0 1 0 1 1 0 0 0 0 1 1 0 0 0 0 0
split_gain=278.534 261.551 288.827 359.904 731.994 435.626 301.024 559.493 110.399 58.3953 55.0441 63.0931 80.7047 261.524 72.9414 49.9626 49.2312 49.1298 37.9796 35.2007 183.354 59.8598 13.0927 9.9215 9.59581 8.37839 11.6314 5.70865 6.43498 4.59286
threshold=8.5000000000000018 1299.5000000000002 336.50000000000006 999.50000000000011 1000.5000000000001 258.50000000000006 399.50000000000006 397.50000000000006 17897.000000000004 371.50000000000006 14293.000000000002 749.50000000000011 1008.5000000000001 999.50000000000011 6.5000000000000009 6598.5000000000009 3634.5000000000005 3547.0000000000005 802.50000000000011 -213.49999999999997 -206.49999999999997 -235.49999999999997 3523.5000000000005 120793.00000000001 17897.000000000004 -136.49999999999997 -128.49999999999997 -135.49999999999997 -11.499999999999998 -308.49999999999994
left_child=10 2 3 5 -5 -2 7 -4 9 15 11 19 13 -13 -14 -3 22 -11 -8 21 -21 -1 -10 -18 25 -12 -27 29 -29 -26
right_child=1 8 6 4 -6 -7 18 -9 16 17 24 12 14 -15 -16 -17 23 -19 -20 20 -22 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.00083941681954078804 -0.0079612859428532298 0.0058792910873792445 0.00088796056754289151 -0.048515430701719049 -0.0026344501297052673 0.0047597266625659081 -0.0089959460373572886 -0.065109918696421507 -0.0091449849580992389 -0.016234946949678898 0.0062430192483931227 0.0030022439864258199 0.0017367540560444693 0.026308633073781715 0.026714748650967603 -0.00059870268054149219 -0.015924708823734059 -0.00037973696487706256 0.014091073125844783 0.014641075009612564 0.0011672409254120714 -0.0056069240998640546 0.010371789888282855 -0.037644360157201101 -0.085158054498077923 -0.019721104507004889 0.0027020076371727605 0.0077912208404350347 -0.025165957623119902 -0.028514129144480468
leaf_weight=22808.923636995256 15101.980689160526 10906.581663921475 547.21579357236624 1336.5964255705476 2486.6426382660866 12139.849082008004 358.9757068157196 777.23204362392426 957.4896225631237 593.75664635002613 68.284276619553566 4570.6754752658308 13530.431246940047 1633.9424506481737 298.73310329020023 4093.6838042140007 72.795952573418617 2758.3809513896704 353.61319114267826 2739.5346727222204 32229.927289292216 4276.3996117860079 94.40438424050808 189.32252474874258 3.6974371373653403 201.16344836354256 81.169674597680569 25.430742099881172 35.468014627695084 111.36874620616436
leaf_count=255421 77403 56184 3508 13339 11946 52405 1571 4163 4183 2537 502 57747 184696 122944 1719 19717 292 11632 1489 43428 378005 50295 385 1883 22 1320 638 199 231 694
internal_value=0 -0.00279124 -0.00550453 -0.00430855 -0.0186743 -0.00229239 -0.0237434 -0.0378419 0.0017757 0.00277811 0.00185899 0.00196236 0.004402 0.00913982 0.00227632 0.0041114 -0.0122246 -0.00318813 0.00246069 0.00117475 0.00222279 -0.000178372 -0.00739341 -0.0316123 -0.014255 -0.00947342 -0.0132745 -0.0237826 -0.0114034 -0.0303343
internal_weight=0 52768.5 33102.1 31065.1 3823.24 27241.8 2037.04 1324.45 19666.4 18352.4 82615.1 82088.6 20033.8 6204.62 13829.2 15000.3 1314.01 3352.14 712.589 62054.8 34969.5 27085.3 1051.89 262.118 526.582 350.617 282.333 175.965 60.8988 115.066
internal_count=1360498 262637 165824 155093 25285 129808 10731 7671 96813 90070 1097861 1094255 367106 180691 186415 75901 6743 14169 3060 727149 421433 305716 4568 2175 3606 2460 1958 1146 430 716

Tree=67
num_cat=0
split_feature=0 1 1 1 1 1 1 1 0 1 0 1 0 0 1 1 0 1 1 0 1 0 1 1 0 1 0 0 0 0
split_gain=260.341 644.677 652.5 1482.33 1277.69 269.201 128.27 600.361 846.692 90.1709 80.1065 194.548 178.979 80.0383 596.486 915.931 147.118 848.176 217.741 145.166 67.2604 56.6076 47.7486 85.584 29.2887 22.6686 14.7166 4.52898 3.87512 0.144426
threshold=44.500000000000007 699.49500000000012 198.48000000000005 199.49500000000003 397.50000000000006 1.0000000180025095e-35 350.49500000000006 347.50000000000006 -21.499999999999996 120793.00000000001 -26.499999999999996 178.50000000000003 -58.499999999999993 -87.499999999999986 997.50000000000011 1000.5000000000001 -154.49999999999997 396.50000000000006 1999.9950000000001 5.5000000000000009 14.995000000000003 59.500000000000007 790.50000000000011 802.50000000000011 -266.49999999999994 749.50000000000011 3634.5000000000005 91.500000000000014 4.5000000000000009 662.50000000000011
left_child=6 2 5 27 -5 21 7 10 24 22 12 -12 -1 16 19 -16 18 -18 -8 -15 -7 -2 25 -24 -9 -3 29 -4 -10 -11
right_child=1 9 3 4 -6 20 13 8 28 26 11 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00098420476578185462 0.032717703555724204 0.011964245209920871 -0.069946712799196176 0.033147021696275536 -0.024701414106492639 -0.0029318321071581167 0.0020327571322425312 -0.013564033183307339 -0.084680390563191155 0.010566689984855049 -0.0047997181445687638 0.0053738769685104226 0.018438454922582764 0.0078802763404454794 -0.031893597660222477 0.0074502330081128226 -0.11738676528983596 -0.0020143480763445856 0.018524832560403021 0.02440902005998765 0.016076670096686639 -0.037398198449235164 -0.025886398606343494 0.0010590404789131997 0.03205977401774348 0.041226524333225975 -0.036851563056616486 -0.049944705362704456 -0.11912778633557233 0.001691428027246255
leaf_weight=35292.060723830014 31.118598833680153 276.26508629322052 1346.4867707192898 1240.6156441420317 4139.009058624506 619.50008197128773 20149.946183534339 46.318580612540245 8.4454288855195028 13.835831746459009 17187.911306910217 6467.2712484747171 1532.5035449676216 2039.4430773220956 1976.0102967368439 5884.5792628452182 164.32994857430458 5206.782602744177 2222.0828116089106 3810.110910281539 1870.5701110735536 384.03110005706549 298.64043615758419 22265.221806958318 146.2386266887188 87.033307760953903 183.86550623178482 28.908038109540939 245.15890048444271 6.8547412455081931
leaf_count=438815 174 1116 6348 5377 18720 2511 313810 519 76 66 112263 44992 24273 31357 49491 54102 1784 74785 38139 18967 7750 4671 1207 104019 1719 350 1883 146 1037 31
internal_value=0 -0.00383344 -0.0146819 -0.0232039 -0.0113608 0.00513294 0.00128567 -0.00017417 -0.0579617 0.000697073 0.000252131 -0.00201828 0.00171059 0.00343126 0.00655659 -0.0024401 0.00188678 -0.00554418 0.00367082 0.0186463 0.0113476 -0.0321425 0.000991943 0.000702408 0.0210852 0.0189744 -0.0323527 -0.0695263 -0.117981 0.00762634
internal_weight=0 32792 9660.24 6755.02 5379.62 2905.22 102379 60925.9 446.162 23131.7 60479.7 23655.2 36824.6 41453.3 13710.1 7860.59 27743.1 5371.11 22372 5849.55 2490.07 415.15 22927.2 22563.9 192.557 363.298 204.556 1375.39 253.604 20.6906
internal_count=1360498 154369 45697 30591 24097 15106 1206129 623694 3351 108672 620343 157255 463088 582435 153917 103593 428518 76569 351949 50324 10261 4845 106692 105226 2238 1466 1980 6494 1113 97

Tree=68
num_cat=0
split_feature=0 1 1 1 1 1 1 1 0 0 0 1 1 0 0 1 1 0 1 0 1 0 1 1 1 0 1 1 0 0
split_gain=235.951 587.948 595.047 1397.99 1154.87 247.572 116.37 537.328 737.213 84.7968 73.2495 543.735 838.426 133.139 132.554 690.412 200.86 72.3421 175.57 164.608 60.9498 52.6981 42.4142 78.0853 30.4983 27.3208 20.534 15.0216 4.34459 4.26767
threshold=44.500000000000007 699.49500000000012 198.48000000000005 199.49500000000003 397.50000000000006 1.0000000180025095e-35 350.49500000000006 347.50000000000006 -21.499999999999996 3634.5000000000005 -87.499999999999986 997.50000000000011 1000.5000000000001 5.5000000000000009 -154.49999999999997 396.50000000000006 1999.9950000000001 -26.499999999999996 178.50000000000003 -58.499999999999993 14.995000000000003 59.500000000000007 790.50000000000011 802.50000000000011 12994.500000000002 -266.49999999999994 749.50000000000011 13597.500000000002 91.500000000000014 4.5000000000000009
left_child=6 2 5 28 -5 21 7 17 25 22 14 13 -13 -12 16 -16 -8 19 -19 -1 -7 -2 26 -24 -11 -9 -3 -26 -4 -10
right_child=1 9 3 4 -6 20 10 8 29 24 11 12 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00093576280732389147 0.030537448830360928 0.011374531957780799 -0.068400686951979789 0.031249360996220405 -0.023635787217138538 -0.0027844048418782471 0.001934470033001184 -0.012743114927345815 -0.075481412754461963 -0.0028326178344042956 0.0075381832137566404 -0.03076364609925656 0.0071089716163505214 0.023430116002026588 -0.10147026599856729 -0.0019105917981873805 0.017890582611219268 -0.0045527339626075932 0.0051195681765792657 0.017801543977734504 0.01531440240414461 -0.036656898686587704 -0.024570642062850805 0.0011585279525114973 -0.064111769481354219 0.031280292307556259 0.039249710935931666 -0.026467282196624982 -0.048582077658688876 -0.11055087242716682
leaf_weight=35263.821694064885 31.658846125006676 276.06384217739105 1309.0253666192293 1249.9073714017868 4110.088508695364 619.68120363354683 20115.930408164859 46.823892466723919 8.9858771562576276 154.99496734142303 2025.754005830735 1946.9181975554675 5859.371899869293 3771.8264225125313 180.14850506931543 5214.8497526310384 2186.7333561629057 17213.652564518154 6449.564226757735 1508.5879433490336 1865.6220843568444 372.5025337934494 298.8938804268837 22005.316231533885 29.423999026417732 142.48512799665332 86.850391030311584 266.71426972001791 28.2497698366642 250.81100730597973
leaf_count=438815 174 1116 6348 5377 18720 2511 313810 519 76 651 31357 49491 54102 18967 1784 74785 38139 112263 44992 24273 7750 4671 1207 102992 119 1719 350 2237 146 1037
internal_value=0 -0.00365466 -0.0140652 -0.0222474 -0.010837 0.00489967 0.00122478 -0.000164931 -0.0546538 0.000662422 0.00327342 0.00627797 -0.0023366 0.0178773 0.00179771 -0.00523506 0.00349894 0.000239984 -0.00191648 0.00162768 0.0108017 -0.0313934 0.00108963 0.000813737 -0.0208024 0.0203915 0.0180454 -0.0302076 -0.067982 -0.109338
internal_weight=0 32705 9586.74 6697.27 5360 2889.46 102186 60884.7 449.106 23118.3 41301.5 13603.9 7806.29 5797.58 27697.7 5395 22302.7 60435.6 23663.2 36772.4 2485.3 404.161 22667.1 22304.2 451.133 189.309 362.914 296.138 1337.28 259.797
internal_count=1360498 154369 45697 30591 24097 15106 1206129 623694 3351 108672 582435 153917 103593 50324 428518 76569 351949 620343 157255 463088 10261 4845 105665 104199 3007 2238 1466 2356 6494 1113

Tree=69
num_cat=0
split_feature=0 1 1 1 1 0 1 1 0 1 1 0 0 0 0 0 1 1 0 1 0 0 1 0 0 0 1 0 0 0
split_gain=216.665 176.166 277.817 1300.28 365.212 81.101 63.4454 644.038 458.28 93.2174 323.768 105.365 56.4473 36.5636 33.4974 30.8238 168.502 87.2279 203.794 198.263 51.8568 29.9654 28.7872 20.6201 8.13165 42.1099 8.06264 8.05292 4.48753 1.09203
threshold=4.5000000000000009 1.0000000180025095e-35 148.50000000000003 149.45000000000002 179.49500000000003 5.5000000000000009 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 1871.5000000000002 2000.5000000000002 -83.499999999999986 63.500000000000007 190.50000000000003 22.500000000000004 -282.49999999999994 1.0000000180025095e-35 4.995000000000001 -85.499999999999986 10.985000000000001 -283.49999999999994 6.5000000000000009 99.490000000000023 28.500000000000004 336.50000000000006 207.50000000000003 129.49000000000004 31.500000000000004 -15.499999999999998 348.50000000000006
left_child=6 12 5 23 -5 26 15 8 28 11 -11 -9 14 -7 21 16 20 18 -17 -19 -1 -2 -18 -4 25 -14 -3 -16 -8 -26
right_child=1 2 3 4 -6 13 7 9 -10 10 -12 -13 24 -15 27 17 22 19 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.016982134415905053 -0.00314048533266117 -0.011737155715647289 -0.050964390860995148 0.021268967543599714 -0.0028946038389252565 0.0049654735418358416 0.04904383594217545 -0.0053220732771596729 -0.045500459485997166 0.032021103440284589 0.00080168189859528049 0.013563563327464554 -0.035187705488004588 0.014761985562168359 -1.3178505017123282e-05 0.010800007744333718 0.0064659918764805148 -0.028488071695110664 -0.010428090499230054 0.001135054541774117 -0.076355220217912967 -0.022593847650142461 -0.00075326460438517864 -0.030111112400958789 -0.042333055124453275 0.077136493510906998 0.043695064265163223 0.024609849437211104 0.037727239418092418 -0.052094750371119797
leaf_weight=1187.1410803347826 271.56007638573647 732.56054240465164 1381.4202995598316 1623.2196020781994 42670.624271266162 10785.114432677627 1095.6850193040445 5594.4845905564725 146.76579836010933 986.84942201897502 5240.8100824765861 850.85884865000844 230.92280004173517 1044.7209724783897 150.75048506259918 5820.9987994506955 1947.7825480550528 572.01720703393221 1403.1272125393152 44970.698452081531 37.951887041330338 730.367695748806 4744.4445307701826 129.6720989793539 56.076094932854176 8.6568684428930265 6.6191084384918204 42.585857912898064 95.214870261028409 58.578356444835663
leaf_count=9005 1371 6058 11524 11630 214044 48738 111101 83238 2132 19325 65961 15664 2845 4306 750 89662 23548 4789 16658 550389 262 4306 53845 1104 831 57 52 236 6175 892
internal_value=0 -0.00219987 -0.00175818 -0.00356508 -0.00200909 0.00482666 0.00183633 0.00486906 0.0378651 0.00138625 0.00574878 -0.00282895 -0.0188396 0.00583063 -0.0136444 0.00113614 -0.00177301 0.00157264 0.00667692 0.000762988 -0.0188214 -0.0173213 0.00134791 -0.0491749 -0.0363697 -0.031129 -0.0112408 0.00541049 0.0481391 -0.0473204
internal_weight=0 59923.4 58374 45804.9 44293.8 12569 74694.8 14010.7 1337.67 12673 6227.66 6445.34 1549.5 11829.8 1195.26 60684.2 7917.32 52766.8 7224.13 45542.7 1225.09 1001.93 6692.23 1511.09 354.234 239.58 739.18 193.336 1190.9 114.654
internal_count=1360498 308744 297456 238302 225674 59154 1051754 303596 119408 184188 85286 98902 11288 53044 6663 748158 86660 661498 106320 555178 9267 5677 77393 12628 4625 2902 6110 986 117276 1723

Tree=70
num_cat=0
split_feature=0 1 1 1 1 1 1 1 0 1 0 1 1 0 1 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0
split_gain=200.127 545.808 528.201 1322.75 1052.64 210.084 102.686 481.569 646.243 78.9876 73.3605 336.813 623.316 259.027 1496.2 255.416 180.223 70.6131 1368.5 85.927 55.4297 46.1128 39.0403 58.3516 33.9389 25.4383 13.5091 4.5464 4.19938 0.131313
threshold=44.500000000000007 699.49500000000012 198.48000000000005 199.49500000000003 324.50000000000006 1.0000000180025095e-35 350.49500000000006 347.50000000000006 -21.499999999999996 120793.00000000001 -135.49999999999997 997.50000000000011 1000.5000000000001 -152.49999999999997 396.50000000000006 -65.499999999999986 1999.9950000000001 148.50000000000003 149.45000000000002 -268.49999999999994 14.995000000000003 59.500000000000007 371.50000000000006 222.50000000000003 3547.0000000000005 -266.49999999999994 3634.5000000000005 4.5000000000000009 91.500000000000014 662.50000000000011
left_child=6 2 5 28 -5 21 7 17 25 22 13 15 -13 16 -15 -12 -8 19 -19 -1 -7 -2 23 -3 -24 -9 29 -10 -4 -11
right_child=1 9 3 4 -6 20 10 8 27 26 11 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0041840239828966896 0.026971281521480629 -0.00012640231824914737 -0.066921718705026098 0.034044626936083212 -0.021349118360724447 -0.0031271870556965268 0.0017353144196291842 -0.011982686403809572 -0.067960284057796319 0.010161243064170537 -0.0035551936621148784 -0.024859031314718637 0.0065248921189473667 -0.2200055305448681 -0.0064601368599309971 0.019172022430343674 0.016937368510377037 -0.046444810162268445 0.0012231680346389492 0.0027199917988340871 0.014147058524535201 -0.035230018449466959 -0.013953910139193185 0.0056262427179695033 -0.0014281656422118847 0.030476784912830887 -0.035424146767800202 -0.10323267644170792 -0.047193239088459536 0.0016936351059878973
leaf_weight=5316.8310648351908 32.561959192156792 12005.300812155008 1269.2783479690552 1073.6913310587406 4261.8255632072687 619.2157130241394 20141.891275911592 47.300555109977722 9.4754977077245695 13.787745282053949 1605.4449549987912 2057.1700381655246 6850.8852452598512 84.500335991382599 2800.7528950236738 5375.3037600852549 2158.5346614234149 1607.5980444550514 23749.067461509258 29580.499539751559 1857.3229236081243 350.81253320723772 646.22377233207226 6965.9485114067793 3314.7159902900457 138.76356250792742 174.52954306453466 254.6962101906538 27.559214740991592 6.8548451811075202
leaf_count=56114 174 56663 6348 4572 19525 2511 315197 519 76 66 18990 64637 68895 746 29916 45674 38380 13798 245325 305106 7750 4671 2743 33409 13877 1719 1883 1037 146 31
internal_value=0 -0.0033699 -0.0134654 -0.0212105 -0.010202 0.00449607 0.0011305 -0.000175888 -0.0516944 0.000773649 0.00306123 0.00572163 -0.000722713 0.00138287 -0.0127142 0.0139452 0.00320677 0.000209073 -0.00179895 0.00166812 0.00982793 -0.0299469 0.00104322 0.00198588 -0.00347173 0.0196829 -0.0309002 -0.101968 -0.0665025 0.00734938
internal_weight=0 32619.6 9492.27 6632.35 5335.52 2859.91 101779 60704.2 450.236 23127.4 41074.5 15888.8 8908.06 25185.7 2885.25 6980.75 22300.4 60254 25356.7 34897.3 2476.54 383.374 22932.2 18971.2 3960.94 186.064 195.172 264.172 1296.84 20.6426
internal_count=1360498 154369 45697 30591 24097 15106 1206129 623694 3351 108672 582435 198196 133532 384239 30662 64664 353577 620343 259123 361220 10261 4845 106692 90072 16620 2238 1980 1113 6494 97

Tree=71
num_cat=0
split_feature=0 1 1 0 0 1 1 0 1 1 1 1 0 0 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0
split_gain=184.085 482.793 498.108 170.445 250.459 687.253 1102.61 214.595 123.321 84.6554 71.0955 71.0399 68.521 216.459 137.764 63.7369 45.327 29.2097 21.9758 80.0566 24.2666 19.6646 12.3644 5.02872 4.87202 3.4615 0.5846 0.0072611 0.00440332
threshold=336.50000000000006 399.50000000000006 397.50000000000006 222.50000000000003 67.500000000000014 199.49500000000003 198.48000000000005 88.500000000000014 5.4900000000000011 898.50000000000011 120793.00000000001 899.50000000000011 -24.499999999999996 -58.499999999999993 5.4900000000000011 299.50000000000006 59.460000000000008 989.50000000000011 595.50000000000011 598.50000000000011 548.50000000000011 698.50000000000011 1.0000000180025095e-35 325.50000000000006 3373.5000000000005 3634.5000000000005 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 12 6 -6 -7 24 16 18 23 13 -1 -14 -10 22 -13 20 -20 -3 -18 -5 -11 -2 -12 28 -28 -4
right_child=1 10 26 9 5 7 -8 -9 15 11 25 17 14 -15 -16 -17 21 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0013328721356208354 -0.046601403165565519 -0.010024149511698326 -0.06134635137711858 0.071178205194628877 0.00063762920975625806 0.0068900910070221677 -0.066083557371802007 -0.0069311973805106083 0.0081700651718248189 -0.029833267372177171 0.0016099005451706552 0.033939120169830708 -0.012652850871123998 0.016223781701853627 3.728146851988045e-06 0.083610387051494262 0.038837490628991146 0.0067941738546518048 -0.061814576960050063 -0.00088299946548652496 0.042972336615495849 0.016019340355528964 0.0093868652566028166 -0.0015790188569998666 0.0065355967678229175 -0.034641428184338401 -0.063929680757191895 -0.064399527938786214 -0.060958472713967649
leaf_weight=63977.519340630621 112.03048721700907 34.494818598031998 147.38747799396515 8.2612753510475141 1348.6837452873588 4897.8443284034729 1144.806482821703 6583.2580149024725 384.58787235617638 140.62449526786804 6.8508960902690879 101.28941607475281 2279.4426719248295 2537.2587805455551 37866.866364966147 30.196045368909836 371.41166819632053 4592.4702511429787 54.388233512639999 6103.5608050227165 57.782248333096504 126.60531009733677 404.15782724320889 17.734172582626343 4.4865048825740805 169.67391066253185 319.25273501873016 110.75761008262634 145.30426275730133
leaf_count=895137 1741 166 849 53 7397 22283 5922 31484 1599 563 31 406 14102 56738 263049 147 1592 22884 266 26324 268 522 1686 71 21 1883 1839 638 837
internal_value=0 -0.00747937 -0.0358582 0.000492985 9.16919e-05 -0.00620241 -0.0299953 -0.00103503 0.0008947 0.00889381 -0.00194202 0.00626869 0.000916337 0.0019009 -0.000714892 0.0136621 0.0228842 0.00737995 -0.00105823 -0.00142116 0.0231613 0.0330367 0.0106246 -0.0266691 -0.0445554 -0.0332345 -0.0628775 -0.0640507 -0.0611538
internal_weight=0 7680.75 1254 126398 120636 13974.6 2493.49 11481.1 531.301 5762.55 6426.75 4852.12 106661 66514.8 40146.3 414.784 910.436 4693.76 6250.23 6157.95 92.2771 498.017 412.419 158.359 116.517 176.525 722.702 430.01 292.692
internal_count=1360498 36609 7671 1323889 1296112 67086 13319 53767 3508 27777 28938 23924 1229026 951875 277151 1746 3853 23290 27024 26590 434 2114 1739 634 1762 1914 4163 2477 1686

Tree=72
num_cat=0
split_feature=0 1 1 0 0 1 1 0 1 1 1 1 0 0 1 1 1 1 0 1 1 1 1 0 0 0 0 0 0
split_gain=167.106 449.562 473.911 154.25 253.664 664.012 988.094 220.991 114.53 87.3252 68.6406 66.162 61.9579 199.617 124.217 54.9483 38.641 30.4193 21.0089 16.5795 14.809 13.6259 11.8268 4.70779 4.4842 3.29404 0.588743 0.00733132 0.00442243
threshold=336.50000000000006 399.50000000000006 397.50000000000006 207.50000000000003 67.500000000000014 199.49500000000003 198.48000000000005 91.500000000000014 5.4900000000000011 898.50000000000011 899.50000000000011 120793.00000000001 -24.499999999999996 -65.499999999999986 5.4900000000000011 299.50000000000006 59.460000000000008 989.50000000000011 354.50000000000006 802.50000000000011 698.50000000000011 22530.000000000004 1.0000000180025095e-35 3373.5000000000005 325.50000000000006 3634.5000000000005 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 12 6 -6 -7 23 16 24 18 13 -1 -14 -10 22 -12 19 -3 -18 -20 -5 -2 -11 -13 28 -28 -4
right_child=1 11 26 9 5 7 -8 -9 15 10 17 25 14 -15 -16 -17 20 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0012123395944702467 -0.046054049994150706 -0.0079781176127804287 -0.06038218326249925 0.066975750764101075 -0.00034642900289652377 0.0057937234613346508 -0.064894457142638348 -0.0085013482341068369 0.0077627257046143407 -0.028024233549710221 0.032929815823127505 0.0015302727480841194 -0.01200990808816297 0.014404062333571794 3.5418876703547758e-06 0.076722938011689307 0.035577448170838633 0.0059792881988595383 -0.0017993425938214139 0.0074485452118141452 0.016339711289580588 -0.012963886767352956 0.0098528104872332347 0.006205302640098484 -0.0014999978709023328 -0.033861948225117205 -0.063020687909193421 -0.06350143465816542 -0.059986710637298574
leaf_weight=63405.913933132775 107.80143688619137 209.74828565120697 142.38097523152828 9.2469073832035047 1274.7413238063455 5515.7961177229881 1108.4177270829678 5302.7771541178226 384.53160321712494 156.9595392793417 106.84506480395794 6.8471368551254264 2281.347309038043 3003.5413856748492 37866.81629374437 31.232920587062836 400.21671676635742 5219.7170379906893 4724.1668358594179 1026.715031504631 133.37370680272579 290.06997129321098 451.26191177964211 4.4889795035123816 17.734997808933258 165.02013389021158 307.95114746689796 106.80793249607086 140.39976632595062
leaf_count=884282 1741 939 849 57 7084 25113 5922 25358 1599 628 429 31 14102 67593 263049 147 1716 26049 19939 4982 549 1164 1887 21 71 1883 1839 638 837
internal_value=0 -0.00714274 -0.034893 0.000468571 6.15611e-05 -0.00647608 -0.030368 -0.00121308 0.000841688 0.0079729 0.00550843 -0.00184725 0.000871529 0.00180897 -0.000679101 0.0129431 0.021611 0.00651989 -0.00100576 0.00483163 0.0307689 -0.0024452 0.0109998 -0.0439649 -0.0253315 -0.0324519 -0.0619451 -0.0631445 -0.0601858
internal_weight=0 7648.16 1225.59 126255 119759 13201.7 2383.16 10818.6 528.055 6495.36 5501.26 6422.57 106558 66409.5 40148.2 415.765 994.099 5326.56 6250.7 1236.46 533.59 5014.24 460.509 112.29 174.695 171.867 697.54 414.759 282.781
internal_count=1360498 36609 7671 1323889 1292503 63477 13006 50471 3508 31386 27177 28938 1229026 951875 277151 1746 4209 26478 27024 5921 2265 21103 1944 1762 699 1914 4163 2477 1686

Tree=73
num_cat=0
split_feature=0 1 1 1 1 1 1 1 0 1 1 1 1 1 0 1 0 1 0 1 1 0 0 1 0 0 1 0 0 0
split_gain=152.161 435.941 419.287 1120.96 913.207 177.445 90.1564 434.951 572.302 68.663 68.5681 96.6193 67.6534 66.6822 64.6481 296.168 195.702 48.2955 43.9371 36.1853 72.8387 30.488 25.5937 18.4984 12.1483 8.23584 7.90961 6.96847 12.4994 9.30307
threshold=44.500000000000007 699.49500000000012 198.48000000000005 199.49500000000003 324.50000000000006 1.0000000180025095e-35 350.49500000000006 347.50000000000006 -39.499999999999993 14798.500000000002 297.50000000000006 258.50000000000006 17897.000000000004 328.49500000000006 -135.49999999999997 997.50000000000011 -154.49999999999997 14.995000000000003 59.500000000000007 790.50000000000011 802.50000000000011 3634.5000000000005 -266.49999999999994 749.50000000000011 3523.5000000000005 4.5000000000000009 120793.00000000001 -136.49999999999997 -198.49999999999997 -135.49999999999997
left_child=6 2 5 -4 -5 18 7 10 22 14 11 -1 19 -12 16 -16 -8 -7 -2 23 -21 24 -9 -3 -14 -10 -23 28 -11 -29
right_child=1 12 3 4 -6 17 9 8 25 27 13 -13 21 -15 15 -17 -18 -19 -20 20 -22 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00013340443202183879 0.026824847760090101 0.01071319280500424 -0.063071631924470503 0.031671539021585773 -0.01983554332495667 -0.0033270251695004653 0.0030092384627245835 -0.01142295158120506 -0.056605891295808612 -0.039353495230295493 -0.0062427910914247438 0.0087348135605880405 -0.0085947176564978422 0.016517258825599106 0.013268952126489503 -0.00061602116477387013 -0.011167034347776527 0.012812577018347752 -0.033998711225925418 -0.023393949834925345 0.0014563429246234661 -0.013197603903887382 0.031335820936298095 0.037204002524590156 0.010241224633878799 -0.097213197175509358 -0.033085663838341016 -0.024737436522235784 0.009509134546240243 -0.010056596554871393
leaf_weight=50558.30566206947 32.599519848823547 275.84560903906822 1185.1600679010153 1082.9747907966375 4189.9464858472347 618.79002605378628 22056.543076264672 47.657018378376961 13.124421358108519 16.858318746089935 5653.6867798678577 3490.2488392740488 922.3463798314333 341.23646271973848 6914.3750610202551 8638.8259530970827 2736.5589014515281 1847.1116021126509 332.81297851726413 299.03891178965569 21180.749394357204 72.597296506166458 131.73236069828272 86.585209250450134 94.358570575714111 256.88086602091789 160.56182935088873 231.35058595240116 58.521077588200569 202.24595475196838
leaf_count=525431 174 1116 6494 4572 19525 2511 351733 519 142 112 57119 34229 4002 3564 64664 132196 30525 7750 4671 1207 99437 292 1653 350 385 1037 1883 1444 425 1336
internal_value=0 -0.00295223 -0.0120991 -0.0191327 -0.0092568 0.00394403 0.000984886 -0.000240668 -0.0492475 0.00279952 0.000126123 0.000688851 0.000727343 -0.00494727 0.00302974 0.00555672 0.00144452 0.00876253 -0.0285725 0.00137473 0.00111038 -0.0105862 0.0199764 0.0170419 -0.00684659 -0.0952394 -0.0268932 -0.0154504 -0.00141881 -0.0178897
internal_weight=0 32381.5 9289.4 6458.08 5272.92 2831.31 101348 60492.9 449.395 40855.3 60043.5 54048.6 23092.1 5994.92 40346.3 15553.2 24793.1 2465.9 365.412 21842.2 21479.8 1249.86 179.389 362.431 1016.7 270.005 233.159 508.976 75.3794 433.597
internal_count=1360498 154369 45697 30591 24097 15106 1206129 623694 3351 582435 620343 559660 108672 60683 579118 196860 382258 10261 4845 102110 100644 6562 2172 1466 4387 1179 2175 3317 537 2780

Tree=74
num_cat=0
split_feature=0 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0
split_gain=145.57 410.333 444.28 137.94 191.26 485.765 1119.06 431.064 101.446 81.6015 393.667 67.4204 61.5914 58.1952 57.0268 47.8441 37.5072 26.5303 21.939 72.2594 21.6565 15.3467 9.90333 4.5224 4.09339 3.07465 0.603675 0.00753942 0.00452036
threshold=336.50000000000006 399.50000000000006 397.50000000000006 222.50000000000003 44.500000000000007 199.49500000000003 198.48000000000005 548.50000000000011 5.4900000000000011 350.49500000000006 347.50000000000006 898.50000000000011 14798.500000000002 899.50000000000011 120793.00000000001 299.50000000000006 59.460000000000008 2595.5000000000005 595.50000000000011 598.50000000000011 548.50000000000011 698.50000000000011 1.0000000180025095e-35 3373.5000000000005 325.50000000000006 3634.5000000000005 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 9 6 -6 -7 23 10 -1 16 -11 24 18 -10 22 -15 20 -20 -3 -18 -5 -2 -13 -16 28 -28 -4
right_child=1 14 26 11 5 7 -8 -9 15 12 -12 13 -14 17 25 -17 21 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.00011999091601300405 -0.045168462082532529 -0.008417126554751627 -0.059185871341078493 0.061836332541386721 0.0016298085481823744 0.021205139307496707 -0.062238728573009341 -0.004146895274094931 0.0070366787877842105 0.0028852864904641501 -0.046931859668661563 -0.026987572516488392 -0.014539002986475633 -0.00023746129333269297 0.0018794032743640319 0.070529566719006842 0.034903028042113683 0.0087307162013399633 -0.059805360263213508 -0.00079131206013398055 0.041817208081429517 0.014737700401369028 0.0081909847810665397 0.0061515720978980136 -0.001497812529781807 -0.032312631478380982 -0.061922267940208164 -0.062421873203357119 -0.058776544785162414
leaf_weight=60039.917939651757 100.85939347371459 33.996683374047279 135.8320647329092 8.7912930101156217 1745.5874091461301 1901.3232421875 1129.6746138781309 14192.610020697117 383.90117540955544 40258.164904814214 447.8603981398046 140.74960570037365 513.63666669279337 1070.1236668974161 6.8635910153388968 32.155158817768097 370.03208741545677 3595.1483948379755 52.315633073449135 6100.9529349207878 58.157061904668808 126.64195956289768 401.97984774410725 4.483573079109191 17.735021084547043 156.29254350066185 293.30110377073288 101.696069419384 133.97512444853783
leaf_count=620343 1741 166 849 53 9292 8146 6398 66147 1599 579118 3351 563 3317 5163 31 147 1592 18127 266 26324 268 522 1686 21 71 1883 1839 638 837
internal_value=0 -0.00669284 -0.0337064 0.00043505 7.3792e-05 -0.00453377 -0.0234638 -0.00115183 0.000846177 0.000936938 -0.000228388 0.00801349 0.00266578 0.00566137 -0.00169274 0.0119438 0.0205168 0.00667359 -0.000930394 -0.00129305 0.0232851 0.0297613 0.0093391 -0.0429842 -0.0241352 -0.0308743 -0.0608057 -0.0620509 -0.0589826
internal_weight=0 7594.78 1186.2 125960 120229 18969.2 2875.26 16093.9 521.399 101260 60487.8 5731.2 40771.8 4823.76 6408.58 416.056 907.445 4665.27 6245.42 6153.27 92.1537 496.674 410.771 105.343 158.485 163.156 664.804 394.997 269.807
internal_count=1360498 36609 7671 1323889 1296112 89983 15690 74293 3508 1206129 623694 27777 582435 23924 28938 1746 3853 23290 27024 26590 434 2114 1739 1762 634 1914 4163 2477 1686

Tree=75
num_cat=0
split_feature=0 0 1 1 1 1 1 0 0 1 1 1 0 1 1 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0
split_gain=134.168 170.14 355.566 144.142 168.651 1387.81 326.954 111.246 90.8591 72.5968 62.3029 52.2348 57.2891 41.6516 760.242 95.6381 60.5497 126.627 87.2875 38.2793 34.1153 30.4305 30.2827 29.2604 27.8197 16.1745 14.8309 52.8441 2.11308 1.17481
threshold=-21.499999999999996 -65.499999999999986 1.0000000180025095e-35 5.4900000000000011 148.50000000000003 149.45000000000002 179.49500000000003 1.5000000000000002 -1.4999999999999998 1019.5000000000001 100.50000000000001 4.995000000000001 63.500000000000007 999.50000000000011 1000.5000000000001 1999.9950000000001 -115.49999999999999 120.49500000000002 -133.49999999999997 21.500000000000004 999.50000000000011 -12.499999999999998 -7.4999999999999991 1.0000000180025095e-35 6.5000000000000009 -60.499999999999993 -60.499999999999993 -58.499999999999993 -17.499999999999996 -62.499999999999993
left_child=1 13 26 11 8 7 -7 -6 10 20 -5 12 24 16 -15 -16 18 -18 -1 -10 -4 28 -23 -14 -2 -11 29 -28 -13 -3
right_child=3 2 9 4 5 6 -8 -9 19 25 -12 21 23 14 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00052242366924805655 0.0013426656745012496 0.0053252850291689458 0.024206753874183057 -0.0041835583239453562 -0.11831801538293044 0.019179548967523965 -0.0018952646404447049 -0.047571463367631704 0.0022933657636257229 0.031795938175530392 -0.03699687095359952 -0.077569798037053828 -0.033554731168566186 0.048758547098042671 -0.0039802692295811118 0.005319705733117591 0.0056807738646589062 -0.012158117628716823 0.011857380529762911 0.0075295689481795344 0.048567699682737456 0.0034152341392695005 -0.030846378014012323 0.0088663916694162858 -0.011343158657033876 0.0033011413495656287 -0.067014976416327685 -0.017636781335331652 -0.056705302359261904 -0.0066586830785984631
leaf_weight=45220.786539126188 726.91719563305378 44.234255775809288 1765.5428983084857 456.35585398972034 57.840621665120125 1917.913750089705 45503.332569538616 1413.3537537381053 9280.7063801437616 55.022044084966183 211.79712834209204 18.441356718540192 313.42836463078856 868.67278548423201 6152.0405986681581 5020.3609236292541 1614.1383741162717 2592.5978224501014 1764.7307404614985 5594.3323754519224 156.44978877529502 81.202194005250931 313.44073702394962 46.707132652401924 1065.8382610231638 524.83424033224583 60.697492271661758 504.87608501315117 35.485845744609833 38.035521522164345
leaf_count=551307 5592 530 34370 5403 252 15370 264840 12639 61432 1288 2011 100 4625 91270 94690 65914 27615 29744 23742 24258 17809 458 1387 188 5952 10951 542 5574 194 451
internal_value=0 0.00162093 0.0129628 -0.00155024 -0.00108439 -0.00252667 -0.00104291 -0.0503529 0.00345244 0.0215115 -0.014585 -0.0130891 -0.00985505 0.00105598 0.00370194 0.00019871 0.000433619 -0.00531328 0.000948154 0.00426264 0.0261897 -0.0286107 -0.0237967 -0.028053 -0.00619938 0.00600499 -0.0200507 -0.0229361 -0.0638403 -0.000215224
internal_weight=0 66383 3149.69 67037.1 64435.6 48892.4 47421.2 1471.19 15543.2 2501.85 668.153 2601.46 2152.89 63233.3 12041.1 11172.4 51192.3 4206.74 46985.5 14875 1921.99 448.57 394.643 360.135 1792.76 579.856 647.843 565.574 53.9272 82.2698
internal_count=1360498 955797 71515 404701 386205 293101 280210 12891 93104 64418 7414 18496 16357 884282 251874 160604 632408 57359 575049 85690 52179 2139 1845 4813 11544 12239 7097 6116 294 981

Tree=76
num_cat=0
split_gain=128.425 384.431 422.326 127.414 185.321 534.2 835.117 198.857 90.0256 67.3178 56.6059 53.066 47.1768 171.072 106.156 42.4597 32.4999 28.0763 19.7439 14.7921 14.0266 10.982 10.7555 4.24586 3.68353 2.92642 0.614416 0.00769885 0.0045849
threshold=336.50000000000006 399.50000000000006 397.50000000000006 207.50000000000003 67.500000000000014 199.49500000000003 198.48000000000005 91.500000000000014 5.4900000000000011 898.50000000000011 899.50000000000011 120793.00000000001 -24.499999999999996 -58.499999999999993 178.50000000000003 299.50000000000006 59.460000000000008 989.50000000000011 354.50000000000006 3547.0000000000005 1795.5000000000002 698.50000000000011 1.0000000180025095e-35 3373.5000000000005 325.50000000000006 3634.5000000000005 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 12 6 -6 -7 23 16 24 18 13 -1 -14 -10 22 -12 19 -3 -20 -18 -5 -2 -11 -13 28 -28 -4
right_child=1 11 26 9 5 7 -8 -9 15 10 17 25 14 -15 -16 -17 21 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0010522379847277324 -0.044300127161247399 0.00012834274956761835 -0.058319581604725161 0.061968241958965331 -0.00061115481100114562 0.0056908188338852458 -0.061805756317200339 -0.0078555674357247158 0.0063457474353502859 -0.025366733751800888 0.031399053771418918 0.0018801873191383164 -0.0035648100067859215 0.014555092042956845 0.0016305584557858969 0.065530026269107158 0.031836669529114549 0.0054777969317479219 0.0069397930947146663 0.011196610381201854 -0.0029484937484604802 0.015254903386851124 0.0083704527157244836 0.0055171692874901148 -0.0013280236491277787 -0.031497344317866834 -0.061133207298859529 -0.061648082107530339 -0.057899623914342606
leaf_weight=63663.751511720009 94.426455471664667 702.80002212524414 130.86667799949646 9.5596582740545255 1260.073634929955 5514.9818256795406 999.9486768245697 5324.9631433784962 383.47272077202797 156.9761908352375 106.60791394114494 6.8636279702186576 17378.333627328277 2435.404941004701 22643.030697351322 32.90463499724865 397.48477599024773 5194.8559074550867 388.76223017275333 529.13714474439621 4627.4296630471945 133.35305964946747 448.18405611813068 4.4799787551164618 17.736718088388443 151.9687532633543 282.07120308279991 97.770092636346817 129.1122729331255
leaf_count=895137 1741 3289 849 57 7084 25113 5922 25358 1599 628 429 31 113290 56738 163861 147 1716 26049 1678 2632 19425 549 1887 21 71 1883 1839 638 837
internal_value=0 -0.00630153 -0.0328521 0.000407524 3.68121e-05 -0.00557395 -0.0276868 -0.000963644 0.000836967 0.00724405 0.00507621 -0.00151476 0.000729428 0.00154975 -0.000625408 0.0110228 0.0192526 0.00599905 -0.00078924 0.00488234 -0.00218214 0.0276711 0.00948981 -0.0420436 -0.0229263 -0.030055 -0.0599839 -0.0612657 -0.058111
internal_weight=0 7562.07 1155.1 125685 119220 13100 2260.02 10839.9 515.284 6464.76 5476.18 6406.96 106121 66099.2 40021.4 416.377 988.582 5301.46 6248.13 1231.94 5016.19 530.838 457.744 98.9064 174.713 158.832 639.82 379.841 259.979
internal_count=1360498 36609 7671 1323889 1292503 63477 13006 50471 3508 31386 27177 28938 1229026 951875 277151 1746 4209 26478 27024 5921 21103 2265 1944 1762 699 1914 4163 2477 1686

Tree=77
num_cat=0
split_feature=0 1 1 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0
split_gain=116.544 357.957 403.186 115.277 168.676 436.775 970.341 388.019 83.6309 67.9183 349.812 61.4809 60.774 53.1967 49.2634 37.29 29.3999 25.2688 24.8655 19.2996 67.6341 19.1622 10.0194 9.23736 4.09677 2.77293 0.6267 0.00788101 0.00465862
threshold=336.50000000000006 399.50000000000006 397.50000000000006 207.50000000000003 44.500000000000007 199.49500000000003 198.48000000000005 548.50000000000011 5.4900000000000011 350.49500000000006 347.50000000000006 -135.49999999999997 898.50000000000011 2299.5000000000005 120793.00000000001 299.50000000000006 59.460000000000008 7196.5000000000009 899.50000000000011 595.50000000000011 598.50000000000011 548.50000000000011 698.50000000000011 1.0000000180025095e-35 3373.5000000000005 3634.5000000000005 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 9 6 -6 -7 24 10 -1 -11 16 18 19 -10 23 -15 -14 21 -21 -3 -18 -5 -2 -16 28 -28 -4
right_child=1 14 26 12 5 7 -8 -9 15 11 -12 -13 13 17 25 -17 22 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.00010105935372530065 -0.043728607001019992 -0.008098562308028313 -0.057525165676573412 0.056798652121944397 0.00090689704890357698 0.019972748100577139 -0.060384559163780466 -0.0041193666696411006 0.0060298542690101521 0.00087378357922851362 -0.043912787206882041 0.0048717743758549086 -0.021788624259208508 0.010791703593999377 0.0017873443848032162 0.060985709847412577 0.030315653108452984 0.0029661063901241236 -0.0014231585542061062 -0.058504637841858421 -0.00061262148671522817 0.039067293180238161 0.014478263820313766 0.0079670501168781684 0.0052391902808066153 -0.030731436545017456 -0.060420542033205599 -0.060951686508738868 -0.057094051690589676
leaf_weight=59882.48799726367 90.965686298906803 33.897301435470581 126.15970234572887 9.898994028568266 1664.0170000493526 1906.3417748659849 1055.2624383866787 13552.424220606685 383.38634049892426 24955.853480701335 454.86485143750906 15644.072448463179 174.64570359885693 2449.4968980103731 6.8592594414949408 33.570562481880188 396.57932564616203 1781.9907774180174 1057.0136877000332 50.87127397954464 6104.4406550228596 59.043009161949158 133.47767992317677 447.35515283048153 4.4817471355199805 148.06866624206305 271.3987390100956 94.03733491897583 124.50427982211113
leaf_count=620343 1741 166 849 57 8979 8131 6398 62866 1599 384239 3351 198196 699 12738 31 147 1716 8662 5078 266 26324 268 549 1887 21 1883 1839 638 837
internal_value=0 -0.00601628 -0.0319811 0.000387242 3.46951e-05 -0.00439899 -0.0228783 -0.00114838 0.000789935 0.000833168 -0.000230748 0.0024143 0.00689744 0.00483425 -0.0014402 0.0104545 0.0183138 0.00749614 -0.00431092 -0.000749615 -0.00109108 0.0218649 0.0263275 0.00902419 -0.0414293 -0.0292917 -0.0592365 -0.0605572 -0.057311
internal_weight=0 7531.68 1128.5 125566 119115 18178 2719.28 15458.8 512.404 100937 60337.4 40599.9 6450.46 5463.15 6403.18 416.957 987.311 4231.49 1231.66 6248.25 6155.31 92.9403 530.057 457.254 95.4474 154.928 616.1 365.436 250.664
internal_count=1360498 36609 7671 1323889 1292503 86374 15377 70997 3508 1206129 623694 582435 31386 27177 28938 1746 4209 21400 5777 27024 26590 434 2265 1944 1762 1914 4163 2477 1686

Tree=78
num_cat=0
split_feature=0 0 1 1 1 1 1 1 0 0 0 1 0 0 1 1 0 1 0 1 1 1 1 0 1 1 0 0 0 0
split_gain=106.079 155.586 225.838 141.15 144.942 1301.51 297.441 97.9846 90.1889 89.9458 64.7964 136.353 79.3448 62.7313 54.2669 41.6041 41.5793 37.8796 32.7194 29.4066 28.2423 27.3764 26.7036 19.0673 13.4686 12.4322 11.5245 8.12086 4.84735 10.7808
threshold=-24.499999999999996 -58.499999999999993 1.0000000180025095e-35 5.4900000000000011 148.50000000000003 149.45000000000002 179.49500000000003 1019.5000000000001 1.5000000000000002 -4.4999999999999991 -60.499999999999993 149.45000000000002 -65.499999999999986 -11.499999999999998 100.50000000000001 5394.5000000000009 63.500000000000007 4.995000000000001 21.500000000000004 1.0000000180025095e-35 120.49500000000002 1.0000000180025095e-35 5.4900000000000011 -33.499999999999993 1000.5000000000001 4.995000000000001 -17.499999999999996 -15.499999999999998 -45.499999999999993 -37.499999999999993
left_child=1 10 28 13 9 8 -7 22 -6 14 12 20 15 25 -5 -1 17 -15 -11 -14 -12 -18 -4 -9 -13 27 -27 -2 -3 -30
right_child=3 2 7 4 5 6 -8 23 -10 18 11 24 19 16 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0011963998028342183 -0.022192471649328249 -0.02308059185377585 0.050811839716362453 -0.0048008719722742619 -0.10993379188009018 0.018541179324728863 -0.0016535129730927208 -0.0048215824344151536 -0.046796676245372412 0.002238399936836086 -0.059639908313914081 0.041019325991056586 -0.00026158360850883698 -0.004978370530685664 -0.036524226071183809 -0.0052020561281491155 -0.032426160441640539 -0.022377979511805823 0.0070688237783912578 0.034298620593677977 -0.15288509686358731 0.008765682573300437 0.026081999591422989 0.017582040943438307 -0.0079780722319418296 -0.082255021386569552 -0.042723621002861742 -0.064489039724385008 -0.0021316474398160915 -0.020676537780473209
leaf_weight=60439.960024793632 68.525290407240391 171.62898667156696 118.9299710392952 389.74342497438192 59.013989806175232 1899.5081398487091 45467.014414901845 328.13889895379543 1361.2348223030567 9426.5966913700104 87.730145946145058 44.22514109313488 82.207082025706768 1721.6408130228519 206.09406647831202 2652.0161155052483 298.58882315456867 382.25012531876564 5581.3894775956869 244.95534360408783 8.9489285275340062 46.636111065745354 1328.9712276076898 133.65370453894138 20.539134044200182 28.711973905563354 51.515327021479607 13.600702375173567 138.01958224177361 181.32928451895714
leaf_count=863812 673 1901 1546 4876 252 15516 267437 6889 12639 62878 971 1821 981 10884 2040 20470 4625 1757 24258 6478 135 188 39867 2989 469 188 282 130 1553 1993
internal_value=0 0.00144606 0.0139412 -0.00137836 -0.000916194 -0.00225779 -0.000843659 0.0217171 -0.0494201 0.00327842 0.000974266 -0.0306619 0.0010548 -0.0127739 -0.0157737 0.000927446 -0.0107787 -0.00813966 0.00403481 0.0256146 -0.068271 -0.0268616 0.0281133 0.00166256 0.0254804 -0.0428723 -0.0568712 -0.0291971 -0.0163037 -0.0126616
internal_weight=0 65981.3 2400.67 67002.1 64390.6 48786.8 47366.5 1909.69 1420.25 15603.8 63580.6 161.443 63419.1 2611.47 595.837 63092 2449.12 2103.89 15008 327.162 96.6791 345.225 1447.9 461.793 64.7643 162.353 80.2273 82.126 490.978 319.349
internal_count=1360498 951875 56738 408623 389896 295844 282953 51291 12891 94052 895137 3396 891741 18727 6916 884282 17454 12641 87136 7459 1106 4813 41413 9878 2290 1273 470 803 5447 3546

Tree=79
num_cat=0
split_feature=0 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 0 0 0 0
split_gain=102.93 335.312 383.826 106.149 110.622 364.524 993.253 344.35 74.1977 61.7368 310.673 56.9941 45.7679 33.2098 32.2749 38.7672 27.1038 17.9474 16.586 13.3236 12.7333 11.9089 9.33801 8.0153 3.70628 2.6332 0.642036 0.00810584 0.00475292
threshold=336.50000000000006 399.50000000000006 397.50000000000006 251.50000000000003 44.500000000000007 199.49500000000003 198.48000000000005 548.50000000000011 10.985000000000001 350.49500000000006 347.50000000000006 997.50000000000011 120793.00000000001 299.50000000000006 898.50000000000011 2921.5000000000005 59.460000000000008 354.50000000000006 11192.500000000002 3547.0000000000005 1795.5000000000002 899.50000000000011 698.50000000000011 1.0000000180025095e-35 3373.5000000000005 3634.5000000000005 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 9 6 -6 -7 24 10 -1 -11 17 -10 16 21 23 19 -17 -3 -19 -16 -18 -5 -2 -14 28 -28 -4
right_child=1 12 26 14 5 7 -8 -9 13 11 -12 -13 25 -15 15 18 22 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=7.1885053297105018e-05 -0.041982588466398608 0.00027616931781875113 -0.056748889973879571 0.053821247397839146 0.0020084633693627633 0.019342599331065871 -0.059480923294513294 -0.0030285106446050272 0.0055584319948233374 0.0040558229455571037 -0.041120218908627569 0.00029974894746981535 0.0017807311320168038 0.057047699797810381 -0.018367020652362214 0.012296282866760353 0.030715826053180729 0.0067387840075867449 0.0029880744848258885 0.010793442059316738 -0.0026848411475578348 -9.0324496199256052e-05 0.014121012673970626 0.0055695681690771034 0.0046501548988222034 -0.02992790162804447 -0.05973736934821651 -0.060287077611574758 -0.056305071137342788
leaf_weight=59755.604477405548 88.036400079727173 702.5041192471981 121.43090356886387 8.8441543281078321 1853.1827079877257 1933.3694795072079 1017.2540855109692 15597.066650658846 380.2032825499773 21369.671929050237 461.26998733729124 19150.070995045826 6.8589480966329566 34.127519398927689 98.134859517216682 1712.9455514103174 300.66872397065163 388.53108681738377 664.11891396343708 527.05476953089237 4632.2314481288195 971.16928346455097 118.05671484768391 320.51097984611988 4.4775540083646765 144.13956633210182 260.68078556656837 90.288871735334396 119.87463484704494
leaf_count=620343 1752 3289 849 50 9828 8216 6398 72908 1588 241136 3351 341299 31 147 393 8838 1306 1678 3227 2632 19425 4756 485 1355 21 1883 1839 638 837
internal_value=0 -0.00566748 -0.0311806 0.000362524 9.17567e-05 -0.00326577 -0.0197828 -0.00056128 0.000759712 0.000771714 -0.000243652 0.00228066 -0.00128683 0.00979949 0.00818239 0.00613896 0.0175963 -0.000629701 0.0096957 0.00478444 -0.0019556 -0.00176766 0.026037 0.00686527 -0.0397256 -0.0284876 -0.0585138 -0.0598788 -0.0565284
internal_weight=0 7500.44 1099.12 125332 121137 20400.9 2870.44 17530.4 506.845 100737 60216.9 40519.7 6401.32 414.331 4194.45 3446.37 748.081 6250.32 2377.06 1229.56 5020.76 1069.3 418.725 329.355 92.514 150.999 592.275 350.97 241.306
internal_count=1360498 36609 7671 1323889 1303479 97350 16226 81124 3508 1206129 623694 582435 28938 1735 20410 17214 3196 27024 12065 5921 21103 5149 1791 1405 1773 1914 4163 2477 1686

Tree=80
num_cat=0
split_gain=93.3922 312.063 367.025 99.0535 135.394 375.38 867.13 314.676 68.9907 55.8359 276.413 57.5472 47.9678 45.3435 42.4294 29.574 27.0487 28.2622 22.4653 21.2701 16.9845 63.3237 16.9946 6.78886 3.70091 2.4903 0.658627 0.00835026 0.00485436
threshold=336.50000000000006 399.50000000000006 397.50000000000006 207.50000000000003 44.500000000000007 199.49500000000003 198.48000000000005 548.50000000000011 5.4900000000000011 350.49500000000006 347.50000000000006 -135.49999999999997 898.50000000000011 2299.5000000000005 120793.00000000001 299.50000000000006 179.49500000000003 457.50000000000006 7196.5000000000009 899.50000000000011 595.50000000000011 598.50000000000011 548.50000000000011 149.45000000000002 3373.5000000000005 3634.5000000000005 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 9 6 -6 -7 24 10 -1 -11 16 19 20 -10 23 -18 -15 -14 22 -22 -3 -5 -2 -16 28 -28 -4
right_child=1 14 26 12 5 7 -8 -9 15 11 -12 -13 13 18 25 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=6.8294126811682839e-05 -0.042254759901130624 -0.0078045451308207357 -0.056030220607634101 0.011879604219848986 0.00066786685231960989 0.017954926850450952 -0.058651944563635316 -0.0036708054756510152 0.0051482602766024441 0.00067798926800758449 -0.038527063413663076 0.0045534876230050782 -0.020053617626163745 0.010146136798861324 0.0016927470489788519 0.053406143503264329 0.052979039118193065 0.019358941053483333 0.0027525118798335624 -0.0012124302432143736 -0.057278613261201594 -0.0004633036856433865 0.036543410071548502 -0.015491692917392171 0.0044163448358307744 -0.029170153311803549 -0.059115985297876421 -0.059685223309235716 -0.055573221958571797
leaf_weight=59752.842130877078 82.303321704268456 33.805314645171165 116.95265954732895 649.9717031866312 1656.1407208293676 1919.9244952946901 980.97104182839394 13582.000027641654 382.85536150634289 24872.597403557971 467.53362549468875 15578.067981771659 174.48084665834904 2432.4508408308029 6.8548031449317923 34.618500456213951 86.816493034362793 223.26718747615814 1778.641560703516 1058.6915686130524 49.439873948693275 6107.1464896798134 59.845237135887146 23.47214762866497 4.4788407385349265 140.58125057816505 250.50747142732143 86.729473084211349 115.4918660223484
leaf_count=620343 1741 166 849 2817 8979 8131 6398 62866 1599 384239 3351 198196 699 12738 31 147 358 923 8662 5078 266 26324 268 111 21 1883 1839 638 837
internal_value=0 -0.00541008 -0.0303506 0.000344337 1.72663e-05 -0.00395912 -0.0213983 -0.000992443 0.000717795 0.000733736 -0.000231349 0.00217049 0.00638985 0.00455399 -0.00122347 0.00914999 0.0165521 0.0287718 0.00702329 -0.00387826 -0.000598089 -0.000919554 0.020535 0.0109256 -0.0398461 -0.0277352 -0.0578509 -0.0592624 -0.0558032
internal_weight=0 7471.61 1073.94 125238 118810 18139 2637.11 15501.9 504.256 100671 60220.4 40450.7 6427.79 5444.26 6397.67 417.474 983.528 310.084 4211.09 1233.17 6250.24 6156.59 93.6506 673.444 86.7822 147.436 569.681 337.237 232.445
internal_count=1360498 36609 7671 1323889 1292503 86374 15377 70997 3508 1206129 623694 582435 31386 27177 28938 1746 4209 1281 21400 5777 27024 26590 434 2928 1762 1914 4163 2477 1686

Tree=81
num_cat=0
split_feature=0 1 1 1 1 1 1 0 0 1 1 0 1 1 0 0 1 1 0 1 1 0 0 0 0 0 1 0 1 0
split_gain=87.0694 134.079 176.644 933.391 316.598 188.787 109.056 66.5469 59.4017 49.253 593.964 423.805 86.8762 108.503 36.5616 35.6964 33.3078 132.726 139.528 105.075 96.7902 67.1153 62.9753 29.1987 23.8493 22.3075 18.2378 16.6027 13.6938 4.43257
threshold=4.5000000000000009 2000.5000000000002 148.50000000000003 149.45000000000002 179.49500000000003 1.0000000180025095e-35 6598.5000000000009 5.5000000000000009 371.50000000000006 999.50000000000011 1000.5000000000001 1.0000000180025095e-35 1276.5000000000002 1299.5000000000002 63.500000000000007 3634.5000000000005 278.49500000000006 299.50000000000006 -187.49999999999997 179.49500000000003 377.50000000000006 -213.49999999999997 -237.49999999999997 354.50000000000006 3373.5000000000005 28.500000000000004 4426.0000000000009 1.0000000180025095e-35 12994.500000000002 -15.499999999999998
left_child=9 2 5 25 -5 14 8 -7 23 16 11 29 27 -14 -2 24 19 18 -18 21 -19 -1 -21 -3 -8 -4 -10 -12 -17 -11
right_child=1 6 3 4 -6 7 15 -9 26 10 12 -13 13 -15 -16 28 17 20 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0022018729229207785 -0.011361232744000659 0.0076078462167240074 -0.04830197682292213 0.01878156781522719 -0.0044311764700616469 -0.010761586182979562 -0.0022433292919166355 0.0046670235823241734 -0.008631614420730932 0.048826411184003334 -0.007635699318095295 -0.044814838422420421 0.027054062811246438 0.0017649518584758721 -0.031319872689700649 -0.0013760034333734172 -0.00064075681465508095 0.010168476810985025 -0.017545920281664872 0.0022320556761301876 -0.00038687885448298931 0.0025180337365642378 0.012764435011546699 0.025883365709198317 0.0070886539564650464 -0.025187531728652957 0.0028742663203692436 0.011075585686083094 -0.023617291362469522 0.037413335733686097
leaf_weight=13997.565859809518 1170.8940824866295 6936.6062628179789 1197.7265642359853 1555.9895789474249 26248.005810052156 743.07185189425945 6112.9333499670029 11756.773124054074 722.04324218630791 983.81620739679784 2840.9773046970367 139.39084675908089 444.91253572702408 9086.5079610291868 285.38388324156404 95.029295533895493 2728.4224884882569 2498.3999470174313 2208.591486569494 2712.2998259067535 16615.361426580697 16305.074636731297 2976.994851090014 225.66711297631264 771.0001872330904 114.34712498635054 658.51109504699707 123.71543221175671 254.67835732549429 93.125378400087357
leaf_count=157783 6663 36520 11524 11630 136240 6110 28413 53044 3085 111101 43634 2132 7922 131327 4625 392 32203 29325 23773 31175 210182 226560 37157 998 3186 1104 2854 1305 2356 6175
internal_value=0 -0.0014156 -0.00286001 -0.00507686 -0.00313213 0.00176493 0.00252784 0.00374985 0.00635317 0.00116319 0.00386692 0.0372214 0.000620298 0.00294541 -0.0152725 -0.00198981 0.000545716 -0.000894908 -0.00820334 0.00150838 0.000992834 0.000337788 0.00774326 0.00818367 -0.00119815 -0.0462876 -0.00314342 -0.00685488 -0.0175735 0.0478395
internal_weight=0 58848.7 43072.2 29116.1 27804 13956.1 15776.5 12499.8 8542.83 73755.2 13712.4 1216.33 12496.1 9531.42 1456.28 7233.64 60042.7 24050.8 4937.01 35991.9 19113.8 30302.6 5689.29 7162.27 6883.93 1312.07 1380.55 2964.69 349.708 1076.94
internal_count=1360498 308744 230940 160498 147870 70442 77804 59154 43457 1051754 303596 119408 184188 139249 11288 34347 748158 295483 55976 452675 239507 384343 68332 37518 31599 12628 5939 44939 2748 117276

Tree=82
num_cat=0
split_feature=0 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 0 0 0 0 0 0
split_gain=82.8113 289.587 350.126 87.3517 106.69 330.071 846.563 284.417 61.3231 49.2068 248.666 56.6298 36.8489 36.8211 35.7149 26.7907 26.301 24.3119 16.2501 12.1206 11.6356 8.58758 7.88397 3.48283 3.45492 2.27327 0.679823 0.00865826 0.0049868
threshold=336.50000000000006 399.50000000000006 397.50000000000006 222.50000000000003 44.500000000000007 199.49500000000003 198.48000000000005 548.50000000000011 5.4900000000000011 350.49500000000006 347.50000000000006 997.50000000000011 120793.00000000001 898.50000000000011 899.50000000000011 299.50000000000006 42.975000000000001 989.50000000000011 354.50000000000006 1795.5000000000002 3547.0000000000005 698.50000000000011 1.0000000180025095e-35 3373.5000000000005 325.50000000000006 3634.5000000000005 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 9 6 -6 -7 23 10 -1 -11 18 16 24 -10 22 -16 20 -20 -3 -18 -5 -2 -15 -14 28 -28 -4
right_child=1 12 26 13 5 7 -8 -9 15 11 -12 -13 25 14 17 -17 21 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=6.2251752844130431e-05 -0.041315596237086444 0.00040440666863446426 -0.055289611351704453 0.04999844836262167 0.0011340368982242423 0.01729152755866456 -0.057809494525621119 -0.0031698213088923173 0.0046829170600750187 0.0038064702526974235 -0.036390198320820952 5.413626505989394e-05 0.0017199557366264593 -0.021359864847742396 0.029739099913149655 0.050384056576824647 0.026102731047845908 0.0048975525613488341 0.0066801593047497859 -0.0025167711685112181 0.010251485406483948 0.011248281541827318 0.0039112819464637849 0.0040581088546667882 0.0020534673759099592 -0.027795942915860468 -0.058491275603794628 -0.059083734266926029 -0.05481686691746876
leaf_weight=59654.24468813464 77.30720229446888 701.47133687138557 112.25346431136131 9.5338820666074735 1721.3608352765441 1928.0451770871878 942.78699484467506 14255.723498106003 382.42356370389462 21282.284838613123 471.54496189951897 19060.100599263329 6.8560854792594901 140.3181390017271 100.6921238899231 35.00295378267765 414.56868270039558 4507.7251799404621 388.25794368982315 4634.1155223548412 524.16255417466164 127.13422404229641 347.78984020650387 4.4740159213542929 17.749261528253555 134.47419183701277 239.86490428447723 83.007838487625122 110.89060793817043
leaf_count=620343 1741 3289 849 53 9292 8146 6398 66147 1599 241136 3351 341299 31 563 406 147 1803 22884 1678 19425 2632 522 1475 21 71 1883 1839 638 837
internal_value=0 -0.00510847 -0.0295065 0.000323215 3.51754e-05 -0.00341678 -0.0197249 -0.000732169 0.000758425 0.000682765 -0.000223632 0.00203365 -0.00111722 0.00638936 0.00463876 0.00851515 0.0156707 0.00544033 -0.000546136 -0.0018058 0.00461567 0.0226165 0.00514095 -0.0388333 -0.0187308 -0.0263641 -0.0571769 -0.0586436 -0.0550547
internal_weight=0 7434.56 1045.22 124982 119316 18847.9 2664.15 16183.8 499.208 100468 60125.8 40342.4 6389.34 5665.51 4766.48 417.427 899.027 4608.42 6248.01 5022.37 1225.63 541.703 357.324 81.7812 158.067 141.33 546.017 322.873 223.144
internal_count=1360498 36609 7671 1323889 1296112 89983 15690 74293 3508 1206129 623694 582435 28938 27777 23924 1746 3853 23290 27024 21103 5921 2325 1528 1762 634 1914 4163 2477 1686

Tree=83
num_cat=0
split_feature=0 1 1 0 0 1 1 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0
split_gain=75.1252 269.379 335.152 79.9084 138.29 186.372 136.757 63.2716 157.614 139.957 57.2779 41.4551 43.5686 34.102 25.728 26.499 24.4336 23.2413 19.1405 15.2607 58.9746 15.1789 15.1161 8.84137 2.1437 1.80747 0.700382 0.0089629 0.00511177
threshold=336.50000000000006 399.50000000000006 397.50000000000006 190.50000000000003 161.50000000000003 899.50000000000011 198.48000000000005 -24.499999999999996 258.50000000000006 -58.499999999999993 1.0000000180025095e-35 898.50000000000011 2299.5000000000005 120793.00000000001 179.49500000000003 457.50000000000006 299.50000000000006 16601.050000000003 899.50000000000011 595.50000000000011 598.50000000000011 989.50000000000011 548.50000000000011 149.45000000000002 3634.5000000000005 348.50000000000006 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 10 4 7 6 -6 9 -9 -1 25 14 18 19 23 -16 -12 -14 -13 22 -21 -7 -3 -5 -15 -2 28 -28 -4
right_child=1 13 26 11 5 21 -8 8 -10 -11 16 12 17 24 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.00076837272858915799 -0.033190427493151001 -0.0073956434799507384 -0.054632739183396499 0.010523441270108541 -0.0040636431831390122 0.037899445032084672 -0.065875168752219049 -0.0041994281538305376 0.0014044417788701552 0.013179082224046327 0.0039706385022557694 -0.018736358286044651 0.0070996514465597573 0.0016349397113579762 0.049474461639829354 0.017423732377970954 0.047367396265915053 -0.0065878971778956189 -0.0016556520323595192 -0.056057756417295927 -0.0003906665222898351 -0.0052882944064963772 0.03439669954549595 -0.019984366742842152 -0.027051931271826885 -0.04932581966853529 -0.057947226092120087 -0.058562577047965129 -0.054144887556160128
leaf_weight=63350.136563092005 34.119566537439823 33.677245751023293 108.03013966977596 702.05357395112514 136.61907946318388 20.742721453309059 259.37503129243851 22972.735084317625 27649.655687997118 2356.1371859987266 391.97646208107471 191.61882463097572 4379.7799912244081 6.8520772606134406 90.287327274680138 225.71026669442654 35.360869780182838 333.76830621063709 1138.5325026065111 47.951893672347069 6105.7064806073904 1061.3863701224327 60.51594103872776 24.580039501190186 131.34465795755386 35.32572478055954 230.2543977946043 79.644325599074364 106.75839458405972
leaf_count=895137 831 166 849 3060 738 83 1111 154583 175673 56738 1638 769 22402 31 369 930 147 1583 5457 266 26324 5139 268 117 1883 892 1839 638 837
internal_value=0 -0.00487553 -0.0287162 0.00030696 -3.22653e-06 -0.0152006 -0.04455 0.000189878 -0.00113863 0.0012134 0.000717489 0.00546365 0.00387525 -0.00106213 0.014671 0.0265813 0.00756159 0.00613043 -0.00411626 -0.00051872 -0.000824448 -0.00446045 0.0194545 0.00949145 -0.0256296 -0.0413982 -0.0565845 -0.0581054 -0.0543903
internal_weight=0 7407.52 1021.47 124893 117807 1478.12 395.994 116329 50622.4 65706.3 496.783 7086.33 6043.7 6386.05 1042.63 315.998 427.337 4713.55 1330.15 6247.85 6153.66 1082.13 94.1932 726.634 138.197 69.4453 524.687 309.899 214.789
internal_count=1360498 36609 7671 1323889 1289202 7071 1849 1282131 330256 951875 3508 34687 30211 28938 4476 1299 1785 23985 6226 27024 26590 5222 434 3177 1914 1723 4163 2477 1686

Tree=84
num_cat=0
split_feature=0 1 1 1 1 1 0 1 0 0 1 0 1 0 1 1 1 1 0 1 1 0 0 0 1 0 0 0 0 0
split_gain=68.4775 129.66 237.17 705.284 273.971 624.253 340.175 66.5591 55.7218 51.9121 48.6257 43.4229 115.574 49.961 40.0182 39.4586 76.3656 37.351 228.161 121.368 32.9316 28.1381 23.0703 19.906 11.5927 10.915 9.15449 6.91834 3.76821 3.33819
threshold=8.5000000000000018 1360.5000000000002 999.50000000000011 1000.5000000000001 549.50000000000011 539.50000000000011 44.500000000000007 6598.5000000000009 371.50000000000006 28.500000000000004 3399.5000000000005 -284.49999999999994 10.985000000000001 -304.49999999999994 16601.050000000003 99.490000000000023 129.49000000000004 1.0000000180025095e-35 -85.499999999999986 10.985000000000001 3000.5000000000005 3634.5000000000005 3373.5000000000005 -308.49999999999994 12994.500000000002 44.500000000000007 -292.49999999999994 1.5000000000000002 -136.49999999999997 7.5000000000000009
left_child=11 2 4 25 5 -2 -6 8 10 -5 -3 12 13 -1 17 23 -17 18 -13 -19 -10 22 -9 -14 -23 -4 -15 28 -16 -29
right_child=1 7 3 9 6 -7 -8 21 20 -11 -12 14 15 26 27 16 -18 19 -20 -21 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00019968135263104974 -0.0024212895351496473 0.0027207035391614066 -0.047097765081341905 0.014077296651686786 0.028051441317172871 -0.042205025029624602 0.00089451834909355155 -0.0023015751095994607 -0.015857685594258916 -0.004285155071760768 0.0097357479438348951 0.0095607011368414232 -0.0097336242675089453 -0.018916803880219855 -0.0030520113843359059 -0.041057198277728919 -0.001443636122199766 -0.017779363490464429 -0.011053155974326333 0.0012319007132575617 8.0139741135558916e-05 -0.0011609049004989297 0.0068846777426862602 0.0079955265734382892 -0.021719902911456975 0.00077283582145287245 -0.029516549443008345 0.055186185626577747 -0.021750414674416393 -0.0017696606347298441
leaf_weight=304.68661246448755 20505.326171770692 6369.6950150430202 1199.2537004649639 450.63789437711239 1530.1387255787849 1035.8377329707146 4680.2494656592607 6054.2201819270849 466.36383186280727 2638.478405430913 4035.1790115386248 5713.1518846563995 175.68262481689453 431.35708343982697 30.543965995311737 124.87795799225569 4722.0211571380496 850.53302729874849 1754.5913211032748 64724.636063103098 1062.5800794661045 95.098562851548195 770.43936201930046 1602.4272966384888 245.77915282547474 12.027089849114416 385.95069231837988 4.3634464442729932 228.62626325339079 6.2682774811983109
leaf_count=2421 108105 32774 13314 2728 7635 4659 19351 28107 1964 12098 21328 88985 1769 3176 210 1215 58250 7444 18052 892105 4591 392 3186 19840 2356 49 2834 21 1508 31
internal_value=0 -0.00141671 -0.00335996 -0.014286 -0.00166685 -0.00433435 0.00758554 0.00184438 0.00413156 -0.00160645 0.00544125 0.000919688 -0.00264031 -0.0174802 0.00129588 -0.000127064 -0.00246426 0.00136687 0.00471735 0.000985318 -0.00478127 -0.00196478 -0.00126453 0.00624383 -0.0159843 -0.0466224 -0.0239222 -0.0179251 -0.0195468 0.021606
internal_weight=0 51151.3 32051.9 4300.4 27751.6 21541.2 6210.39 19099.4 11933.8 3089.12 10404.9 81059.7 7747 1121.99 73312.7 6625.01 4846.9 73042.9 7467.74 65575.2 1528.94 7165.54 6824.66 1778.11 340.878 1211.28 817.308 269.802 259.17 10.6317
internal_count=1360498 262637 167939 28189 139750 112764 26986 94698 60657 14826 54102 1097861 89505 8431 1008356 81074 59465 1006586 107037 899549 6555 34041 31293 21609 2748 13363 6010 1770 1718 52

Tree=85
num_cat=0
split_feature=0 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 0 0 0 0 0
split_gain=65.5692 250.123 321.735 71.7058 75.4381 276.004 841.982 267.538 53.5406 42.5025 48.4495 29.8618 22.4481 29.7921 21.8163 21.6256 15.1224 56.034 14.8276 11.8086 11.5586 11.2216 7.98963 6.70832 6.66921 5.83651 1.83775 0.724403 0.00931778 0.00525885
threshold=336.50000000000006 399.50000000000006 397.50000000000006 251.50000000000003 44.500000000000007 199.49500000000003 198.48000000000005 548.50000000000011 1.0000000180025095e-35 14798.500000000002 350.49500000000006 22530.000000000004 898.50000000000011 2921.5000000000005 299.50000000000006 59.460000000000008 595.50000000000011 598.50000000000011 548.50000000000011 11192.500000000002 348.50000000000006 1298.5000000000002 698.50000000000011 120793.00000000001 1.0000000180025095e-35 -136.49999999999997 348.50000000000006 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 9 6 -6 -7 26 10 -1 16 15 21 -10 24 18 -18 -3 -15 -13 -14 -17 -22 -5 -11 -2 29 -29 -4
right_child=1 11 27 12 5 7 -8 -9 14 25 -12 20 13 19 -16 22 17 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00019471263083066081 -0.032480578360470157 -0.0067715314432586051 -0.053973132575253782 0.046759468052773222 0.0019246824512952677 0.017066150736037487 -0.056979711922766421 -0.0025907633239218028 0.003893468730130337 -0.00084658692782079012 0.0020573718232870333 0.028495309588340435 0.0059619602138632818 0.010415322758638058 0.044749240595349273 0.02650971296937614 -0.054946386452225549 0.0001311243874693865 0.034706690225535269 0.0025268264728251508 -0.010778449557250797 -0.0052556282644750599 0.011160708086321882 -0.024297868827898791 0.0037655383956693637 -0.015853747064546557 -0.049079148452313537 -0.057414800134937938 -0.058056003757099975 -0.053468268699467129
leaf_weight=60079.155306152999 33.024946041405201 33.486302569508553 103.75392716377974 9.2834480106830579 1844.4858550056815 1947.1773367524147 903.99091041088104 15590.96637699008 391.94675670564175 75.906242117285728 39637.096358194947 15.867616325616835 317.88209474086761 1677.8663584440947 35.646605774760246 299.05278180539608 46.549882844090462 5793.6074910312891 60.426359891891479 661.41785341501236 296.64234581589699 746.48989456892014 118.32926239073277 132.84942409396172 317.69040408730507 442.3324363604188 33.6845423579216 220.5408962443471 76.24581290781498 102.57324267178774
leaf_count=623694 831 166 849 50 9828 8216 6398 72908 1638 537 579118 74 1347 8838 147 1306 266 25055 268 3227 1195 3802 485 1914 1355 2780 892 1839 638 837
internal_value=0 -0.00456545 -0.0278498 0.000285957 6.34944e-05 -0.0027171 -0.0174493 -0.000408349 0.000799738 0.000626263 0.000700488 -0.000924968 0.00674963 0.00502951 0.00729944 0.0146151 1.21975e-05 -0.000307879 0.0199169 0.0081849 -0.013412 -0.00190542 0.0221582 -0.0149602 0.00498622 -0.0136557 -0.0408619 -0.0559976 -0.0575795 -0.0537221
internal_weight=0 7376.85 997.417 124669 120521 20286.6 2748.48 17538.1 494.303 100234 99716.3 6379.43 4148.01 3403.66 427.593 744.356 5934.07 5840.16 93.9127 2339.28 445.359 1064.37 417.382 429.492 326.974 518.239 66.7095 503.114 296.787 206.327
internal_count=1360498 36609 7671 1323889 1303479 97350 16226 81124 3508 1206129 1202812 28938 20410 17214 1785 3196 25755 25321 434 12065 3183 5149 1791 3109 1405 3317 1723 4163 2477 1686

Tree=86
num_cat=0
split_feature=0 1 1 0 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 1 0 0 0
split_gain=59.4885 232.487 308.163 66.2834 125.848 175.001 150.14 52.1423 348.726 49.943 38.0687 36.4411 37.112 65.2343 27.335 22.4643 22.2994 19.504 18.8726 14.4041 14.0471 9.52186 8.34555 2.03561 1.86284 1.34826 0.748643 0.00968128 0.00540426
threshold=336.50000000000006 399.50000000000006 397.50000000000006 190.50000000000003 161.50000000000003 898.50000000000011 198.48000000000005 44.500000000000007 199.49500000000003 1.0000000180025095e-35 14798.500000000002 898.50000000000011 1901.5000000000002 1897.5000000000002 120793.00000000001 179.49500000000003 457.50000000000006 299.50000000000006 16601.050000000003 495.50000000000006 354.50000000000006 2455.0000000000005 149.45000000000002 3634.5000000000005 348.50000000000006 457.50000000000006 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 9 4 7 6 -6 10 -9 24 -1 15 13 -13 19 22 -17 -11 -14 25 -21 -7 -5 -16 -2 -3 28 -28 -4
right_child=1 14 26 11 5 21 -8 8 -10 17 -12 12 18 -15 23 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.00066582479328826556 -0.03181552808978768 0.044778363160728758 -0.053364266185349278 0.0097621074881074112 -0.0038341840557022133 -0.014144438366055343 -0.070546412548180726 -0.020404795527793031 0.00057661619715087089 0.0036995362755962687 -0.012867547986798898 -0.0011822616139707792 0.0061635740009395546 -0.045472463892432258 0.0028643821634384515 0.045620466241738114 0.016302778962286487 0.042205412255727159 -0.0061307010697906712 0.0043179923550336514 -0.0016658289307334908 -0.0025247705244258005 -0.019872552772342029 -0.025023885836197347 -0.048843481957082893 0.084330793193179848 -0.056934089356241925 -0.057601618830086715 -0.052842462476001717
leaf_weight=99666.697675387841 32.054398756474257 4.3931789696216565 99.791385680437088 699.17267927527428 136.66916665434837 219.20683142542839 220.26021006703377 2319.3027827888727 13553.471291899681 391.87025927007198 522.35495688021183 997.54849393665791 4594.6606860905886 90.697074741125107 6.9095966070890418 90.967758625745773 225.98778621852398 35.898535907268524 334.9038398116827 1219.0540469288826 5017.7480383515358 900.93098889291286 24.592826798558235 123.3981007039547 32.19245408475399 4.2283603250980377 211.51137945055962 73.084864407777786 98.696997754275799
leaf_count=1202812 831 22 849 3060 738 1005 968 14349 61653 1638 3317 4548 23633 447 31 369 930 147 1583 5913 21068 4360 117 1883 892 21 1839 638 837
internal_value=0 -0.00435729 -0.0270947 0.000271476 -1.11316e-05 -0.0145137 -0.0450021 0.000173437 -0.00248915 0.000757357 0.000595266 0.00497747 0.00348345 -0.00487352 -0.000879844 0.0136164 0.0247171 0.00693097 0.00532833 -0.000406945 -0.000496223 -0.0047987 0.00875515 -0.0235451 -0.0403478 0.0641765 -0.0554617 -0.0571055 -0.0531048
internal_weight=0 7350.83 975.1 124597 117539 1477.07 356.929 116062 15872.8 492.016 100189 7058.53 6017.81 1088.25 6375.73 1040.72 316.956 427.769 4929.56 6245.42 6236.8 1120.14 723.766 130.308 64.2469 8.62154 483.085 284.596 198.488
internal_count=1360498 36609 7671 1323889 1289202 7071 1706 1282131 76002 3508 1206129 34687 30211 4995 28938 4476 1299 1785 25216 27024 26981 5365 3177 1914 1723 43 4163 2477 1686

Tree=87
num_cat=0
split_feature=0 0 1 1 1 1 1 1 0 1 0 1 1 0 0 1 0 1 0 0 0 0 0 1 1 1 0 0 0 0
split_gain=54.4532 97.2592 275.452 92.9371 185.217 111.203 1077.22 130.19 107.218 95.8039 73.2223 111.24 80.9852 51.6711 46.7155 39.7147 506.504 122.359 181.936 120.912 106.17 27.4151 26.3155 24.4136 23.2424 15.3367 13.5801 32.7358 10.0172 1.05356
threshold=-12.499999999999998 -65.499999999999986 1.0000000180025095e-35 2000.5000000000002 1999.9950000000001 148.50000000000003 149.45000000000002 5.4900000000000011 6.5000000000000009 6598.5000000000009 -24.499999999999996 178.50000000000003 1019.5000000000001 207.50000000000003 371.50000000000006 1.0000000180025095e-35 -261.49999999999994 14.995000000000003 -226.49999999999997 -71.499999999999986 -187.49999999999997 354.50000000000006 -304.49999999999994 17897.000000000004 12000.500000000002 4426.0000000000009 -60.499999999999993 -58.499999999999993 3634.5000000000005 -62.499999999999993
left_child=1 15 26 4 5 7 -7 -2 -6 14 12 -12 -4 -10 21 16 22 18 -17 -18 -19 -5 -1 24 -11 -16 29 -28 -25 -3
right_child=3 2 10 9 8 6 -8 -9 13 23 11 -13 -14 -15 25 17 19 20 -20 -21 -22 -23 -24 28 -26 -27 27 -29 -30 -31
leaf_value=-0.00036132853069594602 -0.0092005498773420052 0.0053652732929982865 0.025834559960310213 0.0068976437359898977 -0.018037739290890649 -0.04766178801918397 -0.0014468117513933905 0.0032427224024215561 -0.10047104590625511 -0.0029111509777267255 -0.018330714081752811 0.018939832571568713 0.003262423861235068 0.016741777000594437 -0.0075905686027643087 0.019451135045368901 0.014775818458494676 0.0017147149201703815 -0.059808729127182172 -0.059255819048433939 -0.003071384687777116 0.024678185051376325 -0.016113559804257504 -0.0063107494955606316 0.0035436448441905758 0.0029474497268540366 -0.05452915140876833 -0.017532666423644826 -0.018667641228775397 -0.0059497701504197739
leaf_weight=302.09227795153856 2436.4245934858918 44.265897572040558 1645.1485047829337 7089.5161690190434 1076.672039296478 1317.7584414929152 29222.325599849224 15318.164620958269 59.037849247455597 3861.3517075479031 352.98368086665869 462.5458301724866 523.92521165311337 11.183455929160116 725.50009648501873 113.6196370869875 4550.9897913523018 38769.347668341361 199.58365648984909 55.830112740397453 16526.50815648213 223.62831692397594 2167.2829596623778 1095.5354357212782 2183.104707442224 658.78276598453522 66.845617592334747 566.63025183975697 192.8842603340745 38.43525568395853
leaf_count=2397 17583 530 48996 39953 4554 12854 184822 90363 324 18224 4200 10925 11627 49 3085 1200 79572 542827 2581 894 235311 998 19500 4816 10156 2854 542 6135 2175 451
internal_value=0 0.00102171 0.0088982 -0.0010105 -0.00208316 -0.00161156 -0.00344092 0.00153516 -0.021942 0.00229785 0.0155803 0.00280811 0.0203824 -0.0818037 0.00584707 0.000556699 0.00408476 0.000107758 -0.0310559 0.0138786 0.000284273 0.00744135 -0.0141865 -0.00191182 -0.000579842 -0.00257551 -0.0189489 -0.0214366 -0.00816065 0.000106621
internal_weight=0 66386 3700.78 65471.9 49441.6 48294.7 30540.1 17754.6 1146.89 16030.3 2984.6 815.53 2169.07 70.2213 8697.43 62685.3 7076.2 55609.1 313.203 4606.82 55295.9 7313.14 2469.38 7332.88 6044.46 1384.28 716.177 633.476 1288.42 82.7012
internal_count=1360498 967688 83406 392810 310549 305622 197676 107946 4927 82261 75748 15125 60623 373 46890 884282 102363 781919 3781 80466 778138 40951 21897 35371 28380 5939 7658 6677 6991 981

Tree=88
num_cat=0
split_feature=0 1 1 0 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 1 0 0 0 0
split_gain=52.8847 216.671 294.553 57.7254 63.1177 229.742 801.826 252.227 45.826 36.9896 222.431 57.7645 23.7129 18.2672 25.8794 19.2404 19.1287 18.2495 13.041 52.341 13.7635 10.1527 8.2966 6.57023 6.01731 5.54593 1.90342 0.775713 0.0100885 0.00556643
threshold=336.50000000000006 399.50000000000006 397.50000000000006 251.50000000000003 44.500000000000007 199.49500000000003 198.48000000000005 548.50000000000011 1.0000000180025095e-35 350.49500000000006 347.50000000000006 -135.49999999999997 22530.000000000004 898.50000000000011 3968.4900000000002 42.975000000000001 6096.5000000000009 14.995000000000003 595.50000000000011 598.50000000000011 548.50000000000011 348.50000000000006 899.50000000000011 10.985000000000001 698.50000000000011 120793.00000000001 348.50000000000006 348.50000000000006 358.50000000000006 343.50000000000006
left_child=3 2 8 4 9 6 -6 -7 26 10 -1 -11 18 15 22 23 -16 -10 20 -20 -3 -14 -15 -5 -17 -23 -2 29 -29 -4
right_child=1 12 27 13 5 7 -8 -9 17 11 -12 -13 21 14 16 24 -18 -19 19 -21 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=5.7680759086803231e-05 -0.030950562269504614 -0.0072449701396871237 -0.052759134127494757 0.032133079186499353 0.0025230639611757799 0.016558211041131723 -0.056011411536991018 -0.002520800340737457 0.025367701664878551 0.00024880428564574982 -0.034246442373652153 0.0041522932029792623 0.027454023153585284 -0.01470252220854573 0.015172120801539632 0.022955554165218328 0.0047280195614225863 0.00084451000203976867 -0.053877972374923255 0.00015714775522857844 0.032586167541441086 -0.0097543728220236617 0.00039348137545091271 0.0010494499471886797 0.0098544675688616717 -0.022284132027406308 -0.048561818375579158 -0.056469273011674648 -0.057165751645410705 -0.052218854720374942
leaf_weight=59480.020178031176 30.865869708359241 33.629504933953285 95.854968689382076 18.150135546922684 1841.8546795174479 1948.8622478097677 857.40458273887634 15588.086073338985 98.588354304432869 24688.064599468373 476.32856913655996 15382.875445102807 15.707418113946913 97.777416050434113 658.02832245826721 337.49933983385563 1313.6132666319609 329.13831605017185 45.165115565061569 5791.8744666278362 61.07860167324543 296.62057676911354 1316.1218599677086 268.35631826519966 118.38979987800121 125.7554506957531 30.506061315536499 202.55138466507196 69.948852613568306 94.845628783106804
leaf_count=620343 831 166 849 86 9828 8216 6398 72908 397 384239 3351 198196 74 393 3600 1479 6570 1388 266 25055 268 1195 6651 1146 485 1914 892 1839 638 837
internal_value=0 -0.00411703 -0.0263619 0.000255537 5.59845e-05 -0.00249069 -0.0160701 -0.00040057 0.000699603 0.000571194 -0.000214851 0.00174732 -0.00079139 0.00606932 0.00451177 0.0131722 0.0082137 0.00649695 3.76698e-05 -0.000260958 0.0184427 -0.012017 -0.000650474 0.00301859 0.0195533 -0.0134849 -0.0397046 -0.0549364 -0.0566481 -0.0524904
internal_weight=0 7322.13 952.299 124391 120263 20236.2 2699.26 17536.9 489.099 100027 59956.3 40070.9 6369.83 4127.94 3385.54 742.396 1971.64 427.727 5931.75 5837.04 94.7081 438.083 1413.9 286.506 455.889 422.376 61.3719 463.201 272.5 190.701
internal_count=1360498 36609 7671 1323889 1303479 97350 16226 81124 3508 1206129 623694 582435 28938 20410 17214 3196 10170 1785 25755 25321 434 3183 7044 1232 1964 3109 1723 4163 2477 1686

Tree=89
num_cat=0
split_feature=1 1 0 1 0 1 1 0 0 0 1 0 0 0 0 1 0 0 1 0 1 1 0 0 1 1 0 0 0 0
split_gain=48.7977 728.415 239.527 258.584 232.885 93.0621 513.579 227.846 117.667 94.4205 83.5064 285.247 151.613 73.653 519.978 72.0107 105.945 95.298 43.1404 41.9708 45.454 28.1815 17.4675 8.12964 6.72064 9.77088 3.66487 2.31962 0.737605 1.15132
threshold=549.50000000000011 548.50000000000011 336.50000000000006 397.50000000000006 314.50000000000006 698.50000000000011 699.49500000000012 3.5000000000000004 314.50000000000006 -130.49999999999997 398.50000000000006 44.500000000000007 67.500000000000014 -124.49999999999999 -53.499999999999993 997.50000000000011 4.5000000000000009 -1.0000000180025095e-35 10.985000000000001 152.50000000000003 598.50000000000011 399.50000000000006 44.500000000000007 -279.49999999999994 575.50000000000011 585.46500000000003 -120.49999999999999 358.50000000000006 336.50000000000006 358.50000000000006
left_child=1 2 10 18 13 7 8 24 9 -7 12 -12 -1 23 -15 16 -8 -17 -4 22 -21 -5 -9 -3 26 -26 -2 -10 -6 -30
right_child=5 4 3 21 28 6 15 19 27 -11 11 -13 -14 14 -16 17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00010504141946612058 0.004868259105312414 -0.03526678107051847 -0.035193109647404019 -0.054446041362683266 0.020143653838568948 -0.0052154794711293563 0.00060120960417826017 0.020491216906084252 0.020632440330406357 -0.049206993610415556 0.0024592524117191261 0.041273808456510255 -0.010273888971887952 -0.35162698176237445 -0.049771446288151631 0.0037343431092179908 0.011704524893546911 -0.001489211327106346 0.0068434548280514613 -0.035228245784273873 0.020793631003527536 -0.006905097204031348 0.031286856941503786 0.012357851855792861 -0.007173117313031642 0.00097592549931061401 0.018290925255794736 -0.0017061689426239677 0.031818739150465958 0.014640367408308097
leaf_weight=63921.473680209368 331.34112492203712 11.071910724043844 71.553230166435242 444.47856487333775 57.763249218463898 147.15962456166744 5124.8446901775897 863.47506466507912 79.901747912168503 712.70403007790446 6829.5697270408273 508.58666548132896 3723.5849297046661 14.514638073742388 835.52594713494182 13115.613257030025 3699.0997047647834 26121.813179638237 415.14545547962189 62.251790970563889 86.54325196146965 33.523315668106079 661.92502020299435 46.996383033692837 416.29769686982036 3160.202984970063 60.073494914919138 13.598843574523924 45.434570237994194 12.420022755861281
leaf_count=660897 4048 133 1773 4163 237 1813 67189 5373 345 3448 75794 2150 20439 180 3927 297721 16764 141286 1735 351 377 166 2762 579 5321 40282 933 61 197 54
internal_value=0 -0.000799915 -0.000235202 -0.0249909 -0.0426947 0.00115378 0.000453791 0.0072348 -0.0358857 -0.0416782 8.3294e-05 0.00514938 -0.000466276 -0.051204 -0.0549257 0.00117464 0.00525585 0.000256829 0.000663344 0.0227033 -0.0026444 -0.0511119 0.0251758 0.00327724 0.000708136 2.73928e-05 0.00692834 0.0173835 0.0241405 0.0281309
internal_weight=0 76971.6 75947.9 964.701 1023.73 54656.8 49014.7 5642.11 953.364 859.864 74983.2 7338.16 67645.1 908.109 850.041 48061.4 8823.94 39237.4 486.699 1674.2 148.795 478.002 1525.4 58.0683 3967.92 3576.5 391.415 93.5006 115.618 57.8546
internal_count=1360498 772424 767117 7837 5307 588074 528627 59447 5667 5261 759280 77944 681336 4819 4107 522960 83953 439007 3508 8863 728 4329 8135 712 50584 45603 4981 406 488 251

Tree=90
num_cat=0
split_gain=44.081 662.195 221.339 247.02 212.919 84.1418 466.79 206.671 107.493 87.5383 75.4379 255.015 137.061 67.558 308.037 65.0737 95.8908 87.7457 40.1401 38.0934 33.8873 27.8462 15.3824 7.21521 6.10665 9.18348 3.39704 2.07388 0.643287 1.01788
threshold=549.50000000000011 548.50000000000011 336.50000000000006 397.50000000000006 314.50000000000006 698.50000000000011 699.49500000000012 3.5000000000000004 314.50000000000006 -130.49999999999997 398.50000000000006 44.500000000000007 67.500000000000014 -124.49999999999999 -53.499999999999993 997.50000000000011 4.5000000000000009 -136.49999999999997 1.0000000180025095e-35 126.50000000000001 597.50000000000011 399.50000000000006 44.500000000000007 -279.49999999999994 575.50000000000011 649.50000000000011 -120.49999999999999 358.50000000000006 336.50000000000006 358.50000000000006
leaf_value=9.9796006445619244e-05 0.0046438260954926071 -0.032531021152496252 -0.038687235064602782 -0.053974419402096831 0.019075825811311758 -0.0049329942489633564 0.00057144191456280516 0.019679691442127892 0.019497632071097969 -0.047254357371566247 0.0023406724181282384 0.038919655114581189 -0.009775703532763292 -0.2508166412354863 -0.048080253836933026 0.0047346739464239843 0.011141992024656749 -0.0010016682006187654 0.0058958465448788275 0.071891318278984401 -0.0089505987572999872 -0.0065802974249210798 0.029863928294514439 0.011862995573849896 -0.001798058183877369 0.0035451682472885057 0.017656180049840594 -0.0016217945721590703 0.029961451509706711 0.013850059245139715
leaf_weight=63917.193372249603 330.02150246500969 11.394170261919497 57.249530170112848 426.40212401002645 57.942123502492905 147.79061987996101 5122.2860060967505 854.36488261818886 80.313644930720329 705.23856414109468 6817.1101198233664 512.28269085288048 3717.8282371759415 19.173099622130394 822.01634346321225 8516.1963216550648 3691.7577422782779 30692.495845810976 427.3946049362421 14.24426333606243 144.10644590854645 33.421760559082031 655.04412324726582 46.521355807781219 2355.404512565583 1221.0233324766159 59.145580653101206 13.5912027657032 45.827952280640602 12.47094342112541
leaf_count=660897 4048 133 1723 4163 237 1813 67189 5373 345 3448 75794 2150 20439 180 3927 194612 16764 244395 1785 65 708 166 2717 579 29860 15743 933 61 197 54
internal_value=0 -0.000760493 -0.000223965 -0.0242779 -0.0408722 0.00109716 0.000431442 0.00688408 -0.0343327 -0.039922 7.90879e-05 0.00489733 -0.00044305 -0.0491049 -0.0527012 0.00111694 0.00499891 0.000244275 0.000629383 0.0216518 -0.00167855 -0.0505296 0.0240994 0.00312902 0.000673399 2.61654e-05 0.00662144 0.0164409 0.0228068 0.026515
internal_weight=0 76924.2 75908.9 944.468 1015.35 54603 48969.7 5633.35 946.934 853.029 74964.4 7329.39 67635 899.105 841.189 48022.7 8814.04 39208.7 484.644 1667.76 158.351 459.824 1509.41 57.9155 3965.59 3576.43 389.167 93.9048 116.241 58.2989
internal_count=1360498 772424 767117 7837 5307 588074 528627 59447 5667 5261 759280 77944 681336 4819 4107 522960 83953 439007 3508 8863 773 4329 8090 712 50584 45603 4981 406 488 251

Tree=91
num_cat=0
split_feature=1 1 0 0 1 0 0 0 1 1 1 0 1 0 1 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0
split_gain=43.6082 938.033 232.127 73.4825 174.153 80.8609 71.9573 59.3218 815.909 279.495 156.009 70.9669 302.964 168.879 57.2668 65.863 31.5414 187.218 184.641 122.949 89.4465 89.0195 44.9909 26.1392 22.5184 16.2804 9.71937 3.48756 2.02068 0.0099812
threshold=148.50000000000003 149.45000000000002 -21.499999999999996 -268.49999999999994 1.0000000180025095e-35 -269.49999999999994 1.5000000000000002 44.500000000000007 199.49500000000003 324.50000000000006 198.48000000000005 -68.499999999999986 999.50000000000011 -170.49999999999997 99.490000000000023 100.50000000000001 -60.499999999999993 1.0000000180025095e-35 5.4900000000000011 14.995000000000003 -58.499999999999993 -85.499999999999986 -58.499999999999993 -304.49999999999994 28.500000000000004 -308.49999999999994 -250.49999999999997 -264.49999999999994 -58.499999999999993 -1.0000000180025095e-35
left_child=3 2 26 4 5 23 29 11 10 -10 -9 13 -13 -3 25 -16 17 21 22 -19 -20 -5 -18 -1 -8 -6 27 -2 -28 -4
right_child=1 7 6 16 14 -7 24 8 9 -11 -12 12 -14 -15 15 -17 18 19 20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00035636559697911575 0.014298361788638834 0.0014512392252358612 -0.10118638381351691 0.013649347264136569 -0.0087367662660340212 -0.092368894816249297 -0.046681463795700602 0.0095465503630702084 0.024398217910880104 -0.0013078409456835187 -0.054994167907247461 0.0081257820011287965 -0.0049086596712655771 -0.0059329210069018123 -0.039193340564791138 0.0018025370577934776 -0.049502398475711362 -0.032673224657063508 -0.077281505215459595 0.00060307795993072913 0.0034719521920902651 -0.011966229755909791 -0.0088832838797878785 -0.016274371311820631 -0.022729283265197131 0.0068453166748583226 0.044339358123468252 -0.035523607000771174 0.010227470806505511 -0.099829709032520211
leaf_weight=302.11325827986002 18.577135726809505 34577.775834583677 39.110744372010231 4664.0700114406645 179.00083937495947 33.400370389223099 1111.2402550280094 105.51153755187988 1100.6652072370052 26905.040342990309 831.5687257796526 12361.741394463927 6972.6344912750646 9977.3067074529827 159.96972239017487 252.79158346354961 69.660443782806396 288.65689282864332 34.364526402205229 7236.5691993460059 16047.676024779677 365.76829645037651 3189.7829821184278 1762.3701979964972 107.6308718919754 2638.9462928175926 68.743094116449356 4.3315279334783545 4.6340196803212157 20.749939396977425
leaf_count=2397 167 498190 169 79971 1791 357 11535 461 4572 128197 6494 102866 89441 140614 1665 2662 544 3470 562 98464 104980 5997 25720 14622 1104 32620 664 41 78 83
internal_value=0 -0.000562497 -0.0415576 0.00145887 -0.00397625 -0.0151935 -0.0471949 4.4717e-05 -0.00183318 -0.000297555 -0.0477271 0.000895431 0.00342512 -0.00020231 0.00330777 -0.0140858 0.00236685 0.00431838 0.00110007 -0.000673353 0.0032994 0.0117866 -0.00975139 -0.013945 -0.0445664 0.00585552 0.0333089 0.00487812 0.0421851 -0.100716
internal_weight=0 94207.3 1375.02 37225.1 5328.59 2097.88 1278.73 92832.2 28942.8 28005.7 937.08 63889.5 19334.4 44555.1 3230.71 412.761 31896.5 12555.1 19341.5 7525.23 16082 5029.84 3259.44 2064.48 1218.87 2817.95 96.2858 22.9087 73.3771 59.8607
internal_count=1360498 984676 13841 375822 56114 17376 12891 970835 139724 132769 6955 831111 192307 638804 38738 4327 319708 187902 131806 101934 105542 85968 26264 17019 12639 34411 950 208 742 252

Tree=92
num_cat=0
split_feature=1 1 0 1 0 1 1 0 0 0 1 0 0 0 0 1 1 1 0 1 1 1 0 0 1 1 0 0 0 0
split_gain=44.1922 600.307 204.34 234.642 195.175 72.5048 425.317 185.484 98.3849 80.8895 66.3305 230.746 116.806 61.9986 202.131 55.1734 46.6236 36.6761 34.0093 29.9835 27.56 15.1866 12.3677 6.44199 5.5471 8.56684 3.16812 2.09882 0.563433 0.902396
threshold=549.50000000000011 548.50000000000011 336.50000000000006 397.50000000000006 314.50000000000006 698.50000000000011 699.49500000000012 3.5000000000000004 314.50000000000006 -130.49999999999997 398.50000000000006 44.500000000000007 67.500000000000014 -124.49999999999999 -53.499999999999993 17897.000000000004 997.50000000000011 1.0000000180025095e-35 126.50000000000001 597.50000000000011 399.50000000000006 585.46500000000003 -135.49999999999997 -279.49999999999994 575.50000000000011 585.46500000000003 -120.49999999999999 336.50000000000006 336.50000000000006 358.50000000000006
left_child=1 2 10 17 13 7 8 24 9 -7 12 -12 -1 23 -15 16 -8 -4 21 -20 -5 -9 -17 -3 26 -26 -2 -10 -6 -30
right_child=5 4 3 20 28 6 15 18 27 -11 11 -13 -14 14 -16 22 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=4.3928102945931914e-05 0.0043817351997320455 -0.030189746700480746 -0.038009967750156463 -0.053509204792704573 0.018139730700361463 -0.0047008486935361327 0.0047072706676805475 0.033251935369893619 0.0067232426182470316 -0.045364363229316022 0.0021117994749320994 0.036814872090359489 -0.0091125180813957755 -0.19642298125490643 -0.04643777435669133 -0.023778391423896927 0.00066555273430475212 0.005453317163789155 0.066822297143801501 -0.0084704297445733455 -0.0062082019114820903 0.020411585714146974 -0.0071209917708636942 0.011379587045228286 -0.0067339113730210207 0.00087554881502715631 0.017034814116401481 0.021879791647313393 0.028314260967663808 0.013176646283124328
leaf_weight=63783.856585159898 328.49106600135565 11.683873832225798 54.765402588993311 408.54612381756306 58.090795755386353 148.31171359866858 8796.4468493759632 284.09040893614292 38.884836763143539 697.2833005823195 6796.1427880227566 515.32332737743855 3684.1753595173359 23.105883158743382 807.95210307091475 121.80018565058708 37785.165829327423 426.82587833702564 14.563958182930945 143.56558905541897 33.305342018604279 1215.6258212998509 1309.1593467704952 46.064759016036987 418.99750425294042 3154.7688101194799 58.242156621068716 55.358675584197044 46.166511982679367 12.513747453689573
leaf_count=660897 4048 133 1723 4163 237 1813 83953 1775 159 3448 75794 2150 20439 180 3927 716 431118 1785 65 708 166 6315 7173 579 5321 40282 933 247 197 54
internal_value=0 -0.00076431 -0.000254525 -0.0236309 -0.0391424 0.00109709 0.000479654 0.00647677 -0.0328315 -0.0382323 3.41463e-05 0.00455773 -0.000456071 -0.0471267 -0.0506078 0.00113172 0.00142879 0.000510777 0.0205185 -0.00153586 -0.0499438 0.0228439 -0.00853883 0.00296916 0.000598957 -1.66038e-05 0.00628729 0.0156262 0.0216305 0.0250861
internal_weight=0 76708.5 75702.9 923.443 1005.58 54570.8 48952.4 5618.35 939.839 845.595 74779.5 7311.47 67468 888.807 831.058 48012.6 46581.6 481.591 1657.85 158.13 441.851 1499.72 1430.96 57.7486 3960.5 3573.77 386.733 94.2435 116.771 58.6803
internal_count=1360498 772424 767117 7837 5307 588074 528627 59447 5667 5261 759280 77944 681336 4819 4107 522960 515071 3508 8863 773 4329 8090 7889 712 50584 45603 4981 406 488 251

Tree=93
num_cat=0
split_feature=1 1 0 0 1 0 1 1 0 0 1 1 0 1 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0
split_gain=40.7609 875.661 216.985 66.8987 156.893 60.4042 54.0615 534.295 463.358 178.976 65.6122 386.752 168.672 51.9135 60.1806 28.6863 144.957 99.8423 189.776 141.02 78.2643 45.1153 26.7246 22.2522 18.3778 14.8009 9.34717 5.49064 3.34659 3.10672
threshold=148.50000000000003 149.45000000000002 -21.499999999999996 -267.49999999999994 1.0000000180025095e-35 1.5000000000000002 549.50000000000011 548.50000000000011 152.50000000000003 314.50000000000006 698.50000000000011 699.49500000000012 3.5000000000000004 99.490000000000023 120.49500000000002 -26.499999999999996 5.4900000000000011 5.4900000000000011 10.985000000000001 -85.499999999999986 -1.4999999999999998 -11.499999999999998 -304.49999999999994 28.500000000000004 -269.49999999999994 -308.49999999999994 -250.49999999999997 -17.499999999999996 -308.49999999999994 -264.49999999999994
left_child=3 2 26 4 22 27 7 8 -3 -9 12 -12 -8 25 -15 17 21 19 -19 -5 -18 -17 28 -7 -24 -6 29 -4 -1 -2
right_child=1 6 5 15 13 23 10 9 -10 -11 11 -13 -14 14 -16 16 20 18 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0077301179554486611 0.013731025897934603 0.00043534073619707958 -0.14697990908581435 0.012736644412664226 -0.0082450043467530831 -0.046027382560697737 0.00056952702933869457 -0.045304616879044912 -0.035965504362310184 0.020457571573664641 -0.031426530329053771 0.0010759543469267094 0.019603181440205397 -0.030658257349163248 0.0068384658109787019 -0.03183283759244019 -0.012762369881679878 -0.060704344237062981 0.001356771048625168 -0.007735068620664462 0.0036288141428855122 -0.0079316361419399465 -0.015281799719194022 -0.021983093578675152 -0.039018012320866602 0.0065590115629808642 0.041433439502754188 -0.090834809559821289 0.0034061790726932079 -0.032832893287701913
leaf_weight=101.66935622692108 18.379658654332165 36267.217530567199 4.7259763777256003 4684.2394943721592 180.20904100686312 1071.7380025237799 3958.5283398739994 878.31569596379995 895.8413355872035 117.27750723063946 933.0468548797071 47979.561321109999 1648.7622060924768 227.4700223505497 202.05894751101732 215.12435372173786 765.92350197583437 125.18447831273079 7694.3529199361801 1025.3649077117443 14807.589080803096 2401.0530566237867 1782.7103499770164 105.71722052246332 85.45680133253336 2675.7445096746087 71.031133029609919 55.399580791592598 200.5102686882019 4.4492962360382071
leaf_count=750 167 371066 27 80830 1791 11535 50584 4819 6388 488 5667 522960 8863 2297 2165 1693 8778 1418 109279 13229 85690 17454 14622 1104 928 33251 742 225 1647 41
internal_value=0 -0.000545445 -0.040806 0.00141035 -0.00370392 -0.0463647 3.29476e-05 -0.00141051 -0.000442127 -0.0375581 0.00104323 0.000455944 0.00616616 0.00318746 -0.0130191 0.00229003 0.000993238 0.00403355 0.000363223 0.00906021 0.00282268 -0.009897 -0.0141361 -0.0438686 -0.0163676 0.00562489 0.0324883 -0.0952479 -0.000340666 0.00465585
internal_weight=0 94010 1331.44 37174.7 5455.83 1237.58 92678.6 38158.7 37163.1 995.593 54519.9 48912.6 5607.29 3285.48 429.529 31718.8 18189.7 13529.1 7819.54 5709.6 15573.5 2616.18 2170.35 1177.46 1868.17 2855.95 93.8601 60.1256 302.18 22.829
internal_count=1360498 984676 13841 375822 57451 12891 970835 382761 377454 5307 588074 528627 59447 39504 4462 318371 113615 204756 110697 94059 94468 19147 17947 12639 15550 35042 950 252 2397 208

Tree=94
num_cat=0
split_feature=1 1 1 0 0 0 1 1 0 1 1 1 0 1 0 0 0 0 0 0 1 0 1 0 1 1 1
split_gain=38.5937 57.5209 106.784 75.2989 161.87 73.069 173.502 412.018 155.791 97.315 843.825 189.191 45.3018 44.7954 35.444 10.8861 8.98458 10.5394 8.64401 4.55854 4.12918 4.04161 3.09211 6.06576 2.32374 1.91607 1.27439
threshold=17897.000000000004 2276.5000000000005 5796.5000000000009 -136.49999999999997 -135.49999999999997 -24.499999999999996 1999.9950000000001 2000.5000000000002 -58.499999999999993 999.50000000000011 1000.5000000000001 899.50000000000011 91.500000000000014 3547.0000000000005 -160.49999999999997 -135.49999999999997 3634.5000000000005 3523.5000000000005 -257.49999999999994 -308.49999999999994 120793.00000000001 -53.499999999999993 22530.000000000004 -136.49999999999997 19495.500000000004 22530.000000000004 19495.500000000004
left_child=1 5 12 14 -5 6 8 -8 -1 11 -11 -7 18 -14 -4 19 17 21 -3 -2 26 -17 24 -24 -21 -19 -18
right_child=15 2 3 4 -6 9 7 -9 -10 10 -12 -13 13 -15 -16 16 20 25 -20 22 -22 -23 23 -25 -26 -27 -28
leaf_value=6.6296903175186016e-06 -0.075446242749489675 0.018066566323423319 -0.0063038489912052645 -0.016233807392347473 0.0011490833051152863 -0.0012596756255754712 0.050189458090730971 -0.012317974939088393 0.014134907136745162 -0.03958339285119776 -0.00014006274243399418 0.017188936826135905 -0.0019027748466215067 0.0076558762359912732 0.024291802689095972 0.02355820182519389 0.012736123147410317 0.0066630203377150386 0.010412463696845772 -0.020195785200686937 -0.022799628616321344 -0.0069168908241394322 0.016664001054854709 -0.025667108629406271 -0.038084530200085551 0.022942147508689073 -0.0097224961398928167
leaf_weight=57917.836897345725 3.9143006205558768 423.04902842640877 122.58300825953484 1626.350997209549 7586.5069713145494 38158.002533294261 562.65042834356427 496.05379911512136 2019.2351191430353 1589.7198637016118 9221.1486041359603 1442.2015537582338 2024.0712653398514 3107.3767195940018 415.54983401298523 10.997011326253412 6.9983122944831839 70.142120823264122 2879.9154593273997 58.212741985917091 115.57489031553268 1017.1437232345343 14.479877606034277 20.364524334669113 26.380703717470169 24.350558787584305 64.835226997733116
leaf_count=828553 22 8119 1023 11731 38809 245615 12038 9663 51231 26517 49280 7360 9996 15686 3373 80 28 287 33615 331 1883 4533 95 114 154 98 264
internal_value=0 9.85039e-05 0.00270578 -0.000857619 -0.00191953 -0.000327093 0.000837016 0.0209017 0.000482601 -0.00173563 -0.00594014 -0.000587795 0.00682542 0.00388552 0.0173223 -0.00815111 -0.00681404 -0.00512223 0.0113928 -0.0223512 -0.0169485 -0.00659093 -0.0206112 -0.00807607 -0.0257744 0.0108581 -0.00753449
internal_weight=0 129592 18185.4 9750.99 9212.86 111407 60995.8 1058.7 59937.1 50411.1 10810.9 39600.2 8434.41 5131.45 538.133 1433.39 1310.04 1122.63 3302.96 123.352 187.408 1028.14 119.438 34.8444 84.5934 94.4927 71.8335
internal_count=1360498 1352609 122352 54936 50540 1230257 901485 21701 879784 328772 75797 252975 67416 25682 4396 7889 7173 4998 41734 716 2175 4613 694 209 485 385 292

Tree=95
num_cat=0
split_feature=1 1 0 0 1 0 0 1 1 0 0 1 1 0 1 1 0 1 1 1 0 0 0 0 0 0 0 0 0 0
split_gain=37.4865 815.923 202.5 60.9449 139.34 61.0758 50.6524 47.648 486.824 424.343 164.408 60.0107 348.528 154.157 46.2218 51.1372 24.1986 159.17 153.312 100.001 75.6105 75.3621 38.369 21.9908 20.3938 13.3464 8.97753 3.34639 2.77202 2.06399
threshold=148.50000000000003 149.45000000000002 -21.499999999999996 -268.49999999999994 1.0000000180025095e-35 -269.49999999999994 1.5000000000000002 549.50000000000011 548.50000000000011 152.50000000000003 314.50000000000006 698.50000000000011 699.49500000000012 3.5000000000000004 99.490000000000023 100.50000000000001 -60.499999999999993 1.0000000180025095e-35 5.4900000000000011 14.995000000000003 -85.499999999999986 -58.499999999999993 -58.499999999999993 28.500000000000004 -304.49999999999994 -308.49999999999994 -250.49999999999997 -17.499999999999996 -264.49999999999994 -58.499999999999993
left_child=3 2 26 4 5 24 27 8 9 -3 -10 13 -13 -9 25 -16 17 20 22 -19 -5 -20 -18 -8 -1 -6 28 -4 -2 -28
right_child=1 7 6 16 14 -7 23 11 10 -11 -12 12 -14 -15 15 -17 18 19 21 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00032344110704365367 0.013182467739921558 0.00042397801228907729 -0.12891887771783339 0.012651785160248933 -0.0077821100298229419 -0.077149120802974452 -0.045358821595410222 0.00053197248718292206 -0.043551444383794491 -0.034697444611462396 0.019427748278346341 -0.029898306643520129 0.0010026573864920757 0.018752169635061971 -0.033732177836635978 0.0018048641387785208 -0.04478076686804093 -0.028935962628815773 -0.068422078562049862 0.00050241141028249702 -0.010790711972969736 0.0032488251235371895 -0.0079877686518522398 -0.021216029758804923 -0.014358870778413144 0.00624509137325952 0.042941308378050547 -0.086606815714783181 -0.030414477820686389 0.0074463583216969973
leaf_weight=302.22163651138544 18.191700756549839 36255.185860052705 5.105399787425994 4560.3202833421528 181.35905887931585 36.995281867682934 1032.6918874084949 3955.973352573812 867.17962213605642 880.92570239305496 117.68938314914703 930.23741091415286 47856.935168123804 1643.0833591297269 168.86026675999165 252.76030026376247 72.468023985624313 300.47794565930963 36.762357998639345 7224.3248936980963 372.02542026340961 16013.93290887028 3189.8632646463811 103.80119490623474 1801.9605784937739 2609.8715353682637 64.333550870418549 55.163865402340889 4.5599978864192954 4.3740321323275557
leaf_count=2397 167 371066 27 79971 1791 357 11535 50584 4819 6388 488 5667 522960 8863 1665 2662 544 3470 562 98464 5997 104980 25720 1104 14622 32620 664 225 41 78
internal_value=0 -0.000524236 -0.0400424 0.00135288 -0.00358204 -0.0134627 -0.0455226 2.60788e-05 -0.00132932 -0.000409156 -0.0360256 0.000976119 0.000413461 0.00587882 0.00300285 -0.0124278 0.00218453 0.00390272 0.00107627 -0.000673112 0.0108836 0.00308467 -0.00880507 -0.0431537 -0.012343 0.00533368 0.0316672 -0.0901911 0.00444457 0.0406816
internal_weight=0 93795.4 1288.22 37124.2 5354.03 2141.18 1196.76 92507.2 38121 37136.1 984.869 54386.2 48787.2 5599.06 3212.85 421.621 31770.2 12457.1 19313 7524.8 4932.35 16050.7 3262.33 1136.49 2104.18 2791.23 91.4593 60.2693 22.7517 68.7076
internal_count=1360498 984676 13841 375822 56114 17376 12891 970835 382761 377454 5307 588074 528627 59447 38738 4327 319708 187902 131806 101934 85968 105542 26264 12639 17019 34411 950 252 208 742

Tree=96
num_cat=0
split_feature=1 1 1 1 0 0 1 1 1 0 0 1 0 0 1 0 0 0 0 1 0 0 1 0 1 1 1
split_gain=35.2721 49.9781 96.9554 70.4123 157.728 68.7743 142.822 265.905 182.907 55.6003 44.3228 25.669 25.4795 21.4337 12.8032 9.58235 8.32552 9.5087 6.23892 3.91322 3.85777 3.68152 2.70596 5.42902 1.99832 1.73457 1.15128
threshold=17897.000000000004 2276.5000000000005 5796.5000000000009 5992.5000000000009 -135.49999999999997 67.500000000000014 598.50000000000011 198.48000000000005 695.50000000000011 -136.49999999999997 371.50000000000006 2199.5000000000005 -24.499999999999996 91.500000000000014 4998.4950000000008 -135.49999999999997 3634.5000000000005 3523.5000000000005 -106.49999999999999 120793.00000000001 -308.49999999999994 -53.499999999999993 22530.000000000004 -136.49999999999997 19495.500000000004 22530.000000000004 19495.500000000004
left_child=1 5 10 4 -4 11 7 -7 -8 -5 13 12 -1 -3 -12 20 17 21 -13 26 -2 -17 24 -24 -22 -19 -18
right_child=15 2 3 9 -6 6 8 -9 -10 -11 14 18 -14 -15 -16 16 19 25 -20 -21 22 -23 23 -25 -26 -27 -28
leaf_value=0.00081116985480580289 -0.068911248537522993 0.010872206015795057 -0.059413309694773646 0.016037338476599057 0.0040406557318562065 0.0032222618336865076 0.035947842353258312 -0.018886088675685621 -0.00093957106029304578 -0.00090365409754390941 -0.0056021997517640247 -0.02897026649654514 -0.00085303672529376835 0.0054274069956374467 0.0082224672792699707 0.02271216005939479 0.012052408102287155 0.0062871350224657178 0.0060234855968522606 -0.022135830735859997 -0.019033088866628745 -0.0066120212063693192 0.015961450712089809 -0.024108638915166427 -0.035479434056269396 0.021789888300820761 -0.0092975997832851921
leaf_weight=60809.55576868169 4.0698640048503867 3273.7317078635097 162.49310313165188 512.42643004655838 246.49196144938469 2318.9176643043756 352.23823036253452 3289.1097167059779 7315.731791138649 8832.7067106962204 877.83682169020176 93.355875790119171 36989.668824841268 4035.6001002937555 206.95868733525276 10.816923961043356 6.9964898228645316 70.062009394168854 14.749377291649578 113.40399530902505 58.818462252616882 1018.5215815007687 14.320292025804518 20.632405936717987 26.924884811043739 24.301603227853775 64.759610652923584
leaf_count=899517 22 41734 844 4290 1358 13211 1457 20111 33118 48444 3751 1762 260816 21032 899 80 28 287 265 1883 331 4533 95 114 154 98 264
internal_value=0 9.40013e-05 0.00252682 -0.000863432 -0.0211701 -0.000303104 -0.00368015 -0.00974429 0.000754901 2.52799e-05 0.00646636 0.000154816 0.000181733 0.00786604 -0.00296471 -0.00779208 -0.00653 -0.00491126 -0.0241959 -0.0163538 -0.021032 -0.00630386 -0.0194176 -0.00769173 -0.0241975 0.0102796 -0.00721589
internal_weight=0 129332 18148.2 9754.12 408.985 111183 13276 5608.03 7667.97 9345.13 8394.13 97907.3 97799.2 7309.33 1084.8 1433.63 1308.86 1123.7 108.105 185.16 124.766 1029.34 120.696 34.9527 85.7433 94.3636 71.7561
internal_count=1360498 1352609 122352 54936 2202 1230257 67897 33322 34575 52734 67416 1162360 1160333 62766 4650 7889 7173 4998 2027 2175 716 4613 694 209 485 385 292

Tree=97
num_cat=0
split_feature=1 1 0 0 1 0 1 1 0 0 0 0 1 0 0 1 0 0 1 0 1 1 0 1 0 0 0 0 0 0
split_gain=33.3363 761.068 188.992 56.3707 92.3196 55.986 45.0134 625.468 554.238 267.67 458.946 93.0485 46.4698 42.8594 39.3462 33.1801 32.907 152.76 132.235 93.8168 232.766 83.738 51.0221 29.719 21.979 16.2563 8.6257 5.09874 3.83747 2.47845
threshold=148.50000000000003 149.45000000000002 -21.499999999999996 -253.49999999999997 1.0000000180025095e-35 -257.49999999999994 198.48000000000005 199.49500000000003 7.5000000000000009 -68.499999999999986 -182.49999999999997 -1.4999999999999998 297.50000000000006 1.5000000000000002 -256.49999999999994 91.910000000000011 -206.49999999999997 -194.49999999999997 120.49500000000002 -211.49999999999997 120.49500000000002 5.4900000000000011 -115.49999999999999 99.490000000000023 19.500000000000004 -275.49999999999994 -250.49999999999997 -19.499999999999996 -254.49999999999997 -264.49999999999994
left_child=3 2 26 4 14 23 9 8 -8 10 -3 -11 -9 27 25 -7 19 18 -18 21 -21 -5 -19 -6 -15 -1 29 -4 -16 -2
right_child=1 6 13 16 5 15 7 12 -10 11 -12 -13 -14 24 28 -17 17 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01368492033581746 0.012618411232416159 0.003113703183110252 -0.13625133811963608 0.012508249972803937 0.0050383579955263578 0.046862451750635144 -0.0047957065108649131 0.0046459344237344807 -0.056397253481177856 0.039392258033930816 -0.032811770989230424 0.012840832695960711 6.8514550608382717e-06 -0.048531327453251089 0.02590776829537407 -0.02469191708105176 -0.013819838094372983 0.0074925348047377082 -0.080983993628319498 0.031424635876588877 -0.087252679659112986 -0.0035826858655056619 0.0012193833417617778 -0.0070437018275764825 -0.034218274710086663 -0.0058752420099049754 0.039922654504329948 -0.081592705044460645 0.0053704072009474494 -0.028289860837966353
leaf_weight=1732.2430209740996 18.001454517245296 6739.2123063653708 4.6216891855001441 1374.0623002648354 3588.8295991644263 17.306036867201328 1199.5746578238904 5823.4098936319351 919.04522401094437 383.92735653370619 1024.0784484893084 2347.8305487185717 73925.101171431132 631.05506286025047 77.299712017178535 253.75606733560562 489.58470461145043 3823.5560132302344 86.18478962033987 623.88678078353405 44.246682152152061 1964.5104626864195 21287.368549667299 593.0803964138031 466.48283898085356 1082.9000608325005 66.503250073641539 55.538060709834099 32.22892601788044 4.6612332239747039
leaf_count=13094 167 78652 23 20062 44348 196 14183 55056 7047 6591 11022 19492 778792 7079 933 3023 8787 62322 1084 13452 645 24545 164705 6193 5560 12044 742 229 389 41
internal_value=0 -0.000495336 -0.0392979 0.00127623 -0.00263533 0.00189752 2.84877e-05 -0.000366725 -0.0271802 0.00311137 -0.00162533 0.0165724 0.000345607 -0.0447003 -0.00953685 -0.0201235 0.0022481 0.00159071 -0.0238734 0.00646258 0.0235653 0.00303989 0.00217458 0.00332487 -0.0424479 -0.0106808 0.0308444 -0.0857918 0.0198646 0.00420445
internal_weight=0 93609 1246.86 37071 7377.64 4452.97 92362.2 81867.1 2118.62 10495 7763.29 2731.76 79748.5 1157.7 2924.67 271.062 29693.4 25686.7 575.769 4006.71 668.133 3338.57 25110.9 4181.91 1097.54 2815.14 89.1659 60.1597 109.529 22.6627
internal_count=1360498 984676 13841 375822 80220 53760 970835 855078 21230 115757 89674 26083 833848 12891 26460 3219 295602 236898 9871 58704 14097 44607 227027 50541 12639 25138 950 252 1322 208

Tree=98
num_cat=0
split_feature=1 1 1 0 1 1 0 0 1 0 0 0 1 1 0 1 0 0 0 1 0 0 1 0 1 1 1
split_gain=31.8255 45.2178 87.9537 65.8045 108.465 383.385 63.9367 134.257 43.1825 40.2759 34.5425 29.0919 162.384 101.419 19.7472 11.5557 8.44153 7.71747 8.5775 3.70945 3.35136 3.29042 2.37201 4.86063 1.72517 1.57079 1.04018
threshold=17897.000000000004 2276.5000000000005 5796.5000000000009 126.50000000000001 298.48000000000008 399.50000000000006 -140.49999999999997 -135.49999999999997 1.0000000180025095e-35 371.50000000000006 -160.49999999999997 -24.499999999999996 1999.9950000000001 1999.9950000000001 91.500000000000014 4998.4950000000008 -135.49999999999997 3634.5000000000005 3523.5000000000005 120793.00000000001 -53.499999999999993 -308.49999999999994 22530.000000000004 -136.49999999999997 19495.500000000004 22530.000000000004 19495.500000000004
left_child=1 3 9 11 8 -6 10 -8 -5 14 -4 12 -1 -13 -3 -11 21 18 20 26 -18 -2 24 -24 -23 -20 -19
right_child=16 2 6 4 5 -7 7 -9 -10 15 -12 13 -14 -15 -16 -17 17 19 25 -21 -22 22 23 -25 -26 -27 -28
leaf_value=0.0003600121504085052 -0.063203760738473197 0.010409844153533153 -0.0063373467652524263 -0.029367360971019243 -0.045143396036543243 -0.0031144218881110721 -0.014545274569421807 0.0010789229878164701 0.0076899830864448461 -0.0053148166221184357 0.024295041407729423 -0.00052706879791960593 0.020288497111000309 -0.013519733830493499 0.0051695053236288299 0.0078297109230331934 0.021920306394255129 0.011453042039168011 0.0059783182546347853 -0.021450207608793251 -0.0062721354910696761 -0.017894693671789304 0.015320980434283624 -0.022610202392484301 -0.033051946741864874 0.02074424999710716 -0.0088447140472673186
leaf_weight=59798.110326264054 4.2116613388061515 3248.7265129238367 122.32625427097082 83.123034920543432 648.56884659081697 3320.8132670670748 1679.4732589572668 7582.3043807670474 1449.1767140999436 879.062190964818 371.59620396792889 43095.395878807642 1039.9738786369562 1556.2069920562208 4025.0942751914263 206.4768575578928 10.651417449116705 6.9943464994430533 69.99480214715004 111.23523277789354 1020.0448586940765 59.417452603578568 14.176413699984549 20.893135875463486 27.44360525906086 24.251127481460571 64.676486447453499
leaf_count=879784 22 41734 1023 2093 5391 15014 11988 38809 6221 3751 3116 292641 21701 7412 21032 899 80 28 287 1883 4533 331 95 114 154 98 264
internal_value=0 8.93214e-05 0.00240552 -0.000288709 -0.00561973 -0.00998166 -0.000819516 -0.00175427 0.00567972 0.00616926 0.0167085 -1.06758e-05 0.000700672 -0.000979892 0.00751001 -0.00281464 -0.0074007 -0.00620929 -0.00466055 -0.0157346 -0.00598079 -0.0197532 -0.0182524 -0.00727701 -0.0226836 0.00977785 -0.00686386
internal_weight=0 129106 18115.1 110991 5501.68 3969.38 9755.7 9261.78 1532.3 8359.36 493.922 105490 60838.1 44651.6 7273.82 1085.54 1433.99 1307.85 1124.94 182.906 1030.7 126.142 121.931 35.0695 86.8611 94.2459 71.6708
internal_count=1360498 1352609 122352 1230257 28719 20405 54936 50797 8314 67416 4139 1201538 901485 300053 62766 4650 7889 7173 4998 2175 4613 716 694 209 485 385 292

Tree=99
num_cat=0
split_feature=1 1 0 0 1 1 1 1 0 0 0 0 1 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0
split_gain=29.8348 709.977 176.481 51.5177 94.5507 45.2186 40.4745 572.555 529.609 245.703 403.709 89.5036 41.9204 36.4861 25.8112 25.4805 24.0487 67.4506 55.6925 147.398 39.399 39.3314 31.1147 22.0591 13.1564 8.28024 4.6788 3.44676 2.98405 2.21777
threshold=148.50000000000003 149.45000000000002 -21.499999999999996 -275.49999999999994 1.0000000180025095e-35 99.490000000000023 198.48000000000005 199.49500000000003 7.5000000000000009 -68.499999999999986 -182.49999999999997 -1.4999999999999998 297.50000000000006 1.5000000000000002 -304.49999999999994 120.49500000000002 21.500000000000004 14.995000000000003 8.5000000000000018 99.490000000000023 5.5000000000000009 27.500000000000004 358.50000000000006 28.500000000000004 -300.49999999999994 -250.49999999999997 -285.49999999999994 -19.499999999999996 -308.49999999999994 -264.49999999999994
left_child=3 2 25 4 14 24 9 8 -8 10 -3 -11 -9 27 28 -7 18 21 20 -20 -5 -18 -19 -15 -6 29 -16 -4 -1 -2
right_child=1 6 13 16 5 15 7 12 -10 11 -12 -13 -14 23 26 -17 17 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0066028104999455777 0.012090418204266259 0.0029485288854359834 -0.12208089143931811 0.0014282834764330751 0.009772889338825641 -0.028277139146449561 -0.0045515391002567121 0.0044235939941182452 -0.055440014494376237 0.038761428337206527 -0.030380294340955384 0.012318523879845293 1.1196692127744698e-05 -0.044060988329301415 -0.018313555208992645 0.0015190135317967042 0.012462730326585493 0.0079189776008587991 -0.021401074269597122 0.0010857359139288432 0.0078114025955280542 -0.010080800750542835 -0.018430969362211527 -0.019301219403319123 0.0017994012154850057 0.039181599738988396 -0.012600119028711368 -0.078282661664184044 0.0038529352353512494 -0.026332610685209965
leaf_weight=103.08761894702911 17.826113983988765 6720.31491959095 4.8915830403566352 19614.070499587804 775.39551624655724 177.5173067972064 1203.9419997371733 5806.0165564082563 888.66540735960007 371.00940426439047 1050.6378874331713 2327.9419126063585 73864.975522433408 961.30487274378538 780.77120989561081 120.42603892087936 239.80446535348892 4836.2224268913269 948.82718622684479 3141.8428231179714 2757.3023163676262 1001.5720974560827 114.68975055217743 99.244051016867161 1554.5460392385721 64.396792385727167 662.26973091065884 54.987085267901421 201.86616457253695 4.7579363882541648
leaf_count=750 167 78652 23 266730 9367 1658 14183 55056 7047 6591 11022 19492 778792 11535 5374 1279 1153 21351 5098 13167 14936 7862 466 1104 19661 742 5323 229 1647 41
internal_value=0 -0.000469203 -0.0385618 0.00120783 -0.00388674 0.00210753 2.9459e-05 -0.000345348 -0.0261623 0.00295648 -0.00155755 0.0159535 0.00033275 -0.043888 -0.0128984 -0.0162338 0.00189054 0.00469553 0.00123415 -0.00413006 0.00221501 -0.00572593 0.00730857 -0.041744 0.00445295 0.0300458 -0.0156914 -0.0818606 0.000318439 0.00399558
internal_weight=0 93440.9 1207.41 37030.2 4375.88 2627.88 92233.5 81763.6 2092.61 10469.9 7770.95 2698.95 79671 1120.43 1747.99 297.943 32654.3 6192.29 26462 4090.67 22371.4 1241.38 4950.91 1060.55 2329.94 86.9808 1443.04 59.8787 304.954 22.5841
internal_count=1360498 984676 13841 375822 45059 31965 970835 855078 21230 115757 89674 26083 833848 12891 13094 2937 330763 30832 299931 18265 281666 9015 21817 12639 29028 950 10697 252 2397 208

end of trees

feature_importances:
total_revenue=1580
days_until_expiry=1390

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.05]
[num_leaves: 31]
[num_threads: 6]
[seed: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 5]
[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]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 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]
[parser_config_file: ]
[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: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]