tree
version=v3
num_class=4
num_tree_per_iteration=4
label_index=0
max_feature_idx=114
objective=multiclass num_class:4
feature_names=eeg_ab eeg_ab_p2min_norm eeg_abspow eeg_abspow_p2min_norm eeg_alpha eeg_alpha2 eeg_alpha2_p2min_norm eeg_alpha_p2min_norm eeg_ar eeg_ar_p2min_norm eeg_as eeg_as_p2min_norm eeg_at eeg_at_p2min_norm eeg_beta eeg_beta2 eeg_beta2_p2min_norm eeg_beta3 eeg_beta3_p2min_norm eeg_beta_p2min_norm eeg_da eeg_da_p2min_norm eeg_db eeg_db_p2min_norm eeg_delta eeg_delta2 eeg_delta2_p2min_norm eeg_delta3 eeg_delta3_p2min_norm eeg_delta4 eeg_delta4_p2min_norm eeg_delta_p2min_norm eeg_dn eeg_dn_p2min_norm eeg_dr eeg_dr_p2min_norm eeg_ds eeg_ds_p2min_norm eeg_dt eeg_dt_p2min_norm eeg_empty_band1 eeg_empty_band1_p2min_norm eeg_empty_band2 eeg_empty_band2_p2min_norm eeg_fdelta eeg_fdelta_p2min_norm eeg_g3a eeg_g3a_p2min_norm eeg_g3b eeg_g3b_p2min_norm eeg_g3d eeg_g3d_p2min_norm eeg_g3n eeg_g3n_p2min_norm eeg_g3r eeg_g3r_p2min_norm eeg_g3t eeg_g3t_p2min_norm eeg_gama eeg_gama2 eeg_gama2_p2min_norm eeg_gama3 eeg_gama3_p2min_norm eeg_gama4 eeg_gama4_p2min_norm eeg_gama_p2min_norm eeg_gn eeg_gn_p2min_norm eeg_gr eeg_gr_p2min_norm eeg_iqr eeg_iqr_p2min_norm eeg_kurt eeg_kurt_p2min_norm eeg_n_wave eeg_n_wave_p2min_norm eeg_nzc eeg_nzc_p2min_norm eeg_petrosian eeg_petrosian_p2min_norm eeg_rem_wave eeg_rem_wave3 eeg_rem_wave3_p2min_norm eeg_rem_wave_p2min_norm eeg_rn eeg_rn_p2min_norm eeg_sdelta eeg_sdelta_p2min_norm eeg_sigma eeg_sigma_p2min_norm eeg_skew eeg_skew_p2min_norm eeg_sp2a eeg_sp2a_p2min_norm eeg_sp2d eeg_sp2d_p2min_norm eeg_sp2r eeg_sp2r_p2min_norm eeg_sp_wave1 eeg_sp_wave1_p2min_norm eeg_sp_wave2 eeg_sp_wave2_p2min_norm eeg_sp_wave3 eeg_sp_wave3_p2min_norm eeg_std eeg_std_p2min_norm eeg_theta eeg_theta2 eeg_theta2_p2min_norm eeg_theta3 eeg_theta3_p2min_norm eeg_theta_p2min_norm age male data_type
feature_infos=[0.1051391119551273:302.49365582643418] [0.19965934670427721:82.806271286533629] [1.7685113981618501e-06:102513225.22034419] [0.1206214600045375:102513225.22034419] [7.850379296492295e-10:2617800.0189395687] [9.4238430498038347e-10:3333347.34326299] [0.0012881731121736526:3154297.2066018851] [0.0015462879063608149:2534113.1633445257] [0.10719030296473415:91.869085267455347] [0.19825703832562111:36.82331585975745] [0.15346968279838166:62.501416022963099] [0.29729622359482388:31.035544714621565] [0.014326542093954443:12.567306975489467] [0.047769943971454433:4.6440687629202069] [1.260457260220099e-10:457619.89467927034] [2.0495807626094411e-10:793464.78688753373] [0.00070602955279769808:793464.78688753373] [1.5734129944443197e-10:592601.1961295933] [0.00063637430883011999:592601.1961295933] [0.00059637557617397161:420749.64968141809] [0.036998241200012202:13133.441982084021] [0.23207947575581012:55724.60506316142] [0.41139416113141775:91333.345165349136] [0.84698898423944147:93010.319862011311] [4.7764347330185547e-07:23742927.99756204] [1.0626982228139024e-06:42591570.377821043] [0.00035117299286415121:24940081.676117036] [6.4357004293023406e-07:30839994.324975517] [0.00048318097609273528:19404318.140447374] [1.28202911609594e-08:14109889.808995049] [0.00057898034830831068:10777745.826747041] [0.0017634941687691618:14310215.309800604] [0.049739291243942101:8350.0695024213455] [0.20322913493340211:19466.273149599918] [0.16608473305314689:55992.569515530944] [0.59455669430733515:102019.59485920785] [0.089005965540751977:31880.569748166276] [0.26499654185509047:88591.140539796339] [0.075864772748001838:6701.0485812931465] [0.24635707802603862:12121.589395126655] [2.3558023300048726e-10:1114405.6747446619] [0.00073637114127891477:1114405.6747446619] [6.3506299871553422e-11:164268.15465069801] [0.00055891412672935811:164268.15465069801] [1.6975260992928207e-08:22463515.964537829] [0.001997276527410565:13869254.025179086] [0.00032691842192827914:13.487127233257207] [0.0012577137152422816:9074.1083926839819] [0.0074508599340078422:126.77230458059707] [0.01476588321517013:15789.185970989583] [2.0708022741695727e-06:1.5349678945115672] [5.8210619437689346e-06:4.493233495217539] [0.00028236404927940316:6.1616721141835935] [0.00078688319210231891:3967.9646915708977] [0.0039125422564675136:87.100027722061512] [0.0080317369767364689:15281.338710198283] [0.00016013225762526309:9.1859772164787579] [0.0004938125370866134:2619.4193325232195] [4.4791806494001791e-11:155168.75398293094] [3.0317279609970478e-11:436119.6554813541] [4.4799198735152002e-05:184331.14964361326] [2.5503401249195764e-11:164703.96400629403] [0.00036848730999125291:164703.96400629403] [1.768519261665596e-11:54308.271807994039] [0.0003562220483533851:54308.271807994039] [0.00047280611392468293:153687.84425501991] [0.0005321041882847329:7.9104229853061332] [0.0015391902011783986:2721.8682012475588] [0.008703043390915698:85.473997062764951] [0.022397572210116821:13156.210427850085] [0.00015683870014981949:14712.497578732738] [0.55813168734083141:14192.24876767274] [-1.4720757729406493:6458.8166870064033] [-1.468111687433912:5988.969352287595] [1.5779404484095974e-09:4404117.0657940991] [0.0016182725325400728:4404117.0657940991] [22:4497] [40.444444444444443:4495] [1.0023948998163694:1.0260294313572258] [1.0023948998163694:1.025699321286776] [2.5124160720046563e-10:1034593.4300296055] [1.6777765037021421e-10:592171.4890056228] [0.00064691378561254891:592171.4890056228] [0.00075121496498833983:1034593.4300296055] [0.0046366808963116549:8.3311611649271811] [0.015679360262754238:4.2458808076931707] [2.7228859336203088e-06:60167887.703357376] [0.0002509183221556917:60167887.703357376] [3.9226721458739697e-10:1284422.707532322] [0.0012598346763077607:1165157.479372703] [-77.228668025394569:75.379201897786743] [-9.0409888865553469:73.213338734102734] [0.0075105055484664925:10.96752223993102] [0.029404897687745783:4.1622758641383832] [3.594499047549697e-05:15.256616709492681] [0.00012202495232675598:6.7215455176302799] [0.12333984880701143:49.268131732624795] [0.27037940573515101:20.7292308110883] [4.279280215472901e-10:1465830.068768749] [0.0013298892991490613:1298015.5363126509] [4.1839847823234618e-10:1382147.5562908957] [0.0013767562696526455:1216429.562305497] [5.0211726341635117e-10:1495807.3378021021] [0.0015058662009330972:1450247.5104187438] [0.6081655255277405:9839.9736605487233] [0.46967277678562191:9839.9736605487233] [2.3708429671699647e-09:6357807.8238387154] [4.7804532088526045e-09:8677846.1163589377] [0.0028821580225673552:8677846.1163589377] [3.1673681373820023e-09:7005269.8334208792] [0.00087518227694355051:6618360.4894265067] [0.0016902571845894021:6357807.8238387154] none none none
tree_sizes=1712 1698 1703 1695 1744 1736 1735 1727 1747 1727 1738 1720 1745 1742 1742 1723 1744 1730 1757 1725 1747 1734 1747 1733 1753 1747 1752 1731 1751 1744 1737 1737 1756 1740 1743 1735 1748 1742 1758 1739 1758 1759 1750 1737 1750 1747 1747 1730 1755 1743 1746 1726 1748 1750 1751 1740 1757 1748 1742 1740 1746 1751 1743 1741 1755 1746 1757 1736 1757 1754 1741 1724 1751 1756 1753 1741 1739 1750 1744 1737 1751 1750 1752 1726 1744 1742 1750 1738 1742 1750 1741 1737 1748 1743 1765 1741 1749 1736 1744 1735 1746 1747 1767 1730 1733 1736 1746 1722 1753 1737 1737 1739 1737 1737 1752 1737 1747 1754 1750 1735 1742 1747 1760 1736 1750 1744 1739 1741 1631 1743 1747 1729 1758 1749 1749 1733 1742 1750 1737 1741 1760 1744 1757 1739 1757 1748 1753 1744 1736 1747 1749 1727 1732 1737 1733 1720 1756 1746 1756 1745 1412 1745 1542 1725 1635 1740 1744 1728 1740 1748 1538 1726 1733 1751 1751 1744 1421 1739 1745 1739 1751 1750 1744 1727 1633 1742 1751 1614 1746 1525 1744 1745 1729 1734 1749 1726 1749 1751 1762 1739 1746 1746 1762 1724 1743 1739 1752 1740 1510 1759 1527 1729 1412 1626 1745 1523 1411 1533 1762 1726 1745 1756 1747 1722 1738 1754 1757 1722 1421 1751 1769 1631 1738 1531 1753 1725 1740 1746 1745 1726 1732 1738 1747 1722 1622 1735 1758 1730 1419 1753 1743 1516 1750 1743 1757 1744 1419 1745 1757 1751 1739 1760 1758 1721 1728 1736 1750 1728 1764 1743 1646 1732 1413 1744 1747 1746 1735 1733 1742 1733 1755 1753 1729 1738 1736 1740 1763 1728 1765 1730 1771 1730 1715 1740 1748 1737 1715 1758 1752 1624 1610 1424 1748 1643 1749 1744 1720 1207 1732 1757 1642 1613 1727 1759 1624 1721 1706 1745 1736 1740 1724 1735 1642 1734 1748 1749 1763 1734 1737 1747 1424 1732 1730 1735 1632 1733 1744 1716 1733 1609 1605 1540 1737 1749 1747 1745 1750 1747 1754 1759 1746 1732 1735 1753 1753 1727 1625 1740 1652 1514 1740 1759 1718 1638 1734 1754 1729 1735 1735 1632 1744 1751 1637 1756 1751 1730 1750 1531 1631 1707 1748 1745 1419 1720 1740 1742 1745 1727 1742 1764 1623 1731 1739 1751 1748 1725 1725 1744 1760 1743 1756 1748 1739 1522 1735 1757 1426 1754 1524 1747 1528 1742 1746 1749 1754 1727 1750 1750 1636 1614 1743 1758 1748 1750 1763 1742 1735 1738 1430 1745 1748 1721 1632 1755 1629 1507 1517 1529 1746 1740 1755 1743 1634 1735 1733 1750 1429 1712 1757 1729 1744 1633 1742 1761 1739 1620 1732 1737 1532 1721 1512 1753 1753 1749 1622 1734 1743 1740 1618 1756 1753 1754 1717 1757 1755 1757 1756 1748 1639 1728

Tree=0
num_leaves=15
num_cat=0
split_feature=97 21 75 27 97 93 97 51 51 104 57 51 97 75
split_gain=9555.34 14563.3 3199.51 1698.92 1591.41 1020.07 534.666 516.743 391.91 292.51 233.393 82.254 64.0309 40.5672
threshold=2.6248418687962913 33.195180810016645 3.3692762532434246 60.662796398303023 3.7808917285864694 0.34077765655391251 1.9828216782114341 0.00018454691628124302 0.0003225134866865066 20.96812541576573 0.012745816944798278 0.00069649315890626744 1.7025270016981582 10.746407014013934
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 8 -4 -2 11 -5 -3 10 -8 -1 -13 -11
right_child=1 3 4 7 -6 -7 9 -9 -10 13 -12 12 -14 -15
leaf_value=-1.2316515320984462 -1.2339766616499674 -1.3132150188017695 -1.3099499316575194 -1.3745701412047051 -1.1764725848723607 -1.0861571270197596 -1.346343260661941 -1.3224353775592756 -1.1992399505214482 -1.3566636544980908 -1.2858245195282807 -1.3848548304142854 -1.3626370520498079 -1.3923599417798764
leaf_weight=37.78057849407196 520.94628655910492 431.8160485625267 1346.7978051900864 4412.0798110365868 2652.3562465310097 4494.824599146843 1163.2161209583282 3340.6545321941376 1001.185330092907 790.19942343235016 1409.3220019936562 5475.2572171092033 1699.8599718213081 533.18506550788879
leaf_count=128 1678 1003 4199 8709 8026 15958 4253 7510 3000 1861 4288 14254 4674 1012
internal_value=-1.28961 -1.245 -1.15471 -1.33362 -1.22142 -1.10151 -1.36269 -1.35211 -1.23358 -1.33284 -1.31319 -1.37882 -1.37959 -1.37105
internal_weight=0 18200.7 9014.92 9185.74 3999.15 5015.77 11108.8 7752.73 1433 3895.92 2572.54 7212.9 7175.12 1323.38
internal_count=80553 50083 29861 20222 12225 17636 30470 16219 4003 11414 8541 19056 18928 2873
is_linear=0
shrinkage=1


Tree=1
num_leaves=15
num_cat=0
split_feature=22 64 35 77 35 73 73 67 73 21 73 16 83 77
split_gain=35192.4 5953.17 4031.18 2273.78 1119.03 1632.33 973.496 964.171 588.339 388.905 353.494 182.079 123.777 80.357
threshold=445.06630045273863 0.083385811700813259 283.53262506753168 245.38888888888894 142.88766081140946 1.3507565618796546 1.0129605215909316 0.039225342608076148 1.2110178073352065 25.614356312185677 1.494698271758617 0.95640850649716158 0.48429940176690833 335.83333333333343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 13 -6 -2 -4 11 12 -11 -3 -1 -5
right_child=1 8 7 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-1.2945356618083901 -1.1177370592722666 -1.060473592152219 -1.0307636172644929 -1.3293659267639093 -1.1830033965650169 -1.3256330476254039 -1.2646770976838877 -1.3430216013174578 -1.3296964009093213 -1.0819492066348773 -1.2338114430070626 -1.329899917232729 -1.1413687337697485 -1.3510565116884219
leaf_weight=287.84677505493164 791.57863140106201 117.48291671276093 6955.7518994808197 1975.1304280757904 1069.8850303888321 3209.3825089931488 1047.5332921743393 100.31023979187012 1083.5141390562057 426.318519115448 239.32714819908142 31.892114281654358 64.601975083351135 12627.369180321693
leaf_count=962 1936 234 14115 6917 2728 8076 3250 212 2364 962 662 76 159 37900
internal_value=-1.24986 -1.09811 -1.06957 -1.32709 -1.33494 -1.28997 -1.20143 -1.0352 -1.30405 -1.18152 -1.13655 -1.118 -1.26646 -1.34812
internal_weight=0 10128.1 8895.17 19899.9 18881.8 4279.27 1839.11 7056.06 1232.89 1018.09 665.646 149.375 352.449 14602.5
internal_count=80553 22187 19513 58366 55621 10804 5186 14327 2674 2745 1624 310 1121 44817
is_linear=0
shrinkage=1


Tree=2
num_leaves=15
num_cat=0
split_feature=71 96 54 96 2 71 39 95 63 96 9 71 96 3
split_gain=16608.8 9179.32 8114.38 2571.17 1246.1 1128.96 942.51 825.216 812.984 792.675 335.726 235.011 171.879 48.9788
threshold=16.485105008943389 3.2380497692062451 0.23183852906894684 2.1113306340686195 125.82490863741442 4.5564669139058465 4.7996736728328004 0.050291498506143076 0.021109705249225483 3.0696630536575484 3.4046494310293309 19.841776011195684 3.5583591689780394 182.25595337295101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -4 7 -3 9 -2 -8 12 -6 -13
right_child=4 6 5 -5 11 -7 10 -9 -10 -11 -12 13 -14 -15
leaf_value=-1.3661047904435553 -1.5024695004010029 -1.3422163713584034 -1.3854504096591436 -1.5177640038553113 -1.6880100323181495 -1.7295632267112475 -1.6316287544791681 -1.6751883890880941 -1.7371774696805937 -1.695584200514435 -1.7485684615544084 -1.6679828676189892 -1.7539960152919687 -1.7637062103485652
leaf_weight=2521.3090009987354 434.95317734777927 116.59584008157253 102.60433927178383 2008.2873046398163 771.76307365298271 1346.631259098649 274.76063184440136 205.81700466573238 801.97660438716412 415.68951681256294 2305.7587783783674 53.735474124550819 808.05986560881138 10169.996110349894
leaf_count=11918 1907 569 498 9458 2737 3986 1246 959 2508 1815 10712 214 3248 28778
internal_value=-1.67622 -1.57008 -1.49924 -1.43335 -1.74627 -1.7052 -1.71598 -1.55477 -1.66494 -1.59684 -1.73612 -1.75766 -1.72176 -1.7632
internal_weight=0 8881.76 5978.83 4529.6 13456.2 1449.24 2902.93 322.413 1652.62 850.643 2580.52 11803.6 1579.82 10223.7
internal_count=80553 39346 25860 21376 41207 4484 13486 1528 6230 3722 11958 34977 5985 28992
is_linear=0
shrinkage=1


Tree=3
num_leaves=15
num_cat=0
split_feature=58 49 16 9 67 71 9 13 49 7 43 49 14 7
split_gain=38968 7915.46 3179.27 2838.97 1431.04 1039.94 968.188 767.464 593.242 536.373 362.081 307.66 227.362 145.436
threshold=0.10780651518481556 0.43228652048144295 0.8174304771623373 2.9528261779069038 0.045364966882681164 29.754105026587592 3.4369833877181102 0.24468282356813362 0.28923830690713653 8.0900861855354229 0.048479376967940253 0.20371068769922088 0.3805468339074683 8.5880273406431229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 9 -6 10 -5 -2 -1 -3 13 -13 -4
right_child=2 6 11 7 5 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-1.4746184149774904 -1.3766787888050878 -1.3636811555406212 -1.2672017295149858 -1.1049387792980465 -1.4135128521708531 -1.2015267913099374 -1.3548771931461108 -1.3675727337241328 -1.1033509617708943 -1.3195082199328305 -1.1193153719579825 -1.188175989460037 -1.0972178602781641 -1.1317164277045637
leaf_weight=17314.035953581333 86.98001354932785 65.673670172691345 177.46930718421936 121.32082581520081 2213.6037454009056 258.43341201543808 271.21721804141998 1342.2996327280998 912.16215938329697 225.84723979234695 790.34000784158707 299.04079586267471 3391.7192026972771 143.12849491834641
leaf_count=53947 301 206 479 246 7966 662 843 3602 1908 652 1696 741 6989 315
internal_value=-1.38232 -1.44806 -1.16766 -1.25709 -1.46258 -1.39135 -1.19023 -1.3458 -1.12715 -1.47262 -1.13806 -1.11275 -1.10459 -1.20672
internal_weight=0 21139.2 6474.12 2462.76 20011.9 2472.04 1127.23 1463.62 999.142 17539.9 856.014 4011.36 3690.76 320.598
internal_count=80553 65972 14581 6057 63227 8628 2745 3848 2209 54599 1902 8524 7730 794
is_linear=0
shrinkage=1


Tree=4
num_leaves=15
num_cat=0
split_feature=21 1 7 13 70 1 73 1 81 47 14 31 21 9
split_gain=7081.71 7039.97 2284.18 2087.81 774.381 974.148 674.43 531.885 259.587 205.571 142.403 120.77 92.3262 61.9967
threshold=31.526755592599756 6.1727826167368027 6.0332299137604828 0.40603721499653506 26.289237178614979 5.2415140588769686 0.91648284858412554 3.6871859697119942 0.56292469138808132 0.0089447943842000475 0.16071415943930542 139.47304106389393 45.901189482533447 3.2168441009081792
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 13 -7 9 -9 -1 -4 12 -6 -2
right_child=4 2 10 -5 11 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.28307919617412525 -0.086886720468106596 0.010635110493944883 0.060073108636134798 0.13239216242051413 -0.014927316624704381 -0.050314152795990032 0.028664554202139859 0.0027690277000417766 -0.081830134837985125 -0.081256026527675662 -0.071287793551262899 -0.081506181152164334 -0.066599191680908318 -0.023990187313080145
leaf_weight=15.575331300497053 2026.5030361264944 1729.604816749692 92.017546683549881 7581.7727929651737 505.28663155436516 1734.6617754250765 2870.3116404116154 1841.5007921904325 451.66238594055176 2721.5328685939312 799.98613584041595 5487.8153297752142 1095.4986800700426 169.85186403989792
leaf_count=60 5203 5613 272 24312 1219 3843 8045 6397 1026 8535 1691 11472 2395 470
internal_value=0 0.0473995 0.0951312 0.109776 -0.0513282 -0.027223 -0.00108618 -0.0494193 -0.0138937 -0.0791828 -0.0577368 -0.0744566 -0.050289 -0.0820227
internal_weight=0 15233.7 10203.4 9311.38 13889.9 6801.33 4604.97 5030.27 2293.16 2737.11 892.004 7088.6 1600.79 2196.35
internal_count=80553 47906 31888 29925 32647 17561 11888 16018 7423 8595 1963 15086 3614 5673
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=15
num_cat=0
split_feature=51 95 35 41 85 75 51 21 95 76 14 11 13 43
split_gain=32631.3 2324.82 2161.57 1491.69 1302.19 866.954 511.667 337.995 219.533 160.508 103.448 90.5666 48.6084 39.8582
threshold=0.00039598244390583176 0.012433971270332318 155.33237055224774 0.76265365867097523 0.16334835967345038 19.216814400388426 0.00018454691628124302 26.107182802503683 0.009276111241118044 271.50000000000006 0.27624714783859211 3.5066027937008037 0.53212633524186248 0.22767847875778088
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 4 -4 8 11 -8 -1 10 -2 -3 -7 -5
right_child=2 6 3 13 -6 12 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.1903914135512822 -0.065433809707045917 0.17818257265123583 0.052144324201175069 0.019736164030754268 -0.085442549703603349 -0.085878901380334771 -0.014329005650240209 0.075530533703837902 0.14203616174661549 -0.09521491855116504 0.045738672371118047 0.046208211015553238 0.12019577497502537 -0.093219914152799135
leaf_weight=6215.2139768302441 1109.3985629677773 354.39372818171978 2774.8883975297213 31.774778604507446 914.62719619274139 128.17610418796539 763.49843208491802 926.57079185545444 1105.9545257985592 13465.194088891149 90.530786678195 60.939590632915497 12.568612545728682 1852.8979431092739
leaf_count=10875 3972 685 7267 72 2242 268 2427 2320 2293 43493 228 160 27 4224
internal_value=0 0.152176 -0.0719438 -0.0189361 0.0180367 0.178361 0.0593744 0.034936 0.183087 -0.0920919 -0.0570462 0.158819 -0.0674763 -0.0913155
internal_weight=0 9567.32 20239.3 5574.19 3689.52 7461.91 2105.4 1690.07 7321.17 14665.1 1199.93 415.333 140.745 1884.67
internal_count=80553 19055 61498 13805 9509 13463 5592 4747 13168 47693 4200 845 295 4296
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=15
num_cat=0
split_feature=71 97 49 13 18 2 111 89 49 97 71 97 8 3
split_gain=13177.3 9985.83 8496.55 1479.15 1037 990.816 689.853 685.238 639.616 678.609 160.545 187.383 145.884 48.043
threshold=16.877585807633757 3.1355614040840143 0.31799134141230262 0.60450958394303866 0.057773066007971684 136.19414767792367 5.3827829214392322 0.9933279398940974 0.27999063887133163 2.8892284155433936 20.432789430002234 3.3037578960128084 3.0089316523820764 145.77344696087519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 8 12 -8 9 -2 11 -7 -3 -12
right_child=5 6 4 -5 -6 10 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.24195697836050953 0.16949392833631327 -0.0057166593218439697 0.20467121601923496 0.065401672649304687 -0.070672428754429167 -0.0026419751873663212 0.25100594970982931 -0.047459372846447315 -0.0610784436997052 -0.0099081447643636286 0.066446967961546019 -0.076391037108139881 -0.075159326562737772 -0.085822222735541076
leaf_weight=4398.9997143894434 347.48347876966 339.99742229282856 151.36648435890675 531.89106076955795 1419.5553040206432 534.01806209981441 141.71150439977646 168.25110231339931 844.21505509316921 536.2024257928133 20.768065869808197 970.89125387370586 2744.5797894746065 9098.2685445845127
leaf_count=18075 1381 1482 607 1901 4170 1856 608 753 2777 2276 81 3953 13018 27615
internal_value=0 0.0858067 0.158388 0.222912 -0.0441416 -0.0690594 -0.0532146 0.0889957 0.00116918 0.0606364 -0.0804816 -0.0502211 -0.067505 -0.0854754
internal_weight=0 9896.35 6501.81 4930.89 1570.92 12351.8 3394.54 309.963 1727.9 883.686 10623.9 1504.91 3084.58 9119.04
internal_count=80553 40614 24753 19976 4777 39939 15861 1361 6434 3657 33505 5809 14500 27696
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=15
num_cat=0
split_feature=63 57 47 83 63 83 21 21 97 83 79 62 79 18
split_gain=31669.6 3483.04 2037.92 2220.07 1774.79 673.768 449.931 438.626 314.136 457.204 251.192 183.066 174.182 167.803
threshold=0.047663081846731084 0.023282863197180505 0.069678894687235607 0.81572968742263507 0.014341304193721696 0.2569851609312423 4.2004394622937413 114.31588302823242 2.5105261840407036 1.2053928977178454 1.0169065475007184 0.060286669364123524 1.0219218434084978 0.66841411959974084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 10 7 -6 -1 -3 12 -10 -2 -8 -4 -5
right_child=2 4 8 13 5 -7 11 -9 9 -11 -12 -13 -14 -15
leaf_value=0.17038449274492617 -0.05351878329792497 -0.065756433848233917 0.21222589039214662 0.089293731859260927 0.17248148867926372 0.043831647543147785 -0.092004739675021069 0.19371163051696333 0.054401415533876375 0.2015779419759805 0.04155344364607768 -0.04769229269755057 0.12305144643044313 0.19858609494518512
leaf_weight=67.006793856620789 649.10559636354446 1396.3433425426483 4648.1163808256388 163.19222490489483 693.5847559273243 985.54629072546959 15160.844554752111 68.340531468391418 349.96809260547161 531.832569912076 485.96737557649612 993.39116342365742 229.87181247770786 1009.4517980217934
leaf_count=172 1748 5373 8434 454 1560 3084 50347 152 972 1023 1351 3386 534 1963
internal_value=0 -0.0695367 0.166281 0.0868778 0.0267982 0.096972 -0.0882072 -0.0536499 0.198094 0.143167 -0.0128148 -0.0892798 0.208024 0.183376
internal_weight=0 19365.1 8067.51 2307.72 3143.81 1679.13 16221.2 1464.68 5759.79 881.801 1135.07 16154.2 4877.99 1172.64
internal_count=80553 64074 16479 5516 10169 4644 53905 5525 10963 1995 3099 53733 8968 2417
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=15
num_cat=0
split_feature=97 35 108 97 51 42 97 97 106 43 55 33 43 97
split_gain=6995.82 8984.3 2119.55 1569.14 910.087 538.915 433.876 418.551 216.947 206.651 135.084 103.862 88.5082 64.0332
threshold=2.6248418687962913 243.96306291896809 6.376296428770984 4.5137868411637383 0.00018454691628124302 0.090468216714982633 1.9828216782114341 2.9635449944030978 3.5168709199644668 0.10499242390916889 0.014425548315699614 19.429459603284368 0.089589307980338553 1.7025270016981582
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 7 -4 11 -6 10 -2 9 -8 12 -3 -1 -12
right_child=1 4 3 -5 5 -7 8 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.098321494678455357 0.07791952337188722 -0.015809152540373971 0.0061668646283371559 0.11956325279213409 0.018804367090538437 -0.057316226233893167 -0.0427894529410228 0.1563688668774347 -0.070544908321270847 0.018693566036280179 -0.088476083239372227 -0.077302463834894197 0.25168854214993641 -0.065272389976065728
leaf_weight=11.302466079592707 803.29179313778877 295.60788780450821 2929.1372964382172 2091.7011200040579 2759.0068005174398 1403.0406063497066 1513.0125121921301 4434.5291295349598 1372.0227878838778 855.93269613385201 4818.5930853933096 3876.7941757291555 20.025235503911972 1579.0240440517664
leaf_count=47 2578 684 8313 6009 7020 3121 5213 13741 3642 2559 14205 8617 72 4732
internal_value=0 0.037179 0.0998345 0.0534082 -0.039942 -0.00685615 -0.0659787 0.144338 -0.0389016 -0.0205748 -0.0817347 -0.0729458 0.125411 -0.0827491
internal_weight=0 18593.1 10258.7 5020.84 8334.45 4162.05 10169.9 5237.82 3740.97 2368.95 6428.94 4172.4 31.3277 6397.62
internal_count=80553 50083 30641 14322 19442 10141 30470 16319 11414 7772 19056 9301 119 18937
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=15
num_cat=0
split_feature=35 64 77 1 73 71 35 73 73 16 71 93 77 9
split_gain=21430.1 5595.28 1721.16 1415.79 973.051 739.151 542.398 541.602 340.266 325.521 244.506 95.4683 88.5645 84.2645
threshold=227.78677617389761 0.088225398382950251 242.38888888888894 6.2507082820275501 1.2110178073352065 24.997318866713265 142.88766081140946 1.1549394758562317 1.0517084598774042 0.95640850649716158 15.782619801101399 0.31603435280610676 335.83333333333343 4.3359138513091837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 9 -5 12 -8 10 -3 -1 -10 -4 -2
right_child=1 4 6 5 -6 -7 7 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.063831364263758558 -0.088089562370039245 0.1572580698709376 -0.069922270047959464 0.096438513281244476 -0.076733308865508776 0.15536562836736614 0.035284694415508681 -0.066968287547131092 -0.079107381459615295 -0.081792628746293783 0.14235350412015732 0.022800934981339494 -0.093202992791368539 0.12061476386106385
leaf_weight=66.496317222714424 305.00466094911098 271.00966170430183 1911.4765673428774 3089.2047576606274 1800.4745983034372 6845.7844218164682 696.6119494587183 2020.2446885406971 125.80603443086147 72.123579159379005 425.78908188641071 341.35088354349136 11258.885282739997 20.655699163675308
leaf_count=227 796 493 7394 6677 4289 11617 1856 5924 449 172 886 986 38740 47
internal_value=0 0.0996194 -0.0735772 0.130317 -0.0473207 0.137043 -0.0814321 -0.0407503 0.0564901 0.107012 0.114503 -0.00464312 -0.0898242 -0.074852
internal_weight=0 12404.3 16846.7 10260.6 2143.61 9934.99 15887.2 2716.86 959.442 343.133 492.285 467.157 13170.4 325.66
internal_count=80553 24091 56462 19137 4954 18294 53914 7780 2548 665 1113 1435 46134 843
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=15
num_cat=0
split_feature=71 1 55 39 98 37 70 71 103 61 25 39 99 71
split_gain=10711.4 2650.97 4480.53 2837.88 945.681 902.308 798.817 763.098 384.936 373.74 279.187 123.766 312.996 63.1467
threshold=17.065262960154175 6.9875146868745972 0.25775413243151951 5.1526734418550895 0.66331370200258621 23.949904491517252 16.909201539374994 4.9600996807698916 0.79343176628349144 0.04082727200815555 31.788194858088215 6.7158324984250681 1.0703955785378521 21.461098510672105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 9 -4 -5 10 -2 12 -8 -13
right_child=6 3 7 8 -6 -7 11 -9 -10 -11 -12 13 -14 -15
leaf_value=0.19030129916829105 0.084659220044860095 0.03205909689040267 0.1652686173231882 0.0068585000650066563 0.065712522090878342 0.21954687447819785 0.11317721296706132 -0.065517635941075486 -0.057686833614633531 -0.065515368051707087 -0.017851908375943318 -0.062175677204468122 -0.068410842162622804 -0.084958245902362853
leaf_weight=3571.8193610310555 519.91490884125233 388.87072893977165 162.45921532809734 1908.247989371419 734.52368667721748 755.1726458221674 115.42649088799953 1213.0669050514698 1791.3357915729284 617.95941752195358 543.30731056630611 1447.0285186171532 534.33115178346634 7639.6012620478868
leaf_count=12643 2081 1649 584 8343 2634 2845 436 3740 8810 2045 2266 5746 1846 24885
internal_value=0 0.0725263 0.118863 0.0181711 0.16905 0.155818 -0.067324 -0.0382602 -0.0243943 -0.00366963 0.032276 -0.0783152 -0.0361525 -0.0813302
internal_weight=0 10525.5 5681.87 4843.63 4306.34 1144.04 11417.6 1375.53 3699.58 1681.18 1063.22 9736.39 649.758 9086.63
internal_count=80553 41248 19601 21647 15277 4494 39305 4324 17153 6392 4347 32913 2282 30631
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=15
num_cat=0
split_feature=64 15 66 57 18 13 18 16 47 13 47 39 69 95
split_gain=22661.1 3345.6 3197.45 2149.72 1312.5 662.257 587.682 334.904 320.099 268.995 210.775 200.593 129.404 92.682
threshold=0.053898269273615344 0.60516569075028503 0.057837815588800613 0.023929537924207763 0.06891037326689127 0.24468282356813362 0.18341251174171633 0.76855785723726266 0.20076547872164488 1.4914216012506707 0.16017855635013101 1.9448597209699601 0.28591577137955032 0.27295760390903528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 9 13 -2 -6 10 -4 11 -3 -1 -9 -5
right_child=1 7 8 4 6 -7 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=0.11887640105746995 0.18577517701414537 0.062186884967313977 0.092459322679809205 -0.081096776382001426 0.15570309803029878 -0.022441401810295161 -0.044368191916301716 0.14514521046941795 0.17374954663753714 0.19835563156667291 0.17875770235895874 -0.08742378440166082 0.18594239874255447 0.27030067026694932
leaf_weight=47.283642128109932 161.4294511526823 446.61917866766453 718.17783151566982 581.7533243894577 723.32696785032749 2842.7658681869507 184.20421208441257 980.05648583173752 1488.1411974430084 33.164131417870522 237.64346107840538 14707.027433872223 3761.393484249711 7.6039264053106299
leaf_count=127 279 1173 1690 2362 1487 9341 666 1956 2555 78 404 52361 6056 18
internal_value=0 0.11311 0.0558793 -0.0745633 0.0396345 -0.011253 0.115094 0.168071 0.147289 -0.0861232 0.102672 -0.0867626 0.17751 -0.076563
internal_weight=0 10636.2 5210.51 16284.4 1496.89 3004.2 907.531 5425.71 2206.32 14787.5 684.263 14754.3 4741.45 589.357
internal_count=80553 23454 13865 57099 4533 9620 2153 9589 4245 52566 1577 52488 8012 2380
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=15
num_cat=0
split_feature=13 9 3 93 2 0 13 9 37 93 55 81 51 0
split_gain=4671.49 4001.03 3395.39 1451.11 460.24 391.683 337.308 280.638 360.665 276.644 199.159 68.5509 86.9426 29.4038
threshold=0.39380727795260756 3.1238659912022033 355.68810036589679 0.36765802581258938 314.20844041944071 4.196677585237782 0.32974304497674645 3.0065735324525176 124.18392459523027 0.59511050042153169 0.014425548315699614 0.51257411637830874 0.00014234003035346984 2.7377353624543415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 10 11 13 -9 -7 -2 12 -1 -8
right_child=1 2 4 -5 -6 9 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.082350039868145181 0.1435832005541606 0.03277760576554338 0.023367526846719451 0.11617701805026048 -0.048828709517512024 -0.051584303157124901 -0.089279121379080784 0.014470620432074855 -0.048118655025474411 0.03797883314812895 -0.075087658683671121 -0.089618275825260107 -0.05234851941615605 -0.058051996347744418
leaf_weight=1505.2759560197592 42.254869267344475 3029.0073363184929 1416.0692334920168 6703.3801231980324 2345.566539272666 699.44137428700924 655.30319641530514 1695.4304597377777 2014.7268552035093 680.32463963329792 2911.2952532619238 1269.1219928860664 2695.8502689003944 558.55303619801998
leaf_count=3540 137 9333 3858 19575 5522 2388 2270 5052 4953 1988 9185 3000 7760 1992
internal_value=0 0.032189 0.0590351 0.0902206 -0.0216504 -0.0514104 -0.0521597 -0.0331725 -0.0195172 -0.00742319 -0.0719593 -0.0692509 -0.0630982 -0.07491
internal_weight=0 17827.3 13494 9732.39 3761.64 4333.32 10394.3 4924.01 3710.16 1379.77 2953.55 5470.25 4201.13 1213.86
internal_count=80553 51986 38288 28908 9380 13698 28567 14267 10005 4376 9322 14300 11300 4262
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=15
num_cat=0
split_feature=51 39 22 9 39 62 51 51 13 22 43 70 9 102
split_gain=20716.9 1477.23 1375.5 715.701 676.25 496.927 310.772 272.831 181.944 152.557 103.942 96.4802 60.7 36.3389
threshold=0.00044517236554220878 12.610844697720802 244.3530945463198 4.8060375808327995 10.260439083229047 0.19397725712894534 0.00022241781325016413 0.00019549971448868124 0.44442235999140617 136.97968067963512 0.021157535709938686 17.74802486166335 3.849344820204371 1.3971839839065816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 12 -5 6 -3 10 -9 -2 -1 -11 -4 -7
right_child=2 5 3 4 -6 13 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.19072489246010288 -0.090517051764264514 0.13938964983727703 -0.091852972279826861 -0.051533127759872226 0.044307965283280425 0.019650886041358312 0.095586127053708211 0.042016595017754933 -0.027149777072461464 -0.077149100871250167 0.073170629202728488 -0.040131800398816871 -0.050211035289267347 -0.076200948844493979
leaf_weight=97.641746520996094 9672.8424530029297 6611.5486277341843 971.31014777719975 1206.1157399863005 1889.6646147370338 61.114158928394318 2145.175252944231 811.32888981699944 715.91071920096874 2243.2370260059834 327.49885614216328 1026.1811231374741 547.27986027300358 112.10464051365852
leaf_count=162 34658 10650 2844 4221 4720 163 4258 2072 2378 8947 689 2856 1666 269
internal_value=0 0.108114 -0.0674918 -0.0206149 0.00696828 0.125341 0.128659 0.0293173 0.00959408 -0.084205 0.100169 -0.0655304 -0.0768458 -0.042383
internal_weight=0 10882.3 17556.6 4614.37 3095.78 8929.94 8756.72 1952.38 1527.24 12942.3 425.141 3269.42 1518.59 173.219
internal_count=80553 20641 59912 13451 8941 15340 14908 5301 4450 46461 851 11803 4510 432
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=15
num_cat=0
split_feature=71 96 48 13 70 64 48 96 13 11 71 3 96 33
split_gain=8790.53 4150.04 2996.52 1037.88 741.077 718.616 361.049 393.803 353.011 292.747 111.415 117.706 117.054 79.8935
threshold=17.065262960154175 3.4169546741328429 0.27101654218064047 0.56947151094452841 16.909201539374994 0.020840521904167488 0.19506098117055795 3.536901648936396 0.32974304497674645 3.8082537386152695 21.461098510672105 201.63757699181056 3.1927885424966518 11.701195656065194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 7 -2 13 -10 12 -12 -6 -3
right_child=4 8 5 -5 10 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.14937101696046162 0.089541113114366397 0.18039005996844226 0.10203000744697573 0.034595531023760333 -0.018969000863761319 -0.044269186079048846 -0.054405616525880031 -0.046576228326780961 -0.061571498094000324 0.071926686119719488 -0.0044943006313403321 -0.083285667297542665 -0.074285736768286134 -0.005433149945370884
leaf_weight=5307.158615604043 571.99211028218269 81.468399420380592 434.91808979213238 925.20579788088799 639.70306566357613 1472.4385131895542 759.97757847607136 338.22704689204693 2387.967945754528 176.39796029031277 194.72237114608288 7209.8085599988699 951.56833931803703 32.314725711941719
leaf_count=18218 2130 295 1464 3333 2380 4933 2754 1508 12130 742 716 25523 4294 133
internal_value=0 0.0632391 0.0987669 0.132332 -0.0646967 -0.0109098 -0.00352269 0.0389615 -0.0447408 -0.0523884 -0.0760545 -0.0812136 -0.052048 0.127616
internal_weight=0 10817.9 8139.72 6232.36 10666 1907.36 1670.2 910.219 2678.15 2564.37 8995.8 7404.53 1591.27 113.783
internal_count=80553 41248 27948 21551 39305 6397 6392 3638 13300 12872 32913 26239 6674 428
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=15
num_cat=0
split_feature=61 49 73 51 16 97 18 73 7 49 18 83 97 77
split_gain=19295.2 2919.4 1359.4 1063.84 828.808 661.51 474.215 463.879 453.294 297.224 234.637 149.169 144.122 89.4498
threshold=0.060774752566899091 0.32552275521951479 1.8887203559226162 0.0059557547556839579 0.91866030957303357 2.8147679403906185 0.06891037326689127 -0.37421838319464462 7.1536589074349841 0.26129031575860023 0.66841411959974084 0.55824022322125111 2.8147679403906185 999.83333333333348
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 6 -3 -1 -9 10 -4 -7 -11 -5
right_child=2 5 9 13 -6 11 -8 8 -10 12 -12 -13 -14 -15
leaf_value=0.17805520830010746 -0.05019375251636557 -0.066092655776039441 0.010629363335177333 0.096825017084327114 0.13118928914438108 -0.065184404891333023 0.11758322849431464 -0.081495780037968701 0.029905095390143178 0.15621278631793536 0.12338659166560094 0.040682718660676492 0.11256675971909291 0.15449044608942644
leaf_weight=70.670255690813065 1016.7043907940388 160.61536629498005 279.01882849633694 500.73532512784004 334.90015423297882 418.59764723479748 1125.8886136710644 14787.799382433295 374.51060801744461 4860.9087660461664 545.05550670623779 195.13747978210449 896.01083827018738 581.24533712863922
leaf_count=156 2688 622 919 1029 588 1589 2333 57381 1072 7788 1029 600 1806 953
internal_value=0 -0.0629734 0.117765 0.0539055 -0.00525072 0.0539 0.094652 -0.0775528 -0.0787442 0.141379 0.0852087 -0.0315239 0.14942 0.127803
internal_weight=0 17133.2 9014.58 2433.59 1351.6 1900.24 1286.5 15233 15162.3 6580.99 824.074 613.735 5756.92 1081.98
internal_count=80553 63753 16800 5258 3276 5144 2955 58609 58453 11542 1948 2189 9594 1982
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=15
num_cat=0
split_feature=97 37 111 97 44 97 97 81 33 43 60 55 42 40
split_gain=5251.64 5997.79 1373 1081.88 410.292 327.32 297.245 176.884 175.57 170.888 163.406 92.3352 49.6852 13.6615
threshold=2.530758746319965 110.12076800291005 3.5265918565288361 3.7808917285864694 36.821306295531222 2.7962291507049222 1.7025270016981582 0.56292469138808132 27.803625342870863 0.087162889872103758 0.0056537606221214185 0.014425548315699614 0.072790692160444204 0.50116945921782741
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 10 -2 11 9 -6 -8 -3 12 -1 -13
right_child=1 4 3 -5 8 -7 7 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.094281268372541513 0.042952326591551279 -0.01791990059570157 -0.015324695921259408 0.073011162481761427 -0.028220535078241252 0.11983358357755017 -0.056615524852662504 -0.082502427761432517 -0.06562535613339042 -0.012701256159240996 0.051764075804898016 -0.077612730528272264 0.20124453184710145 -0.089085769120451075
leaf_weight=8.391008600592615 623.52735182642937 1001.3399395793676 2110.2596568614244 4042.1570061296225 1878.9114727675915 4950.0627331882715 1745.3453457951546 970.46724183857441 3778.149963542819 1800.0432956814766 506.84497037529945 2321.5297022610903 17.667049497365952 1877.0130558907986
leaf_count=39 1967 2504 6333 10815 4719 14433 6498 2540 9508 5546 1389 8674 57 5531
internal_value=0 0.0312354 0.0752813 0.0427122 -0.0408463 0.111233 -0.0625109 -0.0446742 -0.0532019 -0.0343196 0.0054983 -0.0815772 0.106082 -0.0827419
internal_weight=0 18891.3 11726 6152.42 7165.25 5573.59 8740.46 4515.86 5657.06 3545.39 1508.18 4224.6 26.0581 4198.54
internal_count=80553 51668 33548 17148 18120 16400 28885 14584 14227 12044 3893 14301 96 14205
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=15
num_cat=0
split_feature=34 73 60 71 77 35 34 73 35 73 77 71 78 77
split_gain=14526.5 3364.69 1172.33 1132.39 965.96 813.099 277.237 249.393 178.967 177.509 169.937 132.725 85.08 55.0208
threshold=167.19345985511094 1.6671380391300741 0.013555226809125966 21.323520417593322 245.38888888888894 202.40064543821205 96.963931194772556 0.62579442312624545 126.79620059361019 1.4082232106503276 221.50000000000003 16.202911129592184 1.0243771996386293 305.16666666666669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 9 10 13 -7 -8 11 -2 -1 -4 -6
right_child=1 2 12 -5 6 7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0581015992578559 0.1084481759801266 -0.057701760268854721 -0.076299104655624062 0.089832628344224646 -0.059714016040388812 0.13038517886437742 -0.076151216821966253 0.096203623130744528 -0.025755478615501128 -0.022401424558821634 -0.0066325796269637097 0.09254905397994162 0.0094411134908691241 -0.088033947269988963
leaf_weight=67.952372416853905 156.23876357078552 776.498839199543 1483.8032765686512 1576.4573449939489 738.72566550970078 4784.7916117459536 1392.1600172519684 3853.6569169610739 1426.9448470324278 342.31447438895702 717.99604088068008 419.54297478497028 125.52388693392277 9617.1583622694016
leaf_count=250 327 2617 3915 2905 3095 7672 5593 7180 4346 1024 2309 910 334 38076
internal_value=0 0.0735859 -0.00384016 0.0411448 -0.0718542 0.105836 -0.0784452 0.115137 -0.0506424 0.0327929 0.0139341 0.0715497 -0.0696116 -0.0860138
internal_weight=0 13475 3962.28 2352.96 14004.8 9512.68 13175 8638.45 2819.1 829.81 874.235 487.495 1609.33 10355.9
internal_count=80553 27259 9771 5522 53294 17488 51110 14852 9939 2184 2636 1160 4249 41171
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=15
num_cat=0
split_feature=71 96 48 51 64 2 48 39 37 96 9 71 51 48
split_gain=7270.75 3510.27 2302.77 928.072 680.131 615.469 375.425 359.062 361.583 277.26 127.009 62.9022 60.5615 36.5542
threshold=17.962035116183078 3.5097478639379731 0.2592622809795076 0.0007466647856322117 0.026928088562284746 154.71261997224585 0.18068013468702246 5.3415296626654731 26.757686276252034 3.4381921740960264 3.4979921110582439 21.323520417593322 0.0005684820501395527 0.27447004652475659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 9 8 -3 -2 -9 12 -7 -8
right_child=5 7 4 -5 -6 11 13 10 -10 -11 -12 -13 -14 -15
leaf_value=9.8344060766661863e-05 0.087514940188236134 -0.04313413650716405 0.078751771788881236 0.12378470987377972 -0.045473980794092893 -0.076648288729903175 -0.028498527693964389 0.00065102606172777878 0.13242355310038886 -0.037325732239328509 -0.073160705190986927 -0.081104437827900722 -0.030283359402234318 -0.072171743708003167
leaf_weight=673.69119682908058 482.0120936781168 277.71547889709473 628.72347883880138 6096.1309361159801 1473.9323022812605 622.02057363092899 304.79432594776154 264.84769721329212 203.12991647422314 281.96766187250614 1946.1726379096508 6640.4508603513241 514.94253619015217 516.27127285301685
leaf_count=2565 1720 1359 2081 19997 5206 2801 1193 1131 731 1309 10714 25684 2185 1877
internal_value=0 0.0527372 0.0830841 0.111476 -0.00832874 -0.0658084 -0.00901411 -0.0472872 0.031029 0.0414391 -0.0643191 -0.0773832 -0.0556491 -0.0559595
internal_weight=0 11564.3 8872.48 6769.82 2102.66 9362.46 1585.05 2691.87 480.845 763.98 2211.02 7777.41 1136.96 821.066
internal_count=80553 43784 29849 22562 7287 36769 6099 13935 2090 3029 11845 30670 4986 3070
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=15
num_cat=0
split_feature=64 42 57 56 43 73 15 105 33 95 49 13 49 95
split_gain=15031.1 2191.87 1574.87 1221.66 818.904 622.655 603.157 294.438 271.829 251.096 147.735 132.666 109.506 85.6398
threshold=0.050359484822230863 0.12220072674435815 0.023282863197180505 0.023492278627458674 0.032530436304552886 2.0010940044913768 0.76475136808923339 16.093840791800748 2.3475944731515246 0.10523652380409777 0.35437194855702953 1.4914216012506707 0.40813636420594362 0.27295760390903528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 9 13 6 -3 -6 -1 -2 -7 -10 -5 -4
right_child=1 5 4 12 7 10 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=0.17244017003259193 -0.038511332015744276 0.018630821527671759 -0.081996363752811052 0.039769459266574179 0.043077510239824084 0.10192999273898772 0.12316492931467111 0.16048277360007907 -0.082614468507069883 0.11026705218313682 0.13745375452609546 0.14412826798065004 0.13071606120231169 0.23001014021924759
leaf_weight=42.080265790224075 1970.2539134174585 1209.5509361475706 473.24199320375919 164.7120770663023 611.18513710796833 1584.3726272284985 1015.28565146029 328.37478588521481 12510.093733564019 120.36845007538795 4483.8042003810406 25.857765823602676 674.74147252738476 8.9639127105474454
leaf_count=86 7321 2725 2241 479 1593 3207 1762 619 51848 343 7083 59 1168 19
internal_value=0 0.0853187 -0.0700187 0.0109709 0.0297408 0.111587 0.0663341 0.0841105 -0.081295 -0.0299454 0.128179 -0.0821468 0.112871 -0.0761964
internal_weight=0 11223.1 13999.8 2930.08 1421.77 8293.01 2224.84 939.56 12578 2090.62 6068.18 12536 839.454 482.206
internal_count=80553 24088 56465 9311 4472 14777 4487 2212 51993 7664 10290 51907 1647 2260
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=15
num_cat=0
split_feature=97 95 110 97 97 97 95 13 32 73 53 49 65 39
split_gain=4423.41 5006.96 1190.8 822.675 330.625 277.17 252.346 166.022 142.681 117.218 94.6565 57.4208 64.2381 36.0601
threshold=2.5105261840407036 0.011991554286997023 4.4315833570578382 3.6461492991992883 2.7962291507049222 1.7025270016981582 0.0082938665633780495 0.39012801942536884 5.7093326071528319 1.3944345206911792 0.022220706303895027 0.025222711925479969 0.034309571273942435 516.02772710818294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 4 -4 -3 11 10 13 -9 -8 -2 12 -1 -7
right_child=1 2 3 -5 -6 7 9 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.091371880142159287 -0.064339413785876196 0.032822473956770425 -0.018858712076582809 0.057529910138464674 0.10343976476024441 -0.070529877204621075 -0.034917886979936148 -0.068609644926022631 -0.015189657116154755 0.019221560744830096 0.014618626044885497 -0.079878627441379357 0.17753313869641787 0.15145963512471319
leaf_weight=17.171638205647469 3955.110660970211 753.81404332816601 2032.8986229300499 4600.0318241417408 5503.337515771389 1431.8545326888561 1149.841021925211 651.44112269580364 2150.5668658465147 613.17770408093929 157.89129981398582 3867.9459211975336 18.406083911657333 7.3550717979669562
leaf_count=88 10563 2371 6144 12118 15845 5070 2857 2067 7103 1651 436 14156 57 27
internal_value=0 0.0287637 0.0636387 0.0341179 0.0949323 -0.0594867 -0.0477407 -0.041789 -0.0276093 -0.0160882 -0.0613083 -0.0787154 0.0477457 -0.0693954
internal_weight=0 18766.1 12890.1 6632.93 6257.15 8144.74 5876.02 4241.22 2802.01 1763.02 4113 3903.52 35.5777 1439.21
internal_count=80553 51985 36478 18262 18216 28568 15507 14267 9170 4508 10999 14301 145 5097
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=15
num_cat=0
split_feature=51 21 77 49 73 34 73 73 97 51 75 75 42 71
split_gain=13803.5 1216.63 1211.05 755.444 454.722 393.709 659.657 379.308 361.128 285.155 184.584 174.185 144.43 79.0528
threshold=0.0004910171975049917 27.679963027361012 305.16666666666669 0.19426700070917061 1.3364284097836669 129.15715773141503 1.1549394758562317 2.2371081735204594 10.820176959100968 0.00016048418339122296 1.9928845319796549 6.2205364839912187 0.08286671064464006 15.864384985362898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 12 10 -4 -7 -5 11 -6 -3 -1 -2 -10
right_child=2 4 5 7 9 6 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.036507102306727948 -0.063877781354144778 0.030024818254983179 -0.084430502093503446 0.11197447432016559 0.09936704770256255 0.035016441021713161 -0.069946281969551299 -0.03826340717938901 -0.083864209117432573 0.031773095808233814 0.11235172175499271 0.048943208906991283 0.023093786511729952 0.1534408970246566
leaf_weight=1051.9653763771057 919.89867094159126 283.57326297461987 9810.3887871652842 694.68501408398151 1072.2423035651445 793.37486770749092 2440.8172334581614 221.67128400504589 15.33952061831951 1493.3372143656015 6874.8399522006512 308.51366899907589 240.95747047662735 165.4396144002676
leaf_count=3640 4019 639 41763 1451 1799 2150 7795 670 61 3333 11378 749 796 310
internal_value=0 0.0830609 -0.0631626 0.00775492 0.0961444 -0.0744555 -0.044198 0.0756312 0.000515298 0.0600229 0.10909 -0.0171297 -0.0458252 0.133305
internal_weight=0 11265.3 15121.8 2077.21 9723.99 13044.6 3234.19 916.356 1541.26 2565.58 7158.41 1360.48 1160.86 180.779
internal_count=80553 21909 58644 6936 17149 51708 9945 2121 4760 5132 12017 4389 4815 371
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=15
num_cat=0
split_feature=2 48 50 45 99 102 93 48 93 99 99 93 45 93
split_gain=5315.82 2270.07 1093.56 934.592 715.267 612.878 459.005 323.505 262.387 208.285 198.918 180.358 52.3594 58.8449
threshold=136.19414767792367 0.16931661256556774 0.00069776718561295216 27.475113482065847 0.093146162892933912 0.91747658647471131 0.3610942107899538 0.27771872731568015 0.28115651644426737 0.91077635857202588 0.48794128348554328 0.62255600674349765 44.918554437869169 0.23605949540202034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 11 -4 9 -6 -1 -2 -8 -3 13 -5
right_child=3 4 5 12 7 -7 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.1246323702741181 0.11496010489241884 0.14011942469275646 0.11692768478491725 0.017119120381724511 0.00243352550662052 0.025223041301375655 0.0382724283313714 -0.0566276471909977 -0.016118896411345892 -0.020628991643931817 -0.049430901353149745 -0.0035686595972067182 -0.076444221848432387 -0.061115326402075926
leaf_weight=149.76985256373882 436.9111096560955 357.09403498470783 4594.2391892820597 102.45541094243526 1952.4937270283699 866.16962765157223 351.76506246626377 1766.4903395026922 1145.0093108788133 152.95777164399624 976.50999966263771 115.64707593619823 5747.4899294450879 1560.1793461367488
leaf_count=519 1571 1101 15088 474 7819 3627 1211 6902 5167 597 4653 390 24325 7109
internal_value=0 0.0469167 0.0827884 -0.055819 -0.0108923 0.102381 0.00639426 -0.0256201 0.000162101 0.0798008 -0.0262046 0.104969 -0.0719231 -0.0562943
internal_weight=0 10946.9 6755.19 9328.27 4191.73 5460.41 1918.14 3718.98 1294.78 589.869 1328.28 472.741 7410.12 1662.63
internal_count=80553 40613 24401 39940 16212 18715 8032 14721 5686 2168 5864 1491 31908 7583
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=15
num_cat=0
split_feature=64 58 53 19 73 16 52 18 21 97 55 72 77 62
split_gain=12353 2050.94 1321.88 674.16 666.659 641.655 566.203 344.079 275.631 165.502 139.317 93.6884 66.5393 49.1126
threshold=0.050359484822230863 0.055420935842306361 0.029533538162776936 0.057770186087225305 1.8887203559226162 0.79201467449927965 0.041678646830102924 0.17970450018525955 4.2004394622937413 2.8147679403906185 0.25294811445356918 -0.75172238585362161 1885.8333333333335 0.02447826134566106
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 12 5 -3 10 -5 13 -6 -2 -10 -4 -1
right_child=1 4 3 7 9 -7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.081007717325846371 -0.055481344063998461 0.0036553224241219883 -0.081217482527634235 0.10035003493610795 0.11901139355121726 0.10937720562345384 0.12049247450670822 -0.049393891214677882 0.14254148172770439 0.080905867624434802 0.01285301697700294 -0.080184348392079441 0.1867836241004974 0.15568260032792894
leaf_weight=10.301069706678389 1272.7049683332443 1329.0943052470684 455.43167547881603 776.41404014825821 5473.0917900055647 1010.584096416831 255.28071255981922 191.24405957758427 18.917295053601265 1439.5955526232719 389.70473220944405 11490.999433755875 9.456492528319357 58.852250084280968
leaf_count=40 5357 3187 2214 1639 9181 1759 442 753 51 2949 1213 51634 20 114
internal_value=0 0.0759515 -0.0674113 0.0232064 0.0954594 0.0493201 -0.0181693 0.0707552 -0.0786224 0.111076 -0.0394623 -0.0798183 -0.075766 0.120425
internal_weight=0 11170.1 13011.6 1432.55 9252.37 2339.68 1917.69 967.658 11579.1 6912.69 1662.41 11509.9 464.888 69.1533
internal_count=80553 24088 56465 4626 17076 4946 7012 2392 51839 12130 6570 51685 2234 154
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=15
num_cat=0
split_feature=13 9 71 14 13 0 9 95 14 55 37 14 64 0
split_gain=2885.43 2284.49 2054.31 596.654 228.187 221.553 190.201 201.861 149.439 109.249 104.738 64.411 75.8455 18.5598
threshold=0.39012801942536884 2.9789728941646501 24.381160590839311 0.15942756494518731 0.32974304497674645 3.3070179027931697 2.8400028028513185 0.0090766940026918274 0.25343140786081358 0.014425548315699614 47.289129839781964 0.50426906085723067 0.029779110876398032 2.565028948811706
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 11 9 13 -8 -4 -2 -7 12 -1 -6
right_child=1 2 8 -5 6 10 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.061942001306671081 0.14010169994428665 0.079988740918778861 -0.010223901052728582 0.028230576718345932 -0.083614986063274818 0.00066041796282002851 -0.048543367035594941 0.0026257710669634845 -0.055326816254149425 -0.072029821293217056 -0.053710443904950091 -0.083259085239522176 -0.028274091436031507 -0.054164599740080858
leaf_weight=2766.153589874506 24.593027636408806 7640.0669292509556 2026.461017280817 3143.6712056845427 442.91102294623852 1005.5531861335039 1231.1164435446262 2062.7002863138914 1152.3406747281551 1893.6003254801035 547.0541612803936 931.56687031686306 882.60445100069046 414.01896373927593
leaf_count=8851 79 22455 5342 9340 1950 3631 3489 6180 2897 7423 1771 2812 2637 1696
internal_value=0 0.0260263 0.0440746 0.0649002 -0.0444004 -0.0465796 -0.0274181 -0.0164995 -0.0265741 -0.0693101 -0.0184969 -0.0597899 -0.053798 -0.0693863
internal_weight=0 17433.3 13962.5 10783.7 8731.07 3470.8 4150.75 3293.82 3178.8 1918.19 1552.61 4580.32 3648.76 856.93
internal_count=80553 52938 40034 31795 27615 12904 13315 9669 8239 7502 5402 14300 11488 3646
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=15
num_cat=0
split_feature=95 65 22 9 73 73 95 73 35 95 105 41 79 49
split_gain=10306.1 2182.96 1191.17 707.357 604.605 410.223 332.321 163.906 161.13 141.837 341.084 118.966 58.151 57.2635
threshold=0.014631916142166693 0.21534755906926867 272.63196695186735 3.3063412532796543 1.0255830098197312 1.2110178073352065 0.009276111241118044 2.4603387330669313 123.62858077966204 0.024214810734975122 6.6932953975284528 1.3016687716762017 1.0150027665360277 0.26650393748158396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 8 11 -5 -6 -4 10 -2 -3 -11 -7
right_child=2 5 4 6 7 13 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.084378898030763483 0.15239695318177096 0.10390131442498181 -0.028873889904704037 0.10251283228025182 -0.017376367627973104 -0.012999511141115137 0.060803393132606513 -0.069432467544957382 0.064341077059216711 -0.064261329511732551 -0.060336383748103378 -0.076534506207512801 -0.085833766807120127 -0.076969010270654142
leaf_weight=235.34560310840607 78.665971532464027 206.91358715295792 227.46083189547062 6980.0219075530767 1496.0510172843933 161.56704550981522 2630.010749399662 1015.3669859170914 1003.8328054845333 1531.9872045665979 1798.0941324234009 44.377855464816093 6778.1848049983382 1045.2515630275011
leaf_count=698 254 352 924 11745 5058 447 5535 3632 2331 7653 6762 118 32031 3013
internal_value=0 0.0699914 -0.0585243 0.0869034 -0.0102801 -0.0442011 0.0910981 -0.0384227 0.0471212 -0.0762493 -0.0514195 0.0720365 -0.0818569 -0.0684049
internal_weight=0 11303.5 13929.6 9845.38 3742.71 1458.11 9610.03 2511.42 1231.29 10186.9 1876.76 251.291 8310.17 1206.82
internal_count=80553 21908 58645 17978 11945 3930 17280 8690 3255 46700 7016 470 39684 3460
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=15
num_cat=0
split_feature=70 96 49 93 13 3 103 93 51 96 13 65 51 49
split_gain=4577.84 2126.05 2376.08 692.592 659.654 615.527 375.227 369.664 280.491 221.247 212.559 129.207 93.9508 344.724
threshold=16.675640603406773 3.0696630536575484 0.33763770098235407 0.31136115728656949 0.61538924475898815 192.97058618583449 0.055083503225476706 0.27082732816544453 0.00060308536448397648 2.6162449482773775 0.32657546942665805 0.02749792344801049 0.00044517236554220878 0.23034186428059664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 7 -4 11 -3 -9 -5 -2 -7 -14
right_child=5 3 6 10 -6 12 -8 9 -10 -11 -12 -13 13 -15
leaf_value=0.10339296150288763 -0.071404397807456568 -0.065685805259433919 0.13588721203232443 0.081436748370093945 0.0056495710557203588 -0.08067074595661787 -0.061057496039610394 0.029046976436372485 0.13064774790175729 -0.058729138590814502 -0.054579406915176522 0.13901699676758975 0.0058776831016808034 -0.07467921709396412
leaf_weight=6017.2051410228014 33.600228779017925 92.825255557894707 104.00466531515121 120.26388369500637 779.96459057927132 3677.7095039486885 1384.9263314083219 499.87190821766853 336.73551589995623 674.82840463519096 2573.3337059095502 221.89826993644238 679.9873434305191 2427.8984399065375
leaf_count=18951 147 417 308 448 2545 17508 5181 1735 1178 3499 13802 739 3271 10824
internal_value=0 0.0406122 0.0671143 -0.0297009 0.0921771 -0.0572877 -0.0473005 0.00233262 0.0882214 -0.0213776 -0.0485066 0.111345 -0.0698539 -0.0570538
internal_weight=0 11409.3 8286.1 3123.16 6797.17 8215.79 1488.93 1430.2 429.561 1174.7 2693.6 255.498 6785.6 3107.89
internal_count=80553 42830 26985 15845 21496 37723 5489 6120 1595 5234 14250 886 31603 14095
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=15
num_cat=0
split_feature=63 49 51 111 19 109 6 9 73 6 63 72 77 13
split_gain=11135.3 1435.47 1041.24 1245.8 376.432 451.712 241.29 397.34 228.866 135.096 115.773 57.4472 54.4578 34.8472
threshold=0.034944144984422186 0.29521960024092525 0.0020599115077664198 16.932212739035574 0.057770186087225305 1.4930270434362778 7.2270382392641936 2.9259549477208338 3.6044934848199959 8.1465894475509426 0.018939151960336863 -0.75172238585362161 1885.8333333333335 0.29196780047545062
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 12 -6 7 -4 -2 11 -11 -1 -3 -5
right_child=2 4 6 13 5 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.10959590247694546 -0.05127503315441953 -0.084234714493894192 0.10463874801179465 0.13124969790365132 0.10328524202107979 -0.0071346504226909779 0.12230630202023074 0.045995493516775572 0.057523662857710281 -0.059534991427822481 0.074465103784818382 -0.076991736424164264 0.16116720195008438 0.089682810429683124
leaf_weight=16.525378063321114 1268.0202425867319 315.15355205535889 3314.7552537173033 548.09936232864857 662.94665695726871 839.79222509264946 2467.1070211529732 1773.5803902298212 228.12996797263622 157.51923874020576 109.15492115914822 11059.710989773273 9.3099649250507337 319.10600401461124
leaf_count=42 3735 1624 5837 854 1318 2864 3984 4084 585 581 276 54181 18 570
internal_value=0 -0.0617694 0.0785209 0.0205899 0.0204874 0.0415781 0.0966418 0.0841982 -0.0346856 -0.07502 -0.00468615 -0.0767134 -0.0771933 0.115954
internal_weight=0 13170.1 9918.8 2363.36 1827.2 1502.74 7555.44 5088.34 1496.15 11342.9 266.674 11076.2 324.464 867.205
internal_count=80553 60904 19649 5744 5824 4182 13905 9921 4320 55080 857 54223 1642 1424
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=15
num_cat=0
split_feature=97 70 33 73 110 7 97 97 51 81 43 55 43 110
split_gain=3336.78 3123.98 609.793 525.764 512.568 411.901 367.371 249.796 156.606 137.193 150.163 66.0837 29.3865 13.0616
threshold=2.5105261840407036 20.816995481085179 23.690723871252473 0.92787669533498984 4.3150904375662149 6.4592927706894345 3.448451111703374 1.7025270016981582 0.00015140562466944583 0.56292469138808132 0.087162889872103758 0.014425548315699614 0.089589307980338553 14.747372319331438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 4 -2 -3 -5 11 -4 10 -9 12 -1 -11
right_child=1 2 8 6 -6 -7 -8 9 -10 13 -12 -13 -14 -15
leaf_value=-0.089882805797894649 0.060792049156914656 0.024013237510654997 -0.067766825892495261 0.042498927120336011 -0.024184339025452084 -0.073271394536160106 0.090150956525754264 -0.05032109239318 -0.029432845484354909 -0.059272191666818963 -0.0070787781637688578 -0.07529967792021719 0.15079108249387199 -0.085930393025969332
leaf_weight=6.9555411785841015 1703.6477720290422 2850.0482899695635 2042.9075168520212 2346.9154979884624 1216.8237638771534 513.65198104083538 5208.1182187199593 1554.6305489987135 2227.9615530371666 308.60100480914116 1661.1136743277311 3331.7721428275108 18.747591942548752 454.46258182823658
leaf_count=39 4923 7448 6422 7129 3517 1289 15038 6342 6219 1010 5433 14205 57 1482
internal_value=0 0.0259626 -0.0226881 0.0614193 0.0253864 0.00915744 0.0753482 -0.05398 -0.0477693 -0.0370294 -0.027984 -0.0740674 0.0856622 -0.0751492
internal_weight=0 18110.1 7634.57 10475.5 2920.47 3363.7 7555.03 7336.28 4270.87 3978.81 3215.74 3357.48 25.7031 763.064
internal_count=80553 51985 21378 30607 8440 8737 22167 28568 12641 14267 11775 14301 96 2492
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=15
num_cat=0
split_feature=51 95 73 95 97 62 73 78 42 45 85 97 44 73
split_gain=9489.6 1047.81 1122.7 885.444 420.214 300.379 280.302 268.883 161.311 139.196 127.114 125.694 142.785 44.2487
threshold=0.0004910171975049917 0.020652573729946454 1.3665621297026138 0.010925664383474304 2.8709608805000184 0.17616327748078855 0.62579442312624545 1.0181175435854553 0.01996866246951667 23.557464098031513 0.25787892419058672 3.1355614040840143 25.285978938429128 0.85502327456609273
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 -4 10 9 -2 -8 -5 -1 -3 -13 -7
right_child=1 11 4 6 -6 13 8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.092283674285097317 0.084053586171665265 -0.084850659199013842 -0.081972901676608589 -0.044893422757287638 0.0046837451751215791 0.11380478650874587 0.11988198426242924 -0.017223508373584218 0.0043751430475599123 0.090990603866022923 -0.10987561483544644 -0.073428518423131875 -0.028668182874980006 -0.052968804934174898
leaf_weight=7143.3428430855274 1030.1206794530153 5828.1280229613185 1714.2812071144581 83.939782723784447 830.77032119035721 17.5660799741745 127.21103739738464 351.62597279250622 2439.6045416891575 739.78145889937878 31.239393442869186 2562.9045753926039 987.19667025655508 168.65943996608257
leaf_count=12514 2256 28750 6000 323 2491 29 261 1053 6869 1411 56 14216 3878 446
internal_value=0 -0.0576561 -0.0142876 0.0686719 -0.0536859 0.0881489 0.0263878 0.0582807 0.0100996 0.0771436 0.0914034 -0.0758152 -0.0609818 -0.0372376
internal_weight=0 13305 3926.8 10751.3 2545.05 7360.81 3390.54 1381.75 2566.82 823.721 7174.58 9378.23 3550.1 186.226
internal_count=80553 58644 11800 21909 8491 13045 8864 3309 7130 1734 12570 46844 18094 475
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=15
num_cat=0
split_feature=97 69 59 97 33 38 93 102 97 78 2 9 12 33
split_gain=5235.06 3934 739.201 569.153 822.395 551.48 378.31 255.012 187.669 167.492 153.952 112.263 80.5253 80.2985
threshold=3.0609287044499092 0.28591577137955032 0.0024224494889358108 2.5693279368801294 9.8136338534289429 4.2600214917272003 0.31603435280610676 0.95861508606015 1.8006861679303279 1.0220516263169532 145.84685610487341 3.4369833877181102 0.24761614645253985 6.5357511439314298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 -5 6 10 -1 -3 -4 -2 -7 -8 -13
right_child=5 2 9 4 -6 11 12 -9 -10 -11 -12 13 -14 -15
leaf_value=0.1131273816334691 0.13969935758747296 0.10553379871529066 -0.06659660897456933 0.10944534783836918 -0.024773947959378664 -0.0084433668182810999 0.067983354924506981 0.041857529938518344 -0.012823644340733686 0.017906153098128163 -0.017896017718106425 -0.016804065789314666 -0.045112733417874751 -0.074671947731640584
leaf_weight=4719.3261611536145 237.75469861924648 376.85773205757141 2756.2408568635583 892.50044569373131 934.5064412355423 284.02376826107502 70.315348565578461 561.81996150314808 207.85907973349094 256.37629453092813 83.846656776964664 248.73568148165941 601.51760578900576 6667.9020434319973
leaf_count=14551 811 1160 11808 2914 3646 1252 299 1865 697 1120 396 1271 3023 35740
internal_value=0 0.0457775 -0.0394347 0.0889021 0.0407927 -0.0604246 0.00941967 0.105546 0.0634593 -0.0594054 0.0986117 -0.0700607 -0.0332759 -0.0725909
internal_weight=0 10705.5 3597.33 7108.15 1827.01 8194.1 993.434 5281.15 584.717 3012.62 321.601 7200.66 671.833 6916.64
internal_count=80553 37761 14785 22976 6560 42792 4529 16416 1857 12928 1207 38263 3322 37011
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=15
num_cat=0
split_feature=64 40 52 53 19 73 16 19 21 6 73 69 73 95
split_gain=8545.6 1269.84 1323.46 1075.25 481.452 307.274 295.259 254.022 229.851 197.408 166.997 91.574 74.6141 47.0885
threshold=0.050359484822230863 0.53768852182632354 0.047909578155037442 0.029533538162776936 0.057770186087225305 5.0409489433265353 0.76855785723726266 0.15896493336266632 4.2004394622937413 0.86609769302557738 2.9331522457890342 0.28591577137955032 -0.37421838319464462 0.27295760390903528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 13 -2 10 -6 -1 -4 -3 -8 -10 -5
right_child=1 6 9 4 7 -7 11 -9 12 -11 -12 -13 -14 -15
leaf_value=0.10549717198834506 -0.0398014738292502 0.0085168513777791489 0.11210531753642124 -0.076304538553550794 0.082649528283112117 0.040891215432330347 0.078369634216865491 -0.050746426240851322 0.092176274260171873 0.049382175437727265 0.089909544978838046 0.11054450743510441 -0.076096043897440832 0.15005458164872043
leaf_weight=70.557213306427002 2126.5685070753098 578.13156320154667 1143.5293254554272 397.75466299057007 791.28564946353436 606.4953104481101 1155.7690899819136 174.17570190131664 26.422240436077118 894.10028228163719 446.96860966086388 3770.0038164108992 9760.9050366654992 9.4074320793151838
leaf_count=154 7525 1425 1893 2217 1674 1903 2269 718 83 1817 915 6341 51602 17
internal_value=0 0.0620198 0.0235832 -0.0627991 0.0201233 -0.0218949 0.0928336 0.058584 -0.0743453 0.0845828 0.044006 0.102995 -0.0756418 -0.0710745
internal_weight=0 10721.6 4770.69 11230.5 1372.62 2733.06 5950.87 965.461 9857.88 2037.63 1025.1 4925.77 9787.33 407.162
internal_count=80553 24088 13138 56465 4626 9428 10950 2392 51839 3710 2340 8610 51685 2234
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=15
num_cat=0
split_feature=97 71 39 37 51 97 61 97 74 39 89 51 103 97
split_gain=2745.76 2614.2 549.027 530.439 473.489 428.994 311.334 299.288 171.154 152.26 80.6722 40.3089 35.7797 15.9399
threshold=2.6248418687962913 21.770813220763106 4.8788208973580378 64.762150022837787 0.00015140562466944583 4.267832408242449 0.030679320585756936 1.7025270016981582 3.1537193138678004 6.0597601029043986 0.22471829504992472 0.00060308536448397648 2.2426188171536068 1.3132996435664339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 10 -2 -6 11 9 -9 -3 -1 -10 -13
right_child=1 4 3 -5 6 -7 -8 8 12 -11 -12 13 -14 -15
leaf_value=0.13291544538914943 -0.046796290285912638 0.2858417323018691 0.082538312711817163 0.029671322128120937 0.021278344846827228 0.086817474480343881 -0.028975901310962907 -0.064130044918471074 -0.044450437321060424 -0.0084299317329727154 -0.061473303106351768 -0.079051431360645769 -0.079649381452880641 -0.064606210176968271
leaf_weight=9.6267974972724897 808.16509622335434 6.7085800021886817 6193.2159159034491 2736.427620947361 2430.6628441810608 341.9808025509119 2501.4182924330235 603.53825065493584 531.78000770509243 2626.4442999958992 2148.9124759510159 1571.9565479308367 631.99851407110691 1486.0697393640876
leaf_count=34 2776 34 18468 7246 6730 986 6688 2470 1803 9753 7155 7633 2143 6634
internal_value=0 0.0252395 0.0579617 0.0663376 -0.0212965 -0.00706799 -0.00420925 -0.0474196 -0.0306848 -0.0188378 -0.0603924 -0.0713885 -0.0635655 -0.0720317
internal_weight=0 17167.5 10079.8 8929.64 7087.7 1150.15 4932.08 7461.41 4393.76 3229.98 2155.62 3067.65 1163.78 3058.03
internal_count=80553 50083 29476 25714 20607 3762 13418 30470 16169 12223 7189 14301 3946 14267
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=15
num_cat=0
split_feature=85 39 73 60 77 44 69 77 19 53 89 77 64 21
split_gain=5465.71 3234.51 968.929 508.231 500.461 277.476 282.237 221.072 168.986 146.203 136.29 65.7927 51.8913 28.4018
threshold=0.13314828953497435 10.551231979082472 1.3364284097836669 0.013555226809125966 292.16666666666669 24.121412253851393 0.053486299880574809 1700.1666666666667 0.11423913220311717 0.0031468092994492995 1.6644159591820644 427.83333333333343 0.0042566207086500258 28.233758595504597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -4 8 12 -7 -3 -2 13 -10 -11 -1 -6
right_child=4 2 3 -5 9 6 -8 -9 10 11 -12 -13 -14 -15
leaf_value=0.022600849922878908 -0.083609932363367834 0.086220454922785017 0.04284282839172826 -0.045063605634283715 -0.089627243022296479 0.1395630699072212 -0.025891692322184863 -0.047828942223431932 0.055036831513694512 -0.057956080691373237 -0.087733438580315404 -0.080456266808884749 -0.073537145777648888 0.15242901353615698
leaf_weight=57.969815999269485 147.08172699809074 7264.3099037706852 2415.8155453503132 903.71820800751448 5.659846380352973 108.72529536485672 1992.4069161489606 125.14722976088524 508.92666400969028 1678.1702300161123 76.976787567138672 5760.7764060944319 1782.7340910434723 33.771638199687004
leaf_count=296 592 13661 5658 2751 32 211 6965 333 1382 9360 281 28874 10103 54
internal_value=0 0.0352828 0.0637896 0.018911 -0.0666334 -0.042163 -0.0173301 0.0839502 0.0122223 -0.0743624 0.0362795 -0.0753804 -0.0705094 0.117685
internal_weight=0 14650.8 10709 3319.53 8211.36 3941.84 2101.13 7389.46 732.985 7478.38 585.903 7438.95 1840.7 39.4315
internal_count=80553 39978 22403 8409 40575 17575 7176 13994 2255 38320 1663 38234 10399 86
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=15
num_cat=0
split_feature=97 55 61 97 33 38 13 97 97 61 9 55 33 62
split_gain=4393.09 3458.89 673.667 479.906 770.322 440.028 394.948 230.389 214.791 232.218 99.7906 91.2216 75.9921 45.4159
threshold=3.1355614040840143 0.18383351582546725 0.025820236534357634 2.5693279368801294 10.007372831985563 3.6415400725131861 0.63119592734954055 1.8930742539852934 5.0674109248000567 0.026886880447424377 3.5289842175339876 0.32870189364550301 5.5849668078220471 0.038761862681973215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 -5 8 -1 -3 9 -2 13 -4 -12 -7
right_child=5 2 11 4 -6 10 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.10628162003268743 0.099509626052006667 0.087889680517989829 -0.037685899808508755 0.10011992244980446 -0.025086394151668807 0.018491770544662847 0.010973089859728341 -0.020360890154397737 -0.075116563611689308 -0.055257118367878624 0.0074808831435673297 -0.074784820380546943 -0.071797486013709444 -0.059823737600992882
leaf_weight=4637.5960931703448 331.85306929051876 466.48886986076832 1044.3433550596237 1010.4035771042109 956.59779670834541 188.8036046102643 479.76676787436008 339.838205114007 176.55089343339205 136.96006752550602 123.29156357795 1814.1004948019981 6256.9450853690505 121.82846378535032
leaf_count=14570 1281 1439 4554 3252 3857 857 1385 1161 1013 624 611 8811 36550 588
internal_value=0 0.0404103 -0.0384592 0.0812098 0.0392292 -0.0599647 0.0973462 0.0422659 0.0188927 0.0542957 -0.0675708 -0.0612306 -0.0702655 -0.0122232
internal_weight=0 10749.1 3664.77 7084.36 1967 7336.23 5117.36 806.327 645.364 468.813 6690.87 2858.44 6380.24 310.632
internal_count=80553 39029 15965 23064 7109 41524 15955 2600 2918 1905 38606 13365 37161 1445
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=15
num_cat=0
split_feature=63 51 110 49 39 7 79 73 18 109 89 63 89 49
split_gain=7829.93 971.845 996.596 865.892 258.271 217.569 375.801 210.189 125.039 106.171 79.4223 68.4259 48.3233 40.2077
threshold=0.028288720253795734 0.0020287929165499889 24.67463742787718 0.29222186751639795 22.540895385925939 4.8343199447906962 1.01580875579029 2.6084352916799864 0.06891037326689127 1.5167709662383231 2.0821571830383641 0.018939151960336863 1.048433909424098 0.23229369050005519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 10 8 6 -3 -2 -5 -6 -1 -12 -7 -4
right_child=1 5 13 4 9 12 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.074719985591050433 -0.054576901627700861 -0.039252116113336913 0.053638207079169865 -0.074743104727112292 0.11432106272992704 0.18599784978842546 0.07400681587913259 0.021505240820765079 0.003846410571231695 0.01265081387723695 -0.052559188232212076 0.043131500258164368 0.099624793870960862 0.11390673023355187
leaf_weight=8863.2100145965815 1275.1397759765387 313.98475733399391 134.13581931591034 276.35981436818838 264.66458415985107 66.349741548299789 4375.7895554974675 507.68770761042833 756.99030078202486 167.84986731410027 314.88925866782665 97.979626670479774 2727.3175391703844 633.42977863550186
leaf_count=51539 4353 988 267 1614 506 108 9023 1471 2535 516 1378 280 4902 1073
internal_value=0 0.0614157 0.00810522 -0.0614365 0.00998447 0.0795841 0.066424 -0.0329113 -0.0171716 0.074865 -0.0727229 -0.0298504 0.101676 0.103375
internal_weight=0 10033.8 2550.39 10741.9 1465.86 7483.44 4689.77 1782.83 1033.35 432.514 9276.08 412.869 2793.67 767.566
internal_count=80553 22185 7164 58368 5171 15021 10011 5824 4149 1022 53197 1658 5010 1340
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=15
num_cat=0
split_feature=96 71 93 103 24 1 73 21 93 71 71 55 33 96
split_gain=1948.57 1908.86 714.171 530.133 396.053 269.488 243.8 228.576 189.955 209.559 132.545 100.59 72.3144 42.5769
threshold=2.4536815490309416 21.770813220763106 0.36765802581258938 1.1643978079752084 124.15588716897774 4.4263120173251265 0.48877631821601603 23.432157847256835 0.36765802581258938 22.821493203866421 33.3366057900462 0.014425548315699614 9.2389069402950224 1.4455720420002993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 11 -3 -4 12 -10 -6 -1 -7 -13
right_child=1 4 7 -5 10 8 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.096984734863812191 -0.026582446437587361 -0.044768508476271091 0.081070180987546231 0.066174266316448113 -0.018192978324231349 -0.074842549442113757 0.017778757983098997 0.042549447358242308 0.01248472552605444 -0.046956921686449687 -0.062410116290444788 -0.071967522360539424 -0.032692364680176965 -0.048209487965871781
leaf_weight=40.184589296579361 1680.3926372379065 804.42498610913754 4677.8012576848269 972.90258640050888 1076.8385488092899 634.62604410201311 2765.9977188557386 2296.7700389623642 1918.9100432023406 858.41161397099495 1830.0103884637356 1843.3758424296975 1134.9534025043249 1276.7760208845139
leaf_count=150 5245 2395 14845 2878 3251 2485 7584 6455 6627 2554 6477 9681 3980 5946
internal_value=0 0.0233484 0.0515866 0.00742932 -0.018625 -0.0377919 0.00368671 0.0683851 -0.0222025 -0.00588744 -0.0460299 -0.060221 -0.0478087 -0.0622457
internal_weight=0 16105.1 9627.87 2653.3 6477.27 7707.24 3570.42 6974.57 4546.9 2777.32 2906.85 3160.34 1769.58 3120.15
internal_count=80553 49130 29423 8123 19707 31423 9979 21300 15646 9181 9728 15777 6465 15627
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=15
num_cat=0
split_feature=34 73 47 95 95 22 76 73 45 47 9 79 6 35
split_gain=6113.81 1537.01 571.484 475.367 331.115 298.911 234.832 149.675 174.75 97.4912 65.5069 53.8758 524.217 46.3759
threshold=139.45738110096468 1.6821571549339311 0.030832945838228577 0.011991554286997023 0.0077819467454688729 161.89641699676218 956.50000000000011 1.5246024613163132 23.878718637703432 0.13326176008985738 4.1615384502595054 1.0155115247505142 0.32397319540854913 142.88766081140946
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 9 -3 11 -5 8 -7 -2 -4 12 -1 -9
right_child=1 2 10 6 -6 7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=0.39672064485987391 0.081095448349883151 0.06994288865396972 -0.082484012244891838 0.038483965716726923 -0.008989233722038496 -0.045879061856028865 -0.072820237812717972 -0.074380473691515903 0.031568853105480445 -0.087578160293628332 -0.039256079847553207 -0.080409073177612311 -0.066510680719779655 -0.036088546401812992
leaf_weight=24.874779492616653 6346.0884704589844 832.60038846731186 718.98071982711554 2462.285765722394 1469.4008890613914 609.3012744858861 205.36374707520008 748.86209937185049 558.2809926122427 34.452655002474785 684.11121015250683 5145.0033376887441 1364.8649825751781 547.54070626944304
leaf_count=63 12083 1636 2895 6453 4559 3462 692 4356 1713 90 2338 29641 8547 2025
internal_value=0 0.043149 -0.0111021 0.0653639 0.0195594 -0.0644986 0.0299154 -0.0348178 -0.00884724 0.0801847 -0.0614072 -0.07569 -0.0582194 -0.0582077
internal_weight=0 12753.3 3705.09 9048.19 2302 8998.73 2667.65 2463.99 1167.58 6380.54 1403.09 6534.74 1389.74 1296.4
internal_count=80553 30746 11428 19318 6195 49807 7145 11556 5175 12173 5233 38251 8610 6381
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=15
num_cat=0
split_feature=70 96 49 13 28 49 96 101 13 51 49 32 11 49
split_gain=2787.15 1196.28 1279.64 508.207 468.885 242.764 254.915 228.043 177.249 121.337 359.062 107.418 98.7823 13.3646
threshold=16.795817069531051 3.5097478639379731 0.33763770098235407 0.56947151094452841 49.813829392475732 0.24057503530416921 4.1556867830103021 0.04926283602295143 0.3993158870616485 0.00050267351192430745 0.23034186428059664 7.7024257405975129 4.2671192730612555 0.29521960024092525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -4 11 -6 -11 -3 -10 -7
right_child=4 8 7 -5 9 13 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.075820248896238784 0.072842513107001516 0.085331262819127549 0.10323151452492646 0.0051539283334228808 -0.076945068461680588 -0.026269588704326587 -0.054183510153818726 -0.054613660400635415 -0.056643690892999782 0.018270548972522723 -0.069053171329166677 -0.022768215771731524 0.069592933551776565 -0.076639717830687459
leaf_weight=6069.6843659728765 570.66864355653524 163.35862408578396 98.90805447101593 1222.6961864233017 2995.8444850817323 66.768188767135143 218.46087186038494 1226.7040679529309 1595.2250866666436 628.84656100720167 1874.4355510696769 210.21418363600969 64.494243457913399 249.56801234185696
leaf_count=20183 2129 646 307 4254 18706 289 1459 5550 10851 3136 10564 1099 257 1123
internal_value=0 0.0312643 0.0475427 0.0639718 -0.0514204 0.00800673 0.0376769 -0.0428363 -0.0377308 -0.0633668 -0.0471167 0.0245023 -0.0517383 -0.0660082
internal_weight=0 10651.3 8617.99 7292.38 6604.59 1105.47 789.13 1325.61 2033.29 5499.13 2503.28 373.573 1659.72 316.336
internal_count=80553 43147 30294 24437 37406 5000 3588 5857 12853 32406 13700 1745 11108 1412
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=15
num_cat=0
split_feature=61 57 64 51 21 77 6 9 105 17 6 103 61 95
split_gain=6250.18 992.241 778.961 620.323 340.425 250.67 241.67 434.686 175.673 136.063 100.549 68.2922 63.9208 38.9074
threshold=0.043683789045406672 0.020844430771920792 0.083385811700813259 0.0020287929165499889 45.901189482533447 2214.1111111111118 8.1465894475509426 2.9528261779069038 18.068153767089715 0.11554229069581386 7.8098461326137469 4.717315443419082 0.030679320585756936 0.13155153766276242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 11 5 -3 7 -4 -5 -6 13 -2 -12 -1
right_child=2 4 6 8 9 -7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.074658012080865421 -0.058352973295630564 -0.031640893674295775 0.088211018864650687 0.030341649885037448 0.097295006582240967 0.14582489245052238 0.098850357401693803 0.026117180431306203 0.11727086793166103 0.0076596229702199153 -0.041013704655952034 0.13151775150325914 0.077375604389005315 0.012743795519253021
leaf_weight=7772.70467415452 944.63148282468319 1640.2665790244937 2489.4913811087608 885.42576256394386 405.12786448001862 83.651787832379341 2488.4765869528055 2060.5517026335001 315.24292235076427 290.98121224343777 148.52811227738857 19.330923706293106 65.813546113669872 51.267962925136089
leaf_count=49316 3771 7576 4760 2396 889 173 4612 4443 590 932 577 33 161 324
internal_value=0 -0.0553334 0.0576604 0.00519922 0.000803601 -0.0230295 0.0737944 0.0600909 0.0531654 0.0598264 -0.0722341 -0.0545454 -0.0046623 -0.0740853
internal_weight=0 10458.3 9203.15 2164.63 2420.03 1723.92 7038.52 4550.04 1200.67 696.109 8038.31 963.962 214.342 7823.97
internal_count=80553 59948 20605 6790 9570 7749 13815 9203 2986 1821 50378 3804 738 49640
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=15
num_cat=0
split_feature=96 95 13 102 9 93 3 13 51 79 39 55 96 65
split_gain=1608.11 1626.64 581.235 431.273 326.912 299.175 221.747 159.936 149.278 140.891 79.5022 78.3469 53.3713 40.2734
threshold=2.4536815490309416 0.011358125222904877 0.44155190282000695 3.7775198721484089 3.0957137340355132 0.38241469668121186 220.66999958125348 0.32974304497674645 0.00012429272264921683 1.0167910406849026 7.6435265337967024 0.014425548315699614 1.7059004777969544 0.032050345160882017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 7 -4 11 10 -7 -3 -2 -10 -6 13 -13 -1
right_child=1 2 3 -5 5 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.096794687789690428 -0.06109949964369657 -0.033873903815466365 0.062815945858758826 -0.030806563700936013 -0.068560546475546755 0.045578773826701113 -0.02066018159673912 0.01876839306150806 -0.044597511793410913 0.0013658876152355844 -0.026622518362781102 -0.067943074591332919 -0.041396203926566476 0.10716344534419533
leaf_weight=12.514100030064581 1296.8076475933194 702.70983994007111 7288.9104993790388 527.64914452284575 758.91722277551889 992.76783911138773 1029.4780565798283 3229.5658347606659 1235.2241748347878 1449.4690800383687 1117.8211132213473 2252.3563534095883 1140.9502737522125 42.769034892320633
leaf_count=62 5193 2367 22144 1381 3217 3181 3176 9384 3983 4678 3977 12487 5199 124
internal_value=0 0.0220003 0.0407202 0.0564961 -0.0346648 -0.0148272 0.0118581 0.00936105 -0.0332393 -0.0197818 -0.0435815 -0.0570932 -0.0590171 0.0609947
internal_weight=0 15730.3 11748.8 7816.56 7347.57 3898.98 2022.25 3932.28 3981.5 2684.69 1876.74 3448.59 3393.31 55.2831
internal_count=80553 49130 35276 23525 31423 13551 6357 11751 13854 8661 7194 17872 17686 186
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=15
num_cat=0
split_feature=51 77 51 55 95 60 47 41 8 108 101 62 51 97
split_gain=5532.1 932.016 612.024 429.901 259.286 253.077 224.354 194.012 190.345 142.641 114.981 79.3105 69.3849 46.8662
threshold=0.0004910171975049917 333.61111111111114 0.00022241781325016413 0.10203803806529711 0.018891557418116812 0.016083125076989769 0.006711968587333951 0.063904482764857773 4.8061281479480895 6.5727564143881851 1.7297005780997847 0.18535130879032372 0.00014688631393685789 4.6474727170663774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 7 8 -5 10 -2 -3 -8 -4 12 -1 -6
right_child=1 4 6 5 13 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.083430111924562192 0.33644819893435352 -0.061683907593346313 -0.041860937591027249 0.069647201474198436 -0.079754789442964699 -0.03935860015559927 -0.010363175730112402 -0.040345310089206374 0.00089953250444488656 0.045326606862248778 0.05809934453562391 -0.036499713701497759 0.061061347629756561 -0.055250176267778318
leaf_weight=3574.1975395083427 13.805823490023611 1135.5395459160209 669.59569163620472 949.91768497228622 5487.278067946434 274.54397266358137 568.26542574167252 1343.5826548561454 849.58944968134165 2412.5438793003559 138.95137059688568 64.790619045495987 2265.7427295893431 909.90553997457027
leaf_count=7260 32 4642 2459 2404 34892 849 1743 7466 2530 5230 396 180 4641 5829
internal_value=0 -0.050291 0.0534023 0.00224301 -0.066472 0.0452063 0.0220371 -0.036513 -0.0348996 0.0347098 -0.0246824 0.0735309 0.0747516 -0.0762694
internal_weight=0 10964.2 9694.09 2581.85 8382.31 1224.46 3789.36 1357.39 1985.13 2980.81 808.547 5904.73 5839.94 6397.18
internal_count=80553 58644 21909 10751 47893 3253 9828 7498 7172 6973 2855 12081 11901 40721
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=15
num_cat=0
split_feature=71 96 49 51 2 103 48 98 39 95 71 96 38 3
split_gain=2769.22 1194.65 987.62 517.659 351.515 204.138 162.891 95.3593 65.1822 79.0405 55.974 51.3999 24.4212 21.0768
threshold=18.598112583720017 4.1882244670215441 0.33763770098235407 0.00069649315890626744 166.22006513635964 0.055083503225476706 0.18068013468702246 0.74915670083251407 5.9219215683733504 0.046464814946368109 21.461098510672105 3.0082061285131698 1.593993416355248 201.63757699181056
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 7 -2 9 -3 11 -6 -10 -12
right_child=4 8 5 -5 10 -7 -8 -9 12 -11 13 -13 -14 -15
leaf_value=-0.022246772616454708 0.047009687827123739 0.060736243211068457 0.095342742719310036 0.063694548497066669 -0.0059394287213109971 -0.055563997801838988 -0.048224899253278344 -0.030543457513150254 0.17865433808801295 -0.045164918159707218 0.018951642840589918 -0.064184341267117626 -0.067695780308824435 -0.074503564427036151
leaf_weight=775.16606841981411 481.57753632962704 94.475638337433338 97.837771072983742 7312.9468971416354 244.54205606132746 1069.9349688068032 629.04109694063663 236.36862196028233 4.0390702411532393 277.44932018220425 24.286022551357746 398.2674410417676 1080.4204821437597 3811.8134336993098
leaf_count=3509 1736 422 315 25631 1234 5145 3083 1180 17 1853 129 2827 8477 24995
internal_value=0 0.0297992 0.0430459 0.0554579 -0.0558651 -0.0429208 -0.0110737 0.021477 -0.0543889 -0.0182641 -0.0693357 -0.0420264 -0.0667782 -0.0739119
internal_weight=0 10712.3 9255.89 8088.11 5825.9 1167.77 1346.99 717.946 1456.38 371.925 4478.91 642.809 1084.46 3836.1
internal_count=80553 45369 34600 29140 35184 5460 5999 2916 10769 2275 29185 4061 8494 25124
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=15
num_cat=0
split_feature=63 73 53 76 6 33 69 6 78 106 63 6 78 19
split_gain=5477.99 744.868 636.023 533.014 494.967 276.095 217.713 202.873 171.814 109.866 107.945 61.4931 52.911 45.9925
threshold=0.027669107626170034 2.1967957388404202 0.028176524243956499 730.50000000000011 8.9029897817989649 26.237159767321153 0.3632667133156951 6.6267649027127034 1.0223808958889418 1.3106667734691078 0.012186990104781732 8.9029897817989649 1.0223808958889418 0.90147008375854887
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 -2 10 7 -3 -5 -7 -4 -1 -8 -13
right_child=1 6 5 8 -6 9 12 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.072658085094060035 -0.042154927947948728 0.026044236241910174 -0.05821280634362256 0.07315582948274478 0.092829754372724657 0.086235486868957725 0.089929600628867887 0.08958697953762669 -0.026334880124031974 -0.0010667750221607355 -0.0027322322797657689 0.083144203384767787 0.030064961607598941 -0.042011409192134579
leaf_weight=7072.3140608370304 1647.4060545116663 1463.0210960060358 734.10439851135015 1272.9975793659687 325.28630164265633 344.34999430179596 3544.3570996373892 765.26804022490978 200.98265766352415 247.93897266685963 671.43736886233091 40.732378140091896 154.05775153636932 105.18509839475155
leaf_count=49125 5593 4033 4322 2731 629 822 7139 1447 588 836 2452 109 342 385
internal_value=0 0.0510616 -0.0575117 0.014096 -0.0198967 -0.00757727 0.072559 0.0478669 0.0595899 0.0496898 -0.0317093 -0.0713323 0.0874359 -0.00707464
internal_weight=0 9373.38 9216.06 3446.67 1972.69 1997.83 5926.7 2228.29 1473.98 592.289 1405.54 7218.23 3698.41 145.917
internal_count=80553 22502 58051 9541 6222 8432 12961 5480 3319 1658 6774 49619 7481 494
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=15
num_cat=0
split_feature=97 13 105 39 42 73 97 97 108 80 43 55 42 80
split_gain=1734.42 1287.99 790.02 347.565 224.881 209.38 162.371 114.687 109.784 77.4866 90.4513 46.2338 18.4164 16.2225
threshold=2.2554749333785566 0.39380727795260756 19.699225094926742 4.8788208973580378 0.076654867361850468 1.1145192003458073 3.5655134588176813 1.64563034782451 6.8957360081282273 0.82003233235598427 0.10499242390916889 0.014425548315699614 0.072790692160444204 0.49991158204856551
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 8 -7 11 -2 10 -9 12 -1 -13
right_child=1 2 4 -5 -6 6 -8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.085746872929180235 0.0017725635856343991 -0.0043366610057149237 0.022643258341709133 0.062946193736400077 -0.024260703270600106 -0.025046504096441907 0.024898474997529469 -0.046778754777665701 -0.047641157002797516 -0.073540132745720979 -0.004677360489092737 -0.060208156146963579 0.13021868829505187 -0.077567952235490345
leaf_weight=5.1797016859054592 549.24705532193184 861.46725018322468 2290.0440905168653 7058.42455111444 1846.3373315855861 1298.1967470645905 1305.489792264998 1070.2963572368026 2478.695582844317 427.00076705217361 975.29863576591015 1283.664426766336 16.612103998661041 927.076023042202
leaf_count=37 1763 2868 6718 22011 5095 4639 4095 5165 9234 1947 3668 8144 52 5117
internal_value=0 0.0186851 0.037128 0.0556277 0.00170696 -0.0207977 -4.06546e-06 -0.0496288 -0.0386779 -0.0347937 -0.0267057 -0.0660592 0.0788858 -0.067488
internal_weight=0 17687.9 12056.3 7919.89 4136.38 5631.63 2603.69 4705.13 3027.94 2472.6 2045.59 2232.53 21.7918 2210.74
internal_count=80553 56423 36692 24879 11813 19731 8734 24130 10997 10780 8833 13350 89 13261
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=15
num_cat=0
split_feature=34 83 71 62 77 77 62 71 1 34 83 105 15 105
split_gain=4372.74 844.673 844.545 425.767 346.555 332.149 167.935 137.932 101.141 68.3011 62.3647 60.2917 39.4301 27.3506
threshold=133.13824157446211 0.81572968742263507 21.770813220763106 0.01080979348486859 300.94444444444451 1700.1666666666667 0.074898905871982405 15.122179893850301 14.502313370894337 86.080508153225864 0.089988702146336794 7.1615395891753204 0.48165972335603019 6.6932953975284528
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 -4 -3 10 -9 13 -1 -11 -8 -6
right_child=1 6 5 -5 9 -7 12 8 -10 11 -12 -13 -14 -15
leaf_value=0.16435243929025956 0.055893493715356249 0.074959812842215173 0.065336798586960163 -0.021289610637863915 -0.055171779497827048 -0.067850112883277677 -0.036541457230883249 0.044530130682385732 -0.025865016513737644 0.042733654559260689 -0.070363117927628754 -0.055251621568784673 -0.080296449472094703 -0.078474763174925355
leaf_weight=11.69556115567684 1024.1878625005484 94.277460187673569 7460.5711003467441 2365.2141302004457 567.17189994454384 192.06528867781162 314.09747510403395 430.14753295481205 388.38229944556952 66.093712322413921 352.73911483585835 1258.7960029095411 598.19407489895821 4498.3771333396435
leaf_count=28 2645 184 16062 8560 4454 560 1166 1439 1484 396 2364 7039 2520 31652
internal_value=0 0.0355946 0.0435888 0.00203309 -0.0613747 0.0619941 -0.0521012 -0.011656 0.0111285 -0.0705784 -0.0628305 -0.0503635 -0.0652318 -0.0758656
internal_weight=0 12048.6 11042 3389.4 7573.4 7652.64 1006.57 1182.96 818.53 6390.44 364.435 1324.89 912.292 5065.55
internal_count=80553 31697 27827 11205 48856 16622 3870 5315 2923 43541 2392 7435 3686 36106
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=15
num_cat=0
split_feature=97 55 39 63 13 95 37 97 63 93 38 69 8 103
split_gain=2967.29 1983.67 439.335 436.194 357.513 346.878 293.098 175.444 160.363 126.492 86.4008 84.5011 69.5256 40.0403
threshold=3.1355614040840143 0.18666555539692017 5.7205474491943784 0.023826868118615372 0.56402984674885748 0.0090766940026918274 36.784579600036444 1.9647160756380124 0.023366087664744808 0.27350085079659692 3.6415400725131861 0.4660501105252764 3.3987629247764146 1.3083888998511681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 7 5 -1 9 -3 -6 -2 -4 -5 -12 -8
right_child=2 3 10 11 8 -7 13 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.042026359660680267 0.090919785609391512 0.063348691121960121 -0.00024067367559028603 -0.034449744441273855 0.03815097214897073 0.079268032547092249 0.15051624098659233 -0.027178665639830703 -0.044578139449984781 -0.035913849416982599 -0.035859051461852948 -0.074872546662839476 -0.072475770832418185 0.03605800018618726
leaf_weight=246.49583552032709 91.048950292170048 513.08442340791225 193.90832363069057 883.87641441822052 702.98792019486427 5420.2967162206769 139.83916603773832 367.36002496629953 351.44793075323105 576.51930319517851 586.13282864540815 1246.3743695802987 4496.8787859864533 39.111823178827763
leaf_count=1356 321 1709 1056 4627 2313 18492 470 1396 1055 3262 3250 8081 32975 190
internal_value=0 0.0338268 -0.055026 -0.03363 0.0640433 0.0739919 0.0118503 0.0255767 0.010577 -0.0186151 -0.0657542 -0.0581005 -0.0682534 0.1255
internal_weight=0 9731.92 6123.44 3010.7 6721.23 5666.79 846.519 880.444 1054.44 667.568 5276.92 2130.25 5083.01 178.951
internal_count=80553 39029 41524 15813 23216 19848 4243 3105 3368 3583 37281 12708 36225 660
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=15
num_cat=0
split_feature=62 15 46 57 13 16 16 73 39 72 30 99 49 79
split_gain=4179.37 1028.18 785.02 429.652 425.822 325.007 149.696 134.624 96.4137 60.1685 56.8638 55.3991 54.3598 38.7737
threshold=0.043471679006958273 0.7377778737194326 0.11242704595083215 0.023282863197180505 1.0777080726868318 0.07033868382050916 0.95640850649716158 1.1414319252445873 25.794559863855572 12.937678670475846 45.523555158628028 1.7951683629187851 0.13880211218940877 1.0233419648493893
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 -2 13 11 -4 -7 -1 -11 -3 -8 -5
right_child=1 6 7 5 -6 8 12 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.071378117363305335 -0.017234964305334603 0.054246442155480884 -0.0070894832264338341 -0.071310740323633007 0.11854671006377032 0.031234200726926911 0.017568789817196069 0.076635675877880755 0.13010557286054661 -0.011855267316654004 0.28468071207113499 -0.0054432770281774108 0.089375787905773163 0.12010634188770808
leaf_weight=6319.8125929534435 4291.263402454555 600.87473908811808 217.15757392346859 320.08036525547504 244.10299210250378 272.327123939991 109.15779165923595 1660.9224465787411 154.62834702432156 81.304979406297207 7.0254467427730551 209.77427713572979 3083.1491136997938 10.944007985293863
leaf_count=47766 15694 1387 479 2241 495 778 254 3454 251 607 31 540 6544 32
internal_value=0 0.0374078 0.0125867 -0.0618112 -0.00992691 0.00938443 0.0771755 0.0669548 0.067042 -0.0702325 0.01173 0.0388003 0.0869204 -0.0649823
internal_weight=0 10416.4 6413.45 7166.12 4535.37 757.98 4002.96 1878.08 426.955 6408.14 88.3304 810.649 3192.31 331.024
internal_count=80553 28847 20122 51706 16189 3302 8725 3933 1029 48404 638 1927 6798 2273
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=15
num_cat=0
split_feature=71 9 93 22 45 17 51 93 9 61 71 66 69 66
split_gain=936.468 1010.87 904.101 437.624 420.363 194.043 211.414 172.697 187.547 136.248 43.8095 31.6796 30.8602 31.1395
threshold=25.582399314228471 2.8677319621678938 0.46289604136368928 92.592884673322303 30.984117904880055 0.50622729904521557 0.00018454691628124302 0.61905376195073369 1.8617616943637911 0.026144270303551199 32.946040801436844 0.019656034880155309 0.32949882810697617 0.019464025314751061
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -4 6 10 11 -9 -8 -2 -1 13 -7
right_child=5 2 4 -5 -6 12 9 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.019132231318797131 -0.02733448923414324 -0.043594828324703641 0.074375514737687276 0.017256617924640491 0.0142181151064011 -0.06796421193142349 0.032154958309492263 -0.051040101557646669 0.023632358337044551 -0.01785611576221615 -0.059786195493235654 -0.066338852589180528 -0.07292110558373581 -0.011865702178220885
leaf_weight=159.38402835279703 691.99740471690893 1471.7737778201699 4222.4507493302226 5999.3475273028016 1602.3767099753022 197.34858877956867 815.75770426541567 638.90403927117586 710.26433449238539 1639.7539490684867 1043.0187032520771 1315.3807106018066 980.12271513789892 198.44851503521204
leaf_count=958 2746 5909 14273 19102 4239 684 2380 3860 2606 4942 4842 8372 4886 754
internal_value=0 0.0167533 0.0282941 0.00526919 0.0578266 -0.0308206 -0.0201222 -0.037584 -0.0117291 -0.00124169 -0.0468431 -0.061237 -0.0634041 -0.039837
internal_weight=0 16119.9 13295.9 7471.12 5824.83 5566.45 4190.53 2823.93 1349.17 2455.51 1735.02 1474.76 1375.92 395.797
internal_count=80553 59319 43523 25011 18512 21234 14910 15796 6466 7322 7588 9330 6324 1438
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=15
num_cat=0
split_feature=85 39 75 33 77 53 43 77 39 19 77 85 9 79
split_gain=2967.27 1706.35 442.618 373.378 183.864 171.937 141.069 113.547 63.8788 55.8909 39.2954 36.0384 32.8369 13.8257
threshold=0.14798920858056261 9.4666986210174979 13.174846386576034 23.141715994086614 302.83333333333343 0.0037887890235342343 0.022726920980180972 300.94444444444451 13.855657820177784 0.11943369445614073 430.61111111111114 0.044673359529473176 14.69461810930639 1.0192740372615572
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 8 -1 9 -2 -7 -9 -6 -4 -10
right_child=5 2 12 -5 11 7 -8 10 13 -11 -12 -13 -14 -15
leaf_value=0.11203115548955277 -0.087346820648598403 0.021914343008841534 -0.067335541795787032 0.061592603669582961 0.0019508329580717903 -0.085198844719876141 -0.020590814014294734 -0.054024718597713621 0.050653969381751013 0.0030195819607744933 -0.076263270986748649 -0.064672166910943477 0.05962233017640578 0.14799570753399224
leaf_weight=88.282835431396961 19.313754849135876 3847.2890113443136 381.17319292575121 6183.1194237545133 84.869065843522549 92.736460253596306 876.53742292523384 1003.5121906027198 20.962286487221718 318.35144780576229 3816.0303100273013 1874.3430763483047 21.522777050733566 48.008023113012314
leaf_count=216 133 10801 1530 14198 245 410 4258 7651 42 1172 26966 12797 54 80
internal_value=0 0.0233247 0.0422465 0.0463735 -0.0441891 -0.064994 -0.00845566 -0.0673298 0.0733973 -0.0168814 -0.0716328 -0.0617862 -0.0605501 0.11841
internal_weight=0 13357.1 10433.1 10030.4 2924.03 5318.91 964.82 5230.63 88.2841 411.088 4819.54 1959.21 402.696 68.9703
internal_count=80553 44099 26583 24999 17516 36454 4474 36199 255 1582 34617 13042 1584 122
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=15
num_cat=0
split_feature=97 55 51 13 63 38 13 93 97 9 69 55 38 64
split_gain=2528.25 1626.76 519.825 354.909 318.52 308.501 268.351 148.612 129.106 61.8709 58.767 58.4653 39.6569 31.5965
threshold=3.1707235696417713 0.20553410927124022 0.00051294714508292986 0.45881736350016383 0.025283824129132153 5.5849964510496655 0.36241840132369635 0.27350085079659692 1.7611783453759797 3.4979921110582439 0.4660501105252764 0.1432547561514432 6.6291715906251163 0.012840106405282012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 8 6 11 -8 -3 13 -6 -2 -1 -7
right_child=5 4 3 -5 10 9 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.060067275963237854 0.10194795874051443 0.060547743975410212 0.082171877722348782 0.035011783953103386 -0.036959378382760998 0.041073024751195772 0.04991872609089959 -0.048755639566514436 -0.022321619204238224 -0.069600135746221092 -0.073685459209600193 -0.058570621396440252 -0.068836536853997585 -0.045834406213898643
leaf_weight=25.662180915474892 210.24961085990071 365.09016661345959 3829.7395528517663 2735.6364518776536 713.3769459053874 73.979702182114124 182.19180674850941 940.72271816805005 387.58506485074759 4075.4925411678851 1119.3295027539134 25.435770697891712 341.06400515139103 96.274028636515141
leaf_count=88 824 1241 13458 9309 4042 372 839 6172 1513 31990 8064 166 1948 527
internal_value=0 0.0308012 0.0560494 0.0625214 -0.0368961 -0.0538609 -0.0123848 -0.0327458 0.0178747 -0.0671328 -0.0593899 0.0846244 -0.0598163 -0.00807085
internal_weight=0 9517.48 6932.1 6565.38 2585.38 5604.35 1358.6 1122.91 752.675 4245.75 1832.71 235.685 366.726 170.254
internal_count=80553 39663 24803 22767 14860 40890 8001 7011 2754 32889 12106 990 2036 899
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=15
num_cat=0
split_feature=63 49 110 77 47 40 39 77 105 110 40 17 49 99
split_gain=3863.38 611.173 523.19 697.5 222.047 204.212 142.586 150.042 78.1572 62.3036 55.8254 54.7872 51.72 32.742
threshold=0.027669107626170034 0.29222186751639795 21.283518929336704 470.0555555555556 0.28528908180814733 0.94650834040796672 22.540895385925939 599.6111111111112 45.188188815596483 1.6293859745408767 0.7624366141797434 0.11476383169831887 0.22658609764736812 0.82295387800128972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -2 7 -3 10 -10 -1 -8 -4 -14
right_child=2 6 12 4 -6 -7 11 -9 9 -11 -12 -13 13 -15
leaf_value=-0.069463159366787083 -0.045526677497465778 -0.070700191252993053 0.032487090931300353 0.033886515628792184 0.080789399892113159 0.03528210109514205 0.085676793546598795 0.015910190392583786 0.14343155394982013 -0.033420162046441826 0.010981530082254939 0.0076911265209269599 0.26979824590804213 0.088659234434791609
leaf_weight=6176.4871264733374 1295.1868966445327 298.42296135425568 172.24515252560377 3205.286130219698 1473.3154449760914 412.27048423141241 263.54594291746616 606.58679582923651 20.888432055711746 429.77519495040178 87.487386737018824 136.8681178316474 10.02812224626541 2031.2028568685055
leaf_count=50134 4996 1641 393 8088 3384 983 600 2435 46 2215 582 398 20 4638
internal_value=0 -0.0532739 0.0432129 0.0286913 0.0486565 -0.0260152 0.00933397 -0.0126492 -0.0654458 -0.025223 -0.0683396 0.05902 0.0851088 0.0895491
internal_weight=0 8020.06 8599.54 6386.06 4678.6 1707.46 1305.42 905.01 6714.64 450.664 6263.97 400.414 2213.48 2041.23
internal_count=80553 58051 22502 17451 11472 5979 5074 4076 52977 2261 50716 998 5051 4658
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=15
num_cat=0
split_feature=21 22 93 17 93 8 71 6 25 83 45 71 55 41
split_gain=762.881 663.044 377.202 314.726 149.219 223.849 118.203 107.924 123.876 119.463 48.1509 43.6541 14.2319 21.6609
threshold=44.187021439881896 61.880332937804717 0.21288105532118143 0.41073619745696099 0.57138869980097473 1.8584663283138509 18.464022038374274 0.68451006210513021 250.61493695985902 0.1166245806937737 8.1043529881908025 33.3366057900462 0.081286815456294445 0.18587470423065988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 10 -6 -3 12 9 -9 -1 -10 13 -2
right_child=7 2 3 -5 5 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.068970490841938112 0.18201994020339798 -0.088911737454368089 0.036578691281830278 -0.024448613582703924 -0.041255984102689415 0.037778259894565867 -0.01113198015639718 0.17899864958929126 -0.019933223793825228 -0.010991122269078826 -0.033104832503165926 -0.049632627001819862 -0.074140911440139998 -0.086718692882335913
leaf_weight=602.08915489912033 5.5090779662132245 281.32821349799633 10456.786135613918 919.34992143511772 725.07199586182833 708.57374087721109 639.59136515855789 33.473774120211601 734.12613406032324 2930.0604163855314 989.50698969513178 1518.8523173779249 476.68855910748243 6.5834823101758957
leaf_count=4048 20 1167 35342 3341 4478 2811 1905 149 2915 10422 4324 7533 2039 59
internal_value=0 0.0163459 0.0266637 0.0316468 -0.0255942 -0.00219362 -0.0348926 -0.0264914 -0.0222814 -0.00884515 -0.0466725 -0.0399552 -0.0714231 0.0357121
internal_weight=0 15322.3 12297.1 11376.1 3025.24 1433.65 920.92 5705.29 5216.51 2963.53 1591.6 2252.98 488.781 12.0926
internal_count=80553 57416 41755 38683 15661 7289 3072 23137 21019 10571 8372 10448 2118 79
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=15
num_cat=0
split_feature=51 51 95 95 77 28 43 101 77 43 51 85 97 1
split_gain=3295.19 670.965 414.534 331.994 315.856 342.664 170.203 129.013 103.929 98.9582 73.9988 140.092 37.1565 33.9996
threshold=0.0007466647856322117 0.00022241781325016413 0.023744689548581787 0.023984670976590895 505.61111111111114 14.990274390170885 0.017391428449060733 1.5913302630161026 333.61111111111114 0.012516310933901225 0.00011501233261313872 0.06652744455444233 2.3404139849043939 15.627189858493319
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 6 5 -2 -3 -5 9 -4 12 -12 -1 -6
right_child=2 3 8 7 13 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.094963402930116389 0.21431871961519897 0.14974988480523982 0.40135483987701837 -0.054984165870486594 -0.065196651655080665 -0.0026395241665737833 0.020534628453082491 0.016997141828893371 -0.075431915982856007 -0.034112411346433939 0.030026117283628268 0.073153956462316663 0.076727570112282095 0.0061922373925400297
leaf_weight=12.683937266469 76.491122677922249 104.69111061096191 5.2666113525629035 904.6998823620379 1089.8645034730434 1507.5055192708969 3877.5232016071677 343.54976249486208 4199.967926222831 570.56403644382954 1550.1365638673306 1464.9826965928078 2022.9549976140261 71.063198380172253
leaf_count=31 221 178 15 5310 5946 5653 10051 1263 35520 4056 3757 3236 5057 259
internal_value=0 0.0349299 -0.0521708 0.00982631 -0.0212032 0.00783738 0.0239317 -0.0351731 -0.0699697 -0.0301296 0.0609266 0.050981 0.0756578 -0.0608268
internal_weight=0 10281.2 7520.72 5230.46 2744.92 1584 3982.21 1248.25 4775.8 575.831 5050.76 3015.12 2035.64 1160.93
internal_count=80553 28883 51670 16802 12079 5874 10229 6573 39591 4071 12081 6993 5088 6205
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=15
num_cat=0
split_feature=98 39 9 49 103 49 82 60 49 11 39 49 9 39
split_gain=1457.72 959.849 729.052 605.884 357.549 253.494 179.044 160.571 104.737 101.026 89.6834 78.2063 56.8246 28.5262
threshold=0.76061470686736177 7.0060191759007031 3.8167614167898303 0.40202347063181026 1.0860723884442234 0.22857250423050782 0.17862291212323214 0.0023743720867508687 0.2470867916213271 2.909402195092349 6.7974757487162742 0.23229369050005519 3.0639232316115899 5.3415296626654731
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 6 9 13 -4 -8 -1 11 -6 -7 -2
right_child=4 2 7 -5 10 12 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.062550914158464851 0.041904393565837472 0.0525225888114252 -0.063159845167833226 -0.054010644423697941 -0.014010835238135708 0.034655641764917137 0.054479533441569666 -0.015938632266415741 -0.039705594469816759 0.10165505062915128 -0.067063562229259452 -0.076142560080038182 -0.040018821497249425 -0.068254929813956713
leaf_weight=1806.5930244401097 25.830477051436901 2667.274596363306 1315.8449222557247 667.43556709960103 694.05289956182241 182.79255595058203 571.74427141621709 1590.5193319357932 148.79644190520048 1041.5837947279215 2948.1797088198364 286.09854269400239 230.28465618938208 261.35948760807514
leaf_count=7426 141 9873 9141 3822 3785 723 2309 8851 846 3626 24500 1879 1273 2358
internal_value=0 0.0222671 -0.000707526 0.0312002 -0.0447199 0.0662338 0.00841857 -0.0373178 0.0350297 0.0768514 -0.0583515 -0.0321466 -0.00697431 -0.058347
internal_weight=0 9502.33 6241.07 3334.71 4936.06 3261.25 1007.73 2906.36 720.541 2848.18 3928.33 980.151 413.077 287.19
internal_count=80553 44735 31687 13695 35818 13048 5654 17992 3155 11052 30164 5664 1996 2499
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=15
num_cat=0
split_feature=61 73 49 76 6 18 109 78 49 108 105 6 73 40
split_gain=3112.17 610.514 554.235 413.051 397.881 168.484 169.434 138.155 125.678 88.4316 84.6265 74.047 60.7362 48.3151
threshold=0.035972741514985661 2.4838911920713898 0.29222186751639795 730.50000000000011 8.9029897817989649 0.06891037326689127 1.4930270434362778 1.0223808958889418 0.23656638016352363 34.113496313091154 45.188188815596483 2.1511570563661029 10.183317044140319 1.0354776379777737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 -2 -4 -7 -5 11 -10 13 -3 -12 -1
right_child=1 8 5 7 -6 6 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.067416365506414888 -0.039490436879334283 -0.026490071600074411 -0.068086977826905024 0.05831026533491554 0.079462606796881843 0.069779839060052723 -0.011128163466168425 -0.026544942542919767 0.056994117302981512 0.087592252799034667 -0.031731703830957997 0.044398672714025908 0.10570172246722567 0.085201295769609067
leaf_weight=5640.3777895346284 1795.6851527020335 208.06302842497826 232.59366380423307 1371.7803113535047 333.39951759576797 478.80154714733362 563.38980579376221 223.07146942615509 2338.542158856988 1584.5199528932571 381.09211816638708 504.97759321331978 35.119369372725487 20.81966669857502
leaf_count=49805 6864 890 1708 3360 744 1060 2255 679 5697 3919 2021 1305 139 107
internal_value=0 0.0381136 -0.0510808 0.00796143 -0.0208632 0.00886785 0.0260424 0.0464416 0.0623333 0.0693527 -0.0636555 0.0237136 -0.0201353 -0.0668551
internal_weight=0 8360.04 7352.19 3723.94 2129.08 1274.79 1042.19 1594.85 4636.1 3923.06 6077.41 713.041 416.211 5661.2
internal_count=80553 23458 57095 11647 7608 5023 3315 4039 11811 9616 52072 2195 2160 49912
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=15
num_cat=0
split_feature=97 71 97 110 51 1 60 97 80 103 83 55 42 21
split_gain=1093.79 734.881 283.854 439.502 233.035 231.018 154.856 105.176 79.8899 89.774 32.0042 30.8267 11.9184 10.6561
threshold=2.2352819787154341 21.170039258162415 4.7198634137948465 3.6299546717749576 0.00011501233261313872 17.926224620316663 0.0011254182884286102 1.4978188326063526 0.82003233235598427 0.49429841206273056 0.59413561346017041 0.014425548315699614 0.08286671064464006 34.910417408084832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 10 -6 -4 11 9 -9 -3 12 -1 -13
right_child=1 4 6 -5 5 -7 -8 8 -10 -11 -12 13 -14 -15
leaf_value=-0.066177988085458883 0.048055921947732838 -0.057265042851527517 0.012597144167307121 -0.0033383664077643802 -0.017394023579167413 0.023773761809169389 0.068892942875380545 -0.046691596444952133 -0.069975065540322262 -0.004873927794557191 0.081552801358118321 -0.059620980082144663 0.13258119298709645 -0.078003236209299651
leaf_weight=4.1693291366100302 3264.1012895405293 945.90264558047056 603.26112820208073 3394.09590908885 3573.0421871840954 2203.8847029209137 2571.3456004261971 883.84810611605644 423.98105943202972 1224.7466079443693 16.904761455953121 896.37499321252108 10.91512295603752 486.52091861143708
leaf_count=36 11332 4946 1964 11057 11574 6921 8857 4985 2541 5474 89 7453 34 3290
internal_value=0 0.0161552 0.0335892 0.0218571 -0.00927981 -0.00168861 0.0581952 -0.0425201 -0.0303666 -0.0224024 -0.0548277 -0.0645372 0.0776443 -0.0660881
internal_weight=0 16572.5 9832.8 6658.2 6739.73 5776.93 3174.61 3930.56 2532.58 2108.59 962.807 1397.98 15.0845 1382.9
internal_count=80553 56740 33210 22389 23530 18495 10821 23813 13000 10459 5035 10813 70 10743
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=15
num_cat=0
split_feature=34 73 97 39 76 76 73 45 41 73 79 95 87 95
split_gain=2755.15 891.148 412.736 297.248 233.029 226.844 192.402 136.462 141.646 119.484 101.497 86.1667 182.546 31.4183
threshold=133.13824157446211 1.2260408641943643 2.5105261840407036 19.859516174745547 1518.5000000000002 329.50000000000006 0.57138588846198302 17.106996559499422 0.078226485121570058 1.7479970648034664 1.0246387631364249 0.024214810734975122 23.514836992855564 0.0023150001285869499
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 13 -4 6 7 -2 8 -1 -9 -6 12 -7 -3
right_child=1 2 3 -5 10 11 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.19573406500265514 0.073360267569361773 0.0013946654262953012 -0.015471777646505987 0.042240613519540039 -0.10398545820813132 0.11568515991383584 0.037993088449475632 0.030257847618603079 -0.07578034292226106 -0.039645386185115872 0.046577946447947077 -0.074009463672206871 -0.052549028561216508 -0.076681367277552495
leaf_weight=20.04214521497488 3135.2611846029758 55.419855907559395 2159.8049077093601 1520.8790300413966 133.41931387037039 68.270733557641506 3019.6541106253862 566.88998141139746 465.05169218033552 429.99419488757849 67.386269129812717 3467.0723667517304 1167.0465985387564 736.26404266804457
leaf_count=73 7754 131 7485 3912 446 278 7712 2390 4336 2410 183 32778 6591 4074
internal_value=0 0.0284853 -0.00571366 0.0083753 0.0525502 -0.0551776 0.0560088 -0.0210619 -0.0645624 0.000105915 -0.0534594 -0.0659293 -0.0432514 -0.0712158
internal_weight=0 10828.1 4472.37 3680.68 6355.72 6184.37 6154.92 1481.98 485.094 996.884 200.806 4702.39 1235.32 791.684
internal_count=80553 31697 15602 11397 16095 48856 15466 9209 4409 4800 629 39647 6869 4205
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=15
num_cat=0
split_feature=71 93 9 49 16 99 27 9 93 49 12 70 71 26
split_gain=1511.97 500.188 1372.37 661.652 355.592 216.341 197.979 117.651 102.389 99.4105 55.5051 20.5235 17.5909 29.8018
threshold=20.135584225875281 0.38241469668121186 3.372874117838661 0.35437194855702953 0.15199027390582767 0.88928639181311564 49.679704477966915 4.4039901863558937 0.44647171391559282 0.27999063887133163 0.30390385159699135 13.696105919412632 21.461098510672105 167.53693018371328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 9 -1 -4 10 -2 -11 13 -8
right_child=6 2 8 -5 5 -7 12 -9 -10 11 -12 -13 -14 -15
leaf_value=0.079927036672162416 0.078648839136050558 0.058161824744684065 -0.02098959826658691 -0.046098914716348888 0.079267642472539604 0.014665566284038506 -0.056803645768022742 -0.073450488076378051 -0.06535446719248432 -0.02501223540049477 -0.0030139484866559306 -0.067830155720226937 -0.069555412881064343 0.04111236217444638
leaf_weight=61.289432309567928 100.56393975019455 3460.870439261198 723.3941085152328 738.57470774278045 2184.5408951155841 679.65414510667324 182.07066291198134 271.79481718316674 1852.0357801765203 185.68896355107427 482.89264161512256 281.87364568561316 2618.6466276906431 37.48315517231822
leaf_count=224 425 13353 4131 4228 7978 3128 1573 1785 14029 967 2225 1988 24270 249
internal_value=0 0.0199643 0.00457875 0.039825 0.0525654 0.063938 -0.0535461 -0.0452281 -0.0528931 -0.0164699 0.0110614 -0.0508253 -0.0672758 -0.040087
internal_weight=0 9972.15 6774.88 4199.45 3197.28 2864.2 3889.22 333.084 2575.43 1051.02 583.457 467.563 2838.2 219.554
internal_count=80553 48856 35741 17581 13115 11106 31697 2009 18160 5605 2650 2955 26092 1822
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=15
num_cat=0
split_feature=61 83 79 57 47 21 80 82 61 72 6 30 95 69
split_gain=2594.22 544.841 602.003 488.347 257.908 170.862 141.39 122.784 114.156 73.8524 59.0506 52.4684 46.1172 32.1722
threshold=0.035338088694580237 1.2053928977178454 1.0163821285855128 0.018659049475533849 0.20076547872164488 146.35248085777849 0.48545241342084916 0.49708814818457353 0.01302579946642058 26.625624161774471 3.1975944886488468 22.92567560796353 0.13909804633235048 0.32949882810697617
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 9 -4 8 10 -2 -5 12 -3 -11 -1 -8
right_child=1 6 4 5 -6 -7 13 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.067485217875847409 -0.068416140531347092 -0.064227949983101773 0.017147170799251606 -0.052811628800694094 0.07501424097277129 0.092482606791597199 0.059124378414242895 -0.0042687488704937398 0.0022845943405954603 -0.014614308677414504 0.030788611177441211 0.34791037262096003 0.054722296241417161 0.08223632411816012
leaf_weight=4875.2513433247805 819.70992492511868 85.405469074845314 2595.4859762974083 553.22004076093435 1095.1883937865496 160.57303573191166 888.55573385953903 469.18249972909689 1174.3237917348742 8.9284307099878806 279.33083809912205 7.2212117984890929 31.076130554080009 1869.5070614218712
leaf_count=46890 4091 245 7669 4277 2756 341 1932 1236 4929 91 619 26 224 5227
internal_value=0 0.0343069 0.0137714 -0.0494242 0.0343189 -0.00618785 0.0670525 -0.0450652 -0.0153591 -0.0660084 0.00853984 0.147486 -0.0667112 0.0747904
internal_weight=0 8102.37 4979.57 6810.59 3690.67 1888.12 3122.8 1288.89 1727.54 4922.48 364.736 16.1496 4906.33 2758.06
internal_count=80553 23775 15752 56778 10425 9547 8023 5327 9206 47231 864 117 47114 7159
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=15
num_cat=0
split_feature=13 22 70 93 93 103 101 13 55 83 67 47 110 43
split_gain=708.507 483.144 362.284 307.171 163.269 112.566 221.182 132.179 89.7732 37.8275 8.37569 40.8339 7.10641 5.47323
threshold=0.38883217366816297 43.301360712204819 21.954131275258234 0.26005722020924832 0.369920387251233 0.39787710881823379 0.24713409499733519 0.24468282356813362 0.014425548315699614 0.067820811031908471 0.012720506720790834 0.014780361079090561 4.8484130487670187 0.025012002338473314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 -3 -4 10 12 -8 -2 -10 11 -1 -7 -12
right_child=1 2 4 -5 -6 6 7 -9 9 -11 13 -13 -14 -15
leaf_value=-0.088912107244675853 0.13000298152505105 -0.025208373668529606 0.022073341666168384 0.039854510137805499 -0.023735114428259606 0.43368855426062763 -0.066376763410105524 -0.014974634861253961 0.016887740048586116 -0.040832304236019801 -0.10012249722728256 0.15074605119044363 0.63537920651459645 -0.066556978933265107
leaf_weight=24.416666209697723 33.030821368098259 794.65942484885454 1324.2528474628925 8353.1022564731538 1886.4094655588269 3.2733969017863265 558.9793353676796 4762.6131511479616 122.73336461931467 1516.0597411058843 54.205836847424507 10.029891081154345 3.7462178319692612 468.06995256990194
leaf_count=77 109 2834 4372 30452 6074 20 3362 19909 887 8527 282 35 27 3586
internal_value=0 0.0172339 0.0240592 0.0342025 -0.0048412 -0.0241042 -0.019634 -0.0203739 -0.0332197 -0.0365095 -0.0668906 -0.0191302 0.541327 -0.0700407
internal_weight=0 14030.2 12358.4 9147.76 3210.66 5885.33 5328.61 5321.59 1671.82 1638.79 556.722 34.4466 7.01961 522.276
internal_count=80553 53255 43732 33286 10446 27298 23318 23271 9523 9414 3980 112 47 3868
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=15
num_cat=0
split_feature=34 9 33 18 65 76 71 16 60 48 33 87 53 29
split_gain=2330.54 588.091 375.403 294.129 214.405 197.788 131.747 99.3867 84.7929 70.9993 54.5087 165.356 25.8705 17.7172
threshold=127.30060076084713 3.7837443144507561 23.690723871252473 0.92849601102329959 0.014083058606684755 329.50000000000006 15.042449080728064 0.07033868382050916 0.012091716459834015 0.036961119110106237 14.290103815418805 23.071064489247401 0.013177398537400095 12.256630920948011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 9 4 -4 -3 6 7 -1 -8 -2 13 -12 -11 -7
right_child=1 2 3 -5 -6 10 8 -9 -10 12 11 -13 -14 -15
leaf_value=0.16264839878151841 0.10325490459463696 0.094362805905350344 0.054701598616254045 -0.059626640765324104 0.0051239580948745445 -0.078973037915672034 0.01902450248540926 -0.067580231880026612 -0.069120468479185168 -0.024906876955496177 0.061609676322970999 -0.059492889077002481 -0.07794450126894048 -0.060572691667070168
leaf_weight=19.458172492682934 24.722286887466908 287.24162098020315 5132.8712215796113 235.34235586971045 4294.2286661788821 1867.4394073784351 676.27988406270742 515.45400291308761 130.13593357056379 109.89503318816423 121.68579409644008 1535.1959732212126 563.78081158176064 727.01598459854722
leaf_count=74 52 680 13412 991 13578 20990 2852 5029 851 459 738 10980 3477 6390
internal_value=0 0.0255186 0.0317449 0.0496895 0.0107189 -0.0542049 -0.0207249 -0.0592053 0.00480004 -0.0631847 -0.0647681 -0.0505988 -0.0692926 -0.0738169
internal_weight=0 10648.1 9949.68 5368.21 4581.47 5592.67 1341.33 534.912 806.416 698.398 4251.34 1656.88 673.676 2594.46
internal_count=80553 32649 28661 14403 14258 47904 8806 5103 3703 3988 39098 11718 3936 27380
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=15
num_cat=0
split_feature=97 49 39 13 97 63 97 13 63 102 34 49 13 97
split_gain=1690.48 1254.54 449.406 271.784 237.439 236.277 156.275 122.072 109.787 91.0882 73.7097 71.9061 53.5374 50.2443
threshold=3.0185419880178141 0.27418185871424067 6.1533734656148438 0.60793516506761314 3.6672232040638479 0.013892382718350934 2.289216839774848 0.37822051179041699 0.025283824129132153 0.95861508606015 48.635119317392885 0.44454855386961151 0.47759384597528243 1.8006861679303279
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 8 13 -1 -6 -2 -5 12 -7 -4 -3
right_child=2 5 10 9 7 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.076261997430724815 0.083830228831011933 0.067300705500850752 0.02554832562907873 0.020725368992398352 0.08073493036633636 -0.030524288353533144 0.040513495064272959 -0.050931477269046711 -0.041250364324033451 -0.055670349549210199 -0.064849138251713664 -0.069638008876734395 -0.045703853648361367 0.00039134886115859595
leaf_weight=2924.5962785072625 418.00170220434666 207.85892780125141 152.59236958250403 453.98340252041817 82.466635666787624 976.35681543499231 2101.5854107402265 481.83663902804255 84.3303740657866 237.83528052642941 3655.8542084805667 906.29340816661716 341.36244098097086 243.9482252150774
leaf_count=11983 1586 765 764 1432 361 5627 7656 3612 411 809 34137 8013 2555 842
internal_value=0 0.0280059 -0.0450695 0.0532261 0.0128252 -0.0337683 0.0613146 -0.0316899 0.062832 -0.00553816 -0.0599503 -0.0493533 -0.0236927 0.0311737
internal_weight=0 8052.46 5216.44 5718 1066.64 2334.46 5026.18 564.303 502.332 691.819 4149.81 1882.65 493.955 451.807
internal_count=80553 37127 43426 21880 5970 15247 19639 3973 1997 2241 37456 13640 3319 1607
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=15
num_cat=0
split_feature=63 73 47 77 75 79 39 75 9 73 104 81 20 69
split_gain=2296.67 513.074 337.399 325.025 316.824 192.282 138.447 132.752 166.716 87.5839 70.6987 67.4274 43.1479 41.3158
threshold=0.023826868118615372 2.4838911920713898 0.044851560775169393 741.72222222222229 13.174846386576034 1.0220208970073357 20.083725083203237 6.1263221454913408 2.8400028028513185 -0.37421838319464462 320.6010565035977 0.10700001713885603 8.0734473931143729 0.19693352678498327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 4 -2 -5 12 8 -3 -1 -11 -8 -4 -9
right_child=1 7 6 5 -6 -7 11 13 -10 10 -12 -13 -14 -15
leaf_value=0.10833038659660187 -0.033756564353606265 0.062500128377206074 0.014376387375801429 0.060606575789407015 0.080105512602447262 -0.035584062139219434 0.070882964554446842 0.031662986642117801 0.0076381527493570222 -0.065105154833606918 0.31633680819947274 -0.0028914190544326612 -0.039440595254092235 0.076870665187593973
leaf_weight=29.44133535772562 1988.2140902243555 1201.8936591595411 179.91670294106007 1089.8987549953163 278.62345694005489 256.77227519452572 247.65762019902468 226.05422960221767 1027.3777168802917 4579.6571053154767 4.8642444238066664 247.88992711156607 866.33595842123032 1912.3995914757252
leaf_count=88 7930 3349 1016 2901 643 841 653 585 3192 47687 24 941 5422 5281
internal_value=0 0.0312299 -0.0500629 0.00335464 -0.0197615 0.0422657 -0.00956304 0.0542916 0.0372165 -0.0635963 -0.0647004 0.0339785 -0.0301861 0.0720918
internal_weight=0 7981.23 6155.76 3613.51 2266.84 1346.67 1541.8 4367.73 2229.27 4613.96 4584.52 495.548 1046.25 2138.45
internal_count=80553 24722 55831 12315 8573 3742 8032 12407 6541 47799 47711 1594 6438 5866
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=15
num_cat=0
split_feature=97 13 105 39 13 42 82 89 97 93 17 7 55 21
split_gain=793.468 549.392 400.233 196.013 142.368 124.563 123.916 80.0406 75.3772 64.68 101.501 46.5878 25.9516 12.1157
threshold=2.1214077181098343 0.43068604904087798 19.699225094926742 5.0950506603118031 0.33439759848041756 0.076654867361850468 0.06090221689774912 0.23816663467726043 1.4978188326063526 0.56018604411861783 0.54191417903068129 0.61161589976524378 0.014425548315699614 34.910417408084832
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 7 -4 -6 -2 12 11 -11 -10 -1 -14
right_child=1 2 5 -5 6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=0.07299252608490768 0.10606643005430139 -0.0027335057081184218 0.019568449301841671 0.0512889434903957 -0.10260447503195123 -0.019586533061381098 0.0055899928721539031 -0.029567538531008783 -0.073306102637036769 0.026430701379002844 -0.067828262902985131 -0.03014987925266073 -0.055310530992357977 -0.07657304547766422
leaf_weight=14.273344270884989 44.318194128572941 767.26743031293154 1735.2963128834963 5388.9935306459665 108.4763610959053 1527.8344171345234 4382.5849280878901 2381.2030970305204 334.14059492945671 400.11499624699354 159.89494773000479 995.03252125903964 775.61488315090537 409.46999830007553
leaf_count=70 216 2804 5379 19331 298 4647 15267 11017 2080 2213 1199 5289 7453 3290
internal_value=0 0.0138341 0.0295487 0.044556 -0.00756691 0.00123565 0.00297668 -0.0270893 -0.041436 -0.0289886 -0.000482271 -0.0409989 -0.0610428 -0.0626571
internal_weight=0 16336 9419.39 6156.26 6916.58 3263.13 4491.06 2425.52 3088.54 1889.18 560.01 1329.17 1199.36 1185.08
internal_count=80553 58959 32161 22135 26798 10026 15565 11233 21594 10781 3412 7369 10813 10743
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=15
num_cat=0
split_feature=35 73 73 76 75 47 39 76 73 65 79 99 79 49
split_gain=2001.17 982.78 333.464 187.734 175.354 167.998 173.693 128.789 70.2354 91.6857 60.9575 439.024 52.0459 29.2643
threshold=128.44244378375643 2.1967957388404202 0.59266417612934708 1747.5000000000002 2.0274725459939371 0.0287464212682484 21.252625462316356 271.50000000000006 1.1278691220010992 0.034309571273942435 1.0158436815630392 0.20722931944573064 1.0242339863069232 0.031277211167433573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 8 9 -1 11 -9 -7 -10
right_child=1 5 4 -5 -6 12 -8 10 13 -11 -12 -13 -14 -15
leaf_value=-0.034637905133245724 0.067948558249683239 -0.037719010335385765 -0.028540399961657165 -0.057705934951756466 0.028464470556060901 -0.062829901549623174 0.033408295356770978 0.26841107232660244 0.12424952486551051 0.090476915893588319 -0.073012043489743592 -0.058541893965951775 0.055884117372625941 -0.048794529982500272
leaf_weight=118.68135631084442 3022.0782727077603 848.13817355781794 609.15699484944344 123.7713709846139 4727.5031328499317 1207.7518919408321 576.83214087039232 42.994259096682072 10.065204050391911 115.64282270520926 2868.2395545467734 917.28988279774785 38.095105230808258 336.55128040537238
leaf_count=783 8135 3383 2316 405 12997 7123 1615 96 23 484 30599 10006 163 2425
internal_value=0 0.0205239 0.0371805 0.0630048 0.0219576 -0.0323773 -0.00892647 -0.0590536 -0.0151808 0.0271083 -0.0657109 -0.0439034 -0.0591999 -0.0437696
internal_weight=0 11153.3 8482.51 3145.85 5336.66 2670.82 1424.97 4409.46 580.941 234.324 3828.52 960.284 1245.85 346.616
internal_count=80553 36137 23853 8540 15313 12284 4998 44416 3715 1267 40701 10102 7286 2448
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=15
num_cat=0
split_feature=97 48 51 65 38 12 93 97 47 79 5 0 12 23
split_gain=1456.34 565.792 310.974 245.18 240.875 169.029 124.101 125.821 96.4114 77.0716 46.2474 40.9514 38.3893 28.0056
threshold=3.1707235696417713 0.23068222485089787 0.00045659371349215651 0.054994968129674353 5.5849964510496655 0.53815218343555105 0.38449049330415602 4.6811406828830178 0.10390174153594346 1.017991107245009 0.41635755232502575 5.9233592659751659 0.24537873207809749 250.9149146261914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 6 -4 7 -2 -5 -3 11 -6 -8 -12
right_child=4 3 5 8 10 -7 12 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.069021677214079466 0.054889956364407744 -0.0063408081658814595 0.057136051255321785 -0.0099755866710737016 0.068027710370426112 0.016405204062391231 0.041845221675896188 -0.066252192509789976 -0.055881590070038151 0.059122773949510876 -0.047389234653854063 -0.044432372241393646 -0.043021049692667193 -0.069221436829266889
leaf_weight=241.87344401329756 398.8631003908813 295.81113904714584 4044.4106267541647 865.14780616387725 49.527805659919977 1361.9580639712512 58.100900366902351 109.21096167340875 970.94169033318758 458.74690806120634 788.6535365357995 93.519644159823656 645.26707233116031 2304.2646364122629
leaf_count=1670 1689 1084 16197 4805 283 5040 332 887 9063 1804 7023 930 5093 24653
internal_value=0 0.0241645 0.0419122 -0.0145297 -0.0468441 0.0468752 -0.00880827 0.0288503 -0.0342511 0.0334589 -0.0610835 -0.00549493 -0.0360108 -0.0636545
internal_weight=0 8238.89 5648.24 2590.65 4447.41 5406.37 1211.44 508.074 1836.09 754.558 3235.97 143.047 703.368 3092.92
internal_count=80553 39663 22907 16756 40890 21237 8001 2576 13868 2888 32889 1213 5425 31676
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=15
num_cat=0
split_feature=63 73 57 15 29 37 75 97 73 65 69 105 69 33
split_gain=1924.92 443.226 350.456 309.961 355.462 129.19 124.087 158.982 77.1444 62.9591 51.1351 47.4131 42.2777 36.7133
threshold=0.023826868118615372 2.4838911920713898 0.019033117969898927 0.86621784819671022 7.6706675041221661 95.297700101370182 5.7276694653782885 1.8728379283756327 -0.37421838319464462 0.1089843700702476 0.28591577137955032 193.42820851739262 0.22010746348212964 2.3475944731515246
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 -2 8 7 -3 -4 -7 -5 13 -8 -1
right_child=1 6 5 10 -6 9 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.10044557717213863 0.039213344256665401 0.06279900342959073 0.15884293568424865 0.026358733661217056 -0.039870768963695735 0.078284007616170215 0.035225607188327589 0.0073245016737365472 -0.029465428900369319 0.0029655752375007337 0.075178587495075555 0.068040303570117311 0.073945523136439734 -0.064669039200047393
leaf_weight=13.51064635068178 831.54028504341841 969.60864643752575 22.178155183792114 379.76147197186947 1795.6613919362426 204.26668828725815 335.81570625305176 1105.7566180750728 1141.0507619790733 243.02251886576414 493.16728833317757 27.321376726031303 1759.5444547533989 4115.4504930265248
leaf_count=35 2420 2868 34 950 7471 595 844 3446 7396 843 1474 93 5249 46835
internal_value=0 0.0285533 -0.0479145 0.00231384 -0.0148397 -0.00831235 0.0505738 0.0332421 -0.0258751 0.0373618 0.0539399 -0.0632599 0.06774 -0.0641288
internal_weight=0 7670.86 5766.8 3500.13 2627.2 1610.52 4170.73 2075.37 1163.23 447.289 872.929 4156.28 2095.36 4128.96
internal_count=80553 24722 55831 12315 9891 8868 12407 6314 7430 1438 2424 46963 6093 46870
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=15
num_cat=0
split_feature=97 13 51 105 13 75 97 89 4 69 13 21 79 15
split_gain=653.639 434.417 338.305 221.401 111.774 122.579 94.2036 88.2631 67.7385 80.4891 64.1416 14.5887 13.8167 13.5682
threshold=2.2352819787154341 0.43068604904087798 0.00018454691628124302 19.397334699490479 0.32974304497674645 0.87530630341597138 1.4978188326063526 0.23150795797600132 2.6656929006583794 0.42281023960523584 0.51611429147462717 34.910417408084832 1.0218198522960742 0.65149827975521102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 10 -4 7 -6 11 -2 9 -8 -3 13 -10 -1
right_child=1 2 3 -5 5 -7 8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.042500183508320862 0.14234360519929895 -0.0059260386875290942 0.044776524970529967 0.01030574279836215 -0.10088053669694393 0.0057772704688193455 -0.026815536544150781 -0.027337670813525658 -0.067675732551520193 0.022089848190656253 -0.073034397002921345 -0.075045877883652204 0.0036618199630281192 -0.07344856103985746
leaf_weight=536.95285097882152 31.11780957877636 242.86302873492241 5566.048251695931 2800.892759077251 110.47192542999983 4379.0840152353048 1457.2046141438186 2064.3948849290609 345.06234147772193 437.58735204488039 344.39041276276112 369.88594800978899 29.468461465090513 192.42514006793499
leaf_count=5719 136 916 20752 8194 296 15301 8522 9981 2314 2006 1164 3294 158 1800
internal_value=0 0.0137491 0.0280876 0.0332372 -0.0057481 0.0031528 -0.0348414 -0.0248179 -0.0232025 -0.0155212 -0.0452812 -0.0588688 -0.0620628 -0.050665
internal_weight=0 15539.3 8954.19 8366.94 6585.07 4489.56 3368.59 2095.51 2269.32 1894.79 587.253 1099.26 374.531 729.378
internal_count=80553 56740 31026 28946 25714 15597 23813 10117 13000 10528 2080 10813 2472 7519
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=15
num_cat=0
split_feature=22 95 43 111 64 95 78 71 57 9 64 24 64 12
split_gain=1649.9 414.282 280.17 305.675 252.274 159.811 167.697 283.409 92.7374 87.425 69.983 54.4998 93.2882 35.4988
threshold=207.37594530826695 0.009276111241118044 0.022726920980180972 2.7958005813533391 0.14360630368370739 0.026794373591213064 1.0166727799683304 8.5886105050801564 0.011985739472483423 3.5597914967082729 0.0057064633394134567 22.220076014214815 0.042945816687573114 0.18678317488225157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 8 -4 9 6 7 -1 -3 -2 -8 -7 -13 -6
right_child=1 2 3 -5 13 11 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.23769670139951701 -0.051133563371731708 0.093466316388152018 -0.063161205123608469 0.0053414206266572568 -0.082839982690068203 -0.076090289566180816 0.090858772827717038 -0.0063277008220139659 -0.049299781449589679 0.051946280148379466 -0.056683782258459429 0.0040890944764327081 -0.07155842332071502 -0.015731985341147278
leaf_weight=53.451512418687344 84.026216723024845 408.16399118304253 749.34962623566389 4983.2725051566958 111.91083014011383 2139.3322989568114 33.301704466342926 434.26594159379601 51.207558505237103 3956.645454376936 928.18917985260487 256.35733240842819 447.73486522212625 266.62212568148971
leaf_count=107 271 1034 4562 17096 639 27542 139 2576 352 11627 6920 2284 4533 871
internal_value=0 0.019101 0.00240843 -0.00361302 0.0424898 -0.054373 -0.0273461 0.0204162 0.0775517 0.0498027 -0.0515736 -0.0681479 -0.0440154 -0.035572
internal_weight=0 10611.2 6191.99 5732.62 4419.2 4292.63 1449.21 487.717 459.372 4040.67 961.491 2843.42 704.092 378.533
internal_count=80553 36452 23044 21658 13408 44101 9742 2683 1386 11898 7059 34359 6817 1510
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=15
num_cat=0
split_feature=97 49 39 97 65 13 61 39 13 79 93 5 83 9
split_gain=1255.05 885.971 300.96 651.885 211.856 156.453 97.7595 93.6671 134.704 72.8761 61.8158 49.827 55.5674 46.0236
threshold=3.448451111703374 0.26380100204355456 6.8407020720454152 2.4331867392116089 0.030599800029826273 0.61169988289289245 0.05888704417687686 6.2402765201417454 0.37112797256602964 1.0177799295081287 0.24904226442040614 0.308783006365208 0.059592716438323388 3.72152723590145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 9 -1 -6 8 -2 -3 -10 12 -9 -13
right_child=7 4 3 -5 6 -7 -8 11 10 -11 -12 13 -14 -15
leaf_value=0.07404195243998811 0.081622635806418681 -0.055546192061677539 0.057175983433542389 -0.030215330455448854 -0.018282967699665736 0.0026675557303430571 -0.061103773313105292 -0.032193374109090026 0.070503837570873862 0.068460594884173928 -0.048481182791487699 -0.0028349050519646739 0.14937342098329018 -0.064559920700658843
leaf_weight=2360.6735986173153 113.53036991134286 58.097799375653267 2027.7175983339548 1474.0620654113591 956.69255065172911 353.04239016026258 1204.2712580487132 65.132575117051601 47.848154440522194 257.1505692563951 499.20959650725126 126.65459534525871 22.740816384553909 2612.1999689526856
leaf_count=9830 474 210 8290 7720 4461 1143 11722 577 194 1042 4045 893 215 29737
internal_value=0 0.0196082 0.03976 0.0203889 -0.0309744 0.0647565 -0.0421463 -0.0514047 -0.0175028 0.0456071 -0.0380742 -0.0593274 0.0147944 -0.0617055
internal_weight=0 8691.71 6215.5 3501.78 2476.21 2713.72 2160.96 3487.32 660.588 315.248 547.058 2826.73 87.8734 2738.85
internal_count=80553 44418 26983 16010 17435 10973 16183 36135 4713 1252 4239 31422 792 30630
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=15
num_cat=0
split_feature=64 40 7 73 56 105 83 79 104 6 79 33 69 43
split_gain=1590.01 453.32 460.5 335.899 169.998 195.462 169.069 107.431 61.8162 56.2802 52.8757 49.0047 35.0522 29.7677
threshold=0.030525176358071979 0.69874204896883618 0.61161589976524378 4.6998595997005195 0.022880877926627491 13.957663941543446 1.2053928977178454 1.0155115247505142 214.79687922682893 8.9029897817989649 1.0190128999244676 2.3475944731515246 0.3103335088206387 0.064793892687349988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 8 -6 9 -2 11 -3 -7 -1 -8 -10
right_child=1 6 3 -5 5 10 12 -9 13 -11 -12 -13 -14 -15
leaf_value=0.11859074931436404 -0.16074785994810811 0.012388982424910501 -0.026464499237079792 0.040350895509742593 -0.038053041379094217 0.11544506389362033 0.049602841245211651 0.071766693938920906 0.30458774176566694 0.086644697828693842 -0.093850318482617531 -0.061024389254334455 0.077517963548604657 0.0057413489462226361
leaf_weight=15.248833261430262 20.31367426738143 1001.4935757890344 3235.4223317056894 980.41197754815221 367.44992640987039 137.73357293382287 668.9857784807682 912.93121166527271 6.6750023625791055 113.65272967517376 13.230302218347786 3922.1397562567145 1373.0107257738709 6.6574326157569885
leaf_count=39 71 2900 13514 3440 2683 336 1606 2667 42 249 91 47835 5031 49
internal_value=0 0.021437 0.00314412 -0.0109263 -0.0525359 0.00130476 0.0512715 0.0667056 -0.0596009 0.0199569 0.0971027 -0.0603288 0.0683726 0.155361
internal_weight=0 8306.22 5149.08 4215.83 4469.13 518.414 3157.14 933.245 3950.72 1115.15 150.964 3937.39 2042 13.3324
internal_count=80553 29478 19692 16954 51075 3110 9786 2738 47965 3149 427 47874 6637 91
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=15
num_cat=0
split_feature=97 70 93 39 97 39 23 77 23 71 103 49 93 80
split_gain=532.663 337.277 220.465 159.765 153.505 155.507 180.631 146.512 166.933 114.606 96.0845 34.0413 31.8677 26.7869
threshold=2.7208895792297816 18.675703329796196 0.35671272811714477 6.378751921015696 1.7025270016981582 6.0597601029043986 142.59668434710699 1377.2777777777781 155.7761064016789 25.582399314228471 0.40385990606848987 0.025222711925479969 0.59179004516437461 0.46665133206012527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 11 12 -7 9 -9 -3 -4 -1 -6 -13
right_child=1 7 10 -5 5 6 -8 8 -10 -11 -12 13 -14 -15
leaf_value=0.069145212390241989 -0.041082025033758081 0.0084649991565599169 0.0033133805956695114 0.024667667855544754 -0.062522177271527216 0.027302468117778474 -0.021653201970776408 -0.075644906875049545 0.088074099434475681 -0.01896535656971618 0.046891319474713491 -0.040135417430593373 -0.0052502240238943929 -0.068040259311578144
leaf_weight=23.821218367666006 608.84281637519598 3326.5650988668203 570.52640689909458 940.3845337703824 600.49467843770981 1277.1964766941965 1838.7045687325299 76.533200666308403 334.40024767816067 2809.605442982167 4471.1398765817285 853.01342056691647 115.90838385373354 576.49356451258063
leaf_count=145 2522 9811 2205 2845 3197 5838 8106 210 1135 13004 16766 8322 613 5834
internal_value=0 0.0158525 0.0318216 -0.00117181 -0.02174 -0.0112455 -0.00158645 -0.00022348 0.0575827 -0.0040947 0.0419599 -0.0494133 -0.053256 -0.0513889
internal_weight=0 13138 6590.89 1549.23 5285.63 3832.3 3115.9 6547.1 410.933 6136.17 5041.67 1453.33 716.403 1429.51
internal_count=80553 48498 24338 5367 32055 17754 13944 24160 1345 22815 18971 14301 3810 14156
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=15
num_cat=0
split_feature=35 72 76 47 85 78 89 45 39 95 76 13 95 47
split_gain=1478.15 437.951 222.051 212.417 175.387 144.661 245.893 152.14 121.955 97.3789 48.1346 43.9645 31.5355 21.4592
threshold=128.44244378375643 1.396059297172741 1189.5000000000002 0.037676607314342372 0.17629288983177299 1.0153917159429611 0.18932529249913224 17.106996559499422 15.747027830903907 0.0073192491989271247 269.50000000000006 0.59424085375945546 0.023984670976590895 0.010059447284325554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 8 -2 6 -1 -8 -3 -4 12 -5 -7 -12
right_child=1 3 9 11 -6 10 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.204220304766181 0.039109494372395054 -0.020015989441843456 0.065926654651046607 -0.061134797236841613 -0.049503934725981878 0.063673914573915066 -0.075219605381653204 -5.0054510115744424e-05 0.023186880462323266 -0.069354363504870273 -0.046469433814799871 0.0056874140202920432 -0.043219368717519996 -0.074333215054169052
leaf_weight=44.809507578611374 6360.3838240094483 1223.0779434107244 64.995796099305153 801.15766727179289 231.48503012955189 41.813682354986668 501.12116646021605 581.91271071508527 1402.7927938960493 293.43200991675258 315.00968130864203 112.25623431056738 81.188081860542297 2254.913562413305
leaf_count=77 19140 4364 182 4832 1510 188 7079 4322 4180 1276 3425 653 601 28724
internal_value=0 0.0172487 0.0318297 -0.011385 0.0359977 -0.0554004 -0.0253335 -0.0348311 0.00306385 -0.0448231 -0.0679929 -0.0529225 -0.00688166 -0.0709178
internal_weight=0 10489.6 6950.3 3539.28 6591.87 3820.77 1127.84 1083.03 2625.87 358.428 2692.93 913.414 123.002 2569.92
internal_count=80553 36137 22108 14029 20650 44416 11478 11401 8544 1458 32938 5485 789 32149
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=15
num_cat=0
split_feature=71 96 49 96 104 77 102 23 12 51 9 71 104 49
split_gain=877.181 402.693 315.499 204.149 152.635 99.7128 75.643 49.1637 45.3127 32.9037 27.2581 25.5437 48.1377 18.2576
threshold=20.432789430002234 4.1882244670215441 0.40813636420594362 1.9934380514991157 16.403852281511472 357.72222222222229 0.87960176453156635 222.8014173710653 0.36281222331979307 0.0005684820501395527 3.5289842175339876 25.383169899873614 214.79687922682893 0.16721491077072118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 7 -2 9 -3 -10 12 -6 -8
right_child=4 8 5 -5 11 -7 13 -9 10 -11 -12 -13 -14 -15
leaf_value=0.049923729539497003 0.058944334831143023 -0.052684316395302667 0.41866677594034524 0.015212342171563781 -0.047228434592670225 -0.052730779850116122 -0.011265525547246261 -0.0089620348951294348 -0.0068392711900709269 0.021806993623760932 -0.060110912246251182 -0.067903995456306931 0.18085862545410647 -0.064533192077624507
leaf_weight=2823.9417147375643 171.07773639634252 92.619550313800573 4.523789517581462 4235.8124346248806 586.24257380142808 554.91082764416933 93.234706554561853 282.95495164953172 110.8301901742816 164.81579496338964 720.31243717670441 1591.8736623246223 9.4014254957437497 207.66012885980308
leaf_count=13023 736 1047 29 19614 6319 4409 774 1726 690 1339 9339 19776 76 1656
internal_value=0 0.0152403 0.0233688 0.0290971 -0.0479141 -0.0489189 -0.00914405 0.0166248 -0.0416526 -0.00499333 -0.0530073 -0.0612939 -0.0436284 -0.0480278
internal_weight=0 8707.77 7619.19 7059.75 2942.45 559.435 754.928 454.033 1088.58 257.435 831.143 2187.52 595.644 300.895
internal_count=80553 49490 37075 32637 31063 4438 4892 2462 12415 2386 10029 26171 6395 2430
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=15
num_cat=0
split_feature=63 73 15 29 57 37 72 63 108 97 104 65 101 79
split_gain=1378.7 392.821 341.857 387.745 230.319 96.0568 93.706 63.4454 56.4918 47.0604 44.3697 33.2554 23.1267 16.2737
threshold=0.019791696788629173 3.7908102319498149 0.82706086073824869 7.1920055987983131 0.019033117969898927 422.7177968972905 3.6762777180165074 0.012186990104781732 12.619913531575982 1.9487141580017664 320.6010565035977 0.054107896138681069 1.4409083682277453 1.019114553059292
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 10 7 -4 -6 9 -3 11 -1 -10 -7
right_child=1 8 6 -5 5 13 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.06583123124167968 0.037740491158850892 0.058436191509649585 0.066899973352085015 -0.031530671248045879 -0.03783624602225532 0.10944808807511026 0.011549606075979581 0.0087402285728619186 0.092380149130593281 0.016060631005588116 0.25470013760946691 -0.035944617650688397 0.061106185179812623 -0.032316197021317293
leaf_weight=2883.6929352544248 1180.6209161803126 521.27141569927335 922.87466806173325 2560.6457953639328 717.03245716914535 72.067372471094131 457.48387812450528 493.91782548651099 301.0052782446146 527.05732965841889 4.4304298460483542 427.50920056551695 1102.6112703159451 9.1225321441888791
leaf_count=40356 3805 1671 3010 11974 5732 138 1422 2141 802 1714 16 3932 3811 29
internal_value=0 0.0217799 0.00602199 -0.00967097 -0.0475925 -0.0117789 0.0485555 -0.0188388 0.0546951 0.0371315 -0.0615494 -0.0619726 0.0678129 0.0935194
internal_weight=0 7573.57 5121.63 3741.27 4607.77 1292.14 1380.36 1210.95 2451.95 1048.33 3315.63 3311.2 1403.62 81.1899
internal_count=80553 28209 20211 15779 52344 8040 4432 7873 7998 3385 44304 44288 4613 167
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=15
num_cat=0
split_feature=97 73 97 75 110 9 35 15 7 53 77 87 79 91
split_gain=445.101 359.186 188.289 250.777 161.645 101.772 100.198 70.6178 89.5341 75.0206 59.4849 53.466 6.48733 17.0254
threshold=2.1214077181098343 0.58198491272423192 3.75776168113876 2.133494903009503 4.5779101385241452 15.585492738821557 31.616051691599701 0.7377778737194326 0.61161589976524378 0.056882843194354986 1069.7222222222224 16.748693739397151 1.0217204609189672 -0.22604312818742492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 6 -4 -2 8 11 -10 -6 -1 -9 -14
right_child=1 2 5 -5 10 -7 -8 12 9 -11 -12 -13 13 -15
leaf_value=-0.013428272164171619 -0.099193982811161346 0.032377767532125727 0.032631177081724527 -0.010562540493822995 -0.046905612447487866 -0.031888607470508153 0.01614227908784745 -0.070185113547331396 -0.028769085114212417 0.019141746497752462 0.01275524944044848 -0.070558839313532018 0.2191759829292228 -0.045661019784192541
leaf_weight=238.71284088492393 80.930106900632381 2183.4535813182592 6501.6911680810153 3606.5531492047012 1497.878076814115 254.03047471493483 1087.1501251757145 459.97465749830008 826.96428369358182 540.38993497565389 188.10697241872549 522.05706092342734 2.6600356288254288 27.755153626203537
leaf_count=2591 306 8472 23856 13333 7467 899 3906 4873 6149 2904 720 4817 26 234
internal_value=0 0.0115794 0.0188636 0.00563056 -0.0204404 0.0302051 0.00815124 -0.0330172 -0.025134 -0.00983432 -0.0402492 -0.0526325 -0.0672275 -0.022499
internal_weight=0 15399.8 12545.7 5790.01 2854.07 6755.72 1168.08 2618.51 2128.12 1367.35 1685.99 760.77 490.39 30.4152
internal_count=80553 58959 46560 21805 12399 24755 4212 21594 16461 9053 8187 7408 5133 260
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=15
num_cat=0
split_feature=51 51 49 71 105 95 78 71 79 49 13 79 97 7
split_gain=1309.45 382.984 243.702 274.19 201.009 188.339 165.453 144.587 98.934 175.433 55.2192 59.7099 48.6164 26.9156
threshold=0.0010886184988037235 0.00019549971448868124 0.18558213581921748 15.042449080728064 41.498640223160805 0.022571315181432922 1.0166087191754718 8.8113771254690167 1.0150027665360277 0.37377460627312692 0.56141745779406615 1.0131570285251243 1.7611783453759797 1.3369029156160221
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -4 6 7 -2 9 -7 11 -1 -8 -12
right_child=5 2 4 -5 -6 8 12 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.00015247320251445733 0.19020355367751454 -0.067673669467478673 0.038715206190446945 0.00061280668819015496 -0.043633894875127713 -0.042453427804838489 -0.078131091560093568 0.0091646623157363161 -0.074293957336243957 0.17811951091109623 -0.073547558099461577 0.046341242035060085 -0.029612713681515773 0.087184237603332493
leaf_weight=310.05984894186258 49.527761191129684 717.27461716905236 2233.4196776226163 3262.7023711875081 341.77213611081243 342.16700898483396 293.61829732358456 403.65970491245389 2209.9487749412656 40.306034654378891 10.732210695743559 2531.0213358253241 696.24783024936914 356.29632484912872
leaf_count=1103 84 8220 6223 11517 1305 4729 2614 1873 29477 137 35 8450 3880 906
internal_value=0 0.0176714 0.00381581 -0.0116938 0.0277861 -0.050049 -0.0210933 0.02895 -0.066167 -0.0192089 0.0459827 0.0412672 -0.0440044 0.0824843
internal_weight=0 9763.28 6555.17 3979.98 2575.19 4035.48 1443.05 453.187 2592.42 382.473 3208.11 2841.08 989.866 367.029
internal_count=80553 37759 27265 19737 7528 42794 8451 1957 34343 4866 10494 9553 6494 941
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=15
num_cat=0
split_feature=97 49 63 97 33 34 12 102 12 93 8 70 33 97
split_gain=958.716 652.326 219.535 189.144 342.491 92.5674 85.797 85.2386 83.2852 59.1931 43.0583 26.8128 22.4854 26.417
threshold=3.448451111703374 0.24057503530416921 0.013048286240276508 2.7022604813581079 10.007372831985563 139.45738110096468 0.28414967551142017 0.77249261194005847 0.55988902460086709 0.50235667697468045 3.2115222009504305 7.5806659185829828 7.6704647846345937 4.2088300224031299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 8 -5 6 11 -4 -1 -3 -8 -2 13 -7
right_child=5 2 7 4 -6 12 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.057992840086664665 0.37551650004357584 0.063480511484414678 -0.019822176457175603 0.051612509344593049 -0.036160484323238901 0.15583737517685184 -0.0011794027862910457 -0.060786611890132694 0.022000652345139298 0.0010896107868969209 -0.04709405645369201 0.029900190660074349 -0.067861599676998008 -0.065026557278998406
leaf_weight=2861.6183860488236 2.2742033451795569 274.36805333942175 1071.1162921078503 943.3766707777977 840.75307920016348 9.8390427827835101 244.14170413650572 966.10430004261434 829.20748749747872 341.13338999077678 1249.901553504169 172.87022154033184 1434.5705715715885 12.045153632760046
leaf_count=13256 15 1115 6642 3637 5307 44 1768 9914 3219 1328 12837 1069 20259 143
internal_value=0 0.0172639 -0.0234361 0.0369838 0.0102504 -0.0479038 -0.0318287 -0.0392486 0.0499066 0.0289012 -0.0395911 0.0343879 -0.066327 0.0342729
internal_weight=0 8127.68 2652.72 5474.96 1784.13 3125.64 1669.19 2037.22 3690.83 615.501 1494.04 175.144 1456.45 21.8842
internal_count=80553 44418 18999 25419 8944 36135 15689 16556 16475 2443 14605 1084 20446 187
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=15
num_cat=0
split_feature=63 111 51 49 91 21 16 111 95 23 64 21 42 77
split_gain=1162.68 385.73 440.547 249.993 155.42 145.701 104.184 71.2747 51.1902 79.4399 40.4527 33.9187 32.2085 30.4967
threshold=0.019791696788629173 19.771326392905124 0.0025034155672572934 0.28304091725255404 0.52066727392625023 8.5231024221796421 0.078396558572388267 1.3813194657387777 0.13909804633235048 203.72163398621339 0.002870638294731618 576.69281619045205 0.15725127335899583 896.94444444444457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 -2 -4 10 -8 11 -10 -5 -1 13 -3
right_child=1 12 5 6 -6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.05931899107846561 -0.03374563184763512 0.048037943708689052 0.075978108779414966 0.14471201546715937 0.10177145839795582 0.020916226315578879 0.071970504788357981 0.00021669897492373127 0.028249626532593893 0.66099494202600939 -0.075338319954448729 0.021714416386971885 0.074995985024080683 -0.061175370648255914
leaf_weight=3454.2142454516143 2005.13101490587 157.57988040149212 561.38590482994914 8.8058432936668378 88.358401384204626 3338.5454014502466 206.55037142336369 419.78422228619456 27.434070371091369 2.1388733871281138 162.87510813772678 52.439071416854858 1134.6114660203457 30.520470604300499
leaf_count=47600 10877 363 1458 16 245 10867 537 1914 252 12 1713 300 4316 83
internal_value=0 0.0197652 0.00897831 -0.0455934 -0.028026 0.0288423 0.0049624 0.0238794 -0.0570023 0.0740132 -0.0640515 -0.0581072 0.0686423 0.0303174
internal_weight=0 7316.13 5993.42 4334.24 2093.49 3899.93 798.016 626.335 3536.23 29.5729 171.681 3506.65 1322.71 188.1
internal_count=80553 28209 23447 52344 11122 12325 4180 2451 48164 264 1729 47900 4762 446
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=15
num_cat=0
split_feature=97 13 105 38 73 111 97 108 97 74 103 39 105 110
split_gain=362.499 281.437 259.344 137.271 121.461 130.522 122.34 113.078 63.0008 64.1155 57.2136 12.8668 6.46983 33.896
threshold=2.0372031571971756 0.44442235999140617 20.108696576034514 3.4680480806076361 1.1145192003458073 3.587258611483922 2.8709608805000184 3.3975608499795165 1.3132996435664339 3.8567882135791107 0.41647202552393597 92.91420214791286 12.260488122193655 2.6011336259673614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -6 -4 12 10 -10 -11 13 -1
right_child=1 2 7 -5 6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.056687205456933211 0.011491528612104659 -0.013543326168432021 -0.082835303228072837 0.041105230600529383 -0.020787401375748998 -0.031330027207751708 0.019005329845925442 0.0034667833238091294 -0.043776465779955226 -0.065620509695978754 0.0011203185754583478 0.1642788954625683 -0.071984979839047156 0.13971995050068531
leaf_weight=300.4831326007843 1034.9002642482519 507.20585804432631 161.06961794942617 4901.6140528544784 1064.2828674837947 2279.9457482732832 2819.187092743814 2644.4223529696465 414.41605579480529 304.50837323442101 900.80456672608852 2.4540273174643508 276.82579518482089 9.0515662580728513
leaf_count=4257 3784 2033 471 19464 5323 10994 9780 8696 3549 2821 5981 24 3259 117
internal_value=0 0.0105339 0.0231837 0.0359806 -0.00390123 -0.0179611 0.00809995 -0.00148801 -0.0327852 -0.0226308 -0.0130263 -0.0637826 -0.0608775 -0.0509438
internal_weight=0 15412.6 8214.31 5408.82 7198.32 3314.85 3883.47 2805.49 2208.54 1622.18 1315.22 306.962 586.36 309.535
internal_count=80553 60545 30664 21497 29881 14778 15103 9167 20008 12375 9530 2845 7633 4374
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=15
num_cat=0
split_feature=51 51 83 45 85 79 99 55 110 85 51 53 35 47
split_gain=1123.79 320.224 225.676 364.309 143.738 112.56 246.794 109.978 80.3592 80.2766 131.582 64.2591 49.7738 35.4584
threshold=0.0010886184988037235 0.00022241781325016413 0.083799921269684871 20.420540690765403 0.06652744455444233 1.0163505185634587 0.20722931944573064 0.36108880097297086 24.67463742787718 0.06652744455444233 0.00011501233261313872 0.016920234089876439 120.55268419925143 0.042822866466656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 11 -4 7 6 -6 -2 -9 10 -1 -3 -7 -11
right_child=4 2 3 -5 5 12 -8 8 -10 13 -12 -13 -14 -15
leaf_value=0.056501546852794675 -0.063122829966408764 0.11905777723176517 -0.061803295188838571 0.0088020906834918883 0.16064080257340999 -0.075975431424781206 -0.037922291813156844 0.12013061711612388 -0.083419419719436685 0.059020911656582277 0.00607152129702088 -0.098151037711085978 -0.047569177485858281 -0.063770958301861788
leaf_weight=884.66305975615978 78.514691762626171 194.36075177043676 862.49997603707016 4785.6469359956682 66.930662225931883 1488.4630815163255 966.21103661321104 113.48482322692871 23.393178462982178 1495.8160958141088 1246.2543546631932 14.646458655595778 1053.3732488676906 23.892514780163765
leaf_count=3647 495 431 9365 15810 161 22814 11306 202 231 4613 3757 72 7585 64
internal_value=0 0.0162849 0.00179626 -0.0019797 -0.048111 -0.0528909 -0.0250587 0.0312243 0.0853428 0.0395308 0.0270078 0.103837 -0.0642035 0.0570904
internal_weight=0 9507.78 5857.15 5648.15 3790.37 3574.98 1033.14 215.393 136.878 3650.63 2130.92 209.007 2541.84 1519.71
internal_count=80553 37759 25678 25175 42794 41866 11467 928 433 12081 7404 503 30399 4677
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=15
num_cat=0
split_feature=97 49 51 13 82 25 49 13 27 13 39 13 51 11
split_gain=812.247 549.132 330.303 248.81 141.578 93.3249 70.2831 65.5783 58.3441 45.5336 42.4099 75.6289 23.6158 17.9675
threshold=3.448451111703374 0.27688664129761903 0.0004910171975049917 0.45881736350016383 0.055670836650571119 29.143682791580932 0.44454855386961151 0.66435377521310779 5.0177374103558003 0.60793516506761314 6.2402765201417454 0.37112797256602964 0.0003225134866865066 5.9792390371587887
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 9 7 -6 8 -2 -3 11 -7 -1 -9
right_child=5 4 3 -5 6 10 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.080728109173972357 0.11479649246133246 0.069638754335608288 0.056168289223667081 0.013452173817767929 -0.023097742351735756 0.080819598034673451 -0.063984771707579977 -0.068495280545635542 -0.0094815530813199024 -0.056310809946725084 -0.0622686247898862 -0.049269091886599045 -0.027165032079631213 0.16038580592566296
leaf_weight=231.86241134256124 40.335358388721943 172.41892483085394 3072.8065624181181 2451.4413698390126 1099.3550037983805 58.860022116452456 680.74955043755472 217.08409637957811 595.1818786598742 34.436640337109566 1848.4309146795422 185.63202180527151 127.62010015547276 3.4848418012261382
leaf_count=2566 292 785 14339 10176 7221 265 8461 2818 4862 123 26192 1693 747 13
internal_value=0 0.0158188 0.0311685 0.0372126 -0.0296344 -0.0457141 -0.0387338 -0.0178991 -0.00159381 0.0486711 -0.0570915 -0.017951 -0.0617126 -0.0648791
internal_weight=0 7870.69 5883.73 5524.25 1986.96 2949.01 1780.1 856.086 635.517 206.856 2092.92 244.492 359.483 220.569
internal_count=80553 44418 27828 24515 16590 36135 15682 7985 5154 908 28150 1958 3313 2831
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=15
num_cat=0
split_feature=63 111 77 57 47 73 77 21 105 16 15 35 62 71
split_gain=973.398 360.532 370.926 180.877 147.026 124.813 96.6304 84.4647 35.959 34.8236 29.9835 28.8576 28.087 17.3411
threshold=0.01839941393279532 19.771326392905124 470.0555555555556 0.019033117969898927 0.28528908180814733 4.4756170596035902 1885.8333333333335 186.06016793539843 266.57957949261021 0.50971140007649807 0.44047425726290818 315.15494854211357 0.034729814259973117 19.841776011195684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 -4 -2 7 -5 12 -8 11 -3 -1 -12
right_child=1 10 4 6 -6 -7 9 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.063005816071146942 -0.03918278751343604 -0.023175839825754156 0.013304651034342342 -0.024710018020392042 0.058074031451003927 0.038050068658620061 0.18052565452497638 0.088092734049798921 0.1433970674907446 -0.022948186026579345 -0.035016803766756942 0.059119328582944955 -0.030666691518397651 0.073740268801024716
leaf_weight=2454.893734017387 1677.883132185787 68.126213379204273 3153.9717800691724 999.70244735479355 955.87099994719028 239.05819415673614 34.664025831967592 71.100838474929333 8.7653988748788816 11.106012336909769 14.868291318416594 113.7655174061656 301.55521088838577 1051.4096721410751
leaf_count=40196 9884 186 10516 7360 3732 854 92 158 27 60 46 270 2866 4306
internal_value=0 0.016905 0.00677406 -0.045108 0.0237172 -0.0295512 -0.0111379 -0.01722 -0.0588249 0.131153 0.0658223 0.0282963 -0.0594679 0.0722237
internal_weight=0 7274.95 6026.78 3881.79 4109.84 1916.94 1116.57 1070.8 2765.21 45.77 1248.17 181.892 2756.45 1066.28
internal_count=80553 29794 24986 50759 14248 10738 7670 7518 43089 152 4808 456 43062 4352
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=15
num_cat=0
split_feature=97 73 97 75 110 73 9 51 75 74 102 73 79 7
split_gain=296.729 246.383 156.238 188.609 127.178 90.4652 80.2034 64.7587 59.9931 48.9472 56.8119 33.9336 35.8803 14.0982
threshold=2.0372031571971756 0.58198491272423192 4.2088300224031299 2.1681117860374255 4.5779101385241452 -0.37421838319464462 12.422633916661265 0.0008301862162990285 2.1681117860374255 3.8131602504152311 0.41331507753316959 3.2157660783187736 1.0182624445647523 1.0966919696375461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 -2 -4 11 -6 10 -9 13 -13 -1
right_child=1 2 6 -5 8 -7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.018398676000352936 -0.076357250866504078 0.027835548077116301 0.034190532901361294 -0.0059838528382816312 0.31095702259067487 0.017218392233443607 -7.7284494865737514e-05 -0.044958496183946817 -0.037024461654350416 -0.066522415562235593 -0.0081349968405444728 0.30131740921502548 0.0063438547275071191 0.099651603439182487
leaf_weight=28.062373947352171 114.74827194213867 2588.5593310073018 4484.4268630929291 4543.4298097305 4.9702024385333052 1036.7207211256027 805.71195807680488 812.48672413080931 1555.8825459852815 361.83561164699495 865.06586905196309 10.820845790207388 6.6628988087177268 15.819449577480553
leaf_count=199 271 10714 17541 17046 26 4038 2719 8833 8190 3973 6829 56 37 81
internal_value=0 0.00998768 0.0159497 0.00629092 -0.0173178 0.00789322 0.0289714 -0.0301191 -0.0359164 -0.0331647 -0.0259697 0.0710969 0.188906 0.0241586
internal_weight=0 15134.4 12422.1 7131.99 2712.32 1151.47 5290.14 2100.75 1560.85 2039.39 1677.55 61.3656 17.4837 43.8818
internal_count=80553 60545 48020 27760 12525 4309 20260 20008 8216 19635 15662 373 93 280
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=15
num_cat=0
split_feature=34 73 77 9 39 77 73 27 79 73 16 99 79 51
split_gain=975.898 524.215 187.081 173.928 178.52 135.448 107.889 97.5436 87.7371 61.3535 56.421 28.2177 206.269 23.6571
threshold=93.058174609706697 1.0007638490830721 1415.5555555555559 3.6858110279436418 19.859516174745547 351.27777777777783 0.48877631821601603 29.416879104497063 1.0246387631364249 2.7913484671192621 0.065667286868736227 0.20722931944573064 1.016702807131084 0.00019549971448868124
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 -3 -5 7 -2 10 -4 -9 -1 12 -7 -13
right_child=1 3 8 4 -6 11 -8 9 -10 -11 -12 13 -14 -15
leaf_value=0.18509310409208557 0.059809796692845932 -0.062992403810218339 -0.08692725598673387 -0.016439308313407782 0.024265460922966386 0.14561000894852896 0.028134962603580799 0.043992312388494464 0.041752225211036109 -0.073217831097811326 -0.052418611518603324 0.15050608896670487 -0.076135155857768838 -0.071187301777548548
leaf_weight=10.230496741831301 1961.6067470051348 527.81169037148356 170.56171045452356 3147.5001222193241 1638.2545333690941 50.948143355548382 2380.1180250644684 270.29463698714972 76.865288253873587 53.498191151767969 447.09319240041077 4.8260925561189643 237.50641786307096 1837.0158053543419
leaf_count=38 7016 4883 696 13755 5234 152 7753 1398 286 389 5428 9 3943 29573
internal_value=0 0.0128685 0.0376258 -0.00851365 -0.00250529 -0.0529909 0.0424458 -0.0173707 -0.0469519 0.0246264 -0.0471054 -0.0660518 -0.0369695 -0.0706064
internal_weight=0 9902.72 4589.15 5313.57 4785.75 2911.41 4341.72 781.117 247.427 323.793 457.324 2130.3 288.455 1841.84
internal_count=80553 39623 15751 23872 18989 40930 14769 7253 982 1787 5466 33677 4095 29582
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=15
num_cat=0
split_feature=51 55 98 39 47 103 79 71 32 12 96 103 20 51
split_gain=602.311 394.078 227.626 154.199 177.955 143.783 135.68 55.8907 33.0484 68.6005 21.9799 17.5555 17.1759 9.70445
threshold=0.00050267351192430745 0.10647952370749052 0.51065502899241888 6.0597601029043986 0.017349822979307653 1.1643978079752084 1.0181795828306315 23.30919234816913 10.7266625982066 0.26261166383131102 3.9413454768830607 0.13173679516573691 28.360649789264954 0.0003225134866865066
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 5 -5 -2 -3 -4 9 12 -11 -10 -1 -13
right_child=1 2 7 4 -6 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.059451607213953983 0.066662895842251407 -0.01769178833707134 -0.025170226601818325 -0.018181582177708416 0.034616406736657876 0.0031611948511434773 0.030796377073480437 -0.060230341734628767 0.16768161818683402 -0.013194678517827433 -0.076084440779244741 -0.072132731142071749 0.23783214805554023 -0.052076628097230376
leaf_weight=39.613253984600306 1445.5119487792253 1065.3725804537535 1297.3658773861825 1052.2130967136472 1623.1166217364371 473.31408420205116 1259.1433255001903 700.02456281706691 3.201237477362155 94.425142349675298 135.0648266877979 907.42500570602715 6.2494618017226449 328.62756375409663
leaf_count=257 7514 6064 8734 8240 8751 2518 7158 9348 16 621 1992 15331 50 3959
internal_value=0 0.00897535 -0.0127002 0.0293664 0.0138508 0.050999 0.00857327 -0.0374577 -0.0592318 -0.0278946 -0.050208 -0.0661947 0.0837585 -0.0668004
internal_weight=0 8916.06 4321.91 4594.16 2675.33 1918.83 2324.52 1997.39 1514.61 275.353 229.49 1239.25 45.8627 1236.05
internal_count=80553 58327 31304 27023 16991 10032 13222 18082 22226 2920 2613 19306 307 19290
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=15
num_cat=0
split_feature=63 75 79 85 57 95 80 19 81 95 23 18 95 73
split_gain=815.191 323.162 327.163 212.994 166.593 99.1809 55.0411 106.897 42.3513 32.6407 40.7543 30.37 29.9576 25.7101
threshold=0.01839941393279532 14.100380653011204 1.016084086613416 0.071108855285834077 0.017496987081305749 0.098523289637350658 0.05510313329440876 0.1291318306989829 0.34561494362476985 0.13909804633235048 209.08291771226604 1.0566142050623759 0.27295760390903528 3.2849759340061717
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 9 -2 12 -8 11 13 -11 -3 -6 -1
right_child=1 8 3 -5 6 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.062279979106950906 -0.049119100194471868 0.1223783244007821 -0.054660249180229437 0.023986964829972507 -0.069708634224595292 0.053335305681708189 0.053592228327362018 -0.022010975086346633 0.070150699359067967 0.0067715092094116957 0.39802503366035191 -0.0048804747847079628 0.12720685425993403 -0.031863878394559834
leaf_weight=2185.2756476532668 1121.5284660104662 21.92393084615469 374.64102107286453 4258.9471646249294 176.91215916723013 103.17835880443454 256.82706488668919 688.05786154419184 1027.016986310482 15.326794389635326 3.2219605967402449 129.65523253381252 8.0786605775356275 318.39601239562035
leaf_count=37631 7012 45 2184 15378 2203 379 1448 4577 4461 170 13 335 15 4702
internal_value=0 0.0150908 0.0054787 0.0176281 -0.0431379 -0.0404876 -0.0112274 -0.00146144 0.0628682 -0.0574327 0.0747331 0.0135258 -0.0611092 -0.0584119
internal_weight=0 7036.89 5858.3 4633.59 3652.1 1224.71 1129.88 944.885 1178.6 2522.22 18.5488 151.579 184.991 2503.67
internal_count=80553 29794 24953 17562 50759 7391 8243 6025 4841 42516 183 380 2218 42333
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=15
num_cat=0
split_feature=13 34 6 103 99 9 103 108 82 110 49 43 13 9
split_gain=224.546 209.077 180.638 306.9 247.065 105.776 74.4316 107.048 69.1481 111.092 63.6625 49.819 37.1262 33.0311
threshold=0.3582217860994743 27.359018023589709 1.6602754845801184 0.40385990606848987 0.75966426785715579 7.1214589757621942 1.0566905364135628 12.455624891272503 0.09188894598847315 2.1546686949841471 0.025222711925479969 0.085982940034494179 0.28710079580224873 1.6100696737036884
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 -3 -4 8 11 -8 9 -1 -2 -7 -10 -12
right_child=1 2 4 -5 -6 6 7 -9 12 -11 13 -13 -14 -15
leaf_value=-0.073438330391031328 0.1095975023156523 -0.016067720267183467 -0.041813057085584415 0.044005644907690274 0.012671689927614327 -0.036876427231973895 0.11903041210078198 0.0088992608232771504 -0.055188608279940578 0.17411455136334814 -0.063733915161175117 0.21973146876355415 -0.025978251327023173 -0.020298129737491056
leaf_weight=32.650041826069355 35.512398809194565 1100.7783919349313 962.51093911379576 3739.0924269109964 6150.3335253112018 367.45900195837021 100.08022220060229 747.1957165710628 622.02113193459809 40.756317801773548 200.38299971073866 7.7248580753803244 1448.0915825404227 1386.2867323420942
leaf_count=199 152 6187 3896 16822 22555 2049 397 4398 4723 232 2997 43 8282 7621
internal_value=0 0.0108675 0.0154395 0.0303426 0.00529881 -0.0179858 0.00548803 0.021908 -0.0313731 0.0640068 -0.02282 -0.031593 -0.0347553 -0.0257837
internal_weight=0 13574.9 11952.7 4839.87 7112.84 3365.98 1222.46 847.276 2143.52 73.4064 1622.18 375.184 2070.11 1586.67
internal_count=80553 60230 49460 23009 26451 20323 6887 4795 13436 431 10770 2092 13005 10618
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=15
num_cat=0
split_feature=22 72 44 83 6 77 77 42 71 104 59 95 105 95
split_gain=834.312 284.028 151.261 287.759 134.344 117.439 81.43 70.1411 59.1256 48.2185 45.9717 41.171 111.405 20.6403
threshold=161.89641699676218 1.396059297172741 24.121412253851393 0.083799921269684871 0.92553429434212975 327.38888888888897 351.27777777777783 0.08286671064464006 21.170039258162415 27.75023021638761 0.016231292667003756 0.026549730911994394 6.6932953975284528 0.024214810734975122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 10 7 13 -7 -9 -3 12 -8 -1
right_child=1 5 4 -5 -6 8 11 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0097609446483391607 0.096719340031664824 0.0076114543497963734 -0.094182391296921908 -0.030586046727524213 0.032406655911430382 -0.059598408490138172 0.085060190443400754 0.053253878800905499 -0.017877164103653455 -0.062593342791382886 -0.049279235300982376 -0.072388023487118425 -0.056182217622546049 -0.065130666499394918
leaf_weight=96.909065272659063 214.88567983359098 1799.8470503166318 85.206245392560959 1022.0912194140255 5208.9117121808231 570.12804098054767 62.899586580693722 157.84470954723656 840.32351999916136 46.516978647559881 154.20909577608109 1405.4098038244992 497.8108917940408 220.53095962665975
leaf_count=656 689 6394 399 6721 17835 5106 293 1214 4077 257 620 27167 5673 3452
internal_value=0 0.0108532 0.023013 -0.00847076 0.0303693 -0.0127511 -0.0539276 -0.0188099 -0.0347416 0.0268846 0.00312179 -0.0632478 -0.0403379 -0.0482272
internal_weight=0 9895.6 6531.09 1236.98 5294.12 3364.51 2487.92 521.802 1410.45 204.362 1954.06 1966.12 560.71 317.44
internal_count=80553 41841 25644 7410 18234 16197 38712 5579 9183 1471 7014 33133 5966 4108
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=15
num_cat=0
split_feature=51 93 8 103 64 16 58 13 13 70 87 23 73 93
split_gain=527.242 416.016 408.638 234.263 189.276 176.42 127.26 46.3965 40.2811 138.514 49.6152 37.0522 36.0626 32.3948
threshold=0.00050267351192430745 0.38241469668121186 3.4280229812025618 1.1643978079752084 0.028214725419712018 0.14057332171658718 0.049218100951518289 0.3582217860994743 0.27616496333712764 19.366492047857584 303.34805883976406 569.09306330407628 2.685482342517659 0.16610246833703859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 5 -3 -2 -5 -4 9 10 -1 -11 -10 -14
right_child=1 2 7 6 -6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.13002178814250831 -0.05172521887722345 0.034754576254287892 -0.0028754248560714517 0.040623522543860445 -0.010822783442520339 0.06685181168236809 -0.033008726380272781 -0.047616376665990445 -0.070527788036220188 0.22764117596097788 0.50740569535164703 -0.065215670019648272 0.30323100727478947 -0.026527801400392043
leaf_weight=27.273694682866338 134.69755914062262 1910.0364776961505 264.58787998557091 409.82970501109958 1742.3221237491816 1831.9583436958492 549.3567098621279 1869.2098309937865 1077.9995924625546 4.4689073152840129 3.9939147979021064 129.82344978116453 3.0344041101634494 163.41074560396373
leaf_count=142 1003 10795 1857 1946 13156 7998 4335 17237 17295 29 35 2695 27 2003
internal_value=0 0.00823893 -0.00730019 0.0389692 0.0130123 0.0587304 -0.00154802 -0.0420686 -0.0576737 -0.0113343 0.178226 -0.0554701 -0.0638387 -0.0205161
internal_weight=0 8712 5786.16 2925.84 3652.36 1966.66 959.186 2133.8 1410 165.56 31.2676 134.292 1244.44 166.445
internal_count=80553 58327 43045 15282 23951 9001 6281 19094 22226 2901 177 2724 19325 2030
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=15
num_cat=0
split_feature=64 40 7 73 83 16 105 6 49 51 55 58 48 111
split_gain=698.496 293.669 310.978 256.138 124.352 99.5612 47.7643 42.4296 40.4763 39.2285 54.9669 31.5711 30.5453 32.4518
threshold=0.018317989483085658 0.7394108170095689 0.61161589976524378 4.858260426619065 1.2423047010982609 0.07033868382050916 40.69843084377333 8.9029897817989649 0.23229369050005519 0.012320084276930128 0.22693005688959525 0.067610525136514957 0.32566502340805692 0.94566096868521998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 7 -2 9 -3 -6 11 -11 -1 13 -8
right_child=1 4 3 -5 8 -7 12 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.057983892183230593 -0.067887909834836294 0.0044668321961857816 -0.025896322650100424 0.033947419454002363 0.025785483135644313 0.057824227254592332 0.11210031825994415 0.074264759360077454 0.066535222860043236 0.42231319832171849 0.0060718298082451331 0.031672915624213198 0.35779953272111109 -0.026808286296333941
leaf_weight=2236.5519030671567 67.866265408694744 889.76754813268781 3658.8027090039104 888.99169575050473 312.79767816513777 878.47829477675259 22.663575250655413 96.543033301830292 1104.3056828379631 3.8003120794892338 19.206467140465975 39.977618254721165 2.5848161354660979 65.207904778420925
leaf_count=41367 361 2960 20803 3606 806 3322 54 267 5596 15 97 396 14 889
internal_value=0 0.00940855 -0.00334548 -0.0141982 0.0385639 0.0488089 -0.0522926 0.0112989 0.0575405 -0.0550964 0.0748275 -0.0564094 0.0189852 0.00901865
internal_weight=0 7897.55 5494.14 4547.79 2403.41 946.345 2389.99 986.311 1417.1 2299.54 23.0068 2276.53 90.4563 87.8715
internal_count=80553 37721 28092 24409 9629 3683 42832 3227 6402 41875 112 41763 957 943
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=15
num_cat=0
split_feature=13 105 7 38 57 18 78 101 14 13 96 49 35 47
split_gain=191.821 196.419 134.076 133.538 138.044 102.417 103.248 99.32 110.177 97.6576 53.2629 45.1607 15.1001 35.3297
threshold=0.44442235999140617 20.108696576034514 0.53188909594909173 3.4062574225512554 0.0011728297247477824 0.0859321262048654 1.017656940501076 0.64154770950246198 0.13626297554285793 0.2500953845814417 4.6985422864060524 0.22857250423050782 44.958376328358746 0.015063132902616258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 10 -5 6 -4 11 -9 -7 -2 -3 13 -1
right_child=1 7 5 4 -6 9 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.33403734267064666 -0.038107815901893105 -0.013373052082582746 -0.013757442224971295 -0.085701325911689455 0.032890874217255499 -0.056165338231671802 0.13202646190556305 0.03346199385120726 -0.010965609603837592 -0.002535116736872239 0.036304908825826647 -0.079310009698479081 -0.069090573220244214 -0.035342116046137066
leaf_weight=2.6553019657731047 423.56139426678419 185.15989850834012 86.818456437438726 100.04547601938248 5190.6285291388631 357.76498972065747 110.30152666568756 782.74429293349385 1945.7569502200931 6664.1193870082498 124.4531199708581 236.60758465901017 351.04040651395917 104.29171958938241
leaf_count=40 2260 830 387 223 24596 3458 620 2719 8213 31047 552 864 2810 1934
internal_value=0 0.014923 -0.00660057 0.0257811 0.0306483 -0.00327192 0.0678182 -0.00520138 0.00177965 -0.00526758 -0.0212088 -0.0503631 -0.0590682 -0.0261711
internal_weight=0 8988.96 7676.99 5838.69 5290.67 7219 197.12 3150.27 2728.5 7021.88 548.015 421.767 457.987 106.947
internal_count=80553 40257 40296 27631 24819 35512 1007 12626 10932 34505 2812 1694 4784 1974
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=15
num_cat=0
split_feature=22 73 73 71 62 111 83 95 73 3 97 29 69 97
split_gain=728.022 441.732 156.741 139.778 173.442 101.535 60.888 41.6502 85.4375 64.4404 41.4632 24.6022 54.3898 16.7085
threshold=136.97968067963512 1.7130765821145502 0.48877631821601603 20.990101627832825 0.28164838377053686 2.9924571241210631 0.089988702146336794 0.026794373591213064 1.1685647044902343 43.322460923915912 2.9088379717678317 11.855472863548048 0.088539768748327599 2.2180616538038156
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 10 -5 -4 -2 8 9 -1 -3 -9 -13 -10
right_child=1 3 5 4 -6 -7 -8 11 13 -11 -12 12 -14 -15
leaf_value=0.12570685864641623 0.13277526295882799 -0.077886745998276719 -0.021167147780338319 0.011192536946938841 -0.057137225780800154 0.019674692075525552 0.043475912210257775 -0.073769097882768461 -0.075324138770589744 -0.013763855319796679 -0.036824220987651972 0.07594604096356615 -0.056486303983032893 -0.036167368077758791
leaf_weight=47.443029033020139 79.556611381471157 344.62984755262733 713.91968873888254 1520.6383178047836 491.56368223950267 4130.2753798179328 1897.1043290812522 1078.4875294566154 240.32968397438526 109.79041618295014 858.43785647675395 34.668163960799575 294.05420415103436 199.38139628618956
leaf_count=147 172 3597 4597 4562 3931 14268 8003 23017 3570 820 6515 386 5238 1730
internal_value=0 0.00893488 0.023339 -0.0216219 -0.00549984 0.0136556 0.04707 -0.05708 -0.0349462 0.0283195 -0.048587 -0.0664692 -0.0425195 -0.057569
internal_weight=0 10036.1 6820.86 3215.27 2012.2 4844.2 1976.66 2004.15 596.945 157.233 1203.07 1407.21 328.722 439.711
internal_count=80553 45645 27040 18605 8493 18865 8175 34908 6267 967 10112 28641 5624 5300
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=15
num_cat=0
split_feature=51 49 93 96 102 51 49 51 12 98 92 49 32 12
split_gain=467.314 465.801 268.665 263.099 170.121 88.7975 80.4929 61.9877 58.9425 28.3514 24.0801 15.6221 10.8842 32.3416
threshold=0.00064916566398978877 0.24057503530416921 0.38241469668121186 2.3004624856103573 0.66483600603312543 0.0023596559397746995 0.44454855386961151 0.00031343619750845241 0.32479737878916681 0.74915670083251407 0.11657164859874969 0.44454855386961151 8.9083264581390367 0.30568708999027666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 6 -2 -3 12 9 -9 -10 -6 13 -1
right_child=1 4 3 -5 11 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.10538025372155496 0.06497099731986726 0.0098884810226293179 0.036492138614456798 -0.01987532552369118 -0.046169307620271029 0.010345736094170811 -0.045450913942630684 0.026755454786976579 0.048082922697699926 -0.039098297269574228 -0.050415082118811044 -0.072040714893296498 -0.069954094570185504 -0.074421543338235266
leaf_weight=14.255169689655302 1654.9243346806616 1172.9648959282786 1689.3782138116658 1624.1509399004281 852.33695348165929 362.83073407784104 338.7444225680083 211.46861984394491 25.819250032305717 94.629925511777401 641.3832186087966 321.41259605251253 782.85558511503041 33.545652035623789
leaf_count=119 7662 6320 9815 11612 8006 1430 3454 1506 195 1157 7287 5907 15570 513
internal_value=0 0.00927313 0.0263809 0.00886321 -0.02469 0.0551483 -0.00251199 -0.0470599 -0.0299351 0.00639686 -0.0466034 -0.0532538 -0.0671255 -0.020801
internal_weight=0 8016.74 5331.28 3313.53 2685.46 2017.76 1511.71 1803.96 973.301 306.099 667.202 1173.75 830.656 47.8008
internal_count=80553 54206 30519 21427 23687 9092 9774 26347 10145 2663 7482 13913 16202 632
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=15
num_cat=0
split_feature=49 110 95 85 78 17 20 83 11 51 3 56 78 99
split_gain=601.909 313.768 232.45 229.293 204.767 103.335 75.7772 69.915 62.9403 55.7872 53.1745 34.1432 31.2282 26.0753
threshold=0.23229369050005519 21.283518929336704 0.083499344310812559 0.089865943975348611 1.015988049773896 0.27348662860907574 4.3774719529792252 0.96590240623058354 1.9329474299046912 0.0083386476221883558 86.679598948247289 0.015026639899303066 1.0236399306478685 0.82295387800128972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 -5 11 -2 9 -7 -4 -9 -1 13 -3
right_child=1 12 7 4 -6 8 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=-0.058950962002862622 0.087221081629065278 0.21995561718950102 -0.026068174188677174 -0.046206214072172125 0.020672419969859458 -0.057515165674425661 -0.060520494595884516 0.33202442737812066 -0.0045937720474360528 0.12155842715986137 0.069536387890273318 -0.014516786124801413 -0.020012239564063367 0.067133823210386134
leaf_weight=2187.7360241878778 36.880555301904678 11.294425368309019 170.14926096238196 519.41138308495283 3860.1687735840678 307.5057907756418 591.58225061558187 8.0539910793304426 834.89235708117485 30.130987331271172 184.80314600840211 187.77223077975214 41.16620396822691 974.19408084452152
leaf_count=38971 96 22 2139 2455 16022 3838 4034 22 5179 76 520 2230 140 4809
internal_value=0 0.0149593 -0.0354035 0.00463513 0.0127407 -0.0435533 -0.0518505 0.0375234 -0.0188389 -0.00385862 0.0804983 -0.0554387 0.0653207 0.0688853
internal_weight=0 6034.7 3911.04 5008.04 4379.58 3517.91 628.463 393.137 1142.4 200.28 192.857 2375.51 1026.65 985.489
internal_count=80553 27578 52975 22607 18477 50218 4130 2757 9017 2215 542 41201 4971 4831
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=15
num_cat=0
split_feature=7 75 101 21 71 14 83 34 78 51 45 64 1 101
split_gain=164.693 272.998 268.7 236.67 209.765 170.444 137.594 133.12 86.5746 75.4518 50.0374 44.5524 92.7527 34.5332
threshold=0.61161589976524378 2.044651586954743 0.61649160658125313 18.383785854602575 33.790370430746414 0.5258497804663419 0.059592716438323388 36.840133875083843 1.0181175435854553 0.001298762371466434 0.61391273813191649 0.0066088824988571994 8.8031778255376718 0.27958309808149606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 6 7 -4 10 -2 -3 -8 -1 13 -13 -5
right_child=1 2 5 11 -6 -7 9 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.076213464213491691 8.9250537604103176e-05 -0.052399945213544435 0.012185399346259687 -0.10212237202880237 -0.081215220370513957 -0.031046331472163704 0.10515883711161672 0.049391589288765567 -0.0083746225411441416 -0.044510277884968356 0.080621829649598797 -0.054292712586276486 0.089977641352558743 0.072279880919352044
leaf_weight=21.895287539809942 699.34446421824396 1074.6673730239272 8617.8723457716405 236.03548701480031 152.79442404955626 1019.8848640806973 38.612702969461679 2524.9343837462366 764.36535800620914 263.8001506421715 286.87139619886875 647.38081256300211 47.857037730515003 11.92730103433132
leaf_count=277 5093 5057 34083 988 530 8079 262 12154 3793 2394 1696 5825 200 122
internal_value=0 0.00828057 0.000926631 -0.0259308 0.0332725 0.00761054 0.0225433 0.0386979 -0.0341015 -0.0254002 0.0695003 -0.0573413 -0.0443618 -0.0937334
internal_weight=0 14853.9 11476.8 1554.38 3377.07 9637.76 611.18 3224.28 1839.03 302.413 308.767 943.201 695.238 247.963
internal_count=80553 68789 51012 11764 17777 42162 4629 17247 8850 2656 1973 7135 6025 1110
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=15
num_cat=0
split_feature=22 97 77 43 21 99 83 79 79 75 97 50 22 103
split_gain=634.444 208.869 178.239 138.149 96.8613 68.0441 140.9 50.6927 50.3099 73.2601 71.4874 23.1999 13.7887 6.90113
threshold=136.97968067963512 2.530758746319965 999.83333333333348 0.021157535709938686 59.766261449075991 0.78225337508330639 0.75943207632284071 1.0246387631364249 1.0151357001346042 0.50541645097421128 3.1355614040840143 0.00030260866332231819 102.34459935580601 0.19365684962990801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 13 -11 -10 -13 -1
right_child=1 2 4 -5 -6 6 -8 -9 11 10 -12 12 -14 -15
leaf_value=0.087114394123311498 -0.071055456929943903 0.070798439145192946 -0.06928883822620148 0.013057532157087791 0.044582770856202242 0.044254962194679205 -0.070627515949276784 0.066329230568966335 0.06781262414982496 -0.071231927667678427 0.019495631615440052 -0.070321684854171992 -0.04704319816890927 0.19310025059397162
leaf_weight=11.583160549402239 458.70464597828686 437.04875330626965 381.09834056161344 7983.1227984465659 92.911524027585983 232.78877626545727 197.19197136163712 28.528065154328942 13.244537796825169 216.25541063211858 145.12875024229288 1141.5540100606158 327.44554300047457 13.08245202898979
leaf_count=20 4002 1599 2357 34086 361 744 2388 108 58 4559 1722 23228 5299 22
internal_value=0 0.00801031 0.0126958 0.0160546 -0.0469687 -0.0374246 -0.00843089 -0.0630114 -0.0555703 -0.0234157 -0.0347965 -0.0639449 -0.0651328 0.143328
internal_weight=0 9811.39 8894.18 8420.17 474.01 917.213 429.981 487.233 1868.29 386.05 361.384 1482.24 1469 24.6656
internal_count=80553 45645 38403 35685 2718 7242 3132 4110 34908 6323 6281 28585 28527 42
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=15
num_cat=0
split_feature=97 39 69 93 99 79 57 97 85 73 45 63 45 78
split_gain=510.725 349.002 260.37 211.968 142.502 112.753 124.431 85.9639 70.8267 55.3572 60.8791 43.9821 21.8453 21.627
threshold=2.83317527668027 7.5985206715316069 0.5049115390654092 0.40633010246121487 0.91840751252240171 1.0210771849264304 0.015083781983718058 2.2352819787154341 0.19928177108550868 1.4652046550511308 3.718562997248958 0.019493899720179311 831.25872208646615 1.0190135263205085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 6 -1 -7 -5 12 -11 13 -3 -4
right_child=1 9 11 8 -6 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.03682589615348382 0.077443385002850459 -0.068457711534236868 -0.031897849737355925 -0.046289720262523919 -0.0056540674484362504 0.075818817280486367 0.00088161921451410585 0.018401398242983629 0.020763956145283043 0.096019090454958114 -0.041070801223425407 -0.063794242661161724 0.17620061656459132 0.077394524547246102
leaf_weight=1811.3756432682276 490.00722736120224 1172.6178833488375 37.640301894396544 607.16754734702408 356.51879275776446 683.98271416686475 2056.5484853358939 421.40284220688045 212.71297391876578 33.293073564767838 1198.8433311264962 410.77231523860246 3.6609344705939284 34.887314770370722
leaf_count=9858 2348 19381 164 6576 2381 4141 10411 1918 1314 315 14258 7328 23 137
internal_value=0 -0.0278361 0.0189543 0.00734706 0.0424465 0.0257639 0.0177146 0.0539297 -0.0288931 -0.0521797 -0.0373665 -0.0511183 -0.0676963 0.0206741
internal_weight=0 4074.82 5456.61 1666.41 846.526 4973.31 3867.92 1105.39 819.881 2408.42 1232.14 483.3 1176.28 72.5276
internal_count=80553 46596 33957 12619 4729 26328 20269 6059 7890 33977 14573 7629 19404 301
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=15
num_cat=0
split_feature=63 73 96 111 78 73 49 78 59 73 95 34 61 66
split_gain=516.769 263.318 191.386 176.558 108.297 91.3689 72.315 47.7613 49.1136 44.92 43.8913 32.4761 25.0159 24.5603
threshold=0.01450476811563056 3.7908102319498149 2.4536815490309416 18.151042030982662 1.0156122601762347 2.7379722310609833 0.31799134141230262 1.02158737962844 0.018933323396697281 7.0225426993778894 0.13909804633235048 51.71333794470597 0.026504977611493341 0.011797902661112488
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 10 12 9 -9 -3 -1 -12 -7 -8
right_child=1 7 3 -5 -6 6 13 8 -10 -11 11 -13 -14 -15
leaf_value=-0.057090043379183657 -0.044440177956787348 0.032711737544437534 -0.036221123483462903 0.049609143334371622 0.021274007855753011 -0.033274992195092487 0.10628306633534242 -0.043159272579805487 0.046542426406943324 0.065180966368495658 -0.0043183933010796016 0.22977891021367816 0.23401627248153509 0.020074717527242564
leaf_weight=1801.4131221994758 280.30315525084734 1247.488256841898 1923.1483425498009 273.785151951015 2381.1723895482719 578.14466928131878 42.587920539081097 136.22174131311476 110.59170378744602 647.10520003922284 18.420508064329628 8.7368950992822629 3.5227712839841834 147.51627371832728
leaf_count=35412 2093 5424 13693 903 10014 8281 145 567 407 2717 185 56 27 629
internal_value=0 0.00919716 -0.00367939 -0.0255248 0.0143531 -0.0430099 -0.0141566 0.0384114 -0.0029659 0.0438017 -0.0551878 0.0709938 -0.0316562 0.0393875
internal_weight=0 6999.82 4858.41 2196.93 2661.48 2600.34 771.772 2141.41 246.813 1894.59 1828.57 27.1574 581.667 190.104
internal_count=80553 35818 26703 14596 12107 44735 9082 9115 974 8141 35653 241 8308 774
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=15
num_cat=0
split_feature=97 93 1 107 58 71 74 98 69 3 42 69 23 81
split_gain=186.721 149.315 159.851 244.47 196.296 53.176 32.1825 38.7022 42.3004 28.9624 14.5704 8.45729 8.17812 2.6631
threshold=1.7025270016981582 0.2063287790804198 16.752319674623955 6.3327231177353456 0.013572078355924036 18.464022038374274 2.5265576923700164 0.4328090878465039 0.42281023960523584 576.47910864311734 0.045135257054234733 0.098600856939260392 1200.9291793480431 0.42796976096483313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -4 11 7 10 -9 -7 -1 -2 13 -8
right_child=1 2 4 -5 -6 9 12 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.012255962848715682 0.02990275864925597 0.016524335815260034 -0.040018513993023627 -0.014780096307386848 0.035554209536836336 -0.0016694143274681276 -0.04507813779012692 -0.026290765385072391 0.055774496431874668 -0.040845528670198063 -0.051527183415064563 -0.081694262162354148 0.14801171442911235 -0.07357395319286153
leaf_weight=124.16437784582376 7.0508736297488204 6209.8239031210542 382.22187458351254 4169.8138062693179 3410.3275796063244 435.42209254950285 38.959448080509901 166.34174671955407 100.91415912099183 333.04998491331935 395.13105309568346 184.16648211330175 1.7478075809776772 207.31812790594995
leaf_count=2001 33 27632 1622 18186 14285 1319 241 1997 946 2089 5783 1086 16 3317
internal_value=0 0.00778314 0.0103681 0.0039484 0.0279378 -0.03039 -0.0361281 -0.026224 0.00469656 -0.018648 -0.0421374 -0.0775793 -0.0675364 -0.0690661
internal_weight=0 15131.9 14172.2 10379.6 3792.55 959.689 1034.58 786.551 267.256 768.472 519.295 191.217 248.025 246.278
internal_count=80553 66252 61725 45818 15907 4527 14301 10727 2943 3408 7784 1119 3574 3558
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=15
num_cat=0
split_feature=51 73 73 39 93 70 93 78 76 93 83 95 13 79
split_gain=569.876 233.293 170.797 193.684 126.89 146.286 137.05 125.886 74.9931 60.6355 39.6691 32.2132 88.6184 31.7561
threshold=0.0011288970712331973 0.48877631821601603 1.45005950221752 9.4666986210174979 0.36312129427053258 15.605831183731821 0.21931764144284985 1.0167688199019629 1747.5000000000002 0.44840271601160103 0.089988702146336794 0.017923805900648349 0.58130283283857442 1.0147072088063134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 6 -6 -3 -5 10 -10 -1 12 -4 -13
right_child=2 4 11 7 5 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.12390988795295213 -0.05951467420704766 0.018965246009625174 -0.053940001229864747 0.07126563388437071 -0.02522188245560656 0.024815753100995624 -0.026156442445593543 -0.019305706339713739 -0.10886103746985774 0.06371590050170578 0.044788777048914957 -0.01596868775347586 0.082438616406145346 -0.073483579401157545
leaf_weight=65.986551843583584 451.43815326876938 968.76125086471438 405.77858701720834 312.35703520104289 728.62377480603755 2948.9819194599986 2205.9446304459125 301.67121475189924 56.468971539288759 31.838124062865973 1596.6174730863422 104.53694795817137 53.985528938472271 1175.4079786576331
leaf_count=146 9618 3632 4045 1274 7519 10141 9207 2032 300 193 7573 1839 279 22755
internal_value=0 0.0105827 -0.0413203 -0.00978994 0.00225866 0.0149021 -0.0123876 0.0267681 0.0431594 -0.0466404 0.047929 -0.0606307 -0.0379264 -0.0687862
internal_weight=0 8603.22 2805.18 1065.47 6852.31 3677.61 3174.71 614.028 1750.91 88.3071 1662.6 1739.71 459.764 1279.94
internal_count=80553 38711 41842 12924 30499 17660 12839 3306 8212 493 7719 28918 4324 24594
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=15
num_cat=0
split_feature=51 49 98 85 51 41 49 32 103 111 103 101 51 98
split_gain=372.083 325.801 151.674 145.852 136.403 74.5925 64.2919 31.12 46.8613 45.6872 24.7551 16.9277 12.1237 3.49497
threshold=0.00050267351192430745 0.24057503530416921 0.50667934312141805 0.084777829122798645 0.000939446654299367 0.073318121346217277 0.43228652048144295 10.897029295799362 1.3737990551750183 5.3200234664603405 0.75843261715033716 0.10079704743508715 0.0003225134866865066 0.73751364972635602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 5 -5 -2 -3 8 9 -1 -4 -9 -13 -10
right_child=1 2 10 4 -6 -7 -8 11 13 -11 -12 12 -14 -15
leaf_value=-0.033741565691554454 0.65357355406459661 0.011195772939680755 -0.012757168163306177 -0.016352449593939066 0.023937903564177812 0.068249471487493482 -0.039525381491232761 0.18283836540559026 -0.023070524316781176 0.084138431557039678 -0.054869699163515542 -0.069776915493002953 -0.044503369199415672 -0.076292759781800057
leaf_weight=74.550061978399754 2.186344437301158 1087.9095060862601 161.86594387516379 1072.8698024172336 3875.8504954930395 521.63980960845947 324.43291335739195 2.8195857405662528 14.125067915767429 58.819802224636078 1014.1140445042402 664.26968951150775 265.72945237159729 97.542521482333541
leaf_count=661 42 5949 1269 7955 22784 3248 3412 14 152 437 13668 15288 3909 1765
internal_value=0 0.00668834 -0.0225445 0.0205144 0.0152031 0.0706925 -0.000455518 -0.0534829 -0.0217685 0.0182468 -0.0490732 -0.0618137 -0.0625555 -0.0695606
internal_weight=0 8060.87 2588.32 5472.55 4948.72 523.826 1412.34 1177.86 245.037 133.37 1175.98 932.819 929.999 111.668
internal_count=80553 58327 24298 34029 30739 3290 9361 22226 3015 1098 14937 19211 19197 1917
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=15
num_cat=0
split_feature=40 67 78 79 75 95 13 23 13 60 71 79 4 22
split_gain=439.488 282.172 208.823 262.158 128.567 98.2469 77.5841 66.7283 64.7141 32.0328 31.3959 17.8598 13.127 1.97483
threshold=0.53768852182632354 0.019965468616680016 1.0164377565200302 1.0183494178532346 15.191482103905033 0.12423323075295863 1.1505866123109743 736.55175555760434 1.4914216012506707 0.082500588380053141 11.897857411041942 1.0235591673202746 1.4829675992930831 70.75872902073543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 -4 5 6 -2 -3 9 -1 -7 12 -6 -10
right_child=4 2 3 -5 11 10 -8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.056552787692865918 0.0031701727932252205 -0.055108192582708826 0.035454775696522799 -0.020640552203333502 -0.036895469188805811 0.16943038219539744 0.10091629635798433 0.031355261126032076 0.13824593701645702 -0.0058937398192508436 0.05905562637826537 -0.11981597783948238 0.067329178647979701 0.081202231334347397
leaf_weight=1833.284629765898 1915.5634116884321 875.85785136930645 1603.2221605237573 1734.4294452592731 12.302075233310459 28.671153027564287 84.797936823219061 99.385768797248602 12.710239529609682 133.93809066340327 254.78570029884577 5.2406643927097312 682.80170005187392 11.614869318902491
leaf_count=33322 9170 9084 8108 12996 73 85 249 407 24 2007 986 20 3996 26
internal_value=0 -0.0199661 -0.00558984 0.00630452 0.0266155 0.0151214 0.00731376 -0.0462968 -0.0510992 -0.0531037 0.0702198 0.064098 0.0654846 0.111008
internal_weight=0 6304.44 4312.9 3337.65 2984.16 2283.82 2000.36 975.244 1991.55 1967.22 283.457 700.344 695.104 24.3251
internal_count=80553 65974 30595 21104 14579 10490 9419 9491 35379 35329 1071 4089 4069 50
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=15
num_cat=0
split_feature=97 38 21 110 99 97 92 87 64 1 30 13 21 49
split_gain=161.664 135.248 154.355 207.023 117.336 115.876 49.8021 22.3422 42.2777 107.587 35.042 16.4354 10.6166 16.9372
threshold=1.4978188326063526 3.9487881610583231 23.244466922322278 1.6293859745408767 2.5030975700490177 5.0674109248000567 0.32901994056458261 16.748693739397151 0.15738515808885542 1.1374730665218773 4.4923024105649771 0.6357882659792421 34.910417408084832 0.1055052336332182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 10 -10 -1 -7 13 -9
right_child=1 2 3 -5 -6 11 -8 12 9 -11 -12 -13 -14 -15
leaf_value=-0.040471738540596408 -0.05096968876697279 0.028148590161055503 -0.063670931505177122 0.0055853725145847176 -0.025899890907625907 0.052150920966805292 -0.012577255369213756 -0.070091404237773977 -0.077288011012343075 0.75794485521569188 0.12116333581649948 -0.0031756169054922563 -0.069920899511877271 -0.023777191590482628
leaf_weight=99.416394473984838 697.04650164954364 4831.3047254309058 456.38367892988026 7954.1179190929979 438.08767680265009 210.55770491063595 655.71601986885071 126.21846289746463 4.0211070664227 2.5016906037926674 15.504561968147753 72.070785544812679 206.26878376305103 210.8936386667192
leaf_count=1835 3707 23206 2039 34300 1708 962 3483 2751 54 32 215 335 3198 2728
internal_value=0 0.00698602 0.0102352 0.00182728 0.0236551 -0.020193 -0.03236 -0.043385 -0.00460797 0.243049 -0.0186647 0.0380426 -0.0520515 -0.0411177
internal_weight=0 15315.3 13679.9 8410.5 5269.39 1635.39 1352.76 664.825 121.444 6.5228 114.921 282.628 543.381 337.112
internal_count=80553 69740 61253 36339 24914 8487 7190 10813 2136 86 2050 1297 8677 5479
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=15
num_cat=0
split_feature=35 9 78 79 78 89 45 58 51 53 77 51 103 12
split_gain=498.006 211.731 168.605 193.06 132.126 106.831 119.102 89.8582 72.3622 30.6071 21.0828 8.20282 5.62919 4.75185
threshold=122.08801950709267 3.4369833877181102 1.0168008195586338 1.0245027673750959 1.0157250961200093 0.17738672330655009 16.906535940992814 0.058778622375697774 0.00021627338917685218 0.0046477034418974522 234.05555555555557 0.00012896101763471075 0.19365684962990801 0.5806556449707122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 7 -4 5 12 -7 -3 13 -2 -10 -11 -1 -6
right_child=1 2 3 -5 8 6 -8 -9 10 11 -12 -13 -14 -15
leaf_value=0.10502696935926636 0.10171043406518823 0.016754043525084014 -0.011330053683421645 0.049412348875375295 0.054479647068074469 -0.068299831134627842 0.0096805739012543867 0.049228929051001687 0.12372568813676788 0.0038442326189396386 -0.066603810109433753 -0.077350558551595366 0.17549010621108396 0.13853758288165824
leaf_weight=28.61731293797493 10.202563673257826 3116.1279163807631 3607.9350268915296 612.00645919144154 12.583535328507425 326.28905629739165 489.97724682278931 1172.6950077004731 5.8445059023797503 12.952030226588247 1382.5621250057593 316.27111275494099 18.776517331600189 14.445526450872419
leaf_count=52 27 11759 15190 2294 34 7892 4780 3991 21 43 30313 4101 31 25
internal_value=0 0.0085808 0.0116704 -0.00252075 -0.04384 -0.0130162 -0.0214908 0.0256337 -0.0626478 -0.06887 -0.0658026 -0.0741563 0.132943 0.0994039
internal_weight=0 8848.19 8508.76 4219.94 2279.1 863.66 816.266 4288.82 1415.44 339.426 1388.41 329.223 47.3938 27.0291
internal_count=80553 37405 33234 17484 43148 12755 12672 15750 30393 4171 30334 4144 83 59
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=15
num_cat=0
split_feature=71 13 93 9 70 93 9 16 46 3 49 88 15 19
split_gain=313.52 305.521 166.08 172.58 91.7972 86.5334 91.4224 81.5374 32.6239 27.682 68.8594 23.9344 19.3727 15.8136
threshold=21.919799266638368 0.51063454735757396 0.27873804252873319 3.5289842175339876 17.504326099168111 0.66927917758154232 3.4979921110582439 0.15062666316103387 0.038612701045946073 201.63757699181056 0.19810827098462849 0.67048085223462028 0.12698474832844794 1.3422792297005786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 11 6 -3 -1 -7 10 -6 12 -2 -11
right_child=4 5 3 -5 9 8 -8 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.06518586364059302 -0.059059461990532428 0.018333636990377707 0.033490194664018313 -0.0075805334392084547 0.075812636731709321 -0.071589973565322138 -0.026349879941640331 0.07820205825569447 -0.020752581088583737 -0.063440458886789106 -0.082502338714753168 -0.044189948070565151 0.022221487604910301 -0.03230458597041392
leaf_weight=42.351534577086568 32.670936474576592 716.05488009564579 2307.7392879929394 1837.9566881433129 53.435563676059246 376.57963986136019 1269.994187746197 623.58014626428485 189.8817967697978 951.30358095746487 56.547748453915119 91.249477460980415 286.17443867400289 196.879174657166
leaf_count=480 223 3686 14776 13815 317 4074 10903 3352 1576 19461 375 905 1524 5086
internal_value=0 0.00789262 0.022728 0.0152819 -0.0401185 -0.0200729 -0.0102396 0.069083 -0.0545489 -0.0535108 -0.00558476 0.000969005 0.0138929 -0.0581016
internal_weight=0 7364.14 4811.63 4145.7 1668.26 2552.51 1986.05 665.932 566.461 1258.17 109.983 410.095 318.845 1148.18
internal_count=80553 52662 32423 28591 27891 20239 14589 3832 5650 25239 692 2652 1747 24547
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=15
num_cat=0
split_feature=62 91 77 75 77 104 101 30 83 73 97 31 91 85
split_gain=377.709 205.029 183.082 127.222 97.6639 63.9101 51.9972 47.5508 39.0898 39.1953 38.9133 39.7582 18.2356 14.7548
threshold=0.02447826134566106 0.37188065834148915 505.61111111111114 14.100380653011204 2028.5000000000002 67.077850015745 0.77083586554344052 17.748895675464169 0.77639118860517653 -0.37421838319464462 4.872111983632081 75.135000970531351 0.1207018628368761 0.041344585209994338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 12 -8 9 -1 11 -3 -7 -12
right_child=1 10 4 -5 -6 6 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.091584219506502015 -0.032434678932113541 0.019822891614457001 0.0078928247560843424 0.036756040350502804 0.071530396700073232 -0.041050277593803502 0.63047893939268762 0.13638979956060934 0.63282791840254271 -0.050021675962225065 0.14825671728543305 0.068626179496631551 0.11332985060355726 -0.036913558869933825
leaf_weight=19.762827258557081 2019.55373061914 228.78664302267134 3665.8239848446101 306.01190084964037 258.14308198168874 20.103048855438828 2.8036705367267114 6.3807696253061295 0.84253653697669406 1786.3910041218624 4.6249887421727172 617.38543367758393 12.352933982387183 61.846806859597564
leaf_count=79 14687 1077 17530 1254 788 272 21 57 11 41379 16 2986 60 336
internal_value=0 0.00536844 -0.0010972 -0.0233301 0.0120793 -0.045332 0.0771521 0.287217 -0.0481546 -0.0484722 0.0496434 0.0554308 0.0177077 -0.0240297
internal_weight=0 7162.18 6249.53 2325.57 3923.97 1848.64 41.6404 9.18444 1807 1806.15 912.644 846.172 32.456 66.4718
internal_count=80553 38674 34259 15941 18318 41879 410 78 41469 41458 4415 4063 332 352
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=15
num_cat=0
split_feature=97 51 97 111 78 43 43 31 104 29 54 26 104 103
split_gain=139.977 108.554 116.697 133.117 84.4431 36.9737 49.5035 22.9549 15.6437 21.9804 19.9619 11.3802 6.30079 0.859617
threshold=1.4788848864025259 0.00011501233261313872 4.4839177378882171 3.0170811598536313 1.0244177730340172 0.15971158159802548 0.66447360036021508 174.59589593490892 15.350780896754562 4.8654714937645682 0.10023401407398667 11.218064735072941 4.2377117604095824 1.6682821909431829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 12 -11 -10 -1 -13
right_child=1 2 4 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.014073342849344948 -0.014402389497931538 0.016399943095284818 0.025140661642655927 -0.0074031287297006481 -0.023416476675056676 0.43708255487081638 -0.020898548826554272 -0.054093504346301696 0.16879192374389818 -0.037306595654870149 0.036026766272794448 -0.076918531622874764 -0.054970278388125675 -0.062841434756675682
leaf_weight=44.753342214971781 246.82761500030756 3901.7534150201827 4364.7944685034454 5905.4745679814368 390.1579342931509 3.8534564226865751 6.0903865769505501 355.67512133345008 2.0146029982715836 74.946018220856786 73.544118024408817 91.613934485241771 238.06578116118908 82.390729207545519
leaf_count=808 1700 19467 17838 26096 1569 31 33 3324 33 1436 866 1224 4354 1774
internal_value=0 0.00656554 0.00830008 0.0020668 0.0211564 -0.0346767 0.156579 -0.0378332 -0.042394 -0.0321412 -0.000986086 -0.0675171 -0.0484987 -0.0702531
internal_weight=0 15174.6 14562.2 9807.23 4754.95 612.447 9.94384 602.503 607.329 431.309 148.49 176.019 282.819 174.005
internal_count=80553 70058 64970 45563 19407 5088 64 5024 10495 7464 2302 3031 5162 2998
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=15
num_cat=0
split_feature=34 78 78 62 97 63 3 77 3 17 69 6 78 3
split_gain=479.149 175.097 182.128 128.371 90.2898 125.094 84.0093 75.8136 60.1442 55.4406 45.1447 29.7881 116.159 29.7528
threshold=77.878978253318976 1.0168008195586338 1.0243771996386293 0.006183780619384697 2.7962291507049222 0.027002589829519183 147.73779313810567 351.27777777777783 37.408343688120809 0.37470815024717641 0.090134805934844561 0.26369057033171805 1.016255894873342 31.428254712513134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 8 -6 -4 9 -2 13 -11 12 -9 -1
right_child=1 2 6 -5 5 -7 -8 11 -10 10 -12 -13 -14 -15
leaf_value=0.23506331443977169 0.13236120148752831 0.081257163861645582 -0.07285692193257727 -0.020221856824378281 0.016979972002829104 0.061011327929866091 0.043299018794357026 0.12371999647424169 -0.028240532690982201 0.13128246270683411 -0.0093351763329665109 -0.069228798258131899 -0.077733738880316927 -0.036424999580885055
leaf_weight=4.0806956533342591 24.559906492009759 129.19324793294072 67.516251320019364 3549.5468287840486 3356.3293481301516 798.788529176265 800.56321641616523 40.032139766961336 461.17069688439369 40.929835444316268 51.632009617984295 1096.3026605024934 100.41998450830579 374.28621548227966
leaf_count=12 58 508 896 19320 14153 2643 3150 105 3334 249 364 27825 2749 5187
internal_value=0 0.00701121 -0.00693583 -0.016658 0.0206757 0.0254447 0.0342648 -0.050672 -0.0201201 -0.0165264 0.0528444 -0.0636739 -0.0203147 -0.033497
internal_weight=0 9187.67 4546.82 3678.74 4640.85 4155.12 868.079 1707.68 485.731 470.929 92.5618 1236.75 140.452 378.367
internal_count=80553 44062 23874 19828 20188 16796 4046 36491 3392 5812 613 30679 2854 5199
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=15
num_cat=0
split_feature=97 33 55 93 99 93 21 0 21 24 61 108 34 91
split_gain=364.805 213.641 194.6 160.784 122.977 97.887 93.1352 84.3591 60.9487 54.9955 53.5934 51.4193 32.6842 27.5061
threshold=2.83317527668027 12.434708158943293 0.36963387319378443 0.31603435280610676 0.8970055901795656 0.63026230879424905 4.2004394622937413 2.7377353624543415 22.433443821857995 4.1139688122517066 0.019695203766472161 0.37139988418711462 50.414893216716457 -0.056667090691526693
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 6 -1 -7 -5 10 -3 13 -11 -4
right_child=1 9 11 8 -6 7 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.087162987509294812 0.082612101103730254 0.048587595382157955 0.21517928631808411 -0.026192292827508054 -0.009452587242496575 0.032139287280864008 0.031192653126645677 -0.036234258515682988 0.061777546201911039 -0.010627719039041765 0.52375226209765857 -0.053626302811804763 -0.057556791053686752 0.019264776733150298
leaf_weight=67.674717204645276 322.59428943134844 15.711248237639667 9.2066833991557342 1339.6907173441723 263.68569868430495 292.31458316836506 3788.0057698264718 471.53317144326866 83.677620703354478 164.54747196473181 2.796132080256938 446.93176394887269 1512.9713691566139 32.336374491453171
leaf_count=275 1654 118 46 14146 2087 2348 21032 2310 595 1246 25 7776 26725 170
internal_value=0 -0.0249253 0.0162892 -0.00286741 0.041205 0.0226362 0.0291153 -0.0100686 -0.0210207 -0.0510621 0.120376 -0.0437346 -0.0529535 0.0626829
internal_weight=0 3705.67 5108 2009.65 586.28 4619.53 3855.68 763.848 1423.37 1696.03 18.5074 488.475 1677.52 41.5431
internal_count=80553 46596 33957 18482 3741 25965 21307 4658 14741 28114 143 7992 27971 216
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=15
num_cat=0
split_feature=15 73 77 7 6 67 67 91 7 73 79 93 5 43
split_gain=350.756 227.721 217.474 177.088 111.624 91.2292 62.1142 66.0818 47.8774 74.4944 43.3321 20.1806 18.294 51.9543
threshold=0.51017427966851847 3.6044934848199959 2028.5000000000002 0.52117550451441486 10.594836153278736 0.035323344649210796 0.21600001545305689 0.37188065834148915 0.63496532505031278 7.0225426993778894 1.0195088731735813 0.65995594951871528 43.365514619633664 3.0272828754421739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 7 -2 10 -10 -3 -8 -6 -14
right_child=4 8 5 -5 12 -7 11 -9 9 -11 -12 -13 13 -15
leaf_value=0.010476635888902621 -0.00047335943741875136 0.066026658884883765 -0.054110792461275474 -0.044674166151838918 0.071393430430586768 0.089386189249800851 0.0081845287162879803 0.055578750220948117 -0.010453519126477816 0.043583093194178968 -0.021437879718066738 0.066636341529210372 -0.091267972805408923 0.069897764521815231
leaf_weight=698.86231699213386 1585.759305819869 267.63124237209558 56.481834046542645 3488.2755190711468 487.41946882009506 205.49768531136215 76.135395515710115 242.49149626586586 884.03988449275494 358.61230881512165 71.849597861990333 263.4587391987443 27.939277082681656 70.408612735569477
leaf_count=7074 7243 1358 1029 48205 2948 513 415 1136 6094 1654 680 1651 126 427
internal_value=0 -0.0183516 -0.0299389 -0.0354691 0.0247224 0.0584488 0.0142565 0.00696116 0.0142331 0.0051407 0.0475152 0.0535317 0.0634552 0.0241128
internal_weight=0 6031.25 4449.12 4187.14 2753.61 261.98 2167.84 1828.25 1582.13 1242.65 339.481 339.594 585.767 98.3479
internal_count=80553 66607 56821 55279 13946 1542 10445 8379 9786 7748 2038 2066 3501 553
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=15
num_cat=0
split_feature=97 93 13 30 9 30 30 21 55 105 23 47 82 74
split_gain=118.552 116.151 108.839 102.654 80.0689 40.9639 48.6919 20.7607 23.8917 31.4525 18.1551 10.8875 1.98336 20.5868
threshold=1.4414705163233914 0.20298034673868084 0.33439759848041756 6.3953405301206674 6.7359853746719418 23.21581772794141 35.398911866800155 34.910417408084832 0.32870189364550301 12.260488122193655 157.65592618977556 0.012422380058408651 8.3454014996054333 2.0857622713896604
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 11 -7 8 10 -10 -1 -2 -9 -14
right_child=1 2 3 -5 -6 6 -8 12 9 -11 -12 -13 13 -15
leaf_value=-0.050657629111421847 -0.08633373414485461 -0.030936666035117022 -0.012141643353953169 0.015233564579828591 0.01036153474949611 0.040279360234858258 -0.030588286238991388 -0.074077321991728826 0.049911208371899218 -0.048956175580499181 0.21153921020767563 -0.030585001364405336 0.49615606062036133 -0.07602010625616018
leaf_weight=234.71114023402333 134.26298901438713 1131.0727606602013 1570.8591909501702 10702.701086483896 802.58304500952363 117.27884062752128 559.40800943784416 155.79369886592031 71.809653498232365 58.3016436714679 2.6709008067846289 47.398727737367153 0.6968307550996532 6.4431115314364433
leaf_count=5004 900 7662 8986 44693 5024 380 2780 2748 914 958 18 269 11 206
internal_value=0 0.00609757 0.00825579 0.0117299 -0.0137954 -0.0296249 -0.018306 -0.0420037 -0.0288305 0.00560967 -0.0477075 -0.0717879 -0.0717154 -0.0201779
internal_weight=0 15065.6 14207.2 12273.6 1933.66 858.349 676.687 530.427 367.493 130.111 237.382 181.662 162.934 7.13994
internal_count=80553 70694 66365 53679 12686 4329 3160 9859 6894 1872 5022 1169 2965 217
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=15
num_cat=0
split_feature=85 39 77 72 69 71 57 51 105 79 79 39 79 26
split_gain=411.894 178.115 134.352 144.568 105.798 92.4068 84.6456 51.8941 36.9266 101.575 30.4965 21.1531 20.5854 1.87321
threshold=0.1832406273354675 9.0106952319873717 1783.2777777777781 1.396059297172741 0.053486299880574809 16.774759594550179 0.0030983864150438798 0.0016099541798476789 6.6932953975284528 1.0163821285855128 1.0246387631364249 13.855657820177784 1.0134697166599345 105.3421161906851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 11 -6 9 -8 -4 -2 -10 -13
right_child=6 2 10 -5 7 -7 8 -9 12 -11 -12 13 -14 -15
leaf_value=-0.084314475687472523 -0.085512973289792515 0.023343673138627247 -0.11636763808596923 -0.0058641095795856878 -0.022640809205841359 0.12729286013237728 0.087181384993272645 -0.070340507093669943 0.023088440503113289 -0.075746103254983571 -0.018479617847351061 0.1549737058952832 -0.067774176548876144 0.10224050664248832
leaf_weight=27.989740421995521 6.1274981722235671 5039.3820171384141 96.333672637119889 2553.2129771597683 1247.1471500145271 78.556330692023039 61.172006411477923 279.12656314950436 25.523807395249605 102.18166773766279 47.529437070712447 9.0532581061124784 1078.7698234673589 26.32079903781414
leaf_count=340 96 20106 416 11121 13609 187 597 6330 643 3109 233 15 23683 68
internal_value=0 0.00537355 0.0117078 0.0135218 -0.0246387 0.0717034 -0.0545088 -0.0313642 -0.0591097 -0.0147337 -0.0840274 0.086023 -0.065674 0.115736
internal_weight=0 9369.28 7736.46 7592.59 1632.82 106.546 1309.15 1526.27 1267.65 163.354 143.863 41.5016 1104.29 35.3741
internal_count=80553 52342 31876 31227 20466 527 28211 19939 28032 3706 649 179 24326 83
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=15
num_cat=0
split_feature=97 39 97 69 13 38 93 58 44 13 75 84 9 111
split_gain=313.879 193.153 244.423 182.226 151.393 106.651 93.228 61.8177 53.1021 86.5776 48.8132 47.299 15.442 23.3911
threshold=3.6910910453823624 6.8407020720454152 2.289216839774848 0.56330512031612268 0.60450958394303866 4.7284149991389484 0.42968129790453813 0.056241051747251442 25.285978938429128 0.35969087686835782 2.8207129416210512 0.16468679168021291 7.0760494247566328 5.2602056874787744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -4 -1 -6 9 10 -2 -11 13 -10
right_child=8 2 5 -5 7 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=0.063310247106428394 -0.025836858437744765 0.030514172629737199 0.031988026116580602 -0.056047379353612585 0.0159861302286869 -0.035115529148890927 0.018730915187864929 -0.057994077531602177 -0.063409445600172976 -0.047680806833750207 0.10758955355709335 0.0055130046346934317 -0.067596400988558569 -0.00071800370838840668
leaf_weight=1089.4571483712643 43.848864750936627 1963.2789245322347 269.46941224019974 277.58364461921155 230.70091484859586 1956.6154157100245 823.8686335273087 221.29012721404433 142.73492324724793 649.48192579578608 73.178135942667723 225.0913370847702 534.35004373826087 102.08033683057874
leaf_count=6140 358 12263 1308 5449 972 15413 5440 1237 2987 10270 417 2449 13959 1891
internal_value=0 0.00871195 -0.00352317 0.0197915 0.0318182 -0.0269926 0.0441146 -0.0202338 -0.0385318 -0.0231813 0.057596 -0.0339902 -0.0580675 -0.0372691
internal_weight=0 6832.26 4466.95 2240.86 2365.32 2226.08 1913.33 451.991 1770.77 991.6 117.027 874.573 779.165 244.815
internal_count=80553 48222 34433 17712 13789 16721 11580 2209 32331 13494 775 12719 18837 4878
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=15
num_cat=0
split_feature=73 76 40 81 7 73 48 71 91 78 111 34 49 71
split_gain=309.751 162.927 173.421 107.084 140.223 94.7066 82.3498 78.146 69.417 62.5188 48.2614 44.7544 36.2753 36.2146
threshold=2.4838911920713898 2548.5000000000005 0.47935349996168913 0.36576013220742709 0.61161589976524378 6.785585374601685 0.51447779883934852 5.3727969069082882 0.39064999560618485 1.0211994192327145 10.143381786212027 64.462984623596626 0.24485970097646778 44.2577156548681
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 7 -6 -1 -2 -4 12 13 -11 -3 -5
right_child=3 9 8 10 5 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.046615134859448994 -0.055188360927342174 -0.081530773689604139 -0.0031186198610465067 0.022688001718900726 -0.023090028084603163 0.035569744678411522 0.0081157464089518412 0.06086664629654958 0.094012892027622821 0.066228513346809445 0.052916813130228418 -0.091888698086610765 0.10935121350300168 -0.091573521923423842
leaf_weight=2609.0876947352663 66.264722412452102 10.700752280652521 1272.1674797451124 932.64980598166585 1455.9569179452956 339.39024269208312 307.29324526153505 466.32862243801355 78.09429470077157 34.025250362232327 767.62635947391391 37.774539291858673 143.02934139966965 28.588851567357779
leaf_count=43946 721 151 7409 3980 12435 1642 1264 2862 346 287 4758 281 326 145
internal_value=0 -0.0227516 -0.0271301 0.0153675 0.00136634 -0.0120011 -0.0408483 0.0464272 0.00249912 0.0600824 0.0342203 -0.0169584 0.0960644 0.0192897
internal_weight=0 4492.17 4266.64 4056.81 2327.94 1795.35 2916.38 532.593 1350.26 225.53 1728.87 71.7998 153.73 961.239
internal_count=80553 54010 52965 26543 17660 14077 45210 3583 7755 1045 8883 568 477 4125
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=15
num_cat=0
split_feature=38 7 111 28 37 89 97 35 93 51 68 30 77 42
split_gain=111.722 112.242 192.722 154.579 115.649 89.9203 82.4783 68.7369 52.1163 47.7042 35.9387 33.3656 21.1389 26.2997
threshold=3.9487881610583231 0.5889846817983232 2.6319379452525475 4.8729349355699574 193.77436145285802 0.50666168749904472 5.0674109248000567 25.266776584344637 0.42603679231533192 0.00068476773208191947 0.15363914940163753 5.7989521686791496 878.27777777777794 0.067633706483571754
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 7 -3 -4 8 -2 9 -1 -5 -10 13 -8
right_child=1 2 5 10 -6 -7 12 -9 11 -11 -12 -13 -14 -15
leaf_value=0.030036297617076019 -0.11068235013702508 0.039574349466733508 -0.018838382977540466 -0.011702794966374983 -0.048601883730838125 0.0076563627734820413 0.037706995048746805 0.048894958973339689 -0.051155678368203977 -0.054227073196280055 -0.057201129450419254 0.007190870326864717 0.10559999699626521 -0.044900832443659396
leaf_weight=73.911566581577063 29.557615106925368 2443.7030461579561 1509.1819823887199 240.78461920656264 158.38471244461834 8471.0650362027809 179.75477097928524 311.07217135466635 128.24163693748415 738.3482434488833 622.28031694702804 415.75026652216911 33.00769654661417 49.057708218693733
leaf_count=337 316 13849 7307 2730 640 38579 973 2456 1306 4709 4499 2528 182 142
internal_value=0 0.00717846 0.00996931 -0.0219945 0.0342072 0.00364991 -0.0205975 0.0350479 -0.0305173 -0.0465595 -0.0445076 -0.00656385 0.0307879 0.0199958
internal_weight=0 13786 12582.3 1203.69 2602.09 9980.25 1618.07 340.63 1356.25 812.26 863.065 543.992 261.82 228.812
internal_count=80553 70376 60375 10001 14489 45886 10177 2772 8880 5046 7229 3834 1297 1115
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=15
num_cat=0
split_feature=73 45 18 97 95 30 77 101 77 95 45 78 95 9
split_gain=409.28 212.225 201.623 177.032 125.084 124.547 115.614 116.084 114.295 67.2077 55.3372 49.7402 22.1452 27.8697
threshold=1.7130765821145502 24.904118904360505 0.072328303976906719 2.5494341240784446 0.0196689748556142 21.029432117379027 955.38888888888903 0.25358289388562744 501.83333333333343 0.0062398876494153205 19.030646349738344 1.0245090237701462 0.0038552854460176893 3.6533066887341024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 12 5 -5 7 -3 -1 -8 -4 -6 13 -2
right_child=3 6 10 4 11 -7 9 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.074454413697848124 -0.090120871699305216 -0.22699034680061325 -0.059637440648630302 0.049157926562092391 -0.04683048959598831 -0.014541501625972683 0.074779015999897488 0.026680221629012648 -0.07355897022997844 -0.053440027226363811 -0.014510045224495283 0.046691551877510694 -0.071718943409808916 0.047293495100326544
leaf_weight=275.9712132550776 25.085699642077088 18.105450734496117 670.57540924940258 409.16581870801747 1071.1520438129082 1228.6422121468931 47.712908342480659 4976.8705000029877 64.331992103718221 285.47147785779089 456.85602347087115 60.058152274228632 833.46744794771075 35.854750115424395
leaf_count=1110 122 70 15089 1388 13579 4534 208 18872 1703 1357 3276 651 18462 132
internal_value=0 0.0126814 -0.0209883 -0.0287849 -0.0162913 0.00137222 0.0219563 0.0257607 0.0464735 -0.0350787 -0.041351 -0.0418652 -0.0674641 -0.00927214
internal_weight=0 6795.89 1467.73 3663.43 2769.02 1637.81 5328.16 4994.98 340.303 333.184 1127.43 1131.21 894.408 60.9404
internal_count=80553 41685 21178 38868 20152 5922 20507 18942 2813 1565 18365 14230 18716 254
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=15
num_cat=0
split_feature=51 13 49 93 60 98 6 13 34 111 63 51 6 101
split_gain=242.942 233.455 192.527 154.629 126.098 90.0185 80.3587 48.282 95.1208 27.5056 27.2853 24.4452 13.6846 9.54073
threshold=0.00050267351192430745 0.51063454735757396 0.23034186428059664 0.37190797527875524 0.0013737144345315033 0.80519215154822943 1.3604219978464369 0.33439759848041756 199.6194371059228 5.2602056874787744 1.4808121573548199 0.00030570761755423432 39.423351373070879 0.1106008305807739
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 8 9 -1 -7 -10 13 -9
right_child=1 5 4 -5 -6 10 -8 12 11 -11 -12 -13 -14 -15
leaf_value=0.01648840482111982 0.060964730005982404 -0.028167289234204158 0.083106813739805011 0.015691061666926718 -0.021704927127356596 -0.051082622659341353 0.013434219243536626 0.26636683404874678 -0.064159562111104684 0.13310633783282511 0.017625500666796242 0.02604687358423536 0.18034895024134956 -0.064835224253256912
leaf_weight=38.739112555980682 1163.003149189055 883.38191858120263 125.95262087695301 2147.1982246413827 1294.6593065746129 767.07116266060621 978.77413748949766 0.87090412992983957 183.51616947352886 42.319471573457122 62.507870005443692 35.92151559703052 2.292507901787757 657.38212847337127
leaf_count=220 6233 7444 803 15022 13332 9060 5218 14 6171 295 1215 638 33 14855
internal_value=0 0.00500439 0.0183818 0.0315975 -0.0124122 -0.0185069 -0.00630098 -0.0484298 -0.015198 0.0773729 -0.0459055 -0.0493929 -0.0635476 -0.064397
internal_weight=0 7422.55 4730.81 3310.2 1420.61 2691.74 1862.16 961.042 300.496 81.0586 829.579 219.438 660.546 658.253
internal_count=80553 58327 35390 21255 14135 22937 12662 22226 7324 515 10275 6809 14902 14869
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=15
num_cat=0
split_feature=64 13 13 95 60 79 73 76 97 33 13 59 105 103
split_gain=271.41 189.835 183.692 163.048 47.5115 63.2127 30.8365 125.868 27.3508 24.4799 43.647 19.4887 13.899 10.776
threshold=0.01615261714609038 0.28186668593797798 1.2792698388302031 0.10523652380409777 0.013555226809125966 1.0243920774093713 2.7379722310609833 2548.5000000000005 9.0100291022737409 4.2396115523931419 0.25918699661692962 0.0079150385824096493 47.881396637352715 1.0962201605938908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 8 -6 9 11 -2 10 -1 -8 -11 -4
right_child=1 2 13 -5 5 -7 7 -9 -10 12 -12 -13 -14 -15
leaf_value=0.85146820205042106 -0.011701299208936105 -0.0090919179606257956 -0.032943497945737032 0.050794625185423596 0.070522322776475674 0.50334969157636089 -0.02722986148130721 0.83659694107284788 0.3241529589666054 -0.052749398677490636 0.020977919164626688 0.057826352902427575 0.038086181954121688 0.092841010471053836
leaf_weight=0.64619014877826231 95.084390193223953 5541.9318303531036 7.035731889307498 495.25564519874752 452.46476078405976 3.3995862305164328 221.42290181014687 1.7398726884275664 2.4882109723985186 1206.548054382205 30.601935148239136 30.669617211446166 17.083492262288928 213.09392226487398
leaf_count=23 1040 33505 23 2103 2772 19 4977 12 34 33735 751 588 210 761
internal_value=0 0.00405764 -0.00090748 -0.00417918 0.0601947 0.0737501 -0.0428194 -0.0110318 -0.00313664 -0.0492492 0.0381519 -0.0168819 -0.0514812 0.0888207
internal_weight=0 6810.75 6257.32 6037.19 553.437 455.864 1508.71 253.832 97.5726 1254.88 31.2481 252.093 1223.63 220.13
internal_count=80553 40257 36392 35608 3865 2791 40296 5577 1074 34719 774 5565 33945 784
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=15
num_cat=0
split_feature=97 93 9 65 107 30 30 21 47 85 111 111 96 21
split_gain=102.438 91.6348 91.3255 187.128 155.486 39.41 49.3257 12.6012 20.7534 35.367 15.9041 11.2495 0.469778 0.400592
threshold=1.3132996435664339 0.2063287790804198 7.7552996490953428 0.014083058606684755 7.652422260281698 23.534600928381266 35.398911866800155 32.187847316502662 0.14302659409995758 0.27966735758324252 91.84731291481134 10.661469512285981 2.1785372037985256 33.844339729719145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 11 -7 8 10 -10 -1 -2 13 -9
right_child=1 2 3 -5 -6 6 -8 12 9 -11 -12 -13 -14 -15
leaf_value=-0.062723572012424372 -0.070666421801437382 0.010405683875812475 -0.049753252374071064 0.028246355587111579 -0.01672577893327053 0.041718620819012307 -0.027356893499344972 -0.055443601310018499 0.18488275132838197 -0.019504340699433458 0.35250860696922776 0.12098329611409674 -0.02537671035781491 -0.077365319662166671
leaf_weight=139.80032092519104 177.78327637538314 7355.9554865248501 339.0274293795228 3315.5382315851748 2963.0977069381624 125.78601427748799 580.28508654236794 9.0233213994652015 9.3428567852824909 90.23363559320569 0.92854447849094768 3.1164897829294196 1.8849183619022358 109.42339887283742
leaf_count=3550 1276 36829 1477 14307 15630 411 2975 165 112 1479 17 15 31 2279
internal_value=0 0.00544759 0.00742598 0.0210105 0.00261493 -0.0257206 -0.0150511 -0.0484913 -0.0352638 -0.000327532 -0.0599838 -0.0673647 -0.0749071 -0.0756953
internal_weight=0 14860.6 13973.6 3654.57 10319.1 886.971 706.071 360.637 240.305 99.5765 140.729 180.9 120.332 118.447
internal_count=80553 72920 68243 15784 52459 4677 3386 7633 5158 1591 3567 1291 2475 2444
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=15
num_cat=0
split_feature=34 107 77 71 95 77 45 1 3 7 108 39 85 97
split_gain=333.402 147.141 125.514 112.242 78.3768 76.2272 51.2653 61.1988 43.3067 24.805 67.8737 10.9224 14.9283 10.1584
threshold=77.878978253318976 47.214439176777752 999.83333333333348 24.192913609112832 0.0073192491989271247 369.72222222222229 16.906535940992814 13.987959750769518 31.428254712513134 0.28000810705538554 0.9532271872094219 23.388343260382538 0.074367426265004269 4.9517526889584174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 8 -8 -1 10 -7 -3 -13 -11
right_child=1 11 4 -5 -6 9 7 -9 -10 13 -12 12 -14 -15
leaf_value=0.21577575660986492 -7.1038995016410865e-05 -0.083286477201713047 0.058162890808175743 0.023678415164570071 -0.057438630246015789 -0.078338766173863664 0.041857120419741829 -0.047045909501551825 -0.072902658031508569 -0.072356664096361586 0.070693488506490584 0.0043126438638455278 -0.077665690476850166 -0.036600127424086623
leaf_weight=5.3929096274077883 4346.0273959375918 171.10924324020743 68.12959012389183 3670.7682980895042 421.46458104625344 80.255351864732802 205.76487573701888 124.1470400467515 142.81925480719656 753.29447836894542 49.350471920333803 40.933417044579983 48.571686805225909 88.821908098645508
leaf_count=20 22671 2204 275 15091 3141 2799 1833 1072 4140 23852 417 174 506 2358
internal_value=0 0.005534 0.00780161 0.0108035 -0.0413521 -0.0462333 -0.0135449 0.00840259 -0.0623987 -0.0623173 -0.0215912 -0.0684801 -0.0401745 -0.0685853
internal_weight=0 8767 8506.39 8016.8 489.594 1449.85 478.124 329.912 148.212 971.722 129.606 260.614 89.5051 842.116
internal_count=80553 44062 41178 37762 3416 36491 7065 2905 4160 29426 3216 2884 680 26210
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=15
num_cat=0
split_feature=51 49 13 13 51 100 13 6 78 73 18 71 34 71
split_gain=212.164 210.274 202.94 83.4924 99.5578 65.1765 62.7512 56.8264 51.1378 40.7404 62.6581 36.2778 29.2019 23.0143
threshold=0.00064916566398978877 0.28593010124349405 0.45881736350016383 0.35534390510482322 0.00030570761755423432 0.48728103678133428 0.63119592734954055 2.7210854911851183 1.02158737962844 2.6356865617923284 0.046134399754115075 33.790370430746414 182.09020333833021 12.958556703963504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 12 8 -4 -2 -3 -5 -11 -6 -1 -7
right_child=1 5 6 9 11 13 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.047050768397223067 0.028263319141651866 -0.01891997128846179 0.0060179698174285213 -0.067838969478351996 0.053828936569266517 0.01660184396934912 -0.027515156082292172 0.066483083356702513 0.045942176418973017 0.61224490289930289 -0.018331957335675012 -0.065498312797962768 -0.063333956585607809 -0.054643818539278688
leaf_weight=27.027501303702593 2158.2543454058468 754.24878074228764 1869.2469684109092 673.23185119777918 217.17066950537264 48.856263222172856 795.56040514819324 474.56060341093689 144.90307201817632 1.5912820063531388 161.96684178337455 28.864023096859455 211.56710599642247 629.95912513881922
leaf_count=236 14013 6268 12182 14008 1624 555 6083 2677 987 27 2359 489 7604 11441
internal_value=0 0.00591707 0.0154614 -0.0378339 -0.00480408 -0.0261257 -0.00399312 0.0351524 -0.00846709 -0.0569632 -0.012197 0.0398298 -0.0508298 -0.0495161
internal_weight=0 6875.59 5297.62 1321.42 484.629 1577.97 2664.81 2632.81 899.152 836.79 163.558 246.035 238.595 678.815
internal_count=80553 54206 34955 26347 9953 19251 18265 16690 7255 16394 2386 2113 7840 11996
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=15
num_cat=0
split_feature=73 80 77 33 49 49 95 107 7 72 73 91 6 42
split_gain=238.344 136.753 166.463 120.448 86.7164 80.398 75.1619 69.8751 86.0036 62.8891 48.3507 27.824 23.298 20.0441
threshold=2.685482342517659 0.98525799157112137 2028.5000000000002 4.4491950260761177 0.19938435461778733 0.35437194855702953 0.10849428077716043 12.209623261419848 0.80803610991636632 3.6762777180165074 11.146044364102847 0.14849052731191772 1.7153934763567258 0.14171377727304579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 10 8 -7 11 -2 -3 -8 -9
right_child=5 9 4 -5 -6 7 12 13 -10 -11 -12 -13 -14 -15
leaf_value=0.059335500391132445 -0.0087294394059925368 0.026415598659975892 -0.069872085921379209 -0.035590347886901436 0.080780194970298674 0.055559758076244137 -0.051023335001392438 -0.0056794840211483082 -0.0022890462138621353 -0.020878905205285819 0.051334257675120544 0.079941073291481368 0.074602473415245979 0.072121471359708866
leaf_weight=138.94577935151756 1734.4705025060102 262.49704978242517 47.080958872102201 3519.7926416490227 202.72496923059225 402.70255869999528 16.213788732886314 36.07580828666687 710.2909096814692 210.1430934574455 145.24594821408391 154.14895720593631 164.93475547432899 403.40230019018054
leaf_count=1294 14352 1239 1017 50796 577 1949 216 99 2779 765 714 850 607 3299
internal_value=0 -0.0196392 -0.0265929 -0.0319854 0.0523867 0.0147868 0.0018402 0.031973 0.0186418 0.023723 -0.00408831 0.0462187 0.0633583 0.065735
internal_weight=0 4535.33 3908.54 3658.74 249.806 3613.34 2060.86 1552.47 1112.99 626.789 1879.72 416.646 181.149 439.478
internal_count=80553 56538 53684 52090 1594 24015 15889 8126 4728 2854 15066 2089 823 3398
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=15
num_cat=0
split_feature=103 6 71 97 55 71 95 97 41 77 102 55 97 79
split_gain=98.9963 180.713 168.572 124.228 169.193 115.369 102.395 82.693 56.6658 66.8036 58.5793 39.0986 68.5277 42.0471
threshold=0.40385990606848987 1.2684329998022139 26.843488774778873 3.735118970599058 0.10203803806529711 6.1575082843896132 0.0034433309707789252 10.820176959100968 0.056699091951967727 793.72222222222229 0.049816542488154862 0.046507147435868028 1.424785322673993 1.0186276088639701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 -3 8 -2 -5 10 -10 -1 12 -7 -13
right_child=1 3 -4 7 -6 11 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.039893609557374088 0.27762308799874885 -0.032551358020874929 -0.051213115894796629 0.013700552417892743 0.0044343934059466279 -0.060379114043385432 0.035891922150148331 -0.038547659192433248 -0.10002950674166465 0.056255237727642196 0.066754320870177047 -0.063918914368966712 0.1403449254526408 -0.018710918808204833
leaf_weight=65.386676670983434 17.650566831231117 2066.7733535133302 233.96467145159841 5562.5271869823337 3080.1035705106333 37.098165072500706 2428.3273266665637 320.36447114869952 69.242556925863028 45.207371328026056 242.57776968926191 543.37708105146885 31.408552257344127 331.09224915131927
leaf_count=896 76 11277 1240 24129 16676 1474 14298 1093 381 333 1709 4068 208 2695
internal_value=0 0.00658788 0.0298796 0.000928624 -0.0104176 -0.0216477 0.0376363 0.0108553 0.021783 -0.0382975 0.0441109 -0.0411029 0.0316476 -0.0468022
internal_weight=0 13709.7 2679.94 11029.8 5146.88 1365.39 2445.98 5882.89 422.414 114.45 307.964 942.976 68.5067 874.469
internal_count=80553 68789 15614 53175 27953 11764 14374 25222 3319 714 2605 8445 1682 6763
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=15
num_cat=0
split_feature=85 45 75 11 79 111 57 57 79 79 89 39 39 26
split_gain=307.162 123.613 211.483 166.566 157.6 135.562 73.4748 65.0256 48.1419 28.5066 107.484 17.4873 14.8962 1.18691
threshold=0.1832406273354675 23.557464098031513 0.89859190709097214 3.2386786691265401 1.0168952971256089 13.581606634876492 0.0030983864150438798 0.011985739472483423 1.0185808460470984 1.01653330695439 0.17738672330655009 13.855657820177784 28.518895043133508 105.3421161906851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -3 11 -1 -4 10 -8 -2 -11 -13
right_child=6 3 8 4 -6 -7 9 -9 -10 12 -12 13 -14 -15
leaf_value=0.088468698688573127 -0.085463070434423152 0.027734106209377093 -0.027179077177221195 0.011545809811910956 -0.03163058261454469 -0.054879957025674435 0.09967804249156352 -0.020159161519406908 -0.070937226879480411 -0.074602093707790668 -0.056214097169633971 0.14263876108365764 -0.039366192207426161 0.10008692172427636
leaf_weight=191.53558762930334 5.2077613566070786 3806.1591240111738 780.01981151197106 2025.4879957661033 1451.0447219172493 209.55844860058278 52.241505583748221 77.364952246658504 371.01095119584352 580.72308136895299 288.32549936976284 9.0149986892938596 151.22112613916397 24.023599982261658
leaf_count=692 96 14835 11538 8622 6774 2299 141 1343 6239 17860 7890 15 2141 68
internal_value=0 0.00442259 -0.0226303 0.00954965 -0.00647527 0.0234229 -0.0513447 0.0572155 -0.0412836 -0.0562015 -0.0323009 0.0848516 -0.0673223 0.111698
internal_weight=0 8912.18 1419.93 7492.25 3476.53 4015.72 1110.76 268.901 1151.03 1072.51 340.567 38.2464 731.944 33.0386
internal_count=80553 52342 19812 32530 15396 17134 28211 2035 17777 28032 8031 179 20001 83
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=15
num_cat=0
split_feature=97 39 49 79 97 85 38 97 55 8 73 110 103 2
split_gain=243.927 198.33 184.902 97.9496 82.5326 119.562 67.4837 64.3443 58.8954 43.1341 36.2774 27.2527 23.0401 20.7913
threshold=2.7766688019268493 7.5985206715316069 0.43228652048144295 1.0210771849264304 5.0674109248000567 0.094914189274323227 5.4962075190107171 2.289216839774848 0.095081707321779299 3.8179468697229759 1.2391672907624975 0.2639224359276201 0.07791186959809672 4.9258233248240089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 5 -2 -3 -5 -1 -6 -8 12 -4 -13
right_child=1 6 11 7 9 -7 10 -9 -10 -11 -12 13 -14 -15
leaf_value=0.028563120957910606 0.059842349876802585 0.0017618589107204559 0.0099931380097253927 0.068728019683473793 0.046678664897055223 -0.0051411127738962368 -0.06763908458364927 0.012787357761326204 0.0010137922871543163 -0.067490727356651695 -0.037562787628353168 0.19419969129194256 0.26679569957656363 -0.05559884592601904
leaf_weight=1330.2422490566969 415.65056096762419 293.92705937847495 28.609504569321871 601.86429375596344 39.716442020609975 888.0363017404452 694.10145006980747 312.30928660370409 1862.4603817965835 198.39560771547258 949.84064107015729 3.3589632660150519 3.9796788059175006 414.65308580826968
leaf_count=8710 2587 2671 152 4255 423 5860 16769 1475 10116 4148 15089 14 21 8263
internal_value=0 -0.0210759 0.0140842 0.0207561 0.0056895 0.0155774 -0.0423709 0.049617 0.0124922 -0.0484476 -0.0502615 -0.0467248 0.041353 -0.0535916
internal_weight=0 3479.67 4557.48 4106.88 1541.8 1303.69 1937.87 914.174 3192.7 238.112 1643.94 450.601 32.5892 418.012
internal_count=80553 47547 33006 24556 13018 8447 34529 5730 18826 4571 31858 8450 173 8277
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=15
num_cat=0
split_feature=55 91 77 59 80 77 59 105 104 71 39 21 99 99
split_gain=200.778 165.819 116.802 144.101 83.2475 76.0507 54.926 44.7554 32.1131 30.7295 29.0963 24.7789 24.7546 11.3961
threshold=0.094219979486609581 0.4253566335713988 2214.1111111111118 0.039668349967966761 0.72706159646874646 3089.5000000000005 0.032464749634957539 25.480191762428245 320.6010565035977 72.652917738700452 3.1818639777817546 8.7245244778397666 1.2484673097045287 0.85541702576211265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 -4 11 12 10 -8 -1 -6 -3 -9
right_child=1 7 5 -5 6 -7 9 13 -10 -11 -12 -13 -14 -15
leaf_value=0.019378583267446889 -0.012684408427933691 0.027041183924347525 0.089728226137800529 0.027014190610178696 0.070368271129033988 -0.081784976170344387 -0.070676612657965557 0.10011724072287959 0.27162121190954142 0.082677717378441373 -0.048278963603336202 0.0084359356664129494 -0.078835781184487821 0.062120635687013176
leaf_weight=66.655323448590934 4146.1886677574366 106.63200101256371 205.29614637978375 1173.0498252166435 104.40599855594337 29.577507335692644 99.240543648600578 103.17292143404484 3.207635235041379 15.047934100031851 1370.2134970603511 169.45276724919677 27.850340940058231 335.98934432864189
leaf_count=1287 28231 542 643 6782 383 154 325 353 19 51 38170 1330 156 2127
internal_value=0 0.00440422 -0.000882426 -0.00392969 -0.0333564 0.0681297 0.00774579 0.0555904 -0.0444348 -0.050485 -0.0451404 0.032047 0.00511481 0.0710472
internal_weight=0 6127.76 5554.11 5319.24 1828.22 234.874 388.147 573.645 1440.08 114.288 1436.87 273.859 134.482 439.162
internal_count=80553 38988 35810 35013 41565 797 2089 3178 39476 376 39457 1713 698 2480
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=14
num_cat=0
split_feature=97 38 71 9 7 97 93 47 37 87 55 96 91
split_gain=86.9979 81.3955 71.3927 108.204 107.938 55.583 45.6173 12.2941 7.80136 12.958 11.6533 0.910716 0.13079
threshold=1.2948246730538253 3.9487881610583231 16.774759594550179 7.3527919315458332 0.61161589976524378 5.0674109248000567 0.42603679231533192 0.13776842756429755 68.63619434796037 5684.5159525186018 0.32870189364550301 2.1785372037985256 0.65311002991367084
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 10 -1 12 -10
right_child=1 2 3 -5 -6 7 -8 -9 11 -11 -12 -13 -14
leaf_value=-0.06043335141669768 -0.041551922235741251 -0.012108063992339525 -0.0089742835476633691 0.014238668940880854 0.024305002144662788 0.029389868121787156 -0.0024247499930519605 -0.13192143865192646 -0.077888814027948283 0.32036404260474033 -0.016328553729677047 0.01614895962062805 -0.060244030755400871
leaf_weight=132.20797922369093 740.19118007458746 1022.2066392730922 4363.894155556336 3719.7549310233444 3997.9435551334172 241.26668512076139 498.74383163079619 4.819007843732833 71.147625019773841 0.9994633998721828 109.54478849098086 1.0679376367479552 4.4644954055547705
leaf_count=3841 4759 6996 19755 15788 21626 1284 3017 13 1497 14 1872 21 70
internal_value=0 0.00500959 0.00752412 0.00170734 0.0168905 -0.0171786 -0.0258009 0.026231 -0.047746 -0.0389627 -0.0404483 -0.0755518 -0.076847
internal_weight=0 14588.8 13103.8 8083.65 5020.15 1485.02 1238.94 246.086 319.432 242.752 241.753 76.6801 75.6121
internal_count=80553 73238 64165 35543 28622 9073 7776 1297 7315 5727 5713 1588 1567
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=15
num_cat=0
split_feature=23 72 42 62 99 77 79 59 79 89 49 77 95 103
split_gain=278.799 146.226 119.785 129.159 111.57 54.3962 55.7141 27.9675 25.1602 57.2787 40.1416 21.2669 14.3997 3.64748
threshold=133.28430064904992 2.1695880257566298 0.087109662261789081 0.05056680612617432 0.78225337508330639 327.38888888888897 1.0238160140808323 0.016231292667003756 1.0159502397668534 0.17738672330655009 0.70169313952493562 311.16666666666669 0.039054918179633885 0.19365684962990801
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 9 13 -11 12 -10 -1
right_child=1 5 4 -5 -6 6 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.062145928846070286 0.0079309218209223688 -0.00077125717377942468 -0.041385379174668634 -0.04790331454660695 0.044706760488709391 -0.053189183607453061 0.0047938675349182341 -0.050422156294712965 0.18255233668797705 -0.054476842631419164 0.30946279282107747 -0.074520795169893225 -0.083186035093847227 0.13669737173772717
leaf_weight=11.486125618219377 5026.0744876395911 1066.7325401548296 169.46745670493692 451.52956409752369 1347.0420794161037 665.64931628946215 220.64582465775311 126.94997852668166 5.4483167883008701 229.22104302141815 3.0712603274732819 508.85287908976898 3.2588057648390532 15.310286104679106
leaf_count=27 27197 4530 1152 3444 6158 8203 1294 644 17 7767 65 19989 41 25
internal_value=0 0.00329164 0.0102143 0.0033284 0.0350861 -0.0199865 -0.0387541 -0.00605171 -0.0591345 -0.0336954 -0.049665 -0.0718692 0.0830947 0.104741
internal_weight=0 9074.09 6994.11 5477.6 1516.51 2079.98 886.295 1193.68 776.649 259.089 232.292 517.56 8.70712 26.7964
internal_count=80553 52622 37951 30641 7310 14671 9497 5174 27931 7884 7832 20047 58 52
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=15
num_cat=0
split_feature=97 39 49 93 103 79 12 38 65 97 73 35 75 91
split_gain=206.193 178.758 160.165 100.838 89.3546 88.6114 73.815 62.1076 61.6679 58.0153 28.8846 28.8309 21.6363 24.3917
threshold=2.7766688019268493 8.5942614982213055 0.44454855386961151 0.4106330087356172 1.1643978079752084 1.0210771849264304 0.53815218343555105 5.4548657022998155 0.020494744861290933 2.289216839774848 1.6821571549339311 59.824311153519865 0.17402920099158711 0.097843580841518299
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 6 -1 11 -5 -7 -9 -3 13 -4
right_child=1 7 12 8 -6 9 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=0.021321891911243413 0.055972952846995161 0.12378533165335344 0.11304012611409885 0.026085082395320328 -0.0078810105077862878 0.065182510439736982 -0.011298164898146805 -0.065288537992795756 -0.035896769217968277 0.011708405941335674 -0.036202963637241195 -0.0052588456446375706 -0.055130073446258421 -0.068669771690583054
leaf_weight=2163.0919568836689 464.75398452393711 19.064340705052018 16.825653873384002 208.39544151257724 414.69465382769704 581.00752240791917 1021.2069681230932 752.08191419020295 698.72753751464188 311.75113994721323 625.3314689733088 188.50686069577932 360.84818814881146 13.169172897934912
leaf_count=13772 2908 134 82 2712 3409 4283 5472 19093 7622 1484 9965 1704 7822 91
internal_value=0 -0.0199532 0.0128045 0.00173483 0.0258633 0.0186667 0.0108606 -0.0443996 -0.0216575 0.0465094 -0.052084 0.00659319 -0.0483466 0.0332607
internal_weight=0 3371.56 4467.9 1786.57 879.449 4077.06 3184.3 1584.98 907.123 892.759 1377.41 207.571 390.843 29.9948
internal_count=80553 47547 33006 16651 6317 25011 19244 30896 10334 5767 29058 1838 7995 173
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=15
num_cat=0
split_feature=73 33 76 47 13 13 111 104 67 76 91 17 65 100
split_gain=195.56 121.769 120.478 124.485 94.7628 78.8762 62.4106 45.3738 21.0018 28.6437 22.0646 11.564 25.2212 18.0233
threshold=2.4838911920713898 4.4491950260761177 2548.5000000000005 0.25489198756614367 0.25484784401316535 1.1505866123109743 1.2299209180449586 117.22387830017111 0.01601605455506825 681.50000000000011 -0.034770798208523461 0.20701386786227391 0.076899054007446413 0.32873156910307705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 11 6 -6 -4 9 -1 -10 13 -13 -2
right_child=4 2 7 -5 5 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=0.05461807086426116 0.067504767471333729 -0.03328196671418391 0.064586877501904075 0.031407194176663877 0.04321012068611909 0.078184618866617386 0.00029170869945420138 -0.15587043572711592 -0.065112890951592534 -0.071539492896378107 0.09971383160873426 0.37031720569775722 0.079458026833001558 -0.10852743725075374
leaf_weight=68.60160837136209 19.511962584219877 3307.1312750093639 184.19132925290614 326.87901828438044 381.9984958935529 154.60665141791105 2997.6496431166306 9.83435510098934 8.8421539803966862 24.397612743079662 99.660823016427457 3.0279662646353236 193.26959181390703 8.2864596955478174
leaf_count=853 129 49550 987 1880 2683 737 21179 31 62 257 390 26 1708 81
internal_value=0 -0.0193756 -0.0233639 -0.0274632 0.0123364 0.00833797 0.00514274 0.0534128 0.056393 0.0215216 0.0862817 0.0753961 0.0839446 0.0150312
internal_weight=0 4029.54 3828.04 3634.01 3758.35 3534.25 3379.65 194.026 201.502 92.9992 108.503 224.096 196.298 27.7984
internal_count=80553 54010 52448 51430 26543 24599 23862 1018 1562 1110 452 1944 1734 210
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=15
num_cat=0
split_feature=97 93 1 65 107 51 97 53 21 51 57 82 96 11
split_gain=75.01 75.5243 103.064 152.203 130.23 30.0919 26.1081 18.2321 11.5479 15.2951 23.7128 2.00827 0.712012 0.00630288
threshold=1.2948246730538253 0.20298034673868084 16.752319674623955 0.014083058606684755 6.0772819483638036 0.00060308536448397648 2.4725719217449158 0.0092815183537530935 33.844339729719145 0.0054407044364451823 0.031802932046322598 0.28300749212208326 2.1785372037985256 2.6252980513574125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 11 -11 -1 13 -10
right_child=1 2 3 -5 -6 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.021573581814890996 0.23279108741402998 0.010850977970796878 -0.044321700901478495 0.027456114408336632 -0.012211662213372061 -0.080390953095879791 -0.013166183114296856 -0.028642015336606309 -0.076725979460073146 0.25219982599920893 -0.01821609260399433 -0.071405674983606712 -0.0038145557668869188 -0.079271054959973705
leaf_weight=9.0606426000595075 4.3522933591157189 5892.7181393858045 324.71760051324964 3274.5898662023246 4189.0164733957499 124.24138519540429 513.84908732771873 150.61955516040325 76.619822739623487 3.3299212325364342 123.93008184246719 75.281955322250724 1.3479487299919117 11.146077211014925
leaf_count=360 34 31713 1502 14596 21063 1030 2563 737 2031 85 2103 2566 25 145
internal_value=0 0.00471519 0.00645436 0.0209806 0.00126832 -0.025287 -0.0111004 -0.0520333 -0.0457447 -0.0330277 -0.0111403 -0.0660524 -0.0759414 -0.0770492
internal_weight=0 14474.1 13681 3599.31 10081.7 793.062 518.201 274.861 300.716 211.603 127.26 84.3426 89.1138 87.7659
internal_count=80553 73238 68874 16098 52776 4364 2597 1767 7315 5114 2188 2926 2201 2176
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=15
num_cat=0
split_feature=22 78 79 42 93 65 101 101 78 7 97 95 27 50
split_gain=255.194 137.298 157.783 103.497 112.397 101.627 95.4638 89.2668 23.7323 37.8796 36.3493 16.6584 14.8427 6.8722
threshold=100.96314526859041 1.0168008195586338 1.0238914613375913 0.084938440606881868 0.40083510090825497 0.009878189731652191 0.64154770950246198 2.0436744726376443 1.0154293928559974 0.28000810705538554 2.9811610910021793 0.022337806939674475 58.533773380020811 0.00030965031874967815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 6 -5 -3 -2 -4 9 -1 -11 12 -10 -13
right_child=1 2 7 4 -6 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.099243227633124043 0.031364806611443516 0.067089403563772229 0.019717081395452397 0.0083899617055698261 0.06849957889492006 -0.023757833484021058 -0.0052215521670141785 0.21168091162546274 -0.058737246775181141 -0.073365272792852917 0.019819082437067998 0.074698891124544739 0.008592309343545039 -0.075700585143567312
leaf_weight=21.624746102839708 1038.3837612541392 128.1449131462723 1032.2217135648243 591.08464714605361 656.6651475308463 3150.4690331346355 2277.221504800953 24.806443149223924 96.54932882450521 119.33175630867481 64.480651816353202 3.058568660169839 49.542341341264546 454.11229869211093
leaf_count=44 6682 696 6047 2786 3174 21393 11707 135 1678 4737 1272 19 783 19400
internal_value=0 0.00336789 -0.00937524 0.0154751 0.0400244 -0.0202071 0.00623659 0.0242221 -0.0553038 -0.0259483 -0.0406766 -0.0653007 -0.0359046 -0.0746944
internal_weight=0 8899 4335.64 4563.36 1247.75 3278.61 3315.61 1057.03 808.7 205.437 183.812 603.263 146.092 457.171
internal_count=80553 52620 28271 24349 5960 22089 18389 6182 27933 6053 6009 21880 2461 19419
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=15
num_cat=0
split_feature=97 33 49 13 13 60 71 13 6 38 52 77 28 75
split_gain=177.019 139.485 136.78 125.04 115.421 75.3835 47.1109 43.1222 40.0087 39.1223 28.7401 26.5973 28.207 26.8653
threshold=2.8147679403906185 15.095930316229948 0.43228652048144295 0.36960320489362908 0.45881736350016383 0.067257135749985805 27.303746169448495 0.57815412593036386 1.2145964293486264 6.435206991162147 0.0037576307253719241 319.27777777777783 425.42103266172478 0.17402920099158711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 6 -6 -1 -5 -2 10 -3 12 -4 -13
right_child=1 9 11 7 5 -7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.037604052650604652 -0.01286064123883067 0.079376874090419769 0.45476538641610786 -0.0060232469954493127 -0.0089426673472152145 0.039100670595974524 -0.031290863465585454 -0.040617696063407031 0.06364781275716383 -0.057769063970984795 -0.025447312959106155 0.038170721087047693 -0.07638399765654863 -0.054119206466209324
leaf_weight=1915.6664605755359 88.254887398332357 32.710024223662913 2.1872675865888587 1227.2408036598936 1669.2884912062436 406.03611943963915 104.67729056160897 510.08021713513881 303.04156366270036 875.03087734105065 130.53017028048635 34.485053516924381 1.8416780661791561 369.53364164801314
leaf_count=12759 392 315 12 12669 8456 2512 1413 8171 2080 22122 1164 201 57 8230
internal_value=0 -0.0193352 0.0115197 -0.00467784 0.0170204 0.000456985 0.0340345 -0.0161802 0.0463917 -0.0493849 -0.00444267 -0.0436923 0.211971 -0.0462418
internal_weight=0 3166.89 4503.72 2128.62 4095.67 2075.32 2020.34 1737.32 391.296 1038.27 163.24 408.048 4.02895 404.019
internal_count=80553 46913 33640 23312 25140 10968 14172 20840 2472 23601 1479 8500 69 8431
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=15
num_cat=0
split_feature=80 110 41 73 6 76 78 104 66 73 34 49 28 72
split_gain=177.881 135.45 137.414 113.946 78.655 78.1763 63.5979 59.2118 39.77 35.1849 33.7536 18.9621 36.7215 17.954
threshold=0.49991158204856551 1.7230668934826869 0.078226485121570058 3.650920248473708 10.594836153278736 2214.5000000000005 1.0144954410254348 11.819688602533567 0.032276973178085734 7.0225426993778894 14.470185313061718 0.22857250423050782 569.02277116012976 26.625624161774471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 6 -3 13 -4 -8 -5 -1 12 -6 -2
right_child=4 3 7 9 11 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.10024727150663122 -0.05155986193990917 -0.038904254310904544 0.019807729944077777 -0.0079623906526574469 0.060483303951798718 0.033241986638635458 0.034393305972625125 0.080602398391077093 0.0044693114502655316 0.031897308404239912 -0.053248417421561368 0.065877582368607343 -0.044338516232303365 0.19379387432747958
leaf_weight=15.207044178619979 183.34807104617357 2615.4421546589583 478.16221195552498 767.4826632682234 92.488036669790745 159.3425423046574 631.57729502022266 240.9265322778374 1496.5094922333956 311.27453616075218 247.29252474941313 336.7485119998455 52.330576099455357 3.0317789912223807
leaf_count=121 2337 44868 4797 5845 282 1095 3965 1113 6882 1599 4317 3115 203 14
internal_value=0 -0.0155921 0.0175706 -0.0240395 0.0160951 -0.0347612 0.00844451 0.0401766 0.0133502 0.00353909 -0.0443562 0.0528647 0.0226057 -0.0475688
internal_weight=0 4835.13 981.588 3853.54 2796.03 2774.78 2314.47 719.089 2128.09 1078.76 262.5 481.567 144.819 186.38
internal_count=80553 63755 10348 53407 16798 45963 13198 5910 10847 7444 4438 3600 485 2351
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=15
num_cat=0
split_feature=93 7 87 111 71 103 83 13 41 13 41 87 23 37
split_gain=68.2999 75.4515 132.499 110.471 113.986 102.815 52.7389 47.0635 17.8264 20.0734 42.5902 13.7911 29.974 10.0155
threshold=0.18432092296084154 0.53188909594909173 5.9506928705461819 2.6319379452525475 34.239663717472546 1.0860723884442234 0.067820811031908471 0.69911113365517841 0.25487591112848978 0.30335160681608592 0.35753965304074731 112.42775617821654 888.24218649706847 17.888871536982162
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 4 -3 -5 -2 -4 11 10 -10 -1 -13 -11
right_child=1 3 7 5 -6 -7 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.083280530200660549 0.056483685646441753 0.028113661673996239 -0.050325212019474777 -0.013119737030469251 -0.082126823910936397 0.0085703789991311615 -0.096614182699222437 0.03089628726828976 0.36625505093150806 0.068684834203372375 -0.076747611602657181 0.075339967413949036 -0.023416615991447752 -0.056900381393608618
leaf_weight=22.740339228883386 228.232138434425 2721.8072416028008 693.07888212427497 3139.0365706933662 97.140477672219276 7193.5683931307867 24.96137030608952 79.527661494910717 3.569042079150675 6.5013058055192223 5.5370197016745806 40.063752822577953 131.96946519613266 273.47069492191076
leaf_count=263 1967 17666 6859 16027 424 34032 187 529 30 44 107 130 819 1469
internal_value=0 0.00473064 -0.0213906 0.00676805 0.0243148 0.00198094 0.0413904 -0.0419647 -0.0334762 -0.0492318 0.0968834 -0.0100923 -0.000417806 -0.0539841
internal_weight=0 14177.4 1025.8 13151.6 2818.95 10332.6 253.194 772.607 483.852 289.078 9.10606 194.774 172.033 279.972
internal_count=80553 77691 9542 68149 18090 50059 2154 7388 2862 1650 137 1212 949 1513
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=15
num_cat=0
split_feature=23 78 79 99 51 42 93 89 78 63 69 51 15 96
split_gain=232.274 126.707 142.6 92.4972 91.0103 84.7845 94.346 90.2125 34.1073 51.7263 99.0238 20.6159 20.0743 1.82163
threshold=133.28430064904992 1.0168008195586338 1.0238914613375913 2.5030975700490177 0.00011501233261313872 0.084938440606881868 0.40083510090825497 0.53893950016642167 1.0152786282330915 0.025849345699287839 0.090134805934844561 0.00021627338917685218 0.11227712325188498 6.3060731547950546
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 7 -7 -2 9 12 -11 -10 -1 -13
right_child=1 2 3 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.10106783149424942 0.032086434393243816 0.045814713554146493 0.018463041607316513 0.22448724677817117 -0.023592374243601884 0.0081635566999987159 0.063301587882917162 -0.004415271607559489 0.098154818711309655 0.37881897992212366 0.003828573219424708 -0.075661765180803725 -0.06453804430159818 -0.042948480390376909
leaf_weight=7.7385084247216573 954.42321285139769 201.07420146465302 1031.3931540530175 22.262125194072723 3125.9828835735098 596.44556114077568 646.91470840387046 2330.0515401335433 7.0219858065247527 8.169891167432068 51.011654800735414 458.82491559581831 135.22073446027935 17.677888656966388
leaf_count=38 5784 1251 6037 111 21547 2896 3119 11877 16 78 850 20791 5377 781
internal_value=0 0.00288028 -0.00924438 0.022816 -0.0193977 0.014611 0.0368516 0.00619162 -0.0575208 -0.0230263 0.0555952 -0.0719415 -0.0555737 -0.0744481
internal_weight=0 8908.55 4380.71 1053.66 3327.06 4527.84 1243.36 3284.47 685.666 202.141 59.1815 483.525 142.959 476.503
internal_count=80553 52622 28946 6148 22798 23676 6015 17661 27931 6343 928 21588 5415 21572
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=15
num_cat=0
split_feature=97 39 37 55 54 12 61 32 1 106 78 45 32 56
split_gain=152.284 148.4 90.1729 85.6162 76.0275 78.7945 58.7138 47.239 39.6306 32.4643 34.9704 26.002 24.9637 23.1333
threshold=2.7766688019268493 8.5942614982213055 40.379850786194332 0.36963387319378443 0.55215808943097555 0.34977976531896687 0.02935437902331613 8.620363534121962 22.53591124144269 0.1731291052892531 1.02158737962844 3.1108450436657789 69.500178456590973 0.0050059424341112697
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 -1 -2 13 -4 -5 -11 -9 -6 -3
right_child=1 7 8 9 12 -7 -8 11 -10 10 -12 -13 -14 -15
leaf_value=0.035205189942595493 -0.0021060137136817729 0.02748619580743817 0.043731032231193658 0.052982533665428135 0.083397355079372487 0.0040206055365111905 -0.057333406611800912 0.080114394658812343 -0.053842125618387388 -0.05716886712828019 0.040708813734691734 -0.05161867774194584 0.2246783770228844 -0.029849318593297782
leaf_weight=1154.8129011075944 941.48852179851383 125.75226339139044 502.99294931441545 37.749427422881126 71.037034573033452 2715.5186800584197 241.97520470619202 15.178802222013472 45.382187591865659 290.67509284149855 41.745875323191285 1165.4667995604686 15.179040615446864 159.78644835483283
leaf_count=8357 9706 1319 3661 218 435 16172 2204 157 1080 7203 524 27636 97 1784
internal_value=0 -0.0176859 0.00213465 0.0110916 0.0153943 0.0133253 -0.013398 -0.0410978 0.0356561 -0.0348977 -0.0448773 -0.0499251 0.108271 -0.00459855
internal_weight=0 3198.02 1731.84 4326.72 3956.55 3870.33 1183.46 1466.18 548.375 370.17 332.421 1180.65 86.2161 285.539
internal_count=80553 47547 16651 33006 25061 24529 11910 30896 4741 7945 7727 27793 532 3103
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=15
num_cat=0
split_feature=73 33 77 15 73 55 32 103 79 53 77 30 93 65
split_gain=153.875 105.412 110.733 104.789 64.5089 60.8547 63.0975 60.149 59.426 24.9918 35.1528 22.8935 30.2987 22.6463
threshold=2.0973530832417411 4.4491950260761177 2028.5000000000002 0.82706086073824869 7.0225426993778894 0.42119688793009863 3.3194910064937502 0.95929021657724312 1.0217204609189672 0.0079529105714787589 239.83333333333334 20.297775133891903 0.76550984243230047 0.083755193201655184
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 5 6 -2 -4 -7 10 -1 12 -6 -13
right_child=4 2 7 -5 11 8 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.43216036821695125 0.050666409006667773 -0.037145087130530816 0.079333637063865467 0.020302934559923092 -0.012622248868986746 0.041201525827941676 -0.0066446112116366838 -0.033169979343647835 -0.073982801710330726 0.08715257415064484 -0.00057170009288127805 0.16115023223149122 0.073930388684988094 0.045039064553908881
leaf_weight=1.9276488199830044 206.6226841378957 2483.4797816723585 150.59297645837069 364.06165832467377 156.78109203092754 563.31986232660711 2733.8684239862487 69.432784001342952 48.659976322203875 102.06295204628259 71.798316261731088 17.450224163010716 54.505757458508015 449.19235147535801
leaf_count=9 1146 43620 941 1702 1126 4062 22739 593 181 423 1033 90 216 2672
internal_value=0 -0.0202033 -0.024519 -0.0298003 0.00874787 0.00335343 -0.00261748 0.0438313 0.0320429 0.0551062 0.0107426 0.0370157 0.00970577 0.0493811
internal_weight=0 3243.36 3067.57 2847.54 4230.4 3552.47 2940.49 220.026 611.98 175.789 73.726 677.929 211.287 466.643
internal_count=80553 48321 46856 45322 32232 28128 23885 1534 4243 1465 1042 4104 1342 2762
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=15
num_cat=0
split_feature=29 111 103 103 80 77 93 6 9 93 49 30 93 30
split_gain=63.651 114.99 108.74 102.589 107.182 90.4485 77.9772 72.8261 73.8655 44.8687 40.1091 37.3094 32.8121 26.9189
threshold=4.7808570184060626 3.0170811598536313 1.0860723884442234 0.37216509374918744 0.40260834956143826 227.61111111111111 0.36312129427053258 0.17658346504890357 3.4369833877181102 0.57138869980097473 0.18116947905752276 1.7863554866409055 0.33842307100917096 0.52741674054847365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 10 -5 -3 -4 9 11 -1 -2 -9 -10 -11
right_child=1 2 6 4 -6 -7 -8 8 12 13 -12 -13 -14 -15
leaf_value=-0.037728908231969449 0.025492148608122885 -0.05110069086945606 0.019382315846674533 0.035503036289888858 -0.016226628867298708 -0.0067466998740892715 -0.0021014552411569814 -0.098236673932970975 -0.037495294332226495 -0.036747249151171529 -0.06317697108980308 -0.034666950341556861 0.010463585945523225 0.078203384363016687
leaf_weight=58.954007444903255 70.405086600221694 617.73993979208171 2817.7228171434253 2509.6679645702243 476.59867006354034 1797.8541986914352 4219.2274259254336 106.36351210158318 184.29335904493928 23.482461731880903 185.2358263656497 699.4827430723235 631.45434129796922 153.79960873164237
leaf_count=990 1128 3362 13173 13906 2974 9267 20125 549 1110 199 1367 7834 3555 1014
internal_value=0 0.00579075 0.000216974 0.0220424 0.0272471 -0.0180893 0.00650104 -0.0140272 -0.0215841 0.0378455 -0.0387569 -0.0430575 -0.000371263 0.0629772
internal_weight=0 12694.5 9452.54 3241.91 2986.27 2415.59 7036.95 1857.83 1621.59 236.236 255.641 805.846 815.748 177.282
internal_count=80553 65302 45927 19375 16880 12629 33298 15251 13048 2203 2495 8383 4665 1213
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=15
num_cat=0
split_feature=85 78 79 51 55 97 61 55 78 89 110 95 51 20
split_gain=214.16 96.4803 112.625 93.6267 76.5469 88.5236 66.8033 49.4003 34.678 50.7257 26.8626 17.2511 15.7799 0.959868
threshold=0.1832406273354675 1.016832812393708 1.0245027673750959 0.00011501233261313872 0.3886792843775706 2.8709608805000184 0.0064644808805269082 0.014425548315699614 1.0152786282330915 0.17738672330655009 27.255819676920758 0.022337806939674475 0.00021627338917685218 35.019241640425449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 12 9 -9 -6 -10 13 -2
right_child=7 2 6 -5 10 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.034573371250386571 0.11447890341018935 0.044657334980639299 -0.34892733124998837 -0.019054642928594864 0.09443223275603696 0.01544993406415273 0.03661470715285025 0.094286276797122301 -0.042075518742296696 -0.039178957076584475 -0.07726637901924388 -0.075011590911406079 -0.079085473809538925 0.078967722720857905
leaf_weight=388.51673841429874 13.335255950689318 248.2522994838655 4.5304695125669232 3253.4021177664399 141.40519393980503 3954.9392917579971 561.74161661043763 34.892154160887003 250.95986558031291 154.88153153005987 9.7396136540919525 434.11904118070379 6.3240340282209209 17.73439434915781
leaf_count=4149 27 1618 30 22067 411 20464 3277 80 3812 4876 326 19152 202 62
internal_value=0 0.00331128 -0.00784649 -0.0145377 0.0134098 0.0109754 0.0335302 -0.0476566 -0.0524677 -0.0146398 0.0833682 -0.0629464 0.0649016 0.0942093
internal_weight=0 8562.53 4067.93 3501.65 4494.6 4343.46 566.272 912.246 874.853 189.774 151.145 685.079 37.3937 31.0697
internal_count=80553 52342 26992 23685 25350 24613 3307 28211 27920 4956 737 22964 291 89
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=15
num_cat=0
split_feature=97 39 97 63 55 52 32 6 98 83 43 4 48 13
split_gain=137.171 95.0309 141.693 114.526 89.1021 67.6334 60.3792 59.1364 48.8111 51.1589 52.883 33.9258 28.2885 25.8155
threshold=3.6910910453823624 6.8407020720454152 2.202138970905088 0.029028478218015567 0.4616493432812751 0.13333501203182133 6.5997652056017158 0.9593355142849459 0.74335374718951697 0.26839839849578179 0.056997932390215264 0.22685047096187944 0.10102760719932601 0.46346410468880833
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -3 -5 -4 -1 9 11 -11 -2 13 -10
right_child=8 2 6 5 -6 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.0041240033013642671 0.04678934863819572 0.025654230979802163 0.021006295417676735 -0.034397381869879409 -0.046347293367115336 0.085547121406193499 -0.026994715566446361 0.047556115677589404 0.035928388564807338 0.096413137842053548 -0.005456939680356849 -0.040694903094938874 -0.056222369895159732 -0.043117678908172676
leaf_weight=429.18812796287239 50.675525956787169 1566.1086158393882 304.22390811890364 410.0963341742754 193.05882428959012 53.097935169003904 1890.3964229114354 1162.9980651587248 71.159258846193552 77.828123917803168 147.60800567409024 353.84579997882247 598.89062113966793 98.516050015110523
leaf_count=3781 611 11680 1622 2518 4901 503 16230 6987 1172 839 1424 8470 17413 2402
internal_value=0 0.0056752 -0.00339182 0.0231168 0.0177525 -0.0206476 -0.0203407 0.0358486 -0.0290969 -0.00846165 0.029712 -0.0297355 -0.0460106 -0.00996695
internal_weight=0 6009.17 3953.79 2055.38 1759.17 463.194 2194.62 1592.19 1398.52 629.957 225.436 404.521 768.566 169.675
internal_count=80553 48222 34433 13789 16581 3021 17852 10768 32331 11344 2263 9081 20987 3574
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=15
num_cat=0
split_feature=63 13 13 30 60 97 64 93 72 53 13 96 1 15
split_gain=145.757 133.372 137.334 114.029 34.3202 38.0498 33.0337 32.7526 33.7112 27.2955 37.9639 35.2047 19.4755 16.9372
threshold=0.012186990104781732 0.28448230172350891 1.0777080726868318 5.3983568315915367 0.013555226809125966 9.3639151894237678 0.034959168928080202 1.0003673783377109 26.625624161774471 0.020914369668483642 0.30101942158674849 12.028997607403186 2.4564306695260667 0.035421787637164033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 -2 -6 8 13 10 -9 -11 -4 -1
right_child=1 2 12 -5 6 -7 -8 9 -10 11 -12 -13 -14 -15
leaf_value=-0.079506585669440077 -0.0068196768370168311 0.035175728947378478 -0.071455653575554806 -0.010064147590788041 0.24582392739038583 0.33238362842570557 0.063951683987233374 0.61901514105587163 0.16128128744253781 0.075044517327858218 -0.056150483652746247 0.46199309052405291 0.07572511408003596 -0.032930029151020605
leaf_weight=82.921898898668587 101.64094119379297 635.98928598873317 9.3285715579986555 4494.6064294935204 10.275114281103013 3.4181963186711064 355.8755114339292 0.86235182173550384 8.7458233907818776 27.691482536494735 24.317291381768882 2.5693857930600634 248.11243861354887 1335.4634911962785
leaf_count=2080 1547 3504 141 32062 144 63 2733 27 75 212 943 23 1015 35984
internal_value=0 0.00358177 -0.000879955 -0.00445621 0.0545993 0.00421662 0.0690555 -0.0315166 -0.0344461 0.0438941 -0.0330274 0.107899 0.0703919 -0.035653
internal_weight=0 5859.25 5388.04 5130.6 471.21 105.059 366.151 1482.57 1427.13 55.4405 25.1796 30.2609 257.441 1418.39
internal_count=80553 41209 36722 35566 4487 1610 2877 39344 38139 1205 970 235 1156 38064
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=15
num_cat=0
split_feature=44 111 101 105 79 80 87 41 9 11 11 105 111 41
split_gain=59.5441 104.553 97.7705 95.3151 84.5943 83.7599 67.3346 66.0724 39.1666 46.7159 39.7428 35.7578 25.1995 22.4068
threshold=8.5574168934056889 3.0170811598536313 0.61153350780139781 30.25495968617729 1.0187305432454761 0.40260834956143826 4.2542153007780632 0.23316051017873804 3.4979921110582439 2.316121776824339 1.5825551966400568 2.5180014054893962 2.4916607162130959 0.063904482764857773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 5 -3 -2 11 -4 10 -10 -8 -1 -5 -13
right_child=1 2 7 12 -6 -7 8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.062927180295054078 0.036757162154187124 -0.046202731308472737 0.025925227911976646 -0.065588789970264627 0.0045692587090848816 -0.014489935382553257 0.0009995112401743945 0.0011457371367141658 0.028454325605846809 -0.015097033878931057 -0.039100052587124207 0.076200311887576727 0.0048154846887467802 -0.072470723634586204
leaf_weight=25.02309538051486 2098.6892506508157 752.40601407364011 1288.3354023061693 138.99516096152365 582.01327655278146 376.0838310206309 344.85410114377737 6530.7150035388768 350.20633543655276 830.11174063943326 872.46422658767551 145.34170284681022 80.156733635812998 10.897498916834591
leaf_count=318 12013 4364 6326 672 3190 2218 3820 30723 2019 4603 8608 1198 407 74
internal_value=0 0.00605542 0.000959093 0.0233718 -0.0240583 0.0289693 -0.0107121 0.00522862 -0.0151549 -0.00217513 -0.0277402 0.0480558 -0.0398378 0.0658307
internal_weight=0 11847.4 9153.47 2693.92 1334.42 2474.77 2578.9 7819.05 2397.64 1180.32 1217.32 181.262 219.152 156.239
internal_count=80553 59913 44603 15310 7554 14231 20640 37049 19050 6622 12428 1590 1079 1272
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=15
num_cat=0
split_feature=73 75 93 75 41 51 73 85 33 79 97 18 79 73
split_gain=253.861 142.146 162.125 132.106 127.619 122.269 96.237 90.5265 80.7227 38.688 66.5894 32.6671 22.4975 20.7478
threshold=2.9930147413201929 2.0274725459939371 0.40633010246121487 0.85392255172017595 1.2571357828778875 0.0003225134866865066 1.1685647044902343 0.043526434985448337 75.041908183136783 1.0154422863683756 3.5268452504081593 0.32485710896188774 1.0245661683921907 4.858260426619065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 -4 9 -1 -3 -5 11 -11 -2 13 -7
right_child=5 2 4 8 -6 12 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.060827686274326331 0.077996181915683915 0.029683468287865056 0.03317930329523093 -0.056399193427963415 -0.068354529136355924 -0.050082295906258303 -0.042517865509318159 -0.0098007107176086867 0.058559825973822803 0.04104292100747748 -0.084912051290362237 -0.033442782826597975 0.10359326777583332 -0.080368044624353804
leaf_weight=244.32323921239004 107.62668099999428 711.29595043882728 2786.4206696758047 797.29741118010134 129.54747727559879 636.90545659139752 142.75550059089437 3161.9269363232888 66.149263385683298 86.492245335131884 81.546941842883825 34.813644578680396 8.3914622319862229 350.78521940391511
leaf_count=2742 317 3235 14565 15518 2557 11084 3613 17474 310 295 339 133 80 8291
internal_value=0 0.00515188 0.0108586 -0.0258302 0.0286685 -0.0423742 0.0227136 -0.00254966 -0.0475921 0.0124188 -0.0200812 0.0507595 -0.0594532 -0.0608385
internal_weight=0 8039.72 6789.19 1250.53 2915.97 1306.56 387.079 3873.22 863.447 310.48 168.039 142.44 996.082 987.691
internal_count=80553 60014 37831 22183 17122 20539 6355 20709 15828 1084 634 450 19455 19375
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=15
num_cat=0
split_feature=51 13 49 62 59 98 6 13 13 44 111 54 31 7
split_gain=122.179 134.029 111.859 81.2691 77.1689 62.2646 81.6758 37.4298 19.4291 52.6918 28.4315 18.2252 18.1664 11.0302
threshold=0.00033968093757417967 0.46964677177666109 0.23034186428059664 0.014804813628800368 0.046045686404614046 0.62672123144897152 1.4248695087149026 0.59762679574303001 0.27290050251421583 43.816574148062479 4.9423178352347952 0.032778482333608999 16.066449166633408 38.644029608250527
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 9 10 -1 -11 -10 -14
right_child=1 5 3 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.029331366377211055 0.022148632345319295 -0.019169439263255542 0.078206127113525467 -0.0203691662975535 0.088432593096743339 -0.013325620954461671 0.022418009975674599 -0.046902499916528805 0.5591748869053087 0.40502615908423456 0.24934135015931791 -0.068521823866421402 -0.062834016491403535 0.13941317742494214
leaf_weight=5.5609480813145664 2354.0366906961426 1062.8792684916407 91.659318748861551 955.36904334742576 189.80254949256778 719.08767615724355 849.83620295394212 616.74754835059866 0.47235443722456594 0.82969354139640827 10.716175124980508 39.745859923306853 372.51467891875654 2.7162822764366856
leaf_count=160 18215 9411 701 12089 1185 8102 4639 9058 19 36 103 2214 14579 42
internal_value=0 0.00245624 0.015771 -0.0117397 0.0270943 -0.0122616 -0.000691772 -0.0288279 -0.0523454 0.00213647 0.154135 -0.0588387 -0.0605898 -0.06137
internal_weight=0 6839.42 3590.87 1047.03 2543.84 3248.55 1912.72 1335.84 432.556 56.8527 16.2771 40.5756 375.703 375.231
internal_count=80553 63400 32190 12790 19400 31210 14050 17160 17153 2513 263 2250 14640 14621
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=15
num_cat=0
split_feature=91 51 78 40 88 105 78 105 75 11 78 75 87 63
split_gain=140.054 135.833 89.6356 71.1202 61.7168 56.9778 50.2199 48.5994 40.3901 34.0603 31.3145 20.8695 15.9373 9.51382
threshold=0.37188065834148915 0.0025034155672572934 1.0220516263169532 0.052078212641712036 0.59809807797570069 87.807309568922378 1.0169021068173663 25.710022603242248 6.5361397768166265 4.2671192730612555 1.015089958477952 0.87530630341597138 188.68842875044447 0.075435447376104137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 9 -7 11 13 -2 -12 -9
right_child=7 2 4 -5 -6 8 -8 10 -10 -11 12 -13 -14 -15
leaf_value=-0.043412418091467786 0.060015560494302414 -0.067499267922815728 -0.069252113046588695 0.01409328857471373 0.0072399081282900138 -0.049318215443337615 -0.015976556212741317 -0.059449421906665162 0.045344853707123343 0.10143058593569872 0.10335498261026824 -0.025175145955061946 0.052696165244734805 0.042867090042449978
leaf_weight=1211.302101015579 33.709750199690461 110.86050091125071 253.60033795330673 2938.1059082448483 180.59560531564057 59.678855194710195 1485.2124671195634 30.216203439980745 184.1618768312037 29.538314422592521 72.645990833640099 195.67696849256754 427.87078837025911 12.996871402487157
leaf_count=27734 212 2049 1807 15978 729 543 24816 309 896 95 327 2054 2910 94
internal_value=0 -0.00828781 0.00507289 0.0111266 -0.0374367 -0.024115 -0.028301 0.0360171 0.0221765 0.000359184 0.0529974 -0.0126559 0.0600489 -0.0286765
internal_weight=0 6423.52 3483.16 3048.97 434.196 2940.36 2696.51 802.655 243.841 258.925 543.73 229.387 500.517 43.2131
internal_count=80553 74552 20563 18027 2536 53989 52550 6001 1439 2361 3640 2266 3237 403
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=15
num_cat=0
split_feature=93 103 6 104 103 87 35 49 71 45 110 77 6 97
split_gain=62.2037 66.8677 99.1548 116.856 87.1329 81.5941 55.4268 43.0235 30.6594 27.2546 34.9861 32.7192 8.62422 10.6832
threshold=0.20962328273604428 0.40385990606848987 1.2684329998022139 13.309658618533094 0.76493183136699117 5.0584219322646709 25.266776584344637 0.10454646121433825 18.464022038374274 55.982806624378007 7.7672929227460488 1054.4722222222224 10.594836153278736 2.0181898858041776
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 12 10 -10 -11 -1 -14
right_child=1 2 4 -5 -6 7 -8 -9 9 11 -12 -13 13 -15
leaf_value=-0.071279315832867035 -0.093225809155423389 0.042087679398476435 -0.022114024019256846 -0.0023741064682322229 0.0060446680156231673 0.042472037849329972 0.059184543683773884 -0.03560702736298979 -0.025615232789137216 -0.028946832725405186 0.075014817178276225 0.07281562440796549 -0.081123536875388313 0.16336688505640604
leaf_weight=132.54740029573441 27.478297382593155 1517.111261093989 1263.393796463497 968.47764648776501 8439.9200478969142 76.425547361373901 181.26448835432529 921.52100843191147 67.853911554440856 587.4579462511465 70.390137437731028 33.39164068736136 3.5640372559428206 3.5848961025476456
leaf_count=1238 283 10446 6951 5168 41144 2276 1597 7600 330 3077 237 147 38 21
internal_value=0 0.0047202 0.00694322 0.0247637 0.00237834 -0.0177347 0.0391217 -0.0296275 -0.0224555 -0.0145323 0.0256229 -0.0234737 -0.065509 0.0414784
internal_weight=0 13395.6 12188.9 2485.59 9703.31 1206.69 208.743 997.947 898.79 759.094 138.244 620.85 139.696 7.14893
internal_count=80553 75465 63709 15614 48095 11756 1880 9876 5088 3791 567 3224 1297 59
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=15
num_cat=0
split_feature=73 23 93 16 95 23 79 99 60 9 76 79 60 76
split_gain=225.949 134.025 109.925 112.023 89.2866 66.9036 31.4603 35.8882 31.4415 31.7642 29.2532 23.6791 19.4085 10.9685
threshold=2.9930147413201929 137.91358580765049 0.36557879269103355 0.22413003049095578 0.0096961801505367293 1728.112986951209 1.0161902832415313 0.20722931944573064 0.028771149305984681 3.6533066887341024 382.50000000000006 1.0245661683921907 0.0031965733531211338 252.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 10 7 -1 9 -7 12 -12 -2 -8
right_child=5 2 3 -5 -6 8 13 -9 -10 -11 11 -13 -14 -15
leaf_value=0.090359987823806345 -0.0099498957372380018 0.012246344495356288 0.0035866114426960404 0.037293700838735906 -0.019629153408508744 -0.094157626588343313 0.065601031489327818 -0.034292054152007943 -0.065380887958324238 0.050443335676446446 -0.072191035469791928 0.10900020903892559 -0.048582823352265804 -0.073810354685012056
leaf_weight=26.52260484918952 193.63207462802529 1648.9954866990447 2083.877552293241 1871.4236290799454 1881.3553936481476 17.117454329505563 5.7731235064566127 178.81721860496327 40.083975457586348 135.00304349139333 461.65766851976514 7.3270678739063433 395.95649932464585 251.44740911899135
leaf_count=76 1866 7755 12884 9809 9033 126 41 7029 370 514 13763 79 3821 13387
internal_value=0 0.00485832 0.00808629 0.0195349 -0.00474039 -0.0408663 -0.04738 -0.0181914 0.0134104 0.034172 -0.0507213 -0.0693602 -0.035895 -0.0706814
internal_weight=0 7948.21 7485.65 3955.3 3530.35 1250.78 462.56 205.34 192.204 152.12 1058.57 468.985 589.589 257.221
internal_count=80553 60014 39481 22693 16788 20539 20533 7105 1010 640 19529 13842 5687 13428
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=15
num_cat=0
split_feature=97 93 9 79 17 16 63 89 9 98 111 23 31 54
split_gain=106.199 127.339 214.255 85.4893 64.4935 75.735 68.5883 61.6568 50.6453 43.3979 48.4238 25.3722 30.2598 18.6783
threshold=3.6910910453823624 0.40633010246121487 3.3063412532796543 1.0197414187957052 0.2641433088654685 0.14786585561848328 1.4808121573548199 4.478263987199619 3.4979921110582439 0.74915670083251407 4.2085867998914077 75.322611863335325 44.375106569441392 0.046340931389987773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 11 10 -10 -2 -13 -11
right_child=8 2 7 -5 6 -7 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.033753722141287378 -0.037452278991558723 -0.0029097027715202072 -0.051234797472286167 0.039228106452712311 -0.011761457320970899 0.038635503004388748 0.14586866501063667 0.053630627035839498 -0.034007860580630336 -0.024696124987276726 0.026162564132204826 0.11491555389706248 -0.064261393658693419 -0.060608560819693472
leaf_weight=158.61579157272354 25.217986427247524 1681.8241681260988 984.68241353565827 674.58752382919192 615.72921090992168 1627.1232242370024 28.899586151354015 59.45346439210698 356.66603822540492 213.53658009134233 213.99959181342274 50.519354799762368 11.58729205932468 450.08759885560721
leaf_count=1710 212 15106 8276 5565 5533 10616 353 1063 7413 5684 3797 436 132 14657
internal_value=0 0.00493786 -0.00755534 0.0091534 0.0224182 0.0322056 -0.00469468 -0.0452637 -0.0264578 -0.0316647 -0.011444 0.0471387 0.0814864 -0.0490529
internal_weight=0 5830.92 3400.55 2356.41 2430.37 1785.74 644.629 1044.14 1321.61 1234.29 570.666 87.3246 62.1066 663.624
internal_count=80553 48222 30010 20671 18212 12326 5886 9339 32331 31551 11210 780 568 20341
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=15
num_cat=0
split_feature=13 13 95 78 60 97 39 11 97 104 97 103 50 60
split_gain=123.327 123.968 113.191 100.078 58.8928 48.8111 30.2859 22.2946 10.8799 15.1375 8.75384 8.41221 3.04644 0.565827
threshold=1.2792698388302031 0.28186668593797798 0.13155153766276242 1.0156122601762347 0.013555226809125966 9.3639151894237678 23.388343260382538 4.9828690580378412 1.2572170003105674 9.0203587131228318 5.7149515279208032 7.1291903986722547 0.0063752776168162833 0.82580365936138811
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 9 -2 11 -10 -12 -11
right_child=8 2 7 -5 6 -7 -8 -9 10 13 12 -13 -14 -15
leaf_value=-0.020814876193478514 -0.21823938187950517 -0.039700061612560636 0.056154531819336606 -0.0062532885726340817 0.0851271793250718 0.28029362664299101 0.020738591327722065 -0.18397675152025286 0.096189510005394552 0.083297446878300374 -0.077032329418407069 0.042369019178315606 0.14348998177447206 0.012240177309565047
leaf_weight=144.65582980075851 2.9374453388154489 1087.7914465116337 276.34713871125132 5037.3931316947564 238.83967306884006 5.5916999904438844 105.23803936410695 3.9212242588400832 139.61208771914244 3.9232251048088074 4.498911974951624 36.668856490403414 0.72779333591461171 1.568742901086807
leaf_count=3512 13 21586 1567 49758 2291 113 762 16 443 41 136 287 3 25
internal_value=0 -0.00562603 -0.00934968 -0.0121932 0.0426249 -0.00960865 0.0654336 0.0527949 0.0760549 -0.0350048 0.0812126 0.0849941 -0.0463257 0.0630004
internal_weight=0 6899.78 6405.45 6125.18 494.325 150.248 344.078 280.268 189.937 8.42941 181.508 176.281 5.22671 5.49197
internal_count=80553 79605 72927 71344 6678 3625 3053 1583 948 79 869 730 139 66
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=15
num_cat=0
split_feature=32 41 64 83 9 51 37 19 58 99 77 31 1 19
split_gain=55.5569 55.35 55.5744 91.8364 59.7209 31.395 15.084 17.3157 13.0386 9.24841 6.20699 5.48796 9.90674 4.37545
threshold=3.4453186461804335 10.18423207673313 0.039270066846046579 0.28697049274396919 2.8400028028513185 0.00068476773208191947 25.108654603031344 0.53241344361001997 0.021052897823291696 0.9978009195479336 317.16666666666669 191.49799714254704 10.305674983289547 9.4058266831204183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 9 7 -7 -8 10 -1 12 -3 -13
right_child=1 11 4 -5 -6 6 8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.066365740599410944 0.0080022523372376749 -0.077004078205989313 -0.0099165403018844807 -0.012616988478259775 0.019577057130083085 0.0026154134856773881 0.026578774632956898 -0.051127295508147909 -0.059785142972907192 0.086532199626154979 -0.11038032869347175 -0.11500593807517522 0.16049027493178195 -0.064835367014493162
leaf_weight=3.4870549477636796 5673.0839767642319 4.7499532755464307 852.25475827232003 3488.2672039279714 3531.009619330056 154.2318366356194 18.945684181526303 98.074131324887276 226.11521800234914 28.889211464673281 4.6186190340667963 23.585942789912224 2.7869362011551857 66.096740605309606
leaf_count=24 33027 127 8239 19383 14969 878 117 705 1588 156 30 160 12 1138
internal_value=0 0.00404234 0.004582 0.00015129 0.0138425 -0.0288273 -0.035438 -0.018275 -0.0531083 0.0600478 -0.0343443 -0.0711423 0.0108149 -0.0780299
internal_weight=0 13641.8 13544.6 9161.35 4383.26 534.362 497.367 252.306 245.061 36.9949 8.10567 97.2196 7.53689 89.6827
internal_count=80553 77055 75618 52410 23208 3498 3288 1583 1705 210 54 1437 139 1298
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=15
num_cat=0
split_feature=9 64 69 11 98 67 43 1 77 105 108 77 105 67
split_gain=167.63 110.44 96.6174 100.67 53.696 39.8185 58.2562 37.6235 31.0601 29.4111 47.4782 24.3861 16.9371 44.8807
threshold=3.849344820204371 0.48841074320129191 0.49080850961631955 3.3048024292348805 0.69090998806536841 0.018066845763783923 0.06177459168221195 8.8031778255376718 130.61111111111111 6.6932953975284528 0.9532271872094219 348.83333333333343 27.544085536185722 0.063873918979861596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 8 -8 -1 10 -7 -11 13 -3
right_child=1 12 4 -5 -6 9 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.59998109104062547 0.012925539074437137 0.15201169312448481 -0.067509326376015574 -0.010205392789229301 0.092325909292647446 -0.081102275361426196 0.10771577753663786 -0.079963345515019935 -0.053595674953110441 -0.026074211245729003 0.063298282219163698 -0.069482447763002608 -0.076874352028541759 -0.082167493025525243
leaf_weight=1.0592542625963677 4534.6568810418248 12.395010075997559 23.835130309686065 3215.9218492512591 177.84822390275076 39.715974944643676 55.702045100275427 13.2156083015725 58.487934892997146 174.46670752577484 53.363683459348977 501.23284611618146 193.9657320366241 24.088926667813212
leaf_count=8 29125 122 168 18199 761 2193 317 75 1335 2157 1128 21673 2732 560
internal_value=0 0.00312829 0.00510597 0.0033279 0.0734364 -0.0424034 0.00913084 0.0717265 -0.063315 -0.0510149 0.00168429 -0.0582744 -0.0651167 -0.00260773
internal_weight=0 8182.71 7952.26 7750.58 201.683 897.244 128.465 68.9177 59.5472 768.779 93.0797 675.7 230.45 36.4839
internal_count=80553 51667 48253 47324 929 28886 1735 392 1343 27151 3321 23830 3414 682
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=15
num_cat=0
split_feature=71 12 60 103 41 87 42 43 65 104 11 78 107 49
split_gain=102.203 97.8613 68.023 75.9729 45.8159 39.4054 51.9883 38.0787 92.5914 37.0264 27.2046 25.8648 15.9528 10.184
threshold=27.303746169448495 0.3232277186559826 0.06408866735183448 1.1643978079752084 2.3624448104921312 401.83627663994127 0.097188400319211818 1.579070837404674 1.5154119263536827 103.16301859992893 2.5592751170966239 1.02158737962844 962.1024784930845 0.21917609050118073
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 12 6 -1 8 -6 -4 -7 -9 13 -2
right_child=4 2 9 -5 7 10 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=0.029618194199826323 -0.040426879699383675 -0.00064026091915150591 0.023850444055461505 -0.031518316841520379 0.070611840721847396 0.041596625384790781 -0.020619211846050641 -0.033414061229485918 0.86878440767028242 0.16738513528200372 0.13935615349308381 0.06906332978947459 0.3632627238207215 -0.070672554294216261
leaf_weight=1139.5174101986922 202.45564794214442 3279.0210122191347 555.23408582806587 1052.6049908124842 19.381086147855971 71.444664316717535 251.4466245197691 124.57067339448258 1.5711955949664105 18.57324084918946 47.319413932971656 30.698989108204842 0.90479239169508119 247.31756398873404
leaf_count=11220 8192 28683 4955 13725 301 599 2193 3973 33 165 316 306 23 5869
internal_value=0 0.0029941 -0.00385782 -0.00814377 -0.0393096 0.0252575 0.0205367 0.00392305 0.130466 0.0284964 0.0805472 -0.0131528 -0.0562143 -0.0570581
internal_weight=0 6415.16 4905.43 4331.63 626.9 1509.73 1390.96 176.222 20.9523 573.807 118.764 155.27 450.678 449.773
internal_count=80553 61856 47528 42408 18697 14328 13413 4613 334 5120 915 4279 14084 14061
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=15
num_cat=0
split_feature=91 95 47 76 79 79 3 9 87 11 23 65 6 95
split_gain=114.877 107.307 75.4131 87.0822 52.8632 35.0931 33.9388 27.9728 21.6257 20.9389 17.9202 15.5636 14.4904 8.77353
threshold=0.37188065834148915 0.13155153766276242 0.28528908180814733 2734.5000000000005 1.0193297234939518 1.0152355433839493 487.43619825287868 1.8617616943637911 218.51552550267624 2.4753033090430425 196.28605348169268 0.082218744707711913 10.594836153278736 0.004750546585516326
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 12 9 11 -8 -7 -9 -3 -2 -14
right_child=5 7 4 -5 -6 6 8 10 -10 -11 -12 -13 13 -15
leaf_value=-0.01650050665696073 -0.066382644409635039 0.23165207795767598 0.043512090184362182 0.055863711465023093 -0.026174226002262921 -0.0056784924094830198 0.13766066414055858 0.022898951193094319 0.052088053978840379 0.04879179521479108 0.1274873709008966 0.085654090861715229 -0.10785135108407731 0.065627971661282411
leaf_weight=5204.9344793837517 46.829345384612679 8.0730054248124343 402.07431255094707 171.78440642543137 149.27101878263056 189.90336552355438 32.098480159416795 195.98352061212063 369.44225070159882 112.30868804082274 17.876606861129403 76.408567333593965 3.5376400575041798 16.570853976532817
leaf_count=67900 777 21 3138 901 820 1513 130 1146 2727 740 58 568 11 103
internal_value=0 -0.00763166 -0.0105767 -0.0141885 0.0246452 0.033296 0.0398771 0.0508869 0.0589286 0.0145639 0.0316415 0.0996056 -0.0358942 0.0351082
internal_weight=0 6226.41 5928.06 5376.72 551.345 770.691 703.753 298.342 401.541 302.212 213.86 84.4816 66.9378 20.1085
internal_count=80553 74552 72759 68801 3958 6001 5110 1793 2857 2253 1204 589 891 114
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=15
num_cat=0
split_feature=93 1 97 6 64 7 53 89 49 51 76 64 97 6
split_gain=55.4678 86.9766 116.083 86.6041 161.261 93.6554 68.7259 62.4613 30.9758 25.7406 35.6054 24.8405 23.638 19.8881
threshold=0.20962328273604428 16.752319674623955 10.820176959100968 1.6476505541314448 0.036932502345558275 0.52117550451441486 0.0041047437743598741 0.58818133238528947 0.13957160797365606 0.00060308536448397648 1428.5000000000002 0.0060871277629226091 5.7616136923857129 4.8102300263899016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -5 -2 -4 -3 11 10 -10 -1 -13 -11
right_child=1 2 6 4 -6 -7 -8 -9 9 13 -12 12 -14 -15
leaf_value=0.12237916052673202 -0.022153642983602843 -0.0033313794656894707 -0.081306933725351027 -0.033084561205278536 0.004390839481171486 0.014825280570396221 0.019441321286089251 0.030991760053253565 -0.00091340544311082717 -0.083897642796510727 0.14555624342676191 -0.072600002061408958 0.0034448821694828763 -0.017873812656047806
leaf_weight=7.9997415691614142 819.47027212753892 676.04418298974633 177.45609225332737 1864.8198456121609 2988.2427181974053 4170.5514519354329 109.48185308277607 2457.6165862493217 384.95732926763594 64.31141428090632 17.344401016831398 195.11227118223906 51.709374666213989 157.00982533767819
leaf_count=38 8724 3796 508 9192 16125 25676 472 10972 2184 500 63 1247 195 861
internal_value=0 0.00427583 0.0180126 -0.000497863 -0.0100093 0.00875254 -0.0428662 0.023587 -0.0216713 -0.00966766 0.00540133 -0.0510476 -0.0566685 -0.037059
internal_weight=0 13263.7 3420.6 9843.08 4853.06 4990.02 286.938 3133.66 878.444 623.623 402.302 254.821 246.822 221.321
internal_count=80553 75465 15748 59717 25317 34400 980 14768 5088 3608 2247 1480 1442 1361
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=15
num_cat=0
split_feature=97 9 6 83 109 101 30 71 108 9 105 108 51 101
split_gain=157.133 86.5373 135.58 92.5462 66.2872 60.9114 116.613 51.0191 65.9848 64.5783 50.7749 45.5874 29.2286 22.0838
threshold=2.530758746319965 13.075711856428317 2.9167675056102471 0.33528074979138794 5.3850005960473828 1.7297005780997847 36.546733656741409 23.141651039317498 28.721910281655589 4.5895874158182179 6.6932953975284528 0.9532271872094219 0.00023561460565870744 0.84042549828212876
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 10 9 -9 11 -1 -12 -10
right_child=1 5 4 -5 -6 -7 -8 8 13 -11 12 -13 -14 -15
leaf_value=-0.08171837100982253 0.0024126102068457596 -0.052872744607915946 -0.057946914781186555 0.037294935215764456 -0.012558674391393108 0.088394836520973977 0.041220266490675894 -0.034097764986359635 -0.16467206894418548 0.059660171448954052 0.07884694005862139 0.065469954966655128 -0.071917687219824278 -0.05286205207979211
leaf_weight=32.833167352713645 3808.6831052908674 168.79567396081984 387.11108209379017 950.37177030974999 1906.2571758474223 159.8625890025869 599.560168299824 140.70781910838559 21.328662117943168 153.72066498687491 13.190225645899771 58.596782038919628 512.16361009841785 102.83929218584672
leaf_count=1844 26931 632 4121 6811 10165 448 2560 2141 73 561 39 1148 19199 3880
internal_value=0 0.00353121 -0.000246587 0.00937853 -0.02022 0.0322342 0.0205495 -0.0378757 -0.0109302 0.0148531 -0.0561629 0.0126135 -0.0681324 -0.072068
internal_weight=0 7980.64 7052.42 4759.05 2293.37 928.218 768.356 1035.38 418.596 294.428 616.784 91.4299 525.354 124.168
internal_count=80553 51668 48028 33742 14286 3640 3192 28885 6655 2702 22230 2992 19238 3953
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=15
num_cat=0
split_feature=38 97 13 79 33 13 42 79 97 97 80 59 97 1
split_gain=94.1767 112.37 95.4058 66.5224 66.1047 59.9308 55.1092 54.8949 43.7344 39.671 31.9373 30.4922 28.8516 28.0208
threshold=5.8172646821263738 2.4331867392116089 0.58130283283857442 1.0195770272493931 12.997832503362945 0.46803577749629638 0.089245859668991331 1.0158770397294257 6.9182443625657317 2.0181898858041776 0.5705649915568457 0.032464749634957539 2.4902496519718471 3.970168772209083
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 7 5 -3 8 -2 -1 -5 13 -6 -8 -4
right_child=1 4 10 9 11 -7 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.035562363455198365 0.024040144426752862 0.018903688378397239 0.058846931044964981 0.056476825676309329 -0.045601604483364894 -0.029370427186450412 0.018707676571747028 -0.018585520261593252 -0.065885420965700769 0.0009268825699960976 -0.058631998244693034 0.0058028437717582487 -0.029300713479200477 -0.01595118728223173
leaf_weight=1564.9578916514292 453.41788526112214 491.52156460471451 56.631853992119431 359.38693515630439 1144.7426316984929 539.38256807858124 251.56907509360462 905.47318562492728 43.681181273423135 200.16230540955439 161.08533371938393 128.3313015755266 249.16395982122049 433.17409216985106
leaf_count=12110 3170 3791 369 3405 24915 8290 2316 9701 929 1188 1644 3232 1786 3707
internal_value=0 -0.0102912 0.0134623 0.00758642 -0.0251772 -0.00635396 0.0237897 -0.00436272 0.0328076 0.0366055 -0.0200061 -0.0404198 -0.00518122 -0.00730295
internal_weight=0 4222.42 2760.26 1918.44 2303.98 1030.9 2109.37 1358.89 1608.64 559.549 650.891 1273.07 500.733 489.806
internal_count=80553 57692 22861 17464 40228 12081 17141 12871 13039 4593 5720 28147 4102 4076
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=15
num_cat=0
split_feature=40 75 42 59 59 77 75 75 20 47 85 55 28 95
split_gain=99.813 88.4076 95.7681 74.8241 98.8647 88.593 54.7639 51.9684 45.6192 44.8372 26.2125 25.7621 32.1807 18.1074
threshold=0.4524555361780499 0.87530630341597138 0.02403700975114605 0.083325977018948852 0.29661792557893063 2028.5000000000002 17.696651292165829 0.4274182167535035 3.9470747101997099 0.3031178572836028 0.070475496080909042 0.13484503972935 847.84868322773184 0.051288652076321238
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 -5 -3 8 -4 10 -10 -2 12 -8 -1
right_child=6 3 7 4 -6 -7 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.073219309858377241 -0.08747350845594741 -0.025811545225747287 -0.0010003545519289285 0.15401548114517183 -0.012199620466109271 0.049835103207995585 0.068138643939146384 0.065684830608757641 -0.0031382759153237259 0.047750459315636727 0.053549276082131295 0.063997711266536667 -0.051254324652457932 -0.010760312539702492
leaf_weight=91.666382688097656 13.927018003538249 3195.8451931271702 180.27742708288133 56.762586613185704 96.829154807608575 162.69920095056295 41.054385595023632 332.23200492188334 1883.6407086807303 190.66424515284598 245.87684309389442 268.54408183507621 50.156096626073122 94.027305944822729
leaf_count=2181 58 50755 1038 753 1646 1237 132 2839 11288 1887 1125 3369 207 2038
internal_value=0 -0.0125647 0.0199351 -0.0190256 0.0492282 -0.022147 0.0120845 0.042228 0.00648693 0.00153927 0.0459896 0.0484021 0.00248517 -0.0415928
internal_weight=0 4210.34 698.203 3512.14 153.592 3358.54 2693.86 512.509 2334.11 2074.3 259.804 359.755 91.2105 185.694
internal_count=80553 62487 8096 54391 2399 51992 18066 3877 14358 13175 1183 3708 339 4219
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=12
num_cat=0
split_feature=13 97 97 1 85 21 49 82 49 97 9
split_gain=51.0927 48.2635 48.5071 54.0679 31.4871 11.5393 13.7156 6.32887 6.07131 6.04781 0.00428539
threshold=0.21831050137833535 1.2760918443357456 12.757634993682117 18.458237662542981 0.051993621466276528 33.844339729719145 0.14743822669621645 0.081383208850539721 0.087086024401351825 8.0476469275720088 3.3063412532796543
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 -1 -9 -10 -7
right_child=1 2 4 -5 -6 10 -8 8 9 -11 -12
leaf_value=0.14037764663773009 -0.063336416661726874 0.001008473978338883 -0.097050670978493667 0.015826520800776206 -0.010642660615344302 -0.07657896593670778 -0.005663985789878743 0.1108039386740613 -0.071092233353677092 0.090022950389139322 -0.079210781626058338
leaf_weight=1.5209882631897915 66.931126389652491 10276.85322238598 75.951123505830765 3238.3157657086849 94.822646494954824 59.258784070611 107.41438176482916 1.934413257986306 114.56203804491088 2.3781996108591548 6.9082494508475056
leaf_count=6 2888 55928 190 14905 442 1877 2018 15 2177 28 79
internal_value=0 0.00310935 0.00388975 0.00455897 -0.0490724 -0.0412983 -0.0278044 -0.0623156 -0.064909 -0.0678157 -0.0768537
internal_weight=0 13926.5 13685.9 13515.2 170.774 240.513 174.346 120.396 118.875 116.94 66.167
internal_count=80553 78327 71465 70833 632 6862 4906 2226 2220 2205 1956
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=15
num_cat=0
split_feature=73 45 89 4 73 110 23 16 76 18 53 95 90 91
split_gain=180.622 116.567 116.303 86.9924 72.9941 72.7454 54.2788 43.6762 27.666 24.6254 23.1421 20.6508 18.5224 16.1279
threshold=2.9930147413201929 21.506697586390001 0.23150795797600132 0.738804547091788 0.48877631821601603 0.54797023753510699 1728.112986951209 0.053091605964273092 382.50000000000006 0.40225086376690239 0.0033234658018964761 0.032492256685139047 0.13114457401700799 -0.20532589590113437
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -5 -1 8 -4 11 10 -8 -2 -11 -3
right_child=6 3 7 4 -6 -7 9 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.079524807059567992 -0.023312256672691142 0.031420917318145745 0.19813943481417706 0.033284972210501841 0.0062070542826803436 0.045218830414311663 -0.2201352173375685 -0.046528759207982343 -0.067229853941190507 -0.10602902804277047 0.043467769263011262 -0.070466316538941906 0.01151490728949088 -0.070015542731597602
leaf_weight=55.914590055588633 448.26490612654015 17.400566349737346 7.3601096272468558 1233.5795215512626 5159.0549753215164 285.17822786653414 3.4228934347629538 838.6150740920566 408.79499080893584 25.580177182331681 123.3114146143198 117.1460570031777 28.168176157400012 157.99817937845364
leaf_count=2869 3149 126 14 6876 22954 2237 13 23663 13842 225 572 2538 200 1275
internal_value=0 0.00431381 -0.0245248 0.00952593 0.0114322 0.0247699 -0.0380791 -0.0444001 -0.0474111 0.0122931 0.0363483 -0.033082 -0.0444272 -0.0599525
internal_weight=0 7755.1 1187.07 6568.03 6392.63 341.093 1154.69 845.975 974.206 180.483 126.734 565.411 53.7484 175.399
internal_count=80553 60014 28783 31231 29830 5106 20539 23677 19529 1010 585 5687 425 1401
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=13
num_cat=0
split_feature=51 93 85 13 83 49 49 19 3 12 34 19
split_gain=92.0882 104.008 134.78 93.6897 81.7531 64.9176 58.8569 53.8242 24.778 14.0409 25.8714 10.9301
threshold=0.00031343619750845241 0.42968129790453813 0.20087013901949743 0.39664388036081388 0.21050350340281568 0.23034186428059664 0.35437194855702953 0.038495327164707584 60.632249187333279 0.24076595207806259 372.63785869970104 2.8822567905143033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 5 -5 -2 -4 -3 -1 10 -10 -11
right_child=1 2 6 4 -6 -7 -8 -9 9 11 -12 -13
leaf_value=0.79703887016670616 0.059470769319077701 0.0468739012888513 0.013456876098777958 -0.049031332567641445 0.011216217011617874 0.00089482923462098842 -0.026626144948071279 -0.039757278560213855 0.077109412965562688 -0.064149461368988039 -0.058003669166052929 0.17564075260297282
leaf_weight=0.34340229444205661 641.23549501318485 76.011117501184344 1775.2440168745816 257.89143900573254 1778.3677293872461 268.39244003267959 461.58472317783162 1269.8347706324421 22.054265887942165 273.73646852374077 39.651240427512676 1.9142015753313888
leaf_count=9 4640 1235 13042 2721 12975 3699 8079 17960 496 13064 2600 33
internal_value=0 0.00158588 -0.00985946 0.0155053 0.00358589 0.0421875 0.00518547 -0.0348645 -0.0519677 -0.0528319 -0.00971268 -0.0624843
internal_weight=0 6528.56 3582.67 2945.89 2036.26 909.628 2236.83 1345.85 337.7 337.356 61.7055 275.651
internal_count=80553 64351 40316 24035 15696 8339 21121 19195 16202 16193 3096 13097
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=15
num_cat=0
split_feature=13 13 11 78 14 47 9 80 63 91 89 49 0 69
split_gain=102.689 102.402 89.5678 72.4661 51.4179 40.3714 32.8003 26.7722 8.02629 11.7303 5.51998 13.0065 6.33742 4.94341
threshold=1.2792698388302031 0.28186668593797798 1.1959337627546798 1.0159505132205473 0.14280852107962547 0.0087289036492662272 1.8617616943637911 0.13169216231520189 0.016502252697131372 0.15447943650998811 6.558592214694575 0.21063853731257345 2.2693255676569359 0.43311303108169308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 7 -6 -3 -1 9 13 12 -12 -10 -2
right_child=8 2 3 -5 5 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=0.070672373144169437 -0.086720259047092019 0.069882804229430384 -0.03254813756029884 -0.0050296660083640607 0.31702220285436589 0.057344322452242219 -0.0070720177454069721 -0.037021793863071244 -0.0015305796439389378 0.10699685215829383 -0.17901094169182866 0.060984637928331489 0.092759741424734365 0.10427310255606055
leaf_weight=30.01068050134927 9.0051900325343031 194.91163067612797 1202.5585715589114 4685.2860441403463 6.1008909386582664 320.50516457948834 77.373371173627675 100.0029522003606 7.5488895848393431 7.2628754451870909 2.5373243987560299 20.523512572050095 127.90148566290736 1.5952166318893422
leaf_count=532 157 1973 23751 46521 121 3349 682 2676 51 31 13 251 442 3
internal_value=0 -0.00467008 -0.00805708 -0.0106502 0.041023 0.062195 0.0480151 -0.0121631 0.0726436 0.00909747 0.0798049 0.0345785 0.0875048 -0.0579784
internal_weight=0 6616.75 6160.13 5887.84 456.62 326.606 272.285 130.014 176.374 17.8633 158.511 23.0608 135.45 10.6004
internal_count=80553 79605 72927 70272 6678 3470 2655 3208 948 191 757 264 493 160
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=14
num_cat=0
split_feature=83 93 44 93 65 49 62 51 98 14 11 62 42
split_gain=45.753 46.9492 52.6421 75.9462 64.353 29.3575 37.3484 22.4593 2.71666 7.71995 1.5274 1.00262 0.33538
threshold=13.359316733472427 0.20962328273604428 6.7170630720941 0.61209766777486674 0.011485016047872108 0.13957160797365606 0.011480556386504259 0.00060308536448397648 1.0003662758632885 0.14374562961688367 4.1124949730827325 1.1121924466918347 0.036302662466975145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 11 -10 -11 -2 -13
right_child=8 2 4 -5 -6 7 -8 -9 9 10 -12 12 -14
leaf_value=0.051479641003431498 -0.13804142488102142 -0.02863690405091637 -0.064791265874626913 0.016057546202107458 0.0074931583441543567 0.0059167604466666057 -0.064114872368283879 -0.034436095709046148 0.089976862796339291 -0.074732575024242118 0.0091590448290407491 -0.11214887174978228 -0.083606701860147514
leaf_weight=32.14471716247499 5.1523518040776279 1048.8812417676672 124.5265452992171 596.34626060351729 11246.350641895086 396.62044730968773 214.2465234445408 211.4646602300927 3.2226786166429511 41.700989705044776 2.2894354481250039 5.205720484256747 19.681677976623178
leaf_count=139 17 10198 640 5154 58218 2246 1340 1354 11 1067 36 10 123
internal_value=0 0.00279186 0.00428251 -0.0124365 0.00670155 -0.019915 -0.0490342 -0.00811615 -0.0743799 -0.0594218 -0.0703665 -0.0978894 -0.0895769
internal_weight=0 13870.6 13016.1 1645.23 11370.9 854.476 246.391 608.085 77.2529 47.2131 43.9904 30.0398 24.8874
internal_count=80553 79289 74210 15352 58858 5079 1479 3600 1264 1114 1103 150 133
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=15
num_cat=0
split_feature=73 77 51 73 75 95 16 73 39 39 78 9 13 78
split_gain=160.172 107.292 90.9828 87.0472 82.7191 50.3462 35.802 32.5475 29.8724 29.4442 41.5652 23.5882 18.9207 6.26785
threshold=2.7379722310609833 999.83333333333348 0.0003225134866865066 0.44559765810695212 1.9766190281851905 0.0062398876494153205 0.21318879334031549 4.858260426619065 6.103866442571392 25.059875081023005 1.0165018903556124 3.5597914967082729 0.57244128864637922 1.0245900897830815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 8 -5 -3 -7 12 -1 10 -2 -11 -4 -9
right_child=2 5 7 4 -6 6 -8 13 -10 11 -12 -13 -14 -15
leaf_value=-0.063780601157225461 0.022603795310085106 0.068669014768589429 -0.02845247995866719 -0.02808774482292932 0.0074616101605633331 -0.084039473920817842 -0.025514143188160344 -0.080289016644495406 0.035494003032434947 -0.071863816775873238 -0.081299500262233537 0.045406972876591144 -0.067935619869840813 0.012901603494715126
leaf_weight=31.144380795303732 88.179517706856132 37.734385013580322 547.07714216294698 751.5269582120236 5072.4288936569355 190.28441902738996 231.92097241617739 267.79830886912532 1132.1915718559176 18.872746885754168 68.339250532910228 188.12310371734202 155.97366309142672 7.4171833400614551
leaf_count=1535 260 207 9739 14784 26647 2919 3990 8127 7088 71 299 741 3973 173
internal_value=0 0.00478324 -0.0327508 0.00786276 0.0028743 -0.042 -0.051891 -0.0486242 0.0328363 0.0099668 -0.0227625 0.0347149 -0.0372119 -0.0777775
internal_weight=0 7447.23 1341.78 6987.29 5823.96 459.94 422.205 978.266 1163.34 363.515 156.519 206.996 703.051 275.215
internal_count=80553 57170 23383 50054 41431 7116 6909 22012 8623 1371 559 812 13712 8300
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=15
num_cat=0
split_feature=98 13 39 39 73 84 97 37 107 18 79 94 47 103
split_gain=76.757 68.9449 88.3381 58.9785 116.579 57.7446 53.9882 51.7298 46.923 29.8565 26.4534 18.8925 17.1715 16.4031
threshold=0.48159592846405824 0.57535996249187871 7.9268066590425565 5.8220046435114963 1.1830035405705035 0.32607946426794582 1.8930742539852934 40.379850786194332 5.114895048760304 1.7372647396212746 1.0235591673202746 0.13750461457522947 0.17386361019653257 1.1551095744813573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 11 6 -4 -5 -2 -6 13 -11 12 -1 -3
right_child=1 9 5 4 8 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.044923827704188887 0.0024463092863420653 -0.023044709770974572 -0.028415568715728531 0.027067051105759216 0.011462255380773955 0.030487114326533796 -0.044453246354010191 0.044702252042445989 0.057794922312688214 0.0010279838006996885 0.29947138143767682 -0.12006882650812381 0.24207845368747477 -0.054231414234734945
leaf_weight=433.23746454901993 1013.317304876633 260.72595166647807 1253.6434917207807 130.71900089643896 1663.4096274515614 191.91188058583066 548.07203339226544 405.70285321585834 251.64811610989273 133.66254878090695 3.0374958198517552 6.8804306443780652 4.4631912950426331 477.55807649390772
leaf_count=4196 8109 2567 26104 1797 13568 2147 5498 3842 1799 2474 21 76 49 8306
internal_value=0 -0.0107011 -0.00319679 0.010697 0.00492897 -0.0205957 -0.0306801 0.0145274 0.0175506 -0.0352692 0.00765944 0.0443496 0.0469342 -0.0432178
internal_weight=0 3739.56 2864.58 3038.43 2593.85 1445.56 678.791 1419.02 1915.06 874.984 136.7 444.581 437.701 738.284
internal_count=80553 53570 40202 26983 22662 28251 7295 11951 15367 13368 2495 4321 4245 10873
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=15
num_cat=0
split_feature=73 91 15 21 63 92 49 21 59 56 15 65 92 49
split_gain=96.8888 88.0191 78.0055 58.4489 33.7806 25.3537 18.7024 25.5494 17.686 17.1389 20.6414 10.4475 10.477 7.06101
threshold=3.9907708533793218 0.52066727392625023 0.86621784819671022 10.937534318800971 1.2546923428055703 0.37165548432317913 0.35902208925957696 10.794226342337483 0.076204456667891773 0.2083209488883738 0.44047425726290818 0.20367168758264168 0.24474982371751933 0.33763770098235407
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 9 7 -7 -8 10 -2 12 -3 -11
right_child=5 11 4 -5 -6 6 8 -9 -10 13 -12 -13 -14 -15
leaf_value=0.013455140467468872 0.020535766291803398 -0.10828807369783021 0.03466127557358345 -0.021984323041581197 -0.0086164575590479114 0.049057057567137137 0.013352304940096892 -0.010678555210381923 0.061190945845261947 -0.12343073835524276 0.056632453208257119 0.10006570239315696 0.054517655378838542 0.022968655218230265
leaf_weight=536.12321564787999 390.68547245580703 4.4342498779296866 459.3704350637272 3526.5063673770055 296.9476193357259 82.186921255663037 370.22490750998259 555.84071651473641 97.66819641366601 9.7434818036854249 266.4665252296254 72.59202547185123 36.401338250376284 4.9774972908198825
leaf_count=7734 2728 64 2507 55156 1699 518 1893 4191 1383 37 1834 511 244 54
internal_value=0 -0.00976856 -0.011818 -0.0173076 0.0176695 0.0174606 0.00815252 -0.00298377 0.0233382 0.032782 0.0351725 0.0773031 0.0368389 -0.0739298
internal_weight=0 4932.38 4818.95 4062.63 756.318 1777.79 1105.92 638.028 467.893 671.873 657.152 113.428 40.8356 14.721
internal_count=80553 67915 67096 62890 4206 12638 7985 4709 3276 4653 4562 819 308 91
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=15
num_cat=0
split_feature=39 1 55 108 30 101 108 103 21 91 77 1 31 103
split_gain=42.8314 46.8751 90.7597 87.6214 82.0636 81.9032 65.6927 38.9021 37.857 40.6902 29.3807 23.4424 48.7705 11.5957
threshold=35.222412404927731 18.095766899512196 0.027602488591034275 7.2708297421709842 6.1869496346470294 0.27958309808149606 13.195927028393992 0.60873586480698616 72.827936502038042 -0.32398133275708524 636.72222222222229 10.562864117442947 136.18171771103644 0.86117709762098371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 -5 -4 11 13 -10 -3 -2 -13 -9
right_child=7 2 6 5 -6 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=-0.013950617572076263 -0.078084996161307138 -0.075846384855275256 0.031128540339265817 0.16220197623899657 0.014783904228687037 -0.012236488242623012 0.0024188463257967313 0.09209800952736244 0.074426430570227728 -0.0086227663561095087 0.091951127537904465 0.238837876778212 -0.077830183667568109 -0.070379708731149251
leaf_weight=1290.5719094499946 142.79451483581215 135.89931733161211 1660.5635541789234 27.096287414431572 4323.6309740459546 4053.1491160057485 1532.579886412248 4.5887167751789084 67.17372524458915 484.57154396641999 11.302856855094431 7.5369398146867779 13.71113672479987 102.70471279509366
leaf_count=13117 1077 546 8016 143 24467 22073 6736 23 383 3237 70 30 170 465
internal_value=0 0.0035938 0.0138099 7.37155e-05 0.00817852 -0.0110781 0.017349 -0.0199272 -0.00908075 0.00148828 -0.0629621 -0.0635027 0.0344957 -0.0634309
internal_weight=0 13034.8 3340.35 9694.45 5614.2 4080.25 3193.14 823.081 659.039 551.745 147.202 164.043 21.2481 107.293
internal_count=80553 75168 15368 59800 37584 22216 14752 5385 4108 3620 616 1277 200 488
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=15
num_cat=0
split_feature=73 23 93 83 77 77 97 97 13 83 60 75 108 97
split_gain=139.61 97.3621 94.3788 106.685 79.3845 53.8183 26.5008 53.2651 25.7756 24.3181 10.3813 7.17467 24.2732 5.49304
threshold=2.9930147413201929 102.04055807465537 0.42218396660987206 0.26564284007295519 1885.8333333333335 182.94444444444449 2.6426036285255883 3.5454260451171851 0.25484784401316535 0.60384139890401956 0.0061990224517427433 0.46590357958110395 0.9532271872094219 3.3594484597651819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 -3 8 -7 -8 10 -10 -2 12 -1 -13
right_child=5 2 3 -5 -6 6 7 -9 9 -11 -12 13 -14 -15
leaf_value=-0.081951200001295035 -0.33122315308184902 -0.0017596176825345233 -0.001862191821649155 0.035669034865070511 -0.10286303872142864 -0.069743485730580132 0.0076724012951993048 -0.052328076182932531 0.056334901885536685 -0.046101860619215923 -0.061499497496129957 -0.074438796858039918 0.059793708304582999 -0.029809138264010659
leaf_weight=29.743725601118058 2.5986899957060805 4202.4265352091752 1341.7299238592386 1739.0587168582715 79.123397711664438 267.89004458370619 220.85260729445145 448.26086453325115 101.49595665931702 30.032240606844425 3.164806192740798 161.43462439114228 20.344879218377173 33.260049669072032
leaf_count=2275 9 23081 10316 10789 620 11762 3035 5211 381 106 35 11357 207 1369
internal_value=0 0.0039133 0.00597615 0.0193236 -0.00362802 -0.0345975 -0.043165 -0.0325239 0.023875 0.0329452 -0.183115 -0.058131 -0.0243776 -0.0668146
internal_weight=0 7607.12 7362.34 3080.79 4281.55 1074.3 937.004 669.113 137.292 131.528 5.7635 244.783 50.0886 194.695
internal_count=80553 60014 44806 21105 23701 20539 20008 8246 531 487 44 15208 2482 12726
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=13
num_cat=0
split_feature=51 13 49 97 51 56 92 99 38 13 13 41
split_gain=75.5565 87.847 74.2118 55.6903 50.114 58.2701 24.4825 20.3744 19.4788 29.7063 9.33392 8.85245
threshold=0.00031343619750845241 0.46803577749629638 0.44454855386961151 2.289216839774848 0.0009272981352797927 0.0041082550794363289 0.14040377762475398 0.093146162892933912 7.3048581132635304 0.36111115238836183 0.39380727795260756 7.4968885536148866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -6 -3 -1 9 -9 -4 -10
right_child=1 4 10 -5 5 -7 -8 8 11 -11 -12 -13
leaf_value=0.65707773912903267 0.034483759766436251 0.05388266693670779 -0.070984555906270577 0.0064282434435609277 0.040884994830762994 -0.010539308234550425 -0.047876163974716085 0.10008773276543514 -0.062466421748089154 -0.068269160696010397 -0.022358490081832078 0.10749142145133402
leaf_weight=0.40753225237131019 1066.2026599878445 25.060433336533606 103.6002779151313 2103.2034247997217 242.95372585020959 2368.1529236454517 418.15070737339556 20.222465635510162 262.06503707007505 21.756080712191761 63.776411049067974 3.1009139334782949
leaf_count=5 10281 206 3866 17033 1929 22232 7498 210 15181 746 1306 60
internal_value=0 0.00122232 0.0124391 0.0158662 -0.0110318 -0.00575447 -0.0421224 -0.0495214 -0.050459 0.012834 -0.0524563 -0.0604789
internal_weight=0 6391.1 3336.78 3169.41 3054.32 2611.11 443.211 307.552 307.144 41.9785 167.377 265.166
internal_count=80553 64351 32486 27314 31865 24161 7704 16202 16197 956 5172 15241
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=15
num_cat=0
split_feature=91 95 73 76 7 105 97 91 79 79 79 76 73 97
split_gain=83.1341 76.4119 65.568 67.2179 44.1159 35.0321 30.73 20.2745 18.6372 16.8122 16.5501 15.0711 12.4223 18.7262
threshold=0.37188065834148915 0.13155153766276242 2.0973530832417411 2214.5000000000005 0.61161589976524378 18.569398275095516 4.7964562411749343 -0.22604312818742492 1.0198283267934074 1.0182624445647523 1.0229347938278852 249.50000000000003 4.1031659902086028 3.9679651708179597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 12 10 9 -8 -3 -7 -9 13 -2
right_child=5 7 4 -5 -6 6 8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.02496209886791988 -0.013658149964371922 0.10709950579291039 0.031051076141685775 0.037446047372404527 -0.0036869481748381854 0.052988518969204604 -0.052992377705853383 0.1792818964287205 0.079912418553970577 -0.063723795631287258 -0.016513873115615019 0.024465234072540455 -0.048797843173011141 0.11788459718270679
leaf_weight=2404.5397551693022 53.645848341286182 63.382767379283905 424.94050563499331 185.92971525527537 2617.1781801171601 488.00281217508018 50.643057819455862 6.4899013154208651 13.327957087196408 6.3374940399080506 36.848068121820688 202.09235064871609 63.524576446972787 13.557194288820027
leaf_count=45389 573 255 4335 1351 21684 3570 480 32 121 27 251 1479 736 270
internal_value=0 -0.00626342 -0.00879073 -0.0204828 0.00116546 0.0297367 0.0401334 0.044887 -0.0253025 0.0915719 0.048109 0.0292823 -0.0170919 0.0128786
internal_weight=0 5910.89 5632.59 2590.47 3042.12 719.55 588.822 278.303 63.971 69.7203 524.851 208.582 130.728 67.203
internal_count=80553 74552 72759 46740 26019 6001 4422 1793 601 282 3821 1511 1579 843
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=15
num_cat=0
split_feature=59 82 45 95 43 87 43 87 87 77 35 77 60 29
split_gain=45.4089 78.0364 60.3669 65.9187 48.2183 67.0116 58.3505 61.422 59.9308 47.3979 43.4124 38.5147 25.5007 8.82462
threshold=0.039668349967966761 0.14073349809530131 67.99597978998203 0.012208766367085551 0.024052857795421562 7.0127793756281571 0.03120509713717395 46.017535958643812 236.34359771503657 3089.5000000000005 25.945413458766314 539.70833333333337 0.0017690501410429088 6.2202521344405541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 10 8 -8 -6 11 -1 -3 -7 -11
right_child=1 9 -4 -5 6 12 7 -9 -10 13 -12 -13 -14 -15
leaf_value=-0.10430660199621052 0.25409464172742097 -0.0009972452959953978 -0.074620422470664763 0.053259865517253029 0.019599258728371594 -0.040981635038729272 0.020095218753198252 0.0002769070896113277 0.093634020654304706 -0.024555927055688345 0.042799841941501507 -0.038343960302843955 0.045364986768324483 0.19683923279777937
leaf_weight=22.298364569433033 21.782782198861241 430.53629488032311 24.365492023527622 65.44242575019598 652.24576343782246 585.55474738776684 1896.2333794510923 8921.1580557711422 131.36067236587405 2.1331839151680461 199.92602558992803 769.98419576650485 36.324495785869658 11.539233542978762
leaf_count=212 94 2660 250 462 3717 3246 16733 42144 1179 15 1957 7566 274 44
internal_value=0 -0.015487 0.064541 0.103414 0.00398074 -0.019095 0.00565976 0.00375096 0.0320102 -0.022842 0.0280389 -0.0249505 -0.0359381 0.162297
internal_weight=0 1325.78 111.591 87.2252 12445.1 844.104 11601 10817.4 783.606 1214.19 222.224 1200.52 621.879 13.6724
internal_count=80553 11091 806 556 69462 5689 63773 58877 4896 10285 2169 10226 3520 59
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=15
num_cat=0
split_feature=8 93 95 42 101 85 93 77 78 6 43 51 78 77
split_gain=120.281 97.7336 101.371 99.544 136.799 70.0811 69.655 45.3951 38.9548 37.7648 36.0143 30.1195 14.0476 11.1619
threshold=3.3653285954833914 0.36312129427053258 0.016554166001661399 0.072091382746761093 0.81964325067478749 0.12060439668749635 0.22503862844906117 585.72222222222229 1.0162933550159741 0.29253175391166614 0.02345356873439124 0.00021627338917685218 1.018592550981267 388.16666666666669
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 5 -5 -3 -2 -4 9 -1 -11 12 -10 -13
right_child=1 3 7 4 -6 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.090067674965214603 0.021150467878743334 0.012249091650215357 -0.028224221457249406 -0.03884498825987534 0.05539177133532628 -0.025905278273216183 -0.011556837037504899 -0.088132329905651896 -0.10893864910667712 -0.56745560328771993 -0.016554991327983017 -0.03757241334622112 0.040781448453828806 -0.06736914227158658
leaf_weight=35.805441333912313 1022.3894115216099 2340.2774563510902 645.1429433291778 185.04819233459421 919.38403769489378 606.08133182418533 1793.0546116102487 157.3301920609083 7.2203489467501631 1.1916033020243038 286.39757570135407 194.61729771317914 47.449611864984035 355.11790153058246
leaf_count=135 4217 12779 6966 2195 6059 9677 8006 3037 34 19 7585 1801 186 17857
internal_value=0 0.00332926 -0.00861616 0.0139982 0.0396024 0.00440054 0.000320367 -0.0399696 -0.0347923 -0.00677989 -0.0188376 -0.0497807 0.0210077 -0.0568205
internal_weight=0 7668.71 3617.92 4050.79 1104.43 2946.36 2815.44 802.473 927.8 323.395 287.589 604.405 54.67 549.735
internal_count=80553 52936 22226 30710 8254 22456 12223 10003 27617 7739 7604 19878 220 19658
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=15
num_cat=0
split_feature=93 9 9 6 99 49 93 49 13 60 99 89 43 43
split_gain=65.7471 166.376 71.6556 100.7 94.4336 57.4531 53.655 48.8923 47.1072 52.2227 48.6843 42.1105 56.7288 31.2217
threshold=0.42603679231533192 3.2772016676891189 5.2506305260874759 2.1280951123780354 0.87608792411308289 0.41999432633885542 0.63026230879424905 0.085368671615233149 0.41151863652234938 0.056650281782307028 0.3722710023464495 4.478263987199619 0.073757456535116353 1.579070837404674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 7 -5 6 -2 -4 10 -10 -1 12 -3 -13
right_child=1 11 3 4 -6 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.091695599680520601 0.027754658035305465 -0.021859624158121333 -0.27783013051435551 0.046654376202994965 -0.012704766104270918 -0.036571207884855954 -0.0062882409477647977 -0.044624727518632876 0.0020655950870868056 0.065117441213635205 0.027586286859077991 0.16994962025017099 -0.062602135939089809 0.0053822142382410846
leaf_weight=180.41187694109976 1106.6321144145913 760.78486736910418 9.2168518113903684 426.46179436077364 721.3318708348088 260.39333787583746 795.98521032836288 365.3675097594969 804.26416763942689 157.00336007541046 344.9139594330918 14.381062882486729 620.46875524241477 58.117588653694838
leaf_count=1479 8538 15684 236 4282 12927 6136 5539 7049 4890 883 2843 171 8723 1173
internal_value=0 -0.0101003 0.00990691 -0.00534242 0.00935007 0.00748307 0.0135124 -0.0503629 0.0255233 0.0123638 0.0496033 -0.0362622 -0.0401614 0.0380263
internal_weight=0 3616.76 3008.97 1522.38 1147.79 2163.01 1902.62 374.584 1486.59 961.268 525.326 1453.75 1381.25 72.4987
internal_count=80553 45964 34589 24494 17209 20213 14077 7285 10095 5773 4322 25751 24407 1344
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=15
num_cat=0
split_feature=96 15 79 1 79 104 40 103 71 77 85 69 58 7
split_gain=71.0289 69.9471 54.7771 124.449 58.0639 52.6114 50.6684 36.5883 32.7851 32.2571 30.9831 28.7211 23.6859 19.0762
threshold=2.8535623807329489 0.82706086073824869 1.0217204609189672 6.4156952728058982 1.0159134550675433 54.869407103502922 0.052078212641712036 13.054918697048294 50.147499357782486 1415.5555555555559 0.085510869322564673 0.19552429145599176 0.098138551077188413 9.1103383083185268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 9 7 10 -6 -1 -7 -4 -2 -5 -3 -14
right_child=1 12 3 11 6 8 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.021966026122575359 -0.041962466304076018 0.10987934840767122 -0.090703399201005439 -0.022857316458204859 -0.06013335742697621 0.09464059985644166 0.019451681398917245 0.071161553848715864 -0.029414243499312556 -0.017411108748480005 -0.016252659872516371 0.046218327701104206 -0.0076411740751357385 0.049687044400619787
leaf_weight=626.54409151198342 682.03887178469449 34.821690410375595 202.72512920293957 87.575882868375629 82.454530538059771 61.920806762296706 2684.1263095731847 45.233446858823299 32.47681038454175 85.323190326802433 1498.772719392553 192.51691336557269 114.43383177183568 117.78990726359189
leaf_count=9331 17676 86 2766 1958 1606 418 20485 479 370 901 22332 871 420 854
internal_value=0 -0.0154468 0.00592321 -0.0228418 0.0106762 -0.0211295 0.0170797 -0.0156954 0.0519604 -0.0689934 -0.0242933 0.0246206 0.0329697 0.0214372
internal_weight=0 2542.25 4006.5 568.141 3438.36 2275.21 2766.58 671.778 94.3976 288.048 2180.81 280.093 267.045 232.224
internal_count=80553 42156 38397 6496 31901 40796 22091 9810 788 3667 40008 2829 1360 1274
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=12
num_cat=0
split_feature=13 30 87 93 87 9 93 75 55 101 64
split_gain=41.7562 41.9607 69.0351 107.624 68.6702 48.404 46.6577 28.6315 6.90636 5.13124 3.87534
threshold=0.21831050137833535 6.6936029357655071 44.678300050851895 0.30690817752184146 18.518861480662867 2.4864380281331551 0.61209766777486674 0.78233360287996734 0.035238942700282765 0.24713409499733519 0.0056158014156131499
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -4 -2 -6 -1 -10 -11
right_child=1 2 5 -5 7 -7 -8 -9 9 10 -12
leaf_value=0.1450616314756904 -0.012211611088215665 -0.040192650306067494 -0.029163862010292085 0.038607450517826027 -0.055193234362019609 0.0033180146348596737 0.040378203361406989 -0.018018005017284688 0.1233675751883837 0.072782419306312768 -0.068844051697415407
leaf_weight=1.6116019040346135 371.35988244786859 205.69712924398482 480.47740173572674 1101.2217274317518 304.76248648995534 10156.805232623592 309.13683112431318 647.00057136407122 1.4486463665962208 1.9695342071354378 101.54334266576916
leaf_count=10 4035 1890 5688 7751 2617 47113 2707 6526 7 23 2186
internal_value=0 0.00246049 0.00451564 0.026205 -0.0125783 0.00185083 0.011679 -0.0299218 -0.0603793 -0.0635337 -0.0661493
internal_weight=0 13576.5 11944.2 1306.92 1632.26 10637.3 680.497 951.763 106.573 104.962 103.513
internal_count=80553 78327 62442 9641 15885 52801 6742 9143 2226 2216 2209
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=15
num_cat=0
split_feature=23 9 75 60 79 60 97 79 63 43 51 15 7 59
split_gain=111.515 67.1652 99.9938 110.895 93.3307 50.3967 43.4931 21.2039 24.3261 46.7368 12.6554 9.21295 3.40046 2.74551
threshold=133.28430064904992 12.422633916661265 3.5096784521904167 0.034585750883120332 1.0245661683921907 1.2211009301680622 10.258725884423882 1.0161902832415313 0.025849345699287839 0.12661786909845482 0.00021627338917685218 0.11227712325188498 2.9607277993443328 1.1128285294312825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 8 11 -10 -9 -1 -7 -12
right_child=1 5 4 -5 -6 12 -8 10 9 -11 13 -13 -14 -15
leaf_value=0.057947642003977687 0.013838511024077602 0.019737888056247745 -0.017692473735399446 -0.057793118999772013 0.07805549496114611 -0.22809691142234284 0.079784135349002569 0.06941863132074752 0.11192324141566823 -0.048206271804924358 -0.075189398447426004 -0.062294750936317062 -0.12168938092130405 -0.0042846155750247928
leaf_weight=6.7920781718567005 3487.7218133704737 958.21428006049246 3151.6069053427782 230.40178271359764 105.20235955528915 3.8919293656945255 138.00069148465991 6.3592193573713294 31.434126385953277 43.382163682254031 232.45192866004072 103.05576690472662 13.152842805720864 5.5923718127887687
leaf_count=58 24768 4176 19710 2905 589 18 383 16 489 1721 18688 6418 73 541
internal_value=0 0.00183431 -0.00180631 0.0093997 -0.0145996 0.0246439 0.027297 -0.050481 -0.0249065 0.0190723 -0.0698044 -0.05486 -0.145986 -0.0735236
internal_weight=0 8088.19 6974.93 3718.12 3256.81 1113.26 1096.21 429.068 184.664 74.8163 244.404 109.848 17.0448 238.044
internal_count=80553 52622 47972 27673 20299 4650 4559 27931 8686 2210 19245 6476 91 19229
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=15
num_cat=0
split_feature=71 59 93 9 87 41 39 49 78 9 45 47 48 7
split_gain=65.5505 79.8891 57.4706 135.215 47.9358 38.9265 28.1975 23.7665 22.8981 20.353 16.9594 16.4759 9.90751 7.85361
threshold=27.303746169448495 0.13069826912853835 0.43713985807641392 3.3372269334357925 401.83627663994127 2.3624448104921312 22.252458779979907 0.37939098594568893 1.0229298053020652 7.7552996490953428 1536.9618133043095 0.05798930123503715 0.11878446928572985 9.1103383083185268
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 10 11 9 -8 -3 12 -7 -2 -12
right_child=5 7 3 -5 -6 6 8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.0066331438000032236 -0.0096805470438912512 0.069043662299033234 0.0056709901343219874 -0.038633289534163964 0.060084738210938266 0.023494862463201312 0.027178702019006698 -0.055245317202185153 0.17386717257650616 -0.030832429391340968 0.17288444185283755 -0.058753676968195702 -0.061012872437889769 -0.071962999534369951
leaf_weight=2497.9657554961741 42.541404287330806 249.27418835740536 1960.6375480573624 1061.9865339421667 179.86003575241193 40.152977347839624 49.703757141949609 18.851760879158974 13.540653627365826 22.222436180803925 4.825084898620843 61.904006300261244 323.67205904610455 1.7982493012677876
leaf_count=23472 1556 1840 16213 18099 1107 484 1120 562 114 563 28 2895 12423 77
internal_value=0 0.00216183 -0.000444363 -0.00989514 0.0102233 -0.0342733 0.00611888 0.0533296 0.0585848 0.0608686 -0.0521816 -0.0263941 -0.0550498 0.106408
internal_weight=0 5990.8 5700.45 3022.62 2677.83 538.138 165.301 290.348 63.2444 271.497 372.837 102.057 366.213 6.62333
internal_count=80553 61856 58891 34312 24579 18697 4613 2965 1234 2403 14084 3379 13979 105
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=15
num_cat=0
split_feature=73 32 8 59 21 1 60 73 71 73 49 58 49 85
split_gain=70.3835 82.6582 87.3828 63.3997 58.5442 23.5249 32.0657 27.2973 26.8395 22.1587 25.8401 18.1517 19.2303 16.5831
threshold=4.9450294029298538 3.5629354347550612 3.7207495323397777 0.083325977018948852 27.418357498795391 5.4468712702184297 0.020291134475286087 7.2952908429116272 15.690614156299382 40.07017907356137 0.28923830690713653 0.034664422123190944 0.66738517198916403 0.07505273846380621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 -3 9 7 -7 -8 10 -2 12 -1 -13
right_child=5 2 3 -5 -6 6 8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.020975736329908002 -0.035384452204979162 -0.013760165475023589 -0.028661456448440661 0.029995126649979931 0.017031793349032504 0.032183081411367269 -0.051897229740357181 0.10115111925500318 0.02463766237249268 0.1265789127745903 0.016448260485352566 -0.0082641130951770555 0.31658047635372494 0.058465445687497501
leaf_weight=58.466741313226521 151.60966881178319 1153.5113444258459 2258.179292376386 200.64234800636768 1328.6936090472154 134.64227195642889 51.242619020864367 100.01948507595807 432.99784216098487 13.739641938358544 263.07159960642457 43.483682583784685 1.7378631532192219 259.43811889411882
leaf_count=1342 1416 14969 41166 2651 10364 1205 339 487 2224 164 2378 317 4 1527
internal_value=0 -0.00712918 -0.0105134 -0.023875 0.00272239 0.0201866 0.0312407 0.0615792 0.0165387 0.00163763 -0.00250205 0.0389192 -0.0112319 0.0488866
internal_weight=0 5304.15 4941.03 2458.82 2482.2 1147.32 718.902 234.662 484.24 428.421 414.681 363.126 60.2046 302.922
internal_count=80553 72340 69150 43817 25333 8213 4255 1692 2563 3958 3794 3190 1346 1844
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=15
num_cat=0
split_feature=79 108 79 38 6 97 43 105 57 43 57 103 77 64
split_gain=38.7556 52.0159 50.2122 66.0915 68.1291 58.1644 102.701 62.1524 43.2525 46.8601 32.6382 27.3312 27.0864 16.7433
threshold=1.0238914613375913 7.9871115874538754 1.0169282757638711 3.9995731221758271 0.55523054618626067 4.9144029631043553 0.022726920980180972 11.390707623663205 0.10647430280222911 0.041200807360830878 0.0020075281595352762 1.3403457921973272 305.16666666666669 0.0037350735026543424
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 12 -5 7 -7 -1 9 -3 13 -12 -4 -2
right_child=1 8 3 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.015105176195953857 0.42546895995524409 -0.0014998441385052337 0.12903789148125885 -0.016634931742967905 0.018557289219898718 -0.062936402397930927 0.018416350490195018 -0.014275896489521581 0.19385638424538448 -0.058218983778017819 -0.0043054119963891182 0.059307459051383973 -0.025421226841058027 0.076191074343100754
leaf_weight=894.84585209190845 2.6898559033870688 227.41140514425933 11.595923893153666 628.14848431013525 4427.1283581140451 169.09879937767982 1884.8753659259528 3684.4570906320587 8.1616757214069349 405.19934773445129 628.58044021576643 75.672236355021596 542.69710212852806 2.8022705763578415
leaf_count=7891 14 1357 61 5915 24625 694 9317 19547 32 1771 4539 488 4275 27
internal_value=0 -0.0142239 0.00362616 0.0105902 0.0141844 -0.00226315 0.0117188 -0.00853451 -0.0348785 -0.0378295 0.00442355 0.00252982 -0.0221899 0.247255
internal_weight=0 1350.52 12242.8 5609.57 5055.28 6633.28 2053.97 4579.3 640.772 632.611 709.745 704.253 554.293 5.49213
internal_count=80553 8228 72325 34876 30540 37449 10011 27438 3160 3128 5068 5027 4336 41
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=15
num_cat=0
split_feature=73 97 76 13 71 55 64 21 35 79 87 71 108 47
split_gain=117.244 95.7081 77.8633 61.0484 70.0314 53.5514 80.5485 52.4437 38.7351 40.5251 24.948 20.2735 36.5428 10.799
threshold=1.3665621297026138 2.6426036285255883 1045.5000000000002 0.36960320489362908 15.513228282347674 0.42119688793009863 0.14960704853764653 186.06016793539843 614.36902692919318 1.0245661683921907 155.45447025448377 22.372304582287821 10.893382545413344 0.0057791333352895111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 5 7 -5 6 -1 -3 9 -4 -7 13 -13 -2
right_child=1 3 8 4 -6 10 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.013047641817113046 0.065538407193720144 -0.038488927291874864 -0.079113582312039077 -0.042447475789279765 0.0085015456269878845 -0.045513636485290471 -0.072704863284407298 0.042516618934467287 0.073359989591719937 0.0034253878304137198 0.087536874288214786 0.02420823169733265 -0.057860177036035132 -0.069953337219963121
leaf_weight=4223.8549719378352 5.989257152657955 764.92597908107564 179.24786920752376 313.58696978725493 1931.5479752793908 15.838700621388851 112.45400171540678 89.246154296211898 27.27483369782567 89.030217894585803 127.86477485112846 82.957605291390792 156.82083073467948 329.76809944794513
leaf_count=28844 66 3961 2655 8713 10944 311 887 536 167 1127 426 888 5378 15650
internal_value=0 -0.0142259 0.00953443 -0.00727149 0.00138529 0.0128141 0.0108238 -0.0300253 -0.0401793 -0.0517224 0.0728723 -0.0516758 -0.0294665 -0.0675364
internal_weight=0 3674.84 4775.57 3099.31 2245.13 4480.01 4336.31 854.172 295.553 268.278 143.703 575.536 239.778 335.757
internal_count=80553 46136 34417 24154 19657 30468 29731 4497 3949 3782 737 21982 6266 15716
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=15
num_cat=0
split_feature=1 42 38 61 49 13 43 13 77 97 91 13 58 2
split_gain=62.998 64.8135 85.4971 58.2087 71.4365 56.4837 54.9912 28.8354 17.8335 8.1626 6.84267 18.1414 4.795 0.000370375
threshold=24.724177851852332 0.088222075519879803 5.1880000011706153 0.3767688605618415 0.36887259078395296 0.36395528849472142 0.08836577243670217 0.59762679574303001 1885.8333333333335 4.2088300224031299 -0.30144121544836328 0.46964677177666109 0.037717446586700169 136.19414767792367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -4 -3 -1 10 -10 11 -2 -12 -11
right_child=8 3 5 4 -6 -7 -8 -9 9 13 12 -13 -14 -15
leaf_value=0.034008538673874891 0.56900132247308011 0.025002598754813022 0.02466621085175414 0.055279369214621121 -0.06155314102628761 -0.0092525197807415797 -0.028991381056115637 -0.0044592265069237661 0.13116612776299513 -0.079234697991312886 -0.056131568022528888 -0.080141819228168348 -0.09173980194887732 -0.076202292252323015
leaf_weight=1200.2010070085526 0.61796359252184574 217.98530750814825 623.53851553564891 217.60869720717892 68.907299740705639 2309.0134303274099 1400.5213250045199 232.63469810970128 6.9682362601160985 0.49894011393189464 117.63079694076441 1.4192890850827096 55.735327181173488 2.089865343645215
leaf_count=10150 16 1967 10185 2046 4774 26580 14962 1969 29 9 6005 48 1702 111
internal_value=0 0.00102558 0.00774178 -0.0143647 0.0271811 -0.0020405 -0.0217193 0.0277629 -0.0581901 0.074836 -0.0654381 0.116764 -0.0675792 -0.0767867
internal_weight=0 6270.41 4365.39 1905.02 286.516 2932.55 1618.51 1432.84 184.96 9.55704 175.403 2.03725 173.366 2.58881
internal_count=80553 72633 48884 23749 6820 36765 16929 12119 7920 149 7771 64 7707 120
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=15
num_cat=0
split_feature=13 13 85 78 75 58 77 39 104 78 73 83 78 98
split_gain=80.6818 80.4234 74.8485 71.7881 41.8888 36.9932 19.6438 13.2881 7.76891 6.05345 6.72235 4.25943 7.11185 4.54627
threshold=1.2792698388302031 0.28448230172350891 0.084777829122798645 1.0223808958889418 15.191482103905033 0.079954471734979313 762.27777777777794 22.540895385925939 7.2212614283798704 1.0166087191754718 2.2371081735204594 1.9544113062040545 1.0229298053020652 0.39099225968188017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 -2 -11 13 -13 -10
right_child=8 2 3 -5 -6 7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.013440264630837577 -0.15374784473392866 -0.043348755639851778 0.0022674332156973568 -0.033001798791846886 0.026240604824247771 0.076821847753974257 0.08372948374650574 0.02753486674220311 0.023811571694834624 -0.073120715086589308 0.075275815273482066 0.062439104938796723 -0.076289593961842567 0.094543485346429715
leaf_weight=139.73239079164341 2.1656723562628022 724.12987346365117 4300.6321299294941 666.55985292978585 98.233543120324612 178.99345462862402 24.444327103439718 78.776059959083796 10.145438017323611 4.5655284337699404 9.2119794525206071 42.726166114211082 4.0451604798436156 87.10917697660625
leaf_count=3719 14 17044 45793 9311 461 2245 413 619 42 110 32 392 19 339
internal_value=0 -0.00402002 -0.00709186 -0.00246543 -0.0350361 0.038129 0.00102737 0.0617594 0.0679069 0.00167075 0.0261008 0.075239 0.0504407 0.0871649
internal_weight=0 6211.5 5789.56 4967.19 822.363 421.946 164.177 257.77 159.969 15.9432 13.7775 144.026 46.7713 97.2546
internal_count=80553 79605 72609 55104 17505 6996 4132 2864 948 156 142 792 411 381
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=14
num_cat=0
split_feature=41 51 1 65 70 16 19 87 23 85 19 47 59
split_gain=38.3277 36.4346 40.7541 58.8913 49.1706 32.4479 10.6221 9.15435 13.3451 5.15892 4.61585 4.99749 2.50523
threshold=10.18423207673313 5.809377640749304e-05 18.095766899512196 0.014083058606684755 15.926795432719187 0.50971140007649807 0.057770186087225305 461.69087600576563 228.44760605406898 0.24262498463276261 9.4058266831204183 0.032742016595120375 0.0025261550972482988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 8 9 -2 12 -12 -9
right_child=7 2 3 -5 -6 -7 -8 10 -10 -11 11 -13 -14
leaf_value=0.10525625571777864 0.10443421990139297 0.0063839616869144277 -0.035759650774502237 0.016055931026114936 -0.0076497047384438055 0.22512194912351521 -0.063610231057549232 -0.15101439444482836 0.38029946395106129 -0.076852283929067719 -0.0030911457297146849 -0.074982519632106739 -0.084219187880786042
leaf_weight=3.8389408048242322 2.4622789770364752 5143.5260694134049 236.16625193879008 3079.7979380395263 4851.7238697735593 4.1606995686888686 125.4611569494009 9.6648430302739161 0.99904832243919361 4.3305087136104703 12.419050861150025 43.67222623154521 13.400553131476043
leaf_count=59 11 37027 1139 14161 25058 23 1505 19 5 162 112 1117 155
internal_value=0 0.00223774 0.002759 0.0123656 -0.000428021 -0.0497515 -0.0585966 -0.0643701 0.0390504 -0.0111388 -0.0745503 -0.0590652 -0.112208
internal_weight=0 13444.7 13311.2 3315.96 9995.25 133.461 129.3 86.9485 7.79184 6.79279 79.1567 56.0913 23.0654
internal_count=80553 78972 77385 15300 62085 1587 1564 1581 178 173 1403 1229 174
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=15
num_cat=0
split_feature=73 22 93 6 73 51 6 67 79 89 71 79 51 103
split_gain=105.695 81.7515 79.1855 69.5089 64.4901 28.8496 17.7305 30.1552 14.6368 25.0738 13.2351 12.285 7.03526 3.87246
threshold=4.7752791357044808 88.694507106843346 0.36312129427053258 1.8287470194654085 0.90532736717742457 0.00030570761755423432 1.5424947559428768 0.020812198833816842 1.0168911519783772 0.17738672330655009 72.652917738700452 1.0246533923277867 0.00034916828038547814 1.0166362443232417
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -3 6 7 -2 9 -1 -8 13 -10 -7
right_child=5 2 3 -5 -6 11 10 -9 12 -11 -12 -13 -14 -15
leaf_value=0.085684025126095839 -0.26643712246112528 0.0080353295223667184 -0.00065579116813598059 0.024976973300184543 -0.019498731766405125 -0.054363254613140399 0.062189496839647432 0.076450567798881458 0.06960060366056163 -0.037863506068027075 -0.094191777893746387 0.30764694398639625 -0.069151003396295693 -0.083647395800027627
leaf_weight=18.205601426772773 5.5887624546885473 1490.8160726914648 2031.4037824759725 2207.5639816611074 1981.0102057810873 60.669493424938992 34.39614868722856 4.740260161459446 3.734747231937944 168.11973002646118 6.4225184656679621 0.83691269718110461 169.64414212247357 176.60433155612554
leaf_count=89 25 8632 19454 11982 10624 2780 115 20 20 8236 67 5 12671 5833
internal_value=0 0.00134828 0.00352209 0.0126932 -0.0076755 -0.0601737 0.00796659 -0.109077 -0.0452505 -0.0257918 0.037584 -0.0748106 -0.0661622 -0.0761596
internal_weight=0 8070.5 7710.79 4238.97 3471.83 289.258 51.1477 10.329 359.704 186.325 40.8187 238.111 173.379 237.274
internal_count=80553 71708 50692 31436 19256 8845 227 45 21016 8325 182 8618 12691 8613
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=15
num_cat=0
split_feature=51 93 9 57 13 9 49 73 81 71 73 73 21 89
split_gain=60.2872 81.12 129.212 71.2309 68.4928 57.6603 56.9235 44.259 40.492 38.3622 36.7057 34.7 31.1887 12.0182
threshold=0.00064916566398978877 0.37839448475853255 3.5289842175339876 0.0059243525887416977 0.35534390510482322 5.2506305260874759 0.35437194855702953 2.6356865617923284 0.056265656782068067 37.577849030040674 0.89290374689835583 18.412103382795898 15.842625726963467 0.083205995938664457
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 12 9 -5 -3 13 -9 10 -1 -4 -2 -6
right_child=1 2 11 5 7 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.025700105949286269 0.036956881787703219 0.014790573511785277 -0.03334710774994664 0.025905956240305367 0.35712459468171676 -0.016748779796966373 -0.025363874617247935 0.44042093001995841 -0.0017763658032545757 -0.066834564479760869 0.051173278223508561 0.14229094130777356 0.092311956202154238 -0.062828983525747145
leaf_weight=93.083822634303942 368.50915282219648 2051.8693906445988 1221.9059639999177 760.92805970739573 0.68255535513162513 543.11297795874998 426.40703139291145 2.1064860662445417 122.21244389284402 53.487621371168643 186.68169251037762 11.352949494961647 140.62681337026879 422.46908411174081
leaf_count=4027 3139 14857 17579 4719 5 4641 8238 27 2359 3377 2549 175 858 14003
internal_value=0 0.00318894 -0.00528046 0.0205256 -0.0249827 0.00814092 0.00788168 -0.0467402 0.00571632 0.0107607 0.0255959 -0.0317302 0.0522463 -0.0621516
internal_weight=0 5524.71 3711.54 1813.18 880.724 1304.04 2478.28 547.471 124.319 333.253 279.766 1233.26 509.136 423.152
internal_count=80553 54206 40849 13357 26347 9360 23095 16394 2386 9953 6576 17754 3997 14008
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=14
num_cat=0
split_feature=13 13 91 76 21 58 105 49 89 83 104 55 1
split_gain=70.259 69.1189 50.209 53.5675 44.3455 36.5065 30.6846 7.71085 10.8712 8.80702 6.73102 7.30768 6.074
threshold=1.2792698388302031 0.28186668593797798 0.37188065834148915 2548.5000000000005 10.794226342337483 0.081878108320580387 25.480191762428245 0.21239353290272675 6.558592214694575 0.56593774488044013 6.9441826286955992 0.30626696671051762 2.3314097949134749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -4 8 9 -2 11 -9 -12
right_child=7 2 6 -5 5 -7 -8 10 -10 -11 12 -13 -14
leaf_value=0.57923013037533688 -0.036603635143686773 -0.011645758240568106 -0.0096931143191012498 0.043139305235978587 -0.0032427994041063397 0.059627051151426504 0.03853562879733996 -0.10355962060305313 -0.15652334728587397 0.081466818521363046 -0.060580810083046902 0.085501649578840197 0.086056459239396962
leaf_weight=1.5024538063444186 9.7316267248243147 4997.6980212959461 204.4546295250766 185.08438628725708 152.25098700006492 234.79330568853766 371.83866937085986 4.2013863585889322 3.1311108395457259 18.007536441087723 2.8984602559357873 3.9822387173771858 111.13315540738404
leaf_count=21 122 67174 2202 1125 3874 2783 2426 60 17 58 79 10 602
internal_value=0 -0.0038216 -0.00657577 -0.00968931 0.0370009 0.034896 0.0214253 0.0647628 0.0201071 0.0400446 0.0760423 -0.0115604 0.0823292
internal_weight=0 6147.62 5759.08 5182.78 388.547 387.044 576.293 153.086 30.8703 27.7392 122.215 8.18363 114.032
internal_count=80553 79605 72927 68299 6678 6657 4628 948 197 180 751 70 681
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=15
num_cat=0
split_feature=29 87 43 6 104 99 35 0 43 105 62 110 35 93
split_gain=35.7259 53.0525 51.0933 63.0914 101.222 61.8153 35.1929 29.6468 27.4956 26.1941 24.7533 24.1569 23.8568 16.9059
threshold=4.2997433056734673 4.2542153007780632 0.021157535709938686 1.2354098401814577 12.919526474297117 0.57194991490581482 123.62858077966204 12.549992612086799 0.017391428449060733 2.5180014054893962 0.010478186491812449 0.73438956271410694 25.266776584344637 0.43901775118626229
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 4 -4 -5 13 8 -3 -1 -8 -9 -11 -2
right_child=2 7 3 5 -6 -7 10 11 -10 12 -12 -13 -14 -15
leaf_value=-0.060713565907904714 0.1062907480016031 -0.07564083557870227 0.03924629790725645 -0.022654523504726035 -0.0050050618683416086 0.0036332746196846124 -0.067645437797463057 0.067042235325485422 -0.021434943235310085 -0.068271716183096368 0.12212740802141915 -0.0098018361180072459 0.071610575440080274 -0.048941456803356646
leaf_weight=21.700241898186505 20.777069469913844 103.71465157764032 1190.8660600110888 996.49121755640954 913.40048177866265 8740.9968639360741 182.15892002359033 63.091694980859756 957.36122238542885 13.546717932447789 7.1428031325340262 116.35344230756164 121.94938543252647 10.592547269538043
leaf_count=318 116 866 9356 5891 5684 45247 783 553 9588 149 52 754 1121 75
internal_value=0 -0.0134406 0.00344781 0.00433625 0.0200381 0.000943098 -0.0442282 -0.0203759 -0.0267333 0.0412892 -0.0604849 0.017216 0.0576253 0.0538736
internal_weight=0 1397.72 12062.4 11841.8 2104.27 9737.49 220.671 1240.52 1061.08 157.196 189.302 179.445 135.496 31.3696
internal_count=80553 13349 67204 66178 15040 51138 1026 11761 10454 1588 835 1307 1270 191
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=13
num_cat=0
split_feature=73 23 73 93 76 79 21 78 78 54 11 76
split_gain=95.2555 82.6587 68.0009 71.3796 32.431 16.5894 8.12744 25.1675 7.56471 20.1136 5.52122 2.35252
threshold=5.0409489433265353 99.273147499355829 0.39107058365266389 0.42218396660987206 1981.5000000000002 1.0245661683921907 186.06016793539843 1.0207533323145885 1.015467060283223 0.23762847950828045 4.1521177106388087 246.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 -3 6 10 -8 9 -1 -2 -10
right_child=5 2 3 -5 -6 -7 7 -9 11 -11 -12 -13
leaf_value=-0.06277396140259224 -0.080027710387195639 0.032238324813154216 -0.0097612736013414879 0.010768948556966531 -0.042207590856635335 0.10984617702747895 -0.081716046932303082 0.1355804487334675 0.047641163875121788 0.058820458644187827 -0.030427278653234465 -0.075795562813190831
leaf_weight=60.193448879523203 180.40776656754315 915.35999277699739 3839.4037324838573 3029.9921130784787 62.512851152801886 5.4065478965640059 16.886032818816606 7.7885726364329448 1.5618888367898751 17.576103168539703 25.630487498361617 134.70963566564023
leaf_count=4338 6884 6237 22854 24862 663 31 386 46 16 250 550 13436
internal_value=0 0.00113416 0.00280652 -0.000705687 0.0274792 -0.0633047 -0.0673624 -0.0131261 -0.0601788 -0.0352933 -0.0738576 -0.0743808
internal_weight=0 8061.31 7847.27 6869.4 977.873 236.119 230.713 24.6746 214.041 77.7696 206.038 136.272
internal_count=80553 72656 54616 47716 6900 7897 7866 432 18040 4588 7434 13452
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=15
num_cat=0
split_feature=51 42 13 51 104 99 57 97 97 8 111 64 39 70
split_gain=55.6305 60.5221 58.0164 74.8514 57.5254 49.6399 28.0394 17.452 16.458 37.1113 42.3262 13.4688 1.42246 1.11773
threshold=0.00031343619750845241 0.088222075519879803 0.34818713158043413 0.0007466647856322117 54.869407103502922 0.4780602308380823 0.012163667931339816 3.5268452504081593 3.9198978978726564 7.913307980661612 5.6159930797329674 0.6615573977177861 8.489467056597503 8.649316280497473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -3 -2 -6 12 10 -10 -11 -1 -14
right_child=1 4 3 -5 7 -7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.079715813901595045 0.04739428553407888 0.021579993626760385 -0.031936552402997961 0.0090265670343622154 0.044945810846557466 -0.027226531620677188 -0.0019075932127572742 -0.047961378281972895 -0.045672996201339702 -0.070383485418116121 0.10717606728065872 0.61107661058365803 0.09449743232662812 -0.07910898617525311
leaf_weight=0.57182883471250434 487.78282644972205 244.6645622542128 522.93772759474814 3035.1801854707301 191.30081512290053 1405.5122667339165 151.08697733655572 22.607852578395978 37.913812537677586 91.849047800991684 34.696385363582522 0.29095167201012273 0.37225215509533782 98.897316864226013
leaf_count=4 4327 2933 9066 27059 2842 16145 1394 585 2387 7518 1738 13 2 4540
internal_value=0 0.00132862 0.00798819 0.0030062 -0.0136654 -0.0199902 0.0357348 0.0351265 -0.0455146 -0.0260994 0.0273651 -0.0682316 -0.0775521 -0.078458
internal_weight=0 6061.07 4196.99 3558.12 1864.09 1650.18 638.87 213.909 264.592 164.75 72.6102 92.14 99.8414 99.2696
internal_count=80553 64351 41846 36125 22505 19078 5721 3427 16202 11656 4125 7531 4546 4542
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=15
num_cat=0
split_feature=80 98 79 77 75 92 85 37 37 60 73 54 99 98
split_gain=53.4848 66.3062 54.5063 66.6359 37.9126 31.7672 44.249 37.9208 27.4327 51.3413 24.7293 23.848 28.6521 23.1378
threshold=0.47889049654325389 0.6794598167848529 1.0183494178532346 2028.5000000000002 1.8292866374223566 0.38992371787261676 0.41218387469571832 30.303976497775754 17.042549380865989 0.3858120788923366 4.9450294029298538 0.42225700475863109 1.1328926406251318 1.0475951202712384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 11 7 -7 9 -3 -10 12 -2 -8
right_child=5 8 4 -5 -6 6 13 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0078027492367424055 0.06503549356095302 0.028279535477080273 -0.035318850106420205 0.097154515619406412 0.0014120953717747437 -0.037449098048636789 -0.0079872014718636777 0.0027008237205301579 -0.035792900144797121 0.64108898078551024 0.0047257371541238845 -0.010820557149670833 0.020307774157680453 0.053322889091969139
leaf_weight=1267.0719524263404 188.50865400256589 47.781795407645404 536.25613441271707 89.350219461601228 590.37894994788803 323.615112578962 87.669810127932578 861.38567838259041 1107.9802735692356 1.40741966664791 174.32584941480309 164.52550610899925 596.13192291278392 206.63699596375227
leaf_count=20597 1298 759 10130 465 6940 2150 1419 5613 22888 7 1018 1285 4147 1837
internal_value=0 -0.00946883 0.000185716 0.0136885 -0.0160711 0.00951676 0.000355303 -0.00826383 -0.0274732 0.0458135 -0.0302845 0.0237952 0.0310535 0.0350595
internal_weight=0 3814.55 2483.06 1356.42 1126.64 2428.47 1479.31 1185 1331.5 49.1892 1282.31 949.166 784.641 294.307
internal_count=80553 62804 38132 21062 17070 17749 11019 7763 24672 766 23906 6730 5445 3256
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=15
num_cat=0
split_feature=9 1 65 23 75 5 6 54 99 26 92 10 6 29
split_gain=35.2388 39.0036 51.9501 71.0832 63.4933 48.9243 54.0002 48.4609 11.7489 17.6648 13.5506 8.51603 3.01158 4.08877
threshold=17.000622851032215 18.095766899512196 0.014083058606684755 438.15459544620836 5.143639242032175 1.4441545776945761 0.57032445131341103 0.065767321137076229 1.4794259671092684 184.08250504540442 0.10361555899681973 3.5377220061622761 7.8098461326137469 65.830888291437006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 9 10 -2 -11 -10 -14
right_child=8 2 4 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.019158865305623801 -0.054611924561180927 0.047608290199213331 0.030630029775296597 -0.070883116731966608 0.0015331793408630209 -0.020920896697608955 0.010215891763713795 -0.0003946480282749226 -0.08883627122361723 0.095442616536556696 0.13481482487940849 -0.050839477650144994 -0.087637797120622252 0.02236311047349519
leaf_weight=731.46841733297333 5.7263659965246942 73.861374873667955 1416.4503566538915 160.95452670939267 1593.8285887958482 1830.7819815739058 4332.7318871873431 3094.0411807266064 51.61009382084012 4.2101955041289321 11.089887976646422 72.705818796530366 7.1822472028434259 6.3813984990119934
leaf_count=7872 44 511 7428 825 6809 9850 27439 18871 232 25 37 542 30 38
internal_value=0 0.00216584 0.0116906 -0.0336116 0.0152244 -0.000928423 0.00597303 -0.00802519 -0.0452073 -0.0225338 0.0703102 -0.0428324 -0.0778163 -0.0358848
internal_weight=0 13234.1 3245.09 234.816 3010.28 9989.02 5064.2 4924.82 158.906 93.7323 16.8163 76.916 65.1737 13.5636
internal_count=80553 79605 15573 1336 14237 64032 35311 28721 948 648 81 567 300 68
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=15
num_cat=0
split_feature=85 107 77 69 79 57 78 101 110 97 65 95 33 30
split_gain=85.201 57.0023 49.7758 51.1409 34.5407 32.6805 20.4742 33.9304 15.0224 19.9581 9.72291 7.05039 4.2945 2.4189
threshold=0.20087013901949743 42.856937797613199 1885.8333333333335 0.76853903224436737 1.0246387631364249 0.0030983864150438798 1.0162130718151015 0.19354866335520832 14.747372319331438 6.5242104723449108 0.083755193201655184 0.020408933595831062 16.723182144801722 15.131361123273399
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 12 7 -7 10 -10 -3 -8 13 -2
right_child=5 8 4 -5 -6 6 11 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0033966980937208354 -0.087075784230203734 -0.1476333881010376 -0.099366712731499662 0.1003657589640637 0.0089488057172341425 0.076595846771384785 -0.043504269416950535 -0.042619484437796062 -0.04400238002447418 0.11079810377008262 -0.062737009111312955 -0.076294202718528964 0.088187592573877024 0.091286930481993003
leaf_weight=7398.088897854439 2.4251244077459009 21.711263573728502 79.43138599942904 54.790697295684367 46.779408485163003 29.777543555013835 101.9744939878583 120.42087604547851 126.84801318240352 8.9139218814671022 35.626582149416208 183.70318805100396 20.58572805672884 1.1076110377907751
leaf_count=51343 62 88 902 341 418 120 2472 6405 2457 60 221 15584 77 3
internal_value=0 0.00168802 0.00305498 0.00410958 -0.0592201 -0.0426046 -0.0488746 -0.0189845 -0.0519647 -0.0338384 -0.0948834 -0.0645896 0.0707071 -0.0311541
internal_weight=0 7772.19 7579.09 7452.88 126.211 459.995 435.876 150.198 193.1 135.762 57.3378 285.678 24.1185 3.53274
internal_count=80553 55830 53004 51684 1320 24723 24581 6525 2826 2517 309 18056 142 65
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=15
num_cat=0
split_feature=39 73 37 102 61 93 52 59 83 97 49 69 37 108
split_gain=52.3178 132.844 66.0237 52.48 49.0886 44.585 39.4456 38.707 35.6415 31.7221 26.401 31.3092 27.8175 21.5106
threshold=7.5985206715316069 1.1549394758562317 40.738822689972132 0.64713892489296676 0.02935437902331613 0.40083510090825497 0.13333501203182133 0.028339612523909565 0.27266594696962981 1.9487141580017664 0.23034186428059664 0.11711206387446886 68.63619434796037 59.92615136820212
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 5 8 -3 -6 -5 -1 -2 11 -4 -12 -11
right_child=1 3 10 7 6 -7 -8 -9 -10 13 12 -13 -14 -15
leaf_value=-0.0083237917788992043 0.0037590060167364951 0.037802076045091337 0.0092432177249857621 -0.023735943703758713 -0.031385853352298217 0.0022156559159843721 0.050981813678449478 0.018852339006072812 0.023601492656477676 -0.054880860786703692 0.025164640838671638 0.06332862793053598 -0.12384862186070578 0.1172816109356065
leaf_weight=559.42175627406687 115.44076068885624 517.56596998963505 151.67320269020274 929.54576612566598 529.50383798778057 1100.9838640252128 65.313006919343024 277.0022349904757 932.75452861562371 662.96924383752048 37.400230918545276 363.64729757513851 18.837373055517673 7.3376360957045099
leaf_count=6653 1474 3167 1307 15293 3888 10363 738 6828 8919 17954 503 2800 587 79
internal_value=0 -0.00828804 0.0101966 0.00182753 0.00194957 0.0135952 -0.0223416 -0.0139584 0.0116326 -0.0446579 0.0403098 0.0474098 -0.0247489 -0.0529963
internal_weight=0 3610.85 2658.55 2825.1 2086.99 1618.55 594.817 1206.55 1492.18 785.748 571.558 515.321 56.2376 670.307
internal_count=80553 55158 25395 35651 20198 13530 4626 22121 15572 19507 5197 4107 1090 18033
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=15
num_cat=0
split_feature=13 13 85 79 95 77 101 63 97 106 61 79 101 16
split_gain=59.757 59.3884 61.9424 61.408 31.8255 30.023 30.5237 30.1523 10.6244 11.6945 6.92105 7.2044 6.69677 0.00858153
threshold=1.2792698388302031 0.28448230172350891 0.084777829122798645 1.0217204609189672 0.063998091241129609 355.50000000000006 0.95249083765937337 0.0058307322667622589 1.2572170003105674 1.8289922934065748 0.025820236534357634 1.016702807131084 7.8308628424987932 1.2410839281110779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 -2 11 -10 -12 -11
right_child=8 2 3 -5 -6 7 -8 -9 10 13 12 -13 -14 -15
leaf_value=-0.047543018254833216 -0.18804060863153427 -0.039231328625599318 0.002769012338054642 -0.028718928681167318 0.027831456641002214 0.53755589766915679 0.038567399128029076 0.055177277276250838 -0.10611510199851755 0.087893902283812886 0.086248308162578016 0.042851010360929843 0.014108487950325772 0.076664884691428223
leaf_weight=71.307299462612718 3.4885872714221469 694.64608357474208 4144.4478295701556 728.16851336322725 78.79030122840777 1.3033684408292163 97.382585290819407 223.70443827123381 3.9704950209707048 1.0319429337978365 101.63514704443514 17.805941862054169 14.733561055734752 1.9988731890916822
leaf_count=2384 18 16836 44773 10331 669 61 867 3684 29 4 437 176 227 57
internal_value=0 -0.00349113 -0.00610962 -0.00193658 -0.0323996 0.0340608 0.00216746 0.0579715 0.0615448 -0.0632038 0.067432 0.01569 0.0771146 0.0804882
internal_weight=0 6039.75 5646.05 4872.62 773.436 393.698 168.69 225.008 144.665 6.5194 138.145 21.7764 116.369 3.03082
internal_count=80553 79605 72609 55104 17505 6996 3251 3745 948 79 869 205 664 61
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=15
num_cat=0
split_feature=93 9 97 79 105 65 89 7 49 77 87 9 7 7
split_gain=34.9271 42.2141 75.4896 59.4432 57.7458 63.0818 52.2912 36.5902 29.8942 46.9189 43.5191 21.1122 24.1781 15.0321
threshold=0.21288105532118143 6.9047949647118534 9.3639151894237678 1.0140783077374569 15.557651906064416 0.085484700957129192 1.2955410113494772 2.3269921253201038 0.14029477374638552 224.50000000000003 246.28134372159673 8.2725934007402273 5.1632483081358709 4.9448435149539378
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -6 -4 9 10 -1 -10 -13 -11
right_child=1 2 7 -5 6 -7 -8 -9 11 13 -12 12 -14 -15
leaf_value=0.12942037780893362 0.0014186178992320816 0.045863558019025162 0.0075911354990326075 0.010343690595177009 -0.018249359793195127 0.033798014516251869 0.0044754645980930492 -0.053125276568142768 -0.059838758939615627 -0.077331406285788939 -0.055244231492766485 0.011884598867740742 -0.038056260119114699 0.0046165140874908318
leaf_weight=26.251206539571285 3279.9719136967324 551.71032325271517 163.22768844850361 3226.6378855621442 2589.1187729900703 736.84917390346527 1662.9307213046122 253.25113798305392 64.662587537430227 182.78200946608558 24.835306990891695 427.20165022835135 125.39713439717889 25.508066955953836
leaf_count=108 25195 2907 825 16135 13811 4650 10772 852 612 1257 167 2242 913 107
internal_value=0 0.00290552 0.0110764 0.0155303 -0.00123963 0.00735832 -0.00936193 -0.0293291 -0.017745 -0.0462324 0.0396471 -0.00577447 0.000551891 -0.0672957
internal_weight=0 12463.7 4194.83 3778.35 8268.87 4016.82 4252.05 416.479 876.638 259.377 51.0865 617.261 552.599 208.29
internal_count=80553 75147 20719 19042 54428 29845 24583 1677 5406 1639 275 3767 3155 1364
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=15
num_cat=0
split_feature=51 71 62 55 42 13 1 79 7 62 6 108 60 49
split_gain=79.7453 66.6982 100.21 72.756 49.2671 113.633 65.8967 58.9737 123.652 68.4213 30.6377 49.5977 24.3353 19.4683
threshold=0.0014436666616852391 23.141651039317498 0.54201184650307366 0.32100928751368168 0.08286671064464006 0.31625556339911648 15.156784971764553 1.0139423715408695 4.4462265385841375 0.05056680612617432 0.26369057033171805 0.9532271872094219 0.010936724953942953 0.2247282940573683
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 3 -3 7 12 -7 8 -1 -9 11 -2 -6 -12
right_child=1 2 -4 -5 5 6 -8 9 -10 -11 13 -13 -14 -15
leaf_value=-0.046901988948871189 -0.085198680620886189 -0.020999822636235121 -0.064974628132137016 0.079734130439984285 -0.013206937943094422 0.050076523358846374 0.0025206528351468527 0.0057661214172574889 0.05803850508342269 -0.042011616416988973 -0.030907614350432967 0.075142336810696111 -0.073062291873732824 -0.072814712430532405
leaf_weight=608.65527092572302 33.097792398184538 126.24851048598066 147.18129963020328 165.94235851359554 158.32895487407222 764.48670878494158 470.8298928651493 4573.1409832844511 137.68250910844654 320.7606021752581 167.34789082419593 46.249110390432179 118.96106886281632 328.3791857289616
leaf_count=4374 2932 1331 6162 897 832 4257 2081 30538 482 1809 12183 414 995 11266
internal_value=0 -0.0270204 0.00231472 0.0362095 0.0029393 0.0189653 0.031951 -0.00135857 -0.0275428 0.00263463 -0.0494333 0.00825965 -0.0388857 -0.0586677
internal_weight=0 1014.45 439.372 292.191 7152.85 1512.61 1235.32 5640.24 746.338 4893.9 575.074 79.3469 277.29 495.727
internal_count=80553 35185 8390 2228 45368 8165 6338 37203 4856 32347 26795 3346 1827 23449
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=15
num_cat=0
split_feature=12 51 13 11 11 49 51 42 73 93 13 77 7 13
split_gain=50.0243 54.9194 36.5546 45.8397 38.7433 34.8382 28.8922 20.5984 18.2792 14.2008 12.6178 11.2425 27.6392 10.5068
threshold=0.3232277186559826 0.00045659371349215651 0.51063454735757396 3.6840136014060874 1.4055530036165151 0.39041756900794949 0.00017947392089780881 0.075887865949830893 2.7654118316030076 0.16610246833703859 0.26705516928884537 351.27777777777783 0.96075250337979379 0.39664388036081388
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 8 3 -3 -4 6 -1 -8 10 -10 -2 12 -7 -13
right_child=1 2 4 -5 -6 11 7 -9 9 -11 -12 13 -14 -15
leaf_value=-0.052045736943958101 0.11780291492176909 0.00086720223413183899 -0.061863438649738395 0.049333927209572824 -0.0091960555646208569 0.26180486130594216 0.030888978106115551 0.0037522219108793958 0.22212506671826052 -0.0087979109378478852 -0.067203593480250248 -0.075594242633003642 -0.076221474535459383 -0.013295776028881918
leaf_weight=53.689792537363246 3.7552438816055647 2329.3114828981925 151.72101067565382 212.98727686400525 1758.9472290724516 4.1582851335406286 935.2688418533653 399.06886003143154 2.8309953706338993 44.886103326687589 201.30315492092632 56.867508399416693 5.7829935738118365 51.668055519228801
leaf_count=4803 189 21305 2193 2155 19542 16 9804 3903 21 1227 11062 2944 340 1049
internal_value=0 -0.00550091 -0.00292701 0.00492762 -0.0133782 0.0154361 0.019879 0.022773 -0.0508435 0.00490246 -0.0638156 -0.0366143 0.0651698 -0.0459372
internal_weight=0 4705.74 4452.97 2542.3 1910.67 1506.5 1388.03 1334.34 252.775 47.7171 205.058 118.477 9.94128 108.536
internal_count=80553 57694 45195 23460 21735 22859 18510 13707 12499 1248 11251 4349 356 3993
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=15
num_cat=0
split_feature=78 80 62 78 76 62 70 35 49 107 82 72 73 92
split_gain=55.5374 69.8767 56.2389 43.492 48.4115 32.9909 38.7833 32.4269 25.3538 41.1365 25.05 22.0007 18.6522 33.0207
threshold=1.0159505132205473 0.82003233235598427 0.021356696299325403 1.0246052848711797 2548.5000000000005 0.024816211284536118 22.498948302585728 73.703111332349621 0.085368671615233149 8.136536752442586 0.79396316430974634 13.965310355410189 3.1145405314979215 0.18049457166124711
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 12 4 -4 6 -3 -5 9 -1 -7 -10 -2 -14
right_child=2 5 3 7 -6 10 -8 -9 11 -11 -12 -13 13 -15
leaf_value=-0.017238176152551514 -0.035023487536356333 0.049884750618206006 0.006776954112313523 0.040431993676825463 0.077268470587864846 -0.018762669042376279 0.51009781110586405 -0.074586555857597256 -0.040140132223432393 0.16782655011761013 0.048233909462072649 0.074592785756030094 0.26288210669433559 -0.00071253740280397134
leaf_weight=51.775065920781344 472.23262743838131 4.6464477945119134 4132.208089557942 31.751476032659411 99.778531711548567 95.450847964733839 3.0222206078469753 107.49678779160604 866.80907517392188 15.639062169473616 134.37675433978438 17.041857319884002 5.0005417871288946 95.769690771587193
leaf_count=3090 21663 115 27944 314 455 581 22 933 20815 568 1209 164 103 2577
internal_value=0 -0.0213049 0.00276818 0.00662959 0.00843895 0.0272173 0.231255 -0.04836 -0.0334192 0.0256941 0.0204092 -0.0379279 -0.0266891 0.0123679
internal_weight=0 1188.76 4944.24 4371.23 4231.99 237.496 7.66867 139.248 951.265 67.4141 229.828 883.851 573.003 100.77
internal_count=80553 26564 53989 29646 28399 1927 137 1247 24637 3658 1790 20979 24343 2680
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=15
num_cat=0
split_feature=44 104 93 54 7 89 93 9 6 102 93 55 11 47
split_gain=34.4129 56.2779 89.3686 66.3283 46.4074 47.1755 44.5823 59.945 39.0156 43.1616 32.3659 25.3737 23.7075 17.3725
threshold=8.5574168934056889 11.662990416232688 0.30247592054024164 0.089261827649718364 0.67185495624815761 0.23816663467726043 0.61209766777486674 3.4369833877181102 0.23904885712618365 0.24200080880890998 0.37839448475853255 0.046507147435868028 3.3048024292348805 0.01947501391488542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 11 -4 -3 -6 7 12 13 -10 -9 -2 -1 -8
right_child=1 4 3 -5 5 -7 8 10 9 -11 -12 -13 -14 -15
leaf_value=-0.044736188459955119 0.044187032384557838 -0.05611871371706148 0.012070594730441385 0.051596805430313454 0.12099763255593859 0.00081388946629382542 -0.15880484268682368 -0.026397460698547176 -0.074395810537284557 0.007584694300728243 0.012407942596280676 -0.045622789621899758 0.28473352583786266 0.054869594814746618
leaf_weight=616.51712422072887 36.109012465924025 143.24335254635662 1156.539629990235 670.78657248709351 32.783544797450304 8713.3432271471247 3.8879049867391577 357.95702760480344 73.334263272117823 516.78263463359326 537.92909347917885 244.25098687689751 2.1917776465415946 178.50051922071725
leaf_count=8573 262 1549 7756 3506 141 44771 9 2445 686 4607 2929 1928 34 1357
internal_value=0 0.00382307 0.0185145 0.0265801 0.000339709 0.00126438 -0.0096587 -0.0196297 0.00989082 -0.00260308 -0.003097 -0.0340557 -0.043569 0.0503148
internal_weight=0 10997.1 2107.69 1827.33 8889.37 8746.13 2287.1 1514.6 772.505 590.117 895.886 280.36 618.709 182.388
internal_count=80553 59913 13452 11262 46461 44912 20640 13981 6659 5293 5374 2190 8607 1366
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=15
num_cat=0
split_feature=9 93 41 7 79 79 93 69 57 105 45 76 71 41
split_gain=76.4871 67.5086 75.7323 96.6513 58.6181 63.883 59.1892 21.9358 19.8407 19.0961 25.0214 14.3983 3.42903 5.15575
threshold=3.2772016676891189 0.36312129427053258 1.3016687716762017 2.2540592966310933 1.0168952971256089 1.022493005810061 0.25713764182365972 0.10608348202009572 0.0030983864150438798 6.6932953975284528 4.2366810614656032 323.50000000000006 17.374670121902263 0.68420796923780713
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 -2 -4 12 10 -10 -11 13 -1
right_child=1 2 7 -5 5 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.097585888611560478 0.020538849129031492 0.0015593876909046013 0.083611828524393625 0.034245801087926422 -0.035447806658091677 0.0078676776456954624 -0.014897767613692801 -0.068620389539592624 -0.074929768137154754 -0.025614016240871812 0.0644626303842986 -0.075830901051182578 0.093984264778679744 0.081477255061376541
leaf_weight=2.8985925351735231 959.85467471904121 2709.3419061971363 10.125900507904587 1358.0954632135108 1157.9882055476774 482.29668600135483 926.12491498654708 145.12137230834924 22.777912896126509 79.181858929805458 29.627525147749111 204.70993329433259 10.583052620291708 3.6113458066247404
leaf_count=82 5640 23074 62 7354 8055 3251 6837 3100 2383 1921 689 18055 38 12
internal_value=0 0.00132739 0.00985684 0.0124732 -0.00888659 -0.0227117 0.00313742 -0.0586911 -0.0462445 -0.0515864 0.00387602 -0.0618246 0.0588558 0.00174822
internal_weight=0 7748.95 4222.68 4067.44 3526.26 1640.28 1885.98 155.247 353.39 336.297 52.4054 283.892 17.093 6.50994
internal_count=80553 57373 33590 30428 23783 11306 12477 3162 23180 23048 3072 19976 132 94
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=15
num_cat=0
split_feature=38 61 39 46 49 75 60 87 87 43 91 69 30 60
split_gain=45.2096 56.1353 46.0221 49.1945 42.3904 37.8112 33.0141 31.9325 29.4076 26.3542 23.3402 20.3154 21.5171 18.8041
threshold=5.8172646821263738 0.035338088694580237 6.5106329765239943 0.015651095289840052 0.44454855386961151 2.0274725459939371 0.0019374140565199247 30.092274940065565 65.003188961940694 0.033820518107234514 0.11910587791205678 0.20523004132863212 0.9448007226938121 0.013014992636705823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 7 -5 13 9 -4 -7 -1 -8 12 -2 -3
right_child=2 5 3 4 -6 8 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.023111672066456077 0.17933591234024748 0.0073162007775979879 -0.087033551125248992 0.00030608116838144869 -0.045515385676403355 -0.064379016541473114 0.035622433319267427 -0.025383193708950338 -0.0099425568162133902 -0.021782598610548629 0.0083540512011321157 -0.019587983314852359 0.026185891307317768 0.097449534085634448
leaf_weight=224.78410468716174 9.3803140837699157 97.490843393839896 93.91329757636413 2061.9218381103128 223.81201671925373 176.03983135102317 907.5278177508153 797.19971376436297 227.46919756778516 312.59571557957679 479.87522357236594 104.79960502078757 416.75257694954053 30.352605123072863
leaf_count=2641 65 674 1099 20353 7306 1208 7495 24053 2991 3812 3688 1067 3749 352
internal_value=0 0.0100969 -0.00739591 -0.0119505 -0.00418062 -0.0186765 0.0180401 -0.0318804 -0.0336917 -0.00300348 0.0261908 0.0198565 0.0295571 0.0287157
internal_weight=0 2456.14 3707.78 3176.85 2285.73 531.352 1924.78 891.113 403.509 537.38 1387.4 530.932 426.133 127.843
internal_count=80553 22861 57692 52811 27659 5225 17636 25152 4199 6453 11183 4881 3814 1026
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=15
num_cat=0
split_feature=11 33 73 8 64 79 76 42 1 46 73 73 39 67
split_gain=52.0605 52.2825 56.9274 41.6364 27.9499 13.485 18.0577 17.8841 12.4918 13.5419 36.7173 12.2962 12.865 11.8389
threshold=1.1959337627546798 4.4491950260761177 4.9450294029298538 3.7207495323397777 0.27464635407384519 1.0174164880315548 547.50000000000011 0.15284248730618896 6.0957252096659449 0.019373262447303769 0.9894272968915514 3.1461411499394711 8.8267281443762613 0.18540278791501344
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 10 -1 -10 -13 -11
right_child=1 2 4 -5 -6 6 -8 -9 11 13 -12 12 -14 -15
leaf_value=0.45406200867985574 -0.009206786631602069 -0.00080294579453929016 0.031719352628277298 -0.019908048516058083 -0.0017064614923048404 0.15330521188668397 0.047540896502903718 0.058422660176785192 -0.08148444701094576 0.01298266597432225 0.075110162077412487 0.092338044083516743 -0.089370944034368099 0.063841242648116067
leaf_weight=2.965487057343128 82.116765096783638 2243.4111621584743 525.11401737853885 2320.7315699036699 477.7595967464149 20.733290924225003 72.914086105301976 74.645993220619857 14.842719187028704 75.882935951463878 18.554417186416686 13.525405799970033 5.4729562513530245 115.33882324863225
leaf_count=74 1146 23735 3992 44353 3396 165 511 393 317 525 188 111 42 1605
internal_value=0 -0.00376656 -0.00577717 -0.0105173 0.0157956 0.0409325 0.0709568 0.0229964 0.0431458 0.0521227 0.127331 -0.0132875 0.0399922 0.0436589
internal_weight=0 5817.43 5567.02 4564.14 1002.87 250.41 93.6474 156.763 246.583 212.742 21.5199 33.8411 18.9984 191.222
internal_count=80553 77691 75476 68088 7388 2215 676 1539 2862 2392 262 470 153 2130
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=15
num_cat=0
split_feature=41 91 70 44 8 49 3 69 105 67 62 49 37 17
split_gain=33.3501 31.3489 51.2303 56.4602 45.6853 49.5385 25.6889 20.3075 9.71549 8.98657 4.8072 6.10893 0.689052 0.00403677
threshold=10.18423207673313 0.15903453969727532 29.395867384470368 4.3072561865792407 2.5322143985796908 0.40813636420594362 576.47910864311734 0.32949882810697617 36.878331167813435 0.083935453602226859 1.1121924466918347 0.23229369050005519 162.06382054081055 0.29663540499232566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 -4 9 -2 12 -12 -10 -11
right_child=8 2 7 -5 5 -7 -8 -9 10 13 11 -13 -14 -15
leaf_value=-0.025264359707281261 0.16889299964483837 -0.04313265682941525 -0.0073384298957085746 0.017498478428056716 -0.00077327663934735461 0.02937928433697401 0.014649233596529832 -0.05141083180109754 -0.15065886650526525 -0.084883183332207957 -0.00076905343342582953 -0.077727453760385895 -0.10187954730741673 -0.076683069072907548
leaf_weight=1053.3524301163852 3.3339073359966269 161.58392967330292 537.44313895981759 3102.8751605595462 7380.3190076495521 588.30490029742941 190.39828974148259 129.7999673942104 7.0863473322242481 0.9511315003037456 13.060203129425643 49.064576647477224 4.8971171025186777 1.6277236379683016
leaf_count=10865 16 1577 3205 15750 40730 3119 1772 1954 23 7 129 1313 28 65
internal_value=0 0.00186113 0.00933665 0.0144974 -0.00132931 0.00145282 -0.0191542 -0.0159119 -0.0628926 0.0604658 -0.0727348 -0.0615488 -0.130725 -0.0797074
internal_weight=0 13144.1 3931.7 3264.46 9212.37 7968.62 1243.75 667.243 80.021 5.91276 74.1082 62.1248 11.9835 2.57886
internal_count=80553 78972 22486 17327 56486 43849 12637 5159 1581 88 1493 1442 51 72
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=15
num_cat=0
split_feature=23 107 9 1 63 103 35 95 78 55 99 9 77 77
split_gain=69.2334 51.1151 49.0199 68.2086 52.8953 14.5579 21.4294 12.8871 7.56023 20.3739 8.14896 8.10286 4.10066 0.0119233
threshold=102.04055807465537 42.856937797613199 12.422633916661265 18.095766899512196 0.012650677950393372 1.95006321745242 1573.5521889640288 0.013689722291425977 1.015467060283223 0.30626696671051762 0.17451504490456307 6.7774727589960149 275.0555555555556 281.61111111111114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 9 10 -1 -11 -10 -14
right_child=1 5 4 -5 -6 7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.3670084029065489 0.005687665847778774 -0.11215173825073382 0.0020852189258745374 -0.016217883604990112 0.047924408389681213 -0.0083750038464933188 0.052487975774961892 -0.075586496094017783 0.096803289388674205 0.039452391182589017 -0.058005424564840952 0.27841174669883334 -0.096108073530420376 -0.075692672656442972
leaf_weight=0.86674544215202232 4588.7678746747551 55.481691583525389 566.63053444586694 2059.3716969545931 452.97722217720002 86.403687437647022 9.2194000538438541 42.589349238784052 1.3928407132625569 15.955072713666597 55.627173647517338 1.5575535837560881 0.28673719242215057 123.91177056368906
leaf_count=2 40190 420 2640 11354 1795 1506 61 1313 3 336 4821 5 4 16103
internal_value=0 0.000751729 0.00203331 -0.00109794 0.02245 -0.0499823 -0.0886919 -0.0305661 -0.0588865 -0.0335332 -0.0627462 0.0607052 -0.0738263 -0.0757398
internal_weight=0 7861.44 7667.75 6648.14 1019.61 193.694 64.7011 128.993 199.598 74.0065 56.4939 17.5126 125.591 124.199
internal_count=80553 59279 55979 51544 4435 3300 481 2819 21274 5164 4823 341 16110 16107
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=15
num_cat=0
split_feature=1 55 60 43 13 97 63 60 77 37 97 97 11 43
split_gain=46.9865 52.7782 80.1049 68.848 68.7082 51.1241 59.8878 48.7864 9.17901 4.01254 11.2896 3.57932 2.74647 2.30877e-05
threshold=27.136054173059566 0.095081707321779299 0.0019183962192413117 0.033382113312090574 0.45422392463786526 2.289216839774848 0.012650677950393372 0.06408866735183448 1885.8333333333335 733.5332299531982 2.4331867392116089 4.2088300224031299 2.3065382944098425 0.052087480602901699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 9 12 -11 -10 -2 -13
right_child=8 5 4 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.032195642365815118 -0.0071853067971707086 -0.0050842809774049903 0.040624720232790686 -0.030209879106379546 0.0024932107916741039 0.0046681924679469753 -0.035308679555504097 0.036203077572438389 0.11988679607050418 0.45265611438098863 -0.078520828737644821 -0.075790878067309012 -0.078514784023336448 -0.076805849345685878
leaf_weight=240.51274034427479 5.7181358311790964 1204.8205763627775 991.70371666736901 667.196353264153 902.65086973994039 593.04447197704576 1017.9555454348447 375.36100217339117 3.5888056159019461 0.55334484856575628 1.4451027130708096 0.96835419256240107 96.430375593248755 0.29160503763705492
leaf_count=4716 243 10260 11919 9229 10844 6062 15269 6236 15 5 69 76 5599 11
internal_value=0 0.000736676 0.0107513 -0.0136745 0.0224552 -0.00805678 -0.0205923 0.00472324 -0.0655148 -0.0717764 0.0685553 0.0689786 -0.0745219 -0.0760258
internal_weight=0 5993.25 2802.06 907.709 1894.35 3191.18 1611 1580.18 108.996 104.147 1.99845 4.84876 102.149 1.25996
internal_count=80553 74535 36708 13945 22763 37827 21331 16496 6018 5916 74 102 5842 87
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=15
num_cat=0
split_feature=12 20 72 15 102 59 44 83 85 62 61 41 76 77
split_gain=48.5424 49.1847 50.8944 52.454 29.5743 21.826 24.2122 18.1856 19.6575 18.9067 17.3239 15.3845 12.6811 12.152
threshold=0.19898658805474714 3.9470747101997099 1.6722142275183953 0.94903555713224408 0.60671180242247447 0.0089277297080274879 4827.4338021109397 0.14930764493725793 0.056026615759392696 0.0084666790550935404 0.013781311715905804 5.6970917817412632 956.50000000000011 130.61111111111111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 -3 -4 7 13 8 -1 -9 -2 -8 -12 -7
right_child=1 2 4 -5 -6 6 11 9 -10 -11 12 -13 -14 -15
leaf_value=0.42366911100850618 -0.041739256866129469 -0.018386816707840137 0.022363413135341591 0.039602952829987104 -0.0023583543256010327 0.35121681960315426 -0.13462845784697577 0.33281160935602705 0.056116470685407441 -0.029477642430093383 0.052983164129791316 0.042154215752883785 0.009689148240380429 0.063382998762121917
leaf_weight=1.6009190739132488 28.630634774919599 2767.0044254013337 668.83378593297675 165.30075525399297 1750.0858077048324 1.4781364677473892 10.368621172383429 1.4675329620949913 15.973856696393339 78.118934616213664 217.24832920636982 9.3724967492744309 98.25310384714976 190.79936605459079
leaf_count=83 679 48059 7765 1487 15940 31 52 80 173 1901 1158 102 695 2348
internal_value=0 -0.00390361 -0.00626023 -0.0151178 0.00447724 0.0367814 0.0547676 -0.00246697 0.0895975 -0.0227972 0.0327417 -0.0506973 0.0395006 0.0655957
internal_weight=0 5695.36 5351.22 2932.31 2418.92 309.18 212.019 97.1612 17.5748 79.5865 344.132 19.7411 315.501 192.278
internal_count=80553 75783 73251 49546 23705 4770 2533 2237 256 1981 2532 154 1853 2379
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=13
num_cat=0
split_feature=51 41 60 79 45 61 19 89 31 85 62 11
split_gain=31.9183 29.796 31.4581 51.7532 31.8199 27.1838 9.5338 51.7059 7.42904 9.48602 4.1539 3.07666
threshold=5.809377640749304e-05 10.18423207673313 1.4272196228480496 1.0238914613375913 72.094572144223335 0.05225104535872211 0.060045730851816838 0.62868501461322934 191.49799714254704 0.24262498463276261 1.1121924466918347 6.9991706766120361
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 7 -1 9 -3 -10 -8
right_child=1 8 4 -5 -6 -7 11 -9 10 -11 -12 -13
leaf_value=-0.077198024960593414 0.0037352083756821025 0.16476961212589492 0.086666222363847287 -0.018020671921240433 -0.020485132934408418 0.17056039637573242 -0.067270339742264346 0.63283308325688459 -0.12541466288057332 -0.076592974819771523 -0.059595037948172593 0.046599190811967395
leaf_weight=5.3729429356753817 11639.249841951532 3.1774201095104209 85.265789263416082 1206.7783267279156 41.060229881200939 5.4262494668364516 113.06738120317459 1.2675795070827005 11.521500285714863 3.3399772457778454 57.147118946770206 2.4236824586987487
leaf_count=76 68883 16 590 7442 470 35 1419 22 51 160 1351 38
internal_value=0 0.00181595 0.00217976 0.00169142 0.0518384 -0.0484506 -0.0581811 0.0583366 -0.0609545 0.0410783 -0.0706385 -0.0648807
internal_weight=0 13047.5 12972.4 12846 126.326 127.558 122.132 6.64052 75.186 6.5174 68.6686 115.491
internal_count=80553 78963 77385 76325 1060 1590 1555 98 1578 176 1402 1457
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=15
num_cat=0
split_feature=8 93 42 89 9 35 65 78 69 51 93 51 110 93
split_gain=66.6748 52.0765 84.334 89.4526 60.4831 49.141 56.8639 42.7463 39.8608 39.0285 28.2147 24.2155 22.4396 15.6034
threshold=3.8849869433659658 0.36557879269103355 0.073497617735689233 0.72579891184359291 11.90965377033535 142.88766081140946 0.013478502404163236 1.0162933550159741 0.055592077442071661 8.7751414110423477e-05 0.40633010246121487 0.00042545903440948919 10.270053335838854 0.29110946206139471
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 12 -7 8 9 -1 -10 13 -2 -9
right_child=1 2 3 -5 -6 6 -8 11 10 -11 -12 -13 -14 -15
leaf_value=-0.56306321754346722 -0.054080372237845557 -0.0019071048908971188 -0.037156495306314222 0.051899460411366331 0.052279287970046523 0.068331901308247497 -0.0046296259606460506 -0.11032448931292554 -0.037135584252302893 -0.086039495559383311 0.023528419345092238 -0.050067434248684095 0.031634523288039597 -0.0010174496219894876
leaf_weight=1.8532897382974649 267.26015853090212 2422.3426334315445 132.86335993139073 746.50432100333273 225.13930654432625 110.83625381067395 2947.2052090577781 14.056454144418238 101.361956352368 23.010098514379933 314.69794639525935 500.93419830244966 34.483079489436932 184.10802905913442
leaf_count=10 6543 19268 1485 4967 867 496 13659 55 1952 842 6629 22409 579 792
internal_value=0 0.00312539 0.0116129 0.038444 0.00270085 -0.00578414 -0.00198519 -0.0229835 0.00139914 -0.121596 0.00874924 -0.0383617 -0.0442849 -0.00877096
internal_weight=0 6886.63 3526.85 879.368 2647.48 3359.78 3058.04 1140.02 440.923 24.8634 416.06 699.099 301.743 198.164
internal_count=80553 47864 26587 6452 20135 21277 14155 32689 9433 852 8581 23256 7122 847
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=13
num_cat=0
split_feature=1 55 60 103 79 65 99 103 9 76 105 30
split_gain=42.7097 45.0795 71.1252 46.8514 41.8529 35.8347 79.8927 33.1861 12.7394 10.5973 2.45641 1.38064
threshold=27.136054173059566 0.091102401836055141 0.0019183962192413117 1.1643978079752084 1.0139423715408695 0.52074679797949586 0.47371945974953794 1.6518322722846575 6.6550893922015435 2088.5000000000005 135.61595146756474 16.634395679548909
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 -2 10 -10 -11
right_child=8 5 3 -5 -6 7 -8 -9 9 11 -12 -13
leaf_value=0.040660010476855871 0.3746650276661937 0.0068776438062350016 0.033294303932427681 -0.0014511717935102946 -0.021377966658508309 0.054161278897256783 -0.02838857342069824 0.0013985083746084126 -0.077533830431183282 0.12219825924277319 0.014478764949644419 0.010485989499314743
leaf_weight=126.61174211907201 0.65568272396922012 1163.0569316963665 1189.0909040055703 576.10992687963881 770.62868429743685 152.45539455371909 1434.889395913342 546.60012114618439 93.471152049372904 2.8873421251773825 2.9943382989149532 1.7935240156948564
leaf_count=2524 6 11686 12024 9475 11211 1620 16867 9128 5886 12 50 64
internal_value=0 0.000623164 0.0103016 0.0219544 -0.0126236 -0.00719252 -0.0126005 0.0129054 -0.0646993 -0.0675475 -0.0746777 0.0793945
internal_weight=0 5959.44 2662.44 1765.2 897.24 3297 2597.95 699.056 101.802 101.146 96.4655 4.68087
internal_count=80553 74535 35234 21499 13735 39301 28553 10748 6018 6012 5936 76
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=15
num_cat=0
split_feature=78 15 79 1 76 59 83 65 90 36 6 76 42 6
split_gain=43.9881 49.1772 46.6212 80.3616 52.6676 48.5149 45.2246 31.3864 140.528 28.8866 26.8441 25.3299 11.8597 13.6361
threshold=1.0156122601762347 0.86621784819671022 1.0217204609189672 6.1727826167368027 2548.5000000000005 0.0066044716690534999 0.067820811031908471 0.010541675555622883 0.34817340367691108 3.022707188822642 1.5697931251298336 1332.5000000000002 0.1015266805677605 8.498615003437159
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 11 6 -5 -2 8 -1 -9 -6 -4 -3 -14
right_child=2 12 3 5 10 -7 -8 9 -10 -11 -12 -13 13 -15
leaf_value=0.032512871988609478 -0.056636037854752158 0.12891017888321896 -0.082804746307964749 -0.032859068971744267 0.1025459762910686 0.026787123120564239 0.0064193453677648133 0.39274007999177196 2.149005282010076 -0.032591400209192073 -0.017086972939482761 -0.021064159469799629 -0.0163234643559825 0.054664537813860027
leaf_weight=2.4589146291837092 117.13265616353601 12.547655375674365 192.89628332434222 227.72703263396397 83.14245380461216 339.91341518145055 3932.2806035184767 1.5999369230121363 0.35958662722259749 806.41566588939168 24.220193545334041 101.3695293944329 44.926682372577488 68.040563337504864
leaf_count=135 2948 64 2815 6597 303 3995 38892 9 18 22371 277 1153 284 692
internal_value=0 -0.0215706 0.00203942 -0.0191269 0.00642825 0.00285815 0.00459542 -0.0305872 0.302537 -0.0317492 0.0755577 -0.0615362 0.0366775 0.0264329
internal_weight=0 936.349 5018.68 861.906 4156.78 567.64 4049.41 810.834 2.8185 808.016 107.363 294.266 125.515 112.967
internal_count=80553 23573 56980 14560 42420 10592 41840 22533 153 22380 580 3968 1040 976
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=12
num_cat=0
split_feature=13 97 57 93 103 33 77 48 97 101 87
split_gain=29.5143 28.7099 28.4036 27.1203 25.4656 9.50768 12.6961 5.41864 4.16288 4.35909 0.446121
threshold=0.21831050137833535 1.2760918443357456 0.3408319444524282 0.18432092296084154 4.717315443419082 19.429459603284368 571.83333333333348 0.064511875898452101 8.0476469275720088 0.24713409499733519 18.518861480662867
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 -1 9 -9 -7
right_child=1 2 4 -5 -6 10 -8 8 -10 -11 -12
leaf_value=0.15751780778362226 -0.07203498404893692 -0.023922345438208963 0.08885342493282844 0.0027063788686277593 -0.021170547605567067 -0.030037020141922999 -0.0070077251314936487 0.11130447549962592 0.057798746596579825 -0.066526257375455575 -0.076772411798631035
leaf_weight=1.1668107975274313 40.311824255157262 394.69381596846506 69.389382378198206 12346.649478250183 30.189325490966439 2.1390007594600311 117.65666583646089 1.4019641149789084 2.926549043506383 82.088709627045318 45.270440495572984
leaf_count=12 1981 2711 326 68021 407 54 3238 7 28 2179 1589
internal_value=0 0.001704 0.00229727 0.00188149 0.0554974 -0.0353891 -0.023602 -0.0565407 -0.059431 -0.0635401 -0.0746638
internal_weight=0 13046.3 12840.9 12741.3 99.5787 205.378 157.968 87.584 86.4172 83.4907 47.4094
internal_count=80553 78327 71465 70732 733 6862 5219 2226 2214 2186 1643
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=14
num_cat=0
split_feature=73 77 73 71 51 1 29 79 51 6 89 79 33
split_gain=75.349 57.9199 57.3324 72.2075 36.2673 45.1673 33.7056 27.3337 16.2206 17.1673 13.8714 10.1618 4.58166
threshold=5.0409489433265353 999.83333333333348 0.59266417612934708 15.042449080728064 0.00026895197538460199 30.006223514482098 236.0806887493741 1.0245661683921907 0.00030570761755423432 1.5424947559428768 2.237024868606305 1.0246533923277867 104.09605112357171
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -3 -1 -6 9 -2 -11 12 -10
right_child=8 4 3 -5 7 -7 -8 -9 11 10 -12 -13 -14
leaf_value=0.021174999775181027 -0.12860217548194494 0.054044235302102797 -0.032923768096211524 0.0025345325406878312 -0.074175656364491638 -0.086254675886094312 -0.26549842282767838 -0.013306842942561551 -0.079177797260542193 0.067501671617215306 -0.096188314505240277 0.27342310956512 0.0084857866990256294
leaf_weight=1517.6124192103744 8.4632284045219404 80.641461949795485 645.97925781086087 5176.4426375377225 201.55390680243727 32.072680614888668 4.1124689523130646 116.36999930895399 158.56381981098093 24.061860427260402 6.5961660048924378 0.83706902526318927 6.1948200138285747
leaf_count=12531 36 327 22847 28121 6942 124 41 1723 7530 77 85 5 164
internal_value=0 0.00102746 0.0031175 -0.00139945 -0.0346164 0.0141223 0.0204003 -0.0518958 -0.0604344 -0.00252159 0.0322833 -0.074116 -0.0758817
internal_weight=0 7774.78 7344.15 5822.42 430.638 112.714 1521.72 317.924 204.717 39.1213 30.658 165.596 164.759
internal_count=80553 72656 63540 50968 9116 451 12572 8665 7897 198 162 7699 7694
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=15
num_cat=0
split_feature=1 93 85 64 83 103 79 103 76 73 13 85 13 35
split_gain=38.8034 44.7747 68.1711 45.5895 44.2955 60.2634 39.0945 37.7471 9.31839 3.54144 14.4856 1.88538 1.84246 0.692651
threshold=27.136054173059566 0.43713985807641392 0.20087013901949743 0.019555656433094964 0.16762380564336407 0.47582354517354669 1.0145368993571688 0.33367223934917983 2088.5000000000005 3.7908102319498149 0.40082451409299452 0.13211489135710197 0.6492238276784642 146.82412698485987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -4 -1 9 11 -11 -2 13 -10
right_child=8 2 6 -5 5 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.0057183724915549914 -0.07613586737053675 -0.011301597046385663 0.052351027985665891 -0.052312785557975007 0.052321779848146427 0.0072231910577893813 -0.00063326085120955983 -0.080308401493303136 0.084363369846740824 0.36665822654529812 -0.051074868947111787 -0.15845790589944228 0.11496145052563243 -0.076596722296623232
leaf_weight=107.30541011085734 74.144104222999886 695.08463603723794 150.65556490165181 444.32812934299 341.29565279278904 2247.2999217079487 1840.836596082896 97.214359164237976 0.38544875383376964 0.88720073155127366 12.901044100522993 2.8905259813182047 3.2980229686945677 0.87255938956514001
leaf_count=1341 5580 13909 1820 8034 2742 24912 19147 2630 3 26 303 33 15 58
internal_value=0 0.000425048 -0.00778636 -0.0272944 0.00962952 0.0131693 0.00337498 -0.0351727 -0.0638699 -0.0708706 -0.024196 -0.0792248 0.0756861 -0.0272792
internal_weight=0 5924.02 3130.9 1139.41 2793.12 2588.6 1991.49 204.52 95.3789 90.8229 13.7882 77.0346 4.55603 1.25801
internal_count=80553 74535 42910 21943 31625 27654 20967 3971 6018 5942 329 5613 76 61
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=13
num_cat=0
split_feature=32 72 15 77 9 73 69 33 63 42 106 64
split_gain=41.1032 52.1881 51.1648 55.8663 37.7802 41.6163 39.9959 17.792 18.3888 15.5627 12.8397 6.72847
threshold=3.3194910064937502 0.79059673277310571 0.94903555713224408 1783.2777777777781 2.9528261779069038 4.9450294029298538 0.59414932144294441 48.329033401554476 0.011676340614064385 0.030872432946960487 1.3362616924834458 0.073216962497956867
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -6 -3 8 10 -10 -1 -4
right_child=1 4 11 -5 5 -7 -8 -9 9 -11 -12 -13
leaf_value=0.085479917014282189 -0.025358222073455103 0.0081734720723405461 -0.02022208704653131 0.034788262771355487 -0.0096318616535944548 0.022447318322363106 0.053280172300058708 -0.13857085919693876 0.26005147687029601 0.041080077871942455 -0.038267176654785628 0.0665011066564999
leaf_weight=10.094827646389602 1751.173671171302 774.41890561394393 10.064982789568601 169.36496871733107 1982.036729257321 508.06899984739721 263.45157011598349 6.1094862371683112 3.2810339787974945 301.55090251145884 49.491917574312538 80.495790761895478
leaf_count=99 34637 7327 72 1631 25917 3517 3417 32 12 1714 1323 855
internal_value=0 -0.00373432 -0.0165905 -0.0200541 0.00359428 -0.00308658 0.0196233 0.030668 0.0335053 0.043437 -0.0173027 0.0568626
internal_weight=0 5539.08 2011.1 1920.54 3527.98 2490.11 1037.87 370.528 364.419 304.832 59.5867 90.5608
internal_count=80553 77373 37195 36268 40178 29434 10744 3180 3148 1726 1422 927
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=12
num_cat=0
split_feature=51 97 75 6 6 21 103 97 97 89 0
split_gain=27.5774 30.8897 27.5749 58.5067 55.7969 64.139 62.6069 35.2113 25.3651 20.6554 3.11231
threshold=5.809377640749304e-05 2.4902496519718471 0.83235417890254393 0.17658346504890357 1.2684329998022139 25.614356312185677 1.0860723884442234 5.1878582527145145 8.480453123270193 0.047850705084380003 4.6051727616548375
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -4 -6 -5 10 -2 -3
right_child=2 8 4 7 6 -7 -8 -9 -10 -11 -12
leaf_value=0.20152920667921972 -0.032639305686429747 0.10897318701283339 0.03225424797966342 -0.047246910216170751 -0.013566743143293654 9.474824189490994e-05 0.0044014909336482708 0.008678684562996964 0.21085558074256627 0.046666516417963572 -0.06679449337109418
leaf_weight=4.8174670264124861 41.453999046236277 1.016680322587489 1244.6251908871345 428.86350845918059 2683.0019721216522 1236.0449639060535 6994.3429841948673 152.65205793827772 3.4311611130833617 158.07603122480214 110.42559594660997
leaf_count=34 954 6 11157 4493 15915 7932 36008 1232 30 1272 1520
internal_value=0 -0.0465423 0.00167969 -0.016534 0.00284977 0.0162301 -0.000580124 -0.032566 -0.0569457 0.0301901 -0.065191
internal_weight=0 119.691 12939.1 781.046 12158 2480.67 9677.34 581.516 114.873 199.53 111.442
internal_count=80553 1590 78963 7951 71012 19089 51923 5725 1556 2226 1526
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=13
num_cat=0
split_feature=73 9 11 79 111 47 73 105 79 47 39 67
split_gain=66.9546 50.7307 44.7257 80.7435 63.8994 19.9683 21.3526 19.0813 14.0645 9.23733 14.0103 8.46579
threshold=5.0409489433265353 3.2772016676891189 3.2386786691265401 1.0172606344108832 3.0665830860509105 0.012036303852408906 1.1830035405705035 6.6932953975284528 1.0245661683921907 0.010289774160433904 19.039959295968334 0.020597219210932927
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 10 -2 -11
right_child=8 2 3 -5 -6 7 -8 -9 -10 11 -12 -13
leaf_value=0.11233223135801376 -0.057290171398828665 -0.014434196475055731 0.0043619859260293449 -0.030052154806685452 0.015417574926892344 0.0082990327241844932 -0.046012759615416246 -0.063376362270141692 0.10698330408764577 -0.10603829803113672 0.093670499783913341 -0.056679079330329722
leaf_weight=16.623707469785586 20.091112070716921 909.87122014933266 2137.6278445734642 1001.0252278674161 3383.8195902288426 45.372810819884762 17.46133911027573 204.75388687895611 4.9925498447846612 51.131546702585183 8.8584541343152505 108.44628819538048
leaf_count=313 268 13747 12912 6983 19620 2916 532 15633 31 835 32 6731
internal_value=0 0.000873744 0.0024593 -0.00661388 0.00909172 -0.0405897 0.0312141 -0.0503745 -0.0586796 -0.0630666 -0.0110968 -0.0724946
internal_weight=0 7716.56 7432.34 3138.65 4293.69 284.212 34.085 250.127 193.52 188.527 28.9496 159.578
internal_count=80553 72656 53262 19895 33367 19394 845 18549 7897 7866 300 7566
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=15
num_cat=0
split_feature=95 13 59 13 43 60 14 79 55 60 55 55 48 108
split_gain=55.0163 58.4998 54.1085 47.8944 43.0747 41.2138 38.4411 35.9056 37.4264 35.6003 28.7017 27.1432 24.1799 23.4417
threshold=0.023984670976590895 0.57535996249187871 0.046045686404614046 0.34369935738167579 0.033382113312090574 0.06408866735183448 0.052567399132543637 1.0183494178532346 0.26800084720879086 0.0078983089911596905 0.13484503972935 0.26300488530194005 0.075094023236688873 16.718835011789015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 -2 12 -7 -3 -9 13 -11 -4 -5 -1
right_child=1 7 11 5 -6 6 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.038688190099170933 0.042787922305168549 -0.026864128934640415 0.070263474903893397 -0.11018417762552353 0.0044208206559404111 0.48149818687021484 0.012505335706692914 -0.004639336434993333 0.070353794839433714 0.033848696147588807 -0.054657532353157047 -0.033480964948199292 -0.031515373555175065 -0.052234132467440013
leaf_weight=291.24436844093725 330.94457917497493 741.98208198882639 214.11981826275587 40.723841030150652 2526.8552355319262 1.7648370461538423 179.8324028167408 365.38599147414789 81.367457698564976 53.519967358792201 116.17539402714465 28.586058296728879 962.40077730012126 31.414847918553278
leaf_count=5471 3583 10282 1795 929 23988 21 2530 3966 1209 1074 4125 1458 17465 2657
internal_value=0 0.00548246 0.0127137 -0.0158791 0.00886388 -0.0267733 0.0170632 -0.0133784 0.0090192 0.0103351 -0.0267437 0.0580444 -0.0347091 0.0298358
internal_weight=0 4289.24 3100.51 1677.08 2857.8 1184.72 181.597 1188.74 446.753 492.355 169.695 242.706 1003.12 322.659
internal_count=80553 46281 30824 34272 27571 20945 2551 15457 5175 13327 5199 3253 18394 8128
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=15
num_cat=0
split_feature=13 91 9 78 69 78 105 72 44 21 3 21 91 105
split_gain=45.9381 44.3358 43.3641 41.7214 33.9424 26.1866 26.2511 9.78218 6.90905 7.17421 7.16626 5.50099 4.82982 3.70113
threshold=1.2792698388302031 0.37188065834148915 2.9528261779069038 1.0203476022371869 0.060441332839659946 1.0150521959405814 18.434535747379162 26.625624161774471 4.6278060837108788 9.2838771000383762 487.43619825287868 25.127393258916715 0.099311290616222805 9.7422998139278025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 9 10 -2 13 -13 -10
right_child=8 5 4 -5 -6 6 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.017011974059852258 0.00058653840666536507 -0.054435556986040849 0.073189423724295571 -0.026638238498639819 -0.012696580651414179 -0.016951060755775182 0.039146941065234656 0.20220685110265518 0.20552662639280783 0.092055333763108649 -0.19201903153445771 0.066592954269594481 -0.033249639493079311 0.076503325864709926
leaf_weight=1173.1653893659823 16.483855421654887 48.524806213565171 46.607609843369573 269.2206309507601 3617.9201486096717 102.02608929760754 457.32777351513505 1.5320709748193611 2.2853028848767272 7.8295169509947291 2.1882062889635554 10.634363387711348 8.8998783454298955 81.942927771247923
leaf_count=13240 191 908 1356 4513 54615 1162 3796 15 19 31 14 74 68 551
internal_value=0 -0.00278079 -0.00582303 0.00886468 -0.0116042 0.0227135 0.0289147 -0.0465806 0.0572767 0.0117065 -0.0219852 0.0689156 0.0211043 0.080004
internal_weight=0 5716.32 5106.91 1442.39 3664.53 609.411 559.354 50.0569 130.264 26.5016 18.6721 103.762 19.5342 84.2282
internal_count=80553 79605 73724 17753 55971 5881 4958 923 948 236 205 712 142 570
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=15
num_cat=0
split_feature=79 108 59 39 79 9 41 45 98 91 91 96 92 43
split_gain=26.9168 43.9534 38.6536 36.5686 43.1741 58.2086 36.863 32.315 32.2833 33.5822 31.186 31.3069 28.9538 24.3589
threshold=1.0238914613375913 7.9871115874538754 1.6160928084428521 6.015763047080962 1.0171388833905473 6.7359853746719418 0.16944003611210115 61.794893598468143 0.6794598167848529 0.12756769446043861 -0.28292432912080762 2.6340232551388225 0.30158271383930862 0.041200807360830878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 13 8 6 -6 -5 -4 12 -10 -2 -12 -1 -3
right_child=1 2 7 4 5 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.057332744343644985 -0.088798353921399745 -0.0098839325635769453 0.13720291269079662 -0.024089933349014773 0.0046906975859373409 0.029795879651000834 0.0018975796791588528 -0.049003026229721781 -0.013846915599892737 0.02700976052564117 -0.016743139723027191 0.02847570599007785 -0.012397872474600799 -0.053494889917122694
leaf_weight=233.81826541153714 33.595380306243896 194.23809828795493 23.755557702854276 608.88533830177039 3031.6419285852462 1328.154294073116 5271.1194307273254 15.337352203205226 587.37176307523623 305.97973020933568 258.23476085998118 376.1041520293802 370.80213953508064 376.00220055319369
leaf_count=2800 239 1223 108 3462 20485 6867 28882 155 3727 1962 2474 2355 4140 1674
internal_value=0 -0.0126233 -0.0320453 0.00266294 0.00479779 0.0123387 -0.000793475 0.0641486 -0.0119304 0.000146809 0.00509475 0.0100674 -0.029775 -0.0386399
internal_weight=0 1277.27 609.333 11737.8 10239.8 4359.8 5880 39.0929 1497.97 893.351 667.934 634.339 604.62 570.24
internal_count=80553 8228 3160 72325 59696 27352 32344 263 12629 5689 5068 4829 6940 2897
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=15
num_cat=0
split_feature=73 51 75 49 64 93 43 75 31 79 87 41 73 85
split_gain=61.6613 53.0527 49.535 87.7075 72.2274 63.8526 59.6056 52.5221 30.6776 30.4657 49.8863 27.2954 17.4493 23.6325
threshold=3.082400744049099 0.0003225134866865066 1.9766190281851905 0.1602862151657895 0.0086400787320527143 0.42218396660987206 0.075451918138676813 3.6544958001792049 165.66035892415792 1.0152714473331541 2376.9600880234098 0.42060386607203065 4.858260426619065 0.10553530522864564
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 8 -5 7 -7 -4 -1 11 -11 -2 13 -3
right_child=1 12 5 4 -6 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.078428009323927309 0.087644974703632195 -0.063414716253369349 0.013737774754193627 0.038899679025156043 -0.030020039946966382 0.0056178122289027464 0.037235640374221744 -0.011581022649540145 0.066549178762743827 -0.065944006653153767 0.056361298864437408 -0.019822442150608299 -0.071853462888500211 -0.013841812810954713
leaf_weight=238.04681195353623 71.489386569708586 155.33604171767365 1239.2927465256071 271.6262048255885 345.44478075311054 1564.5045567825437 963.3999331475934 2417.7648524378892 15.548993645701556 86.374133374541998 54.324739908333868 35.305849505588412 158.17738434084458 252.45983150973916
leaf_count=10881 242 1799 8082 3237 7626 8553 8281 14215 87 333 275 151 8300 8491
internal_value=0 -0.0267729 0.00230284 -0.0200293 0.000317477 0.00544657 0.0176676 -0.00300106 -0.0695389 0.0118459 -0.0187211 0.0521169 -0.0436605 -0.0327249
internal_weight=0 813.467 7055.63 870.667 617.071 6184.96 2527.9 3657.06 253.596 247.494 140.699 106.795 565.973 407.796
internal_count=80553 19591 60962 21831 10863 39131 16834 22297 10968 1001 608 393 18590 10290
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=15
num_cat=0
split_feature=34 12 59 21 61 55 16 55 55 111 55 48 108 9
split_gain=40.7965 56.6185 40.203 36.5391 53.9815 34.925 33.5507 28.1434 27.1907 26.8525 25.2275 22.5681 22.0435 16.3227
threshold=40.54121100071999 0.29163037904912165 0.042999352806936592 8.5231024221796421 0.018812292573552058 0.13640956486184738 2.1336618954658069 0.32870189364550301 0.083788081472699269 1.6098669200705038 0.014425548315699614 1.312652814626351 1.6498401216879703 11.156378702325418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 4 10 -4 -3 13 9 -5 -1 -10 -6 -2
right_child=1 2 5 8 12 -7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.095842286962965761 0.023969521849986609 -0.018840852550009154 0.053173358568539053 -0.0041199257262514799 0.17180012847798085 -0.020807847681633754 0.03274683405260357 -0.050173228309504825 0.0058970756598066207 0.043184546046959336 0.037162529747622748 0.24793333677393617 -0.06401875975696171 -0.070072167797446724
leaf_weight=15.91679631359875 758.25515501096379 2622.733344790875 163.03813470248133 155.64373244903982 4.0602330025285474 104.84605726262089 132.43530537304468 58.622047891141847 1065.6913506485289 523.99306273041293 137.05729378201067 3.8664093066472551 167.09517471212894 18.917010079021566
leaf_count=80 10771 39851 2262 2692 51 2066 1159 2846 9634 4384 1420 86 1659 1592
internal_value=0 -0.00639617 -0.0127653 0.0109961 -0.0198433 0.0242182 -0.0163611 0.0166407 0.0167107 0.0323513 0.0233235 0.00677203 -0.0584245 0.0216805
internal_weight=0 3858.85 3023.05 2073.32 324.129 267.884 2755.17 835.794 1749.19 679.637 152.974 1069.56 171.155 777.172
internal_count=80553 60547 45338 20006 3210 4328 41010 15209 16796 7076 1500 9720 1710 12363
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=15
num_cat=0
split_feature=11 11 78 104 78 9 51 101 69 40 32 1 33 78
split_gain=40.1314 41.2894 36.2815 79.2573 43.0227 23.3675 20.7137 18.3623 17.3187 14.9035 13.9957 11.3026 17.565 9.24316
threshold=1.1959337627546798 6.5147762133103919 1.0169021068173663 39.112220327619404 1.0246052848711797 1.7573252474224672 0.00072116639939525306 1.1641647643150279 0.053486299880574809 1.0354776379777737 101.67689523106436 4.6109021037731006 9.8797218550406285 1.0170246263408462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 11 10 8 -7 -9 -3 12 -1 -8
right_child=1 6 4 -5 -6 7 13 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.010617831779132399 -0.02514846670506278 -0.071738418401870868 0.0037393782085294418 0.033206495648748786 -0.048623146496039771 0.49638840671466622 0.036729768820036236 -0.052877771339822688 0.07049328944827056 0.053483958351890119 0.31780150797043771 0.12884610139661415 0.074298422863689331 0.10501556383444116
leaf_weight=33.168325887527317 1484.7800885722972 14.304593712557104 3551.4720010894816 276.01344867236912 164.16529965912923 1.034016903489827 31.432226560544223 49.622783926315606 12.4618620169349 17.935570113826543 0.98591221682727415 22.428666706196964 91.721188046038151 53.668001034297049
leaf_count=567 31989 438 38553 3002 3199 23 246 507 139 92 11 52 1482 253
internal_value=0 -0.00301226 -0.00417725 -0.016001 0.00142588 0.0397574 0.0605395 -0.00336719 0.103124 -0.0246406 -0.0466214 0.0634844 0.0517462 0.0797938
internal_weight=0 5576.82 5476.43 1760.79 3715.64 228.372 100.391 81.0542 13.4959 67.5584 15.2905 147.318 124.89 85.1002
internal_count=80553 77691 76743 34991 41752 2862 948 761 162 599 449 2101 2049 499
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=15
num_cat=0
split_feature=97 62 19 69 41 62 41 60 19 108 62 101 95 71
split_gain=25.6853 26.9068 74.4745 81.8148 71.289 56.8771 43.7851 26.6939 20.9407 25.6956 17.944 9.21109 5.09618 2.66381
threshold=12.757634993682117 0.014075686367055298 0.054931482296934862 0.14849444711550594 0.078226485121570058 0.055055703085900493 0.045695610598565896 0.0050914074682157666 0.10690598369435797 7.477500569120342 0.045333900870374588 1.5660973709074961 0.041841981011826943 22.984118997308837
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 7 -6 -1 -3 9 12 13 -11 -2 -10
right_child=8 4 3 -5 5 -7 -8 -9 10 11 -12 -13 -14 -15
leaf_value=0.0073920438715288517 -0.10597510821990502 0.10352969334795557 0.011326490140291858 0.077844742370286255 -0.0091481815377793853 0.0064224105543730665 -0.048830232531584743 -0.063974087792373804 0.10191147081010664 0.029780752607896269 -0.093273000214062804 -0.080763376536424847 0.082969607136923071 0.2053685324475637
leaf_weight=249.58156987465918 1.5868883132934559 84.923768330365419 2516.5364682562649 199.56936684437096 5116.1568423192948 4332.7763366210274 311.28212266229093 10.714333829469977 6.9801601245999318 8.1479132100939733 4.8086699396371833 100.65055383741856 14.212167125195263 3.8678178936243057
leaf_count=2354 3 597 17214 1473 30134 25884 2132 133 38 31 19 333 195 13
internal_value=0 0.00154536 0.0093635 0.016214 -0.00113886 -0.00200834 -0.0238116 0.0847642 -0.0414822 -0.0551794 0.0675219 -0.0724847 0.0639916 0.138799
internal_weight=0 12821.5 3276.97 2716.11 9544.57 9448.93 560.864 95.6381 140.254 124.598 15.6566 108.798 15.7991 10.848
internal_count=80553 79921 23173 18687 56748 56018 4486 730 632 562 70 364 198 51
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=15
num_cat=0
split_feature=51 71 62 54 43 43 35 93 93 67 78 62 103 48
split_gain=56.659 53.3328 76.9713 50.2111 37.8334 99.6563 65.674 48.6114 27.6973 38.0902 23.401 48.3606 16.6325 13.5834
threshold=0.0014436666616852391 23.141651039317498 0.54201184650307366 0.40773550430088218 0.024052857795421562 0.03120509713717395 1027.9672262584393 0.36312129427053258 0.47065018402500963 0.015251572448771919 1.0190135263205085 0.006183780619384697 2.6787000332910997 0.10363168034055667
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 -3 10 6 -6 -7 -2 -10 12 -12 -1 -4
right_child=1 2 13 -5 5 7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.036027588337854764 -0.073620415587175678 -0.0039807293332574526 0.11690884221592596 0.082476005146063902 -0.048537456640594084 -0.0050578304374231135 0.067466766671153894 0.013148098835669789 0.19133559519768367 -0.031977827737539807 0.056479547630987705 -0.074301564445471036 0.10724252927893776 -0.068597960886379677
leaf_weight=297.90096941869706 211.56915088382084 160.10236580902711 4.0812773415818802 115.73162619397044 548.58587015559897 2794.756619614549 53.568442981690168 3086.0836664101807 7.8567801197059444 274.37568715313682 56.69366299174726 56.406751865055412 36.852719701826572 120.14533680689055
leaf_count=1642 9632 1582 148 646 4023 16680 566 21677 170 16993 243 408 129 6014
internal_value=0 -0.0242804 0.00285749 0.0322939 0.00247064 0.000528746 -0.0382176 0.00449608 -0.0462665 -0.0257612 0.0305808 -0.00874513 0.0438676 -0.0625034
internal_weight=0 893.862 400.061 275.834 6930.85 6482.99 602.154 5880.84 493.802 282.232 447.854 113.1 334.754 124.227
internal_count=80553 35185 8390 2228 45368 42946 4589 38357 26795 17163 2422 651 1771 6162
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=15
num_cat=0
split_feature=95 73 13 93 13 33 62 41 55 53 93 53 87 18
split_gain=47.8116 61.5905 49.5412 40.9087 43.0077 39.2824 37.4849 59.6594 36.9286 36.3603 55.3367 32.4809 22.0357 18.9117
threshold=0.023984670976590895 1.0895765164532396 0.47929177101704645 0.42603679231533192 0.39664388036081388 10.604255669489083 0.20393598517911748 0.64077918085880881 0.081286815456294445 0.003737178692647784 0.39032725635122228 0.0037887890235342343 5684.5159525186018 0.20864891683175998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 4 -3 -1 7 -4 -8 13 -11 -5 -7 -2
right_child=2 3 6 11 -6 12 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.050411368292951224 -0.0053547079101927842 0.03361332744923979 -0.0053005084999161985 0.16292740174950285 -0.013846289341824226 -0.058905808203417877 0.10380637920626223 -0.060508900639563094 0.0091966949129350366 0.048465131295995299 0.0094465379121282389 -0.031109539735439413 0.17588988849183027 -0.10509280396966188
leaf_weight=37.620245478581637 41.403818645980209 395.80363045330159 1391.6700375110377 8.7994254801888001 368.90453279926442 392.3049910335103 44.603542047552764 227.77046280307695 549.7905129767023 483.0403116135858 1468.3684374231379 440.26053867023438 4.0382643030025056 35.151417460292578
leaf_count=371 676 5802 17738 339 4935 14575 249 1733 6455 3943 15247 8217 33 240
internal_value=0 -0.0149105 0.00516136 -0.00335016 0.0107182 -0.0472442 -0.0051821 -0.0130654 0.0162962 0.0164528 0.019105 -0.0273073 -0.0565135 -0.0511509
internal_weight=0 1647.73 4241.8 1213.77 764.708 433.964 2213.83 1619.44 594.394 2027.96 1951.41 449.06 396.343 76.5552
internal_count=80553 34272 46281 19293 10737 14979 26175 19471 6704 20106 19190 8556 14608 916
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=15
num_cat=0
split_feature=32 72 77 59 79 49 61 97 98 35 33 59 1 79
split_gain=34.3296 40.9451 44.8198 58.2684 38.2996 34.5904 26.8996 15.1113 17.4339 16.36 15.0719 15.2842 12.915 11.4263
threshold=3.3194910064937502 0.79059673277310571 2028.5000000000002 0.083325977018948852 1.0246533923277867 0.66738517198916403 0.011932790837386841 1.6263188078553501 0.36040720461799991 32.981270014819991 48.329033401554476 0.0014086527505741007 3.8278864905204104 1.0163821285855128
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 8 9 -1 11 -9 -7 -10
right_child=1 5 4 -5 -6 12 -8 10 13 -11 -12 -13 -14 -15
leaf_value=0.12838944319604437 -0.023396363290194365 -0.032356811848997365 0.062535850781447577 0.057095316071190852 -0.063251342450573123 0.064984789023717113 0.003504336418170119 -0.051205882080920619 -0.02248411065946259 0.48658184596378717 -0.1442336334297892 0.02986864000435778 0.0075581140393135406 0.08639264007306259
leaf_weight=4.1856548846699289 1703.8115036082454 224.57758035580628 121.42579041747376 94.947236351901665 30.232686376199126 120.20001637563109 3048.6342079564929 25.402778138173744 13.170839966274796 1.8337471135891972 5.4872353486716738 274.7315251424443 58.08784232288599 35.946463722269982
leaf_count=49 34046 8182 999 1796 354 1724 29773 522 163 34 27 2099 499 286
internal_value=0 -0.00316438 -0.0147459 -0.0191476 0.0374605 0.00338028 0.00104388 0.028697 0.0768823 0.237509 0.020004 0.0230067 0.0462746 0.0571973
internal_weight=0 5401.92 1950.42 1798.76 151.658 3451.5 3273.21 360.758 55.1367 6.0194 305.622 300.134 178.288 49.1173
internal_count=80553 77373 37195 35842 1353 40178 37955 3180 532 83 2648 2621 2223 449
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=12
num_cat=0
split_feature=13 44 104 46 9 87 37 111 55 22 101
split_gain=25.1586 26.5108 40.7972 52.0603 40.1136 31.0438 24.2104 21.4983 5.82036 4.20102 3.54518
threshold=0.21831050137833535 9.1317725060867385 11.662990416232688 0.036311356056166776 6.010452852036793 18.518861480662867 46.39589558318999 1.0935427569351728 0.035238942700282765 35.395190547145688 0.24713409499733519
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 -1 -10 -11
right_child=1 2 4 -5 -6 7 -8 -9 9 10 -12
leaf_value=0.13235646822072816 0.017446442548552699 0.0090774276374083352 -0.0077402420160500836 0.052355859917627048 0.0062346413676556758 -0.042378230581205809 -0.051404691945083771 -0.010374636628519649 0.17178284487381917 0.1027691077609435 -0.063803642216961706
leaf_weight=1.627643585205077 565.5560909435153 1502.7499491088092 3406.3224408563692 341.02355635538697 5173.612192930188 242.65187786659226 56.141322837676853 1554.9395137727261 0.78295853291638096 1.2994353547692288 76.40704929898493
leaf_count=10 6184 10435 19424 1717 24535 2285 567 13180 37 6 2173
internal_value=0 0.00139776 0.00358659 0.0170822 0.000686469 -0.00803297 0.011229 -0.0146947 -0.0548145 -0.0586959 -0.0610182
internal_weight=0 12843 10423.7 1843.77 8579.93 2419.29 621.697 1797.59 80.1171 78.4894 77.7065
internal_count=80553 78327 56111 12152 43959 22216 6751 15465 2226 2216 2179
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=15
num_cat=0
split_feature=51 12 42 104 34 51 18 79 68 60 68 7 39 33
split_gain=51.0329 43.8568 45.661 72.4173 58.4303 34.8332 25.1525 14.0255 18.0797 11.0577 7.21271 4.70716 1.26125 15.2677
threshold=0.0052986136675951473 0.21259855700812494 0.084938440606881868 39.112220327619404 59.897045388192275 7.7146257876365941e-05 0.17970450018525955 1.0161902832415313 0.38948813276167776 0.054095183417229652 0.061424088732889771 0.21663152925087539 35.222412404927731 38.63065257086199
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 10 -7 8 11 -10 -1 -2 -9 -14
right_child=7 2 3 -5 -6 6 -8 12 9 -11 -12 -13 13 -15
leaf_value=-0.14679994695858745 -0.29841626890341927 -0.053128869019136438 0.026296770623925617 -0.028090209352983942 7.0821943947050128e-05 -0.018166873041258306 -0.067029660765993135 -0.077146665334354714 0.085938909589994478 -0.076812423322460147 0.053044023498414944 -0.074471574483761169 0.35304610824037908 -0.077649868465986788
leaf_weight=1.8690289445221413 1.0027869641780842 214.95920151338214 1397.4708738850895 296.82367653225083 5216.9631482487312 261.59624186187284 176.37629252625629 108.72158133768244 18.570985673228282 5.3851164032239458 53.548147697001696 14.662214880750978 0.89974460087250818 9.6572763309814018
leaf_count=11 2 15152 11297 2792 33021 1838 2537 10669 236 742 595 924 26 711
internal_value=0 0.000439823 0.00243608 0.0167687 -0.00203447 -0.028393 -0.0378444 -0.0568194 -0.00527092 0.0493539 0.046304 -0.0888073 -0.0739424 -0.0409429
internal_weight=0 7619.61 7126.22 1694.29 5431.92 493.39 437.973 158.9 39.6211 23.9561 55.4172 15.665 119.279 10.557
internal_count=80553 67243 62262 14089 48173 4981 4375 13310 1904 978 606 926 11406 737
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=15
num_cat=0
split_feature=34 93 51 57 60 65 42 21 93 103 41 51 50 111
split_gain=35.192 52.8131 53.4896 42.1951 37.1815 42.0149 35.2505 35.8021 29.4201 27.2541 26.4031 26.3565 22.7751 20.0431
threshold=37.378748783688827 0.38449049330415602 0.00064916566398978877 0.0059243525887416977 0.11904451235498857 0.020288491552800925 0.084938440606881868 8.3247912348051347 0.69964241224529122 1.1943334139776927 0.59052987204821639 0.0027126676518493672 0.008467916702027423 1.6564332599199687
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 9 -4 5 -3 11 10 -6 -2 -8 13 -9 -1
right_child=1 4 3 -5 8 -7 7 12 -10 -11 -12 -13 -14 -15
leaf_value=0.0063812420121707528 -0.0047751712784045866 0.015756870477613677 0.047176124009249282 0.0066070809894207636 0.042164146264549666 -0.025155725767248439 0.01491008644751253 -0.0093406863663174425 -0.038240669618461419 -0.059699630734167709 -0.078105605761094321 0.0044848981705824338 0.030865709968155897 0.047139686910685152
leaf_weight=164.64388834312558 257.06101934378967 291.08774775092024 356.54200848611072 912.53361685038544 180.5816576766083 1823.0363735221326 43.665143966674805 390.22202191082761 60.838695487589575 139.30180825770367 101.34827729128301 453.47061807662249 220.4951074172277 451.53664878383279
leaf_count=2792 6026 5881 3115 7419 3304 27101 379 2806 1647 7956 1206 3569 3559 3793
internal_value=0 -0.0056404 0.00798929 0.0180048 -0.015277 -0.0195226 0.0111022 -0.00543053 0.0219019 -0.0240784 -0.0500976 0.0227828 0.00517555 0.036249
internal_weight=0 4020.98 1665.44 1269.08 2355.54 2114.12 1825.38 755.731 241.42 396.363 145.013 1069.65 610.717 616.181
internal_count=80553 62449 24516 10534 37933 32982 18104 7950 4951 13982 1585 10154 6365 6585
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=14
num_cat=0
split_feature=12 11 33 73 9 28 58 86 0 57 101 41 95
split_gain=36.4717 35.3463 37.3477 39.7235 21.1922 18.7878 18.4442 19.7609 18.0297 15.2244 14.7718 14.1562 10.9545
threshold=0.19898658805474714 1.1959337627546798 4.4491950260761177 1.6671380391300741 1.7573252474224672 8.6631099038942327 0.081878108320580387 45587.172765089133 3.1205610802503112 0.059716787668082631 1.2137504609103087 0.45838456188446514 0.0043648240627240679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 11 -4 8 9 12 -8 -2 -1 -6 -3 -7
right_child=1 2 3 -5 10 6 7 -9 -10 -11 -12 -13 -14
leaf_value=0.41918281005879648 0.036482448989656621 0.088074939018451648 -0.019398697762930465 -0.00018286477331323357 0.088860022095982899 -0.075355516096470065 0.058147235567538397 -0.05478204597206679 0.11523325028649789 0.056755662833073095 -0.025300279856095731 0.023475701388172281 0.010957570680064602
leaf_weight=2.2614377774298182 93.785344626288861 41.599128743167967 1567.9876027815044 3427.1640305893961 13.816594990901647 18.486226978711784 174.41734515270218 17.005878874100745 42.133027641102672 2.3776222374290228 63.093273940961808 183.83565894048661 71.872728255228139
leaf_count=33 1791 1048 36861 34061 182 747 2235 121 185 11 552 1103 1623
internal_value=0 -0.00278941 -0.00441792 -0.00621475 0.0371572 0.0338232 0.030537 0.0481147 0.0608942 0.233431 -0.00479177 0.0353961 -0.00670093
internal_weight=0 5433.41 5220.59 4995.15 212.828 286.421 281.782 191.423 135.918 4.63906 76.9099 225.435 90.359
internal_count=80553 75783 73073 70922 2710 4770 4726 2356 1976 44 734 2151 2370
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=15
num_cat=0
split_feature=93 8 97 53 99 76 51 75 79 51 71 89 45 97
split_gain=28.2111 26.3181 29.3046 41.1078 40.0509 24.7162 25.4802 19.8024 27.7139 33.0325 25.5456 19.6673 21.7151 15.3657
threshold=0.2163230462003706 2.6672601532339946 10.820176959100968 0.0030888727623627293 1.3704673392209947 2214.5000000000005 0.0008301862162990285 5.584290596955479 1.0204478993500909 0.00055745188559001987 33.790370430746414 0.63341754561133423 55.982806624378007 3.4304073442663459
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 8 10 -10 -1 13 -13 -9
right_child=1 2 4 -5 -6 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=-0.063551236857953039 0.026582289783873572 0.029023557181374574 0.039021355010741797 0.0035170703859756327 -0.050479312789943366 -0.077343841401045693 -0.010361316648666087 -0.037268092549170836 0.15121573464100205 -0.05454012091160837 0.1100022342203457 0.02981593380930414 -0.02192410954662883 0.064482162739619348
leaf_weight=185.97344006504864 209.19071369338781 679.39693885110319 66.534179136157036 9031.0294492624234 201.18272601999342 50.3624401781708 1735.8015061568003 19.735917801968753 15.234675444662573 15.994034988339989 8.8863004539161903 96.57978679286316 506.62898740172386 59.848491176962852
leaf_count=1522 1062 4103 396 49502 855 450 18461 151 58 248 44 466 2808 427
internal_value=0 0.00230528 0.00440182 0.00530165 -0.0282362 -0.00817882 -0.0063879 -0.0159691 -0.0416205 0.0458362 -0.0556366 -0.00747537 -0.01364 0.0392494
internal_weight=0 11973.5 9978.14 9710.43 267.717 1995.35 1944.99 908.882 226.088 31.2287 194.86 682.793 603.209 79.5844
internal_count=80553 74829 54856 53605 1251 19973 19523 5724 1872 306 1566 3852 3274 578
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=13
num_cat=0
split_feature=73 77 78 78 95 62 16 79 95 46 43 5
split_gain=50.9983 47.9722 45.9347 55.8292 40.141 37.6819 31.6018 12.0059 9.18501 12.0913 2.23937 1.79743
threshold=5.0409489433265353 965.38888888888903 1.0245596950708034 1.0172215134460987 0.0062398876494153205 0.0056956083320903539 0.21663839401843965 1.0245661683921907 0.013689722291425977 0.015328581523848703 0.016547065401555022 0.75352633968013427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 -4 -6 8 9 -2 -10 -3
right_child=7 4 5 -5 6 -7 -8 -9 10 -11 -12 -13
leaf_value=0.0076136121390832914 0.013149644278369061 0.00045278321747359014 -0.29411358860908815 -0.011227948564218777 -0.073620711565792293 0.048570666766630022 -0.016676198614379089 0.10705865889019779 0.05215658875827428 -0.068397499231594328 -0.08195489027772096 0.077921174060948159
leaf_weight=4458.0642345458618 32.258830482140183 3.3053270895034066 3.2502641826868048 2429.7587739401497 168.73236135550542 251.60004555911291 230.70635679143015 4.4666498897131524 1.2623406919883553 41.669591162004508 91.009376671980135 31.904530933126807
leaf_count=35351 209 21 13 25852 3635 1568 5997 31 57 1177 6423 219
internal_value=0 0.000546794 0.00250959 0.000967035 -0.0317083 0.0442002 -0.0407309 -0.0547297 -0.0590777 -0.0328142 -0.0801202 0.0706488
internal_weight=0 7577.32 7142.67 6887.82 434.649 254.85 399.439 170.667 166.2 73.9284 92.2717 35.2099
internal_count=80553 72656 62784 61203 9872 1581 9632 7897 7866 1386 6480 240
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=15
num_cat=0
split_feature=34 73 33 49 103 82 11 23 97 108 35 35 49 88
split_gain=30.2539 40.5903 72.8618 37.289 39.8157 33.551 28.8385 24.9761 26.1335 25.4925 36.3215 22.2048 21.83 12.8233
threshold=37.378748783688827 0.79572776212595586 8.5562254737507413 0.091525775391752814 0.59646475326669413 0.28603165837997518 3.8351111873750754 51.661424045692904 2.0181898858041776 5.2957289106365062 30.293449495087525 30.946127547830915 0.12091412758197299 0.03472966091175534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 5 -5 -3 -2 8 12 10 -9 -11 -1 -4
right_child=1 3 13 4 -6 -7 -8 9 -10 11 -12 -13 -14 -15
leaf_value=0.030683136530818923 -0.0019560115321143332 -0.063090253162987525 0.13179028138488119 0.019353219964084348 -0.0052939565680777617 0.022924998913133467 0.075182496616216496 0.08498537173289808 -0.048645121451775977 -0.069627499033959137 0.021247130633285254 0.0074134334030172364 -0.013925286607729221 -0.04929802472399436
leaf_weight=183.44977108947933 194.15867498842999 164.45161849469878 3.9409449780359855 967.65405762940645 2031.2362104480271 62.61320256954059 64.587338512763381 104.46458916226402 118.81010840297677 40.610206021927297 620.19882615376264 474.93796451867092 272.89510188740678 504.12791290972382
leaf_count=3366 2078 1790 52 9437 33324 786 769 714 1020 349 5372 4175 3108 14213
internal_value=0 -0.00521518 -0.0258955 -0.000299428 0.00265897 -0.0393715 0.0172991 0.0103549 -0.00686921 0.0183426 0.0304354 0.00134485 0.00400721 -0.0478934
internal_weight=0 3992.77 766.815 3225.96 2998.89 227.065 258.746 1815.37 575.155 1240.21 724.663 515.548 456.345 508.069
internal_count=80553 62449 17112 45337 42761 2576 2847 18104 7494 10610 6086 4524 6474 14265
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=15
num_cat=0
split_feature=80 30 105 95 30 48 24 99 85 10 79 47 87 110
split_gain=29.5487 49.7701 45.3952 32.3591 39.7159 38.6117 24.5195 17.7474 12.908 29.0196 12.3177 8.78356 7.5146 16.9649
threshold=0.05510313329440876 4.4923024105649771 8.90659595060567 0.083499344310812559 30.453060287782758 0.3157467779267627 1.0043795863208496 0.035538166773387316 0.27282274768841058 1.6535361383389031 1.0210771849264304 0.34454474043759903 15.003963125376307 0.40770267073573069
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -5 -2 8 9 -1 -4 -10 -9 -14
right_child=1 3 10 5 -6 -7 -8 12 11 -11 -12 -13 13 -15
leaf_value=1.188957258337066 0.19194612678007875 -0.013972723572313304 0.069335704196539685 0.037150055318010952 0.0049663820052870313 -0.019382501921723517 -0.00073833899966711911 -0.083283340125948471 -0.045694047802317214 0.1014322723129624 -0.08167549484109704 0.13098099357146434 0.081575671856105786 -0.069442154921210128
leaf_weight=0.3162294221110632 6.7685159510001531 2548.9295127921505 206.0026875580661 390.06506071984768 1957.6444522249512 175.02629247959703 271.98333209683187 69.173601804301143 7.0315687484107894 1.0949410875327883 5.5469094049185506 4.6914533972740173 10.300158192403613 26.776103703770787
leaf_count=23 76 44188 1365 3088 22576 1514 4418 2229 233 52 148 8 64 571
internal_value=0 2.41072e-05 0.0304479 -0.00291711 -0.00574562 0.0196402 0.00394033 -0.0502573 0.0594049 0.345136 0.0653761 0.0250098 -0.0638133 -0.0274879
internal_weight=0 5561.97 490.301 5071.67 4506.57 565.091 278.752 119.384 13.1342 1.41117 211.55 11.723 106.25 37.0763
internal_count=80553 77373 6007 71366 66764 4602 4494 3180 316 75 1513 241 2864 635
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=15
num_cat=0
split_feature=83 91 44 71 13 97 23 97 100 74 105 0 4 90
split_gain=24.7109 25.4841 38.9057 43.7167 36.0297 47.9278 44.0316 10.6148 2.23359 4.60744 3.08512 0.431011 0.428956 0.371516
threshold=13.359316733472427 0.15903453969727532 4.3072561865792407 19.416703579613785 0.47759384597528243 4.267832408242449 1034.6149854796888 8.480453123270193 1.0127032161866749 2.5265576923700164 36.878331167813435 7.8409561448917886 1.3663103210833019 -0.47098699688453799
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 11 -10 -11 13 -13 -2
right_child=8 2 3 -5 5 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.011479583512190977 -0.036049782307462863 -0.036810984263528405 0.022481904099252315 0.0004915325912549103 -0.0030054387284836389 0.020003920844228675 0.013317311255386315 -0.22053550756457502 0.12750384610414392 0.16747189514250957 -0.063704211258636456 -0.12795780372149024 -0.089380317384688837 -0.084998297059574471
leaf_weight=4214.5131794444751 1.8572063329629589 154.95572094526142 1607.3106479346752 2066.108176979702 2439.1500579789281 1439.5448512621224 862.67102767340839 3.2098187990486613 1.401758706197145 0.59047165466472762 25.840617177076638 4.6481230407953245 7.5872471556067467 9.392333918251099
leaf_count=26234 13 1601 10043 10936 14698 9099 6666 12 10 11 1076 9 54 91
internal_value=0 0.00119746 0.00802253 0.0101135 -0.00172251 0.00553429 -0.00726631 -0.0405395 -0.0683338 -0.0491699 -0.0585397 -0.0910456 -0.104036 -0.0769173
internal_weight=0 12787.5 3831.58 3673.42 8955.88 3878.69 5077.18 158.166 51.3178 27.8328 26.4311 23.4849 12.2354 11.2495
internal_count=80553 79289 22592 20979 56697 23797 32900 1613 1264 1097 1087 167 63 104
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=15
num_cat=0
split_feature=23 12 77 80 93 78 70 35 78 54 99 17 77 77
split_gain=47.255 40.6556 39.9826 34.0789 32.7344 23.1172 20.5246 10.3927 6.09182 11.5162 7.59534 5.3524 2.34996 0.00115274
threshold=99.273147499355829 0.18271211520020203 1885.8333333333335 0.28378978948070827 1.0678317507154109 1.0246204784477202 31.110147371538353 1573.5521889640288 1.015467060283223 0.23762847950828045 1.7092734078224618 0.19235442324080318 277.16666666666669 298.83333333333343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 4 6 -3 -4 -2 -5 9 10 -1 -11 -10 -14
right_child=1 2 5 7 -6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.079165500073644271 -0.039251491099570178 0.0035370946850759328 -0.097188379157171739 -0.09343402626181993 -0.060084970312963372 -0.0065353888119476901 0.041041249239626931 0.015416459442757702 0.093062443531182718 0.090089963859377897 0.019436119392211876 -0.041934430511363377 -0.078798923161896031 -0.075549208605343574
leaf_weight=34.675052614300512 78.349352046556305 7141.5968160620541 63.281108365161344 93.872671439661644 81.796411806542892 50.641493238275871 53.626814209390432 9.6754384941887093 0.83423313498496909 9.4173882603645307 10.084296829183584 4.5564263823325737 1.1058571259491135 84.344825715874322
leaf_count=4210 683 53802 879 1924 1497 528 517 83 2 32 472 291 28 15605
internal_value=0 0.000576859 0.0018896 -0.0403192 0.00281665 -0.0568908 -0.00662557 -0.0832631 -0.0570509 -0.0322088 -0.0569505 0.0470409 -0.0739607 -0.0755913
internal_weight=0 7572.84 7337.32 235.524 7223.39 113.923 131.976 103.548 145.018 58.7332 44.7593 13.9738 86.2849 85.4507
internal_count=80553 59913 56706 3207 55299 1407 1200 2007 20640 5005 4682 323 15635 15633
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=15
num_cat=0
split_feature=12 84 92 79 97 13 79 61 70 105 18 103 2 77
split_gain=35.3916 34.4362 37.3873 35.7248 29.6164 26.6097 26.5323 22.074 19.8757 23.4389 17.3731 15.5743 18.1338 16.7919
threshold=0.28604115088395871 0.19540194943864134 0.19134936047197579 1.0197414187957052 3.5268452504081593 0.36111115238836183 1.0153387253814172 0.032284213025946674 33.45522824049629 15.121286097394957 1.6324903129234383 0.58418045653674866 44599.579804478184 221.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 4 -3 -4 -2 8 9 -1 -5 13 -13 -9
right_child=1 3 5 10 -6 -7 -8 11 -10 -11 -12 12 -14 -15
leaf_value=0.014882231626939449 0.051835568231978595 -0.0059835608807760074 0.008382034907742265 0.021096310560902484 0.045997892352631062 -0.021396741146037512 -0.00049033178820577766 0.3272382212888798 -0.071934823255404443 0.054531896449359456 0.07683805505927499 -0.025763213850372464 0.13702817323918032 0.025357856528743936
leaf_weight=364.50637129694223 134.01787651132327 1442.0486850386951 356.96440971747506 503.60963615076616 118.62261183653027 1882.7933936133049 349.91650070727337 1.8893432309851039 19.308185068890452 252.28519243141636 62.896418472519144 197.07549337419914 7.0888223694637409 74.470038442406803
leaf_count=3950 1882 13770 6163 4927 1708 30310 4973 16 1940 3977 618 5169 216 934
internal_value=0 -0.00375877 -0.0112047 0.00577523 -0.00203258 -0.0166507 0.0140005 0.0176671 0.0279725 0.0311001 0.027285 -0.00570099 -0.0201109 0.0328272
internal_weight=0 4850.87 2723.69 2127.18 1560.67 2239.76 483.934 916.623 636.1 616.792 566.506 280.524 204.164 76.3594
internal_count=80553 64351 43328 21023 15478 36473 6855 16202 9867 7927 5545 6335 5385 950
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=15
num_cat=0
split_feature=13 14 13 75 41 105 47 12 69 33 97 74 10 103
split_gain=35.8529 39.5503 36.3014 26.7435 67.6772 39.3812 26.2607 51.8379 16.2359 12.9973 8.80723 10.0978 7.3311 6.47429
threshold=0.25484784401316535 0.14280852107962547 1.2792698388302031 0.83235417890254393 0.078226485121570058 10.178234391531737 0.017534951198867835 0.28053489785993657 0.51858795163771199 27.166528462008504 1.2572170003105674 1.8921318267450322 6.3929584359242009 7.1291903986722547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 -5 7 -3 12 -8 11 -4 -1 -12
right_child=2 6 10 5 -6 -7 9 -9 -10 -11 13 -13 -14 -15
leaf_value=-0.070481438324277501 -0.034255401899004223 0.12395616400049295 -0.18956106402562009 -0.04337597259993322 0.042784037897992559 -0.0037999073729797143 0.087762654904931001 0.70926093510624177 0.083207072262250145 0.018967406932830045 0.069970046660056018 0.081004415756004644 0.30723936520685613 0.010807991631666757
leaf_weight=36.062811550684273 168.54140649456531 8.9946415785234404 3.1346509903669348 266.06468515587039 352.5566864204593 4572.2737284844043 66.4135885941796 1.819195627234875 9.247578037902711 46.823956466279924 91.141334071755409 2.4633593601174653 0.52126669883727927 23.207078777253628
leaf_count=1617 4161 181 17 10883 3631 56796 1547 36 85 649 575 62 19 294
internal_value=0 0.044206 -0.00244031 -0.00365798 0.0178668 -0.00597623 0.0735339 0.222421 -0.0351753 0.0593157 0.0519675 -0.0705009 -0.0650995 0.0579631
internal_weight=0 169.883 5479.38 5359.44 521.098 4838.34 124.051 10.8138 45.8317 113.238 119.946 5.59801 36.5841 114.348
internal_count=80553 4134 76419 75471 7792 67679 2413 217 1721 2196 948 79 1636 869
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=15
num_cat=0
split_feature=23 62 73 23 7 97 103 67 30 30 77 106 76 55
split_gain=22.9718 36.6988 45.2578 34.8562 55.5928 49.4635 29.5927 29.485 25.6243 50.9054 45.7195 16.8177 34.3323 6.59317
threshold=2414.0013245730347 0.049091021541456274 3.4382583879321515 1111.2196128664332 3.8663212426762352 7.4301673217333457 1.8014365084472568 0.027852114107353828 14.525691009727433 7.0197299709370737 1455.0555555555559 20.06913618808861 116.50000000000001 0.18086375895233661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 6 8 5 -5 -3 -6 9 -1 -10 -2 -13 -4
right_child=1 2 13 4 7 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=-0.008538655125694147 -0.051633689177383417 0.20455665080954044 0.0068677968376981736 0.042932203338052935 -0.040390016563196088 -0.023090395766033885 0.031579513758768378 0.053149807176238899 -0.0054829406307506214 0.014021047308327414 0.034481019999429471 -0.078558517392838922 0.54377333676893791 -0.072902144413677275
leaf_weight=1558.4114092225209 214.82175484485924 17.383178498595953 17.218342715874314 661.94763718079776 191.64996902877465 136.9518495388329 22.944810735061765 40.887719231192023 6809.9791349598672 2792.5312264696695 298.8240004288964 2.2898242287337776 1.4464087225496767 26.017946961335838
leaf_count=16593 2643 87 103 4465 1264 667 119 261 33013 19545 1579 25 21 168
internal_value=0 -0.0264247 0.0299401 0.00148117 0.0190889 0.0316142 0.10614 -0.0239427 -0.000103622 0.00594066 -0.00380302 -0.0479754 0.162365 -0.0411347
internal_weight=0 302.122 83.5643 12491.2 1031.44 798.899 40.328 232.538 11459.7 4350.94 7108.8 218.558 3.73623 43.2363
internal_count=80553 3166 477 77387 6657 5132 206 1525 70730 36138 34592 2689 46 271
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=15
num_cat=0
split_feature=97 71 30 83 21 64 41 16 72 108 48 33 53 4
split_gain=45.2241 72.5583 45.8147 41.5904 41.3248 38.5411 53.6936 110.615 34.3222 27.3725 24.4924 21.1141 20.8598 18.4777
threshold=2.9457471776064046 22.821493203866421 74.908141990574364 0.12964429956822662 26.363344707897731 0.48841074320129191 3.1779614648869665 3.1562222340012993 4.5410812132014531 0.9532271872094219 0.080854705099941679 44.126408594594807 0.0033830386281417202 1.5100570216797775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 -3 6 8 -8 -2 -1 13 -4 -5 -7
right_child=5 2 11 12 -6 10 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.079805815289570106 0.0054156001123663571 -0.11615023890305941 -0.076180345002259009 0.052337701727642509 0.030535178888053023 0.22432239859928946 0.42401361649032188 -0.093854884833540805 -0.022855049225774846 0.057558413401736688 -0.065256760736548666 0.0088540852580505508 -0.058979467802068301 -0.080750792401356963
leaf_weight=19.260570404585451 5985.7303877405357 20.195830598531757 80.800392639619531 17.460362607613206 391.85865011834539 5.3345253746956569 8.8831169062759745 7.6994898789562276 462.63176101993304 58.774252133211121 113.16311490815133 45.724030481826048 469.23692006448982 3.1622831095010042
leaf_count=2458 38780 1019 4021 136 2768 24 44 76 3840 795 1871 808 23854 59
internal_value=0 -0.0190758 0.00718403 -0.0441194 0.0233458 0.00280014 0.0038495 0.183561 0.00338735 0.0236541 -0.0529621 -0.0454502 -0.0549859 0.110782
internal_weight=0 1103.31 538.579 564.732 412.054 6586.6 6464.94 16.5826 6448.36 78.0348 121.66 126.524 486.697 8.49681
internal_count=80553 35859 8616 27243 3787 44694 42740 120 42620 3253 1954 4829 23990 83
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=15
num_cat=0
split_feature=91 69 97 59 13 49 38 97 21 13 37 11 84 11
split_gain=31.7 48.2735 59.4099 52.2315 47.3579 33.4239 27.0109 25.7662 24.769 25.3313 22.1758 19.7818 11.8266 11.2144
threshold=-0.061478996518331448 0.20523004132863212 2.289216839774848 0.046045686404614046 0.32974304497674645 0.48827753649931921 3.2172887161622419 5.7616136923857129 199.4443054174553 0.94253634981726808 252.92477106316542 1.558907930046312 0.27910090911298008 1.7321955050358213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 5 4 -2 -3 -4 -5 9 11 -10 -1 -11 -12
right_child=1 2 6 7 -6 -7 -8 -9 10 12 13 -13 -14 -15
leaf_value=-0.014182848784696417 0.034211196315449312 0.0074815457590492645 0.025766133004418951 0.061098738000068736 -0.0055864491957927451 -0.050418829521126987 -0.046722186751638091 -0.057595488603558245 -0.43282428800790762 -0.091649671130978397 0.10209291219084891 0.023773570238233864 0.042665337678635229 -0.076781751424399358
leaf_weight=158.77184413722716 340.8381356424652 699.16624513803981 56.003204570617527 197.87847695290111 2436.1135960929096 116.28117809991818 626.03983016434358 20.151591606263537 1.6218430097214867 30.846173109486699 4.0298116323538151 1015.6910116067156 8.3247830928303284 26.907977607799694
leaf_count=2189 7027 6131 548 1873 34305 4448 9870 1054 27 437 97 11436 195 916
internal_value=0 -0.00433128 -0.018991 0.0029986 -0.000701757 -0.000774932 -0.0407701 0.0501283 0.0136947 0.0160039 -0.072378 0.0186424 -0.0631045 -0.0534824
internal_weight=0 4492.47 1497.49 2994.98 2776.95 815.447 682.043 218.03 1246.19 1213.63 32.5596 1174.46 39.171 30.9378
internal_count=80553 65256 20997 44259 41332 10579 10418 2927 15297 14257 1040 13625 632 1013
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=15
num_cat=0
split_feature=13 11 11 76 97 100 33 79 13 30 90 49 92 95
split_gain=31.7788 33.3954 31.8725 28.5493 27.5411 96.8406 29.1417 30.6486 21.2731 17.5002 16.2276 14.3436 14.4096 9.49654
threshold=0.28448230172350891 6.5147762133103919 1.1959337627546798 2734.5000000000005 9.3639151894237678 0.55728647521420938 24.547872675730961 1.0245276009113633 0.30101942158674849 85.884435568020706 -0.34752066525101094 0.23034186428059664 0.24474982371751933 0.0034433309707789252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 6 -6 7 -1 -2 -8 -7 12 -3 -13
right_child=1 11 3 -5 5 10 9 -9 -10 -11 -12 13 -14 -15
leaf_value=0.055706792469581705 0.40599343710354008 -0.067351685933095887 -0.0067815676137645779 0.040442227522176272 1.331019942416436 0.60692320990619686 -0.025652960872783927 0.46983298028814868 0.03173150604166481 0.034959378039143695 0.054214841666134911 -0.078971672880712565 0.080113423331804753 0.090865104622984486
leaf_weight=127.37913499469869 1.5300260661169875 15.570603231666611 4846.149632243556 131.4924496775493 0.70900281704962154 0.58161985501646984 111.43934052390978 1.8125113155692805 205.66065520094708 83.196665334980935 6.1285467226989567 3.4764113537967196 11.535434464924036 62.172711258754134
leaf_count=3006 41 435 69017 883 7 7 2778 49 2672 1034 115 37 113 359
internal_value=0 -0.0028705 -0.00393446 -0.00553407 0.0290604 0.21956 0.0246959 0.0615168 0.0344953 0.000255629 0.102122 0.0566031 -0.00459541 0.0818715
internal_weight=0 5277.59 5184.83 4977.64 331.247 7.41917 323.828 129.192 207.191 194.636 6.71017 92.7552 27.106 65.6491
internal_count=80553 73557 72613 69900 6996 129 6867 3055 2713 3812 122 944 548 396
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=14
num_cat=0
split_feature=93 83 103 89 111 37 16 78 75 42 78 38 26
split_gain=22.6364 22.322 24.7476 78.7043 53.9181 16.4045 17.1343 21.2875 18.3799 13.4058 2.92056 4.26459 1.57048
threshold=0.20298034673868084 13.359316733472427 1.0860723884442234 0.74161968723498772 4.1704759526555355 17.888871536982162 0.20746542394350229 1.0135501600598524 5.584290596955479 0.13265952889209973 1.0143870922222833 3.1522887128035344 330.83875467029634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 9 7 -7 -8 -1 11 -3 -12
right_child=1 10 3 -5 -6 6 8 -9 -10 -11 12 -13 -14
leaf_value=0.25400429893514509 0.00095392053608699579 0.22659851453418797 0.035619704405133949 0.0021230504132053163 -0.028409490288265168 0.13493215612718343 -0.07584338056437423 -0.0032261830360929751 -0.020960330231722057 -0.041108996720004815 0.03370424069932005 -0.036298126994738236 -0.083289025359628011
leaf_weight=4.0108922719955435 4840.9374157157727 0.65870541706681152 800.05623184517026 5691.1796342618763 718.11289319442585 11.802111908793448 73.215837345924228 202.60668419674039 366.29360500047915 2.4979046587832272 1.1850604822393496 9.7528409908991289 36.094260066864081
leaf_count=27 35874 27 4573 29148 5247 98 821 1294 2179 33 55 190 987
internal_value=0 0.00178757 0.0020578 0.00625157 -0.00283922 -0.0172247 -0.018797 0.00437873 -0.030103 0.140748 -0.066492 -0.0196655 -0.07957
internal_weight=0 12098 12050.3 6491.24 5559.05 660.427 653.918 214.409 439.509 6.5088 47.6909 10.4115 37.2793
internal_count=80553 76101 74842 33721 41121 4452 4392 1392 3000 60 1259 217 1042
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=15
num_cat=0
split_feature=8 13 55 97 11 64 55 17 89 111 77 34 29 92
split_gain=39.591 40.1249 36.2205 33.1119 32.122 31.7996 28.638 27.4231 24.3912 19.5554 14.8839 13.1529 8.8575 4.7182
threshold=3.8849869433659658 0.37679946044125695 0.43293580392630682 1.7810884209637539 1.5825551966400568 0.38415803148917421 0.1028867339035833 0.34046627850639949 0.65592663929813633 3.0665830860509105 487.0555555555556 87.178026066376717 1183.8685173245592 2.7895366183838699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 13 -5 9 10 -6 -1 -4 -9 -8 -3
right_child=2 4 7 5 8 -7 12 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.083916687302845544 -0.10021654676645697 -0.071474435204160108 0.05325013622159154 0.0029933875625316035 -0.018872052863336507 -0.045595558479141554 -0.075312622842489269 -0.1282036971651993 0.021903179081692061 0.00029760037233347641 -0.092304740093687498 0.086362938360792993 0.093095291003075342 0.17231651187097274
leaf_weight=34.306305370177142 31.873555122525431 68.039458000508603 12.16424030903727 6324.6726256348775 266.94466200424358 137.62422899203375 184.70956340094563 2.9440727930632411 325.69396634725854 140.50358370883623 16.629306837799959 96.495705416542478 3.1768161851214236 0.80322608986170863
leaf_count=3007 1055 5998 47 42934 10968 2373 5007 274 6272 1112 381 800 139 186
internal_value=0 -0.0186306 0.00249636 0.00145714 -0.00397401 0.00195861 -0.045361 0.055126 0.00353662 -0.0162294 -0.030813 0.0800104 -0.0724652 -0.06863
internal_weight=0 1024.18 6622.4 6494.17 661.481 6462.3 362.696 128.233 592.639 174.81 28.7935 99.4398 187.886 68.8427
internal_count=80553 32689 47864 46362 23424 45307 9265 1502 17240 4119 428 1074 5146 6184
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=15
num_cat=0
split_feature=95 73 91 18 30 51 18 33 95 47 67 26 67 18
split_gain=39.6621 51.0072 38.7877 37.477 55.7429 32.9404 54.0538 32.8546 31.2445 26.5417 26.5764 19.2881 16.3007 10.2518
threshold=0.023984670976590895 1.1830035405705035 0.085199739850203016 0.16765616842099648 13.509611432033219 0.00070922522017675493 0.052903404492489987 10.604255669489083 0.13155153766276242 0.0062613258670434352 0.01897927482671246 2587.7563954948405 0.015046271632714436 0.21958258419709334
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -3 6 -2 -1 -7 13 -11 -9 -5 -4
right_child=2 3 9 12 -6 8 -8 11 -10 10 -12 -13 -14 -15
leaf_value=0.046954255089519677 0.44967381319579264 -0.015660759302022396 -0.025761312063148845 0.019086414708905663 0.058267224516840035 0.017963727935171737 -0.046862578578994167 -0.053577799644817681 -0.049617527910845088 0.016818248307546087 -0.011554941765069174 0.15089969305368703 -0.022601910003038701 -0.1021589523500355
leaf_weight=37.263486969517544 2.2336180191487065 202.7310402772855 32.870976666919887 110.49813871306833 205.25832776213065 2173.639620520873 118.8740768735297 397.05532956100069 70.633311098907143 449.9467577629257 1239.6776974851964 4.6673961377236983 620.47307073976845 37.721167243784294
leaf_count=410 35 2642 1006 2960 3811 22646 3180 15471 1229 5335 12443 49 8929 407
internal_value=0 -0.01391 0.00473101 -0.00274808 0.0215322 0.0130954 -0.0377048 -0.0428701 0.0158368 -0.00650911 -0.00399917 -0.0512021 -0.0163 -0.0665847
internal_weight=0 1577.95 4125.6 1138.96 407.989 2365.38 121.108 438.986 2244.27 1760.22 1689.62 401.723 730.971 70.5921
internal_count=80553 34272 46281 18342 6453 27090 3215 15930 23875 19191 17778 15520 11889 1413
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=15
num_cat=0
split_feature=85 108 19 75 1 33 11 47 55 61 11 76 30 49
split_gain=29.0515 44.9587 35.451 31.7717 31.1611 30.8114 30.6048 36.4917 119.365 32.4195 29.0313 28.5938 38.0034 30.0175
threshold=0.07505273846380621 28.721910281655589 0.47993159152141646 6.9757770448353291 20.526396951949465 21.930086951862659 3.2386786691265401 0.0035682778614532758 0.0256936845564496 0.3187358561623444 1.9783140021349188 2214.5000000000005 27.700849372416922 0.24485970097646778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4 11 8 -8 -9 -6 12 -2 -13
right_child=6 2 5 -5 10 -7 7 9 -10 -11 -12 13 -14 -15
leaf_value=-0.060547585757834768 -0.009911889141360937 0.59364207032826433 0.053563361372712143 0.071817382458154208 0.1738718626955521 -0.05504558830869638 0.0015707322481118614 0.02861968468373971 1.6679661928319758 -0.026205291615431992 -0.016081406457613863 -0.067166941906716918 0.010991966248778275 0.056956351906024383
leaf_weight=256.96873990620952 2764.1857994731981 1.1888772659003723 43.136281664483249 62.79118793644011 8.3871127711608988 66.21682891016826 1.7167435130104416 616.75914933416061 0.57343483110889781 130.71662107016891 197.75316869840026 22.659941057208925 1268.9528104164638 138.99328638613224
leaf_count=6891 42297 24 679 1085 203 480 48 8053 33 766 8109 606 10657 622
internal_value=0 -0.0210543 0.0223895 0.0815139 -0.0373145 -0.0122029 0.00164417 0.0202532 0.418817 0.019032 -0.00835289 -0.00168196 -0.00333488 0.0395572
internal_weight=0 636.442 173.333 63.9801 463.109 109.353 4944.56 749.766 2.29018 747.476 206.14 4194.79 4033.14 161.653
internal_count=80553 17471 2268 1109 15203 1159 63082 8900 81 8819 8312 54182 52954 1228
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=12
num_cat=0
split_feature=51 97 1 79 103 79 83 79 49 97 17
split_gain=23.2701 23.9697 22.9734 59.5171 76.2577 55.665 50.1901 49.1439 46.5914 22.2062 2.94952
threshold=5.809377640749304e-05 2.4902496519718471 15.27286943210602 1.014356496502395 2.1395885888700836 1.0143197865328879 0.24207988331054839 1.0168484636594763 0.088729498820742964 8.480453123270193 0.41882935482278422
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -2 -5 -7 10 -3
right_child=2 9 3 7 -6 8 -8 -9 -10 -11 -12
leaf_value=0.15866279021563537 0.029655804447526746 -0.066487247407689937 0.056363331078778334 -0.013307437461200972 -0.0034085364849924926 0.031329129392594399 -0.042628884219026192 0.010998370933747963 -0.0014233452188209873 0.18298695273484675 0.05178970358661731
leaf_weight=5.5130764469504348 116.83401025645435 100.09957694076002 493.85536738391966 1386.8301083482802 375.92303752712905 462.37525940081105 540.124533677008 2078.7467013089918 7160.0984435348073 3.7747153751552096 2.1537548787891856
leaf_count=34 812 1514 2788 6785 1587 5321 4600 10793 46277 30 12
internal_value=0 -0.0446325 0.00124426 0.00714167 0.0305296 -0.0018438 -0.0297737 0.00127184 0.000563403 -0.0552031 -0.063996
internal_weight=0 111.541 12614.8 4335.36 869.778 8279.43 656.959 3465.58 7622.47 106.028 102.253
internal_count=80553 1590 78963 21953 4375 57010 5412 17578 51598 1556 1526
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=15
num_cat=0
split_feature=51 69 47 75 60 18 99 79 79 110 83 99 6 6
split_gain=40.1169 45.7147 44.2118 37.6045 71.86 83.7621 68.5939 125.37 44.7795 44.3699 29.8951 22.3472 47.0886 22.6399
threshold=0.0014436666616852391 0.4790434570655932 0.23057942584867155 3.5096784521904167 0.021275941291762968 0.21958258419709334 1.225075526626108 1.0138907784307114 1.0245522871789918 5.4162125842940867 0.81572968742263507 1.1051221908478861 5.0168521816379803 0.26369057033171805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 10 4 5 -1 7 -5 -8 -6 -3 13 -13 -2
right_child=1 2 -4 6 9 -7 8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0077874948425218776 0.013455980787422368 0.062883505674045964 -0.059360035234129242 -0.091055216247177148 -0.10009373281553771 0.061023214562981168 0.0060558020159460976 -0.0090145260141647615 0.096711637044056942 0.0041922300318145101 -0.077536013688391553 0.0088915762869339523 -0.07623837933813267 -0.066399977975798372
leaf_weight=2675.8800526808482 41.354352148948237 134.11597807949875 52.692271513136802 211.08806541468948 92.357715575722978 332.25553523126291 1778.6717221941799 1584.0833380660042 56.208182863891125 73.079768120776862 17.094080783572281 217.3453595530591 92.683532234863378 250.89363863202743
leaf_count=19826 2541 1125 5597 1542 1730 3778 8860 8916 355 361 1888 5292 3445 15297
internal_value=0 -0.0214046 0.0195214 0.00218743 0.0101386 0.0136675 -0.00476389 -0.0186614 0.00883288 -0.0540268 0.0470093 -0.0352601 -0.0165581 -0.0551
internal_weight=0 806.179 203.902 6803.62 3173.57 3008.14 3630.05 1795.17 1834.88 165.437 151.21 602.277 310.029 292.248
internal_count=80553 35185 8610 45368 25695 23604 19673 10458 9215 2091 3013 26575 8737 17838
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=15
num_cat=0
split_feature=65 103 93 73 108 49 103 9 49 14 49 68 55 20
split_gain=29.4246 53.2307 57.6857 34.6403 32.4302 32.3759 32.7051 37.9033 32.2129 32.7153 28.3921 18.6407 2.63315 7.66795
threshold=0.52074679797949586 1.1643978079752084 0.21931764144284985 0.28703054426644953 3.8497249691603606 0.53458320132944082 1.6226267960849132 2.4334495528588338 0.24057503530416921 0.44883887148117924 0.13880211218940877 0.031657355299269212 0.35239310047463457 14.682410920972481
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -2 9 -3 -8 -10 13 -7
right_child=5 8 3 -5 -6 12 10 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.093300693267322321 0.13883140228567953 -0.020907349799300562 -0.042020140169933683 0.0020916229541708257 0.081360360766896636 0.45783849707683943 0.068460196749840802 0.026609691769998424 0.18960463324515875 0.039360331776732961 0.0041998654534444535 -0.057568550871924362 -0.06902904460616191 -0.077888881734207938
leaf_weight=11.630645513534544 48.184683721978217 732.21638024528511 187.53912411746569 3507.8873765293974 123.63264173245989 0.37369940569624194 79.634725787676871 80.176695748697966 3.0895163845270863 102.70389785571024 503.31995971989818 245.56635747477412 43.279901741654612 0.93724706256762147
leaf_count=71 333 18215 3698 38476 1745 15 475 558 23 883 6730 6032 3238 61
internal_value=0 -0.00333457 0.00220075 -0.000147004 0.0663421 0.0178583 0.02304 0.0687358 -0.0229032 -0.0134938 0.0129782 -0.0544975 -0.0647998 0.074826
internal_weight=0 4914.27 3830.69 3695.43 135.263 755.907 711.316 128.361 1083.58 834.92 582.955 248.656 44.5908 1.31095
internal_count=80553 69143 43990 42174 1816 11410 8096 891 25153 19098 7205 6055 3314 76
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=13
num_cat=0
split_feature=11 85 108 18 1 53 89 11 55 55 71 42
split_gain=25.3602 27.9891 37.8985 30.8049 24.222 22.7926 50.2663 23.0942 12.3665 15.4835 10.5699 7.30712
threshold=6.9991706766120361 0.07505273846380621 28.721910281655589 1.6324903129234383 20.526396951949465 0.0025306747435801164 0.61973304168314292 1.1959337627546798 0.062800699911933974 0.11032972920153047 66.37380569456819 0.053156278712664665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 -2 10 -10 -11
right_child=8 5 3 -5 -6 7 -8 -9 9 11 -12 -13
leaf_value=-0.058529869847592245 0.35558143070157988 0.46721820992109653 0.041604437925633848 -0.061915512728805834 -0.011176045675375182 0.032861635167634164 0.034527940812085205 -0.0011052264795847005 -0.056243635594557195 -0.077009965527791491 0.23032034741043728 0.089563268612842417
leaf_weight=243.16337842773646 1.3814552226103831 3.2761505590751794 129.3057794640772 36.962709141895175 194.35665620095097 209.16814817255363 14.876091216690837 4651.3954767233226 14.898295414168388 2.7857366912066928 1.4088611751794822 48.194180108606815
leaf_count=6876 39 62 1803 398 8070 2857 366 59489 257 10 4 322
internal_value=0 -0.0017394 -0.0220497 0.0185912 -0.0374942 0.000774196 0.112621 0.000356494 0.0594111 0.0533305 -0.0314859 0.0804611
internal_weight=0 5482.5 603.789 166.268 437.52 4878.72 18.1522 4860.56 68.6685 67.2871 16.3072 50.9799
internal_count=80553 79921 17147 2201 14946 62774 428 62346 632 593 261 332
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=15
num_cat=0
split_feature=93 1 55 78 49 111 69 60 49 77 23 69 97 85
split_gain=20.8725 33.5589 51.6336 53.6453 36.3382 50.8145 44.9473 31.0092 28.5278 39.8109 25.9231 20.9493 36.7401 19.1401
threshold=0.2163230462003706 16.613661101660941 0.027602488591034275 1.0140452784084637 0.32919162262674589 3.4691722543239858 0.26767757323856256 0.0023743720867508687 0.14029477374638552 234.05555555555557 1111.2196128664332 0.12349143390040605 5.0674109248000567 0.10314673973266593
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 7 -4 5 -2 -6 -3 9 10 -1 12 -10 -11
right_child=1 2 3 -5 6 -7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=0.067031303741574344 0.0033606856816759396 -0.064354493183837402 0.041348650549202157 0.0070585673188273169 0.049605631021577959 -0.014011654419945715 0.0048023895884603011 0.10395810746921574 -0.036875373977255647 -0.073070588686931878 -0.075429515817079851 -0.0093881880827520071 0.10297252610334394 0.042974707979227922
leaf_weight=45.597688993439078 3594.9453022954985 123.71877842769027 564.17672643996775 2384.7615870763548 257.44485989864916 3167.0281813810579 1719.2691216346575 12.008516851812599 31.662844995968044 181.82389341853559 17.74355585500598 540.25762320519425 46.191171821206808 15.418345148675142
leaf_count=185 28112 701 2862 12043 1166 16236 13664 45 146 1292 155 3602 207 137
internal_value=0 0.00187603 0.0108431 0.0136188 -0.00128927 -0.0047758 0.0106375 -0.049463 -0.0140987 -0.0418495 0.0271243 -0.00239956 0.0460971 -0.0639994
internal_weight=0 11823.4 3084.67 2948.94 8738.69 6761.97 1976.71 135.727 878.695 260.583 63.3412 618.112 77.854 197.242
internal_count=80553 74829 15651 14905 59178 44348 14830 746 5724 1769 340 3955 353 1429
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=15
num_cat=0
split_feature=9 75 6 73 85 79 65 21 63 79 101 110 77 45
split_gain=42.8566 50.0865 82.0233 80.9684 79.6985 74.4774 98.2691 50.0125 37.1191 37.3384 34.5531 33.2654 29.9349 29.4311
threshold=11.90965377033535 3.5096784521904167 1.6743238950043207 1.3665621297026138 0.084777829122798645 1.0232083669059382 0.020288491552800925 30.907343139511195 0.013048286240276508 1.0167299590234486 0.77720666670109773 12.094022832079359 234.05555555555557 66.795072050323157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 12 13 -11 -2 -10
right_child=8 5 3 -5 -6 7 -8 -9 10 11 -12 -13 -14 -15
leaf_value=0.019345965227776464 0.0070529822305609976 -0.1192749578059964 0.045277234581650255 -0.0055253864924700163 -0.02076549632279466 0.092359871453052911 -0.015082467170438979 0.0055370925151571292 -0.16523955109103744 -0.043240100683858106 0.047580351028686449 0.035030937311493364 0.073980203111113613 0.002246128118825515
leaf_weight=748.17700891249115 291.37607829645276 93.979753866558895 765.48915366933215 531.5779341069865 1465.8710005249595 97.725840702129062 2458.8251299352269 206.61578109906986 12.324500467278993 230.27759978873655 451.91633679636288 71.052879445254803 86.720312166959047 70.555942538194358
leaf_count=3921 1456 739 4798 6389 33680 797 23167 1360 104 1024 1943 471 363 341
internal_value=0 -0.0035124 0.00448767 0.0244568 -0.00721092 -0.0133436 -0.0189182 0.0334164 0.0169876 0.00147548 0.0366949 -0.024784 0.0224034 -0.0226594
internal_weight=0 6368.26 3511.12 1297.07 2214.05 2857.15 2552.8 304.342 1214.22 679.427 534.797 301.33 378.096 82.8804
internal_count=80553 74851 48788 11187 37601 26063 23906 2157 5702 3314 2388 1495 1819 445
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=15
num_cat=0
split_feature=60 49 97 103 111 8 49 51 14 16 49 47 97 105
split_gain=27.8789 39.1123 50.2041 36.2307 69.4367 50.5547 41.984 26.9845 26.9703 26.6566 24.7451 28.2648 19.7507 18.7388
threshold=0.054095183417229652 0.20232525939940513 2.2724158827212588 1.1643978079752084 5.3200234664603405 4.1950977104397484 0.08107112403896273 0.0037398807672116706 0.31262113533953212 0.2461124233452163 0.24270400244508489 0.010289774160433904 5.8526404165582919 51.462126518896248
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 8 4 5 -1 -6 12 -3 -4 11 -5 -2 -9
right_child=1 2 9 10 6 -7 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=0.0052945851572256536 0.062253996307767227 0.051238879803522756 -0.12954874316510487 -0.038683695871634838 -0.13547544749772877 -0.02129944233565834 0.063989209373741113 0.0042562406568022971 -0.011015181649582052 -0.021940993808474783 -0.049770565709237539 0.0010953693262417831 -0.042354506889049542 -0.17905551974054817
leaf_weight=2425.9872640229296 266.9713487836998 182.39916008571163 25.329637360293418 267.13142598851118 11.089480516500769 1013.4154323316179 217.89437600329984 81.411372007802129 112.52031057013664 252.53620791330468 222.2672598392237 539.10593907150906 19.357508792774752 5.9865507315844289
leaf_count=22315 2323 1146 301 10832 123 16171 3793 491 4926 4291 5745 6995 1064 37
internal_value=0 0.0151703 -0.00124972 -0.00364188 0.0010086 -0.00254131 0.0543293 0.0403363 0.0274872 -0.0317503 -0.0202289 -0.0120847 0.0551818 -0.00830018
internal_weight=0 946.512 572.785 4696.89 3668.39 3439.4 228.984 373.727 294.919 277.866 1028.5 806.237 286.329 87.3979
internal_count=80553 14579 10664 65974 42402 38486 3916 3915 6072 4592 23572 17827 3387 528
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=15
num_cat=0
split_feature=91 85 80 75 108 83 16 49 108 99 77 33 35 73
split_gain=29.1655 30.2566 29.834 38.2886 20.2406 28.5206 21.5736 15.5753 14.6089 15.7314 12.3944 15.3707 11.1878 8.5889
threshold=0.37188065834148915 0.068570754210776311 0.05510313329440876 0.83235417890254393 28.721910281655589 3.3164163188325193 0.12978179007825247 0.32151013227706532 35.804930652677278 1.6829621570432043 599.6111111111112 21.930086951862659 14.975592337582919 5.2474585480857767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 6 -6 -1 10 9 -9 11 -2 -12 -3
right_child=7 2 3 -5 5 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=0.029347019861118158 0.038025475196540461 -0.065122940579043526 0.030616857088662908 -0.0026394793953107244 0.034149666593040341 -0.097545146659880441 -0.050136699620873915 0.041838669907272558 0.078334057161228224 -0.020800703961818479 0.0909968158640002 -0.012259097672437123 -0.042472739506878583 0.018948684095395924
leaf_weight=38.677425554022193 139.48654679674655 90.479779028333724 378.84717194037512 4016.6809034926118 86.801768499426544 20.288058888167143 291.60078801540658 143.88021162804216 67.067904237192124 55.581632723100483 6.9150842148810616 107.74473390402272 68.415871846489608 14.036953441798685
leaf_count=2000 1671 2842 4563 53522 1326 163 9985 744 1522 315 33 993 723 151
internal_value=0 -0.00346917 -0.00102869 0.000226859 -0.0285791 0.00920022 -0.0408287 0.0200715 0.0379594 0.0243837 0.00529086 0.0161112 -0.0302208 -0.0538318
internal_weight=0 4937.41 4500.04 4395.53 437.368 107.09 330.278 589.092 266.53 199.462 322.562 247.231 75.331 104.517
internal_count=80553 74552 61078 58085 13474 1489 11985 6001 2581 1059 3420 2664 756 2993
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=12
num_cat=0
split_feature=51 58 89 105 89 15 1 97 97 3 15
split_gain=22.3201 20.2142 51.5812 70.6021 46.4434 33.0327 43.5973 19.0629 16.892 12.7128 2.4294
threshold=5.809377640749304e-05 0.026783093214415798 0.48372894637920832 12.260488122193655 0.69486307130152036 0.38624683742643712 4.1054586140312699 2.4902496519718471 8.480453123270193 713.68124689072022 0.51872945259178127
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 -1 10 -7 -9
right_child=1 2 4 -5 -6 9 -8 8 -10 -11 -12
leaf_value=0.12591561505597212 0.060607895120241312 0.0033853541036999754 0.016831027517517624 -0.041709291525365955 -0.0024327828505667625 -0.052340650361971212 0.0064940665816446141 -0.065880492780080499 0.13153958720128878 0.1469546954129865 0.035038016521867534
leaf_weight=6.2053922265768042 155.35205151885748 692.20698357070796 1602.8940135347657 696.56765474984422 5709.3041602065787 108.3510667826049 3574.9742215522565 95.898634299635887 4.6569995805621138 3.2981329457834354 2.446221273392438
leaf_count=34 2848 7507 10030 5026 30472 1718 21314 1512 30 48 14
internal_value=0 0.00110214 -0.00156547 -0.0192328 0.00179 0.00714351 0.00874767 -0.0443029 -0.0545578 -0.0464534 -0.0633703
internal_weight=0 12542.9 8700.97 1388.77 7312.2 3841.98 3730.33 109.207 103.002 111.649 98.3449
internal_count=80553 78963 53035 12533 40502 25928 24162 1590 1556 1766 1526
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=15
num_cat=0
split_feature=73 73 85 35 93 82 97 85 95 78 57 31 78 65
split_gain=40.5416 36.3319 33.4996 37.445 32.0484 48.0905 41.6752 26.3637 11.0298 13.2333 22.2051 10.705 9.19612 3.04029
threshold=5.0409489433265353 0.39107058365266389 0.11588141542016618 404.18651775265386 0.42603679231533192 0.16398810198688843 3.1355614040840143 0.073041199181359207 0.013689722291425977 1.0224836464740987 0.0050336217699708382 153.49701021639137 1.0247672718289789 0.011485016047872108
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 6 -6 -3 -1 9 10 -2 -11 13 -10
right_child=8 4 3 -5 5 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=0.011148575337836034 0.050633790972579043 -0.030763390507063493 -0.015835657728530902 -0.28384379823978473 -0.010390073631524874 0.016370327406880571 -0.0029465309737323718 0.048988894386045534 0.067130929366997369 -0.12466629860853223 -0.084064256034123153 0.10346488762815852 0.3844418733507452 -0.081825904778293407
leaf_weight=410.48033258027863 17.419177136849612 656.0380127489916 122.8286581292632 5.4441877901554099 1082.5346287863795 1768.8157726138306 3008.5771154895192 333.87507335958071 1.394595805206335 2.4938294066814697 41.150449199252762 11.74034625594504 0.43005982623435457 78.428931023518089
leaf_count=3754 114 11589 2852 41 13144 23893 15253 2130 58 21 1182 92 14 6416
internal_value=0 0.000826102 0.019988 -0.0272105 -0.00174009 0.00621056 -0.00792629 0.0281216 -0.0511705 -0.022986 -0.0440037 0.0634963 -0.0767388 -0.0792235
internal_weight=0 7388.59 872.628 128.273 6515.97 2851.35 3664.62 744.355 153.057 72.8038 58.5696 14.2342 80.2536 79.8235
internal_count=80553 72656 8777 2893 63879 37037 26842 5884 7897 1409 1296 113 6488 6474
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=15
num_cat=0
split_feature=95 73 39 19 30 13 91 51 8 11 30 64 87 69
split_gain=34.1133 44.4854 42.3617 37.1901 37.6987 34.9985 43.792 34.8468 25.9928 25.1985 22.7181 22.6673 17.8378 8.60073
threshold=0.025131449355387744 1.1278691220010992 7.0060191759007031 0.1432358048305378 12.352312731072253 0.58130283283857442 0.077757267410159495 0.00073379541782492058 2.0038178583136648 1.4204569418282871 2861.7446284269222 0.010154350561634492 5684.5159525186018 0.24605262314774193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -3 6 7 -2 -8 -7 -11 -5 -4 -1
right_child=5 3 12 11 -6 9 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.078708474542298498 -0.039653354138311926 -0.015114217211659335 -0.052401735008110101 -0.11476174777393514 0.040926015540875174 -0.061452960524704503 0.024333545904358354 0.025340541037181502 -0.010285011223957684 -0.0068442570318645972 0.3816918953361233 -0.013964367115358504 0.13863386234340128 -0.12491572223804766
leaf_weight=32.302209154237062 87.414409080985934 201.97337318072096 383.34336294967216 23.015758524183184 295.91081185685471 90.334371957578696 273.69170027016662 1465.2814792869613 1045.006469719694 972.70123785373289 1.5072346930392075 727.67703927861294 4.9509192344266912 2.2166702341055489
leaf_count=349 1906 2544 15372 200 5561 1697 3138 14792 10150 12981 32 11753 38 40
internal_value=0 -0.0124932 -0.0405284 -0.00299949 0.0181925 0.00455884 0.0103005 0.0216815 -0.00310004 -0.0109281 -0.00624314 -0.0170547 -0.0499659 0.0656325
internal_weight=0 1671.39 422.813 1248.58 497.884 3935.94 2871.39 1552.7 1318.7 1064.54 974.208 750.693 388.294 34.5189
internal_count=80553 35857 15799 20058 8105 44696 29986 16698 13288 14710 13013 11953 15410 389
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=15
num_cat=0
split_feature=78 74 79 1 77 78 77 68 58 73 81 49 8 19
split_gain=30.1523 57.7685 38.0648 66.6083 53.3192 44.7519 37.7944 34.5337 38.0957 32.0104 31.4151 29.4233 13.4691 12.6108
threshold=1.0169021068173663 10.592929636338441 1.0217204609189672 6.1727826167368027 1783.2777777777781 1.0246052848711797 1415.5555555555559 0.064254019499791579 0.034403402179093719 1.5104220908974388 0.038847715015323234 0.19938435461778733 15.275311455245774 0.14993998713896242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 6 10 -5 -4 8 -1 -9 -2 -6 13 -3
right_child=2 12 3 5 11 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0073369535343555271 -0.065952288332993589 0.24173165917168396 -0.080692996937910863 0.019322802925998226 -0.099327592851681343 -0.057832910910777607 -0.00033968173129117241 -0.043070736075579541 0.10842716951892938 -0.011757511895943373 0.0086314701088031007 0.099267918977015757 -0.042457053878769441 0.039021364503650319
leaf_weight=85.296786680584773 57.649803895968944 3.1138916728086761 185.38609353988431 429.46778816950973 8.1452241486404073 91.126420193817466 85.546908299205825 509.43975470669102 42.636025154497474 908.93896075454541 2769.5543046087259 88.710326744243503 20.72244186559692 212.67159314616583
leaf_count=3248 2295 58 2985 8301 223 2265 971 16751 376 13938 26086 411 326 2319
internal_value=0 -0.0114762 0.00434392 -0.01511 0.00961001 0.00581723 -0.0553215 -0.0185161 0.0312436 -0.0230043 0.00711063 0.0825667 0.0345513 0.0419466
internal_weight=0 1782.82 3715.59 791.527 2924.06 520.594 270.933 1546.31 127.933 1418.38 2827.2 96.8556 236.508 215.785
internal_count=80553 37016 43537 14522 29015 10566 3956 34313 3624 30689 28381 634 2703 2377
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=15
num_cat=0
split_feature=79 60 60 64 26 6 111 6 49 45 49 35 95 22
split_gain=19.7658 51.4663 49.6123 49.5593 39.121 27.9502 84.8483 45.1898 54.0907 46.9376 40.0036 30.3274 27.4249 20.9244
threshold=1.0238914613375913 1.2211009301680622 0.0059338050188927497 0.0037350735026543424 180.70647528324326 0.52332734907385448 0.54503587639174966 1.2684329998022139 0.53458320132944082 12.840006109636697 0.13880211218940877 25.266776584344637 0.0062398876494153205 71.94323014796511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 11 8 -7 -9 -8 -1 -3 -14
right_child=1 12 3 -5 -6 7 10 9 -10 -11 -12 -13 13 -15
leaf_value=-0.085934590284651405 0.017132233908649586 -0.078811939886675397 0.29576819497904311 -0.039971873844605127 -0.0497323052048265 0.020188901334657058 0.14399241602351051 -0.029504474916396073 -0.04820324866725971 0.0018598684890182517 -0.070221812393013394 0.020114431242438929 -0.089625096497861809 0.10814847420596324
leaf_weight=29.238898708019406 456.56969266245142 11.080439588055013 4.4306901246309272 571.69622186385095 108.2478829305619 2013.8239785297774 9.0355684612877649 506.94095368310809 122.68563797790557 8117.5453819431132 247.81810248689726 346.94287704955786 5.8589341649785629 61.530512098688632
leaf_count=374 3424 151 18 3036 1115 15638 628 4224 1147 44239 2422 3653 54 430
internal_value=0 -0.0113551 -0.0167429 -0.0373899 0.00431757 0.0020404 -0.0183801 0.00324167 0.0162616 1.62955e-05 -0.0626862 0.0118717 0.0669818 0.0909538
internal_weight=0 1219.41 1140.94 576.127 564.818 11394 633.035 10761 2136.51 8624.49 256.854 376.182 78.4699 67.3894
internal_count=80553 8228 7593 3054 4539 72325 7077 65248 16785 48463 3050 4027 635 484
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=15
num_cat=0
split_feature=95 109 11 21 108 71 79 85 13 79 31 79 69 60
split_gain=36.9183 94.4562 59.5778 56.3879 48.0917 68.3064 58.5255 93.8798 68.4318 38.5065 37.7805 31.0882 111.314 15.0649
threshold=0.026794373591213064 5.7200820758434574 3.4880794894488094 30.590348384904178 9.4774581499428141 22.070175664142585 1.0189626474375155 0.064640729918710574 0.41571276004143431 1.0151034768343281 66.014854434792227 1.0134697166599345 0.14521345155482226 0.00070579284492353327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 3 -3 6 10 8 -8 -1 -7 -6 12 -2 -13
right_child=1 2 -4 -5 5 9 7 -9 -10 -11 -12 13 -14 -15
leaf_value=0.0028608379373651375 -0.038922211005331664 0.035640927571646421 -0.072360181855387645 -0.067217630427324662 -0.013317560274170581 -0.017086741055782253 -0.090094177584020094 0.0052480602737154936 0.043243455501259312 0.0075761990810045941 -0.072442112940031098 0.023235405357987533 0.27976713162694739 -0.050054155665893899
leaf_weight=786.89831044012681 55.842906065983698 489.83400697875186 71.883464746904792 59.804433240497019 224.18992969812825 884.00217832811177 118.1799886401277 818.95130055065965 899.09831905795727 2230.1002461921889 208.67348613822833 29.372616407636087 13.636484624934381 621.35633353432058
leaf_count=5181 1283 4988 1808 1247 1284 4877 600 5832 5300 13786 1216 1164 251 31736
internal_value=0 -0.0153091 0.0132525 0.0244492 0.00299354 -0.0045987 0.0132597 -0.00677538 0.0243958 0.000575115 -0.0418201 -0.0399571 0.0236259 -0.046746
internal_weight=0 1341.73 621.522 549.638 6170.09 3546.97 2623.13 937.131 1686 3114.1 432.863 720.208 69.4794 650.729
internal_count=80553 42477 8043 6235 38076 21163 16913 6432 10481 18663 2500 34434 1534 32900
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=15
num_cat=0
split_feature=12 59 44 39 67 69 42 1 16 18 51 55 59 94
split_gain=27.3593 31.9964 36.8585 38.5365 29.3143 20.1582 17.984 17.4204 16.4796 35.3993 14.0113 13.1087 14.0809 11.6842
threshold=0.3232277186559826 0.046045686404614046 10.264458708926375 7.9268066590425565 0.014322505360282721 0.49080850961631955 0.094413438738229799 1.7713846319484414 0.14057332171658718 0.052903404492489987 0.00084234636027724706 0.095945516827580277 0.01795548791371656 0.14689355508666535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 7 8 -3 9 -1 -10 12 -8 -13
right_child=1 5 3 -5 -6 -7 11 -9 10 -11 -12 13 -14 -15
leaf_value=0.068571564949169647 0.047019468987023874 0.15423365535846931 -0.00061311755028932544 -0.029619170804168017 -0.00095974408311995895 -0.06095529416470933 0.0004414027598210594 0.025941844554617451 0.0067893969953024789 -0.048714042637480942 0.03258736511118035 -0.024137748470998973 0.092181452311385303 0.27063417059702893
leaf_weight=35.915081398328766 136.76219942700118 10.930277363397179 800.24625452491455 1071.0707724243402 1848.8579325536266 26.214820173685439 68.402875510510057 334.32255282078404 334.08860628574621 90.778477737214416 569.23069120547734 218.65415836783359 22.147784712957218 1.3530292680952687
leaf_count=397 1702 53 9016 22627 17866 2324 811 4106 7079 2836 5580 5942 188 26
internal_value=0 -0.00444565 -0.00714526 -0.0172151 0.00234489 0.0235844 0.0119492 0.0300034 0.018309 -0.0154659 0.0230461 -0.0091443 0.0228801 -0.0223249
internal_weight=0 4228.4 3856.94 1871.32 1985.62 371.468 1340.57 345.253 1030.01 126.694 903.319 310.558 90.5507 220.007
internal_count=80553 57694 51211 31643 19568 6483 22859 4159 15892 3233 12659 6967 999 5968
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=15
num_cat=0
split_feature=78 76 37 55 78 49 93 95 69 61 10 17 93 69
split_gain=26.2749 40.2072 30.713 29.7075 25.4626 17.7131 17.5019 75.2698 25.0997 11.1166 8.82104 9.6851 7.39776 5.53895
threshold=1.0246052848711797 2734.5000000000005 39.660463141534741 0.80164758004368741 1.0169127646592153 0.24485970097646778 0.32708106725618202 0.036097242974462797 0.3103335088206387 0.021547162772127891 1.8459815439416933 0.16192393471747826 0.18432092296084154 0.22010746348212964
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -3 7 -2 -8 -5 11 -4 -12 -7
right_child=2 5 10 9 -6 13 8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.011566320535806508 1.0637726886061543 -0.08128578053012625 -0.07667730606508269 -0.065132783597408206 0.0032985756621167327 0.19416993747110919 -0.066601863250624865 0.014105961459884334 0.12880272955890462 0.059654218033109455 0.097885930234863888 0.029067485651519682 -0.086200877139953086 0.081613529433999077
leaf_weight=1752.1634380223695 0.87261514784768479 6.6764490376226595 16.686407967936248 7.6781828552484503 3366.0886357137933 4.7052853703498831 15.145835360512139 3.1464340679813176 11.614368548616765 101.65233512828127 2.2408816516399375 18.009483952308074 84.523994252551347 61.737745341379195
leaf_count=36850 9 142 309 38 38442 8 783 62 41 1498 5 184 1833 349
internal_value=0 0.000341589 -0.0417945 -0.000688444 -0.00179022 0.0739825 0.0474303 0.242009 0.0182069 0.0508905 -0.0644049 -0.0217887 -0.0814465 0.0895844
internal_weight=0 5300.7 152.24 5227.58 5118.25 73.1195 30.7793 4.01905 26.7602 109.331 121.461 34.6959 86.7649 66.443
internal_count=80553 77327 3226 76828 75292 499 895 71 824 1536 2331 493 1838 357
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=15
num_cat=0
split_feature=23 65 73 23 7 18 57 93 44 1 83 6 91 106
split_gain=19.0086 28.6751 30.8766 27.7083 41.9715 45.8693 33.845 23.4426 53.2367 36.8145 21.0266 12.1684 9.25056 5.67428
threshold=2414.0013245730347 0.07243400048866068 3.4382583879321515 1111.2196128664332 3.8663212426762352 0.1848548388154376 0.014199876151660967 0.494282278942205 27.282658941636559 18.458237662542981 0.42888870313643773 6.9886642971790645 -0.32398133275708524 20.06913618808861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 10 7 5 -5 -6 9 -9 -1 -3 13 -4 -2
right_child=1 2 12 4 6 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0085750969062950884 -0.050569878696168739 0.26717396345516287 0.033597081738674345 0.015182410230473974 -0.037880173263289824 0.073302263701573112 0.070951533722710833 0.012540625889587279 -0.010606304886913462 0.0081139962382099553 0.054894696067148897 0.22381871581794949 -0.068227722491424683 0.069422929692125768
leaf_weight=4784.3076747702435 193.02169552538544 5.2641425468027583 12.596782722510396 645.16356484545395 189.7888438408263 171.99204077105969 33.639693483477458 3183.2948937097099 1444.5183424508432 1826.3206433281302 41.071538385935128 1.6593334283679713 30.583419595845044 4.0230847224593154
leaf_count=30280 2547 37 79 4171 1286 961 239 24457 8199 7794 221 24 217 41
internal_value=0 -0.0246783 0.0223159 0.00130242 0.0169137 0.0274153 -0.0214943 -0.000143048 0.00531558 -0.0039644 0.0790115 -0.0458491 -0.0385228 -0.04812
internal_weight=0 288.22 89.5159 12279 1040.58 817.156 223.429 11238.4 4627.81 6610.63 46.3357 198.704 43.1802 197.045
internal_count=80553 3166 554 77387 6657 5132 1525 70730 32656 38074 258 2612 296 2588
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=15
num_cat=0
split_feature=51 15 55 97 100 79 68 16 79 87 16 16 39 21
split_gain=35.173 28.5721 30.9645 40.7004 23.5851 13.5086 15.3719 10.5438 14.8195 9.33224 9.0527 2.44817 1.4349 12.1947
threshold=0.0052986136675951473 0.94903555713224408 0.43293580392630682 2.0004870151834555 0.67623941437166402 1.0161902832415313 0.38948813276167776 0.58805383388931409 1.0243422412975665 7069.7282077140044 0.70665194139139342 0.13135966410647215 35.222412404927731 42.607256292856576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 11 9 -9 -3 -8 -2 -7 -14
right_child=5 7 4 -5 -6 12 10 8 -10 -11 -12 -13 13 -15
leaf_value=-0.059049985330129486 -0.22241872702140536 -0.084137176494138849 -0.036207788150660218 0.0016842852825000238 0.0781057769104372 -0.077115795723969607 0.083717766419885778 -0.025253174907071081 0.39717095033664623 0.10457380712782793 -0.076882909422014603 -0.071996231003581365 0.29666082003125477 -0.077502925096558331
leaf_weight=112.11332293867599 1.1904797554016102 55.500694246322382 22.793157048756257 6974.3150638154766 86.705063717672601 82.279549477156252 17.454769716830928 99.303928017558064 0.83750020014122029 2.750410169363021 4.3931907576916265 11.870965413807424 0.98611313547007551 7.4657759869005531
leaf_count=9159 2 462 393 53818 592 10669 202 2802 9 8 776 924 20 717
internal_value=0 0.000614083 0.00153883 0.000723417 0.0543103 -0.0527461 0.000116395 -0.0413982 -0.0217204 -0.0752269 0.0514242 -0.0857064 -0.0730853 -0.0338479
internal_weight=0 7354.32 7195.93 7086.43 109.498 125.641 34.9094 158.393 100.141 58.2511 21.848 13.0614 90.7314 8.45189
internal_count=80553 67243 63962 62977 985 13310 1904 3281 2811 470 978 926 11406 737
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=15
num_cat=0
split_feature=95 37 39 97 37 53 11 11 111 26 95 99 99 58
split_gain=28.3712 42.0641 25.5387 30.4015 41.5269 35.3784 23.3023 23.2004 22.8108 29.7632 22.5753 20.5034 15.5236 11.9631
threshold=0.025131449355387744 40.379850786194332 7.0808832272996183 2.4902496519718471 115.25825485822406 0.011081295901710931 6.5147762133103919 2.464132905726609 10.143381786212027 191.37092366928906 0.035260992467231279 7.0996099285183201 0.90357995233529309 0.041244637427263788
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 4 -4 -5 10 -1 9 -2 -3 -10 -9 -8
right_child=1 6 3 5 -6 -7 13 12 11 -11 -12 -13 -14 -15
leaf_value=-0.1082650480875102 -0.002959220678564389 0.010244711543369582 -0.021310613540776017 -0.0092043108596932249 0.027497794558941302 -0.050570116135949653 0.041027606988723875 0.074644854320422657 -0.072221882808704008 0.081396523156698347 0.036967493306881462 0.025424541332285906 -0.038265597594135135 -0.14382717863941172
leaf_weight=9.6443449244834465 2335.012536503491 910.54945782385767 384.23317330644932 471.28831353911664 319.07225462951465 368.35086508432869 4.7585654072463539 71.134620286524296 84.486249543959275 42.589268369367346 484.26624773093499 28.845593852456659 14.691393633256665 13.246616604737936
leaf_count=120 26319 10509 4099 20240 4217 6057 29 664 942 413 5447 893 460 144
internal_value=0 0.0042802 -0.0113991 -0.0145047 0.000832552 -0.0273515 0.0180635 0.0387923 -0.00353746 -0.00144818 0.0195226 -0.0473686 0.0553172 -0.0949722
internal_weight=0 3903.75 1638.41 1542.94 703.305 839.639 1412.82 95.4704 2490.93 2377.6 1394.82 113.332 85.826 18.0052
internal_count=80553 44696 35857 34613 8316 26297 16129 1244 28567 26732 15956 1835 1124 173
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=15
num_cat=0
split_feature=33 73 8 39 69 56 77 41 14 19 64 100 103 111
split_gain=23.6844 29.9149 22.0036 25.0342 22.7631 20.633 15.8712 16.1409 22.7284 15.2255 14.5972 12.1627 11.3101 16.2186
threshold=4.4491950260761177 7.0225426993778894 3.2751579598230918 4.8788208973580378 0.72292958115210093 0.31353373827753866 1138.2777777777781 0.45838456188446514 0.14775972782790986 0.53241344361001997 0.20662548092242569 9.7330214516700035 6.1817114884312714 13.581606634876492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 10 7 8 -1 -9 -3 -7 13 -8
right_child=1 5 3 -5 -6 11 12 9 -10 -11 -12 -13 -14 -15
leaf_value=0.019982658544050638 -0.00030774728551252202 0.047072016989383791 0.033176216574782674 -0.013054420266768736 0.036625888173074314 -0.12611455945333533 -0.0091391458010377877 -0.0066705050031584424 0.17882714823673848 0.056108803004001645 0.011024996319027612 0.033913220691392132 0.087148673245164898 -0.18698083439749813
leaf_weight=17.478055366664194 1938.4847821793519 190.64162158221006 122.96324854390696 2469.667172626825 182.591776618734 14.601811107015239 14.988777188351383 70.74265943095088 18.587768564699218 85.105523794423789 273.51107879611664 7.0389000400900832 5.7335863895714274 7.7947032609954467
leaf_count=592 21225 1459 3270 47085 2779 165 242 427 367 535 2220 124 35 28
internal_value=0 -0.00224695 -0.004682 -0.0108618 0.00287167 0.0213806 0.0312196 0.0415631 0.101849 0.027612 0.0258306 -0.0740636 -0.03839 -0.0699825
internal_weight=0 5199.5 4713.71 2592.63 2121.08 485.793 220.431 191.914 36.0658 155.848 464.153 21.6407 28.5171 22.7835
internal_count=80553 78327 74359 50355 24004 3968 2226 1921 959 962 3679 289 305 270
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=15
num_cat=0
split_feature=64 49 41 79 67 64 53 49 87 99 33 33 97 21
split_gain=19.2604 48.1448 65.023 47.1379 46.9324 46.8536 45.2781 41.5076 33.8386 50.5931 38.9963 29.0859 37.2918 34.6864
threshold=0.039270066846046579 0.18558213581921748 0.24001579080991217 1.0169282757638711 0.011145257593316176 0.0067336494744365746 0.013177398537400095 0.14247715528324736 64.000938241764473 0.48794128348554328 127.43230131639127 8.3088312827990958 2.83317527668027 25.127393258916715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -5 -3 -4 11 -10 -11 12 -2 -13
right_child=8 3 7 5 -6 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.0036626052478823251 -0.027404528037323784 -0.046775736593922645 -0.01393801745171913 -0.03990486855213575 0.031661072212342614 0.0061907523017328782 -0.0010873252288587521 0.010024267529302175 -0.064466851206552031 0.0028941079388627839 0.082417814388298483 0.060963764297427107 0.040376318332559578 -0.018767393710091326
leaf_weight=1482.3334164540283 170.80409825360402 635.95787494257092 2291.1052495683543 272.40195979271084 1004.3276342726313 1157.4793913029134 329.1844603610225 1056.1139457817189 110.29764520050958 3451.4383879256202 62.785571093438193 292.21126128640026 154.67768076434731 67.091453417669982
leaf_count=8744 1505 3118 16552 2232 8443 7178 1914 5748 1207 19869 325 1929 686 1103
internal_value=0 -0.00217881 0.00272213 -0.0141167 0.0149708 -0.00259077 -0.0311926 -0.00637744 0.00607351 0.00222179 0.00431489 0.0264604 0.00480675 0.0460758
internal_weight=0 8228.9 5833.88 2395.02 2486.66 1429.88 965.142 3347.22 4309.31 3624.52 3514.22 684.784 325.482 359.303
internal_count=80553 53929 39487 14442 17187 9410 5032 22300 26624 21401 20194 5223 2191 3032
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=15
num_cat=0
split_feature=77 91 51 53 77 40 14 79 43 89 41 76 30 79
split_gain=34.6555 35.0285 31.9228 43.2775 31.6485 26.6818 33.4463 22.8391 41.8602 23.6064 18.4376 14.6472 16.2648 8.91222
threshold=955.38888888888903 0.52066727392625023 0.00028351080479023825 0.002898034658824216 1783.2777777777781 1.1486213635714522 0.28462341546121644 1.0246387631364249 0.0442328868892179 3.2670833555744556 0.6016839574972791 213.50000000000003 11.730703532912164 1.024581334582469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 -1 9 -9 -4 -7 12 -3 -13
right_child=2 11 7 4 -6 10 -8 8 -10 -11 -12 13 -14 -15
leaf_value=0.00082329882811464595 -0.10617763815626091 -0.14169450753414659 -0.072965686592033036 0.08412226006136081 -0.038946223038280894 -0.09847548018575128 0.025374788535901738 -0.099292316996020258 0.042632959021892597 0.064768147699158965 -0.018410932196379955 -0.092201413148241818 0.037815526001660757 0.079411756708303249
leaf_weight=6178.6696187514754 23.545714598149061 6.4080645926296738 194.13908937366796 65.808742508292198 30.617668129503727 39.678892996860668 609.61708455064218 31.155507306510117 62.413793892599642 13.295919237338238 104.54319745919202 64.251707240473479 23.771646083099768 3.1756753027439109
leaf_count=54110 99 47 8171 300 133 327 8571 510 739 1714 3710 1932 166 24
internal_value=0 0.00128628 -0.0282521 0.0153661 0.0450451 0.00212386 0.00302813 -0.0456371 -0.0046235 -0.0641374 -0.0404386 -0.0582024 -0.000299879 -0.0841188
internal_weight=0 7030.12 420.976 119.972 96.4264 6932.51 6788.29 301.004 93.5693 207.435 144.222 97.6071 30.1797 67.4274
internal_count=80553 68887 11666 532 433 66718 62681 11134 1249 9885 4037 2169 213 1956
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=14
num_cat=0
split_feature=47 55 60 13 73 62 78 36 76 86 7 30 61
split_gain=24.0175 27.8583 47.4027 44.2489 31.799 42.3955 26.8422 12.9415 3.95615 2.53128 0.490951 0.727163 0.346706
threshold=0.0046032835027784965 0.088103533007254778 0.0019374140565199247 0.45422392463786526 0.24563514664130984 0.011386592379389817 1.0133702044107749 8.0406534689725522 1981.5000000000002 12.276503407195625 4.3693262245492273 17.171509401593788 0.018983033070138846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 7 -6 -2 -3 9 -1 11 -10 -11
right_child=1 4 3 -5 5 -7 -8 -9 10 12 -12 -13 -14
leaf_value=0.049313886538673767 0.050781571030549304 -0.27260503769991445 0.035714989942168936 0.0015164136379561832 0.035929433523589571 -0.0076433485322362953 -0.016058603516523023 -0.06068853114480232 0.08972563055681633 -0.079121280687320189 0.093008608242742402 -0.076498822058948299 -0.11467266608462326
leaf_weight=1.5308226239867497 65.279361066641286 2.9967977760825297 779.45505615440197 735.2119399427902 242.53540524467826 2815.5476559993112 754.58900999044999 75.057018123799935 0.50087435543537073 41.339596765697934 1.3788231387734411 0.55454910965636373 2.9381051366217426
leaf_count=30 1267 73 11180 10039 3397 36369 12735 1677 3 3507 7 37 232
internal_value=0 0.000360534 0.00863146 0.0191152 -0.00579633 -0.00418761 -0.0107367 -0.0688249 -0.0705082 -0.0771095 0.0537174 0.00238664 -0.0814803
internal_weight=0 5470.67 2334.54 1514.67 3136.14 3058.08 819.868 78.0538 48.2428 45.8085 2.43425 1.05542 44.2777
internal_count=80553 76737 35221 21219 41516 39766 14002 1750 3816 3769 47 40 3739
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=15
num_cat=0
split_feature=32 72 59 72 99 63 18 79 35 23 79 42 79 102
split_gain=21.7512 27.2937 39.8569 36.2279 26.0178 24.4996 21.0504 20.6711 12.0867 21.9891 15.7407 17.0321 13.2008 1.1857
threshold=3.3194910064937502 1.3724773468866907 0.069913725740013435 -0.75172238585362161 0.53738905144955063 1.2546923428055703 6.0889192066280335 1.0244270578812975 309.35232058557398 708.22107618749794 1.0174164880315548 0.15725127335899583 1.0218198522960742 1.3971839839065816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 10 -10 11 -1 -12 -11
right_child=1 5 4 -5 -6 6 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.016688031390795114 0.075092201556742802 0.0069177083405593427 0.17038995350456554 -0.01545363972948708 0.024837522382142666 -0.029778473384299765 0.048687474851057226 0.071904242566132662 -0.26521075291721635 -0.011072062177428763 0.069524531923897459 0.044108167326679999 -0.0039044880067680035 0.078527286311517924
leaf_weight=111.66608580632601 45.09420040436089 2252.5223493918311 13.287714562145991 2199.3497046552366 162.08557982183993 294.70074012456462 38.677092825528234 50.033237707102671 4.0238070175982994 2.7267096387222409 106.90202680975199 78.456316286232322 31.755692425882444 3.2223862502723932
leaf_count=1376 267 26012 500 44309 2482 1418 1013 1372 28 17 785 587 364 23
internal_value=0 -0.0023784 -0.010047 -0.0136344 0.0358658 0.00466144 -0.0206752 0.00832983 0.0237964 -0.0846596 0.0270862 0.00840026 0.0527077 0.0374603
internal_weight=0 5055.75 2419.82 2244.44 175.373 2635.93 333.378 2302.56 338.753 9.9729 328.78 190.122 138.658 5.9491
internal_count=80553 77373 47558 44576 2982 29815 2431 27384 3180 68 3112 1963 1149 40
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=12
num_cat=0
split_feature=51 97 99 56 3 97 51 97 97 5 93
split_gain=18.7812 19.0067 30.8608 26.5673 26.2031 19.9606 15.8788 15.5022 15.1834 8.20745 3.17714
threshold=5.809377640749304e-05 10.820176959100968 1.3704673392209947 0.00088160941677621878 134.93146564911635 5.4094618134617871 0.00017426777788109773 2.4902496519718471 8.480453123270193 2.3147644296742529 0.14606830146176378
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 6 9 -4 -5 -3 -1 10 -2 -9
right_child=1 2 4 5 -6 -7 -8 8 -10 -11 -12
leaf_value=0.10445645834759792 -0.072088498542511689 -0.067204032600472391 0.081652859755486598 -0.00076376467789354696 -0.055359044967021737 0.0095295358576700656 0.058808162751269911 0.054152362651381396 0.11802356651297803 0.077722819571918109 -0.065009574282616736
leaf_weight=6.7314194813370696 3.9121518530882886 12.377187713980673 15.101020408794282 9741.7362563988427 184.47512188181281 2335.6042556585744 52.061057882383466 2.2961074635386458 4.9443115070462218 56.059272455517203 87.650609107688069
leaf_count=34 20 70 204 64498 662 12874 327 48 30 308 1478
internal_value=0 0.00097912 -0.0255649 0.00155651 -0.044992 0.00122683 0.034604 -0.0421866 -0.0525892 0.0679501 -0.0619677
internal_weight=0 12401.3 264.014 12137.3 199.576 12077.3 64.4382 101.622 94.891 59.9714 89.9467
internal_count=80553 78963 1263 77700 866 77372 397 1590 1556 328 1526
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=15
num_cat=0
split_feature=9 75 64 95 75 11 79 49 78 108 79 47 69 75
split_gain=37.9091 44.4712 69.2168 65.0901 57.2025 56.9118 47.597 42.4354 37.9844 50.3947 37.8366 25.8352 27.9352 22.9722
threshold=11.586469098516188 3.5096784521904167 0.006896827118116026 0.026794373591213064 2.7436840099328008 2.9754058659105218 1.013524490795134 0.16453991026432957 1.0170246263408462 15.597721024412689 1.01329506257795 0.007541963482732633 0.30174517072672385 3.4740854708169815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 -4 -5 8 13 -10 -3 -9 -13 -2
right_child=7 2 5 6 -6 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=2.6548383457180285e-05 0.084121624322066574 -0.18303349524382473 0.0059398772708840891 0.071218853474339636 0.030314345089890882 -0.023890928055047687 -0.03458566108237808 0.061400129452796742 -0.09582744205178241 0.02191009372953287 -0.054829847722500095 0.0032809629228182837 0.060054913669028979 0.0040255042969386525
leaf_weight=1878.8686705960426 38.672180717810988 30.598189362790436 1200.4023330810014 46.098753203870729 933.31189387151971 1368.8269484259654 547.35147144188522 215.20620939345099 87.930883996887133 61.978723507374525 92.952692498220131 312.93958032008959 119.86209529475309 483.47322492720559
leaf_count=14030 200 240 13179 1367 4604 11454 28670 1029 432 362 673 1441 632 2240
internal_value=0 -0.00386563 -0.0134691 0.00372771 0.0100785 -0.0099533 -0.0263668 0.014825 -0.00278079 -0.04715 -0.0865803 0.0330841 0.0190042 0.00995774
internal_weight=0 6098.41 2692.78 3405.63 2812.18 2569.23 593.45 1320.06 672.055 149.91 123.551 648.008 432.802 522.145
internal_count=80553 74217 25546 48671 18634 24633 30037 6336 3234 794 913 3102 2073 2440
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=15
num_cat=0
split_feature=1 95 37 67 97 111 78 91 76 91 95 67 95 21
split_gain=26.2744 24.1507 35.1983 26.3486 29.6867 24.0415 22.243 21.2284 6.83009 6.93815 5.71224 1.44407 0.782033 0.700832
threshold=28.181028257257662 0.025131449355387744 40.379850786194332 0.0078683703443051412 2.9635449944030978 5.3200234664603405 1.0178053345325313 -0.038977482562981322 2088.5000000000005 0.57595370614147556 0.023984670976590895 0.023515735001462718 0.043593031698043495 15.611181708127594
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 -5 -1 -4 -3 9 11 -11 -2 13 -10
right_child=8 2 6 4 -6 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=-0.038569975718250681 -0.072221223485883251 0.013865733646584262 0.0058079283656800595 -0.0037232189544073009 -0.034403036560512822 0.071429841950806969 0.031102975310616628 -0.0076673962788952298 0.09065560464240692 0.26106334864195591 -0.078180603068641094 -0.12258555132906593 0.11749004184063916 -0.076369891334494885
leaf_weight=27.667331047356129 52.046752828231547 609.17816240084358 747.73403559817234 1035.8789390719612 453.46347832790343 70.492923291865736 649.68478730635252 1842.7438396795187 0.5187897086143487 1.1229470563121133 0.88950650114566077 6.3922280420083544 2.0431195646524429 0.48707734327763319
leaf_count=2229 5120 6916 8487 11941 14251 3456 7089 20800 3 52 14 138 9 48
internal_value=0 0.000621393 0.00490151 -0.00975693 -0.0130644 0.0404254 0.017568 -0.00231751 -0.064078 -0.0714434 0.111117 -0.0777302 0.0819549 0.0097758
internal_weight=0 5436.84 3849.34 1587.5 1489.34 98.1603 1397.42 2451.92 63.5004 60.4514 2.01245 58.439 3.04899 1.00587
internal_count=80553 75169 43292 31877 26192 5685 15576 27716 5384 5324 66 5258 60 51
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=15
num_cat=0
split_feature=91 85 23 105 67 91 81 79 93 105 60 87 106 21
split_gain=21.7076 24.0791 29.5917 31.6661 21.1258 28.8233 20.0569 20.0531 17.8836 17.1362 19.0532 14.485 7.67162 9.66115
threshold=0.37188065834148915 0.068570754210776311 1968.135015044907 55.944810072882426 0.0064282891519269556 0.17696823089012417 0.038847715015323234 1.01580875579029 1.0195999214003193 25.710022603242248 0.021275941291762968 80.726693330575046 1.2673624920738951 36.778202533148139
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -3 -6 12 -1 10 -9 -11 -2 -14
right_child=7 4 3 -5 6 -7 -8 9 -10 11 -12 -13 13 -15
leaf_value=-0.039675404158476944 0.05822155329246323 0.017152588556221631 -0.023794858635419726 0.10761122937037018 -0.055707072540388571 0.19936885927855977 -0.00044637899603073894 0.021779324640497408 0.44457842608664744 0.15302983202347345 -0.050280597417640599 0.034876207415685055 -0.0088269942886579928 -0.085520263706734267
leaf_weight=335.9953185893828 8.7204537494108063 30.086200210731477 44.246716063469648 31.319008379243314 66.703668675851077 12.201591511256991 4277.8734969766811 120.3063950650394 0.76435504760593076 10.733527277596293 52.795011889189482 311.39689098158851 38.586301948409528 28.599517271853983
leaf_count=10620 78 889 2528 312 2677 217 57295 1286 14 86 428 2949 678 496
internal_value=0 -0.00278177 -0.0258861 0.0306678 -0.000610173 0.0697287 -0.00129481 0.0178412 -0.0385763 0.0251771 -0.00019857 0.0388131 -0.0300202 -0.0414736
internal_weight=0 4799.19 412.325 75.5657 4386.86 42.2878 4344.58 571.138 336.76 495.232 173.101 322.13 75.9063 67.1858
internal_count=80553 74552 13474 2840 61078 1106 59972 6001 10634 4749 1714 3035 1252 1174
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=15
num_cat=0
split_feature=91 73 97 39 93 49 33 21 47 75 45 21 33 91
split_gain=19.067 37.9223 29.8551 38.6289 25.1706 24.4927 44.6807 45.7897 32.5044 51.3403 32.8757 18.4747 13.3747 11.1551
threshold=0.15903453969727532 7.5968580882667203 3.1179842645839906 45.22408795688775 0.899327337697991 0.40813636420594362 178.11154877342921 22.029955937152248 0.017948050823082703 2.0789348249385426 130.10042363495685 5.4362721816049797 23.399694517263161 -0.30144121544836328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 7 -7 9 -1 -10 -3 -13 -8
right_child=1 11 4 -5 -6 6 13 -9 10 -11 -12 12 -14 -15
leaf_value=0.024575671211831386 0.025191797991947564 0.37181857194926454 -0.0008553498101077124 -0.056068766382010721 0.039444086974760144 0.043052503601135529 0.28932672796869791 -0.0065249932295049677 -0.014024628736560789 -0.0031518267108853575 0.01849989668450934 -0.059506845520582434 0.0012076541134347536 0.097573985163141405
leaf_weight=822.43542135506868 1191.4448329604929 1.088271073065697 2152.9926098892465 61.520212907344103 167.00981142185628 293.78750395821407 6.803784117102623 509.1540012282785 3178.547851706855 3551.313888536999 344.45898885233328 122.27401172486134 51.591644821921363 5.4752629403956217
leaf_count=6852 9392 20 10516 546 1078 2051 28 4748 21296 20352 2118 1080 435 41
internal_value=0 0.00653751 0.00876338 0.0212019 0.00204568 -0.00199242 0.01451 0.0116149 -0.00369604 0.00206202 -0.0108446 -0.0389199 -0.0414909 0.203824
internal_weight=0 3747.92 3572.97 1252.97 2320 8711.98 815.221 802.942 7896.76 4373.75 3523.01 174.954 173.866 12.279
internal_count=80553 23067 21532 9938 11594 57486 6868 6799 50618 27204 23414 1535 1515 69
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=15
num_cat=0
split_feature=73 77 78 9 25 9 79 21 79 6 91 49 79 55
split_gain=33.553 31.6982 33.3342 38.6593 26.1352 24.6846 22.0322 10.5227 24.3355 15.3563 10.2646 7.88742 7.26964 7.92943
threshold=5.0409489433265353 999.83333333333348 1.0245596950708034 11.017620051111306 99.529045989629452 4.1247193985098685 1.0245661683921907 186.06016793539843 1.0163821285855128 1.9693267766345317 -0.083538351406665809 0.27999063887133163 1.0246775813918692 0.050337732966237475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -4 -6 12 9 -9 -3 -10 13 -2
right_child=7 4 5 -5 6 -7 -8 8 11 -11 -12 -13 -14 -15
leaf_value=-0.0034832985304411252 0.0072254468993818892 0.0083938081716089779 -0.078170114271121943 0.014958147420064894 -0.027658175380719643 0.046383325747713061 0.042546675788469525 -0.5317484958013321 0.094070572948237258 -0.078280048112919748 -0.070102696805821013 -0.078232086102506967 0.14255183858894344 -0.073047436837838486
leaf_weight=5168.1371859331557 13.966848196083445 19.062772306089755 17.083497222047299 1457.280913056049 141.67595021569286 231.96146684931591 65.307470501516946 1.1290088966488867 14.533656905870886 2.2057815669104457 132.09478184467298 3.2510416249861001 1.7375583248212922 103.46190837098402
leaf_count=55000 459 1022 204 6854 1621 1482 278 7 62 81 6195 296 13 6979
internal_value=0 0.000411983 0.00192303 0.000572954 -0.0285923 0.0378395 -0.00550712 -0.0489656 0.0160911 -0.231804 -0.0602034 0.0625737 -0.0604954 -0.0634999
internal_weight=0 7232.6 6874.46 6625.42 358.141 249.045 206.983 140.286 21.1195 3.33479 151.158 17.7847 119.166 117.429
internal_count=80553 72656 63540 61854 9116 1686 1899 7897 446 88 7217 358 7451 7438
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=15
num_cat=0
split_feature=13 95 71 64 43 64 97 79 47 103 105 6 21 63
split_gain=23.0402 34.8458 30.4322 30.3613 39.4184 32.879 26.7835 23.812 25.116 24.1317 22.8788 18.82 12.0036 5.72936
threshold=0.33754569652799327 0.021598048770047919 37.577849030040674 0.15738515808885542 0.24923861546507212 0.026928088562284746 2.8147679403906185 1.0243920774093713 0.042822866466656 0.58418045653674866 157.03064043207863 39.423351373070879 13.151496852898164 0.0070464448181017632
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 5 -5 -3 10 8 -1 -9 -2 -8 -4 -14
right_child=1 3 12 4 -6 -7 11 9 -10 -11 -12 -13 13 -15
leaf_value=0.04233915795171677 -0.0089307942377916394 0.0041577935499858389 0.44381592183088814 0.12906721519603809 0.014180683298719243 -0.017647906087768488 -0.045150225897869087 0.025179482309946568 -0.0028491571827551905 -0.099502879410070078 0.17994628197111184 0.17762891445137546 0.079875135006666889 -0.07060439767977901
leaf_weight=411.97047653130721 514.06529422802851 2068.9783340330468 0.47248350270092387 31.048409608192742 783.46514728886541 1038.5864518883172 336.77615768613759 31.49951578117907 175.35043585597305 30.605588859412819 6.4942177589982739 3.8352013924159101 2.6725448818178839 47.497614599531516
leaf_count=7041 4667 27235 6 324 9131 8833 14317 502 3036 673 113 48 340 4287
internal_value=0 -0.00262495 0.0167988 0.0013745 0.01856 -0.00312994 -0.0208399 0.022621 0.0288477 -0.0362644 -0.00657447 -0.0426418 -0.0578638 -0.0625884
internal_weight=0 4783.25 700.069 3922.08 814.514 3107.56 861.171 649.426 587.321 62.1051 520.56 340.611 50.6426 50.1702
internal_count=80553 64668 15885 45523 9455 36068 19145 11252 10077 1175 4780 14365 4633 4627
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=15
num_cat=0
split_feature=78 77 55 55 95 32 101 11 28 51 59 95 1 85
split_gain=24.3973 27.6241 53.3457 24.5272 23.1905 22.4466 17.2657 11.3734 40.9434 17.3302 9.48599 6.6958 5.38001 11.2489
threshold=1.0246559242500135 2028.5000000000002 0.13484503972935 0.80164758004368741 0.031998477310069308 3.4453186461804335 0.93712163768904322 2.909402195092349 14.990274390170885 0.0059557547556839579 0.0018223626114622293 0.0076301825077962643 14.929268305161381 0.18780670794888313
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 5 12 -1 -4 9 -9 -6 -5 -3 -2 -14
right_child=4 2 6 10 7 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.023086826057201297 -0.088635189607304501 0.24095082932788514 0.098366318336902792 -0.092584118507749336 -0.080220021760648283 -0.0034675740909290566 0.0061543802871968428 0.94679104775342005 0.056429122213508001 0.074485020475394972 0.055203348195375479 -0.089522269788578301 -0.045201452547720476 0.32141658855302807
leaf_weight=341.63716343406122 65.540020928252488 0.62784309033304708 82.846715770661831 4.551071308553218 14.612326793605463 4666.1756358951097 26.897813107352704 0.58343305345624585 4.5004182788543403 14.353678733110426 95.077417843975127 26.106709608109668 7.1123325526714307 0.94853526353836048
leaf_count=3327 908 13 360 20 606 72351 159 10 91 72 1510 767 357 2
internal_value=0 0.000507875 0.0449081 -0.00067857 -0.0475843 -0.00165601 0.0757657 0.0206543 0.158609 -0.00355821 0.0484524 -0.0817613 -0.0791535 -0.00206092
internal_weight=0 5243.92 136.479 5107.44 107.651 5007.81 109.745 34.0499 5.08385 28.966 99.6285 26.7346 73.6009 8.06087
internal_count=80553 78507 1299 77208 2046 75678 519 779 101 678 1530 780 1267 359
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=15
num_cat=0
split_feature=30 87 87 39 42 97 18 62 6 93 97 95 37 6
split_gain=17.9186 45.5271 35.9722 57.0542 36.0849 32.346 30.7098 66.1638 41.813 24.3538 34.236 23.5744 45.0766 31.1164
threshold=6.6936029357655071 18.518861480662867 44.678300050851895 7.78268381628002 0.10009699307340378 3.3766796527464256 0.0859321262048654 0.0098448241018616808 0.75723540337071304 0.61209766777486674 2.3598575843237035 0.034466515569431692 51.466976406969003 0.57032445131341103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 -5 7 -4 -8 -1 -11 12 -3 -13
right_child=2 11 6 5 -6 -7 8 -9 -10 10 -12 13 -14 -15
leaf_value=-0.0076923946565482576 -0.0042737040943083534 0.056569101884153587 -0.021979472439641067 0.078126096923701552 0.045329482954225085 -0.0099909903438854392 -0.063222993756108098 0.079736456027912336 -0.00020729213046362748 0.077413157681888334 0.0048547811677596385 -0.089871117003566037 -0.027300050406973982 -0.026634239174343211
leaf_weight=318.16600899258628 671.07556826178916 88.811004156246781 116.14410203322768 205.18969121389091 187.67282570176758 52.270133271813393 106.47266597300768 142.30503689963371 9532.6113831985276 106.19693736871704 167.7492848187685 96.121130558662117 230.16210397472605 408.51438666786999
leaf_count=4035 6620 1000 705 1320 1091 625 1470 803 52033 1218 1489 1118 2260 4766
internal_value=0 -0.0100235 0.00192797 0.0189459 0.00656669 0.0602363 8.74533e-06 0.0340265 -0.000903359 0.0111262 0.0329825 -0.0252286 -0.00394854 -0.0386794
internal_weight=0 1415.72 11013.7 1116.21 858.748 257.46 9897.53 258.449 9639.08 592.112 273.946 823.609 318.973 504.636
internal_count=80553 15886 64667 9656 7711 1945 55011 1508 53503 6742 2707 9144 3260 5884
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=15
num_cat=0
split_feature=65 55 47 19 80 78 65 105 103 95 95 47 62 91
split_gain=30.4785 46.5616 40.4734 38.3826 46.4568 51.299 38.81 40.3553 38.9122 33.5679 32.9299 46.8448 18.0989 7.76016
threshold=0.22459509550929938 0.47618803684645783 0.22063426140511047 0.28901740144694116 0.60453573087752033 1.0243315416752081 0.07243400048866068 19.397334699490479 2.0004720210782585 0.0023150001285869499 0.017923805900648349 0.029951236726779858 0.54201184650307366 -0.17735176351410462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 12 4 9 -6 8 -8 -5 -1 11 -2 -3 -12
right_child=1 2 -4 6 5 -7 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.058339462866056915 0.056895673537853422 0.087789390789854066 -0.063747751552248641 0.0093675244082464925 -0.056883958738199195 0.15512050685023021 -0.055360824319454077 0.029345513004660151 0.14853866656441658 -4.5204306856810221e-05 -0.004076032213595363 -0.034042264040377516 -0.080020948950184578 -0.074317100674688094
leaf_weight=100.15413352847099 71.111242648446932 75.10457680147374 29.139181137288688 34.389354854065459 211.84773437702097 12.063435086514799 67.085549145238474 347.9928167941398 48.317632556892931 5873.7414142502821 17.357863386481768 278.47737523910473 7.0285688319418105 167.56336297336384
leaf_count=1102 478 446 3440 2871 1636 80 2237 2188 212 53428 1396 2672 676 7691
internal_value=0 -0.0213451 0.0375061 0.0014032 -0.000742526 -0.045462 0.0281191 0.0156552 0.0906717 0.000933632 -0.0335965 -0.0155442 0.073429 -0.0677238
internal_weight=0 645.782 111.272 6695.59 6197.81 223.911 497.785 415.078 82.707 5973.9 534.51 349.589 82.1331 184.921
internal_count=80553 16799 4562 63754 56246 1716 7508 4425 3083 54530 12237 3150 1122 9087
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=15
num_cat=0
split_feature=1 12 59 44 58 68 36 51 76 91 58 9 51 3
split_gain=23.4445 22.3009 25.058 27.714 22.337 16.3443 16.9042 16.3924 6.13464 6.15572 6.41845 2.60647 0.629753 0.613706
threshold=28.181028257257662 0.3232277186559826 0.046045686404614046 10.264458708926375 0.010863797722508428 0.19962337067911196 122.43410447952557 0.00084234636027724706 2088.5000000000005 0.57595370614147556 0.036956449902268013 7.2610876013689341 0.0010758967441178873 166.23429045356662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 9 11 -11 -2 13 -10
right_child=8 2 4 -5 -6 6 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.0016794811611951206 0.18521384090077428 0.0027378125466445127 0.66531102493908156 -0.014497377856637917 0.020936713543421016 -0.022292097899218159 0.021385961796618589 0.029335232817361768 0.088952276211617359 0.2729307864868073 -0.07716117598902926 -0.078910472095447562 0.11250915667212179 -0.07629830225291151
leaf_weight=339.21150032232981 0.37627268210053344 1951.299686727114 0.53874864801764388 1787.7340007640887 366.36457166745095 231.90440276672598 143.3962634895579 582.13644700008444 0.47846446931362097 1.0462499302811914 1.0484720302047206 53.099024840630591 1.9336542180972172 0.4237953273113817
leaf_count=7772 6 19352 19 28166 6249 4136 3788 5687 3 9 57 5252 11 46
internal_value=0 0.000554842 -0.00305564 -0.0055028 0.0218829 0.0119877 -0.00560342 0.0191532 -0.0631433 -0.0704647 0.0976991 -0.077052 0.0803196 0.0113334
internal_weight=0 5402.59 4105.94 3739.03 366.903 1296.65 375.301 921.348 58.4059 55.57 2.09472 53.4753 2.83591 0.90226
internal_count=80553 75169 53786 47518 6268 21383 7924 13459 5384 5324 66 5258 60 49
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=15
num_cat=0
split_feature=78 74 63 76 86 78 76 23 90 64 63 11 97 7
split_gain=22.7654 35.6868 27.419 27.0124 26.2977 26.4137 28.6973 21.7476 21.4387 18.7171 29.5172 18.4218 17.0474 14.0468
threshold=1.0159129672582849 8.0455925685275744 0.032298488269201224 562.50000000000011 5666.5906189086181 1.0246052848711797 2734.5000000000005 145.74364664397538 -0.65100893100786694 0.018910663360332629 0.010136685469253058 1.2638818176421445 4.5137868411637383 9.7522700457073146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -7 -6 10 -3 -4 -10 -11
right_child=4 9 11 -5 8 7 -8 -9 12 13 -12 -13 -14 -15
leaf_value=-0.013652815511421125 0.0043732594065569634 -0.059163646520506902 0.028699447038197767 0.17825087722494634 -0.11738352673363589 0.02549500886231279 0.072606601001952278 -0.062842288692073853 -0.00035072633709179631 -0.0070204714201872569 0.23289698103300349 -0.061079447463840836 -0.12213661931678413 0.053803573191409507
leaf_weight=522.75716146011837 4063.5874153508339 5.2900041630491605 25.555756205227226 7.4393233796581617 29.720845482777804 38.346528615569696 62.587249396834522 101.99895713268779 74.437325528822839 99.75224993377924 10.005400158464907 216.27672195946798 13.592618834227322 61.302245096303523
leaf_count=21426 49860 298 268 105 174 965 496 2237 519 1172 185 1969 49 830
internal_value=0 -0.0144166 -0.0236878 -0.0109602 0.00267049 0.00395713 0.00540825 -0.0387059 -0.0439488 0.0261708 0.131886 -0.051592 -0.0191556 0.016131
internal_weight=0 948.379 772.029 530.196 4384.27 4266.52 4126.17 140.345 117.751 176.35 15.2954 241.832 88.0299 161.054
internal_count=80553 26253 23768 21531 54300 53558 50356 3202 742 2485 483 2237 568 2002
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=15
num_cat=0
split_feature=79 60 60 62 3 23 73 43 6 75 6 23 93 55
split_gain=17.7875 42.0639 42.7047 37.3171 36.5029 22.6423 22.2034 25.8594 19.9484 61.6142 32.9198 17.9556 11.7602 6.62376
threshold=1.0238914613375913 1.2211009301680622 0.0059338050188927497 0.0056956083320903539 374.42598694143533 1382.9056581315597 11.146044364102847 0.35074802039774949 0.52332734907385448 0.50541645097421128 0.94838509867812892 119.32917020841045 0.42028493643656722 0.046507147435868028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 -2 11 8 13 9 -1 -10 -3 -9 -8
right_child=1 5 3 -5 -6 -7 7 12 10 -11 -12 -13 -14 -15
leaf_value=0.0054537259619337397 0.01609352690656787 -0.066818663848299917 0.22941875129042139 -0.037790674397720318 -0.051126959574961932 -0.066299662662028663 0.055559430813420997 -0.068954174225151044 0.02143920794140115 -0.063746315740224074 0.0015638072436140685 0.10624911467759723 0.010511322341389039 -0.10430466575621072
leaf_weight=430.03842425579205 447.47560418816283 6.7422601701691738 5.2758433967828742 557.97528878995217 98.580698843114078 11.438030207529662 2.7437741160392752 24.200077746994793 913.16887410404161 183.60021294187754 9533.3948552202201 54.06646107044071 80.81647170195356 46.794911035802215
leaf_count=4636 3454 55 22 3032 1085 169 42 280 8926 2371 54868 411 889 313
internal_value=0 -0.0111539 -0.015969 -0.0352878 0.00395807 0.0627802 0.0017459 -0.0358946 0.00227188 -0.0152509 0.00330118 0.08706 -0.00780076 -0.0954504
internal_weight=0 1181.55 1109.31 563.251 546.056 72.2468 11214.8 154.555 11060.2 613.639 10446.6 60.8087 105.017 49.5387
internal_count=80553 8228 7593 3054 4539 635 72325 1524 70801 7007 63794 466 1169 355
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=15
num_cat=0
split_feature=73 13 73 49 83 45 18 11 23 32 110 42 48 8
split_gain=29.5128 28.9136 47.7101 46.776 59.8593 53.2712 40.6359 34.3145 9.40099 8.38038 8.5253 4.91798 4.65551 0.121053
threshold=4.7752791357044808 0.36960320489362908 1.1549394758562317 0.19426700070917061 0.70772351086619623 16.529097274671408 0.0859321262048654 4.7508924695380754 4051.7094937983297 55.571882070492727 3.5076331588524385 0.068205544480409566 0.21825654889377502 5.6081474174693202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 -1 -4 9 10 -2 -11 -10 -14
right_child=8 3 7 4 -6 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-0.052687605435959739 0.024000257427638106 -0.053634089262751039 -0.030191445734196066 0.026047594072191729 -0.03089831758734243 0.0010400075682960737 0.0091469996112593151 0.035005403934695777 0.087149262740980449 -0.1664225184028503 -0.050212372720661681 -0.065819486771086649 -0.039632927446303631 -0.08338489769097096
leaf_weight=116.3085375437513 17.926097627962008 189.71143986377865 953.84627850659308 1415.9966277841013 212.25948343341588 2939.1575724179274 1232.4546209137188 88.191986659658141 7.8707548445090634 8.6608516859123501 113.4120365853596 11.070156068308277 1.0439674758818003 1.6040160907432435
leaf_count=849 2492 14233 9305 14558 5957 16591 9775 440 46 85 5667 502 38 15
internal_value=0 0.000369482 -0.00860195 0.00487828 0.0186241 -0.00227502 0.00381479 -0.0246736 -0.0428476 -0.0492122 -0.0400832 -0.109979 0.0485614 -0.0661357
internal_weight=0 7147.93 2390.8 4757.13 1628.26 3128.87 1348.76 1042.04 161.588 151.069 131.338 19.731 10.5187 2.64798
internal_count=80553 71708 20369 51339 20515 30824 10624 9745 8845 8746 8159 587 99 53
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=15
num_cat=0
split_feature=13 62 41 35 19 95 79 11 108 19 49 67 49 18
split_gain=21.6095 29.4804 32.6126 50.8495 24.9147 24.7328 35.3047 34.5841 32.4654 29.9352 23.8655 23.3335 23.3174 20.3297
threshold=0.46964677177666109 0.215279509534366 0.64077918085880881 32.335845917152241 0.49626480424031855 0.021598048770047919 1.0244270578812975 3.5473198577588048 2.8412834348272127 0.18316704734333145 0.32552275521951479 0.0099262856334362288 0.13085401392546608 0.049353604117683511
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 10 6 9 13 -8 -1 -3 -9 -6 -7
right_child=1 4 -4 -5 12 7 8 11 -10 -11 -12 -13 -14 -15
leaf_value=0.01165729891557496 0.032622317039334096 0.13152035685477997 -0.047555037060095999 -0.015758789085149969 0.063819515418873263 0.068479553650461308 -0.84692501401535303 0.00077719420148431972 -0.068840166750878326 -0.02688717943757566 -7.4356288875607508e-05 0.088061190479417573 -0.0010862488944350845 0.006732850300794159
leaf_weight=576.75317772862036 257.82601961866021 32.046358768828213 240.8202634480549 1379.9332025785698 61.485150211490691 55.009523704648018 0.54031296446919341 45.053087067790329 71.309907997085247 309.68001255951822 24.179873481858522 95.652621171437204 554.66232637851499 1737.8371464298107
leaf_count=14705 2406 269 2223 22069 371 750 15 702 2229 8045 572 1071 6957 18169
internal_value=0 -0.00676336 -0.0131948 -0.00814234 0.0112057 0.00586351 -0.00727303 0.0123741 -0.0746914 -0.00180841 0.0749286 0.0601134 0.00539068 0.00862741
internal_weight=0 2550.95 1878.58 1637.76 672.374 2891.84 958.283 1933.55 71.8502 886.433 56.2262 140.706 616.147 1792.85
internal_count=80553 34867 26698 24475 8169 45686 24994 20692 2244 22750 841 1773 7328 18919
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=15
num_cat=0
split_feature=13 65 62 85 13 9 68 8 85 12 72 33 91 86
split_gain=25.7485 31.206 30.8587 29.5147 22.9325 21.6417 21.8196 12.9016 10.7438 17.3465 7.54595 6.42083 6.09152 0.0181194
threshold=0.24468282356813362 0.059834564697718758 0.040759059487985472 0.062130268433178544 1.4914216012506707 13.075711856428317 0.072438253046368042 2.807047858490948 0.57097021017619631 0.74623657190381787 21.221267903643376 34.333365578919143 0.57595370614147556 13.212665504355819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 6 -2 -7 12 -10 13 -4 -6 -1
right_child=4 2 11 -5 8 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.048257552598477652 0.02469211581022223 0.69142922960833442 0.080418862704956684 0.06033264671296467 0.070931251888480915 -0.22658957414936676 -0.0029555713383974998 -0.041174481776327973 -0.50857123697770112 -0.0046640660843715589 0.16947098976768624 0.024304795926475577 -0.037413502503789053 -0.076617868501847722
leaf_weight=0.22781448485330358 303.85645094385836 1.5452659726142877 59.374888601480052 1.4238911066204307 66.365466164890677 3.9069211930036536 4712.1877382287057 95.113501013955101 0.82947503915056486 3.8722747028805315 1.3304186686873425 31.057731846813112 5.629496492445468 20.244688404258341
leaf_count=16 7835 13 1654 35 489 12 65075 3502 10 96 4 408 36 1368
internal_value=0 0.0464168 0.0715625 0.38878 -0.00138084 -0.00219467 -0.00128076 -0.0484902 0.0528948 -0.0935625 -0.0613051 0.0611473 0.0624595 -0.0763023
internal_weight=0 115.205 93.4018 2.96916 5191.76 5115.06 5016.04 99.0204 76.6967 4.70175 21.8029 90.4326 71.995 20.4725
internal_count=80553 3498 2110 48 77055 76424 72910 3514 631 106 1388 2062 525 1384
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=15
num_cat=0
split_feature=64 16 49 69 64 1 9 101 105 105 69 39 38 69
split_gain=16.171 38.629 38.0787 62.704 42.6605 37.5848 80.2999 50.7685 28.1389 41.2222 39.8778 35.1232 33.8535 21.9566
threshold=0.039270066846046579 0.2349031402546235 0.19426700070917061 0.17398317946592554 0.023143604083245454 15.749303092566192 9.8817038649033098 0.82677840688662252 19.967009737573424 29.650259193458766 0.19552429145599176 24.705702398813365 3.4062574225512554 0.19107980328088914
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 11 13 -11 12 -2 -10
right_child=8 5 4 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.0054768302968602432 -0.020674117714251206 -0.005085610665432355 -0.018143464273643699 0.058506758896869973 0.019917896290170094 0.02776425055924861 -0.026677598763424994 -0.037954724130297192 -0.042524918233572177 0.037814489274117152 0.0008711273292493761 -0.081848249172467011 0.024448296166792061 -0.0081540895617346777
leaf_weight=3208.731366377091 190.58596232486889 1063.8197398104239 1267.9911617045291 239.62480380549096 383.55933003127575 611.02213220624253 486.7467643674463 841.72149662300944 237.07345043541864 380.87865540385246 1254.7465087126475 35.574339079670608 1303.3197808847763 860.35290627297945
leaf_count=20963 1275 10567 8394 2353 2252 3185 2096 4119 990 1968 9841 343 7820 4387
internal_value=0 -0.00211655 0.00318188 0.00916186 -0.00930402 -0.0111138 0.00362493 -0.0196047 0.00549225 -0.000585846 0.00947392 0.0163533 0.0186918 -0.0155791
internal_weight=0 8103.22 5099.91 3448.36 1651.55 3003.31 1097.77 1905.54 4262.53 2733.05 1635.63 1529.48 1493.91 1097.43
internal_count=80553 53929 33962 23316 10646 19967 5281 14686 26624 17186 11809 9438 9095 5377
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=15
num_cat=0
split_feature=97 71 47 105 47 87 79 91 78 44 47 77 97 78
split_gain=28.5468 55.3846 50.3249 43.5889 38.0159 38.2394 25.2724 23.6064 20.5988 19.947 19.7403 9.16768 8.91311 1.28846
threshold=2.9457471776064046 23.30919234816913 0.097688272708054122 6.8279444113692138 0.092478661214281208 181.40874502974648 1.0243422412975665 0.57595370614147556 1.0170246263408462 17.058507398306723 0.0057791333352895111 182.94444444444449 2.9811610910021793 1.013860481512008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 5 -2 -6 9 -1 -3 -5 -4 -13 -9
right_child=2 7 11 10 6 -7 -8 13 -10 -11 -12 12 -14 -15
leaf_value=0.07811017361133113 0.011335120050262867 -0.055363523894302373 0.18992152305453272 0.053610918942623376 0.086000959144826764 -0.0044780505009411583 0.37242017273381089 0.087339544400392488 -0.075596781713336336 0.020449383658806507 -0.053302331414490402 0.07437893480959612 -0.087391801131250529 -0.097135176050165181
leaf_weight=42.31559873954393 2726.409669339133 38.032182787574129 1.2759905457496632 17.974971503193956 15.737875653023368 3482.6157603700995 3.8304533809423438 0.38556814062758604 10.981393766880499 396.6969432324986 440.30647434736602 3.5634959343587971 77.003418447449803 20.996519563588663
leaf_count=877 24738 1611 4 186 113 18212 9 9 2601 5884 23837 62 1556 854
internal_value=0 -0.016565 0.0018805 -0.0391545 0.00290416 0.00246558 0.142067 0.00877152 0.0464402 0.0138169 -0.0491089 -0.0760247 -0.0802366 -0.0938087
internal_weight=0 967.69 6310.44 511.578 6228.59 6209.03 19.5683 456.111 53.297 434.729 458.281 81.8429 80.5669 21.3821
internal_count=80553 35859 44694 27501 43072 42950 122 8358 3478 7495 24023 1622 1618 863
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=15
num_cat=0
split_feature=55 51 91 13 15 91 111 47 64 99 108 83 97 39
split_gain=21.3043 36.9483 31.8017 30.0337 37.1528 30.2258 26.0143 24.8043 22.7566 43.2352 39.821 31.6013 25.1752 20.8742
threshold=0.095081707321779299 0.00090363573396742413 0.10737255522407807 0.44155190282000695 0.076921605112040117 0.2481738911713369 1.6098669200705038 0.018804428080638213 0.31961134071418612 0.47371945974953794 9.0024040091473942 0.28853667913435993 2.5105261840407036 12.610844697720802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 -5 -1 -4 -3 9 10 -2 -11 13 -10
right_child=8 2 6 4 -6 -7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.0055832746921319247 0.0005369524997540573 0.0099854278306732956 -0.058615411686714247 0.27735507810891175 -0.033606104171012056 0.052002447509246333 0.0053049517732252777 0.041210050666151146 0.0014443153050654241 -0.06585318667922066 0.10224339897884041 -0.017287254704465217 -0.016439566237323167 0.045815119369686928
leaf_weight=470.47303565428592 971.69977183407173 478.33561847219244 73.302230836357921 3.8814953865949056 379.44167768611806 113.05045721412171 484.52518963208422 543.45116722816601 200.70190472423565 153.41261089226464 40.084027439588681 1057.744379823358 225.58978035562905 224.76607503986452
leaf_count=12380 10917 5528 1032 114 11384 1643 4114 5687 3664 4625 368 11781 3764 3552
internal_value=0 0.00668492 0.0161089 -0.00871171 -0.0304573 0.00557325 -0.00309461 0.0265927 -0.00587654 -0.0106922 0.00456628 -0.0234389 0.0105658 0.0248845
internal_weight=0 2546.46 1579.61 966.847 383.323 583.523 557.827 1021.79 2874 2222.94 1011.78 1211.16 651.058 425.468
internal_count=80553 41882 16361 25521 11498 14023 5146 11215 38671 27691 11285 16406 10980 7216
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=15
num_cat=0
split_feature=11 85 6 90 63 95 30 99 69 25 47 6 0 99
split_gain=19.2611 21.2917 19.7993 19.4362 26.2404 19.7967 48.9477 24.7502 18.7052 15.7365 13.9226 13.2079 12.9474 13.7113
threshold=1.1959337627546798 0.40441883427936737 1.0252600293905669 0.18500683220419148 0.010061062094277765 0.074836847833917322 0.62039657989658048 0.55186257472474798 0.055592077442071661 1067.0257410854038 0.21061015157369023 0.9593355142849459 2.3245036277413047 0.57194991490581482
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 9 7 -7 -2 -6 -5 -4 -1 -3 -14
right_child=3 12 10 4 8 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.055867279721931909 0.0066450957888424412 0.022475555975784864 -0.070890266681644373 -0.028246709133087761 0.19370427467222071 0.28766565164085084 0.0089551642685578754 -0.014943962834629671 0.010338967287599251 0.39805926380522483 0.056355848336605542 0.39085693321154447 0.31827091348805636 0.076510627426457756
leaf_weight=14.56300078704953 713.03893613122636 65.189486911986023 41.637638492044061 210.5106363738887 5.5825231391936532 6.3879506494849911 464.16607606341131 2080.2230202758219 1611.7513190329773 0.86947317654266854 10.836579347727819 1.2804753235541273 2.4377314178273073 62.270229315850884
leaf_count=222 17684 1598 430 8532 100 57 4385 30559 16344 30 200 45 36 331
internal_value=0 0.0301614 -0.0150315 -0.00161201 0.00664132 -0.00623635 0.0127388 -0.0094329 0.0109719 -0.0264932 -0.0446124 0.0829413 0.05393 0.0856184
internal_weight=0 198.215 68.3177 5092.53 1828.71 3263.82 470.554 2793.26 1617.33 211.38 52.4742 15.8435 129.897 64.708
internal_count=80553 2862 897 77691 25006 52685 4442 48243 16444 8562 630 267 1965 367
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=15
num_cat=0
split_feature=41 64 97 39 73 71 65 43 91 44 87 79 58 70
split_gain=19.6723 56.9451 31.0649 30.5599 25.734 23.8967 19.8099 19.7095 19.4693 30.6509 29.6278 16.7975 15.6958 0.402928
threshold=3.4994503078576362 2.537061712168597 4.267832408242449 12.824753664372635 4.1031659902086028 81.187242629603062 5.5029411318185213 0.69710798544793462 0.15903453969727532 4.4151636260029745 18.518861480662867 1.0229347938278852 0.13439260176741744 17.74802486166335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -3 7 12 -5 -2 10 -10 -1 -6 -4 -7
right_child=2 3 5 6 11 13 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.02057583094326066 0.28125961911655212 -0.04068967591488331 0.042853490578327699 0.23479957090859294 -0.013976326644512906 -0.12346811444418092 0.040585227827456785 -0.071165824263237989 -0.036204831139429995 0.0089475238405878951 -0.0034150817937604358 0.16052779122949742 0.17964707411271758 -0.080290987622313598
leaf_weight=550.95334094949067 1.6053089872002591 8.0788567592389864 33.91313049197197 19.165180536918346 140.90396986017004 3.1441780626773816 7.2344332933425894 138.11798959842417 157.241826151032 3426.5892802820308 7836.3308477317914 5.7408639136701813 11.144187172874807 6.9141381280496716
leaf_count=6249 8 35 128 124 2279 7 30 1857 1657 19551 48473 34 63 58
internal_value=0 0.00116663 -0.023174 0.129497 -0.036406 0.0455763 0.181578 -0.0671167 0.000797017 0.00696645 -0.00183914 -0.00714483 0.0766871 -0.0937879
internal_weight=0 12005.6 341.484 34.4785 286.368 55.1156 26.3996 139.723 11971.1 3583.83 8387.28 146.645 45.0573 10.0583
internal_count=80553 76119 4434 189 4178 256 154 1865 75930 21208 54722 2313 191 65
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=15
num_cat=0
split_feature=77 72 21 105 79 71 79 55 45 107 76 105 81 79
split_gain=27.3145 27.9594 24.2089 41.2074 32.5859 23.1533 40.4567 33.8081 29.7945 10.246 14.2809 14.1167 8.92024 31.8679
threshold=965.38888888888903 8.305866131088262 75.179938314652233 30.25495968617729 1.022493005810061 20.851780208562506 1.0245661683921907 0.098460365769282382 76.699852455322556 387.30732329088266 415.50000000000006 33.277709766843344 0.17251820302170609 1.0246775813918692
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 12 8 -8 -7 11 -11 -3 -2 -14
right_child=5 9 3 -5 -6 6 7 -9 -10 10 -12 -13 13 -15
leaf_value=0.0015727162991177263 -0.095188151469491292 -0.018998985153274917 -0.036973701068439897 0.003086317469102073 0.024747950679644724 -0.063362392347449045 0.11820662323959293 -0.01070622787598878 0.019583071056944637 0.0048441396198137567 0.39096512161827357 -0.078472761341201305 -0.073316235919314007 0.14042363969113841
leaf_weight=4915.1193515599152 54.185862986574648 95.995968011004152 408.49987138767028 691.33590590095264 692.14767211483559 132.98597999360936 36.902889525634237 45.336507244734094 64.218754449524567 3.9350406776648006 1.2660673093632793 68.309905686241109 40.147907169477548 8.4424761689151619
leaf_count=50424 3553 2453 3512 6210 5064 2083 175 268 1778 111 76 1345 3332 169
internal_value=0 0.000758951 0.00177264 -0.0117927 0.00443341 -0.0267064 -0.0117803 0.0471402 -0.0363516 -0.0393508 0.0988347 -0.0437251 -0.0672901 -0.0361794
internal_weight=0 6876.61 6707.1 1099.84 5607.27 382.22 279.444 82.2394 197.205 169.507 5.20111 164.306 102.776 48.5904
internal_count=80553 69195 65210 9722 55488 11358 4304 443 3861 3985 187 3798 7054 3501
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=15
num_cat=0
split_feature=93 9 65 3 41 41 111 28 9 47 69 46 79 40
split_gain=26.6849 52.0967 37.6431 54.7044 38.7232 29.5947 35.0204 38.3753 25.6531 24.0197 21.1222 30.2811 16.4957 10.1589
threshold=0.43713985807641392 3.3063412532796543 0.020288491552800925 508.43274726148223 2.5154702086219345 0.15733701768971245 9.7956192154601016 1767.4903016102701 2.4611700902419122 0.0287464212682484 0.70336633839331364 0.35937243515135148 1.0169947451050529 0.022565279271418371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 10 3 -3 -4 9 8 -8 -7 13 11 -2 -11 -1
right_child=1 2 4 -5 -6 6 7 -9 -10 12 -12 -13 -14 -15
leaf_value=0.19628299549044284 0.0028373899137003993 0.012179593219907657 -0.040164712789773037 0.64370282932283374 0.031032905242438333 -0.048638132881531258 -0.041365889494014117 0.046670381362839686 0.016931874986141071 0.091708404497073737 -0.052017637369375661 0.066314767176958223 -0.017212614438536063 -0.071227734271369511
leaf_weight=1.4420055956579734 1680.4631118914695 179.78142199129798 775.84962266229559 1.3821966018294904 84.73349586018594 61.496313493233174 226.61017167032696 63.357613115251297 2004.9924751181388 18.176722853444517 65.832124340755399 78.668882454221603 59.153807182796299 91.362564198789187
leaf_count=35 15488 4463 18128 182 1476 717 6941 946 23451 142 3401 923 796 3464
internal_value=0 -0.00659022 -0.0244329 0.0169978 -0.0331546 0.00750595 0.010414 -0.0221301 0.0149806 -0.0327724 0.00359492 0.00567612 0.00838953 -0.0670711
internal_weight=0 2866.71 1041.75 181.164 860.583 2526.59 2356.46 289.968 2066.49 170.135 1824.96 1759.13 77.3305 92.8046
internal_count=80553 44061 24249 4645 19604 36492 32055 7887 24168 4437 19812 16411 938 3499
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=15
num_cat=0
split_feature=78 34 80 69 106 64 78 79 93 78 37 67 63 10
split_gain=19.2005 27.8015 42.6393 27.0474 31.2559 30.2271 21.6875 35.4073 115.237 34.0408 21.8985 12.5124 9.06622 8.57728
threshold=1.0156122601762347 12.682804919054318 0.2821874496381232 0.057913418730425902 11.508735170300323 0.01338355909737105 1.0246052848711797 1.0242926621329114 0.33156103520263019 1.0223808958889418 39.660463141534741 0.081635554066669336 0.009608414426318353 1.8459815439416933
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 7 9 -9 -2 11 -8 -4 -12
right_child=6 3 12 4 -6 -7 10 8 -10 -11 13 -13 -14 -15
leaf_value=0.86675570141712499 0.0050528800313648899 0.028142690839095361 -0.039391494260114707 -0.033977278589655942 0.022150350994173881 0.2941801605713863 -0.020409781653928632 0.22330717238126879 -0.00342108069502523 -0.024652901574507547 -0.014776141249230669 0.10943369076106919 0.068353798424524367 -0.076406515137185577
leaf_weight=0.6427916781976809 3817.5332354294369 32.661866516107693 9.7418904381338489 569.2324050917523 120.15842131304089 4.9132721181958905 16.264928001910452 30.914072539657354 81.558941608294845 429.12357630557381 32.273852866375819 13.650168743915854 39.37357104383409 75.196621071314439
leaf_count=20 43889 1337 535 19260 1878 103 818 616 2637 6612 493 77 440 1838
internal_value=0 -0.0147415 0.0575729 -0.0196912 -0.0241944 0.0629294 0.00228491 0.00351784 0.0588969 0.00205112 -0.0368348 0.0388374 0.0469829 -0.0578986
internal_weight=0 776.724 49.7583 726.966 689.391 37.5751 4496.52 4359.13 112.473 4246.66 137.386 29.9151 49.1155 107.47
internal_count=80553 23573 995 22578 21138 1440 56980 53754 3253 50501 3226 895 975 2331
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=15
num_cat=0
split_feature=83 70 79 108 93 37 37 21 37 97 26 79 44 32
split_gain=17.3087 20.0916 18.4958 24.9625 18.7597 8.14595 8.14215 2.24037 10.1051 3.10661 1.14212 0.977375 2.94632 0.870696
threshold=13.359316733472427 191.09316317183291 1.0238914613375913 7.9871115874538754 0.71756621185996428 464.3134813589017 190.20855420154246 21.140440168822963 47.289129839781964 5.1093395594641402 16462.069716951195 1.0126734513121625 25.662131615923041 69.500178456590973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 8 9 -2 -7 12 -9 -13
right_child=7 5 3 -5 -6 10 -8 11 -10 -11 -12 13 -14 -15
leaf_value=0.0001697227535374179 -0.077072417301620497 0.098841148155046368 0.0026872483963672972 -0.026780733802643997 0.012435792535434599 -0.078999121092144353 0.27805454889446213 0.057476740862599657 0.34619296913581987 0.14284200420617366 0.037165265541349558 -0.087971935022310196 -0.084544991821437793 -0.022540477964572397
leaf_weight=9671.9201097650221 5.7047218119259915 11.175570505904036 594.33029677602462 556.76057855878025 1431.3751450430136 2.0398351703770454 3.2789255930110803 2.1168025434017173 0.7062249407172202 0.72387033700942982 1.4466236066073177 25.523868431220766 4.7130120936781168 2.2098053928930304
leaf_count=60286 304 53 5048 3145 10675 34 33 8 15 7 15 799 88 43
internal_value=0 0.000654923 0.000500105 -0.0115658 0.001751 0.106402 0.139495 -0.0638821 -0.0128647 -0.0523097 -0.0307995 -0.0744135 -0.0405274 -0.0827584
internal_weight=0 12272.3 12254.4 1151.09 11103.3 17.941 14.4545 41.6983 7.13482 6.42859 3.48646 34.5635 6.82981 27.7337
internal_count=80553 79289 79154 8193 70961 135 86 1264 326 311 49 938 96 842
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=15
num_cat=0
split_feature=73 60 103 89 65 51 79 57 51 49 57 79 73 54
split_gain=26.4759 38.0051 33.3979 58.0725 50.1951 22.263 19.5504 36.4035 15.1033 13.9296 13.8158 12.5071 6.59303 2.40968
threshold=0.39107058365266389 1.2211009301680622 0.65372535252106301 0.50666168749904472 0.009878189731652191 0.0015701510420781859 1.0165030898171767 0.0075949092315410888 0.00013360528378535884 0.40202347063181026 0.0056628783095903504 1.0176756828007463 0.58198491272423192 0.22105856542384597
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 10 -8 -3 13 -1 -11 -10 -7
right_child=1 8 3 -5 -6 9 7 -9 12 11 -12 -13 -14 -15
leaf_value=0.046002206662480949 0.041316947638599784 0.065403638637171344 0.032463286582814992 -0.0025564522525824466 -0.030031065256853715 -0.075097610953113278 -0.0096819014925744219 0.061898252326613029 -0.22895369736284188 0.060567221493827567 -0.00899135443964812 -0.10939863404364117 -0.093614353340639125 -0.138742281931305
leaf_weight=299.14055462146644 113.79647913150256 5.8606151817366472 523.07636545153218 4998.8720584964758 738.61756450971006 12.955629900738133 330.66080359669286 90.493109208036913 3.9170416942797592 14.063135404721836 53.916648202110082 6.2551712756685438 44.39510510173568 10.999637226399498
leaf_count=2721 1569 70 4576 43456 20250 1307 3112 503 28 185 587 104 1827 258
internal_value=0 -0.00279191 -0.00208309 0.000760855 -0.0205062 0.0163041 0.0202481 0.00569849 -0.0861971 -0.0526633 0.0376039 0.00824172 -0.104587 -0.104322
internal_weight=0 6428.54 6374.36 5521.95 852.414 818.485 774.211 421.154 54.1728 44.2736 353.057 20.3183 48.3121 23.9553
internal_count=80553 71776 69851 48032 21819 8777 6923 3615 1925 1854 3308 289 1855 1565
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=15
num_cat=0
split_feature=69 76 13 87 111 53 9 103 73 51 11 76 73 7
split_gain=21.1832 36.2097 30.2116 30.201 30.5496 26.8576 33.0729 26.5949 25.5124 25.2197 19.2181 19.195 18.2428 16.4958
threshold=0.2069843115834625 577.50000000000011 0.34369935738167579 401.83627663994127 5.913574680342168 0.02632851184119395 2.5777534629167769 0.48196055619156547 0.24563514664130984 0.00050267351192430745 3.4880794894488094 1155.5000000000002 0.8319426388529052 3.8663212426762352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 6 -2 8 -3 -4 -7 -9 -1 -6
right_child=3 7 9 4 13 10 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.016057240448739889 -0.33301491492756524 -0.05562979332178123 -0.042523342922893191 0.047755054627581256 -0.049673201494847677 -0.011617875064762619 -0.038140635650417087 0.001166259128697709 0.062647298468656701 -0.0030997821534249938 0.044039280421621148 0.035389508624050769 0.035295191642627434 0.0083686973644241085
leaf_weight=89.334441835817415 3.852561578154563 20.083388101309538 176.92851938394597 169.88032508315518 66.988746249116957 1070.3664264481049 299.45835074095521 511.24448774271877 198.34960909653455 1958.0451627406292 65.85674882348394 241.21180816541892 306.60600123484619 181.99369157484034
leaf_count=4733 75 195 11417 2030 1749 12888 4090 6058 2723 20790 684 3044 4332 5745
internal_value=0 0.00463635 -0.00166179 -0.00857268 0.0150602 -0.0154492 -0.041886 0.0210544 0.0517725 -0.00636687 -0.00839192 0.0121371 0.0237087 -0.00724748
internal_weight=0 3501.8 2530.91 1858.4 418.863 1439.53 303.311 970.889 218.433 2134.97 1136.22 752.456 395.94 248.982
internal_count=80553 53292 41272 27261 9524 17737 4165 12020 2918 32207 13572 9102 9065 7494
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=14
num_cat=0
split_feature=13 13 9 49 79 19 64 24 17 36 49 13 97
split_gain=21.8007 19.0976 19.3598 37.1369 28.1346 17.2095 16.2753 8.92691 8.16362 5.87008 1.95969 1.22524 0.0268421
threshold=0.21831050137833535 1.4914216012506707 2.9528261779069038 0.54422321198905677 1.0195088731735813 0.16767877658183664 0.021901901461699669 5.0772226605187347 0.14422010176389494 5.7910496312108899 0.31799134141230262 0.13927662037492786 2.4725719217449158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 11 -7 9 -9 -3 -8 -1 -13
right_child=1 7 3 -5 -6 6 10 8 -10 -11 -12 12 -14
leaf_value=0.095170399855628904 0.016189598050190632 0.01940570759080984 -0.0028452153465000612 -0.044276437476397527 -0.016671583157890479 0.57543087801478854 0.022254370220668843 -0.089061271630165625 0.069574734957167206 -0.16279894156027377 0.084590582688104182 -0.036731581413043439 -0.075780115667342482
leaf_weight=0.44539031386375327 1082.9556953809224 4.3272775746881953 3462.0640425228048 230.76739268610254 343.0784388044849 0.66473325341939826 5.717797238379716 3.4210871756076804 62.665771265979856 2.9898658180609345 42.746664054924622 0.17982417345046897 8.362144884420557
leaf_count=1 13404 22 57141 1413 5738 6 77 15 565 29 1451 6 685
internal_value=0 -0.000886399 -0.00161265 -0.00543428 0.00828378 0.0607025 0.0839769 0.0497588 0.0613627 -0.0550451 0.0772362 -0.0665269 -0.0749581
internal_weight=0 5192.27 5118.87 3692.83 1426.03 58.1166 49.1292 73.404 66.0869 7.31714 48.4645 8.98736 8.54197
internal_count=80553 78327 77696 58554 19142 2226 1534 631 580 51 1528 692 691
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=14
num_cat=0
split_feature=72 107 57 49 77 1 45 61 79 1 1 46 72
split_gain=17.0629 18.4429 17.8265 22.6306 19.7893 19.7763 30.369 17.3009 12.4786 8.35522 7.85058 6.76465 2.37301
threshold=13.965310355410189 81.471400279068902 0.3408319444524282 0.66738517198916403 1885.8333333333335 1.1374730665218773 12.08588407656625 0.053733763057243769 1.021197732683822 20.785678956175165 33.054611053803889 0.0037759810293342385 0.015159396653694037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 7 -5 12 -7 -1 9 -3 11 -2 -4
right_child=1 8 5 4 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00080904850843244711 0.13405188367721158 0.0018356263261909431 0.1803739799230096 -0.050128900856019877 0.087401571379244467 0.21310285291192155 0.036683869708326253 0.0090508813778303818 0.24040721007074764 0.19182341878896766 0.11375042972030505 -0.039111605468976761 -0.069648417323107448
leaf_weight=9597.14294486586 2.2802676521241656 15.832907022908335 0.38894111150875943 130.75368240277749 11.372418865561484 10.888377835974095 93.949653446208686 2184.6966969181085 3.309482359327375 2.7111263889819375 3.4986122399568549 211.69323804404121 15.829590533860026
leaf_count=61327 9 275 13 1929 60 109 852 13528 31 20 22 1533 845
internal_value=0 -0.0260368 0.000928411 0.000540785 -0.0391242 0.0391092 0.0550066 0.00101927 0.0615345 0.0296117 -0.0348367 -0.0372662 -0.0636526
internal_weight=0 239.326 12045 11924 142.126 121.057 104.838 11781.8 21.8535 18.544 217.472 213.974 16.2185
internal_count=80553 1890 78663 76844 1989 1819 961 74855 326 295 1564 1542 858
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=12
num_cat=0
split_feature=95 97 95 95 42 111 13 9 9 9 76
split_gain=25.7165 28.2203 41.322 37.0183 71.3062 46.5706 28.1997 16.9291 1.22145 9.84389 0.0699042
threshold=0.079636236702387148 8.480453123270193 0.0045622029934872027 0.023984670976590895 0.066010685037250535 5.2602056874787744 0.32974304497674645 12.815205533921187 3.372874117838661 3.3063412532796543 257.50000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -4 8 9 -2 -10
right_child=7 2 6 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.01085748654260771 -0.075622746791732254 -0.28030522353514414 -0.021979570222590381 -0.040381798461358455 0.0099197370726161974 -0.0075818612741830778 0.036579075262203602 0.093708825796612036 -0.085594809898076218 0.20962724560147139 -0.07744289756238304
leaf_weight=2722.642752522137 11.303363451312178 4.4729377701878539 102.61041055992246 639.12868951342534 504.08472284140589 2756.3001986013405 414.16515779495239 6.6624718126840881 13.954875976545734 1.3548118692706328 42.727078174779308
leaf_count=16660 2958 36 438 22337 15646 16883 1897 34 195 57 3412
internal_value=0 -7.06874e-05 0.0223323 -0.00183409 -0.018202 0.00158118 0.0249517 -0.0585484 -0.0731778 -0.0450923 -0.0794499
internal_weight=0 7143.4 521.249 6622.16 1143.21 5478.94 516.776 76.0026 69.3401 12.6582 56.682
internal_count=80553 73897 2371 71526 37983 33543 2335 6656 6622 3015 3607
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=15
num_cat=0
split_feature=93 85 97 16 73 42 97 97 97 79 79 111 110 99
split_gain=22.3128 38.8463 45.8071 48.7598 36.0821 35.7957 30.0646 29.6257 25.4767 50.6397 37.0194 25.2878 43.1222 21.2911
threshold=0.43713985807641392 0.20087013901949743 3.3403880254154847 0.6260071058838238 18.412103382795898 0.081901538667850785 3.3594484597651819 2.0372031571971756 1.8930742539852934 1.0210771849264304 1.0244270578812975 5.2092298561018664 7.577120083689258 13.864468893916891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 7 -4 5 -2 8 -3 9 -1 -10 -8 -13 -6
right_child=1 2 3 -5 13 -7 11 -9 10 -11 -12 12 -14 -15
leaf_value=-0.025584121921526815 -0.012380641258160165 0.01155746873151952 0.089370588026450093 -0.050080124052207388 0.15404655817756793 -0.056749169267716719 -0.041342658669735154 -0.01497750265592405 0.022842445117700845 0.05776468767728974 -0.049594630131155698 0.04432188176521492 -0.025308096015718685 0.7057129810523769
leaf_weight=348.32185212016338 768.86979451205116 834.00628204923123 109.22613856079988 32.54471251135692 3.2234564649406812 238.16144833923317 204.02479985565878 849.16080801584758 1415.7016920063761 92.186182380653918 74.252150906715542 148.04879081086256 222.78056461137021 0.89351180172525335
leaf_count=3828 17627 12972 1239 821 57 5370 6372 5937 12539 1063 810 2770 9110 38
internal_value=0 -0.00594304 0.00276856 0.0573585 -0.0216659 -0.0228737 0.00700826 -0.00182947 0.0129861 -0.00814151 0.0192325 -0.0130664 0.00249077 0.273776
internal_weight=0 2836.09 1824.94 141.771 1011.15 1007.03 2505.32 1683.17 1930.46 440.508 1489.95 574.854 370.829 4.11697
internal_count=80553 44061 20969 2060 23092 22997 36492 18909 18240 4891 13349 18252 11880 95
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=14
num_cat=0
split_feature=13 78 15 80 79 69 43 18 43 48 51 89 51
split_gain=19.7488 18.9578 41.4674 27.3857 28.0834 25.8135 15.7967 15.2575 14.572 7.02028 1.77806 1.18716 0.000312236
threshold=0.21831050137833535 1.0169021068173663 0.82706086073824869 6.2983942899359038 1.017603189567881 0.057913418730425902 1.1677083195835698 0.21202127588534206 0.12419886859245692 0.13018609669358458 0.00025493666316527165 0.25702668949002933 0.00015140562466944583
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -3 -2 -5 11 -4 -9 -11 -1 -13
right_child=1 3 8 6 -6 -7 -8 9 -10 10 -12 12 -14
leaf_value=0.048381861948890811 0.058616930165387861 0.019078646577159363 0.11360975096542954 -0.073634653390189667 -0.00073716871572847135 -0.019042983318227569 -0.010942712571845994 0.31238677046783819 0.020410653980667888 0.01234676844133893 0.082257492061983573 -0.075440733498713206 -0.07711988074937319
leaf_weight=0.85704034497029891 44.216123409569263 1030.2226846957346 18.013007682748139 67.203686337918043 2338.8866703278618 1337.2567629953264 99.997407155111432 1.2926426017656911 244.35698483488522 3.9964806316420427 40.554118037689477 6.2990200575441122 1.3436201777076346
leaf_count=17 1863 8783 132 202 32455 31678 735 21 2479 88 1420 625 55
internal_value=0 -0.000762771 -0.00963572 0.00336179 0.00532221 -0.0165574 -0.0361407 0.0598361 0.0268092 0.0826518 0.075986 -0.0632209 -0.0757359
internal_weight=0 5180.15 1643.84 3536.31 3369.11 1381.47 167.201 54.3429 262.37 45.8432 44.5506 8.49968 7.64264
internal_count=80553 78327 36152 42175 41238 33541 937 2226 2611 1529 1508 697 680
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=15
num_cat=0
split_feature=97 1 1 83 79 77 81 105 77 105 6 111 57 8
split_gain=15.665 18.5441 30.6113 42.7273 30.9184 25.3657 25.1246 16.5882 9.05914 12.9712 33.2912 10.7748 2.10121 0.358176
threshold=1.2760918443357456 6.9014279799243541 14.502313370894337 0.22424246538076062 1.0144274153731587 2028.5000000000002 0.58212166839495805 65.734440506288195 571.83333333333348 12.260488122193655 0.74666117848666591 35.240445554033336 0.0048628350633045372 6.633418657168046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 12 10 -10 -11 -1 -14
right_child=1 2 4 -5 -6 7 -8 -9 9 11 -12 -13 13 -15
leaf_value=0.14068406594513172 0.012932801861386598 0.0096696229662864841 0.020189351499779823 -0.012439109500711837 0.00022813057043801879 -0.060207971099372495 -0.020320118052512954 0.11084500578113254 -0.032008594055762819 -0.060661639012938563 0.11356506678254333 0.14536606514100647 -0.076533053465233175 -0.035441157518303935
leaf_weight=0.46069665579125185 2386.7305662729777 1160.0194320031442 983.78682497749105 3546.8977656676434 3673.2694096185733 74.459636044222862 251.12282004125882 6.1366683219093821 53.943027143832296 57.909358320524916 22.164337379392236 2.6547615024028337 36.501287565333769 2.2520894575864068
leaf_count=26 16408 7423 5516 19490 19840 551 4243 85 1874 2168 424 214 2257 34
internal_value=0 0.00080763 -0.00130322 -0.00699041 0.00444487 0.00807866 0.00976713 -0.0471839 -0.0292524 -0.0170958 0.010386 -0.0516306 -0.0716212 -0.0741451
internal_weight=0 12082.4 9363.97 4706.92 4657.06 2718.45 2637.85 80.5963 175.886 136.671 76.1074 60.5641 39.2141 38.7534
internal_count=80553 73556 52269 26913 25356 21287 20651 636 6997 4680 2298 2382 2317 2291
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=15
num_cat=0
split_feature=77 9 1 103 89 49 78 91 49 78 67 84 91 45
split_gain=25.8902 26.0498 45.4404 57.9092 52.5315 36.3518 34.1824 31.1817 18.7427 20.7908 19.0734 3.54443 2.37043 0.115013
threshold=1885.8333333333335 11.586469098516188 15.156784971764553 1.0566905364135628 0.71536700160501454 0.16453991026432957 1.0170246263408462 -0.096542237972339032 0.15944750201775518 1.0246204784477202 0.013157736007809772 0.032715351885424578 0.11910587791205678 73.579689910113331
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 13 -11 -10 -13 -2
right_child=8 5 3 -5 -6 7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.0064055796407514083 -0.082243554439880961 0.0088241743935167684 0.012589278889869979 -0.022025511040148688 0.018850501345872791 -0.083656110067185624 -0.046334545893848118 0.034892716814018537 0.021979293157778503 0.13174758259344263 -0.086800619009173172 -0.09828199450853875 -0.044793043638321012 -0.11760147891280259
leaf_weight=1846.0835331426497 13.364950112882067 503.97269965009764 654.54034735524328 1847.4556569931883 1486.8242971061118 23.050393532845192 144.58201220678166 592.57288899508421 2.9959805072285226 14.770671027014034 5.4729570084018624 50.257058198927552 9.920580345016786 0.98797585972352031
leaf_count=33509 617 2370 5036 11928 21724 141 791 2920 16 94 309 712 368 18
internal_value=0 3.48435e-05 -0.00278476 -0.01297 0.00486127 0.0130489 -0.00347233 0.030454 -0.0517777 0.00738732 0.0726621 -0.0841789 -0.0894641 -0.0846774
internal_weight=0 7099.08 5834.9 2502 3332.91 1264.18 648.555 615.623 97.7702 34.5966 20.2436 63.1736 60.1776 14.3529
internal_count=80553 78419 72197 16964 55233 6222 3161 3061 2134 1038 403 1096 1080 635
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=15
num_cat=0
split_feature=1 93 1 9 103 9 4 1 76 91 58 9 11 33
split_gain=20.5872 23.6757 35.1186 61.4783 37.9345 29.5476 39.7448 30.7962 5.15934 5.41616 4.52125 2.27376 0.497154 0.671197
threshold=28.181028257257662 0.27873804252873319 8.8031778255376718 5.361488397553738 1.1551095744813573 3.5597914967082729 0.072113700295929131 7.2294534651180209 2088.5000000000005 0.57595370614147556 0.036956449902268013 7.2610876013689341 6.9991706766120361 11.32753205069266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 9 11 -11 -2 13 -10
right_child=8 5 4 -5 -6 6 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.0053091927552897308 0.15361512429330429 0.0023793317530077952 0.051664591484445681 -0.17968354093285133 -0.00068759079649917453 0.21347457924037544 -0.011367315635491851 0.04479801737592163 0.093133301253911366 0.2166028617314443 -0.077037404357576222 -0.078682964203575512 0.10937152060178484 -0.07613142494721728
leaf_weight=84.011513574630953 0.42516708746552367 2289.1024690228514 310.23705170722678 22.850580526865087 249.89871132973349 7.8912112750113002 2114.6078738181968 184.9834755056072 0.52953958511352484 1.1841276320628815 0.94109536410542194 47.046225286467234 1.6203599795699117 0.42014250450301915
leaf_count=779 6 24514 4289 352 4789 36 39057 1353 3 9 57 5252 9 48
internal_value=0 0.000679611 0.0182858 -0.0342483 0.0283082 -0.00187518 -0.0105314 0.00555091 -0.0624515 -0.0696104 0.0865725 -0.0766024 0.0757003 0.01825
internal_weight=0 5263.58 666.998 106.862 560.136 4596.59 2122.5 2474.09 52.1667 49.5966 2.12522 47.4714 2.57004 0.949682
internal_count=80553 75169 10209 1131 9078 64960 39093 25867 5384 5324 66 5258 60 51
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=10
num_cat=0
split_feature=83 30 75 111 105 12 48 93 32
split_gain=17.7831 55.6981 29.793 30.6276 29.4596 15.295 13.6825 25.3815 11.0962
threshold=0.067820811031908471 0.62039657989658048 0.83235417890254393 0.58817722432113084 10.178234391531737 0.15441908891247866 0.12410729168098368 0.45753276807675308 10.806075872969929
decision_type=2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 7 -7 -8
right_child=1 2 4 -5 -6 6 8 -9 -10
leaf_value=0.3501742274543323 0.36471471198709565 -0.0058406185202354169 -0.035047045515901674 0.052797256644280893 0.0002595305951188624 0.82494581315730542 -0.088121600240980952 0.042364700768999571 -0.021145969776531926
leaf_weight=0.99323478527367015 4.2027562344446769 154.13957533519715 249.44846488337498 211.02235316997394 4493.263564946712 0.4438071227632453 47.768001378513873 6.2625103394966573 51.304810101864859
leaf_count=5 37 1360 10962 3079 61616 24 1896 205 1369
internal_value=0 0.000821123 0.000521712 0.0280455 -0.00159746 -0.0404136 -0.0440811 0.0941539 -0.0534383
internal_weight=0 5112.08 5107.87 365.162 4742.71 106.772 105.779 6.70632 99.0728
internal_count=80553 77054 77017 4439 72578 3499 3494 229 3265
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=15
num_cat=0
split_feature=41 62 49 1 49 43 62 55 110 49 20 71 103 108
split_gain=16.6005 46.5436 26.1475 23.4307 20.6838 23.6404 20.7382 18.4228 14.055 15.2995 39.0011 13.6515 17.8409 11.6529
threshold=3.1779614648869665 2.229262446847498 0.51435171733669116 6.0199161247160857 0.66738517198916403 0.22767847875778088 0.055055703085900493 0.80164758004368741 7.7672929227460488 0.57992489402977709 21.892795242112047 81.187242629603062 4.4987010487741426 4.5241016477904967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 -4 9 13 -11 12 -10 -2
right_child=8 2 7 -5 5 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.0019114350324443469 0.12628622987569402 -0.04593752367272981 0.20247233373230281 0.081917843023244188 0.039313729680005016 -0.058870519876802509 0.0072891836257353336 0.039498530435029829 -0.067747319057802596 -0.075925837605753707 0.45162986823178275 -0.069006158858009523 0.0076603952310603856 -0.082255744116084786
leaf_weight=8113.1841869521886 2.7950087925419203 22.944193403236568 20.325281659606848 38.192110363394022 31.404204964637756 111.91443381214049 3509.5832542189164 10.529470967827363 36.473995122127235 4.5649710376746944 2.0220459583215415 35.465129680116661 224.4359859994147 64.815776218660176
leaf_count=54544 26 134 126 148 500 1580 18650 120 252 69 29 903 3074 398
internal_value=0 0.000955142 0.0718094 0.0339343 0.000401181 -0.0373562 0.000866762 0.146856 -0.0205383 -0.0594611 0.0860203 -0.010794 -0.00288125 -0.0736347
internal_weight=0 11858.1 91.9911 61.1363 11766.1 143.319 11622.8 30.8548 370.573 74.1978 6.58702 296.375 260.91 67.6108
internal_count=80553 75802 528 282 75274 2080 73194 246 4751 522 98 4229 3326 424
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=15
num_cat=0
split_feature=64 71 43 99 85 58 42 105 85 99 16 85 73 59
split_gain=26.0566 77.6987 74.5 51.7267 55.5216 43.2308 42.0485 44.284 35.2761 32.1236 17.1653 16.9237 5.55122 13.8084
threshold=0.042945816687573114 22.070175664142585 0.096711136313940349 0.71884197200783395 0.11868781084443893 0.090110121345447131 0.10639701950498948 34.118790111846927 0.11962233396917844 2.3551531389431513 0.20054766151908651 0.040325595035411603 1.0255830098197312 0.0051599403441587822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 5 10 -5 8 9 -8 -1 -3 -4 -7 13 -2
right_child=1 6 3 4 -6 11 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0029222304916959154 0.044679510876822155 -0.046003038863853873 0.061989866619303405 0.019153463385636754 0.086235187516638515 -0.39345008875219101 0.031828228318555113 -0.021652962189547112 -0.020433309821546859 0.015595866720870759 -0.095777759401095078 -0.084106894613479768 -0.07067163384494568 -0.06884030862602894
leaf_weight=4484.1852134569926 15.576566770439966 278.74014981597429 8.5102894994197396 307.12665672504227 206.23254884872586 1.8393833115696896 451.26461577316513 235.69046526547754 755.67872896803601 121.58963686111383 36.363091884413734 45.918266385851894 201.06894282845315 34.332822257041698
leaf_count=27110 318 1503 166 1762 1359 9 3394 6520 22061 1322 1912 501 11657 959
internal_value=0 -0.0131099 0.00235874 0.0371025 0.0461023 -0.00130927 -0.00153322 0.0134791 -0.000446041 -0.027294 -0.0658569 -0.0960212 -0.063262 -0.0334111
internal_weight=0 1338.26 5845.85 558.233 513.359 5287.62 1087.28 686.955 5239.86 400.33 44.8734 47.7576 250.978 49.9094
internal_count=80553 25673 54880 5199 3121 49681 12739 9914 49171 2825 2078 510 12934 1277
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=14
num_cat=0
split_feature=47 55 77 111 9 11 57 55 51 64 11 0 12
split_gain=19.1678 19.6865 33.106 56.5194 21.471 32.1494 15.9646 10.0592 5.23089 4.27056 1.31706 0.621229 0.117278
threshold=0.0046032835027784965 0.086525810894453395 614.50000000000011 1.6098669200705038 9.5871819504684108 3.6369440156464834 0.0020583857358830813 0.096757997381117497 0.00080535126147196164 0.0098996193511628212 6.9991706766120361 21.934086750841821 0.22179138686519864
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -4 -6 10 -10 12 -12 -1
right_child=1 4 6 -5 7 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.10376195493401051 -0.046408667418806802 -0.0062466481873722449 -0.10043139126089567 0.0083316057967695503 0.026846452935332572 0.030727767711538075 0.034282859901800869 -0.0644156796472663 0.14962365159213439 -0.069711297516647494 -0.27212561509815542 -0.075081166278871916 -0.07841032024433893
leaf_weight=1.936816538684069 215.43241037079133 2711.3384794863814 8.9713558448711392 1515.4097273045918 14.158090085955335 257.49726378783816 452.45410683518276 82.193881455197698 1.8534740125760429 1.7036631507799027 0.53239530324935813 0.22874671214958653 31.539400702400599
leaf_count=219 3188 34254 281 24685 672 3166 6433 4058 24 23 1 97 3452
internal_value=0 0.000627554 0.00786322 0.00151826 -0.0045475 -0.00303973 0.0316637 -0.0510055 -0.070843 0.0445749 -0.0828345 -0.212908 -0.0798771
internal_weight=0 5257.46 2192.27 1730.84 3065.19 2968.84 461.425 96.352 37.7945 3.55714 34.2374 0.761142 33.4762
internal_count=80553 76737 34587 27873 42150 37420 6714 4730 3816 47 3769 98 3671
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=14
num_cat=0
split_feature=13 13 1 37 9 95 97 81 8 73 97 28 73
split_gain=17.9214 17.8171 39.4305 68.6309 22.796 18.5839 12.8483 10.7683 8.56365 2.81148 2.62331 0.366263 0.0834425
threshold=0.20951226785523377 1.0777080726868318 1.9383110932630609 23.125303655119144 13.075711856428317 0.13155153766276242 5.2747769321613527 0.28022920028593223 2.807047858490948 3.4812854844471066 5.8070367595842525 67.069253219950426 1.8180363444807774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 5 -2 -4 9 -6 11 12 -1 -9
right_child=1 2 6 -5 8 -7 -8 10 -10 -11 -12 -13 -14
leaf_value=0.058518271961740177 -0.0020624954819156525 -0.1166911179508114 0.047145724794750404 -1.4853417001042071 -0.19230824126510487 0.02931588972848656 -0.048205557187377533 0.088180183877063889 -0.045090758667160738 0.077727925336716269 0.18535514622632054 -0.078024857513896081 0.076790359844386619
leaf_weight=0.20317162177525361 4707.6458670942229 2.020659120753407 145.56586704403162 0.44752753782086063 4.1451702564954749 196.62818706827238 15.651036671362816 8.7742012897506338 84.484257763484493 1.5367774209007619 2.5376992262899867 5.9385887056123465 24.096605997066945
leaf_count=9 72147 100 1047 14 12 1442 420 79 3463 23 9 520 1268
internal_value=0 -0.000648483 0.0318161 -0.364853 -0.00171279 -0.000804435 0.037889 0.0641134 -0.0519761 -0.0432397 0.0873935 -0.073508 0.0798306
internal_weight=0 5156.59 163.685 2.46819 4992.9 4904.27 161.217 43.087 88.6294 7.67854 35.4085 6.14176 32.8708
internal_count=80553 78645 1581 114 77064 73589 1467 1908 3475 552 1356 529 1347
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=15
num_cat=0
split_feature=51 79 41 93 13 51 64 22 9 69 19 47 93 78
split_gain=15.1814 18.1241 83.8354 66.6486 30.0278 23.1061 27.3073 17.5677 13.9238 10.1453 7.67228 22.3329 2.98762 1.37823
threshold=5.809377640749304e-05 1.0126734513121625 0.1902680801980931 0.48827588492682955 0.45130126795774667 0.00011501233261313872 0.0034693084010149981 1607.5928182326968 3.8167614167898303 0.18078735968388715 0.057770186087225305 0.0054228261468189003 0.14606830146176378 1.0145333445364195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 6 -3 -7 9 13 11 -10 -12 -1
right_child=1 5 4 -5 -6 7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=-0.081176430529937726 0.42992531987420241 0.20794106577958385 0.07368022589397609 -0.081960827026312341 -0.01220321663470933 7.7414518178068326e-05 -0.031020653102850973 0.020540513485793492 0.3980886632227546 0.17953089994127044 0.052681111765481493 -0.079016148311264786 -0.062416219520761755 0.034254403916305458
leaf_weight=2.4891939796507341 8.816822446882723 4.8603755459189406 58.488306500948966 3.5748964548110953 133.93398116668686 11171.768937239249 297.09297419339418 435.90983290108852 1.4499869197607029 4.7324433401226997 2.321833297610282 3.0340274777263403 78.64037458691746 1.7698169983923433
leaf_count=22 54 20 553 10 754 71891 3174 2507 9 19 48 50 1421 21
internal_value=0 0.000642696 0.0301375 0.282251 0.0139017 0.000135464 -0.0271742 0.000845877 -0.0396076 0.0787614 -0.0520635 0.0752643 -0.0591155 -0.0332096
internal_weight=0 12114.4 204.814 12.3917 192.422 11909.6 301.953 11607.7 94.4377 8.99145 85.4462 4.48401 80.9622 4.25901
internal_count=80553 78963 1371 64 1307 77592 3194 74398 1590 62 1528 59 1469 43
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=15
num_cat=0
split_feature=12 51 23 103 75 60 60 51 21 12 60 95 69 43
split_gain=24.7146 28.5257 24.6391 22.0513 30.9193 21.4892 28.834 26.3285 12.5451 10.7026 9.14815 6.01355 5.28619 6.39354
threshold=0.23290490719724868 0.00026895197538460199 102.04055807465537 0.51844243252559552 3.309180270393608 1.2211009301680622 0.82580365936138811 0.00014234003035346984 172.90398338532881 0.15441908891247866 0.06408866735183448 0.0023150001285869499 0.4790434570655932 0.091009204692946835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 8 -5 6 -4 -7 -1 11 -11 -3 -2 -14
right_child=2 9 5 4 -6 7 -8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.11278414884571149 -0.061229706317615928 -0.32850224361412783 0.0021852782006844414 0.057927049172673696 -0.010763540775382156 0.0738808360677536 0.10166884222740516 -0.094750999945815734 0.080301049214687767 -0.028746211685815294 -0.095023101962622328 -0.085101810199405201 0.060461595079273678 -0.047471218629598987
leaf_weight=23.731367254629735 75.107653911152738 1.0457426102366287 6289.1445777810877 89.260225897654891 246.47846696572378 11.701501577626912 29.269714044901775 44.349160402009147 3.9208736885339013 258.99487431321177 22.647238029472646 34.585643007769249 8.8114133999333735 14.552187130437231
leaf_count=117 16306 13 50398 619 1812 156 438 1062 38 3034 1218 1417 314 3611
internal_value=0 -0.0186994 0.00133245 0.000429093 0.00749869 0.00209927 0.00264613 -0.0595463 -0.0854062 -0.0406084 -0.0340756 -0.0922453 -0.0483073 -0.00676514
internal_weight=0 680.664 6472.94 363.391 335.739 6374.46 6318.41 56.0507 27.6522 317.273 281.642 35.6314 98.4713 23.3636
internal_count=80553 8268 72285 2586 2431 52054 50836 1218 155 5682 4252 1430 20231 3925
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=14
num_cat=0
split_feature=69 8 62 41 41 60 64 48 37 30 12 18 58
split_gain=19.1362 24.984 21.2052 36.3536 30.9344 15.7511 13.5336 6.74383 6.13944 5.50907 2.00897 0.487441 0.016688
threshold=0.79724506017261787 1.084984757059315 0.15914437102077103 0.6016839574972791 0.2440163777859882 0.31343599301540276 0.0058952626265479004 0.25334576977965267 48.629526944273401 13.091399932732918 0.33974012665028303 0.057773066007971684 0.022753735615722828
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 8 -2 -7 -10 -9 -13
right_child=7 2 4 -5 -6 9 -8 11 10 -11 -12 12 -14
leaf_value=-0.044444595409618225 0.2021182954496489 -0.0010893211170621812 0.26080570253128504 -0.036543873883888231 0.010840086939255854 0.17023936391549113 0.061102157818570202 0.012056930036606843 0.085269300411093249 -0.089802917214256178 -0.074483023477975779 -0.084179879475028543 -0.075978762231823094
leaf_weight=13.480217025615273 1.6737926300847892 3706.283093841339 4.9740688363090149 313.67960982723162 1061.4211529137683 0.88102608174085517 122.97843941487372 0.63091365993022819 1.1129652682575399 10.819427965558132 2.6893170661642216 2.6437485106289378 40.349797832517652
leaf_count=201 23 58145 74 3011 13506 10 2023 3 16 419 34 21 3067
internal_value=0 0.00064882 -0.000530289 -0.00385586 0.012006 0.041128 0.0506756 -0.0620721 0.04253 -0.0702221 -0.027722 -0.0752026 -0.0764831
internal_weight=0 5234.52 5086.36 4019.96 1066.4 148.159 136.459 49.1005 5.47607 11.7005 3.80228 43.6245 42.9935
internal_count=80553 77389 74736 61156 13580 2653 2224 3164 73 429 50 3091 3088
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=15
num_cat=0
split_feature=13 43 39 6 95 69 53 77 46 6 97 33 71 13
split_gain=16.3778 23.1739 16.5287 28.0181 20.9457 20.4605 20.0821 18.8031 12.6671 13.8166 10.9749 8.44315 7.38271 1.03775
threshold=0.24468282356813362 0.085982940034494179 4.8788208973580378 1.6602754845801184 0.16876394896751637 0.060441332839659946 0.13442213108265225 1103.6111111111115 0.013535258576502174 3.8396881346665643 6.2767658913606343 8.0695347187833253 10.621985279710689 0.13927662037492786
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 6 5 -4 -2 -5 9 -3 -10 -6 -1 -14
right_child=2 8 4 7 11 -7 -8 -9 10 -11 -12 -13 13 -15
leaf_value=0.11779677280933805 -0.02761865280410233 0.42153441138145181 0.058566721110971165 0.034594754213591476 -0.016031573001669738 -0.0039286632997325346 -0.22009613477925405 -0.039619749454740553 0.058725397446718244 0.1033359060748229 -0.22714546967951896 0.096333559925461429 0.090722491789661311 -0.075761362589534462
leaf_weight=2.2841361439786878 49.386183563037775 1.953519123373552 52.996511152945459 346.3616615703213 8.631017212290315 4552.8481654963107 6.0889603830873957 37.872014602529816 70.269040382350795 4.5265316786244512 1.3691179128363717 29.691938338335603 0.3820511400699641 18.718889717420097
leaf_count=26 2083 13 2427 4325 238 66914 34 689 1988 78 7 345 1 1385
internal_value=0 0.040123 -0.000842494 0.0176883 -0.00259698 -0.00320957 -0.048745 0.0272798 0.0653729 0.199262 0.053262 0.0710269 -0.0521132 -0.0724314
internal_weight=0 99.5033 5083.88 439.709 4644.17 4605.84 55.4751 384.234 78.1182 6.48005 71.6382 38.323 21.3851 19.1009
internal_count=80553 3498 77055 7131 69924 69341 2117 5014 2086 91 1995 583 1412 1386
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=15
num_cat=0
split_feature=41 31 47 3 7 111 35 60 37 97 13 86 49 49
split_gain=14.3778 15.4709 23.8082 18.3287 18.3421 17.0876 15.8819 8.09908 7.8558 13.8096 4.44398 1.62939 1.58316 4.08257
threshold=10.18423207673313 2622.3366563107375 0.053221577586603383 7949.9602804366396 29.441223741996186 9.4570162891327865 365.67423561405025 0.60841518682708962 75.557050116656299 3.6053042927670327 0.54123483191552657 45587.172765089133 0.16540432581677886 0.23229369050005519
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -4 -3 -5 9 11 -11 -2 -10 -14
right_child=8 2 5 7 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.00024380874981968947 -0.06577833837530557 0.11227569466913873 0.18316814758172723 -0.095058104701534196 0.13963782557935686 0.053016475430550297 -0.01626452908988265 0.058529118455199619 -0.1115388484353423 0.23863185648195107 0.059191314747862225 0.11488464646708714 0.03221718733603806 -0.081636007423113791
leaf_weight=11971.302289134939 11.599709353991784 11.093883934430776 13.663788903504608 27.626087235054005 9.4472237899899465 38.54011788405478 71.970410766545683 3.9206754034385076 10.321234142407773 2.2757670180872074 3.5070636216551065 0.52166332327760834 3.6855074949562576 21.6561645262409
leaf_count=77761 825 71 54 164 86 344 423 69 62 20 26 20 39 589
internal_value=0 0.000531986 0.0341621 0.000153284 0.000353726 0.0870822 0.00090302 -0.0759701 -0.0513902 0.00265746 0.129808 -0.0580032 -0.0785243 -0.065078
internal_weight=0 12147.6 135.268 12012.3 11980.7 52.2039 83.0643 31.5468 53.5671 17.9042 5.78283 12.1214 35.6629 25.3417
internal_count=80553 78972 892 78080 77847 398 494 233 1581 891 46 845 690 628
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=15
num_cat=0
split_feature=93 39 69 6 95 105 69 79 101 77 97 19 54 77
split_gain=24.6984 41.8718 51.6174 37.9191 52.6391 50.0501 74.5707 40.8087 38.888 31.2955 16.4586 8.67181 4.02057 9.65196
threshold=0.42218396660987206 5.5688151589199224 0.057913418730425902 1.72869111369169 0.030470900520044687 13.681973670009372 0.11154929647507729 1.0144274153731587 0.61649160658125313 1885.8333333333335 8.480453123270193 0.17933993234533158 0.10868080282231533 327.38888888888897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 11 4 8 6 -5 -7 -2 -4 -6 -3 -1 -14
right_child=3 2 9 5 10 7 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.081242182953412956 0.022358275926476739 0.097246095158095999 -0.0042604979261562153 0.0027023098554832966 -0.065203019847092036 -0.014680201099138916 0.1604698688114343 0.020442958344305324 -0.015554775711057631 -0.086552432270605703 0.0029670758965520583 0.23756320263966579 0.16122712097519412 -0.076630147983375599
leaf_weight=78.8212578202656 508.82805314916186 28.597834579646587 3849.994877997844 62.858725519618019 175.53601481762598 450.83705864820513 57.241488988103811 1242.4257662932359 577.71575366699835 46.774749778443947 44.368234966997989 5.2062432370730667 2.3956592795439047 5.9262733827563352
leaf_count=5375 6589 108 27031 1018 18151 2384 795 13268 3529 496 864 34 46 865
internal_value=0 -0.005701 -0.00418095 0.00615817 -0.00683039 0.0155159 0.0778966 0.0110913 0.00219989 -0.00524829 -0.0514489 0.118857 -0.0742628 -0.00815748
internal_weight=0 4017.72 3930.57 3119.81 1306.45 1813.36 120.1 1693.26 1086.54 3896.77 219.904 33.8041 87.1432 8.32193
internal_count=80553 33955 27669 46598 29133 17465 1813 15652 10118 27527 19015 142 6286 911
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=15
num_cat=0
split_feature=71 87 111 69 101 16 73 63 91 73 39 17 16 87
split_gain=18.6412 31.1152 30.2644 29.9186 26.1631 39.1604 26.833 16.8968 19.0448 14.3025 13.3671 12.2566 11.4857 8.44297
threshold=32.946040801436844 431.82864726578822 9.7956192154601016 0.2069843115834625 11.313286433610283 4.8705476401736236 5.2474585480857767 0.0080394708562084947 0.61410246832855908 4.4756170596035902 22.540895385925939 0.10869854175078118 2.273819289084082 7069.7282077140044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -3 8 11 13 -11 -2 -4 -9
right_child=7 4 12 -5 5 -7 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.0056239344938651152 -0.042977254736202571 0.033868445658102632 -0.059538789354718548 -0.012119760680153658 0.31281327707724288 0.0060727721875198908 -0.023045755013132014 -0.066336745218219015 0.56298011000736792 -0.04476277437235917 0.048636007251841508 0.12879799989512541 0.030546617158746431 -0.0045059927231565237
leaf_weight=3062.4739278022898 8.195834792859392 364.02245520992437 115.63844991265796 1377.8218494919129 7.7525946125388172 8.9864571150392276 107.24176518642344 112.99057744332822 0.73875652439892192 29.582267952820985 31.790950109192636 8.4225174064049479 16.126834325434174 27.449551850790158
leaf_count=42817 700 4666 2674 15847 44 86 1121 8626 9 1652 898 295 307 811
internal_value=0 0.00127845 -0.00128346 0.000118074 0.0252808 0.148138 0.0209169 -0.0285104 0.0661674 -0.0366532 0.00361722 0.0440819 -0.0485132 -0.0542517
internal_weight=0 5060.06 4572.06 4440.3 488.003 16.7391 471.264 219.17 17.3571 201.813 61.3732 16.6184 131.765 140.44
internal_count=80553 67562 61645 58664 5917 130 5787 12991 1004 11987 2550 995 2981 9437
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=15
num_cat=0
split_feature=78 88 69 61 79 80 79 91 85 57 41 47 22 31
split_gain=16.8745 36.3521 22.1793 54.4622 22.2676 21.8378 23.6097 38.1643 35.5708 19.5107 17.8828 18.6465 16.1751 14.1033
threshold=1.0169021068173663 2.3075274196968891 0.057913418730425902 0.019516095467434182 1.0201825477419182 6.2983942899359038 1.017603189567881 -0.34752967311181765 0.10230997844022485 0.015083781983718058 0.32366056364758128 0.037676607314342372 43.301360712204819 81.093810990957607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 8 -8 -2 -7 11 -3 -12 -11
right_child=5 10 4 -5 -6 9 7 -9 -10 13 12 -13 -14 -15
leaf_value=0.019464708358253754 -0.016287461114077365 0.10701849488875022 -0.018289657971806324 0.40300103593345621 0.1050859312604539 -0.10434179328042595 -0.053003410824370462 0.0031072362108331623 0.028157172830811358 -0.069220251765632179 0.063079656299351791 0.52016841892004384 0.0052976666719567918 0.0031801860851840406
leaf_weight=38.43811385682784 232.22782906331122 6.7898093485273403 1332.0077215698548 4.0970208141952744 14.791434123879297 29.962675730232149 128.24799072789028 2211.2927219568519 801.85832083737478 36.240032413974404 68.601751792477444 1.3018559664487837 164.89401331229601 104.45368210482411
leaf_count=1691 3353 127 32154 88 104 117 1205 32213 5746 140 1001 5 1846 763
internal_value=0 -0.00846365 -0.0146893 0.0564073 -0.0169347 0.00382768 0.00559312 3.13856e-05 0.0181761 -0.0310725 0.027339 0.17349 0.0222742 -0.0154688
internal_weight=0 1630.92 1389.33 42.5351 1346.8 3544.28 3373.63 2339.54 1034.09 170.656 241.587 8.09167 233.496 140.694
internal_count=80553 37016 34037 1779 32258 43537 42517 33418 9099 1020 2979 132 2847 903
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=15
num_cat=0
split_feature=39 103 21 28 1 28 23 6 11 53 21 1 49 103
split_gain=15.4933 28.8255 31.0728 32.0658 22.3004 25.0531 16.8753 32.6936 44.0851 30.1743 28.9034 17.798 16.2826 7.45352
threshold=35.222412404927731 0.62164704562148276 72.827936502038042 168.08777941080805 10.562864117442947 188.75608772883572 1111.2196128664332 5.3360598686426268 2.8722156468925721 0.022726389731231599 199.4443054174553 7.4909921715818824 0.22098835142434128 7.6704478329915871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 13 -4 -2 -6 10 8 -8 -9 11 -1 -12 -3
right_child=1 2 3 -5 5 -7 7 9 -10 -11 12 -13 -14 -15
leaf_value=0.0064392967110930531 -0.075131710136898774 -0.066907050357819187 0.11539790111257237 -0.00096844063854127974 0.16524010232734263 -0.077571279124445183 -0.015268692494923207 -0.040310104505667382 0.039329959085057667 0.09464390078602769 0.51015599808985135 -0.0026050449370473411 0.098044282289989695 0.080434789323418215
leaf_weight=3057.7945700771525 106.0036904681474 81.019231477752328 24.957108421251178 462.8762165508233 8.8145285844802874 8.2047805385664088 207.3792730094865 149.20433833589777 515.49804126750678 18.637310183839872 1.6522777006030076 7543.1962195369415 2.2840125190559775 3.58520788187161
leaf_count=28395 1094 451 168 3429 31 175 1390 1161 3655 154 10 40364 39 37
internal_value=0 -0.0141558 -0.00471781 0.00498476 -0.0580719 0.048184 0.00121473 0.014435 0.0236667 -0.0253247 0.000104342 3.74318e-06 0.27103 -0.0606633
internal_weight=0 695.461 572.438 487.833 123.023 17.0193 11495.6 890.719 722.877 167.842 10604.9 10601 3.93629 84.6044
internal_count=80553 5385 4085 3597 1300 206 75168 6360 5045 1315 68808 68759 49 488
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=15
num_cat=0
split_feature=64 99 77 65 26 110 108 29 48 97 23 69 49 18
split_gain=23.6757 29.7166 44.9563 41.5947 34.4147 33.7491 25.6273 24.9514 11.0978 45.4345 36.8166 4.13707 12.0777 0.0737687
threshold=0.92843335552443806 2.3551531389431513 769.94444444444457 0.42421379211981353 887.7347157208643 6.403233485041703 53.746103588349847 236.0806887493741 0.10363168034055667 2.1046578877976256 273.56312921932636 0.84987764493033413 0.49620532832954029 2.5240675933452548
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 -4 -3 -5 -1 9 10 -2 13 -13 -10
right_child=8 2 4 6 -6 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-6.3280488269954231e-05 -0.075340530496204372 -0.091439457835308047 0.16439381092467698 -0.067299898690078089 -0.083854528144739288 0.023680334826967093 0.12311155623359085 -0.095931968386015337 -0.085491712983773491 -0.079980944742729987 1.1109126721324347 0.34224251034506947 -0.075804281795656708 -0.0779735826692384
leaf_weight=6493.4998246001487 0.42863598460098618 27.537478131067473 34.950031299740658 126.81264892884064 6.6462774180108672 338.54664492383017 7.4855705184454555 27.262195540766697 22.038561632638448 3.8496126529062167 0.67150278855115175 0.92036907789588385 2.7741977674013469 32.004165017890045
leaf_count=65890 112 523 1047 3816 236 3169 292 196 638 118 5 83 921 3507
internal_value=0 6.79454e-06 0.0262145 -0.00159866 0.124729 0.0150208 -0.0566867 -0.000464091 -0.061721 0.0819822 0.648725 -0.0740405 0.0283371 -0.0810395
internal_weight=0 7062.74 407.68 6655.06 41.5963 366.084 134.298 6520.76 62.687 4.94975 1.10014 57.7373 3.69457 54.0427
internal_count=80553 75169 4975 70194 1283 3692 4108 66086 5384 235 117 5149 1004 4145
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=14
num_cat=0
split_feature=12 51 93 9 49 71 28 42 50 51 47 71 59
split_gain=18.3961 22.826 20.3358 51.7519 27.3855 15.909 14.5677 13.9777 13.0693 12.9136 12.3079 12.0943 7.97967
threshold=0.24537873207809749 0.00033968093757417967 0.43713985807641392 3.2772016676891189 0.099306196478509176 10.33954980438533 8.6631099038942327 0.10326360034439587 0.025386544156362104 0.0016099541798476789 0.053221577586603383 42.176768967438711 0.039668349967966761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 4 -4 -3 -2 9 11 -9 -1 -11 -8 -7
right_child=1 2 3 -5 -6 12 7 8 -10 10 -12 -13 -14
leaf_value=-0.38447033880779991 0.52489625649540717 -0.022512532509128456 0.0039983297230835168 -0.025734856967109445 0.011026888019011426 -0.050003043568544008 0.035950245887319127 -0.014401237729231157 0.47968286482700961 0.078627672549191396 -0.13540053645046113 -0.074908711684417748 0.039266090961571423
leaf_weight=1.3019841648638237 0.49469162337481876 280.21492047980428 1642.4839084121922 909.55819968838478 1855.4995370663237 131.08589359244797 318.9995357246371 91.695272929355269 0.53850815788609807 4.4065345106646401 6.8847062420099974 10.154282958246766 10.841592543176374
leaf_count=26 6 3141 17063 18412 18339 12850 5253 3640 55 76 72 736 884
internal_value=0 -0.00177166 -0.000573434 -0.0065987 0.00662637 -0.0412108 0.019722 0.0228893 -0.0115165 -0.08626 -0.0518736 0.0325303 -0.0431839
internal_weight=0 4830.18 4687.76 2552.04 2135.71 142.422 433.981 421.388 92.2338 12.5932 11.2912 329.154 141.927
internal_count=80553 70695 56955 35475 21480 13740 9858 9684 3695 174 148 5989 13734
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=15
num_cat=0
split_feature=11 80 75 104 75 89 55 55 104 51 10 87 98 103
split_gain=16.8332 15.6058 27.4815 26.7712 24.4208 13.013 9.62867 13.3623 13.546 8.83904 8.00094 7.22345 5.37826 0.137631
threshold=6.5147762133103919 0.05510313329440876 0.83235417890254393 5.0351043483675495 0.46590357958110395 0.033360292047781466 0.12386041982179792 0.048631356901580193 214.79687922682893 0.000865834727818049 1.3926708010932851 15.003963125376307 0.39099225968188017 2.3489747849048555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 10 7 -2 -9 13 -1 -7 -11 -8
right_child=6 2 3 -5 -6 11 9 8 -10 12 -12 -13 -14 -15
leaf_value=0.24053397517377373 0.37377901916069739 -0.0010510420300180964 0.12048969551278549 -0.0025717181580632202 0.049792661214775165 -0.076868535262059057 -0.076982121089163247 -0.04702176017269994 0.23001134086027611 -0.0069331424979059393 0.020921141487837996 -0.01698084466008197 0.097343595172899464 -0.034540819142128067
leaf_weight=2.0061587281525126 0.88693895004689949 178.17850654711947 17.745902119204402 4593.5603734280448 201.07626259094104 52.729360832832754 3.2001255452632895 19.724329592660073 1.9384821876883496 5.6338603012263766 9.5843713684007508 32.587574954843149 40.519503762479872 1.003743036650121
leaf_count=42 36 1720 181 71397 3127 2229 69 499 7 26 274 635 297 14
internal_value=0 -0.000741788 2.99976e-05 -0.00209814 0.0259057 -0.0404874 0.0476518 -0.00665553 -0.0222316 0.0719704 0.0589331 -0.0539939 0.0846147 -0.0668486
internal_weight=0 5087.47 4990.56 4611.31 379.255 96.9075 72.907 22.5498 21.6628 50.3572 11.5905 85.3169 46.1534 4.20387
internal_count=80553 79605 76425 71578 4847 3180 948 542 506 406 316 2864 323 83
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=15
num_cat=0
split_feature=43 62 43 62 110 75 105 46 64 21 41 78 105 85
split_gain=14.5927 39.5882 38.1366 60.828 36.5891 32.0101 27.546 43.7653 24.8121 76.5039 27.7296 23.4016 22.2404 8.11003
threshold=0.024052857795421562 0.012301510579513193 0.03120509713717395 0.011011175112040425 8.6231828376134612 3.7376806273256862 2.9883469877083946 0.042230123508516251 0.0070166118417385043 27.418357498795391 0.16610947666297524 1.0229298053020652 2.5180014054893962 0.27623441017282563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 -2 12 -8 9 -4 -10 13 -1 -3
right_child=2 11 8 4 -6 -7 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.05563715483577765 -0.0077461351165430681 0.087987555298230533 0.046022996595832338 0.075100663625095071 -0.080661028958554967 0.064517270937596433 -0.015988567936739872 -0.093659106810407386 -0.021134201686148383 -0.022306439413090004 -0.000197332005671129 0.38144364079877791 0.068932981533521523 -0.010897814592156552
leaf_weight=19.30946685699746 412.94448548834771 29.855942063033581 401.71635116403922 223.29178503341973 16.173361420631409 71.984040431678295 481.12847864162177 85.427790585439652 678.15843913028948 276.73813085630536 9413.527111315052 2.4042867943644515 55.602745235897601 11.484148163348435
leaf_count=317 2968 278 3563 1410 162 547 3477 935 5052 1137 59988 17 595 107
internal_value=0 -0.013888 0.00113406 0.0233441 0.0645806 0.00298083 -0.0201648 -0.0277001 -0.000359771 0.0181518 -0.00160428 0.0781563 0.0368236 0.0605175
internal_weight=0 685.213 11494.5 724.394 239.465 484.929 641.468 566.556 10770.1 678.454 10091.7 43.7444 74.9122 41.3401
internal_count=80553 5726 74827 5087 1572 3515 5324 4412 69740 4700 65040 402 912 385
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=15
num_cat=0
split_feature=73 78 97 78 41 75 99 21 95 47 78 78 65 46
split_gain=22.7511 22.967 38.722 37.5439 28.804 61.9763 38.9049 23.9311 11.3989 12.0428 15.0534 5.48358 2.76842 1.82249
threshold=5.0409489433265353 1.0170246263408462 6.4572917041338238 1.0221597465849881 0.16610947666297524 2.1681117860374255 0.42423806224984423 17.069480267314429 0.013689722291425977 0.0099492146198737214 1.0224836464740987 1.0247672718289789 0.011485016047872108 0.0066969176544811534
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 9 13 -11 12 -10 -2
right_child=8 2 7 -5 6 -7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.0075435813061632473 0.033439328672467343 -0.022879347289303659 -0.042571295782876398 0.0033208431190802227 -0.074396572470598388 0.06448951853019029 0.0033455068972255107 0.023841819662334559 0.073147619694563612 -0.065580565164945176 0.061026277567934585 0.21133571760291936 -0.081131884724581937 0.11244331998095401
leaf_weight=241.66630979458569 5.2604989176616055 1379.7453344359092 60.779825631761923 906.1083061772224 65.542721856792923 236.16949517652392 3601.2980739312188 505.56852377275936 1.1871323198429298 38.542842617462156 12.416564011364242 0.66239100985694577 57.445042401712271 6.5624128747731447
leaf_count=1988 26 21343 1639 10908 3415 1292 29663 2408 58 1254 112 14 6416 17
internal_value=0 0.000212525 -0.00669393 -0.0124936 0.00496527 0.0280586 0.00195591 0.0167144 -0.0433327 -0.0136363 -0.0347321 -0.0747759 -0.0780082 0.0772912
internal_weight=0 6996.88 2852.2 2285.85 4144.68 477.836 3666.84 566.348 122.077 62.7823 50.9594 59.2946 58.6322 11.8229
internal_count=80553 72656 36298 32251 36358 3280 33078 4047 7897 1409 1366 6488 6474 43
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=15
num_cat=0
split_feature=95 37 13 55 103 60 17 95 13 13 43 111 13 55
split_gain=18.9611 26.7302 24.7771 26.2908 23.8684 23.488 25.1518 23.1379 40.1248 21.2349 20.3488 30.6117 21.9123 15.9693
threshold=0.025131449355387744 38.966790423602653 0.3993158870616485 0.31342511105896603 0.46478181754191034 0.06408866735183448 0.063038906426589589 0.044985533414115139 0.63119592734954055 0.91715297420185815 0.034583578329673417 1.5618553173335228 0.32974304497674645 0.046090184291745336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 9 -7 13 -9 -4 11 -3 -12 -2
right_child=1 10 5 -5 -6 6 -8 8 -10 -11 12 -13 -14 -15
leaf_value=0.041418139643168539 -0.048149682925535557 0.01854599600041237 -0.033343878388248337 -0.064260146394543471 -0.0018074828071583697 0.35299262220892191 0.0091294118505766738 0.014653811336975468 -0.021565928395003039 0.14488136527777273 0.052693793848679921 0.12581008338684826 0.0070206894686733572 -0.010322570734656613
leaf_weight=165.23478510265704 135.54794657742605 80.948924263939261 583.84742866369197 54.090325823432067 563.01151106566249 2.1609734408557406 135.89621665515006 1074.1424582184991 427.62497754429933 6.7625805492280042 114.84688369804644 39.631961603183299 1230.5109846073901 631.78637389582582
leaf_count=1911 1616 994 12730 3601 15457 12 1958 12354 6893 188 1474 877 14052 6436
internal_value=0 0.00392179 -0.00935423 0.00300412 0.00800016 -0.0226228 0.0145118 -0.00287783 0.00434032 -0.0313032 0.0144468 0.0538011 0.0109196 -0.0170046
internal_weight=0 3735.04 1511 782.337 728.246 728.667 138.057 2269.1 1501.77 590.61 1465.94 120.581 1345.36 767.334
internal_count=80553 44696 35857 20969 17368 14888 1970 27299 19247 12918 17397 1871 15526 8052
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=15
num_cat=0
split_feature=78 76 35 13 78 54 49 22 60 42 22 8 97 16
split_gain=15.7227 28.7444 19.6631 17.807 49.3772 26.8503 16.3051 12.4963 10.7701 8.40007 7.88473 5.0499 2.99459 0.00532588
threshold=1.0246559242500135 2734.5000000000005 64.955740612725478 0.36536648872831268 1.0241589326667724 0.15245708283103415 0.20534172571935688 99.518500637436745 0.0037396678144271064 0.16205735001376245 32.343232151668794 2.1988481119009942 3.3403880254154847 0.30260666633499461
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 -5 13 9 -9 -2 -4 -12 -8 -3
right_child=2 6 10 5 -6 -7 12 8 -10 -11 11 -13 -14 -15
leaf_value=0.0056433519205767863 -0.089279879261744521 -0.077521525954339532 0.079173350429406597 0.0051559418452909109 0.092120217382146888 -0.011293085613813373 0.075139444837827626 0.4050285736929447 0.087676844966388168 0.080153620950642449 0.0023669667857347462 -0.081662147226673323 0.13650549307838566 -0.083205442073462546
leaf_weight=947.92347263201373 7.5891600388567912 3.5716146691702297 3.6241893728729329 1964.6055293773534 70.971306244377047 2005.2471612675581 46.310597840696573 1.2232698528096069 8.5016138146165741 4.7621593843214214 8.0745928550604713 62.589500706642866 9.6006464995443803 3.0616926206275821
leaf_count=19333 341 128 33 42795 2015 13820 347 42 102 29 65 1434 28 41
internal_value=0 0.000718626 -0.0400577 -0.000126019 0.0116669 -0.00315277 0.0680901 0.0428062 0.127596 -0.0239533 -0.0646824 -0.0720604 0.0856767 -0.080145
internal_weight=0 5051.29 96.3645 4988.75 1018.89 3969.85 62.5446 22.0762 9.72488 12.3513 74.2883 70.6641 55.9112 6.63331
internal_count=80553 78507 2046 77963 21348 56615 544 514 144 370 1532 1499 375 169
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=15
num_cat=0
split_feature=72 109 51 103 77 77 97 61 97 1 77 95 62 104
split_gain=14.8228 17.1009 15.1578 14.9537 49.7867 44.1782 14.7848 11.078 10.9766 8.57051 7.42834 6.59362 9.50858 7.24404
threshold=13.965310355410189 22.639966089815637 5.809377640749304e-05 1.0860723884442234 227.61111111111111 242.38888888888894 2.6054124837137684 0.05225104535872211 8.480453123270193 20.785678956175165 1038.4444444444446 0.018632952919810711 0.01376922293679542 37.556537749527699
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 6 5 -5 -4 7 -1 -8 10 -3 12 -2 -13
right_child=1 9 3 4 -6 -7 8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.030963374975939123 0.18728997728575969 -0.0034989948263432179 -0.024086093183259126 0.021209872945541722 -0.00018301463189787732 0.0010984190866681896 -0.063850807286473396 0.19912304835316275 0.074416609304776102 0.13990124306612603 0.14512665183139298 -0.024914073972858504 -0.011859885999465124 -0.067230211376522547
leaf_weight=4.1055846624076349 2.5781675130128852 26.764406591420997 828.38400877453387 1372.5681120366789 5244.6260673584766 4376.0634361277334 74.934200568124652 4.267848864197731 6.2179860621690741 6.7184153436683109 3.8460653262445694 86.132067726925015 34.209629298187792 76.283747522858903
leaf_count=43 15 356 4604 6720 29402 36354 1495 15 30 35 69 694 234 487
internal_value=0 -0.0244909 0.000789779 0.00110022 0.00425439 -0.00291016 -0.0402028 0.0863092 -0.0532566 0.0376232 0.0151751 -0.0361305 0.00209696 -0.0447892
internal_weight=0 236.532 11911.2 11821.6 6617.19 5204.45 89.5256 8.37343 81.1522 37.3289 30.6105 199.204 36.7878 162.416
internal_count=80553 1890 78663 77080 36122 40958 1583 58 1525 460 425 1430 249 1181
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=15
num_cat=0
split_feature=60 75 71 69 73 87 47 107 13 73 77 110 110 25
split_gain=22.4271 36.1883 31.6448 51.8218 47.5577 33.6257 48.2922 21.194 14.0694 13.7751 19.788 7.82093 7.33677 3.31808
threshold=0.00086309439167415525 0.54160249383689563 14.71790445319696 0.13805971987293661 0.69248890547308728 64.000938241764473 0.009162552595150553 2.1580108728250438 0.25918699661692962 0.70541605272016061 221.50000000000003 0.73438956271410694 1.2489743771964776 10.662238734412883
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 -5 6 -4 -7 -2 10 -1 -3 -13 -11
right_child=2 11 5 4 -6 7 -8 -9 -10 13 -12 12 -14 -15
leaf_value=-1.0031908620652696 0.2989424719102135 -0.10338496766392985 -0.013596134910424287 0.063818309243737825 -0.024892952160807304 -0.088814921849440343 0.085208893799611218 -0.00043121034899780853 -0.066891789802494869 -0.054040301694111649 0.036266358558106886 0.095028183791206852 0.045594777519869553 -0.12410932501516331
leaf_weight=0.18500140681863086 1.0568216794345051 2.7623638042714438 89.77982137753861 85.419904479465913 206.57842553789669 27.250510766316438 110.1689921731886 6197.1337260320142 199.47759574447991 14.734451433469077 18.223714725638274 52.508544021751732 70.113720505149104 12.484556485549545
leaf_count=3 91 29 1298 1887 14457 1316 2227 42660 14073 1019 549 224 638 82
internal_value=0 0.0352643 -0.00139431 -0.0258226 0.00105825 0.000478524 0.0408441 -0.000818156 -0.0649638 -0.0409924 0.0258202 0.0630143 0.0667628 -0.0861789
internal_weight=0 171.012 6916.87 492.533 291.998 6424.33 199.949 6224.38 200.534 45.6277 18.4087 125.385 122.622 27.219
internal_count=80553 2544 78009 30508 16344 47501 3525 43976 14164 1653 552 891 862 1101
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=12
num_cat=0
split_feature=35 20 23 69 45 87 87 35 1 38 32
split_gain=17.4683 20.5279 18.6776 78.7756 18.1794 45.9085 28.1454 15.2047 3.06699 0.0339502 0.0116134
threshold=1201.6809844204743 83.040779927285385 2773.8037666078421 0.088539768748327599 13.649796490738485 64.000938241764473 23.071064489247401 724.75048743045659 3.184836186143738 5.1880000011706153 15.212720121105461
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 -2 -10 -11
right_child=8 2 3 -5 5 -7 -8 -9 9 10 -12
leaf_value=-0.0085004541406693574 0.091320473347885553 0.032815818318759994 2.5604123404479529 0.059146791432443224 -0.029427073528998895 0.00087645480151121865 0.015215529251771488 -0.057841064470079952 -0.094820237009596145 -0.082648890382705842 -0.076338864379393037
leaf_weight=810.98387958132662 1.1117584565654386 247.10782256361563 0.15169374831020732 0.74088852282147855 650.42635656520724 2160.5815652271558 1306.6890019337879 19.997289787381305 1.1069190922426049 3.2573467006441232 27.893636514578247
leaf_count=9922 25 4961 16 151 8397 38135 14267 1854 17 69 2739
internal_value=0 0.000601604 0.0275547 0.484235 -0.000863975 -0.00613534 0.00613326 0.0260286 -0.0719821 -0.0776102 -0.0769987
internal_weight=0 5196.68 267.998 0.892582 4928.68 2811.01 2117.67 267.105 33.3697 32.2579 31.151
internal_count=80553 77703 6982 167 70721 46532 24189 6815 2850 2825 2808
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=15
num_cat=0
split_feature=97 7 49 62 62 111 104 79 41 7 78 35 78 78
split_gain=15.2844 39.0169 40.3421 37.357 27.9752 25.0625 21.9868 19.3424 17.5263 31.1193 34.2102 23.7514 33.946 21.3898
threshold=1.4978188326063526 1.2038289721892947 0.51435171733669116 0.31009562928754009 0.01620369777395925 2.2292136893306629 3.3431465219677734 1.0215216966643157 0.078226485121570058 0.5889846817983232 1.0211994192327145 25.266776584344637 1.0195276250536169 1.0191815879468182
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 -4 -5 11 10 -10 12 -2 -11
right_child=8 3 6 7 -6 -7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=0.039813713561400725 0.34683067925840633 -0.017380847131379988 -0.10281426742907536 0.020404411402920916 -0.058097242228040025 0.09814201970794284 0.052667416877595755 -0.087727575096795934 0.039984733702190467 -0.0085789512496588158 -0.089155477124841009 -0.05672233125124454 -0.032314060738267279 0.0065952773076200016
leaf_weight=36.123533106176183 3.6702374210581166 22.535081938374788 10.049148567020891 161.3974327762844 151.8534621023573 112.69269580650143 95.789987792260945 18.431651750579476 272.1933723744005 2721.4304596909205 22.185070458333939 99.019815142964944 6.622225493658334 1410.3787457367289
leaf_count=3146 25 145 51 2708 2288 651 1707 117 2373 44692 989 3424 63 18174
internal_value=0 0.0147358 -0.0114774 0.0391817 -0.0392817 0.0788907 0.0379048 0.00932138 -0.00213807 -0.00116116 0.0302524 -0.0416941 0.102887 -0.00339928
internal_weight=0 608.873 293.816 315.057 187.977 135.228 105.839 179.829 4535.5 4426.19 294.378 109.312 10.2925 4131.81
internal_count=80553 10813 7192 3621 5434 796 1758 2825 69740 66228 3362 3512 88 62866
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=15
num_cat=0
split_feature=97 57 64 65 49 13 49 70 65 18 39 10 102 16
split_gain=13.6424 16.0126 15.9181 21.7382 15.7382 15.4349 14.5131 9.68357 16.8269 38.6308 9.55108 4.16544 1.70775 13.489
threshold=1.2760918443357456 0.3408319444524282 3.9946104880798368 4.2632357628935775 0.66738517198916403 0.51063454735757396 0.45072150998436949 14.926908070321211 0.14741410430308152 0.16381128503363926 28.518895043133508 1.0804867357874033 11.141479824684476 1.6490109900472179
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 6 -6 -2 8 11 -10 -4 -1 -9 -14
right_child=1 2 10 -5 5 -7 -8 12 9 -11 -12 -13 13 -15
leaf_value=0.026827397206925691 -0.00017361910032009042 0.024339978336757825 -0.09436107942273049 0.13522231988604866 -0.068048520530930606 0.0018193724623161501 0.015425067118348477 -0.075216524276397911 0.55626149338671005 0.016235149911607155 0.23457266702503518 -0.050851159956400362 0.69094742510473084 -0.075643117963217973
leaf_weight=7.6475392538122824 11096.551651404239 63.678572984412313 10.97875882813241 24.476787415100262 66.366794531582855 60.391379980603233 630.34523623913992 38.690753982169554 1.3618941693566728 48.449469704879448 0.95992836588993746 70.939372604014352 0.26053063571453039 1.9294277795124797
leaf_count=478 66573 301 243 170 1148 359 4743 1671 21 1158 19 3465 10 194
internal_value=0 0.000622332 0.0404514 0.055127 0.000286009 -0.0347614 0.000664843 -0.0279666 -0.0144708 0.031 -0.0679132 -0.043292 -0.0703539 0.0155551
internal_weight=0 11953.7 100.094 88.1554 11853.7 126.758 11726.9 169.279 128.398 49.8114 11.9387 78.5869 40.8807 2.18996
internal_count=80553 73556 733 471 72823 1507 71316 6997 5122 1179 262 3943 1875 204
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=15
num_cat=0
split_feature=93 93 51 41 103 78 55 85 78 9 2 103 102 70
split_gain=22.6641 27.0784 39.5391 36.9301 49.4457 34.9092 25.2608 23.0979 19.0703 18.8206 17.1601 10.2204 14.8375 5.71689
threshold=1.0195999214003193 0.42603679231533192 0.0012685305013700381 1.3016687716762017 1.6971144474455742 1.0170246263408462 0.37911072137440255 0.090592562266913659 1.0196637252403857 3.849344820204371 255.37028368893922 1.1356519731325279 1.3169466586103329 25.065006871685664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 -1 -4 8 13 -5 -10 12 -9 -2
right_child=7 3 6 9 -6 -7 -8 11 10 -11 -12 -13 -14 -15
leaf_value=0.0055906761301540552 -0.087216221226249668 0.00098459561277145988 -0.055793927008158578 0.011047370204970096 0.029772373934419828 -0.014081377003821439 0.018917945881229609 -0.031594597440699784 0.23306684194382221 -0.082581931426530031 0.018893451180216434 -0.088427644677464057 0.29692709143796103 0.091414006828740624
leaf_weight=2255.4584443178319 10.851526110433044 1959.4047679933719 227.8376464228204 31.613526108529186 857.85898834018735 1503.3291026695806 56.472122201601451 10.5260437320685 6.334883010480552 66.903172577120131 9.1364291161298734 67.835507781783235 1.5813123152474862 2.145942546427249
leaf_count=14104 116 31599 9174 3368 5372 9915 1396 691 33 1827 29 2845 74 10
internal_value=0 0.000300472 -0.00499692 0.00764597 0.0097505 -0.00227717 -0.040954 -0.045777 0.0315718 -0.0525367 0.106589 -0.0733219 0.0113128 -0.0577235
internal_weight=0 6958.88 4043.1 2915.78 2817.26 3758.79 284.31 108.412 28.4688 98.5167 15.4713 79.9429 12.1074 12.9975
internal_count=80553 76755 34589 42166 36971 24019 10570 3798 188 5195 62 3610 765 126
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=14
num_cat=0
split_feature=69 62 43 80 99 7 39 55 54 15 42 89 80
split_gain=16.8693 18.2507 33.7641 43.894 37.8017 26.9396 28.5868 25.947 4.85652 6.21112 3.01479 0.465176 0.00266004
threshold=0.79724506017261787 0.15914437102077103 0.083798389080649807 0.30742997779164311 0.4981231181731875 0.67185495624815761 6.8407020720454152 0.081286815456294445 0.15531290759373476 0.18498429618997464 0.015756648723448206 0.047850705084380003 0.27139152971552311
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 9 -2 -10 -12 -11
right_child=8 5 4 -5 -6 7 -8 -9 10 12 11 -13 -14
leaf_value=-0.0035604478252513599 0.1845486667708896 0.66700440589246257 0.018312760823510982 0.025563183252273077 -0.023393957965191382 0.060836279552543809 0.11218169372016945 0.0056465238987360184 0.064567401082726544 -0.084675360132047489 0.08831210009532281 -0.077131962878168689 -0.076851962157992532
leaf_weight=1971.8615208260599 1.7563982326537364 1.006937738507985 270.48992268834263 701.648336659302 1105.5539628027473 92.955620495136827 11.945826199371366 1019.2001509837137 1.5777764245867718 0.98098744824528672 0.17068924009799857 39.105327281256905 0.78030734841013327
leaf_count=36019 12 13 2933 11533 12218 659 225 13789 8 6 1 3096 41
internal_value=0 0.000662369 -0.00246798 0.00408289 -0.0151956 0.0119293 0.155313 0.0102594 -0.0612604 0.0514847 -0.0709683 -0.076413 -0.0812094
internal_weight=0 5174.66 4049.55 2673.51 1376.04 1125.11 12.9528 1112.16 44.3715 3.51769 40.8538 39.276 1.76129
internal_count=80553 77389 62703 47552 15151 14686 238 14448 3164 59 3105 3097 47
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=15
num_cat=0
split_feature=73 59 69 64 95 39 11 9 60 7 43 105 16 110
split_gain=15.443 19.7813 36.6809 96.2598 31.6284 23.5381 38.9767 30.152 19.3297 29.0801 29.1432 20.9686 22.664 16.5734
threshold=7.0225426993778894 0.039668349967966761 0.17624385482612753 0.036932502345558275 0.012433971270332318 4.8788208973580378 1.8979744395036551 2.9528261779069038 0.024170003904821952 1.0333249557990236 0.080702824904607881 27.850411904375832 2.1336618954658069 1.995687924217016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 9 -2 -11 12 -10 -13
right_child=8 2 3 -5 -6 7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.044733344207776547 -0.022211889403171661 0.05065415108156554 0.2036531089538669 0.014140090619916001 -0.048767721233654561 0.0072184050282843365 0.036152362542627936 -0.013756022921945183 -0.08504107473472626 0.23036129782390008 0.056599548701324137 0.27540738045548868 0.062255526615264928 0.012616481383826764
leaf_weight=75.391703385394067 44.708499155007303 40.564739935100079 27.852046721498482 710.88860870024655 151.49980201537255 960.5757960161427 283.96077480813256 2392.4035120052285 45.189318722113967 10.677479403093455 100.52506381156854 2.4219599664211264 13.586792576126753 263.41414620843716
leaf_count=1027 562 604 371 6121 2384 13397 5313 47232 312 106 571 9 79 2465
internal_value=0 -0.00187204 0.0111631 0.0212851 -0.0277695 -0.00514038 0.0191826 -0.00774718 0.0169598 0.0458998 0.0732839 0.00305993 -0.0509917 0.0150107
internal_weight=0 4643.14 930.805 738.741 192.065 3712.33 359.352 3352.98 480.523 155.911 111.203 324.612 58.7761 265.836
internal_count=80553 76449 9480 6492 2988 66969 6340 60629 4104 1239 677 2865 391 2474
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=15
num_cat=0
split_feature=30 6 87 39 83 7 39 47 42 23 78 9 51 71
split_gain=13.7184 39.0093 31.6305 38.1442 35.4569 52.3739 30.2474 32.5927 25.4337 21.2542 20.8993 19.498 20.6131 17.7631
threshold=7.0197299709370737 1.2354098401814577 44.678300050851895 8.277850241833022 0.1166245806937737 0.7223324666192944 10.192893778505256 0.14861651441074172 0.10009699307340378 182.86075681927488 1.019354705661536 5.6859811011497241 0.00087887067144277445 27.776295853508053
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 8 13 -6 7 -1 -2 -5 -8 12 -3 -4
right_child=2 11 4 9 5 -7 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0019220892457029574 -8.2846433470662779e-05 0.075409666202425077 0.092084575627992285 0.079683145233969577 -0.060357759882265362 0.00013226865986686487 -0.040608233302452917 0.064233193004815212 0.042590821021555161 -0.0013518724747497784 0.0098314786836381941 0.035739527475581845 -0.063472460779797568 -0.079859878844862842
leaf_weight=747.27029783418402 636.07649100455455 11.290413860231636 57.11178430961445 135.72203300334513 145.33979813451879 9437.7735314590391 264.65660650096834 94.567152062896639 178.96064608031884 42.50262750312686 119.11928582261316 25.991233294829726 199.91000696783885 6.7145318258553734
leaf_count=9474 6652 75 314 937 2000 52296 2920 995 1048 386 1152 191 2030 83
internal_value=0 -0.0088692 0.00145914 0.018451 -0.000290369 -0.000785138 -0.00168524 0.00892176 0.00928716 0.0603581 -0.0249524 -0.0459901 -0.0560481 0.073996
internal_weight=0 1462.8 10640.2 993.262 9646.94 9583.11 1225.61 841.837 815.037 178.225 383.776 237.192 211.2 63.8263
internal_count=80553 16837 63716 9023 54693 54296 14541 10469 7700 1323 4072 2296 2105 397
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=15
num_cat=0
split_feature=9 13 91 21 104 91 93 79 26 13 43 77 77 16
split_gain=21.6143 23.497 22.7167 40.3595 31.8935 14.3809 13.2307 15.3718 10.6705 19.3878 3.70257 1.9335 1.82649 0.256418
threshold=17.000622851032215 0.94253634981726808 0.013455610273345646 18.533353169123835 62.163977877581168 0.022156315829436894 0.30040005574417367 1.017235395689043 184.08250504540442 0.56402984674885748 0.051375387943737132 182.94444444444449 231.05555555555557 0.23771333955680773
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -2 9 -7 -10 -3 -13 -8
right_child=5 11 4 -5 -6 8 13 -9 10 -11 -12 12 -14 -15
leaf_value=-0.02863016273909208 -0.11556529980492783 0.081128653350380664 -0.0032507934682061632 0.013784811842884801 -0.059132110520667094 -0.1327337590212837 0.079791316438672599 0.068896683986081939 0.041713772271203264 0.10000916099327413 0.084936667370395721 -0.13941318146086698 -0.077869809367911519 0.11835013000347767
leaf_weight=257.98054405095172 15.368520699674269 0.68053776770830054 4803.6461441427746 1720.4115839499282 104.35244211275131 7.5704078823328 4.2326473034918299 6.3984771005925714 30.020503159612417 6.7885974971286487 58.320033049327321 5.9111211597919455 26.180115371833381 2.9106347262859344
leaf_count=10514 97 4 48075 16531 2112 25 35 84 192 58 447 19 2350 10
internal_value=0 -0.0011944 -0.000792391 0.00825394 -0.00443893 0.0397145 -0.0225882 -0.0613421 0.0572529 -0.0226984 0.0702484 -0.0856688 -0.0892059 0.0955027
internal_weight=0 6919.16 6886.39 1978.39 4908 131.61 28.9103 21.767 102.7 14.359 88.3405 32.7718 32.0912 7.14328
internal_count=80553 79605 77232 27045 50187 948 226 181 722 83 639 2373 2369 45
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=15
num_cat=0
split_feature=73 10 83 92 11 7 22 39 11 56 56 28 11 61
split_gain=16.7285 18.7657 25.7766 28.0144 16.1061 19.6135 16.7693 13.7717 1.0108 0.648443 0.0900825 0.00289552 0.00205153 0.000216729
threshold=40.07017907356137 1.6103112629191298 2.82276502616689 0.31397892600908212 2.2323579260441355 1.5026938448534783 1046.7894583298294 23.388343260382538 1.353290199302533 0.018227704056246668 0.045932831794755484 208.68481137789917 2.5288504360972319 0.030679320585756936
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 9 -2 -11 12 -10 -13
right_child=8 2 7 -5 6 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.013398499538686923 -0.16713853960941405 0.0056395478302243493 0.019201747715603588 -0.011954200263650067 0.030469144130410238 -0.019060003090143704 0.19204650500861598 0.085602860667820801 -0.077922733381691561 -0.12308760848305798 -0.092995465839691135 -0.07895334936223608 -0.083838005573188892 -0.075567306835364459
leaf_weight=791.49062040168792 3.8131096959114057 1528.880461464345 149.10019729300984 2217.9845787490485 220.35069798989571 243.41945869466872 6.6160814160830332 39.511978339636698 1.1597662777639928 2.2159770694561303 1.8051763994153587 0.20847868919372592 1.1857719048857687 2.0264085029484704
leaf_count=9731 7 24298 2326 35021 2787 5244 200 631 36 5 54 3 6 204
internal_value=0 0.000443108 -0.00295942 -0.0047752 0.0110547 0.00576399 0.0351791 0.033112 -0.115776 -0.137594 -0.109579 -0.0784589 -0.0809132 -0.0758832
internal_weight=0 5197.35 3935.48 3746.87 1261.88 1034.91 226.967 188.612 12.4147 7.83426 4.02115 4.58043 2.34554 2.23489
internal_count=80553 80238 62276 59319 17962 14975 2987 2957 315 66 59 249 42 207
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=14
num_cat=0
split_feature=13 13 9 80 58 41 27 14 38 97 62 104 9
split_gain=14.4903 14.5228 15.2766 12.4667 9.30424 8.83133 7.62664 7.1599 4.19143 1.61656 1.5461 1.19691 0.501927
threshold=0.20951226785523377 1.4914216012506707 13.075711856428317 0.05510313329440876 0.081878108320580387 0.13921128137483768 8.2781961016438697 0.10698037040077342 3.2795991331766263 5.8070367595842525 0.10829170941688428 138.83425436078571 3.1543911250701013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 11 -4 8 -8 -3 10 -6 12 -1
right_child=1 6 5 -5 9 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.076373523165645413 -0.037743699928132958 0.014480631051287121 0.2062737068691996 0.00026756557453784979 -0.099241854751525443 -0.0464216444817903 -0.1289004888198389 0.067777340643482453 -0.11253811685010007 0.15823074572321827 0.079505184702114859 0.085594813128278435 -0.076236475285479555
leaf_weight=0.22524161729961534 87.855519365984946 7.8001828128471953 1.4054172039031971 4821.4202676523128 0.49227306246758118 86.821872814325616 1.9169544503092755 53.761570976581424 3.8952853642404079 2.638371041044592 28.462341402308084 0.54893133044242848 4.989849935984239
leaf_count=7 3155 45 76 71321 1 3462 10 538 38 9 1360 3 528
internal_value=0 -0.000532127 -0.00115387 -0.000412677 0.0619777 -0.0423963 0.0455859 0.0610059 -0.0278242 0.0832945 0.0764662 -0.0548611 -0.0696452
internal_weight=0 5064.88 4997.5 4909.28 37.357 88.2273 67.374 55.6785 11.6955 31.593 28.9546 5.76402 5.21509
internal_count=80553 78645 78014 74476 1908 3538 631 548 83 1370 1361 538 535
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=14
num_cat=0
split_feature=41 65 97 73 43 60 60 23 53 71 3 45 63
split_gain=13.645 29.5656 25.6866 17.1898 20.6371 16.5827 27.0775 20.3063 15.9399 12.5903 11.766 21.261 9.11683
threshold=3.4994503078576362 4.2632357628935775 5.0674109248000567 4.1031659902086028 0.69710798544793462 1.4272196228480496 0.82580365936138811 1382.9056581315597 0.35188077021978897 81.187242629603062 5303.1081796812423 45.622746415916801 0.044345857524956601
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 6 -1 -7 -5 12 11 -3 -4
right_child=2 10 9 8 -6 7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.00054278770593210908 0.19853432539125815 0.15973637692489168 0.063277712988162343 -0.015104129222805955 -0.05837062754436903 0.065606637669169507 -0.060862122190941115 -0.068864799646924435 0.097959033287108241 -0.081598834957911925 0.21529542697269533 -0.021965758662021474 0.203985533564531
leaf_weight=11557.916059921845 3.1959442198276511 12.438450657762589 17.051738958805807 135.5094337540213 144.58456903405022 71.593484193552285 72.261891905451193 13.31887681270018 13.73300330468919 4.4880122928880146 6.6000026101246467 13.352601130492983 6.3082979666069141
leaf_count=74475 13 59 77 1941 1923 670 569 243 417 32 37 66 31
internal_value=0 0.000746527 -0.0200291 -0.0286391 -0.0528147 0.000482735 0.00016126 0.0445142 -0.00470027 0.0718032 0.0961538 0.0656651 0.101275
internal_weight=0 11747.5 324.871 297.023 147.781 11715.1 11630.2 84.9124 149.242 27.848 32.3911 25.7911 23.36
internal_count=80553 76119 4434 4294 1936 75957 75044 913 2358 140 162 125 108
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=13
num_cat=0
split_feature=91 13 49 83 9 85 49 67 43 76 79 85
split_gain=20.3275 20.4428 37.9072 49.4261 43.2972 36.7545 26.9895 15.9599 11.6923 13.1087 12.6709 7.08269
threshold=0.52066727392625023 0.36960320489362908 0.19426700070917061 0.70772351086619623 5.9366509807438534 0.11588141542016618 0.11824051673042611 0.0070493886329751213 0.022726920980180972 213.50000000000003 1.024581334582469 0.1433165299585856
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 -2 11 -11 -10
right_child=8 2 3 -5 -6 7 -8 -9 9 10 -12 -13
leaf_value=0.028533838795778067 -0.2838275567712607 0.017018893797381963 0.023619288774667881 -0.029275972750419571 -0.0097116932997844702 -0.49669232173208622 -0.0073467882327840558 -0.044086783765077492 0.043203911879541673 -0.083838741268672939 0.092269217989087007 -0.088473835553148139
leaf_weight=236.16178886295529 2.0731467859586692 832.86565898582921 1356.3506162158446 203.10664362474199 2224.1861143314018 0.78178344015031953 1866.7774358053284 226.56084310100414 20.159011582087263 52.247398009902099 4.432107212021946 5.1228780023520804
leaf_count=1925 17 17546 15737 8211 14780 18 11801 8010 144 2263 37 64
internal_value=0 0.000188702 0.00404282 0.0167301 -0.00242919 -0.00744668 -0.00331736 -0.0456432 -0.0492907 -0.0433582 -0.0700678 0.016522
internal_weight=0 6946.79 4616.51 1559.46 3057.05 2330.28 2102.94 227.343 84.0345 81.9614 56.6795 25.2819
internal_count=80553 78028 56274 23948 32326 21754 13726 8028 2525 2508 2300 208
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=15
num_cat=0
split_feature=71 87 6 93 48 76 79 70 57 8 85 45 71 92
split_gain=17.7227 26.9865 23.7701 39.3445 22.5035 21.2195 26.2471 14.1601 10.3506 15.4388 10.1844 8.92077 16.5328 8.52755
threshold=27.303746169448495 431.82864726578822 5.9346073027794963 0.2163230462003706 0.075094023236688873 1022.5000000000001 1.015773838598115 31.472809349567317 0.0026944102664645544 8.426579400850672 0.27623441017282563 1104.943469943792 55.797909407423724 0.43200737028091984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 8 9 -2 -10 -9 -13 -7
right_child=7 5 4 -5 -6 13 -8 11 10 -11 -12 12 -14 -15
leaf_value=0.058853998059951389 0.16052905779660664 0.070098449829447712 0.069282201145035999 -0.00064834745126487504 -0.050833892136939722 0.12488892610118302 0.0026417337731881492 -0.060665541534907136 -0.025731561310944923 -0.064552046399640184 0.021789925266394145 0.14467689122514038 -0.076064881694436925 0.04627519462403306
leaf_weight=114.1641257207375 8.370327906101009 73.91341237956658 17.468745561316609 4175.756605427945 145.58316275052493 26.740057290997356 262.64224804466357 100.80855449728551 163.72300391469616 4.792143117520026 62.243014659616165 6.2817723001353425 7.3780252501601353 28.510055515856948
leaf_count=2062 414 652 133 54359 1911 182 2262 11045 4472 731 1083 118 834 295
internal_value=0 0.00172459 -0.000489249 0.000935139 -0.0379651 0.0268855 0.0174564 -0.0214658 -0.00762034 0.0785824 -0.0126416 -0.0503894 0.0254483 0.0843228
internal_weight=0 4844.78 4452.97 4289.92 163.052 391.806 336.556 353.597 239.128 13.1625 225.966 114.468 13.6598 55.2501
internal_count=80553 61856 58465 56421 2044 3391 2914 18697 6700 1145 5555 11997 952 477
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=15
num_cat=0
split_feature=12 48 98 79 65 51 1 58 47 79 86 17 103 71
split_gain=13.3957 14.6294 26.7612 53.5153 26.1314 21.6802 31.2848 17.7346 11.4311 10.9526 34.032 13.0912 6.02588 5.66506
threshold=0.19898658805474714 0.22647316718489593 0.68500252059961175 1.0181795828306315 0.022334942910299731 0.0025034155672572934 3.4036656660529254 0.034403402179093719 0.089651607112177525 1.0242926621329114 192.28547631868165 0.28264205922898705 0.097131913782933565 5.3727969069082882
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 11 -11 -1 -10 -14
right_child=1 2 4 -5 -6 6 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.036076957833823746 -0.016944131821150434 0.026375911913686559 0.29846105674851192 -0.015303825290045932 -0.014624054416493502 -0.020988115234624807 0.02677363853696468 0.0082133427428439775 0.24332830521487314 0.35285683255574474 -0.013022963458983445 0.024910000417005019 -0.15642933367241818 0.056186251373085229
leaf_weight=57.49124752683565 533.36893118044827 612.13107486080844 2.6702250782400361 620.14004799397662 1633.0170968980528 170.92161328229122 693.94606453226879 590.37354400812183 1.6911280993372191 3.6962536911014459 8.1423355657607299 90.764885631157085 1.2766382992267598 68.205034378566779
leaf_count=1829 29783 5543 164 5420 12129 2297 5394 15053 6 121 312 904 5 1593
internal_value=0 -0.00115838 -0.00572859 0.0054006 -0.0141129 0.00543274 0.0173346 -0.00372731 0.0234751 0.00865147 0.101212 0.00126028 0.0568192 0.0522797
internal_weight=0 4856.57 2867.96 1232.27 1635.69 1988.61 864.868 1123.74 231.268 160.095 11.8386 148.256 71.1728 69.4817
internal_count=80553 75783 23256 10963 12293 52527 7691 44836 4770 3166 433 2733 1604 1598
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=15
num_cat=0
split_feature=93 43 39 71 60 78 75 91 13 71 26 39 83 78
split_gain=13.5137 26.3556 22.1764 28.9033 21.0608 25.1042 20.8737 19.8757 32.4569 29.5699 28.2561 26.7003 28.1458 23.3687
threshold=0.24624057900613119 0.44813158567667305 2.686780031478841 23.30919234816913 0.0020713281712814364 1.0130643265671151 5.6535021571841346 0.017935185897939163 0.79705925434024516 20.990101627832825 961.96740396256871 8.277850241833022 3.0277336460012378 1.014938851054427
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -6 8 10 -10 -2 13 -13 -9
right_child=7 2 3 -5 6 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=0.13687592314906014 -0.0095552434711001135 0.33905182652312837 -0.082113018289245637 0.074473687238244698 -0.037724111137449515 0.0069647645013973802 -0.0084757620317324252 -0.023827131741945919 0.047525220795759118 -0.028473572596666205 0.02615041590322871 0.010028106587072289 -0.028290105579349963 0.0011999846111615808
leaf_weight=16.044313187710941 3207.5702788647031 2.5688028014264992 15.145600355463101 53.172734496067278 349.62608140823431 204.07865875284187 807.69423730904236 506.28718271967955 206.1804980551824 68.107722664019093 238.08639827393927 4771.1916777073639 199.71571935422253 1418.1100413273089
leaf_count=100 22529 31 163 723 2677 1402 4126 3910 1738 637 1947 26218 2084 12268
internal_value=0 -0.00885878 0.0506055 0.0397597 -0.011919 0.0164337 -0.0173117 0.00143857 -0.00445263 0.0286542 -0.00708807 0.00461682 0.0084886 -0.00538437
internal_weight=0 1448.33 70.8871 68.3183 1377.44 220.123 1157.32 10615.2 3719.94 274.288 3445.66 6895.3 4970.91 1924.4
internal_count=80553 9222 917 886 8305 1502 6803 71331 26851 2375 24476 44480 28302 16178
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=15
num_cat=0
split_feature=104 93 101 41 95 7 60 85 3 95 37 8 85 60
split_gain=19.9887 20.1978 22.7408 42.0857 35.0752 22.0301 23.2706 12.0611 9.49857 5.56123 7.21285 4.26123 3.61939 0.0122981
threshold=214.79687922682893 1.0195999214003193 1.1891203119665226 0.3480388392075065 0.026794373591213064 1.3149979124199189 0.0027005399908210941 0.090592562266913659 5303.1081796812423 0.0071724764258657469 464.3134813589017 0.85219686075550227 0.041344585209994338 0.014107506756246339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 11 10 -10 -2 -13 -11
right_child=8 5 3 -5 -6 7 -8 -9 9 13 -12 12 -14 -15
leaf_value=-4.5599144208922576e-05 0.092452626705617769 -0.081855942676710286 0.031109925811935463 -0.00093491234201185849 -0.028744623088471186 -0.0098469413993849588 0.10209970683265886 -0.097676004303750591 0.1732364660394583 -0.093700197289734846 -0.011492653461285418 -0.22983448093685191 -0.096152735933173847 -0.078362457567730304
leaf_weight=4608.048882935138 1.1212867285648851 11.247878464462703 634.27288653631695 1158.2852767758377 469.22343026708404 22.097819323651493 17.695154687098693 53.464235909683339 2.8947644267173036 0.57485749572515388 7.8332882145186886 2.1900761723518398 26.92020499627688 5.7699539475288475
leaf_count=28740 26 533 3060 15648 28449 161 663 2351 39 5 92 5 428 353
internal_value=0 5.70247e-05 0.000720762 0.0104037 -0.00269786 -0.043575 0.0306106 -0.0719907 -0.0651672 -0.00553853 0.038353 -0.0988417 -0.10621 -0.0797521
internal_weight=0 6974.34 6869.83 1792.56 5077.27 104.505 28.943 75.5621 47.3044 17.0729 10.7281 30.2316 29.1103 6.34481
internal_count=80553 79605 75897 18708 57189 3708 1196 2512 948 489 131 459 433 358
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=15
num_cat=0
split_feature=95 87 37 105 91 39 100 103 16 9 111 87 13 75
split_gain=18.6338 39.3714 35.3218 36.9468 57.262 31.7911 30.9222 29.7019 31.3529 26.7874 21.5734 22.7278 19.3138 16.6357
threshold=0.033206330871528029 34.271876578311996 37.496462484223692 12.690521956577653 -0.37625687275135206 6.015763047080962 0.052939888547183421 0.4879927157222877 0.065667286868736227 4.8833022520563221 10.143381786212027 95.476511467015271 0.57535996249187871 0.89859190709097214
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 4 -4 13 -7 9 -9 -3 11 -2 -5 -1
right_child=2 7 3 12 -6 6 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.38614539224977956 -0.0024891583366272521 0.033339217510942536 0.37856085495855729 0.024700939408619633 0.051724287056691992 0.057029040374872032 -0.071374161259732255 0.32963765823021446 -0.0082842311810122134 -0.036747047702411571 -0.048947018597433195 0.031707893025116625 -0.016046505810017819 0.061895520852988328
leaf_weight=0.85202974732965486 1775.5259136954555 343.8227449124679 5.5066038612276307 330.20617544592824 202.03607546142302 20.819765791296959 189.12145704776049 2.7500153183937064 1730.1864530838648 64.81369252956938 89.444322661496699 218.23619557154598 179.58722670504358 30.286665305495262
leaf_count=17 21203 3925 44 3564 2645 340 2224 12 38159 1205 1683 2686 2410 436
internal_value=0 -0.00634215 0.00568876 0.0248272 0.060396 -0.0446551 -0.0586405 -0.0020292 -0.00774798 0.0222229 -0.000901393 0.00125403 0.0103467 0.049636
internal_weight=0 2382.65 2800.54 717.336 207.543 241.08 209.941 2141.57 1732.94 408.636 2083.21 1993.76 509.793 31.1387
internal_count=80553 46318 34235 8663 2689 3017 2564 43301 38171 5130 25572 23889 5974 453
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=15
num_cat=0
split_feature=78 104 95 4 30 76 78 59 13 76 54 93 55 77
split_gain=13.8624 33.8033 32.0097 22.7031 21.0487 17.6715 17.6008 68.7048 39.5888 29.8993 21.5857 19.2399 13.0882 11.0296
threshold=1.0169021068173663 39.112220327619404 0.13909804633235048 7.9187400542685404 14.525691009727433 219.50000000000003 1.0223808958889418 0.053822716838652272 0.42260206421513163 2214.5000000000005 0.087081979935143092 0.82720972862737618 0.11961675194764802 702.16666666666674
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 9 11 -9 10 -2 -8 -11 -4
right_child=6 4 13 -5 5 -7 7 8 -10 12 -12 -13 -14 -15
leaf_value=-0.020969536121549545 0.024991174111483203 0.090190580567971232 0.073710405161982254 0.044548008924753836 -0.020560623954680883 0.037972408157601431 -0.039901290169551837 0.09377145646836714 0.0020696601985191868 -0.08860763696666657 0.0014003740477677483 0.026624484140598256 0.092756912260788499 -0.0073676677202818494
leaf_weight=1199.5218563663657 465.97474813170265 42.137794402427971 53.097617259249091 55.329024697421119 90.612714155344293 119.73355018813163 406.4106980067445 77.10683259437792 120.88426223164424 4.3081043674610546 2313.8422891218215 48.680772096151486 52.08778445282951 24.529727291315794
leaf_count=32335 10585 304 245 574 1380 1828 9521 1193 1632 130 19401 726 349 350
internal_value=0 -0.00786867 -0.0142257 -0.0180807 0.0256806 0.0127576 0.00340919 -0.0113915 0.0377826 0.00681729 0.00535485 -0.0327851 0.0789024 0.0480903
internal_weight=0 1584.96 1332.48 1254.85 252.484 210.346 3489.3 653.083 197.991 2836.21 2779.82 455.091 56.3959 77.6273
internal_count=80553 37016 33504 32909 3512 3208 43537 13072 2825 30465 29986 10247 479 595
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=15
num_cat=0
split_feature=9 93 65 111 101 78 60 29 97 41 17 13 93 97
split_gain=13.0926 36.7743 27.8412 48.471 37.5651 30.1844 25.7338 28.1744 24.0791 46.2119 36.0649 21.809 19.5102 14.5556
threshold=6.1634830271859391 0.50022069046347262 0.011485016047872108 0.76580031671841065 0.30046353108299056 1.0231958515692152 0.11904451235498857 2.5973768286439092 3.1355614040840143 0.76265365867097523 0.54191417903068129 0.41286683315334527 0.22503862844906117 4.7964562411749343
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 13 5 -4 7 -1 10 -10 -3 -8 -6 -2
right_child=2 8 4 -5 12 -7 11 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.056764223174710721 -0.095607901149994012 0.017228916914777129 0.027038624261951579 -0.085225051699814119 -0.0089577154196253863 0.14658585920375702 -0.084149850339226423 -0.0060119464084530932 -0.013507651390200598 0.028984520551347166 -0.024745683331463385 -0.021123214628433921 0.0067682844345907794 0.042812237365721796
leaf_weight=114.00130787445232 8.6776476576924306 1628.9473779553082 62.26226996537298 91.13391824439168 965.71035243954975 31.962851224467158 81.099424289423041 2699.029901884147 1254.587677501142 321.53233019355685 234.11668588360772 169.95844226609915 4308.9899413280655 60.992373683489859
leaf_count=1834 34 12633 460 638 6156 126 1278 18358 7946 1251 4718 1156 23344 621
internal_value=0 -0.00283975 0.0037791 -0.0372213 0.00500709 0.0675912 -0.0108065 -0.00806874 0.00425815 -0.00483914 0.0119543 -0.0414828 0.00388911 0.0255715
internal_weight=0 6503.27 5529.73 160.804 5368.93 94.2251 3064.09 2813.03 3439.18 1576.12 1863.06 251.058 5274.7 69.67
internal_count=80553 49174 31379 1293 30086 586 22626 20192 26548 9197 17351 2434 29500 655
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=15
num_cat=0
split_feature=51 93 93 103 30 43 43 67 79 68 93 16 66 51
split_gain=19.0736 20.8059 37.1937 65.0917 42.3381 30.0126 41.1352 32.533 10.8948 12.5143 6.90623 2.10225 1.13973 4.91569
threshold=0.0052986136675951473 0.36312129427053258 0.24364058053129325 1.0669274189236886 35.398911866800155 0.033820518107234514 0.024052857795421562 0.0043108720739578983 1.0161902832415313 0.38948813276167776 0.61905376195073369 0.13135966410647215 0.24703642879804005 0.0064912332316814881
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 11 -11 -2 -10 -14
right_child=8 5 3 -5 -6 7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.023305546855626746 -0.20995418115318595 0.019175138904489027 0.0043888294789967419 -0.033320551413236296 0.018477280738441147 0.12115889013803152 -0.03040069820532261 0.0085016249293927426 -0.077040920188521253 -0.078903409195127214 0.083965823866675171 -0.069419432563579173 0.10472216920255728 -0.075834500524321849
leaf_weight=329.74485173726862 1.2227064967155481 257.64270755296457 891.76720955815108 940.52348965127021 916.7301227292337 25.848820720799267 477.66828800478834 3075.8659731233638 50.024954835222161 3.1697603920038118 14.574590349780918 8.2228267737518745 1.8963802907092011 7.3596012314592372
leaf_count=3820 2 3661 8110 6917 4762 71 4642 35260 8606 302 676 924 140 2660
internal_value=0 0.000221147 -0.00590209 -0.0149676 0.00742397 0.00513433 -0.01303 0.00944048 -0.0470374 0.00537429 0.0548717 -0.0876114 -0.0710766 -0.0388418
internal_weight=0 6915.79 3078.77 1832.29 1246.47 3837.03 735.311 3101.71 86.4708 27.1899 17.7444 9.44553 59.2809 9.25598
internal_count=80553 67243 23609 15027 8582 43634 8303 35331 13310 1904 978 926 11406 2800
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=15
num_cat=0
split_feature=93 95 43 1 13 82 33 49 23 23 97 111 27 43
split_gain=16.9395 37.1426 38.1923 34.4652 33.7654 26.7094 26.4241 25.8348 50.4624 41.395 34.1711 33.6895 20.9997 17.5472
threshold=0.44647171391559282 0.048082280681590574 0.031619027363870428 16.364368279077279 0.6588093879224316 1.3825690238864687 46.179116999246169 0.10184155311063844 95.216045999930586 54.21001818557793 3.3594484597651819 2.4916607162130959 3.8461578295828374 0.2381192617866785
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -4 -3 8 12 13 -11 -10 -1 -9
right_child=1 4 5 -5 -6 -7 -8 9 11 10 -12 -13 -14 -15
leaf_value=-0.36658028250203178 0.0143241218052694 0.016053490391959354 -0.026346278669137579 0.16550215647262764 -0.023721424635535126 0.014924495372301666 0.16117720408168956 -0.086186743221567302 -0.11436337037251976 0.020390622530625707 -0.010213552472090024 -0.025393910505875722 0.032177829125080874 -0.0096437475927608329
leaf_weight=1.3336252802982915 154.10935328295454 819.82995329261757 1208.3771352437034 16.715774135838728 248.62318442383548 180.19567702394852 12.741497740964403 58.78307286882773 58.039915499743074 1570.3785367841629 475.24714300491905 159.58767003199318 135.94343496579677 61.060099848662503
leaf_count=22 2020 10060 20511 1236 5171 3350 128 406 397 15022 16904 2869 1847 610
internal_value=0 -0.00562596 -0.0155015 0.0291174 0.00861739 -0.0209906 0.0182744 0.00583531 -0.0191734 0.00993404 0.0132806 -0.0491215 0.028304 -0.0471881
internal_weight=0 2640.59 1559.4 170.825 1081.19 1388.57 832.571 2520.37 354.905 2165.47 2045.63 217.628 137.277 119.843
internal_count=80553 42476 27117 3256 15359 23861 10188 38077 5135 32942 31926 3266 1869 1016
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=15
num_cat=0
split_feature=97 6 49 99 85 67 6 30 57 69 23 51 9 35
split_gain=13.7578 32.0354 36.0585 33.9984 28.8012 27.4379 26.5527 29.0463 17.8204 17.0166 16.4935 16.2678 16.1561 16.1311
threshold=1.4978188326063526 1.5566671048940381 0.51435171733669116 1.0056742178825573 0.45919161386837964 0.018259779411108405 0.21668980050157585 0.62039657989658048 0.28039301008335843 0.16783208236889094 154.10193237852545 0.011124609237281761 1.8966595863101292 41.85026373778306
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 6 -1 12 -8 -6 -3 -5 -10 -2 -4
right_child=4 3 13 10 8 -7 7 -9 11 -11 -12 -13 -14 -15
leaf_value=0.46101552991882971 0.10319690553090917 0.15250977734105819 -0.014473333430300895 0.026302933423295757 0.062945090846794324 -0.036282104434022126 0.31313968436949913 -0.0027393572353209975 0.10361081750021231 0.060061972846460122 -0.050491993958308251 -0.026939081548230194 -0.084909898225640212 0.067327389471718818
leaf_weight=1.1157761376816768 4.9769638755824408 26.044123052852228 37.023333068937063 141.02542617567815 108.35728423390538 196.51681332814042 2.9130560159683219 4224.9655920458026 11.64350016787648 84.539808820933104 34.885207048500888 52.960326744709164 55.282479057321325 69.103110443335027
leaf_count=67 46 261 440 2199 669 5459 6 67002 42 377 627 374 1601 1383
internal_value=0 0.0143982 -0.00822683 0.0383867 -0.00184745 -0.0334745 -0.00346116 -0.00252171 0.0381603 0.0818348 0.0110736 -0.00341017 -0.0693737 0.0387903
internal_weight=0 590.254 303.759 286.495 4461.1 197.633 4288.14 4227.88 172.961 110.584 175.911 64.6038 60.2594 106.126
internal_count=80553 10813 7349 3464 69740 5526 68655 67008 1085 638 2826 416 1647 1823
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=15
num_cat=0
split_feature=23 64 64 23 79 97 97 57 55 47 97 35 64 97
split_gain=12.9309 21.8233 19.553 17.4722 21.783 53.737 52.0724 16.7562 45.5627 45.1855 14.5172 10.6214 8.14591 24.3353
threshold=2414.0013245730347 0.031415740238572347 0.11323552288036075 1111.2196128664332 1.0130721712303294 5.9581090324408068 6.2767658913606343 0.0032481062390013848 0.081286815456294445 0.009162552595150553 3.3037578960128084 6419.8478903334508 0.0060871277629226091 8.480453123270193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 10 7 5 -5 -6 8 -1 -9 -3 -4 13 -2
right_child=1 2 11 4 6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0055583515413863962 -0.031647772245145901 0.032467963090417502 -0.031870855082577587 -0.028392584544111352 0.022592690172051923 0.14263390624831715 -0.030863491804927062 0.025380797765875113 -0.076302983082788545 -0.00087433615610855325 0.18178508135519672 0.085132926762186256 -0.048506523415505584 0.31667751134534894
leaf_weight=1738.1283106188057 10.803006540983914 17.453886356204752 49.584252103697509 33.549736913759261 717.25375897320919 40.608451437205076 244.29181270301342 712.80066902702674 96.06973610073328 8153.7388090096065 10.38559268042445 9.1978132575750333 160.79133938904852 2.4629896581172934
leaf_count=8854 185 139 279 388 4666 257 1346 4564 295 57017 51 45 2455 12
internal_value=0 -0.0218812 0.0191336 0.000636937 0.013039 0.0652602 0.00901153 -0.000563437 -0.00926374 0.00123637 0.0881711 -0.0135629 -0.0422927 0.033023
internal_weight=0 260.679 86.6215 11736.4 1035.7 74.1582 961.546 10700.7 1834.2 8866.54 27.8395 58.7821 174.057 13.266
internal_count=80553 3166 514 77387 6657 645 6012 70730 9149 61581 190 324 2652 197
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=15
num_cat=0
split_feature=77 95 41 97 21 77 45 95 91 49 77 44 45 28
split_gain=20.6408 24.8321 28.2154 40.8935 24.0044 21.2897 31.8877 41.2673 18.8429 21.4416 10.4421 0.918118 0.115673 0.0544678
threshold=955.38888888888903 0.0062398876494153205 0.25067869781514085 3.8520811525759249 59.766261449075991 801.50000000000011 23.878718637703432 0.047682338047229059 0.52066727392625023 0.51435171733669116 250.83333333333334 27.75420343448911 191.92620843267653 36.453475228946452
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 4 -4 -3 8 13 -8 9 -1 -10 -2 -13 -7
right_child=1 2 3 -5 -6 6 7 -9 10 -11 -12 12 -14 -15
leaf_value=-0.00024491992804836718 0.029392196795757511 -0.085579522517959125 -0.059625734110066254 0.030713005295224693 0.037855414066048948 -0.076378769632697782 0.030247624954842695 0.19262565403907123 -0.0036607543192244598 0.046527513802862748 -0.079573700278099083 0.080203019718238316 0.055641990308445022 -0.086220120164175365
leaf_weight=6223.2794854836247 4.7653748234733966 109.82574991734873 87.75085693562869 116.80807397555327 18.393502477323636 12.554404914648332 182.13887247366802 17.122721413434192 29.915443243575282 99.579620708696893 45.955301375113777 19.791901909746233 2.1232213453622526 10.18723405167111
leaf_count=59458 26 3998 6090 1069 255 2309 1991 566 212 2308 1642 176 52 401
internal_value=0 -0.0236513 -0.0310935 -0.00804014 -0.0678723 0.000953512 0.0313973 0.0442009 -0.000102733 0.000491706 -0.0496416 0.0691732 0.0778235 -0.0807873
internal_weight=0 359.459 332.778 204.559 128.219 6620.73 222.003 199.262 6398.73 6322.86 75.8707 26.6805 21.9151 22.7416
internal_count=80553 11666 11412 7159 4253 68887 5267 2557 63620 61766 1854 254 228 2710
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=15
num_cat=0
split_feature=95 73 19 6 79 6 57 13 51 51 27 19 67 16
split_gain=17.268 32.3274 30.617 32.1921 31.731 23.8219 23.3003 21.4121 27.6925 22.1932 21.3825 21.026 20.4662 13.8458
threshold=0.025131449355387744 1.1278691220010992 0.12760179283220327 1.3504247130779337 1.0156422656865789 2.0619000784089208 0.0024303873092212029 0.46803577749629638 0.0025034155672572934 0.000939446654299367 69.079801945603364 0.15114076775822918 0.0084275788073922848 0.32368555235240209
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 -1 11 8 -8 -9 -7 13 -13 -2
right_child=6 2 4 -5 -6 10 7 9 -10 -11 -12 12 -14 -15
leaf_value=-0.051796121072230056 -0.013265959896812325 0.0013751934074148497 0.024419428067972593 0.064881708085177348 -0.023350183782351437 0.056493716890015824 0.022895719193833597 -0.031438649662734325 -0.0058812841844623079 0.0017395748902093021 -0.039651122606405825 -0.08342333298430539 -0.35780754386284364 0.23352423594396932
leaf_weight=253.00454809016082 28.254706290201288 228.82014514203183 181.9768275807146 122.58053286699578 589.51866067861556 45.386838601902127 1045.4040952983778 226.40568567859009 491.68310528629809 1840.9094252148643 47.174073332455009 33.9196548582986 2.9552838830277315 2.4722366891801348
leaf_count=8457 1109 3405 2942 3212 10499 822 11759 5286 5288 20818 6520 354 48 34
internal_value=0 -0.00916931 -0.000938371 0.0235284 -0.0120825 -0.0359153 0.00366107 0.00475198 0.0136905 -0.001894 0.00749308 -0.0545046 -0.105413 0.00659035
internal_weight=0 1468.46 1122.9 351.401 771.495 345.565 3672 3604.4 1537.09 2067.32 92.5609 67.6019 36.8749 30.7269
internal_count=80553 35857 20058 6617 13441 15799 44696 43151 17047 26104 7342 1545 402 1143
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=15
num_cat=0
split_feature=78 79 11 41 78 59 97 77 11 21 14 79 86 54
split_gain=12.7678 21.6672 55.7178 54.8773 19.2032 27.0707 20.4592 18.1656 12.8777 10.3806 16.928 8.3094 5.52075 0.878817
threshold=1.0246559242500135 1.0242926621329114 2.7617193914371003 0.22569717753687904 1.0226991969130907 0.034638823891548022 1.8728379283756327 369.72222222222229 1.4055530036165151 12.769367803259575 0.082803312789423406 1.0185331374640241 40.515000850140645 0.10323063596128258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 6 -6 -1 -3 12 10 -10 -11 13 -2
right_child=8 2 3 -5 5 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.013972306379638897 -0.084133791961995025 0.19832844113094336 -0.040346022325505972 0.16722766165614536 -0.03955083059527463 0.020773279599439774 -0.0022126246683215121 -0.03150237710686235 0.31856010097115184 0.17480255386237994 -0.024346594533039279 -0.064695518024728491 0.14000034113271004 0.031664046924377881
leaf_weight=1011.5652889143676 1.5432824098970725 3.6216203067451707 17.713168845744804 45.331485523842275 261.29777954466408 103.99876259523444 3427.0321091677761 68.206282390165143 1.9281996255740512 1.4775972850620736 5.6818529518786818 73.963601438095793 5.5046506496146321 1.1391503661870954
leaf_count=14957 43 175 1017 740 4900 1011 53386 2321 41 10 183 1748 15 6
internal_value=0 0.000771984 0.040302 0.108907 -0.000337848 -0.0223767 0.00147595 -0.0199141 -0.0369804 -0.0487761 0.0625375 -0.0600047 0.0826767 -0.0349579
internal_weight=0 4938.77 134.873 63.0447 4803.89 365.297 4438.6 71.8279 91.2383 83.0513 7.61005 75.4412 8.18708 2.68243
internal_count=80553 78507 4253 1757 74254 5911 68343 2496 2046 1982 224 1758 64 49
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=14
num_cat=0
split_feature=83 60 73 23 60 63 97 93 78 38 104 97 42
split_gain=12.4351 11.7192 24.4394 28.3313 19.1373 36.6632 11.9876 11.8527 2.69467 4.14819 3.0629 1.28506 0.154154
threshold=13.359316733472427 1.4272196228480496 2.6602561878730886 1382.9056581315597 0.82580365936138811 0.008398928821855384 3.7808917285864694 0.71756621185996428 1.0143870922222833 3.1522887128035344 42.258005564845057 5.1093395594641402 0.053469171858660992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -6 -4 -1 9 -2 -11 12 -10
right_child=8 2 6 -5 5 -7 -8 -9 11 10 -12 -13 -14
leaf_value=-0.00082551895643259005 0.23642866302205939 0.096776309961446816 -0.062563301638021193 -0.068237724224645219 0.095937932875959128 -0.066766997602324782 0.1018043765158247 0.0086322339628083569 -0.096278347441284329 0.0817888341697324 -0.066441816791443731 -0.015436943353662897 -0.078176065495479702
leaf_weight=10205.656641047564 0.63309689715970119 57.870427253306843 28.175857377587818 12.685260147787629 16.334698336431757 91.02237622247776 5.2664418127387753 1522.7974447946181 6.5324976230040255 1.8469651173800228 5.683722524321638 3.1753282165154806 16.808464032394113
leaf_count=65910 27 555 355 227 159 811 66 11206 32 22 168 17 998
internal_value=0 0.000311416 0.0337338 0.0671083 1.77434e-05 -0.042011 -0.0366789 0.000402455 -0.0596558 -0.00941885 -0.030087 -0.0751227 -0.0832424
internal_weight=0 11939.8 103.998 70.5557 11835.8 107.357 33.4423 11728.5 34.6801 8.16378 7.53069 26.5163 23.341
internal_count=80553 79289 1203 782 78086 970 421 77116 1264 217 190 1047 1030
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=15
num_cat=0
split_feature=73 60 9 1 63 85 60 76 65 85 31 105 35 21
split_gain=19.1013 28.2014 27.3857 45.4354 28.0272 25.0015 38.6211 67.0496 21.2149 20.7697 22.308 13.2711 12.3024 3.50649
threshold=0.39107058365266389 1.2211009301680622 11.017620051111306 15.049890322481671 0.013048286240276508 0.11588141542016618 0.0059338050188927497 130.50000000000003 0.038566437300683952 0.073041199181359207 41.670500814723226 35.4122650532397 944.20385144190698 106.63826456695358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 9 8 -8 -7 10 -1 -11 13 -3
right_child=1 12 4 -5 -6 6 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.10992253420394814 0.0030640403801843363 -0.094107417217068279 -0.0020447470783193141 -0.016695853074512362 0.026916312019339778 -0.030966504195630226 -0.68834475019003893 -0.082832713797597921 0.077243054141843112 0.043378545810397344 0.011123314363819071 -0.18456381934894445 0.052440996875173021 -0.21662468961564812
leaf_weight=15.923344857350456 2803.6641259758035 36.138039614786976 742.64992329536472 1989.3213116289189 607.50475865259068 47.33587507296761 1.935852676630019 33.048674830875825 29.352833997254493 296.17871566259419 347.20210985653102 2.5764245036989442 5.9500278814230105 2.4974709323141715
leaf_count=337 50094 1589 3547 13586 2624 1502 15 885 491 2093 3417 37 166 170
internal_value=0 -0.00216872 -0.00159359 -0.00513727 0.0109863 0.0144986 -0.029269 -0.116338 0.010451 0.0218831 0.00581536 0.0414128 -0.0814131 -0.102027
internal_weight=0 6187.73 6143.14 4792.99 1350.15 773.554 111.673 34.9845 76.6887 661.881 363.125 298.755 44.5855 38.6355
internal_count=80553 71776 69851 63680 6171 8777 2893 900 1993 5884 3754 2130 1925 1759
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=14
num_cat=0
split_feature=47 67 53 9 55 16 98 73 33 67 39 91 9
split_gain=15.4726 17.9971 51.8525 32.5279 30.2358 29.8352 26.9973 15.8515 2.54821 5.61357 1.04428 0.0412659 0.00378466
threshold=0.0046032835027784965 0.019766478316009046 0.0099360804972953298 4.9541388427347064 0.076075312633564318 0.14057332171658718 0.45225234177354784 2.4838911920713898 4.4491950260761177 0.0053723628971842846 4.0255393385049993 0.52066727392625023 4.6593922731609405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 7 -7 -2 9 12 -10 -12 -1
right_child=1 2 4 -5 -6 6 -8 -9 10 -11 11 -13 -14
leaf_value=-0.085696838555759144 -0.058022713768925677 -0.039455558052367438 0.021476035732056229 -0.16607544220237894 -0.0047067845732220058 0.036983921621910935 0.00540896904775487 0.039906206603039084 -0.14803156998381789 0.099489837101152334 -0.076819468837748206 -0.10421847757237249 -0.076831966840063534
leaf_weight=0.53396694734692385 91.368688336806372 153.60184890124947 521.97850142838433 23.376255715033039 2844.7364689654351 362.28720541053917 1072.2292360985448 20.179653649684042 2.3147564223036197 2.6622993173077703 22.002948433393616 0.56377898540813376 4.9101204224862158
leaf_count=5 4966 1673 6327 306 34135 3531 25196 603 32 24 3527 6 222
internal_value=0 0.000506918 -0.00342078 -0.0561802 -0.000647377 0.00950949 0.0133832 -0.0403069 -0.0682011 -0.0195083 -0.0840652 -0.077504 -0.0777015
internal_weight=0 5089.76 3543.69 176.978 3366.71 1546.06 1434.52 111.548 32.9879 8.10639 24.8815 22.5667 5.44409
internal_count=80553 76737 42441 1979 40462 34296 28727 5569 3816 251 3565 3533 227
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=13
num_cat=0
split_feature=11 95 84 12 105 19 55 55 105 42 42 21
split_gain=12.4565 13.6499 22.0748 15.0454 13.6376 12.8192 10.4679 11.4001 8.11674 6.68246 6.673 5.61122
threshold=6.9991706766120361 0.0041898312941710423 0.2185835416658167 0.19898658805474714 19.967009737573424 0.072696729573626551 0.060368712110586566 0.11032972920153047 69.447379545492211 0.018324926037229208 0.051531952280152289 172.90398338532881
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 -3 -2 8 -8 -1 -9 -4
right_child=6 3 11 4 -6 -7 7 10 -10 -11 -12 -13
leaf_value=0.21204697486584193 0.30498719152780218 0.14622990989585771 -0.03971573455549697 -0.0064817488274677235 0.0044061605388301429 0.022208889838507884 -0.070442744537960983 -0.094409390309935573 0.13415954282350231 -0.04731726349601631 0.08116516555764916 0.091826976290827575
leaf_weight=1.0010826741345216 1.54615306877531 8.7292170776054245 4.0318898074328926 2159.0256150254281 2462.5167668240611 184.24569013348082 11.588670151308177 2.3103238716721526 2.3285115249454966 129.14262724202126 34.34361673053354 16.569879879243672
leaf_count=38 29 162 12 47632 24281 3588 256 9 15 4121 323 87
internal_value=0 -0.00046576 -0.0300969 0.000462008 -0.000680296 0.027819 0.0486787 0.0408423 -0.0362103 -0.0453222 0.0700986 0.0660833
internal_weight=0 4965.26 150.745 4814.52 4621.54 192.975 52.1173 50.5711 13.9172 130.144 36.6539 20.6018
internal_count=80553 79921 4258 75663 71913 3750 632 603 271 4159 332 99
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=15
num_cat=0
split_feature=43 62 18 91 16 48 71 87 105 0 9 85 105 85
split_gain=12.0819 32.439 32.2624 50.6257 26.6752 30.7878 22.4369 22.0667 21.4234 38.2109 20.4711 19.6198 19.4745 6.14889
threshold=0.024052857795421562 0.012301510579513193 0.0859321262048654 -0.066433455900447955 0.11818631546506504 0.15606870462263867 28.605577552213841 19.58395974608467 2.9883469877083946 5.8427894512835978 1.8966595863101292 0.24544330941409107 2.5180014054893962 0.27623441017282563
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 11 5 -4 -5 -6 12 -10 -3 -2 -1 -12
right_child=2 10 4 6 7 -7 -8 -9 9 -11 13 -13 -14 -15
leaf_value=-0.054297051648938534 0.0026997952194181703 0.42620951185145045 0.064421419273278255 0.062713751168378698 0.028214290928543058 -0.06425744701971621 -0.079292235631740135 -0.00019622053715411924 -0.087547994308584232 -0.014263389182390528 0.083529567930279908 -0.09738192056360423 0.064004528742351963 -0.0030577329233371512
leaf_weight=18.944040500558913 52.333039771765471 1.5738757234066714 22.137298202142119 225.70429340656847 280.65941235981882 116.15446175145917 11.70317504648119 10552.362944366527 84.30070906621404 456.00823840778321 28.394993238151073 31.304800474084914 52.418146739713848 11.532313196919857
leaf_count=317 406 31 146 1369 3749 1166 192 67584 951 3461 283 215 595 88
internal_value=0 -0.0130912 0.000897058 0.0321436 -1.72866e-05 -0.0436589 0.0557135 0.000539832 -0.0188961 -0.0256975 0.0724644 -0.0347598 0.0325998 0.0585203
internal_weight=0 653.172 11292.4 321.045 10971.3 138.292 237.407 10833 611.671 540.309 41.5012 83.6378 71.3622 39.9273
internal_count=80553 5726 74827 2182 72645 1312 1561 71333 5324 4412 402 621 912 371
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=15
num_cat=0
split_feature=49 65 71 55 65 55 77 75 47 93 77 52 53 47
split_gain=19.0269 72.0159 58.6197 53.9777 32.5406 29.8214 44.5564 116.884 28.6802 44.8224 27.7537 26.3772 24.7098 11.3404
threshold=0.12842185250129076 0.043077595022281444 15.122179893850301 0.072904935538121815 0.083755193201655184 0.062016644626455043 142.05555555555557 4.0250220245615624 0.007541963482732633 0.36312129427053258 199.72222222222226 0.006855829990807475 0.0062563988123273155 0.0096119520682517844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 12 6 7 -2 9 -7 -8 -10 -3 -1
right_child=5 4 3 -5 -6 8 10 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.080189523115477349 -0.2789275037580416 0.05161611081723138 0.0094273943027552657 -0.27092320660873415 -0.049223143260030702 0.0072211230505823667 0.020772741690196415 -0.0079968000563011721 -0.013727240833397665 0.082494862150146508 -0.027370871764924833 0.0030027064656538457 0.130890768830039 -0.023668763182025744
leaf_weight=90.32946558482945 23.751350063830614 101.42098346969578 1390.6166737748135 6.901787179085658 21.203616091108415 392.18051982601173 165.4981741765514 48.315122487954795 1495.249143592162 99.093731249682605 433.09121642730315 2548.9016374030616 64.212916157674044 58.48165983457875
leaf_count=3322 145 784 7434 70 1147 2034 660 475 11132 385 3237 40577 1424 7727
internal_value=0 0.00877498 0.0016894 0.00804285 0.0674175 -0.00332166 -0.0230036 -0.0972889 -0.000411281 0.0224044 -0.0140601 -0.00318288 0.0823493 -0.0579773
internal_weight=0 1733.17 1546.33 1397.52 186.838 5206.08 670.656 72.0665 4535.43 491.274 598.589 4044.15 165.634 148.811
internal_count=80553 21908 18553 7504 3355 58645 4517 620 54128 2419 3897 51709 2208 11049
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=15
num_cat=0
split_feature=1 93 97 9 55 9 73 97 76 73 32 9 36 3
split_gain=16.0669 18.6897 30.5621 35.8679 29.6211 29.1328 42.4038 30.198 4.34811 3.91058 3.42444 1.95899 0.34617 0.420758
threshold=28.181028257257662 0.29354985339512579 2.0004870151834555 5.2506305260874759 0.046507147435868028 3.5289842175339876 1.0007638490830721 3.3403880254154847 2088.5000000000005 6.2996851511133825 8.5535750863141473 7.2610876013689341 26.160191661373066 121.8877569122774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 9 11 -11 -2 -10 -14
right_child=8 5 4 -5 -6 6 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.0059695311475782458 0.12639540808623503 0.002698254577456359 -0.038387234377839086 -0.10802957525721568 0.031529747414974531 -0.037177109936006002 -0.0026964470222176676 0.050387801910431788 0.10733907289824514 -0.078068334939090739 0.16416729930990215 -0.077726991070733817 0.085203398990782442 -0.047862284267998316
leaf_weight=89.164820369362133 0.4759647473692884 2202.3664460747532 67.851006568118464 39.972500657226192 566.60922715149354 468.89865828619804 1490.0049444284232 141.29856216814369 1.3162167072296136 1.045513981371186 1.3209274931577963 38.594933178697829 0.55925932526588429 0.41319618705892935
leaf_count=939 6 24223 1058 552 9412 13153 24606 1226 7 36 27 5255 4 49
internal_value=0 0.000609286 0.0150269 -0.0293172 0.0240526 -0.00194947 -0.01095 0.00557344 -0.060269 -0.0676799 0.0571455 -0.0752404 0.07391 0.0286638
internal_weight=0 5066.17 763.598 129.137 634.46 4302.57 1958.9 2343.67 43.726 41.4373 2.36644 39.0709 2.28867 0.972456
internal_count=80553 75169 11961 1491 10470 63208 37759 25449 5384 5324 63 5261 60 53
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=14
num_cat=0
split_feature=13 85 78 16 47 17 78 78 16 49 82 105 41
split_gain=12.6654 16.5004 23.3658 43.5376 19.1693 71.1115 21.0293 17.4363 9.16798 1.4298 0.998065 0.0570561 0.0168809
threshold=0.20951226785523377 0.084777829122798645 1.0202642409184752 0.27603917543896456 0.0043261090223747269 0.11554229069581386 1.0164377565200302 1.0168008195586338 0.37141811172173728 0.31799134141230262 0.36905163209551273 26.993159597132859 0.37792187055317922
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 9 12 -10 -12 -1
right_child=1 4 3 -5 6 -7 -8 -9 10 -11 11 -13 -14
leaf_value=-0.075660544017076517 -0.0039285546803775684 1.1154842103770981 -0.015674180645274368 0.11390095290959164 -0.011975746750443494 0.065572474292219074 0.0051097028505198532 -0.039593615945207432 0.1446204315028389 0.061964204150342705 0.087098407131621036 0.075996351929171202 -0.093473370332828556
leaf_weight=4.0679179700091472 248.35172420798335 0.66956115979701536 82.641083867580164 37.788301333319396 917.14338548493106 17.665663920342922 3358.1875820092391 305.94463058037218 2.5209463238716152 0.86486579384654749 6.0856689703650799 19.340492749703117 0.61207018792629231
leaf_count=524 10301 26 3985 368 20914 461 36646 5944 4 31 42 1305 2
internal_value=0 -0.000402383 -0.0149399 0.0249839 0.0018821 0.103913 0.00144453 -0.0236139 0.0612994 -0.0561606 0.0846041 0.0786536 -0.0779902
internal_weight=0 4968.39 674.726 120.429 4293.67 18.3352 4275.33 554.296 33.492 5.54485 27.9471 25.4262 4.67999
internal_count=80553 78645 20598 4353 58047 487 57560 16245 1908 557 1351 1347 526
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=15
num_cat=0
split_feature=51 79 45 55 64 83 75 95 18 79 1 60 79 89
split_gain=11.9843 23.3511 37.8216 106.081 25.1504 24.3526 21.7997 17.5011 18.1597 27.3227 14.1174 35.4336 28.3279 0.950818
threshold=0.00011501233261313872 1.01329506257795 83.848779533721071 0.032350536136375459 0.0034693084010149981 0.58523487221961712 11.361226603297785 0.0034433309707789252 0.081495169500535494 1.0189626474375155 15.27286943210602 0.0014057510216211393 1.0142763354552571 0.22471829504992472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -4 -6 8 13 -10 12 -12 -9 -2
right_child=7 4 5 -5 6 -7 -8 10 9 -11 11 -13 -14 -15
leaf_value=-0.077770776585772014 0.11155577140949591 0.19258463255830494 -0.053331991919512281 0.23377781806794942 -0.036867240432271096 0.0942372576340747 0.25548402611438803 -0.023563397178970234 0.058279517318818752 -0.063101608180972477 -0.018653346361319705 0.0092187645627778477 -0.00039457514900777648 0.15748852923310527
leaf_weight=19.75397639721632 12.446992352604868 4.9620264768600455 55.623291362076998 24.464618198573589 300.50582873169333 13.996931327972559 2.5724260113202027 570.57554326928221 61.263327833614312 26.595371974632144 530.05278311483562 3269.8932237422559 7026.7742135395529 7.0644181109964839
leaf_count=206 47 19 744 104 3916 68 31 5022 481 262 3176 15782 50669 26
internal_value=0 -0.0164276 0.022273 0.0945983 -0.0307297 -0.0236636 -0.0343859 0.000733017 0.0409172 0.0215367 0.000354455 0.0053309 -0.0021346 0.128186
internal_weight=0 421.879 113.839 44.2186 308.04 69.6202 303.078 11504.7 107.37 87.8587 11397.3 3799.95 7597.35 19.5114
internal_count=80553 5088 1122 310 3966 812 3947 75465 816 743 74649 18958 55691 73
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=15
num_cat=0
split_feature=77 51 57 77 72 12 95 101 19 79 33 33 75 20
split_gain=18.3266 23.4715 33.9046 28.7403 21.5978 20.3784 25.0096 18.0829 23.8594 22.2902 17.1053 9.80033 24.7054 10.9571
threshold=965.38888888888903 0.00026895197538460199 0.0020075281595352762 1783.2777777777781 0.10011495242241654 0.30390385159699135 0.023984670976590895 5.1917020143696915 1.9117089191980337 1.0245661683921907 75.041908183136783 33.862406803255418 2.0622459377217486 10.054143740391025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 11 10 -7 9 -9 -3 -6 13 -13 -1
right_child=1 7 3 -5 5 6 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.029073822016920728 -0.10584168233858558 -0.069919600507600696 0.086066090628458172 -0.047275746842152432 -0.014962596070935886 0.0063804101063108798 -0.01179919357202449 0.35554818329328775 -0.07635313561838003 -0.0078754669549175801 0.033803955513131499 -0.096019043825973982 0.0061050146329235232 0.019856513395300472
leaf_weight=48.167231110870489 17.779702734202147 136.70427206638851 55.377079648897052 22.827682171016932 1317.9385990286319 2968.6511433754349 1015.6105012911285 2.6399206045607562 2.4812396446141065 100.45462996722199 76.077981082242331 26.576425763545558 217.98370149702532 917.82122233374685
leaf_count=2485 76 7873 283 123 13131 16006 26742 47 1162 1794 771 202 2280 7578
internal_value=0 -0.0230447 0.0188057 0.0471441 0.000821551 -0.0018947 0.00174633 -0.0396247 0.146289 -0.0436392 -0.0123012 0.0128894 -0.00499284 0.0174167
internal_weight=0 338.265 95.9845 78.2048 6588.83 5378.28 3984.26 242.28 5.12116 237.159 1394.02 1210.55 244.56 965.988
internal_count=80553 11358 482 406 69195 56650 42748 10876 1209 9667 13902 12545 2482 10063
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=15
num_cat=0
split_feature=35 20 23 69 95 19 69 51 47 80 19 11 11 4
split_gain=15.4277 17.7606 19.3899 20.5598 19.4761 9.86975 9.32004 9.13352 8.05769 4.16301 3.01938 8.4162 2.13954 0.00244522
threshold=985.5142182899973 97.56106983939334 1811.2928561584349 0.2287898078420218 0.021598048770047919 2.0684466527198562 0.086738886687605973 0.00020069129894153073 0.20076547872164488 0.24949505130374758 9.4058266831204183 2.7878010205576298 8.3095127731762073 0.93892723534974254
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 9 -3 -7 13 12 -12 -8 -2
right_child=6 5 3 -5 -6 8 10 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.013752483110816874 -0.087009297632258981 -0.066618072140000539 0.057637525453477612 0.38377446217824579 0.0022700681198570163 0.13727764414820906 -0.079459793084945093 0.028721652098426188 -0.045639409513581086 0.20001546471295617 -0.077783882699507423 0.50325293083903577 0.067687903097987098 -0.075340853443778472
leaf_weight=941.87281034515763 0.31726080179214422 10.664783445594365 8.4215965261973889 2.5087547587172585 3899.812521603948 13.379166012426142 38.651487935785553 173.81261506382725 2.9368956859689197 1.9187185741029678 0.90549260948318877 0.34399896769900806 1.0140508180484165 0.41388432425446808
leaf_count=22775 1 1482 716 65 48303 250 3867 2548 296 24 47 28 46 105
internal_value=0 0.000659414 -0.00054652 0.132493 -0.000846864 0.0298035 -0.0591056 0.02321 0.104353 0.122643 -0.0708765 0.082182 -0.075698 -0.0804041
internal_weight=0 5053.41 4852.62 10.9304 4841.69 200.793 43.5649 184.477 16.3161 2.64986 40.915 1.24949 39.6655 0.731145
internal_count=80553 76435 71859 781 71078 4576 4118 4030 546 130 3988 75 3913 106
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=15
num_cat=0
split_feature=73 91 43 91 43 7 78 31 94 78 104 51 38 56
split_gain=12.1221 17.4712 30.3386 23.5827 20.5637 15.4446 13.4609 12.4009 15.8673 14.8676 34.234 18.992 14.3138 12.4365
threshold=11.146044364102847 -0.34752967311181765 1.3641373865096693 0.4374497475093827 2.0664247718110369 2.3496047278970704 1.0166727799683304 1346.0713991889731 0.047959704997305917 1.0169021068173663 39.112220327619404 0.00031343619750845241 5.7708726284574334 0.030073199426825747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 5 -5 -3 -4 9 12 10 -1 -11 -9 -10
right_child=1 3 6 4 -6 -7 -8 8 13 11 -12 -13 -14 -15
leaf_value=-0.014344108229986136 -0.10442010907799003 0.15347458075769491 0.12046337442323829 0.03543571013365817 -0.098430468424235931 0.051314015213995992 -0.0096671107055997501 0.059317170769007589 -0.041317041970937496 -0.029668659941250342 0.031377965611341291 0.0058832797678040902 -0.021744468590272736 -0.16618318857613978
leaf_weight=1228.369256742124 24.564924924168736 23.463441777508706 13.218494106782599 46.137126553570852 15.274153981241396 40.070236276369542 19.940532586770132 24.605837678303942 22.798913896083832 158.23741766728926 188.94899688125588 2980.5319223260158 189.90206852316624 12.268749081296844
leaf_count=32926 182 156 138 340 228 293 239 179 145 6786 2546 34565 1702 128
internal_value=0 0.025309 -0.0201908 0.0463297 0.00214064 0.0890426 0.042208 -0.00093661 -0.0226409 0.000252318 -0.0082487 0.00409097 -0.012446 -0.0850026
internal_weight=0 182.669 57.724 124.945 61.4113 63.5337 33.159 4805.66 249.576 4556.09 1417.32 3138.77 214.508 35.0677
internal_count=80553 1576 559 1017 568 449 377 78977 2154 76823 35472 41351 1881 273
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=15
num_cat=0
split_feature=72 88 18 59 19 103 35 96 93 43 9 95 87 59
split_gain=11.1944 14.4894 20.1985 13.0917 35.7942 21.2077 19.9947 12.7092 12.4448 21.8446 20.579 7.58229 8.73766 5.74836
threshold=13.965310355410189 11.628602506428342 2.7731793048157347 0.039668349967966761 0.094459311043241637 0.75843261715033716 840.26303700180654 3.3278756827651939 0.24624057900613119 0.44813158567667305 14.69461810930639 0.013911917215655279 368.28996778832226 0.81895754219356443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 7 8 6 -6 -5 -3 9 -1 -10 12 -2 -13
right_child=1 2 -4 4 5 -7 -8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.010021620234001551 0.096546860566799217 0.26085193318183458 -0.047076065479189473 0.087747442960712102 -0.056676112307897965 -0.0096492246963948633 -0.077508765133165888 0.016221344607763696 0.0033381408509153988 0.054324335244403756 -0.047446437056666735 -0.039424223053848878 -0.019197895761939074 0.069879977573225935
leaf_weight=1290.5456107991049 9.5807247699704039 5.6731718434020895 8.233293593162669 51.890777969732881 107.99121985514648 856.22094741664478 8.5241802176460606 3.3943771496415138 9216.3296542221215 55.008524791104719 80.488879963755608 178.22572280501481 20.430353237898089 4.9448772687464944
leaf_count=7814 51 40 224 428 1432 8271 196 19 59656 431 435 1348 170 38
internal_value=0 -0.0216969 0.0663163 0.000558124 -0.0102377 -0.0149162 0.0644308 0.169276 0.00159752 -0.00739105 0.00289846 -0.0288397 0.0177524 -0.0364734
internal_weight=0 230.483 17.3008 11667 1024.63 964.212 60.415 9.06755 10642.4 1345.55 9296.82 213.182 30.0111 183.171
internal_count=80553 1890 283 78663 10327 9703 624 59 68336 8245 60091 1607 221 1386
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=14
num_cat=0
split_feature=30 60 43 16 43 67 49 63 71 23 72 35 45
split_gain=17.1908 26.1504 22.239 35.9656 32.4784 16.5206 12.702 1.58247 3.00769 0.376645 0.399094 0.0706432 0.00360819
threshold=2.2500332103929122 0.00081442699464976808 0.031619027363870428 0.14202965092546446 0.024052857795421562 0.0232770173027439 0.23656638016352363 0.002848377250062793 6.1575082843896132 307.58495341788114 0.56554067636618977 139.06585412690254 3.1108450436657789
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 4 -4 -3 6 -2 8 12 11 -11 -9 -1
right_child=1 2 3 -5 -6 -7 -8 9 -10 10 -12 -13 -14
leaf_value=-0.076677840045672657 0.073912209787494451 0.01183942891394215 0.029291594113205206 -0.00086526398043519593 -0.029732426778097138 -0.1669416822064228 0.0033797785416704905 -0.078507119014432414 0.10515413115165805 -0.16917358874481095 -0.09071063124210807 -0.095013917468045814 -0.089998335620426584
leaf_weight=2.521921515435682 82.262029485369567 280.71622988366289 426.33846192760393 5462.3745026830038 568.5651555059012 3.5482962477253741 37.024291803129017 20.300777254567954 1.3373371995985506 1.0237660631537431 1.7673490347806362 2.9722446427622335 0.22118692996446032
leaf_count=585 591 2241 3626 64753 4972 19 213 3397 5 5 59 83 4
internal_value=0 -3.0116e-05 -0.000863694 0.00131807 -0.0159915 0.0456951 0.0520202 -0.0757127 -0.0178058 -0.0847782 -0.11949 -0.0806152 -0.0777519
internal_weight=0 6860.83 6737.99 5888.71 849.281 122.835 119.286 30.1446 4.08045 26.0641 2.79112 23.273 2.74311
internal_count=80553 76415 75592 68379 7213 823 804 4138 594 3544 64 3480 589
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=15
num_cat=0
split_feature=1 78 79 49 69 108 105 44 105 64 47 12 23 73
split_gain=14.7413 15.7926 15.4789 32.1857 25.3012 9.49236 11.554 6.32576 2.9804 2.82444 2.61351 1.58839 2.78152 1.5789
threshold=28.181028257257662 1.013430213788636 1.0183058443438857 0.091525775391752814 0.076648068869498348 19.018016964959205 24.752671715192779 10.000081965258463 46.415109915007555 0.062579043535326631 0.0084029578194129758 0.17270716664531657 445.86540276415764 0.037416936234219857
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 11 10 -10 12 -2 -13
right_child=8 2 4 -5 -6 7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.027773132659891977 0.38548544788506794 -0.035715146834469427 0.053535039187809177 -0.001577016563392028 0.0035430749451048267 0.075323639664203995 0.12466243696093988 -0.070163734831193855 -0.077763806171727276 -0.079510064259914984 0.11825135840787469 0.046009578342373791 -0.075598839486848271 -0.076976320522687061
leaf_weight=171.19707917515188 0.20894177258014579 309.41446771565825 107.07182478677714 2570.755256157805 1857.9200083334872 3.7528737676329937 13.261218359228222 14.674170163460074 0.93564611498732064 2.2475726387347095 2.4916078457608819 1.0772689045988944 0.34998717764392495 33.660450132127153
leaf_count=3097 1 4035 1809 38706 26240 35 423 824 155 140 26 144 123 4795
internal_value=0 0.000568711 -0.000575845 -0.00524445 0.00626712 0.0279022 0.0347388 -0.0405336 -0.059657 0.00760763 0.0647389 -0.0704715 0.0967661 -0.0731623
internal_weight=0 5048.05 4845.16 2880.17 1964.99 202.885 184.458 18.427 40.9715 5.67483 3.42725 35.2966 0.558929 34.7377
internal_count=80553 75169 70790 42741 28049 4379 3520 859 5384 321 181 5063 124 4939
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=15
num_cat=0
split_feature=68 78 105 46 98 79 64 97 4 79 46 42 97 53
split_gain=12.0134 17.1921 29.9332 17.115 16.9333 56.6954 19.1677 16.8993 23.0706 25.7854 16.4493 15.4979 14.1869 7.65686
threshold=0.072438253046368042 1.0160255769238424 44.120018206886833 0.03367183118615992 0.68500252059961175 1.0178501709421635 0.0052573392938012825 6.2767658913606343 1.5388695271303059 1.0134697166599345 0.0077069798559052894 0.037130962849075071 12.757634993682117 0.064460393576795963
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -3 -6 8 9 -1 -10 -4 13 -9
right_child=1 4 11 -5 6 -7 -8 12 10 -11 -12 -13 -14 -15
leaf_value=0.16561579435810775 -0.013466725706121861 0.032339894301301221 0.17126550084736336 -0.049725427421677092 0.29524251283539032 -0.0047033784721164026 -0.004817330793710062 -0.069691840412707332 0.024070951159156462 -0.021399221765571793 0.089879187185322632 0.017510976670631572 0.077113220397481988 0.14695826080082205
leaf_weight=7.9916075039654961 403.31612581049558 646.71027697128011 6.8633069891948244 192.23002704442479 2.1310310449916861 1144.1388865683693 2129.2547554156627 38.061098847072572 82.749633880215697 95.183259860612452 70.209709480404854 146.25941946567036 9.24589920719154 1.704343907535075
leaf_count=479 18229 8745 66 2502 133 18673 22014 1395 1711 4001 437 1923 227 18
internal_value=0 -0.00114505 -0.0150313 -0.0251703 0.00150554 0.00867366 -0.00451732 0.0193345 0.0296288 -0.00691361 0.0542775 0.0244026 -0.0344634 -0.0604062
internal_weight=0 4670.9 748.669 595.546 3922.23 1790.85 2131.39 305.146 256.134 103.175 152.959 153.123 49.0113 39.7654
internal_count=80553 72285 22720 20731 49565 27418 22147 8268 6628 4480 2148 1989 1640 1413
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=14
num_cat=0
split_feature=9 1 9 93 9 83 77 78 111 59 50 17 71
split_gain=10.8153 12.3448 34.0039 37.6203 28.9195 25.8546 25.751 24.1353 6.09835 26.7959 5.39172 1.42753 2.64027e-07
threshold=1.2337252673407588 6.9014279799243541 3.247240881934375 0.62255600674349765 5.8293875721552251 0.21906653386080913 315.27777777777783 1.0168594678811145 35.240445554033336 0.046045686404614046 0.00036701911688771642 0.13751923856286077 40.944807993136671
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -4 -6 10 -10 -1 -12 -11
right_child=1 4 6 -5 7 -7 -8 -9 9 12 11 -13 -14
leaf_value=0.07632069871714986 -0.0165738673572552 0.011069454517298823 0.069205540061815896 0.012435219088808375 -0.0036836921954908446 -0.013152217810094683 0.015756109975824398 0.0091159551386590376 1.6191270033652978 -0.075278298541149757 0.021051355912135319 -0.064877432679447566 -0.075124531633989911
leaf_weight=3.0684613911434999 888.07045443949755 528.07043673237786 100.72583961253986 900.20514278142946 2965.3026974721579 2663.1333605533 857.51311917440034 2927.6695000757463 0.11799788358621199 0.22143715806305408 2.0283477907069019 41.275370090967044 0.22526122955605388
leaf_count=37 12398 3793 491 6815 17101 14453 5686 16954 7 24 44 2686 64
internal_value=0 0.000299385 0.00617413 -0.0019709 -0.00147679 -0.00914409 0.0213745 0.00267526 -0.0477981 0.278843 -0.0517757 -0.0608525 -0.0752008
internal_weight=0 11830.7 2746.51 1788.28 9084.18 3191.2 958.239 5892.97 46.9369 0.564696 46.3722 43.3037 0.446698
internal_count=80553 77691 25390 19213 52301 18246 6177 34055 2862 95 2767 2730 88
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=15
num_cat=0
split_feature=73 75 111 110 67 75 60 101 95 6 12 75 60 58
split_gain=18.1623 16.8336 35.4857 33.8693 32.5141 30.8964 68.8724 49.0608 10.5302 8.70365 11.0035 10.7287 2.35659 15.0604
threshold=5.0409489433265353 1.9766190281851905 1.5359602928599656 0.73438956271410694 0.01601605455506825 3.4740854708169815 0.034585750883120332 0.78313236086322846 0.013689722291425977 1.7017450650816111 0.59954162567168556 3.1543165679589111 0.0019943356181009297 0.045215029114540575
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 9 10 -2 -11 13 -10
right_child=8 5 4 -5 -6 7 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.039074696372488976 -0.11086329477706187 0.015264595566425032 -0.057691307531658235 0.038478615519326929 -0.0057387020234928006 -0.031299723065702549 -0.057065848148295996 0.0011795468299130763 -0.047333600698707255 0.12608435905338125 0.19103867861604198 -0.011002808725206741 -0.081098491779145132 0.77203590372593678
leaf_weight=80.256508787861094 12.390003391657954 2225.182165845632 225.68094390099577 188.7522598325595 258.38496800472785 547.0141606615216 139.9225302789855 3104.7444215565993 4.7957081033673594 6.7174129933118811 1.3375912279589091 38.026780979715113 45.925288763275603 0.23533262632554386
leaf_count=4495 239 16197 3016 7046 11712 4795 3058 22337 457 28 11 1131 6009 22
internal_value=0 0.000317109 -0.0137778 0.0153412 -0.02996 0.00208124 0.0109854 -0.00368568 -0.0407509 -0.0117921 -0.0814465 0.00957799 -0.0739807 -0.00900666
internal_weight=0 6769.94 753.075 269.009 484.066 6016.86 2365.1 3651.76 109.428 58.4718 13.7276 44.7442 50.9563 5.03104
internal_count=80553 72656 26269 11541 14728 46387 19255 27132 7897 1409 250 1159 6488 479
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=15
num_cat=0
split_feature=93 85 65 91 89 39 23 51 111 28 62 64 91 59
split_gain=15.2697 34.3285 30.89 35.7562 24.1983 23.4298 37.8735 18.7668 17.8614 25.7588 20.879 16.243 7.21008 10.46
threshold=0.44647171391559282 0.20087013901949743 0.020288491552800925 -0.12869076247630781 3.4566311985183691 6.5106329765239943 80.483187451769766 0.00017947392089780881 9.7956192154601016 1767.4903016102701 0.35747476824409935 0.0031668068233413334 0.54590131342614712 0.0023969109542208251
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -4 6 -3 12 10 -10 -9 -7 -1 -14
right_child=1 5 4 -5 -6 11 -8 8 9 -11 -12 -13 13 -15
leaf_value=-0.07300295594634168 0.15555384460902111 0.011875866835750369 -0.033762369640392857 0.0029006107022449962 0.039986405273928369 -0.07680278569188001 0.10041687142927465 0.0068308465411032141 -0.035403671036619379 0.037823932891102675 0.042172646027793519 -0.0018673264013125994 0.53871962486137259 -0.080755865401440072
leaf_weight=35.637497335163062 17.457279296941124 365.39265684271231 707.8665701476275 126.75627941638231 47.47521705320105 29.606694610323757 55.671785429352894 1990.4288422138197 199.75110862692236 63.247038498957409 182.48544008284807 1258.6115870559297 0.47811377211473771 0.6340356969012646
leaf_count=6732 359 4026 16545 3788 1259 285 352 23985 5227 890 1162 15862 9 72
internal_value=0 -0.00521767 -0.02103 0.0213795 -0.0291271 0.00310401 0.0235825 0.00574978 0.00681984 -0.0177936 0.00979892 -0.00358954 -0.0651782 0.185557
internal_weight=0 2608.84 899.555 144.214 755.342 1709.28 421.064 2472.66 2435.91 262.998 2172.91 1288.22 36.7496 1.11215
internal_count=80553 42476 21951 4147 17804 20525 4378 38077 31264 6117 25147 16147 6813 81
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=15
num_cat=0
split_feature=13 108 97 48 67 70 76 29 7 73 46 76 87 75
split_gain=11.7099 17.8522 15.7914 13.096 23.2873 61.2733 20.6183 18.9078 30.4631 12.9073 6.91436 6.82835 6.187 12.8153
threshold=0.2500953845814417 23.043402279724223 2.9635449944030978 0.22647316718489593 0.0058621317097276018 24.024154647025771 2088.5000000000005 0.81348601132240295 1.1647311393564193 0.17192926505071982 0.47521012711030303 321.50000000000006 1466.2965721801547 17.696651292165829
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 7 5 -5 -6 9 -9 -2 -4 -1 -3 -14
right_child=3 12 10 4 6 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.0782033991627821 0.28955232981686435 0.089387766066819627 -0.073028385550760605 0.87761214621195893 -0.0069971608974476063 0.058543585590881519 0.038492345379181288 -0.022998977291465252 0.010044200897018137 0.058826957230456459 -0.42292933761754725 0.088075402888727269 -0.071264954406159736 0.083925243827971133
leaf_weight=3.1210321762482627 2.593232743209227 40.510372125077993 18.656425049994144 1.0482626627199332 2780.5187999547925 7.0958716450259089 103.34266257169656 338.09105851233471 1596.4357392968959 37.290031193755567 0.58238695561885734 11.833921476500107 8.6744741331785935 13.764379700878633
leaf_count=142 68 1481 1139 39 22759 172 704 17525 34648 822 2 261 100 691
internal_value=0 0.0344602 -0.0237048 -0.000603882 -0.00489019 0.163969 -0.00536705 0.00567446 0.00426935 0.0738289 -0.0836204 0.0533738 0.0660552 0.0239314
internal_weight=0 97.143 34.1938 4866.42 2892.01 8.14413 2883.86 1974.41 1934.53 39.8833 19.2388 14.955 62.9492 22.4389
internal_count=80553 3816 1544 76737 23674 211 23463 53063 52173 890 1141 403 2272 791
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=15
num_cat=0
split_feature=79 108 11 99 49 67 83 39 51 51 37 79 10 11
split_gain=12.4752 22.6871 26.3913 30.9618 19.4555 18.4701 19.9059 12.6144 20.5641 28.5997 21.9605 19.1487 32.8203 25.0803
threshold=1.0238914613375913 7.9871115874538754 1.5196748378214469 0.53263109541349052 0.16116180489145912 0.10127009582501613 0.25431090163772985 6.015763047080962 0.00085418471708877 0.0020933346248717447 50.96065967037282 1.0168952971256089 2.299587711869528 3.6597163580543959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 6 -3 8 10 -10 -1 13 -13 -9
right_child=1 5 3 -5 -6 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=0.033871416804109898 0.0056335766414995613 -0.0031402632901164854 -0.01546633516525503 0.033824483658379138 -0.11657324771579705 0.10282878878813062 -0.043070617786257495 0.0020520663234203391 -0.030498911713976191 0.0015752992196947351 -0.073733483541873313 -0.0017782435287764617 0.015117596765709371 -0.014839990168642798
leaf_weight=172.39089851360768 23.109060299582779 204.78449372574687 238.34389883268159 273.86600527027622 29.860235000960529 11.106972782872615 319.82819781266153 3684.3740253150754 517.21577541984152 601.08527372498065 21.310659380513243 2205.3686903372291 2401.7922887608293 1154.3391242377693
leaf_count=1519 304 1502 2675 1964 125 63 1595 22827 5720 5048 342 16885 13700 6284
internal_value=0 -0.0100371 0.0039392 0.0108883 -0.0632577 -0.0247819 -0.0274837 0.00113945 -0.00804862 -0.0132591 0.0220329 0.00241564 0.00702985 -0.00197776
internal_weight=0 1100.9 565.179 512.21 52.9693 535.72 524.613 10757.9 1312 1118.3 193.702 9445.87 4607.16 4838.71
internal_count=80553 8228 5068 4639 429 3160 3097 72325 12629 10768 1861 59696 30585 29111
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=13
num_cat=0
split_feature=95 97 13 95 13 23 108 19 9 9 67 77
split_gain=17.0975 18.4596 32.6814 28.1304 57.312 30.0148 19.9494 19.4604 14.4201 1.43394 8.63673 0.0445376
threshold=0.079636236702387148 8.2702567110165859 0.32974304497674645 0.023984670976590895 0.6588093879224316 479.89735757180989 11.52578434600864 0.064652619601138953 12.815205533921187 3.372874117838661 0.01449939870523766 245.38888888888894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 5 -5 -1 -4 -3 9 10 -2 -11
right_child=8 2 6 4 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=0.01329180150377636 0.19271314145069235 -0.13253510456844803 0.012970178843797765 -0.0049182162529482661 -0.064523466318391398 -0.0033001474021657207 0.056922071446330207 -0.013335905535519405 0.089655219085996996 -0.08831681709433134 -0.075916352055699618 -0.07779101350182184
leaf_weight=1549.1252265827279 1.4068230384727929 15.985224574804304 262.16097224270925 835.52103789135799 199.91329834110365 3681.0213738030143 170.39030535332859 95.655646855942905 6.2404397828504434 4.4883000114932647 8.0192054147337313 38.520495088756434
leaf_count=13295 113 71 1538 31708 6121 20149 580 435 34 37 2902 3570
internal_value=0 0.000167313 0.0178337 -0.00136709 -0.0164263 0.00161425 0.0302837 -0.0304034 -0.0540454 -0.0711477 -0.0358237 -0.0788895
internal_weight=0 6809.77 544.192 6265.58 1035.43 5230.15 432.551 111.641 58.6753 52.4348 9.42603 43.0088
internal_count=80553 73897 2624 71273 37829 33444 2118 506 6656 6622 3015 3607
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=14
num_cat=0
split_feature=95 95 93 49 43 33 50 60 73 11 2 78 63
split_gain=14.4693 15.9877 32.6899 39.4419 30.0887 23.2834 17.2506 14.8944 2.25168 1.7437 0.759158 0.232468 0.0065051
threshold=0.16876394896751637 0.044985533414115139 0.45200071279377346 0.11228707620858842 0.031619027363870428 46.179116999246169 0.011282687152257 0.0009378795277517431 11.146044364102847 2.8593993686216308 5.8877958103943131 1.0224836464740987 0.062329350006903213
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 -3 11 10 -10 12 -2
right_child=8 5 4 -5 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.026275675795269023 -0.080439569245039755 -0.030384706784682441 0.027277969482534054 0.010805031747658199 -0.020833305824135628 0.085559161510276871 0.3817639450648902 0.0096585249229820345 0.10730527826616763 0.15856712283384031 -0.077154040556803097 -0.10228665220602913 -0.076221629225604548
leaf_weight=345.86818169435719 11.719447273295382 98.833581001788843 145.77428681013407 1681.1987054694982 1200.4884226321446 14.40556181361899 2.2769398377276948 1544.4603990337928 0.28056359291076605 0.65901128761470307 1.0896602730499578 5.8109059752896419 5.314479208434931
leaf_count=5848 210 1479 2877 28345 21611 152 33 19259 1 5 75 28 630
internal_value=0 0.00040922 -0.00354434 0.00447814 -0.0156238 0.00844347 0.125987 0.00725018 -0.0760484 0.0249019 -0.0393846 -0.0850154 -0.0791236
internal_weight=0 5033.31 3373.33 2027.07 1346.26 1659.98 16.6825 1643.29 24.8741 2.02924 1.37022 22.8448 17.0339
internal_count=80553 79604 58681 34193 24488 20923 185 20738 949 81 76 868 840
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=15
num_cat=0
split_feature=13 9 67 53 76 85 16 6 13 12 55 6 4 59
split_gain=11.0368 11.8407 12.823 24.2003 13.4668 8.63537 7.38241 36.4334 7.5693 7.14338 5.47185 5.67349 3.67074 1.6803
threshold=1.4914216012506707 13.075711856428317 0.0059891481138876273 0.0049832318142875283 269.50000000000006 0.57097021017619631 0.12020856062710174 2.8773876180982301 1.0228776865343643 0.74623657190381787 0.20879673497342618 25.39997059244639 0.086018465347570627 1.3266428835474089
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 10 7 -3 -8 -7 11 -2 -11 -12
right_child=5 6 4 -5 -6 9 8 -9 -10 12 13 -13 -14 -15
leaf_value=0.02535470491861996 0.037029809251217037 -0.07599377041676704 -0.016006269363043456 0.25695209089356646 0.0013627354741980475 -0.29445926613254875 -0.050771607638622575 1.0877757071151868 0.068666741235959936 -0.16389999688328069 0.094102804635235113 -0.11830397463520244 0.057074280304805228 0.005371777635501427
leaf_weight=85.531588825164363 28.740161037538204 1.245237068273126 499.08944535412593 4.7631013139616689 4227.6132012776216 1.2402497539296735 74.723680168855935 0.3431355240754782 5.7115789274685076 1.1115919798612597 23.956533300690356 2.5608711997047058 2.3221909364219755 2.3429321586154392
leaf_count=3628 217 81 15254 70 57284 10 3515 12 78 4 258 22 92 28
internal_value=0 -0.000399661 0.000241868 0.0375716 -0.000471246 0.0419656 -0.0380747 0.175415 -0.0422905 -0.0887575 0.0525732 0.0243213 -0.01446 0.0861981
internal_weight=0 4899.02 4817 90.2947 4726.7 62.2745 82.0236 1.58837 80.4353 4.67403 57.6005 31.301 3.43378 26.2995
internal_count=80553 79922 76236 3698 72538 631 3686 93 3593 106 525 239 96 286
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=15
num_cat=0
split_feature=51 78 62 3 55 75 41 57 6 9 99 57 93 51
split_gain=10.9471 17.8322 41.3123 28.1851 79.8902 20.4334 18.1036 13.5199 67.85 58.6381 48.7413 30.7897 40.9582 18.4601
threshold=0.00011501233261313872 1.0132992530456622 0.0056956083320903539 662.63302023663141 0.032350536136375459 10.306579745214229 0.57036693203154254 0.0022453847140561363 4.6680348302845829 12.253617688105932 0.90357995233529309 0.0030983864150438798 0.60217970669533838 0.000638377746949901
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 -5 8 10 -10 -2 12 -9 -13
right_child=7 2 5 6 -6 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.072234074206508722 -0.0080389110954572247 0.19966235663798559 -0.037635342716142058 -0.06446872386292847 0.17243978790205339 0.14346872828233218 0.092810290180546137 -0.0088178648707805188 -0.089114010790681542 0.0051269409928825999 0.058376088298342135 0.0084456683441209088 -0.067036520736313276 -0.0012829068396377021
leaf_weight=23.075755460187793 166.15297367726453 7.7743554115295401 295.03039162233472 39.591599252074957 31.646583177149296 6.3643491244874886 8.9781557316891831 903.65633653837722 94.552558165974915 218.82148684281856 329.90498365461826 2727.5683128715027 139.49586326722056 6845.8244864755543
leaf_count=325 950 40 3898 578 146 56 45 4889 353 813 1517 13117 566 53260
internal_value=0 -0.0159218 -0.0279402 0.0200511 0.0692637 -0.0338111 -0.0353956 0.000661015 0.0131188 -0.0233078 0.0361306 -0.0002888 -0.0166032 0.00148887
internal_weight=0 412.461 309.169 103.292 54.7223 301.395 48.5698 11426 809.432 313.374 496.058 10616.5 1043.15 9573.39
internal_count=80553 5088 3994 1094 471 3954 623 75465 3633 1166 2467 71832 5455 66377
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=15
num_cat=0
split_feature=104 23 14 42 103 79 43 43 62 73 97 90 62 73
split_gain=16.9621 41.5506 18.599 17.4804 39.1193 35.7428 63.8705 58.9884 33.1858 13.6028 12.9187 8.98247 8.93568 8.73552
threshold=62.163977877581168 3243.1572896790008 0.60602904564735527 0.090468216714982633 0.88586406422738484 1.0139423715408695 0.065326893389062626 0.064287924129495855 0.54201184650307366 0.85502327456609273 2.2554749333785566 -0.97587282469431391 0.25050021368851327 2.3888076255624116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 9 6 -1 -7 -6 -5 -3 -4 -12 -2
right_child=1 10 11 4 8 7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.039509485551639259 -0.13158092611963532 -0.12987055568106398 0.069759786362273507 0.002640522313738449 0.019518494210266156 0.0073252951490248332 0.033681179205957104 -0.019824802436841264 -0.063434101666687503 -0.069139485622313049 0.055890643353352233 -0.033129079611180168 -0.10120131242987161 -0.063958918403600601
leaf_weight=535.04004448791966 30.034327237313846 4.404492870788089 9.7686174756090605 40.264144663800835 1174.0580855661101 3565.9384223281013 153.41969369241269 1031.7971371856838 50.293130915157235 76.679487690533279 63.367941591888666 64.581036367526394 3.840370745281688 52.49004989102832
leaf_count=4369 187 47 389 929 9462 34568 1329 15908 5234 4636 541 2296 53 605
internal_value=0 -0.0270746 -0.0558869 0.000637475 0.010833 -0.0019495 -0.0231993 0.00123243 0.016111 -0.0444254 0.0360412 -0.0196108 0.0469142 -0.0885696
internal_weight=0 228.487 156.874 6627.49 1341.29 5286.2 688.46 4597.74 1224.35 116.944 71.6128 74.3497 67.2083 82.5244
internal_count=80553 4118 3477 76435 20261 56174 5698 50476 14696 5565 641 2685 594 792
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=12
num_cat=0
split_feature=13 77 21 95 87 37 108 79 21 49 49
split_gain=15.2992 19.9188 15.9204 14.9716 35.9915 29.0872 12.6293 17.2504 11.3242 5.60077 1.23671
threshold=0.28186668593797798 190.05555555555557 10.794226342337483 0.033206330871528029 34.271876578311996 37.496462484223692 16.122508709709823 1.0139930630378393 13.151496852898164 0.43835908267074714 0.32552275521951479
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 4 -3 -5 7 -4 -8 10 -2
right_child=1 3 6 5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.17218106058203975 -0.076911089858424736 -0.044748759644430508 0.18149332759766201 -0.0016322753106496413 -0.0022961366765621755 0.022037642867703756 0.60028385216330671 0.038353086368467126 -0.0259348066614935 0.50092264094010375 0.056579669409432556
leaf_weight=3.8236200641840687 38.359620765695581 223.26778435870074 9.0396573548205179 2024.4866062194924 1892.369756035856 698.22557782597141 0.29129805485717852 122.67906611453509 33.310649385202851 0.16988854785449703 0.70679585001198475
leaf_count=21 6432 2915 230 25314 30645 8494 6 2464 3957 2 73
internal_value=0 -0.0010412 0.0295509 -0.000465731 -0.00677625 0.00443775 0.0342166 0.0481766 -0.0205061 -0.0720045 -0.074496
internal_weight=0 4877.59 169.144 4838.35 2115.64 2722.71 165.321 131.719 33.6019 39.2363 39.0664
internal_count=80553 73875 6678 67368 33560 33808 6657 2694 3963 6507 6505
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=15
num_cat=0
split_feature=11 9 37 39 11 1 99 79 78 99 79 22 105 47
split_gain=12.758 16.6553 16.3284 31.9029 30.5504 28.4517 22.4318 18.6186 16.6209 11.6025 10.5809 9.24899 12.6726 11.2449
threshold=1.1959337627546798 1.7573252474224672 26.497655594019594 5.6202451456508671 2.6922006253138835 10.305674983289547 2.5914109794016311 1.0172082239467508 1.0246559242500135 1.0446408893682293 1.0198283267934074 26.413014284986456 8.3972186465943928 0.10710127737752762
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 5 6 -4 -2 -6 -5 -3 -11 13 -13 -1
right_child=2 9 3 8 7 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.075537755995654321 -0.034978257343739147 0.078479872771974588 0.1037435271679347 0.0010614061224420302 -0.0094065058712638414 0.013198167430590563 0.019175480763828523 0.047319057926500457 -0.045036260402845675 -0.044953851806937534 0.10520714643330527 0.29998111420472923 0.063733329323571619 0.045033070795420266
leaf_weight=10.860565880546345 477.06292523304 11.63574858359061 55.86588223988656 3746.3502935966244 125.67934340517968 91.613733489706647 91.096760712331161 107.22784076188691 79.884129120619036 51.221149111108389 5.165790627943351 2.3464740721974513 70.176686157472432 26.87911783484742
leaf_count=222 9344 194 1697 58509 1449 3145 728 1054 1765 510 57 88 918 873
internal_value=0 0.0264779 -0.000767515 0.0018581 -0.013792 0.0474971 -0.0262954 0.0167093 9.8979e-05 -0.0124361 -0.0311971 0.0504844 0.0713771 0.0103357
internal_weight=0 178.286 4774.78 3973.71 801.067 147.48 568.16 232.907 3826.23 68.0227 56.3869 110.263 72.5232 37.7397
internal_count=80553 2862 77691 65116 12575 4842 10072 2503 60274 761 567 2101 1006 1095
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=15
num_cat=0
split_feature=39 6 92 51 54 75 79 97 77 73 19 39 39 1
split_gain=11.0806 22.066 15.7867 18.3343 14.6698 36.5383 50.6367 43.5638 22.1335 20.0221 9.87129 6.47856 5.37743 1.79365
threshold=35.222412404927731 0.72221220968577071 0.24474982371751933 0.0028427595195780453 0.060481611182867857 1.263222095931237 1.0217204609189672 5.4094618134617871 3089.5000000000005 0.037416936234219857 0.060045730851816838 74.136719167695361 10.328199106599294 10.562864117442947
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 10 11 -4 5 6 -1 -7 9 -6 13 -3 -10 -2
right_child=1 2 3 -5 8 7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.057778146689419267 -0.013727628685751211 -0.061337930975287773 0.0071801593240878349 -0.041424331295408172 -0.049153564184766199 -0.014049202665252959 -0.050799528374305208 0.0093651881486837337 0.024647451149696922 0.0036279974041020565 -0.091305894087343575 0.031076927526391879 0.11057435199098625 0.11762414723120584
leaf_weight=189.97479102294892 1.707003011368214 65.477849856135435 441.11956918268697 94.178182177478448 72.600574543233961 2504.772339510615 55.500310079660267 1163.8414071691222 10.557649851776658 7136.5660393291037 44.469785811845213 8.5796561394818109 23.481892582029104 2.6589380651712418
leaf_count=3306 34 550 3243 760 767 15946 897 6900 80 47163 705 81 109 12
internal_value=0 -0.0125414 -0.00735795 -0.00137112 0.000810781 -0.00412189 0.0332294 -0.00662116 0.0034763 0.00309646 -0.0772187 -0.0506316 0.0839234 0.066268
internal_weight=0 658.191 609.355 535.298 11157.3 3914.09 245.475 3668.61 7243.21 7209.17 48.8357 74.0575 34.0395 4.36594
internal_count=80553 5385 4634 4003 75168 27049 4203 22846 48119 47930 751 631 189 46
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=15
num_cat=0
split_feature=38 20 41 19 37 104 42 10 67 61 109 90 9 84
split_gain=16.0515 15.9379 23.6469 25.6308 25.1277 20.6234 22.777 5.92109 7.68069 15.8825 5.20193 3.73223 3.75936 2.83394
threshold=3.4062574225512554 81.07287015721279 0.17272497152446262 0.069276704359369654 306.73501807387123 103.16301859992893 0.089245859668991331 2.9521907224187642 0.015251572448771919 0.03901463194089367 145.7594568910838 -0.87425019188362774 10.407280875235051 0.029919737153891145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 8 9 -1 -7 12 -9 -13
right_child=1 2 4 -5 -6 10 -8 11 -10 -11 -12 13 -14 -15
leaf_value=-0.025830753313131657 -0.00044337768212174869 -0.021034436524890603 -0.034464887399659333 0.045023900104279528 0.0021080019125133509 -0.10179418601261987 0.015143209308424325 -0.083634666815390279 -0.078539104273297897 0.15274312419112429 0.043884289267208089 0.061950563603660913 0.32195138788566602 -0.08162275734852685
leaf_weight=25.915945180349809 4517.1686940798536 103.86466258246219 463.19247097136395 135.18349786809995 316.03729600850784 23.273352321077258 1183.1037419816021 0.438086445305088 14.828615920017908 6.1655391966924062 2.7397200327905002 1.4276491189011711 0.4777618395164609 37.147657166504359
leaf_count=1016 45833 1067 4165 1273 3004 666 17275 47 2846 82 274 29 2 2974
internal_value=0 0.00033633 -0.0111914 0.016322 -0.0196318 0.00238624 0.00279165 -0.0430409 -0.0190217 0.00848824 -0.0864512 -0.0715723 0.127944 -0.0763092
internal_weight=0 6744.56 1018.28 239.048 779.23 5726.29 5700.27 86.4013 46.9101 32.0815 26.0131 39.4912 0.915848 38.5753
internal_count=80553 73557 9509 2340 7169 64048 63108 6996 3944 1098 940 3052 49 3003
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=15
num_cat=0
split_feature=43 65 15 47 80 75 46 77 93 85 52 7 105 10
split_gain=14.448 30.0707 25.4017 22.1115 21.5538 20.5578 18.55 33.2282 17.0005 27.7824 18.0794 15.3872 11.5784 10.2253
threshold=0.034213831663566972 0.022797683203123701 0.28006129149436093 0.02202054485605803 0.18577023398333734 1.0227874216113062 0.042230123508516251 677.05555555555566 0.50445167518727663 0.20087013901949743 1.328790812880779 2.4509819372015897 23.849553203198003 1.7157040103301744
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 6 -2 13 -8 10 -10 -3 12 -6 -1
right_child=1 8 3 -5 11 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.022510319318499155 -0.14205259562819184 0.0042278642484508393 0.033369366419449063 -0.17368272473452098 0.049405920563337924 -0.045179040397692272 0.068354112584294677 -0.012389592742847776 -0.03008997579900162 -0.00038679514556506103 0.28727448317839283 -0.077208872993123082 0.20320793130659953 -0.026983933499317953
leaf_weight=54.078111820388585 29.577577976509929 2699.8214518669338 50.052249910891987 5.7502860436215988 139.98086675381637 84.459969506249763 95.807987930718809 108.896884605987 435.51216273914906 1136.9721609921835 2.2585535038961089 9.4046092908247356 5.0720292480255003 182.97539565523039
leaf_count=1074 246 38583 711 213 2667 1772 886 1198 11386 14584 26 955 304 5948
internal_value=0 -0.00198608 -0.0432519 0.0120333 0.0145921 -0.0703048 0.00334935 0.0254009 -0.000346473 -0.00861333 0.00446445 0.0467471 0.0547839 -0.015693
internal_weight=0 4444.4 169.84 55.8025 596.216 114.038 441.758 204.705 4274.56 1572.48 2702.08 154.458 145.053 237.054
internal_count=80553 67521 2942 924 13032 2018 9106 2084 64579 25970 38609 3926 2971 7022
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=15
num_cat=0
split_feature=11 85 13 57 84 44 67 43 108 71 67 83 64 83
split_gain=11.1565 17.6344 15.5967 18.9287 15.0124 21.5719 15.087 13.1798 31.307 28.152 41.1615 26.2943 25.2148 14.2952
threshold=1.2186228444956784 0.40441883427936737 1.0228776865343643 0.45744676047888266 0.10265455379612777 11.899542470349216 0.17685499880224262 0.74132889966593962 67.385178815728537 81.187242629603062 0.022998260493335965 2.2516434933587681 0.86812365699654581 1.4704299221658423
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -6 8 12 10 -9 -10 -2 -11
right_child=7 2 3 -5 6 -7 -8 9 11 13 -12 -13 -14 -15
leaf_value=0.59789737798474962 0.00060607334551031876 0.052438143180178434 -0.3791491595214011 0.080623189976440135 -0.049692506103414358 0.056509805314566675 0.072401970712747218 -0.093634894891741469 0.092961676090286383 -0.12090544419048783 -0.0089509218745715477 -0.062215293074144321 0.30166916500200813 0.069814086838794753
leaf_weight=0.88438944658264418 3478.8329256656871 120.99847113434225 1.8710421998985105 1.7172914519906042 56.367814634693787 4.3861679711844772 12.33553938497789 60.667791237123311 62.485759322298691 4.2250412479042998 1064.6086108150193 13.23196721030399 2.7841216735541812 56.291306944098324
leaf_count=24 68015 1987 22 103 693 109 242 397 587 17 7371 86 10 890
internal_value=0 0.0233817 0.0463451 -0.159113 -0.0152933 0.147354 -0.0277707 -0.000813154 0.00223028 -0.00994335 -0.0135165 0.0658439 0.000846822 0.0564987
internal_weight=0 198.561 124.587 3.58833 73.9739 5.27056 68.7034 4743.13 3557.33 1185.79 1125.28 75.7177 3481.62 60.5163
internal_count=80553 3180 2112 125 1068 133 935 77373 68698 8675 7768 673 68025 907
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=15
num_cat=0
split_feature=30 111 87 60 57 11 13 111 43 16 66 77 12 79
split_gain=10.9264 34.5635 29.9085 30.1508 23.1643 20.8665 17.7238 16.2535 15.7242 20.7668 9.96097 6.5333 6.27884 5.65551
threshold=6.0854116295029801 2.0486808444908111 25.325322001616957 0.032865329187205264 0.003944203396529798 1.558907930046312 0.75937603464668701 1.4847414872583864 0.015728763190644434 0.091093668723549903 0.004433060368405072 196.50000000000003 1.0360980359192771 1.0186276088639701
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 7 -7 -1 11 -10 -3 -4 -5 -12
right_child=2 10 8 12 -6 6 -8 -9 9 -11 13 -13 -14 -15
leaf_value=0.042135737193072224 -0.028971959530041121 0.18519350674895368 0.05593875408748733 -0.083211147689372184 0.052269456477448052 -0.016568975007058392 0.023878012124445392 -0.04254193719770042 0.074179383128640919 3.3983742579785947e-05 -0.049983095669913685 -0.10571498268074571 -0.28140276161648425 -0.098740596817751991
leaf_weight=140.09112690389156 41.291421136818826 1.5670155659317959 2.8780622072517899 12.546581679023801 233.93518121121451 699.39168708515354 128.19693798571825 27.04361929744482 37.913030732423067 10351.194872444088 61.335429382510483 19.038741551339626 1.8318738602101792 38.863288116874173
leaf_count=2417 544 10 20 178 2131 8136 1623 464 287 63272 826 121 17 507
internal_value=0 -0.00947358 0.00100782 0.0327061 0.0400811 -0.00379478 -0.0103036 0.0284343 0.000126064 0.000304563 -0.0649818 -0.084487 -0.108462 -0.0688943
internal_weight=0 1096.49 10700.6 289.605 275.227 994.723 827.589 167.135 10411 10389.1 101.766 21.9168 14.3785 100.199
internal_count=80553 13983 66570 2870 2675 12640 9759 2881 63700 63559 1343 141 195 1333
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=15
num_cat=0
split_feature=23 13 69 105 87 85 39 69 67 67 83 39 91 71
split_gain=16.2649 16.229 37.5883 38.443 35.5804 30.7544 33.2908 10.7067 4.51702 14.4686 6.38807 5.62899 4.61738 0.00536784
threshold=99.273147499355829 0.36960320489362908 0.16033843049539079 34.529164580384325 161.31357822975644 0.11588141542016618 12.717837569335956 0.048957603929579742 0.015251572448771919 0.014322505360282721 0.83729155231320151 10.551231979082472 -0.025024188665126932 20.291114222179438
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 4 -4 -3 6 -2 -7 9 -1 -11 13 -13 -10
right_child=1 2 3 -5 -6 7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.076429574261081989 -0.024520516672606962 0.0091898863785624813 0.023076146373392128 -0.023313528651202967 -0.012865401385179095 -0.37482967243226573 0.0045919097677256876 -0.04096280629127614 -0.075669670090722174 -0.07646874924921078 0.24421029146935425 0.039045131651942122 -0.058557829191945146 -0.079263776094449054
leaf_weight=6.2314961679730896 525.19252051853982 1357.2122418435174 1302.3254149629647 207.0370986099806 1586.4408214889991 0.96485640259925176 1558.1577713470397 214.1749270763321 40.019379785808269 0.79416345947538536 2.8521486279787496 9.351189637192876 10.062759335771259 4.6369255184872591
leaf_count=1098 4433 15302 13529 4096 7299 28 9890 5336 14106 123 16 1391 2259 1647
internal_value=0 0.000359976 0.00388238 0.0167129 -0.0026965 -0.00646422 -0.00274705 -0.0424601 -0.0467951 0.0161498 0.174367 -0.0564994 -0.011545 -0.0760429
internal_weight=0 6751.51 4453.02 1509.36 2943.65 2298.49 2083.35 215.14 73.9481 9.87781 3.64631 64.0703 19.4139 44.6563
internal_count=80553 59913 40226 17625 22601 19687 14323 5364 20640 1237 139 19403 3650 15753
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=14
num_cat=0
split_feature=35 33 38 69 64 59 93 69 73 19 0 11 8
split_gain=13.7131 18.6649 16.5971 15.3858 29.0161 28.0374 12.3251 7.17191 3.08771 2.66843 7.42915 1.6647 0.00329278
threshold=985.5142182899973 45.166799413990638 2.215873708919105 0.2069843115834625 0.048568082352234997 0.032464749634957539 0.35892098892194618 0.086738886687605973 0.50936458407978469 9.4058266831204183 16.64739661242788 8.3095127731762073 3.6229197846520673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -4 8 12 11 -11 -9 -2
right_child=7 2 6 4 -6 -7 -8 9 -10 10 -12 -13 -14
leaf_value=0.00044384033368911088 -0.089051753600479983 0.31162741735275701 0.082097722151833599 -0.025672730109007964 0.0018962080763301487 0.033978117216777806 0.015361450051843804 -0.079446447366532225 0.16308332072118728 -0.077180991920237585 0.4468751511347625 0.047832443101311579 -0.075254668532359945
leaf_weight=2940.0382400263043 0.35438513755798284 2.1187271606177083 35.39642035428551 619.3181137277279 995.30642462339893 272.42406686623872 126.84042768282234 34.28178349553491 1.976665348280221 0.98038118850672507 0.37359297694638371 1.0593541816342611 0.33791448106057942
leaf_count=44951 1 19 535 7415 16788 3508 3219 3867 30 66 9 46 99
internal_value=0 0.000413459 0.0335533 -0.000714906 -0.00867835 0.00328762 0.0299218 -0.0588414 0.0994291 -0.070353 0.0674183 -0.0756312 -0.0823173
internal_weight=0 4991.44 164.356 4827.09 1614.62 3212.46 162.237 39.3641 2.66896 36.6951 1.35397 35.3411 0.6923
internal_count=80553 76435 3773 72662 24203 48459 3754 4118 130 3988 75 3913 100
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=15
num_cat=0
split_feature=11 93 64 17 37 13 60 48 78 87 57 65 38 71
split_gain=10.7444 12.3346 20.9598 25.3067 18.3026 15.5776 31.4019 21.9741 8.06155 8.68525 14.2138 7.10576 6.69139 5.96213
threshold=6.5147762133103919 0.23860838592296899 0.26059965809263258 0.40343586908260642 13.67988114119734 0.36536648872831268 0.016841228590809439 0.32073676233434995 1.0170246263408462 214.40307481152522 0.0024733143697042164 0.11284384840924175 5.4962075190107171 66.37380569456819
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 9 10 -2 12 -10 -11
right_child=8 5 4 -5 -6 7 -8 -9 11 13 -12 -13 -14 -15
leaf_value=-0.029950595034082129 0.51274251495999412 -0.0076347112611946412 -0.42121796470241191 0.039535312813074597 -0.06842042700011329 0.004777080714554488 0.030001445585960032 -0.010821384811237358 0.17495247378980361 -0.06340391863266219 0.039564451119342092 0.09079477000498791 -0.097813186478257985 0.17222805645492967
leaf_weight=166.58219121053116 0.67610313650220888 408.88206430460559 1.5163193382322777 76.475713516119868 48.648114953422919 2093.9397485122317 484.23338854161557 1588.0629196786322 1.1616236176341761 14.992943367687987 10.400569731369613 30.559192816959694 3.9835908610839397 1.1566666639409948
leaf_count=6288 12 13481 9 617 519 42678 5385 10628 15 374 143 229 164 11
internal_value=0 -0.000351061 -0.0202337 -0.00808756 -0.0790844 0.00092323 0.012771 -0.0019506 0.0412351 0.000248243 0.0684465 0.0724895 -0.0362315 -0.0465275
internal_weight=0 4868.34 293.222 243.058 50.1644 4575.12 893.115 3682 62.9307 27.2263 11.0767 35.7044 5.14521 16.1496
internal_count=80553 79605 7433 6905 528 72172 18866 53306 948 540 155 408 179 385
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=15
num_cat=0
split_feature=51 50 41 77 45 105 37 64 75 41 64 97 47 50
split_gain=10.732 13.5342 14.3243 12.4852 23.983 70.5516 28.7568 19.9433 15.8537 10.7343 30.9596 21.3754 8.83032 3.79386
threshold=0.00011501233261313872 6.2562276299352526e-05 0.17272497152446262 150.72222222222226 83.848779533721071 21.794713954488675 132.40628709939028 0.0034693084010149981 10.306579745214229 3.4994503078576362 2.537061712168597 5.0674109248000567 0.013326714901262157 5.8161870446948523e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 -1 -6 -5 -9 10 -3 -11 -4 -2
right_child=1 9 12 7 6 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=-0.047725205335713214 -0.064823988525617979 0.00044601048260156781 0.068871188388675925 0.15672895282732821 0.44001052234413551 0.13019254323448293 -0.029542312667371493 -0.047164231373300926 0.24836673891561697 -0.026368953225348449 0.091153732190319914 0.068664363703062725 0.010648990804400144 0.047878600597406791
leaf_weight=45.374615950509906 16.663286261260513 10913.672175251355 68.592149411560968 5.1253684386610976 1.3155417200177897 43.804454436525702 152.37369438633323 155.56326827593148 1.8366308938711871 278.28912006833707 37.757844421546906 25.8680265028961 41.999941691872664 3.6391631700098506
leaf_count=486 137 70204 317 18 8 303 2094 2147 32 4238 189 130 232 18
internal_value=0 0.000615883 0.0325861 -0.0159418 -0.00158571 0.0396674 -0.0255231 -0.0373946 -0.0437158 0.000244092 0.000758748 -0.0182865 0.0467599 -0.0446223
internal_weight=0 11386.5 130.895 405.394 242.868 89.1791 153.689 162.525 157.4 11255.6 10951.4 304.157 110.592 20.3024
internal_count=80553 75465 704 5088 2891 789 2102 2197 2179 74761 70393 4368 549 155
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=15
num_cat=0
split_feature=51 71 31 77 87 71 82 79 65 11 77 61 111 7
split_gain=16.2959 29.9904 39.0947 30.8125 22.849 62.266 41.4671 25.6827 23.1497 45.6311 25.331 21.7216 22.3009 19.8336
threshold=0.0014436666616852391 23.141651039317498 119.20347779324801 905.72222222222229 181.40874502974648 22.070175664142585 0.11774871832970847 1.0246387631364249 0.058706504399056246 1.8517794298779846 566.83333333333348 0.057084272347303101 4.0957919261906275 2.3496047278970704
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 3 -3 8 6 -6 -7 10 -10 -1 12 -2 -4
right_child=1 2 13 -5 5 7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0093995723117475984 -0.039037284123071288 0.071672606477577866 -0.10566718893145317 -0.045883746544367041 0.030773720151880641 5.1418571690897158e-05 -0.049877064753487466 0.063462750881252944 0.16852697883856593 0.023504277429148013 -0.02194854094778954 -0.070292516044218642 0.032126594368463546 -0.010325747959702317
leaf_weight=2085.6528293348965 140.37492132288753 106.41504800482653 26.537684355833335 28.206290523627104 75.602456958964467 3048.6885680960404 406.67420640803175 65.238223802298307 24.177226703497581 211.4517913282034 294.11886686266371 120.09052040774623 64.163763129006838 122.71557263488648
leaf_count=19047 17140 806 558 1152 296 16374 2479 584 152 1268 5168 7134 2521 5874
internal_value=0 -0.0157738 0.00796669 0.0470418 0.00137374 -0.0037985 -0.0372341 0.00137992 0.00848562 0.0383846 0.00552522 -0.0365339 -0.0167132 -0.0272777
internal_weight=0 608.504 283.875 134.621 6211.6 3596.2 482.277 3113.93 2615.4 235.629 2379.77 324.629 204.539 149.253
internal_count=80553 35185 8390 1958 45368 19733 2775 16958 25635 1420 24215 26795 19661 6432
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=15
num_cat=0
split_feature=8 93 83 99 19 43 83 55 19 55 93 77 73 21
split_gain=13.8087 27.9963 27.2057 28.3945 25.1505 22.8041 41.0476 35.5369 30.0599 24.0282 22.6175 22.398 18.5653 17.2933
threshold=4.1950977104397484 0.29354985339512579 0.21050350340281568 0.72539124385703946 0.1432358048305378 0.083798389080649807 0.35053114934074919 0.046507147435868028 0.147612160778097 0.17269539733874048 0.43172484374945663 331.61111111111114 18.412103382795898 19.266123670759018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 6 7 -1 -8 11 -11 -7 -3 -14
right_child=1 12 3 -5 -6 9 8 -9 -10 10 -12 -13 13 -15
leaf_value=-0.038750794183137205 -0.033260541183603921 -0.016473710260914654 0.046563249140457882 -0.00050535879028134982 -0.24964021524696522 -0.050585757405421865 0.13813174282381988 0.011521787175229658 0.035387860646064209 0.043931894911230049 0.00010836401464004076 -0.0075444077418699703 0.21675925966613643 -0.028431211606870045
leaf_weight=162.14181403326802 42.346043798577739 1253.1155689071311 207.29199182975572 335.76261177543347 6.1521304780617347 139.24450214899844 32.043507979484275 1058.8581077498966 255.75378521345556 160.746017560974 440.48125068147783 917.88234358292539 6.6104372380068508 5.0926097980700433
leaf_count=1635 1777 31586 2699 8754 35 1358 253 10469 3916 1961 9555 6395 54 106
internal_value=0 -0.00690441 0.0110527 0.0174614 -0.0607089 0.00395768 0.0128537 0.00484588 0.0468274 -0.00413606 0.0118252 -0.0132138 -0.0153029 0.110064
internal_weight=0 1856.37 591.553 543.055 48.4982 3167.15 1508.8 1221 287.797 1658.35 601.227 1057.13 1264.82 11.703
internal_count=80553 45011 13265 11453 1812 35542 16273 12104 4169 19269 11516 7753 31746 160
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=15
num_cat=0
split_feature=49 60 110 59 1 96 49 9 37 6 1 93 23 41
split_gain=10.2894 16.6678 19.0535 14.8024 13.8515 13.6061 13.3573 33.8501 23.8705 21.5576 19.2146 24.299 24.1919 4.50797
threshold=0.66738517198916403 0.24140943855586752 21.283518929336704 0.0019305883855313614 3.8278864905204104 1.4455720420002993 0.54422321198905677 2.9528261779069038 31.498564144245019 8.1465894475509426 4.0420403621312895 0.45942241393756528 38.209662930251504 1.0742982530242016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 5 -2 -5 -3 10 8 -8 -9 11 -1 -12 -4
right_child=1 2 13 4 -6 -7 7 9 -10 -11 12 -13 -14 -15
leaf_value=0.022362312827823902 -0.11464215707609288 0.035583491871424976 -0.11382912616322656 0.069445902324456327 0.005448753752218722 -0.13012634133510823 -0.06088261447647686 -0.070135527120281885 0.036145269726633664 0.04463135345247618 0.049662573414735733 -0.023577389006685143 0.0020797990870741034 0.080997165830703433
leaf_weight=143.98412208026275 6.0685938224196425 6.74719698308036 1.318441480398177 87.8879394386895 54.974857481196523 18.653182654408738 33.157887396635488 127.32387441839091 107.74996929662302 18.781139197875746 110.09591674478725 574.65957925323164 3623.1668076684873 11.971382125630042
leaf_count=2187 27 195 9 1544 412 128 403 781 1209 460 753 9240 62670 535
internal_value=0 0.0231299 -0.0353477 0.0383216 0.0448192 -0.0861082 -0.000747393 -0.0216568 0.013313 -0.0553828 0.000600631 -0.0143731 0.00348304 0.0616691
internal_weight=0 187.622 38.6902 148.931 142.863 25.4004 4738.92 287.013 140.908 146.105 4451.91 718.644 3733.26 13.2898
internal_count=80553 2850 867 1983 1956 323 77703 2853 1612 1241 74850 11427 63423 544
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=15
num_cat=0
split_feature=72 109 57 51 51 105 66 64 34 75 1 105 14 75
split_gain=9.99617 12.93 10.5342 28.224 15.1172 19.7762 13.2727 12.8616 10.8278 7.31644 7.37958 5.42694 8.57737 5.39036
threshold=13.965310355410189 18.993445843597794 0.3408319444524282 0.020184709852136346 0.040863222492782764 7.3553699986060499 0.017742949218900687 0.036932502345558275 25.807098281828328 3.3403194160618743 28.181028257257662 49.62067674524382 0.80698653658465613 5.6535021571841346
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 7 5 -4 -6 -1 -5 -3 -11 13 -13 -2
right_child=1 9 4 8 6 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.0016782234162684888 -0.030335837193187665 0.18584853463277493 0.32149999164541465 -0.010071085176770168 0.15930447196249556 0.04632080498893687 -0.037524570663703898 0.0054703907698280835 -0.065148726968899492 0.0038234235419122237 0.1482409042765894 -0.085032489893640206 0.053864727332843913 0.030029753003935362
leaf_weight=7471.4952300671721 130.7002163734287 2.7706185174174598 2.7053727451711884 59.486324823461473 3.7758312509395173 75.369933695765212 36.971332640736364 3795.2954350605141 89.240870329202153 36.412989028263837 3.9190989425405851 32.51172705902718 5.1502774487016714 16.680235519539565
leaf_count=52575 969 13 25 935 19 683 1092 22525 809 463 16 203 71 155
internal_value=0 -0.0206712 0.00046687 0.000158546 0.0300881 0.055856 -0.0192854 0.000729836 -0.0431194 0.028655 0.0178566 -0.0321609 -0.0660383 -0.0235038
internal_weight=0 228.145 11534.3 11415.5 118.822 78.0753 40.7472 11266.8 148.727 43.1027 40.3321 185.042 37.662 147.38
internal_count=80553 1890 78663 76844 1819 708 1111 75100 1744 492 479 1398 274 1124
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=15
num_cat=0
split_feature=99 105 45 64 64 78 42 105 6 39 111 53 104 60
split_gain=15.3809 43.8259 34.52 26.8389 47.5357 65.055 38.1521 57.7967 37.4659 35.3306 24.1133 9.95864 4.6988 3.2337
threshold=2.3551531389431513 82.036706689064118 2307.5900343997369 0.036932502345558275 0.027581024608259768 1.015354029538527 0.10639701950498948 18.695788962626462 3.5788602701680721 5.1526734418550895 5.5006891324901313 0.0041047437743598741 92.9659545668584 0.011306061307504802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 9 -6 8 -8 -5 -1 -2 12 -3 -13
right_child=1 11 -4 6 5 -7 7 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.080220502449205741 -0.062875083632343426 0.097909202695319303 0.20689412592714215 -0.015509436817996033 0.073411109991879261 -0.0057009875988356194 -0.077909393779630881 0.010725981374332371 -0.075296867480542928 -0.00025640348775839145 0.032762440782628986 -0.20038842904794241 -0.06413894145280688 -0.082040733504899793
leaf_weight=55.897790854141931 28.674749475219869 4.660724692977964 10.75531379599124 276.74053466646001 208.93611085857265 206.84608037382714 84.124539235410339 586.26230205498359 168.71176281584485 4795.3191492741753 327.04765388253873 2.4523334422847247 2.9044514410779811 39.436561257378344
leaf_count=5614 1296 33 19 6250 1172 2258 4253 5754 1776 43653 6131 16 47 2281
internal_value=0 0.0184655 0.0303897 -0.00138122 0.00160344 0.0340539 -0.0154694 -0.000396567 -0.0381535 -0.00117778 0.0250531 -0.0698989 0.0356951 -0.0889693
internal_weight=0 415.932 366.478 6382.84 5267 415.782 1115.84 670.387 445.452 4851.22 355.722 49.4541 7.56518 41.8889
internal_count=80553 9823 7446 70730 52697 3430 18033 10007 8026 49267 7427 2377 80 2297
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=15
num_cat=0
split_feature=43 64 57 79 16 79 19 16 111 55 13 91 57 37
split_gain=13.5288 33.0184 22.373 24.9924 20.2595 41.0674 21.42 23.3299 20.0808 19.8861 20.9047 19.8654 19.4466 18.7131
threshold=0.033382113312090574 0.006896827118116026 0.0073389217211892203 1.0137245389783918 0.14057332171658718 1.016702807131084 0.051567616371962645 0.048029294662291992 1.6797213791275774 0.083788081472699269 0.45422392463786526 0.33336961116426689 0.056049130527048067 26.757686276252034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 8 7 -1 -6 10 -3 -7 -11 -4
right_child=1 9 13 -5 5 11 -8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.0079027406987458408 0.050979877461157612 0.01996600552127744 -0.039093172564946543 -0.042916136208962452 -0.12092924120702714 0.087118643616958202 -0.038625153833453274 0.048360358981751589 0.016843102183082197 -0.010630966248177122 -0.0031300357715615523 0.33935778121363802 0.0083375755348467796 -0.20376079659310445
leaf_weight=176.31390587950591 34.02605322515592 826.12289484185749 13.518979728221895 169.85562653222587 12.44969379599206 72.635907360410783 95.839977179799462 126.63202466256917 70.418884365441045 1885.7337549166623 745.58298879489303 3.2625312283635131 757.61851064817165 14.098307476844637
leaf_count=2813 580 14758 283 2818 131 1220 3981 1885 2331 25893 11734 37 11977 112
internal_value=0 -0.00191741 -0.0386874 -0.0272457 0.0146074 0.0448182 0.00257976 0.0156154 -0.00385501 0.000102063 0.00900975 0.0979613 -0.00519434 -0.123154
internal_weight=0 4446.56 231.499 203.882 557.553 158.767 398.786 302.946 82.8686 4215.06 1571.71 75.8984 2643.35 27.6173
internal_count=80553 68155 3793 3398 12398 3719 8679 4698 2462 64362 26492 1257 37870 395
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=15
num_cat=0
split_feature=85 30 110 47 79 11 62 93 85 13 47 21 13 85
split_gain=10.4583 25.137 49.041 128.332 23.8517 23.2006 40.0972 31.757 27.6803 20.4331 26.1793 17.1938 19.9977 17.4598
threshold=0.084777829122798645 42.947150548373081 8.1698134537656717 0.0062613258670434352 1.0241878257836905 3.3048024292348805 0.12504445837514069 0.57138869980097473 0.20087013901949743 0.36536648872831268 0.0078110773775610211 11.059039586868529 0.25918699661692962 0.041344585209994338
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -3 -4 9 7 -7 -8 10 -2 12 -1 -13
right_child=5 2 4 -5 -6 6 8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.32828100758398687 0.30451763619503569 1.0453489031129555 -0.0051501925793580525 0.064628997998428944 0.12566301598213522 0.051914459496998938 -0.016359721527068254 0.46770341539611854 0.053998219039808885 -0.003994916682926287 0.014838906471247122 0.099307172071855812 0.0012093188211444966 -0.051560183713951692
leaf_weight=1.9215996428392816 3.1366569311358026 1.6042709024623016 356.33577536384109 7.9279454419156536 14.505904271616599 207.80147952469997 249.79291751538403 1.8533167825080443 72.044469176791608 3119.8530627150321 580.12235664832406 7.9468909623101345 68.775110672577284 220.91667674499331
leaf_count=16 88 98 7526 405 528 3989 1624 31 469 42168 10275 383 1578 11375
internal_value=0 -0.0113397 0.00572346 0.229684 -3.32815e-05 0.00202107 0.021559 0.05559 -0.000609841 -0.000783126 0.0163967 -0.0330061 0.0100994 -0.0463216
internal_weight=0 679.934 380.374 9.53222 370.842 4234.6 531.492 209.655 321.837 3703.11 583.259 299.56 70.6967 228.864
internal_count=80553 21909 8557 503 8054 58644 6113 4020 2093 52531 10363 13352 1594 11758
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=15
num_cat=0
split_feature=79 60 60 51 79 57 93 6 111 55 35 6 53 101
split_gain=10.568 22.1221 32.378 27.3281 26.2597 25.7345 22.4725 13.7214 40.2829 26.8285 21.9231 21.8345 43.6956 28.0506
threshold=1.0238914613375913 0.0059338050188927497 1.2211009301680622 0.00019549971448868124 1.0240795230846265 0.0020075281595352762 0.73655138227785566 0.52332734907385448 0.650352765074799 0.049919871722632146 25.266776584344637 1.2354098401814577 0.0042584986193068873 0.64154770950246198
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 6 -5 -3 -2 8 10 -10 -1 12 -9 -13
right_child=1 2 -4 4 -6 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.080093585708252146 -0.049676262116219713 0.06744399536644842 0.051190921063549048 -0.044149213253981481 0.028379294752387131 -0.035310460814098686 0.20937305650360927 -0.078917022991139008 0.14709613360951643 -0.064371761811186048 0.0098618768370598089 -0.013053960480316058 0.014311464240609537 0.0023032551733145785
leaf_weight=29.300603959243745 96.625787516590208 25.624912148341537 53.763855606783181 58.499066554009914 340.3870733960066 499.01248009328265 3.4690123181790105 51.730768105015159 6.2393585671670726 155.99852938845288 359.49156660679728 1439.7144582060864 1784.771186189726 6840.0414719719265
leaf_count=422 1176 159 635 353 2951 2895 59 325 499 2013 4143 10085 15646 39192
internal_value=0 -0.00940829 -0.0227176 0.0060194 0.0177426 -0.0302916 -0.0406983 0.000983848 -0.0143833 -0.0562391 0.00308255 0.00182089 0.0116854 -0.000367114
internal_weight=0 1077.38 578.401 498.981 398.886 524.637 100.095 10667.3 551.03 162.238 388.792 10116.3 1836.5 8279.76
internal_count=80553 8228 3689 4539 3304 3054 1235 72325 7077 2512 4565 65248 15971 49277
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=15
num_cat=0
split_feature=49 108 43 55 73 49 101 41 16 97 97 57 21 34
split_gain=15.4087 50.4666 47.6253 41.4861 24.8585 24.4787 42.378 83.1244 53.8114 34.4306 38.4058 26.1264 4.76837 8.32349
threshold=0.12842185250129076 4.6576806147148142 0.072116733528488172 0.072904935538121815 1.1685647044902343 0.18558213581921748 0.81964325067478749 0.20253909957296759 0.43331253045014034 8.2702567110165859 3.6672232040638479 0.0016429075138239132 284.01452119902495 956.15553222852384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -4 9 7 -7 -8 10 -2 -11 13 -1
right_child=5 2 4 -5 -6 6 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.079567964885451439 0.0097457121839942731 0.0065860729178380418 0.089931520070034784 -0.21286945754988298 0.018717738743479723 0.01294925833105187 0.027819537282543494 -0.040742735857395795 -0.01104881437821314 -0.10896136224320836 -0.021711109959952242 0.036973541286839398 -0.42612967196942225 0.14506154830319223
leaf_weight=66.457354407612002 509.39412755271769 1420.0764127611401 108.01638970928616 8.6666732192970795 89.740385569311911 648.66098709285143 1020.0537906241952 519.0878524136715 547.30098833878583 13.072210641577838 1630.2492194554652 199.32099985599052 0.38672585785388847 1.6915603227680538
leaf_count=9714 9674 9853 853 94 1384 9709 5507 7343 14530 73 10715 1094 2 8
internal_value=0 0.00807911 0.0116211 0.00525487 0.0576153 -0.00292971 0.00350298 -0.0109179 0.0142472 -0.0104101 -0.014222 0.0279917 -0.0759793 -0.0739923
internal_weight=0 1695.04 1626.5 1428.74 197.757 5087.14 2735.1 1167.75 1567.35 2352.04 2139.64 212.393 68.5356 68.1489
internal_count=80553 21908 12184 9947 2237 58645 37089 17052 20037 21556 20389 1167 9724 9722
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=15
num_cat=0
split_feature=69 56 13 102 5 83 44 10 63 85 75 33 33 2
split_gain=13.5028 15.394 15.9848 15.3647 22.2584 19.0583 9.41837 8.77908 5.8608 8.23746 5.83852 2.73761 18.1683 1.04871
threshold=0.66098874871839397 0.1170883516782667 0.52808578965762532 0.61259579448638413 1.9372310909066697 0.24739298516796251 55.993610035436383 0.70367733376206754 0.05561050343176778 0.78568146769234626 0.85392255172017595 8.1835903043565974 8.0695347187833253 7.5669340564897114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -5 -3 -4 9 10 -2 12 -10 -13
right_child=8 2 7 5 -6 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.0027792317472308753 -0.066277517202289971 0.074411878143903917 0.11552840249274217 -0.032255368135720434 0.046130788193592301 -0.0032187722691514203 0.016687500396014385 -0.0094732617558104595 -0.040185590398930271 0.21867110735651704 0.022038676928147739 0.11246723439422479 0.96588593717196813 -0.076427991813092178
leaf_weight=2225.6922733268002 14.869960257085046 71.183419373061042 5.9606020429637274 253.30083136935718 125.09280393098015 2100.6560817054487 46.881072374380892 97.88166006380925 2.7907888272311534 1.4954189900308836 15.073501192149704 0.29620996117591758 0.19183493993477885 37.820226311916485
leaf_count=24737 290 587 139 12339 1155 34741 540 1248 333 13 247 1 17 4166
internal_value=0 0.000581547 0.02632 -0.000632447 0.00508611 -0.0063433 0.0514907 -0.0022981 -0.0428797 -0.0103801 -0.0218193 -0.0677405 0.0245224 -0.0749601
internal_weight=0 4926.65 221.907 4704.74 2350.79 2353.96 118.064 103.842 72.5379 31.4389 29.9435 41.0991 2.98262 38.1164
internal_count=80553 75486 2514 72972 25892 47080 1127 1387 5067 550 537 4517 350 4167
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=13
num_cat=0
split_feature=55 55 60 9 49 13 84 6 77 57 37 47
split_gain=10.6255 13.8726 24.2897 29.2867 20.9322 18.3429 16.3823 12.6373 10.0866 8.68266 8.55434 5.63224
threshold=0.80164758004368741 0.29885224522558013 0.82580365936138811 2.8400028028513185 0.51435171733669116 0.53438410380532397 0.13236735437073185 3.0761941783505518 2638.0555555555561 0.3408319444524282 43.866369037298348 0.13326176008985738
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 9 11 -11 -2
right_child=8 2 7 -5 6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0024253906526987955 -0.084796835936487278 0.0081089163369468756 0.28442840118798557 -0.025290336316613135 0.060899558323353233 0.012168614822483064 -0.11758888855325933 0.039635476514059347 -0.097700807488597968 -0.047186852349836633 0.055349444763376866 0.080547987376485983
leaf_weight=2153.5397696241853 2.1624306244775644 411.35945955757052 2.1757531436160198 725.70840582571691 6.5346672451123622 1435.1780629709829 24.133463277947158 68.634342395467684 5.3177896263077846 15.938125102315096 16.621757624670863 43.558729106734972
leaf_count=49394 49 4431 15 4490 41 19291 101 1211 31 241 385 873
internal_value=0 -0.000388925 -0.00966863 -0.0132074 0.00270794 0.00341095 -0.0795571 0.0471571 0.0355697 0.044623 0.00515773 0.0727278
internal_weight=0 4827.26 1207.88 1137.07 3619.39 3588.72 30.6681 70.8101 83.5988 78.281 32.5599 45.7212
internal_count=80553 78974 10147 8921 68827 68685 142 1226 1579 1548 626 922
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=15
num_cat=0
split_feature=39 103 21 31 1 28 90 44 103 1 93 9 46 39
split_gain=9.95358 21.2316 25.5291 22.5245 17.4278 16.407 10.198 25.0578 14.1634 13.4231 40.2238 23.5168 10.0716 6.71439
threshold=35.222412404927731 0.62164704562148276 59.766261449075991 105.7365735653273 10.562864117442947 188.75608772883572 -0.39966132428219697 63.442987713087199 0.055083503225476706 5.6611867478016871 0.50022069046347262 3.4979921110582439 1.1095548292805386 45.22408795688775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 13 -6 7 8 -1 10 -8 -11 -9 -2
right_child=1 2 3 -5 5 -7 9 12 -10 11 -12 -13 -14 -15
leaf_value=0.20471652494039391 -0.024793672469118358 -0.080992205780597792 0.10729134711947828 -0.0023041802584707729 0.13631464335947444 -0.077261999648114532 -0.016326785056770449 0.021819821571046741 -0.019937038223212709 -0.017753086360365222 0.019812506048511473 0.0015654605834186245 0.20302059500950778 -0.087334054332730976
leaf_weight=2.8187354574911287 23.405867932597175 40.075220665428787 19.506043635308743 485.74670791829703 8.5760727524757367 6.1951177273876956 421.15589727414772 156.00105858279858 638.54814163059928 683.85704879113473 1146.085724937293 8020.2665679813945 3.128977248328737 64.399175071739592
leaf_count=73 317 251 109 3725 31 175 6904 1167 4172 3559 12813 46440 40 777
internal_value=0 -0.0120178 -0.00416666 0.00192692 -0.0537567 0.0467394 0.000734383 -0.0101369 -0.0189497 0.00158163 0.010101 4.76599e-05 0.0253828 -0.0706629
internal_weight=0 647.904 545.328 505.253 102.576 14.7712 11071.9 800.497 641.367 10271.4 1567.24 8704.12 159.13 87.805
internal_count=80553 5385 4085 3834 1300 206 75168 5452 4245 69716 19717 49999 1207 1094
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=15
num_cat=0
split_feature=95 110 28 3 93 79 79 105 101 93 83 60 1 95
split_gain=15.8967 56.58 49.9418 41.8853 40.3832 34.2402 23.8108 65.9272 69.0882 34.1302 33.4846 32.9928 18.4929 7.56344
threshold=0.023984670976590895 6.468305250764506 175.9016718102113 293.86467798385598 0.30247592054024164 1.0244845243716441 1.0144624989924869 25.480191762428245 0.60169637078508709 0.42218396660987206 3.9138485125473137 0.0014057510216211393 23.118802623158562 0.026549730911994394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 5 -3 -2 7 8 -1 10 -8 -11 -9 -5
right_child=1 2 -4 13 -6 -7 9 12 -10 11 -12 -13 -14 -15
leaf_value=0.039101016355843968 -0.024405992363427383 -0.054492678563464673 -0.076087793198938422 -0.040871719882285357 0.036214847695747468 0.056605432614078965 -0.0020380395562314166 0.0027573919857007741 -0.047514959681003339 0.057238919776570266 0.14678304560647878 0.011868886365774831 0.050235013002226263 -0.10954570046872357
leaf_weight=112.78342646092642 709.61183627865103 55.455992856015655 53.451587215506152 21.409637556876987 426.96171133976168 56.313061489214306 2843.3261862989311 186.66060870338697 501.87834463501349 181.21379043906927 15.199593486613592 1387.5042699772639 146.37354143589619 63.913516803382663
leaf_count=734 33416 1347 3758 265 3543 1840 17116 1467 2008 957 353 10620 1017 2112
internal_value=0 -0.00982921 0.0156258 -0.0258534 0.0257876 -0.0184498 0.00217823 -0.0122075 -0.0316219 0.00525764 -0.00124672 0.0171099 0.0236245 -0.0923137
internal_weight=0 1387.12 535.869 851.248 482.418 765.925 5374.94 947.696 614.662 4427.24 2858.53 1568.72 333.034 85.3232
internal_count=80553 46281 8648 37633 4890 35256 34272 5226 2742 29046 17469 11577 2484 2377
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=12
num_cat=0
split_feature=73 13 51 73 51 71 65 6 59 9 28
split_gain=13.5615 13.719 20.3345 24.3005 17.0945 15.694 14.5328 10.2464 0.618297 0.167509 0.0026434
threshold=40.07017907356137 0.33754569652799327 0.00050267351192430745 2.685482342517659 0.0023596559397746995 37.577849030040674 0.77372697433198678 4.8102300263899016 0.0024224494889358108 1.4616931272775204 208.68481137789917
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -4 -6 -2 -10 -11
right_child=8 2 6 -5 7 -7 -8 -9 9 10 -12
leaf_value=0.025923130424828213 -0.14226675394296881 -0.053547494277428491 -0.0023095504096705059 0.025626017496340775 -0.014386043660865561 -0.045937977797483168 0.015973491700757105 -0.12923747395444327 -0.10731054049988412 -0.08094253419126507 -0.075894902777697809
leaf_weight=487.38716113606642 3.5956265702843657 147.68905699686729 3666.179474167322 52.563778967887629 86.31297865556553 32.412045954944915 493.25832310749684 8.5359816720738291 3.8789832444745098 2.0646871677599847 2.0854081840516301
leaf_count=9076 10 12933 43173 1695 1747 3591 6643 1380 38 40 227
internal_value=0 0.000331951 -0.00163992 -0.0327655 0.0143184 0.0214422 -0.000141406 -0.0247222 -0.107804 -0.0923703 -0.0784061
internal_weight=0 4974.34 4359.69 200.253 614.648 519.799 4159.44 94.849 11.6247 8.02908 4.1501
internal_count=80553 80238 64444 14628 15794 12667 49816 3127 315 305 267
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=15
num_cat=0
split_feature=61 58 105 40 111 111 105 83 38 105 31 83 14 91
split_gain=9.80665 18.2475 18.6982 24.8396 15.2462 29.2631 28.0217 15.1686 14.2926 19.1819 23.0995 17.1949 19.7699 13.9845
threshold=0.011860823740030184 0.025326994550141847 15.223818727267473 0.13024462937527345 0.99908355897098833 0.58817722432113084 8.90659595060567 0.23551248274681244 5.9165537127579819 30.912934783814094 107.85356680328053 0.58523487221961712 0.059826179484963979 -0.077511285717649384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 11 -10 -11 13 -13 -1
right_child=1 4 3 -5 6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.050654223817120272 0.01744220535240764 -0.0087945991875839572 0.13243019198073655 0.029101519416354513 -0.057843183124203237 0.065091673130182076 3.966742018956697e-05 -0.081501389895691168 -0.042470772750060608 0.12830689130926382 -0.018512826630218349 0.30733473526304239 -0.063728316897694495 0.040010882666577166
leaf_weight=20.139612682512961 73.068995873676613 113.3647728478536 31.548440773738548 88.607107314979658 85.441599343204871 101.68380352389067 3958.4024900007353 19.663885163725354 207.74047218367923 15.406742569291962 35.197197526227683 1.4926195666193951 37.750210416968912 109.56108057987876
leaf_count=1030 2151 926 543 2541 2576 1202 48102 1238 12608 173 774 7 951 5731
internal_value=0 0.00162463 0.0301962 0.0562318 0.000196431 0.0261419 -0.00118333 -0.00353865 -0.0142322 -0.0290221 0.0261875 0.0083842 -0.0496148 0.0259326
internal_weight=0 4471.78 212.888 120.156 4258.89 215.049 4043.84 92.7329 427.288 258.344 50.6039 168.944 39.2428 129.701
internal_count=80553 59279 6473 3084 52806 2128 50678 3389 21274 13555 947 7719 958 6761
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=13
num_cat=0
split_feature=9 67 51 79 91 75 76 79 51 91 72 13
split_gain=9.92158 11.5534 21.4095 11.996 11.7807 13.9813 11.1377 10.7863 6.70916 6.8356 22.6948 2.87932
threshold=1.2337252673407588 0.38610964249386798 0.018808393369973215 1.0238914613375913 -0.038977482562981322 2.7202262677973503 507.50000000000006 1.0238914613375913 0.0005684820501395527 -0.16986538034870477 0.059033280759162039 0.83076084113381621
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 -1 10 -10 -11
right_child=1 4 3 -5 6 -7 -8 -9 9 11 -12 -13
leaf_value=0.098714586469847543 0.0014005511918318287 -0.083768811590255149 -0.040813827143760334 0.088428509462786714 0.13720087896688707 0.045778249779416115 0.036127549758767918 -0.0092121495720693097 0.90260642848583683 -0.074850941084722483 -0.0042997877193733285 0.059886870802751936
leaf_weight=2.944196291267871 10306.181764238398 16.512058927095495 164.2066298762802 7.510138831101357 12.95170967641752 16.814375271089375 68.902956431440543 1055.7891533619259 0.3062632239889348 36.723166347277584 2.7861675199237652 1.6576201505959023
leaf_count=14 66529 226 1641 55 103 233 816 8088 25 2367 292 164
internal_value=0 0.000199442 -0.000115275 -0.0351613 0.0317137 -0.0184077 0.0521202 0.000414387 -0.0471528 -0.0575079 0.0855169 -0.0690318
internal_weight=0 11648.9 11533.7 171.717 115.181 33.3264 81.8547 11362 44.4174 41.4732 3.09243 38.3808
internal_count=80553 77691 76313 1696 1378 459 919 74617 2862 2848 317 2531
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=15
num_cat=0
split_feature=103 89 78 73 55 91 14 64 43 71 87 79 73 79
split_gain=15.7365 47.1148 75.1416 41.3199 60.8625 45.4025 35.763 35.2446 33.6438 31.3529 28.8331 27.2941 17.2446 14.0483
threshold=0.64079847925286426 0.50666168749904472 1.0178053345325313 0.70541605272016061 0.11961675194764802 -0.32398133275708524 0.15809769425610806 0.008040163627059815 0.013804883270998455 14.326007939175751 64.000938241764473 1.0145719396451862 0.15614008948547228 1.0177432391651378
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 12 13 -2 -4 -7 -3 -11 -6 -1 -5
right_child=1 9 7 5 11 8 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.040372394683423213 0.063679280146806932 -0.057332572725441157 0.037737483446892019 -0.10624190302854913 -0.39812968017666672 0.022223873002861334 -0.10124917664846447 -0.036462225108726043 -0.050388275522515048 0.039636511206348854 -0.0018533989914398211 0.067753031427755087 -0.03183541607075837 0.091019629115958942
leaf_weight=40.089655349729583 347.18411009688862 98.745722871215548 96.982600273797289 4.0092664279218289 1.268654899438842 75.568440032802755 13.664955436790477 188.32434813970758 410.07280741042632 173.40037598944036 4919.549770389629 143.31263181161194 188.9884877147415 36.275827706645941
leaf_count=654 3169 9098 725 225 19 1252 495 2133 16357 3470 37335 1312 3681 628
internal_value=0 0.00164646 0.0271111 -0.0125622 0.012864 -0.0306271 0.0574336 -0.01124 -0.0390894 -0.00152286 -0.000440786 0.0636651 -0.0191987 0.0713877
internal_weight=0 5837.85 646.156 899.586 373.659 525.926 360.849 285.307 485.641 5191.7 5092.95 144.581 229.078 40.2851
internal_count=80553 56425 6522 24128 5666 18462 3664 2858 17609 49903 40805 1331 4335 853
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=13
num_cat=0
split_feature=95 18 60 82 46 85 8 73 104 78 63 5
split_gain=13.1096 16.1813 19.1107 19.995 15.9702 13.575 10.6441 1.97705 1.56314 0.194821 0.00517312 0.000374513
threshold=0.16876394896751637 0.021060143855859928 0.00081442699464976808 0.055670836650571119 0.064347791937753876 0.33019871068029111 6.473827575799322 11.146044364102847 6.9441826286955992 1.0224836464740987 0.045980516403894216 1.1045335994011454
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 9 -9 10 -2 -10
right_child=7 2 3 -5 -6 -7 -8 8 11 -11 -12 -13
leaf_value=0.1139902435372411 -0.080323537096263664 -0.070923725301813442 0.032376655804015962 -0.00059248227917139279 0.042844644156975045 -0.26172312520103991 -0.049771327427453028 0.10299137726313015 -0.080808887910619298 -0.10104127166324284 -0.076578660283230807 -0.075681458311657568
leaf_weight=24.113576365169145 9.5906457891687804 63.675256935675861 191.52989459922537 4650.0969032802022 15.304201615974305 1.1609573215246189 4.7510517603950566 1.0577088519930828 0.17791172862052906 5.3233403987251213 5.9942195858457117 0.71471065445803106
leaf_count=325 177 1310 2288 75113 289 13 266 5 1 28 663 75
internal_value=0 0.00036238 -8.42144e-05 0.000711744 -0.0488783 0.0735505 0.0870355 -0.0755426 0.0207491 -0.0845248 -0.0788832 -0.0767034
internal_weight=0 4950.63 4920.61 4841.63 78.9795 30.0256 28.8646 22.8585 1.95033 20.9082 15.5849 0.892622
internal_count=80553 79604 79000 77401 1599 604 591 949 81 868 840 76
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=15
num_cat=0
split_feature=95 8 13 15 50 51 1 9 78 58 13 93 11 55
split_gain=10.5628 16.2838 15.8473 17.3376 18.3901 13.8857 10.9445 36.9483 29.7872 9.12507 41.1171 9.25295 7.95556 3.51522
threshold=0.0041898312941710423 2.7800937891934119 0.28710079580224873 0.10841942541431483 0.00014949921952654084 8.2177545715049209e-05 6.9014279799243541 3.8828745693431466 1.0183235640977828 0.013981767092095473 0.33908266340852061 0.26827271129068875 2.9754058659105218 0.20237170613153802
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -2 -5 7 -4 -8 10 -3 -11 13 -1
right_child=2 9 6 5 -6 -7 8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.10726407437216766 -0.084611601902448527 -0.03318421126402539 -0.00070402706786579412 0.26104287845134549 0.20366502285325916 0.01763279756113072 -0.0053670521559067664 -0.042622114673783067 0.01684963177078445 -0.010393763334885047 1.246934531155373 -0.066952169104840364 -0.053482912830792345 -0.00022757903380356341
leaf_weight=13.724297156557446 2.8377996915951362 1.4810632306616742 1839.9308165555121 2.3717675700318059 10.049593231640754 197.59888940729434 1376.8008746730629 237.40922436001711 1074.4541952585569 48.391470313305035 0.30209040595218528 71.909529659315012 5.588701218366622 3.9087786783929905
leaf_count=85 103 108 23691 88 197 4858 30041 2003 15120 1615 14 2550 29 51
internal_value=0 -0.0262728 0.00109893 0.027765 0.140187 0.0205198 -0.000154452 -0.00549464 0.00437115 -0.0408729 0.183685 -0.0442014 0.0504843 0.0834361
internal_weight=0 145.306 4741.45 212.858 12.8874 199.971 4528.6 2077.34 2451.26 122.084 1.78315 120.301 23.2218 17.6331
internal_count=80553 4452 76101 5246 300 4946 70855 25694 45161 4287 122 4165 165 136
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=15
num_cat=0
split_feature=97 5 101 79 79 8 97 53 70 93 9 98 72 70
split_gain=9.17165 9.38346 17.9524 34.509 28.9616 14.6774 29.171 22.8439 8.40892 13.713 10.8248 1.32422 6.72655 0.164538
threshold=1.2760918443357456 1.1574642823161279 0.60169637078508709 1.0181404670506635 1.0186276088639701 3.2751579598230918 3.0806230204128671 0.004764749889865875 14.926908070321211 1.4639485258714373 2.12901520826366 8.3593321595815109 0.044470077640814461 15.926795432719187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 -3 -4 6 -2 -7 9 10 -1 13 -13 -10
right_child=1 2 4 -5 -6 7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.032994187664014435 0.0055488243144343544 -0.025416432629866859 0.0042504676795085215 0.0068802323634708732 -0.011153667245661428 -0.02669212277752251 -0.025986877827398315 0.014529980923559421 -0.055811470193040572 0.50309668703454324 0.033672450823975505 0.71347041690585877 -0.036364349182354275 -0.077392561167840199
leaf_weight=85.998222844675183 1204.0511179669993 792.68100620212499 5215.5161817779881 567.83384091581684 1593.4157497820561 146.60647136578336 387.79540363140404 1619.1383505217964 4.0739354733377722 0.51482290355488558 33.979294796707109 0.12555490434169714 2.5376991831581108 26.597028230375145
leaf_count=4198 10580 5967 29111 3987 9400 1078 1929 11504 133 18 906 2 337 1403
internal_value=0 0.000379278 -0.00144983 -0.0119369 0.000645616 0.00482974 -0.0021337 0.0111074 -0.024201 -0.0119034 -0.0141133 -0.0686528 -0.00101457 -0.074526
internal_weight=0 11527 8169.45 1360.51 6808.93 3357.59 1591.85 1765.74 153.827 120.492 119.978 33.3342 2.66325 30.671
internal_count=80553 73556 48465 9954 38511 25091 12509 12582 6997 5122 5104 1875 339 1536
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=15
num_cat=0
split_feature=33 89 60 49 55 71 99 105 83 71 11 94 67 23
split_gain=14.8017 23.0593 28.1245 15.6035 38.4334 36.8359 25.1075 46.4768 28.0424 15.1994 8.49584 20.8497 7.51475 4.86454
threshold=7.7389713997374887 1.5034310653883887 0.0066484471388040837 0.12842185250129076 0.072904935538121815 15.122179893850301 2.4268893788056234 82.036706689064118 0.4645768364412533 15.690614156299382 2.3933447063861437 0.024170888681043553 0.013645113061394936 471.67291444126994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 4 5 -2 8 -8 -5 -3 11 -1 -6 -12
right_child=3 2 -4 6 12 -7 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.29741754975991536 -0.044635602136707114 -0.080339304115965626 -0.085710365142584399 -0.00078057561738357367 -0.2282649647009822 0.014990334969893377 0.042387292044195335 -0.070445180246779912 -0.022598704490692782 0.079557941841548421 -0.080056677487781613 -0.036855657234936744 -0.086943574972017434 0.051797898097464656
leaf_weight=2.0779728730849483 111.57223058216186 6.948012165608815 19.568554400051653 3987.0797138169582 6.6671627310570321 1451.8281310530874 252.43467780303763 42.678304865217797 691.21303125087434 41.177889023907483 75.947663980261495 18.286581656233466 8.6372070861980301 2.905046956613659
leaf_count=115 7248 232 2079 34722 34 7616 5469 2171 9387 217 6412 3960 874 17
internal_value=0 -0.0296263 0.015372 0.000529795 0.00919137 0.0107351 -0.00221964 0.0260698 -0.00400418 0.0564733 -0.060328 -0.00274685 -0.148509 -0.075199
internal_weight=0 166.912 67.6945 6552.11 1578.7 1563.4 4973.41 295.113 4678.29 48.1259 99.2173 20.3646 15.3044 78.8527
internal_count=80553 13032 2528 67521 15772 14864 51749 7640 44109 449 10504 4075 908 6429
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=15
num_cat=0
split_feature=45 87 103 83 110 49 69 62 83 23 103 69 75 75
split_gain=14.147 42.2359 32.5117 38.0903 25.2773 22.7277 30.107 23.7223 20.0006 37.6373 29.3489 19.1976 22.7345 19.4675
threshold=13.649796490738485 64.000938241764473 0.47582354517354669 0.21050350340281568 2.0496673870021858 0.18116947905752276 0.21244999130636819 0.011213918165122303 0.29693754828363278 66.210435778836185 0.65372535252106301 0.20523004132863212 5.7276694653782885 3.8591360725697093
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 -3 -4 5 6 -1 -7 10 -10 -6 12 -2 -13
right_child=1 2 3 -5 8 7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=-0.014712949800062004 -0.015174860551610523 0.043779582989560833 -0.064932241550989589 0.0011761197236925894 0.015997169972602848 0.03533938041559747 -0.10969585768139518 -0.0071221380508784517 0.0027745561423818165 0.05315190095428373 -0.042278476265019301 -0.089755452549077797 -0.10870104947366727 0.025186017222158064
leaf_weight=371.93528698943555 493.15539830212947 170.1125494754524 91.048804530888447 2038.9858733272122 346.47299781092443 200.91337411140557 36.660879130475223 381.22775515553076 282.68546326016076 311.96503764134832 115.14011152100284 79.467328559374437 27.436818434391171 18.089459866809193
leaf_count=5494 6757 2186 6545 38630 3356 3085 527 4631 2682 2392 2596 1088 330 254
internal_value=0 -0.00452643 0.00171013 -0.0016497 0.00631738 -0.00515658 -0.0232352 0.00753253 0.0170795 0.0292035 0.00146148 -0.0277328 -0.020104 -0.0684424
internal_weight=0 2918.3 2300.15 2130.03 2047 990.737 408.596 582.141 1056.26 594.651 461.613 618.149 520.592 97.5568
internal_count=80553 55790 47361 45175 24763 13737 6021 7716 11026 5074 5952 8429 7087 1342
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=15
num_cat=0
split_feature=78 35 79 11 47 78 30 97 44 79 78 81 8 63
split_gain=9.81527 14.722 14.5796 46.5078 44.5685 18.3782 21.0383 15.647 12.9697 7.5443 7.4885 10.1419 7.25054 6.27259
threshold=1.0246559242500135 64.955740612725478 1.0242926621329114 2.7617193914371003 0.018804428080638213 1.0226991969130907 42.947150548373081 1.8728379283756327 62.02758733765554 1.0185331374640241 1.0247116081839682 0.10700001713885603 2.1988481119009942 0.053232691548048959
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 8 -5 7 -7 -1 -4 -3 11 -2 -11 -12
right_child=1 9 3 4 -6 6 -8 -9 -10 12 13 -13 -14 -15
leaf_value=0.012889506227510504 0.45756241047838703 0.1626551554236928 -0.045555329796316713 0.0046362842459881709 0.17089608896243555 -0.039026534335469959 0.012564034355628313 -0.0015585004740546748 0.056404375279366703 0.019660696687525247 -0.090696186572471277 0.066585083192081451 -0.076945523692156903 0.087527539695882672
leaf_weight=966.86896717129275 0.70333576668054121 1.5199440186843265 55.385287741781212 29.883966787718236 35.014830601168796 238.53407510789111 118.21902153710835 3335.314436393237 16.103363741887733 9.0975820999592525 5.9415278407977876 11.703431076952254 53.194754471653141 2.9578644633293152
leaf_count=14957 9 8 2196 1544 213 5074 837 53386 300 80 211 280 1444 14
internal_value=0 -0.0334345 0.000823339 0.0330504 0.0943384 -0.000120087 -0.0219307 0.00168853 -0.0225881 -0.0574655 0.0385388 0.0887495 -0.0628365 -0.0314605
internal_weight=0 85.1184 4795.32 136.387 64.8988 4658.94 356.753 4302.18 71.4887 63.8123 21.3062 12.4068 62.2923 8.89939
internal_count=80553 2046 78507 4253 1757 74254 5911 68343 2496 1532 514 289 1524 225
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=15
num_cat=0
split_feature=58 18 78 77 7 41 14 1 30 75 105 49 54 41
split_gain=9.44334 35.5369 26.7841 22.4936 49.2665 26.2573 21.2357 29.8326 26.9537 20.116 17.8808 10.873 9.65844 5.91672
threshold=0.026783093214415798 0.11918753285675869 1.0195956904782912 227.61111111111111 1.9426307401913456 0.22569717753687904 0.21586725761838202 4.1054586140312699 0.52741674054847365 3.6959666084513882 4.2093217105113814 0.34170000539062967 0.060481611182867857 0.29168754461832619
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 10 4 -3 -5 7 8 -1 -9 -2 -4 13 -8
right_child=1 3 11 5 -6 -7 12 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.052218276881979879 0.086938010709830912 -0.026404213174572685 -0.009001900556160328 0.01571191358285258 0.023958346569393732 -0.0047715208056701014 0.066387681153883424 -0.00087065213239380206 0.066790626210764342 0.017442387372432252 -0.057730962041550031 0.067260377610968716 0.29335247496276579 -0.06352993190376087
leaf_weight=22.36297420784831 8.8784786285832507 250.14690837403759 88.954873817507178 699.26927327411249 869.07657342287712 5957.4139711299795 3.7178536816500118 2526.9854328305228 127.723866233835 786.51051580742933 226.45251105399802 23.669604816939682 0.80060990690253575 61.360999586991966
leaf_count=538 52 1631 752 6118 4637 38468 75 18171 1716 4424 1755 160 27 2029
internal_value=0 -0.00181349 -0.0330795 -0.000414403 0.0127023 -0.00261978 0.00438166 0.00545144 0.0490583 0.00347624 -0.0522729 0.00702568 -0.0518611 -0.0561079
internal_weight=0 8123.86 347.955 7775.91 1119.22 6656.68 3529.46 3463.58 150.087 3313.5 235.331 112.624 65.8795 65.0789
internal_count=80553 53573 2719 50854 6268 44586 26980 24849 2254 22595 1807 912 2131 2104
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=15
num_cat=0
split_feature=95 33 89 83 97 43 77 14 43 87 59 97 51 51
split_gain=15.1347 18.7778 18.6506 39.3259 24.1254 16.017 14.2509 10.9899 13.8549 5.09411 2.891 2.08765 0.956252 0.00381595
threshold=0.066802449365149383 6.0791902799053767 1.004697773153304 0.37894552444951796 5.4521118862333831 0.024052857795421562 360.16666666666669 0.26058483061151999 0.12186823614565094 32.656912871299348 0.70686131585659806 12.757634993682117 0.00021129554110060816 0.0013780654865391082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 -3 6 9 10 -9 -2 -7 12 -1 -8
right_child=5 2 3 -5 -6 7 13 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.14899544526360958 0.16590751589249902 0.0015194896223221352 0.030880015913491689 -0.00096916700691082049 -0.014979226647981778 -0.083444624923487157 -0.081557690681149209 0.078381406360401029 -0.066198329763708361 0.031852199403382651 0.10195944964991893 0.091341695672449472 -0.080534943777945164 -0.075611245134208582
leaf_weight=2.2233753800392213 7.0428265827358718 3643.5719525795721 579.01614783145487 1173.2545620372257 1171.1717524122796 57.37629629404546 1.4073007295955893 11.698772568466667 15.291866055598801 4.7441042276332155 0.85353884982759964 0.67917339503765006 24.777396699590099 4.6282736705325078
leaf_count=7 47 42840 2592 14402 7705 4082 39 696 3580 39 51 2 3179 1292
internal_value=0 0.000374754 0.000721191 0.009555 -0.00249377 -0.0382482 0.0479642 -0.0562781 -0.00353196 0.111952 -0.080727 -0.0818167 -0.0861723 -0.0769978
internal_weight=0 6594.69 6567.01 1752.27 4814.74 103.043 17.8225 85.2205 26.9906 11.7869 58.2298 27.6799 27.0008 6.03557
internal_count=80553 70727 67539 16994 50545 9826 1417 8409 4276 86 4133 3188 3186 1331
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=14
num_cat=0
split_feature=13 95 73 79 99 57 85 97 21 99 71 79 85
split_gain=12.6532 19.3417 30.1275 25.1646 15.2182 13.5859 17.1865 12.0866 11.4728 18.0214 10.3423 19.1155 15.0444
threshold=0.28186668593797798 0.021598048770047919 1.6821571549339311 1.0156422656865789 0.1047707553296129 0.0023804982929184469 0.089865943975348611 3.3224644634714289 11.874615072797615 0.60508787738876879 32.946040801436844 1.0139930630378393 0.26345270283633898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 9 -1 11 -10 -12
right_child=1 5 3 -5 -6 6 -8 -9 10 -11 12 -13 -14
leaf_value=-0.32139263791719597 0.093380075980172131 -0.14584004559722563 0.039226422312179321 -0.01082034273989552 -0.039898859640906573 0.030552336063396426 0.0012644275410210149 -0.024635174684694301 0.18962122488033417 0.023030855309875444 -0.037400014902121345 0.033741568003302018 0.75893771223994955
leaf_weight=2.3851904394105068 8.7827979696448875 10.268474107608197 128.88182813921594 455.75697547046002 349.07737518026261 212.23473802758963 3580.969468811265 41.391307956422679 8.3969886021222901 4.1840018079383299 22.72668160770991 124.63380079016497 0.23973831807961588
leaf_count=19 138 131 2079 7316 15830 4849 42021 1511 180 39 3477 2857 106
internal_value=0 -0.000937597 -0.0137756 0.000212313 -0.0366279 0.00220942 0.00290312 -0.0487272 0.0274308 -0.102025 0.0328824 0.0435808 -0.0290873
internal_weight=0 4787.36 942.499 584.639 357.86 3844.86 3793.2 51.6598 162.566 6.56919 155.997 133.031 22.9664
internal_count=80553 73875 25363 9395 15968 48512 46870 1642 6678 58 6620 3037 3583
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=14
num_cat=0
split_feature=48 76 34 78 55 37 2 33 86 101 49 97 12
split_gain=9.62131 11.0862 15.1464 17.9216 11.8657 12.1562 10.5996 10.0841 11.8889 8.52973 6.52981 6.30491 5.51379
threshold=1.312652814626351 2734.5000000000005 66.136449278341289 1.0246559242500135 0.80164758004368741 26.757686276252034 150.05245235119875 27.478221803410204 123.68701952188566 8.6974487149757884 0.12673297093959487 5.7616136923857129 0.4847746682725354
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 10 -4 5 -1 12 8 -8 -6 -3 -9 -2
right_child=6 2 3 -5 9 -7 7 11 -10 -11 -12 -13 -14
leaf_value=-0.011314881125245983 -0.28427472736319376 -0.078379986069235158 0.053003738076051438 -0.090060996149215963 0.048404374698999282 0.0017820573129589811 0.029349139423515459 0.070810807548513308 -0.11323533112473433 -0.11681409603857335 0.080523824601831162 -0.094219641517093763 -0.083932664064016893
leaf_weight=871.42279685719404 2.5175861474126568 2.7360855233855537 18.729530452750623 16.443555425852537 67.088716743455734 3795.0429096089501 8.8467828580178338 11.854889620561151 17.250940836383961 3.2774203086737534 47.15024366765283 2.8767678886651984 3.0236041843891144
leaf_count=14120 25 128 190 196 1347 63733 36 113 117 109 415 8 16
internal_value=0 0.00059345 0.0363755 -0.0138796 -4.90883e-05 -0.000663685 -0.0451758 -0.0275626 -0.0649011 0.040709 0.0718085 0.038584 -0.174956
internal_weight=0 4821.89 85.0594 35.1731 4736.83 4666.47 46.3706 40.8294 26.0977 70.3661 49.8863 14.7317 5.54119
internal_count=80553 80238 929 386 79309 77853 315 274 153 1456 543 121 41
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=15
num_cat=0
split_feature=93 64 82 60 60 9 9 93 93 30 6 111 110 58
split_gain=9.74034 19.3714 20.3501 46.6627 39.2416 14.4341 18.461 36.4649 19.5732 11.8788 13.3412 11.8187 18.0727 6.94335
threshold=0.24624057900613119 0.40252827920537987 0.17663594232739854 0.0073159367204343679 0.0082930732583851013 14.69461810930639 6.8623906205358329 0.37424988465239323 0.46289604136368928 20.054195332771751 4.8754573880100507 19.771326392905124 8.6231828376134612 0.058778622375697774
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 8 -8 -2 -7 -11 12 -3 -13
right_child=5 11 4 -5 -6 9 7 -9 -10 10 -12 13 -14 -15
leaf_value=0.019632323661585543 -0.0078979905564652442 -0.061336025287985589 -0.032607469878851686 -0.07490983993881771 0.011943141656739886 0.11933719025352481 0.019683978632784621 -0.0019760025594167028 0.0028992980881084249 -0.0083802391215664473 -0.090136985044814447 0.0947200910440259 0.19113693847361465 -0.060045305269110609
leaf_weight=407.13868781126803 2776.2432306659466 3.7062561213970211 611.3519561792491 59.884542991756462 292.22042744839564 4.4286388959735623 1423.8109416450607 1711.5851450532209 4247.7506909757794 40.252264326438308 39.590720795094967 4.7673612022772414 12.064505184069274 7.3960110222687945
leaf_count=2663 19950 46 3757 340 2068 37 7400 10304 33164 268 208 41 74 233
internal_value=0 -0.00775912 -0.00943931 0.00750956 -0.0181995 0.00113783 0.00147971 0.00785999 -0.00136835 -0.0400777 -0.0489199 0.0746798 0.131804 0.000614069
internal_weight=0 1398.53 1370.6 467.023 903.572 10243.7 10159.4 3135.4 7023.99 84.2716 79.843 27.9341 15.7708 12.1634
internal_count=80553 9222 8828 3003 5825 71331 70818 17704 53114 513 476 394 120 274
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=15
num_cat=0
split_feature=9 79 79 30 41 91 1 79 110 105 95 91 58 101
split_gain=15.2713 32.0559 38.8577 30.4909 48.8694 30.4904 29.7642 35.4805 41.8733 29.6204 29.4983 25.2008 34.3552 28.9897
threshold=11.017620051111306 1.0167299590234486 1.0159835864860087 36.546733656741409 0.18030062129598826 -0.13342787752088134 18.095766899512196 1.0146045836744706 8.5014926775002166 22.998334029957277 0.004750546585516326 0.10567810460898319 0.013150633804899713 0.84703452058421369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 9 4 -3 -5 11 8 -8 -2 -4 13 -13 -1
right_child=1 3 10 5 -6 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00035400890491770338 -0.010695060498433245 0.024766254338794917 -0.086066591177175314 -0.16572401778473658 -0.073367569759565696 0.011194667963785182 -0.065454821233739732 -0.0044666633709383981 -0.0017571436490810225 0.035825125176440369 0.077389394968679193 -0.12779050176645385 -0.0057300554026291951 0.023021148073453776
leaf_weight=1349.8814347687985 292.47424800251611 80.457129806745797 11.875117675401269 9.9384469878568762 137.41691043665196 490.96647259352903 250.58562855992932 945.86846569094996 175.46831793786259 257.26043513021432 157.12118167275185 23.388699101982638 1636.2639990843199 874.12951805627381
leaf_count=25969 1368 440 120 52 920 2359 1659 7012 776 1673 672 704 24425 12404
internal_value=0 0.00903344 0.023967 -0.00589911 -0.0371284 0.00768443 -0.00259807 -0.0152598 -0.0392212 0.0110751 0.0659036 0.00187474 -0.0074502 0.00883341
internal_weight=0 1437.51 718.731 718.779 217.874 500.905 5255.59 1371.92 426.054 549.735 168.996 3883.66 1659.65 2224.01
internal_count=80553 7604 3833 3771 1360 2411 72949 9447 2435 3041 792 63502 25129 38373
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=15
num_cat=0
split_feature=12 45 5 103 6 35 66 55 28 23 77 61 51 88
split_gain=12.4164 15.2181 22.474 32.862 19.5325 26.1141 22.0822 16.4598 11.2508 11.6517 14.8964 11.0204 10.843 8.76574
threshold=0.24537873207809749 13.649796490738485 2.1215871116638416 0.47582354517354669 1.002624100075495 95.952636408673371 0.028373410746918539 0.060368712110586566 8.6631099038942327 50.348081944169813 419.83333333333343 0.032284213025946674 0.00087887067144277445 0.44603784408828767
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 6 -6 -2 -4 9 10 -1 12 -10 -13
right_child=1 2 7 -5 5 -7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=-0.63239783587451825 -0.021513752325623966 0.029339062739284046 -0.019334053411717483 -0.018689436643776768 0.020260685513303178 -0.065929150731153061 0.0076447655127563838 0.011888443884641192 0.010666137241567385 -0.0062423821532757344 -0.12803558464807949 0.03730021018699127 0.051216562814852762 -0.02102057471120897
leaf_weight=0.69881963450461526 425.07814784708899 158.12597030523466 215.03813477390213 1438.0135206655686 811.43252273317194 36.744929719017819 667.67109467543196 786.02614772833476 129.12509494647384 8.0901978518813831 3.6142505994066596 35.966979423013981 134.76159002818167 90.916706415482622
leaf_count=8 6345 1934 6748 21797 7941 501 8577 16852 3681 70 96 626 1542 3835
internal_value=0 -0.00155847 -0.00656449 -0.0139314 0.00514021 0.0165268 -0.00369786 0.00518155 0.0167535 -0.0770109 -0.209754 0.0197296 0.0313744 -0.00448872
internal_weight=0 4538.13 2597.2 1596.14 1940.93 848.177 1092.75 1001.06 403.174 12.4033 4.31307 390.77 263.887 126.884
internal_count=80553 70695 47331 23731 23364 8442 14922 23600 9858 174 104 9684 5223 4461
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=15
num_cat=0
split_feature=43 59 79 19 55 85 104 79 71 81 51 33 6 71
split_gain=9.19277 30.8552 27.187 110.401 30.6422 20.7352 37.1297 28.0699 17.1693 22.7484 21.9468 19.461 29.051 18.0298
threshold=0.10871257762390502 0.008386625470011665 1.0140389968648529 0.12986646332626425 0.073401460005749944 0.14567649948084402 16.634775515457914 1.0131570285251243 12.882487978581546 0.094250200119190317 0.0018824120426298547 16.212866741829078 1.6084379538354294 16.117973977577403
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 11 13 -11 12 -2 -10
right_child=8 2 4 -5 -6 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.070848201560655896 -0.055340897439065666 1.2804341179347609 -0.022949809780042973 0.069402775377078688 0.054618134511142669 -4.4136346208317722e-06 0.062456211744764727 -0.020761825754486634 -0.11197976043986557 -0.014166450372344897 0.0043914185143653283 0.028592743193648587 0.0074548447060043283 0.12007932423889085
leaf_weight=35.868485815211898 204.0742750230711 0.88405278464779158 70.544033867656253 5.0691167479380965 183.14664232067298 468.67774792306591 119.42227111919783 495.39390599710168 3.8734569763764766 902.51673884282354 2168.2181197651662 61.90030624368228 115.29269182938151 24.683694413863122
leaf_count=2034 2600 39 3215 84 2440 15348 1866 27948 47 7757 15287 899 848 141
internal_value=0 0.00694737 0.0380057 0.249242 0.0330487 -0.000256816 0.0126791 -0.0145767 -0.00270012 -0.000236716 -0.00106291 -0.0227249 -0.0326714 0.0886031
internal_weight=0 1379.01 259.644 5.95317 253.691 1119.36 588.1 531.262 3480.56 3099.29 3070.73 381.267 319.367 28.5572
internal_count=80553 52974 5778 123 5655 47196 17214 29982 27579 23232 23044 4347 3448 188
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=15
num_cat=0
split_feature=54 110 76 45 72 45 105 103 11 110 91 91 11 14
split_gain=8.90033 35.0007 32.5966 23.6723 23.7251 16.9198 16.2 22.7204 25.8813 21.5857 17.9085 17.748 15.1791 10.9604
threshold=0.060481611182867857 1.8746166416029475 460.50000000000006 9.9085139251304586 0.88906819263165204 6.5315237460690447 20.403209747201384 0.46478181754191034 2.7878010205576298 2.0496673870021858 -0.49611860668386137 -0.077511285717649384 1.3885429612279199 0.10698037040077342
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -5 -1 7 11 -9 -8 -11 -2 -4 -3
right_child=6 3 12 4 -6 -7 9 8 -10 10 -12 -13 -14 -15
leaf_value=0.02178627801068694 -0.035191283357788615 -0.067047363802849771 0.083043252113201987 -0.011367555359527062 0.005192802523190404 0.096520535872068033 -0.064263258023433092 0.017512122053303599 -0.00067999166115815526 0.041947397400748321 -0.0031873544855261999 -0.0006527506418373373 -0.042077594533877834 -0.021958027516066091
leaf_weight=49.783505089581013 186.08203785994556 75.356441187788732 11.828277238411827 1886.874019749579 1597.5701101789018 77.382017315365374 56.599259905284271 1936.0307249105535 1311.9649977121735 90.284091152250767 3343.0854490792844 742.16804074507672 53.782825213856995 189.4390974912094
leaf_count=922 2161 738 399 12309 8900 782 820 11403 7893 813 21589 7943 1304 2577
internal_value=0 -0.00382867 0.0377263 -0.00596533 -0.00377486 0.0672631 0.00201838 0.00622065 0.0101638 -0.00301025 -0.00200049 -0.00757653 -0.019521 -0.0347897
internal_weight=0 3942.02 192.777 3749.24 3484.44 127.166 7666.21 4176.25 3248 3489.97 3433.37 928.25 65.6111 264.796
internal_count=80553 27931 3407 24524 21209 1704 52622 29400 19296 23222 22402 10104 1703 3315
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=15
num_cat=0
split_feature=77 97 16 97 35 77 45 31 48 71 101 103 3 77
split_gain=14.1596 19.4239 29.8396 27.592 25.6934 16.6175 24.8122 24.8513 13.2567 13.61 9.29426 8.25062 17.0929 13.568
threshold=965.38888888888903 3.9679651708179597 0.21663839401843965 5.4094618134617871 598.12685599118709 801.50000000000011 23.878718637703432 79.912622811512861 0.87499543684967673 25.582399314228471 1.9076737776152228 0.67374554539711873 233.90584831151651 1011.2777777777779
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 4 -4 -3 8 -7 -8 9 -1 -10 12 -2 -13
right_child=1 2 3 -5 -6 6 7 -9 10 -11 -12 13 -14 -15
leaf_value=-0.0032788171235397685 -0.085124616897166772 -0.067814573109843942 0.077461720019606994 -0.027746670213730357 0.071795358686210717 -0.08078482181019396 0.074488887385400701 0.0036268793544761355 -0.10010254644675619 0.0065529936186825705 0.030479471716454088 0.027176283001577047 0.052210469667432285 -0.08666542906478833
leaf_weight=3911.8981813641767 17.207467497679318 74.803865895868512 62.175828981620725 41.610257539316081 16.002204574644566 19.090694549526233 97.688857145709335 100.30756475192538 21.791969287209216 2199.6470234737717 7.2687133543367954 12.278621369932806 19.146329078546842 71.042346261081548
leaf_count=46541 3827 1226 563 448 175 2887 737 1951 481 16315 283 622 237 4260
internal_value=0 -0.020844 -0.00134747 0.0352812 -0.043212 0.000900687 0.0280915 0.0385893 -6.05821e-05 0.000259815 -0.0674411 -0.0525455 -0.0127948 -0.0698891
internal_weight=0 314.267 194.592 103.786 90.8061 6357.69 217.087 197.996 6140.61 6111.55 29.0607 119.675 36.3538 83.321
internal_count=80553 11358 2412 1011 1401 69195 5575 2688 63620 62856 764 8946 4064 4882
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=15
num_cat=0
split_feature=37 10 47 83 108 42 71 48 97 13 92 42 11 58
split_gain=12.2321 14.0083 19.9496 18.4283 20.0585 16.235 14.0236 12.9356 7.92238 7.40813 5.41281 4.75637 4.52883 4.10149
threshold=11.631062911293633 1.6103112629191298 0.042822866466656 2.82276502616689 14.603085808852311 0.027398550440415604 17.607883454866894 0.83072262516640605 1.9828216782114341 0.6357882659792421 0.20666646750051715 0.072790692160444204 2.7617193914371003 0.019046213079272536
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 -3 -2 -5 -4 9 -1 12 -11 -10 -12
right_child=1 3 7 6 -6 -7 -8 -9 10 11 13 -13 -14 -15
leaf_value=0.082834333442853778 0.077719229586578439 -0.0017782336649380559 -0.0059414417289831148 0.10892519841307019 -0.028404234015573633 0.018436988949053195 0.018818093374636819 0.051241468534357897 0.19986448958319694 0.090724859613590378 -0.026992370774589488 -0.046439427307324123 -0.076072927926225345 -0.092862367417287539
leaf_weight=8.0083765900926682 50.902376690530218 3168.3696116319479 590.59849022940034 19.268622389994562 310.67870664336806 499.63078134154784 166.67877927398513 42.400013866070367 1.3748412206768983 2.8966272622346905 13.54638356505893 19.870715624827426 1.0483241367619482 31.282318097742973
leaf_count=101 838 46309 7822 145 12435 7554 2811 1049 9 16 333 566 52 513
internal_value=0 0.000537923 0.0099967 -0.00251659 -0.00415593 0.0239182 0.0281554 -0.00211117 -0.0393731 0.000109826 -0.0650888 -0.0289884 0.0804868 -0.0729577
internal_weight=0 4848.53 1183.53 3665 3479.05 550.533 185.947 632.999 78.0276 30.7757 47.2519 22.7673 2.42317 44.8287
internal_count=80553 78963 17263 61700 58744 8392 2956 8871 1590 683 907 582 61 846
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=15
num_cat=0
split_feature=11 9 37 33 89 89 104 11 91 84 83 75 0 52
split_gain=9.71521 13.319 12.9955 32.1731 29.2214 33.3372 22.0594 19.5657 16.9762 12.5479 11.9015 9.81097 8.9475 13.6017
threshold=1.2186228444956784 1.7573252474224672 26.497655594019594 8.1259059512879777 2.4074598910250695 1.6644159591820644 14.348043572308905 5.0732893917802349 -0.32398133275708524 0.11265606115353172 0.28697049274396919 2.0789348249385426 3.244712397463561 0.049712803731727269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 6 5 -2 -4 -6 -5 10 -3 -11 13 -1
right_child=2 9 3 8 7 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.048145642491822079 -0.010229134582394377 -0.024683267345918001 0.070298156742231541 -0.028135832849871568 0.030647359642922652 -0.066699898619721518 0.0053228012446139188 -0.15478445384801098 0.0011266084282318561 0.035945280110950925 0.21978941791261494 -0.046462633338197293 0.086140712385524731 0.049521922389308047
leaf_weight=18.967401085654274 462.42171630647499 3.6376331476494652 111.03686067185481 210.25515531841666 162.58849862031639 135.0768952711951 98.694065265241079 5.8965653069317332 3472.8849630675395 20.289104379015043 4.3999709598720074 50.171718655445147 35.319477659650147 57.443121638614684
leaf_count=545 10182 140 4492 2264 1131 1043 1387 38 56836 337 34 401 199 1524
internal_value=0 0.0223384 -0.000717276 0.00162551 -0.0126237 -0.0229955 0.0397224 0.0241577 -0.000543863 -0.00922992 0.109147 -0.0227334 0.0445175 0.0252779
internal_weight=0 190.228 4658.85 3892.87 765.984 597.499 209.731 168.485 3683.14 78.4984 8.0376 70.4608 111.73 76.4105
internal_count=80553 3180 77373 64979 12394 11225 5879 1169 59100 912 174 738 2268 2069
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=12
num_cat=0
split_feature=13 86 13 79 105 75 101 65 62 48 78
split_gain=9.02493 9.84022 21.906 28.4574 24.9804 17.634 17.8729 12.7552 4.88387 4.41018 2.4764
threshold=0.21831050137833535 285.34803817323797 0.47929177101704645 1.0128190855971158 20.108696576034514 1.3802086593304546 0.81964325067478749 0.020726579806307065 0.0082131226595847998 0.064511875898452101 1.0177311558196729
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 -1 -10 -11
right_child=1 5 4 -5 -6 6 -8 -9 9 10 -12
leaf_value=0.23598269689294421 0.068988225645708168 0.10936643990806555 0.0096758796734638733 -0.0063029461631598661 -0.0071996619668095539 0.020886761665010758 0.0014730534214596684 -0.078785447863862823 0.15211895944441528 -0.073989740130915013 -0.027159163322811503
leaf_weight=0.61632106266915698 50.697219496127218 4.005145212635397 2737.8841481478885 5123.1797440429218 1290.6802985531976 671.03678347286768 1616.7989875187632 35.887815305264667 1.0822849115356792 24.199263830218115 21.170085755526088
leaf_count=8 420 25 21661 33614 6972 4832 10288 515 12 1178 1028
internal_value=0 0.000209309 -0.00125995 -0.00556519 0.00426926 0.00601789 0.00716722 -0.0598955 -0.0436684 -0.0473788 -0.0521378
internal_weight=0 11530.2 9202.44 5173.88 4028.56 2327.73 2287.84 39.893 47.068 46.4516 45.3693
internal_count=80553 78327 62667 34034 28633 15660 15120 540 2226 2218 2206
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=15
num_cat=0
split_feature=93 7 55 93 51 79 41 7 79 48 64 33 78 97
split_gain=14.086 19.7622 21.0884 17.2779 30.0387 31.2126 24.2582 36.4317 23.7004 19.8441 12.4817 11.8017 13.5989 10.5642
threshold=1.0195999214003193 1.3149979124199189 0.070972662411014367 0.42603679231533192 0.0012685305013700381 1.0168952971256089 1.3016687716762017 2.3269921253201038 1.017991107245009 0.1118156414714284 0.011031476576959454 32.590667046932168 1.0245090237701462 12.757634993682117
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 -5 -6 -8 -4 13 -13 -3
right_child=1 11 10 6 8 -7 9 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0067805041509709984 -0.079837834607201133 -0.071877783509681395 0.20287741154865524 0.0001948086530191401 -0.060238048101277836 -0.012038776409135239 0.066332535480136776 0.025426917133503216 0.0052679253963711647 -0.068412400330655862 0.023168129739234003 -0.12177030117283019 -0.46914015563994149 0.031905522220112802
leaf_weight=1967.5467031572189 9.5584935871593206 44.188359754403791 7.4020513281575395 1831.9536595056707 161.40612466766652 1596.3184561040835 12.982207928158457 832.17018161417218 83.964700150641875 69.128924666976673 8.0876859158743155 9.4738380663620756 1.279158282035495 12.606087711523285
leaf_count=13016 390 2228 198 31629 6534 11003 578 5342 4036 4617 611 209 9 153
internal_value=0 -0.0388975 0.0369669 0.000379994 -0.00397907 -0.00164899 0.00642635 0.00807635 -0.0378222 -0.0471085 0.109045 -0.0670298 -0.163093 -0.0488421
internal_weight=0 92.5957 25.0482 6555.47 3809.24 3563.87 2746.23 2664.12 245.371 82.1111 15.4897 67.5474 10.753 56.7944
internal_count=80553 3798 1199 76755 34589 24019 42166 36971 10570 5195 809 2599 218 2381
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=15
num_cat=0
split_feature=13 51 21 100 69 65 71 93 77 73 32 103 1 0
split_gain=11.8201 20.1 15.6644 17.0557 15.7752 15.6401 31.501 22.2781 19.5347 19.4109 29.4937 18.3515 14.5363 19.5997
threshold=0.3993158870616485 0.0030272042907513921 11.745965620243203 1.274154301520501 0.095602309981770758 0.16616042396375694 13.948598819038311 0.29354985339512579 315.27777777777783 2.2155901878086763 8.620363534121962 1.8824086848502748 3.0536877932788244 5.4219546514866215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 8 -8 -2 10 -7 -11 13 -3
right_child=5 12 3 -5 -6 9 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.12392058109454696 0.035352432493173686 0.019066645876469713 0.011116945907782394 0.05429550479420954 -0.0016814925387347648 0.05819663130062646 0.00068965525225685241 -0.035546688438494387 -0.0031299288305618755 0.01711363649493567 -0.0050356367729417831 -0.015123728701536067 -0.040782734037930181 -0.27134564576264003
leaf_weight=16.240354093722999 144.49975892982911 86.702307499384915 1081.2860932158947 99.936328923708061 30.169691178016365 158.16916147596203 248.07131101979758 536.79313289989659 1514.2729620144237 303.20433494949248 138.23291267485183 422.84928175903042 134.70050395459111 2.3879088292160295
leaf_count=152 2434 2603 21017 3151 643 1643 4955 13434 17486 2897 2197 5672 2218 51
internal_value=0 0.00750654 0.012531 0.01477 -0.0444568 -0.00324244 -0.00758758 -0.0240935 0.000222364 0.00714231 0.028707 -0.00166121 -0.0200557 0.0112826
internal_weight=0 1451.42 1227.63 1181.22 46.41 3466.09 2443.64 784.864 1658.77 1022.46 296.402 726.054 223.791 89.0902
internal_count=80553 29835 24963 24168 795 50718 38309 18389 19920 12409 3840 8569 4872 2654
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=15
num_cat=0
split_feature=95 35 37 87 19 30 56 105 33 7 90 60 39 80
split_gain=9.23044 13.5155 14.2002 13.8611 33.823 13.5976 12.4837 11.4382 9.64645 10.9137 17.8609 10.6556 9.3164 3.33393
threshold=0.0041898312941710423 1138.0348903664017 272.9861100715633 12786.996168300017 5.0909608856165649 18.920384908481456 0.004655599510578228 135.61595146756474 47.223414114063246 2.8060333611651322 -0.21261612468308361 0.0011254182884286102 16.946565358328442 9.7061850963583201
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 6 5 -5 -2 -3 -4 12 11 -11 -10 -1 -14
right_child=1 2 7 4 -6 -7 -8 -9 9 10 -12 -13 13 -15
leaf_value=0.072369343919746629 -0.0043607885446189992 0.031120737975005822 0.0079590100919021394 -0.085610765649439285 0.03644618163154021 0.0065860348864901601 0.40990903228504538 0.10519031945532956 0.22615951590256583 0.14374682545851808 -0.0069079195362778713 -0.043401048705029532 -0.078459837436706148 -0.22433189350814789
leaf_weight=4.1990235107950857 2254.7152742086328 1.5634365440346294 42.89952255343087 57.527126715984195 37.504359074984677 2284.3423422218766 1.9618280185386536 16.851562070427462 1.504066823166794 10.355034152045844 32.782643912127241 58.631259795860387 32.080281533882953 1.6472451328299929
leaf_count=165 44254 36 468 347 486 30375 9 126 54 99 481 2126 1519 8
internal_value=0 0.000983798 0.0468877 0.000357 -0.0374408 0.00114835 0.241918 0.0353811 -0.0249655 -0.00912587 0.0292562 -0.036659 -0.0680964 -0.0855842
internal_weight=0 4697.37 63.2763 4634.09 95.0315 4539.06 3.52526 59.7511 141.2 103.273 43.1377 60.1353 37.9266 33.7275
internal_count=80553 76101 639 75462 833 74629 45 594 4452 2760 580 2180 1692 1527
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=14
num_cat=0
split_feature=51 97 30 93 111 87 93 85 7 97 61 77 61
split_gain=8.62278 10.8945 9.07152 24.7067 24.3961 21.3719 26.3703 21.1468 19.3496 6.676 6.57517 3.85614 1.51969
threshold=5.809377640749304e-05 2.6054124837137684 7.0197299709370737 0.61209766777486674 2.2932412366888246 44.678300050851895 0.33368676797643065 0.20087013901949743 0.70944662375034173 8.480453123270193 0.05225104535872211 115.50000000000001 0.035338088694580237
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 7 -5 6 -4 -2 -7 11 12 -3 -1
right_child=2 9 5 4 -6 8 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.051566355777004719 -0.0028725453310474601 -0.0750563457551644 -0.018343469359128551 0.017109447963943421 -0.06721059914243202 -0.037862202457485117 0.024087304564422197 -0.034071929841799402 0.00039785522914923894 0.043177559304600308 0.15985835889916289 -0.02137359782597735 -0.080489839220162784
leaf_weight=1.5340500269085162 464.41929036471993 40.686814012005925 182.24176935816649 448.94557740481105 37.152649905532598 134.14104855095502 746.23754381458275 408.19001535116695 9062.4951933045231 7.4054813459515563 4.3577099367976189 19.937865029089153 2.0175217688083649
leaf_count=23 4107 885 2200 5203 279 1998 6823 7248 51105 30 15 617 20
internal_value=0 -0.0335381 0.00027002 -0.00740242 0.0106648 0.0012996 0.015759 -0.017467 -0.000160201 -0.0464529 0.0775458 -0.0574015 -0.0234501
internal_weight=0 75.9394 11483.8 1358.71 486.098 10125.1 928.479 872.609 9196.64 68.0302 7.90928 60.6247 3.55157
internal_count=80553 1590 78963 16837 5482 62126 9023 11355 53103 1532 58 1502 43
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=15
num_cat=0
split_feature=65 70 75 79 6 75 53 79 6 51 51 104 30 64
split_gain=14.0618 26.7052 23.7328 21.1947 21.795 15.0655 36.1392 30.6975 12.914 9.22447 7.22772 6.11076 4.01776 3.46477
threshold=0.009878189731652191 12.96546587642225 0.54160249383689563 1.0182187744534954 0.52332734907385448 3.4740854708169815 0.0042584986193068873 1.0232083669059382 0.21668980050157585 0.0011846786369421258 0.00037700372978363283 5.2354187285502762 3.4083126149313672 0.0055366183876941772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 4 -2 6 -3 -7 9 -1 -10 -4 -13 -5
right_child=1 5 11 13 -6 7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=0.12098904069648593 0.036784262718010385 0.030312689615016836 0.20809552432703385 0.0081788171047809145 -0.031111361292608844 -0.0064892760528324923 0.00075475268583674951 0.024666751148034662 -0.29650624336230524 -0.079012723679304758 -0.054916281791589708 -0.0073692174183067512 0.073712896896112948 -0.073178902003992061
leaf_weight=7.8135896883904916 65.311695578377112 514.31653171399375 3.1325654872925943 5.5618712057330404 171.24538682925777 3224.3520277800653 2113.3056202565749 350.63082644260066 1.3046939335763479 3.2716640099679353 24.352958221221343 6.8420234164223066 57.222456206684001 88.939095379555511
leaf_count=17 2392 3165 18 515 13341 26402 19002 2406 9 1085 440 30 309 11422
internal_value=0 -0.000685321 0.0363875 -0.0283582 -0.0123659 0.000791692 0.00654026 -0.00343352 -0.0282332 0.0619612 -0.0672012 0.0717217 0.0650534 -0.0683906
internal_weight=0 6533.66 103.94 331.058 236.557 6202.61 2627.62 3574.98 36.7429 11.0853 25.6577 67.197 64.0645 94.501
internal_count=80553 78645 1908 27670 15733 50975 22167 28808 1551 1102 449 357 339 11937
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=14
num_cat=0
split_feature=95 18 62 19 52 55 47 13 73 48 24 78 4
split_gain=11.8052 12.1228 23.0916 17.3205 17.1385 14.9686 17.8287 11.4229 1.94197 1.47812 0.579901 0.156053 0.00443665
threshold=0.16876394896751637 0.021060143855859928 0.0065033402973543415 0.041286767316879795 0.090773334452793356 0.1002546932900021 0.012292457148973819 0.62704911754090908 11.146044364102847 0.068484679403337592 1.5065513372684498 1.0224836464740987 2.2641100761495578
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 -1 -7 11 -10 -11 12 -2
right_child=8 2 3 -5 -6 7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.076681158628440202 -0.080082668226810705 -0.047807684590956419 0.033039563190912606 -0.0003967245312822235 -0.49036419147160171 0.090610346737772615 0.51281997457163075 -0.042797030767913323 0.14457396967630898 0.097603776902738471 -0.07685622567581181 -0.099176666998322005 -0.076471312692573637
leaf_weight=0.78204959421418907 8.7351715567056143 81.930907627189299 160.31107590952888 4612.4102737282083 0.88450169935822387 18.078671164345 1.4914679480716584 9.9511121260002238 0.65059435367584129 0.23727267980575539 0.96714629983762279 5.0146765855606636 5.5717000981385345
leaf_count=59 234 1913 2035 75039 13 265 16 264 2 1 78 28 606
internal_value=0 0.000211472 -0.00018204 0.000726368 -0.0525344 0.0632645 0.310042 0.0432482 -0.0746138 0.0231192 -0.0424873 -0.0839969 -0.0786763
internal_weight=0 4885.84 4855.54 4772.72 82.8154 30.3033 2.27352 28.0298 21.1766 1.85501 1.20442 19.3215 14.3069
internal_count=80553 79604 79000 77074 1926 604 75 529 949 81 79 868 840
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=13
num_cat=0
split_feature=73 91 108 62 109 65 75 93 96 13 61 59
split_gain=9.3918 13.9058 11.6414 11.301 10.1541 8.85882 24.0373 22.9982 7.50365 5.67444 2.76011 0.0443484
threshold=40.07017907356137 -0.88967839464036891 11.023194913897445 2.6966289137721238 5.3850005960473828 0.57831043202661714 15.191482103905033 0.26827271129068875 5.5273693948352589 0.60450958394303866 0.070007242022397026 0.0051599403441587822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 -3 -7 10 -2 -4 -5
right_child=2 5 8 11 -6 7 -8 -9 -10 -11 -12 -13
leaf_value=-0.051794347608286662 0.061879235144328429 0.0012559764574497014 0.1641229218143484 0.10447451673625921 -0.24301953827502151 -0.064260332726902111 0.049290121444203597 -0.0038496886881585306 -0.10886585894251033 -0.12119439228851488 0.082379602224285198 0.077555955408062274
leaf_weight=5.7264360440894944 2.8257968453690436 3383.6354934150877 8.2709257602691704 1.0033091306686395 5.3910822747275233 66.412979021493811 107.48967836471274 1232.9185072804103 1.5202225819230069 4.2235929854214191 8.2518432957585883 1.5693646487779913
leaf_count=65 23 68848 14 2 36 713 841 9678 14 25 239 55
internal_value=0 -0.000176166 0.0611626 -0.100817 -0.144523 0.000111445 0.00273492 -0.00693747 0.103737 -0.0478081 0.123298 0.0880538
internal_weight=0 4804.15 25.0924 13.6902 11.1175 4790.46 3491.13 1299.33 18.043 7.04939 16.5228 2.57267
internal_count=80553 80238 315 158 101 80080 69689 10391 267 48 253 57
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=13
num_cat=0
split_feature=73 91 79 43 91 41 64 75 95 13 69 104
split_gain=8.67379 18.7737 17.3261 20.2549 12.2313 9.21547 27.6377 13.8951 8.21444 8.10474 4.90052 2.92292
threshold=11.146044364102847 -0.88967839464036891 1.0233419648493893 0.35074802039774949 0.93875025550639279 3.1779614648869665 2.0354923946765093 8.3567333584971308 0.0081187869185629074 0.44586563352756747 0.10608348202009572 18.678909166015046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 10 -5 6 -3 -7 -1 -4 -2 -11
right_child=2 5 9 4 -6 7 -8 -9 -10 11 -12 -13
leaf_value=0.28390026379296862 0.00020863281518216132 0.00038261855629930381 0.15143576142653789 -0.022131212590140517 0.089421686292991936 -0.047092339601677052 0.07153252878136665 -0.0017840240619653312 0.068024202810178624 -0.072846856479740471 -0.10540939912828501 0.075755490782166951
leaf_weight=3.1253909231163552 4.9928595060482612 11013.425720757397 7.7239593574777228 82.427352600498125 11.159780188580042 101.57554020383395 54.867060244549066 202.88004995461961 4.0426327213644981 3.0500242374837399 36.567897683242336 2.338457353413105
leaf_count=20 55 74623 37 943 208 801 300 3200 33 32 287 14
internal_value=0 0.000365174 -0.0239794 -0.0346276 -0.00882911 0.000263204 0.000735319 -0.0169002 0.16215 0.0857697 -0.0927211 -0.0083574
internal_weight=0 11379.9 148.26 135.148 93.5871 11372.7 11068.3 304.456 7.16802 13.1124 41.5608 5.38848
internal_count=80553 78977 1576 1493 1151 78924 74923 4001 53 83 342 46
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=13
num_cat=0
split_feature=91 104 28 99 97 103 55 101 79 76 51 47
split_gain=13.6004 13.4607 21.9309 15.5034 15.3831 15.1307 38.0319 34.6673 5.16731 5.34579 4.75746 2.93213
threshold=0.61410246832855908 62.163977877581168 664.06590043547169 1.2049216310835307 2.2180616538038156 0.64079847925286426 0.16064052875264684 0.60169637078508709 1.0246775813918692 175.50000000000003 0.00020589102099977344 0.014622881324850305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 -1 -7 9 11 -11 -2
right_child=8 2 4 -5 -6 7 -8 -9 -10 10 -12 -13
leaf_value=-0.023377472280774202 0.079507402720061987 -0.094643029280503513 -0.12277615709488805 -0.019276875677213697 0.020911821506777402 0.023086125899699005 0.026011477781839348 -0.00015209067964457921 0.09776990446698175 -0.26662226086153468 -0.08202383098786975 -0.080544164836182791
leaf_weight=641.93506510174848 3.1299409652128842 52.778734198785969 8.1115398725378309 56.5273767400613 91.467283380101435 741.42343382540275 205.93257173764869 4785.8849069342759 1.8489216482266773 1.481353457551452 24.26120807731786 1.8045530942908952
leaf_count=16882 37 733 694 1086 1362 8270 6663 43286 14 23 1470 33
internal_value=0 0.000238535 -0.0247407 -0.0556676 0.00920722 0.00105699 -0.0113817 0.00296504 -0.0645848 -0.07437 -0.0926465 0.0209763
internal_weight=0 6584.06 208.885 109.306 99.5788 6375.18 847.868 5527.31 32.526 30.6771 25.7426 4.93449
internal_count=80553 78976 3875 1819 2056 75101 23545 51556 1577 1563 1493 70
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=15
num_cat=0
split_feature=1 67 51 77 10 51 41 97 77 73 32 78 50 3
split_gain=11.7062 13.5923 35.8355 35.6897 24.2398 21.757 18.317 10.4806 3.73046 2.80437 2.28315 1.09678 0.403641 0.352668
threshold=28.181028257257662 0.019766478316009046 0.0013780654865391082 636.72222222222229 1.4515582812207195 0.0030272042907513921 0.15733701768971245 6.7431690600916641 1885.8333333333335 6.2996851511133825 8.5535750863141473 1.0110384573879714 0.00051451989126872664 163.81898629137314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 -4 -6 -1 9 11 -11 -2 13 -10
right_child=8 2 5 -5 6 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.058911398398885255 0.043015999730400413 -0.032306607782639045 0.012674721625862105 0.026380062577971271 -0.043185411161872023 -0.0055589932698266748 0.0071490301862034067 -0.020225378840751537 0.084184957232230018 -0.077927905305886835 0.12393765546964536 -0.07743363063185621 0.09630319499769277 -0.075434776251818908
leaf_weight=120.74899258103687 0.77580494155700108 621.64625467889709 1146.3307234458916 124.35405557515332 76.834637638152344 1524.9765994665213 1224.3164283043006 19.427813005051576 0.25427629798650686 0.95893662748858277 1.3477458500419741 29.584105123154586 1.5706211850047109 0.30378961015958339
leaf_count=1497 174 7138 13843 1346 4269 19962 25952 1162 2 36 27 5065 11 69
internal_value=0 0.000289046 -0.00314596 -0.0225239 0.00843326 0.00226559 0.00417672 0.0479434 -0.057921 -0.0662795 0.0400179 -0.0743557 0.0703465 -0.00270588
internal_weight=0 4858.64 3417.31 746 1441.33 2671.31 1301.15 140.177 34.7953 32.6666 2.30668 30.3599 2.12869 0.558066
internal_count=80553 75169 42289 8484 32880 33805 30221 2659 5384 5302 63 5239 82 71
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=15
num_cat=0
split_feature=90 46 51 55 110 46 21 83 4 1 20 92 40 107
split_gain=8.73501 13.8148 9.14905 22.4612 40.7937 21.1731 22.626 16.7877 16.3391 9.08429 8.96364 8.26171 7.01218 5.85408
threshold=1.7332546154167781 0.027139943247915268 0.0025034155672572934 0.23888195788030822 16.303097312595732 0.036311356056166776 53.487992693053307 2.2516434933587681 1.1782918829054048 1.5620715395298321 9.815638045027903 0.70199623013427104 0.20574374413113589 4.4410445802912157
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 7 -5 8 -7 -1 -4 -2 13 -12 -11 -3
right_child=1 10 5 4 -6 6 -8 -9 -10 12 11 -13 -14 -15
leaf_value=0.0018113858921607467 0.67724995478523486 -0.010389074640989182 -0.0048683894168172976 -0.057356241628834972 0.019949405858700461 -0.0074500849648519224 0.022694202679695123 -0.033018932462383563 0.025916358871390571 -0.074973167856996842 0.041695658524056295 -0.053164848928934132 0.10332030874733622 -0.20206674697324487
leaf_weight=1634.2559422978375 0.26298186741769569 3.1559979999437919 245.50474175752606 197.47689274745062 104.32044754957315 1531.9539435444167 297.32517410075525 151.18217421136796 579.05029683036264 2.435164780123162 37.952831205446273 12.110959313577039 23.428288095630705 3.2180709503591061
leaf_count=53587 2 20 3685 1387 1167 12288 3277 937 3596 55 230 86 210 26
internal_value=0 0.0323589 -0.000449471 -0.00540284 -0.0306345 0.00344635 -0.00255053 -0.00113788 0.0167504 0.0924791 0.00452778 0.0187479 0.0865331 -0.107161
internal_weight=0 82.5643 4741.07 2087.24 301.797 2653.83 1829.28 1785.44 824.555 26.1264 56.4379 50.0638 25.8635 6.37407
internal_count=80553 629 79924 57078 2554 22846 15565 54524 7281 267 362 316 265 46
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=15
num_cat=0
split_feature=92 73 105 63 35 10 10 41 41 111 78 105 59 93
split_gain=8.62061 10.4168 14.4877 15.8141 9.95443 31.5594 9.67675 17.2449 16.5487 25.9994 15.9551 13.8713 10.9702 8.73044
threshold=0.16868637048873464 1.2110178073352065 27.544085536185722 0.016502252697131372 30.293449495087525 6.9014524068642329 2.299587711869528 2.2001868676766629 0.62707726592259261 1.4847414872583864 1.0172853133394162 31.507947190571777 0.10285073756768233 0.29591896436559173
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 8 10 12 -10 -8 -9 -2 -4
right_child=6 4 13 -5 -6 -7 7 11 9 -11 -12 -13 -14 -15
leaf_value=-0.0025169842767898106 -0.0046708766749525019 -0.057551921017364276 -0.043316509267984325 0.046860677232144793 -0.020956603240363879 0.26125670832020925 0.00043213181332878376 -0.065781826072086769 0.12772265513497055 0.0055011490124888124 0.011548234013665202 -0.0089257000236616403 -0.032163159470744593 0.089983145197693529
leaf_weight=201.10385490767658 3508.0366784419166 7.9085972318425757 74.701489165425301 95.738828773610294 496.8431337189395 5.112169535830617 3220.9508302927716 57.215957379899919 17.631518869660795 1353.3610381187173 2155.1594745218172 171.62165599194122 151.40606643760111 5.2592706554569295
leaf_count=1432 27569 107 866 523 3001 64 19535 341 294 9891 14451 1472 958 49
internal_value=0 -0.00937675 0.00323152 0.0134085 -0.0186946 0.0676176 0.000886308 0.00374393 -0.00229768 0.00707297 0.00488832 -0.0231414 -0.00580834 -0.034549
internal_weight=0 886.667 376.803 296.843 509.864 13.0208 10635.4 5604.95 5030.44 1370.99 5376.11 228.838 3659.44 79.9608
internal_count=80553 6042 2870 1955 3172 171 74511 35799 38712 10185 33986 1813 28527 915
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=15
num_cat=0
split_feature=65 45 46 13 4 87 75 91 13 76 67 9 48 66
split_gain=13.1982 25.4207 29.5882 27.5162 23.3099 22.5594 20.4302 18.8732 8.47682 6.98055 5.59572 6.35079 2.50314 1.96085
threshold=0.009878189731652191 16.529097274671408 0.013535258576502174 0.50339268836576812 0.64921000582648591 64.000938241764473 0.57654510261598035 -0.34752967311181765 0.67531607853404119 207.50000000000003 0.014322505360282721 7.0760494247566328 0.1309651571501583 0.012814989804930484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 13 -4 7 -6 8 -3 9 -1 11 -8 -10 -2
right_child=1 4 3 -5 5 -7 10 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.38963041428310607 -0.084094119362146641 0.066598823984506894 0.017352266793382639 -0.064314430940997827 0.029322280580442291 0.0001732321934529159 -0.071149028347770871 -0.064562038327966087 0.11168096957572843 0.018427497315407243 0.15389186935162896 0.072431840672403214 -0.093103852866602776 -0.055558918364369395
leaf_weight=0.42497790604830044 62.068789270178968 12.590287776023613 140.38981276095365 58.427446144400164 278.17173181495309 5832.512011935909 3.3020114935934535 85.28659826121293 0.62721176689956237 30.963277961694985 7.8145425585098556 45.941562294960022 12.343540203772134 39.347602094585454
leaf_count=4 4264 242 12269 7229 4714 42759 43 2647 18 912 26 235 670 4521
internal_value=0 -0.000649605 -0.0290686 -0.00664754 0.000724682 0.00150016 0.035705 -0.0476903 -0.0151985 0.0129026 0.0752792 0.0628041 -0.0832013 -0.073023
internal_weight=0 6508.79 300.234 198.817 6208.56 6110.68 101.417 97.8769 44.359 31.3883 57.0581 49.2436 12.9708 101.416
internal_count=80553 78645 28283 19498 50362 47473 1908 2889 1604 916 304 278 688 8785
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=14
num_cat=0
split_feature=69 51 13 11 13 81 11 95 48 95 12 6 80
split_gain=11.0243 14.4585 16.9271 17.66 12.4326 21.7346 15.7274 7.68224 5.65056 3.19273 0.688797 0.456265 0.0129111
threshold=0.79724506017261787 0.018808393369973215 0.77635396061952389 1.4055530036165151 0.48096938126177119 0.56292469138808132 1.4352254201263153 0.034466515569431692 0.25334576977965267 0.035538125747524504 0.39503364981885047 0.080621553009476418 0.040723642117060539
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 9 10 -2 -10 -13
right_child=8 2 7 -5 6 -7 -8 -9 11 -11 -12 12 -14
leaf_value=0.0011863966625412282 0.02322167275126772 -0.045455349022243914 0.23689506723671269 0.075545251922773032 -0.03832050964682493 0.034901885384228379 -0.004151280268698993 -0.026526787085504801 0.017928698724481943 0.11555523945442166 -0.086364710097515118 -0.086550106156057807 -0.075917314213692175
leaf_weight=2507.6543603900645 0.9430578682222398 14.28053127840394 1.1374498899094749 77.639394936559256 145.23840827285312 206.9838927175806 1857.495224165119 41.483338446705602 0.5226945430040385 2.6581992390565574 1.4638714057218747 1.1930065806955124 26.711860986019019
leaf_count=41272 19 495 10 838 1914 4298 27708 854 3 28 26 12 3076
internal_value=0 0.000269544 0.0325938 0.0567468 -0.000652353 0.00375711 -0.00662924 -0.0194967 -0.0573001 0.0400072 -0.0434277 -0.074638 -0.0763719
internal_weight=0 4851.91 134.541 91.9199 4717.37 2714.64 2002.73 42.6208 33.4927 5.06513 2.40693 28.4276 27.9049
internal_count=80553 77389 2197 1333 75192 45570 29622 864 3164 73 45 3091 3088
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=15
num_cat=0
split_feature=11 1 79 77 77 41 14 101 9 84 1 108 95 67
split_gain=8.60277 12.8587 42.4626 28.355 27.5672 20.9692 46.175 18.1439 11.7432 10.8032 10.1285 9.21086 7.67111 12.2734
threshold=1.2186228444956784 5.7985244757714662 1.0217204609189672 1415.5555555555559 388.16666666666669 0.18874747947550871 0.056745110372095668 0.81283584211543103 1.7573252474224672 0.11265606115353172 9.4319859953284677 4.118117053547321 0.05940958297297514 0.021696575132130549
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 7 -7 -3 12 10 -10 -11 13 -1
right_child=1 5 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.32674295656424701 -0.055902581901243475 -0.034981170581381484 -0.075096673203609132 0.0056967034009125844 0.0019374031868643401 0.19713697432712668 0.0045752192090738469 0.044804947067637269 0.22886021105555235 0.052875829331621965 0.0015362395617950974 -0.038780202204515807 0.025959217038449139 0.068581254813298631
leaf_weight=1.9710743618197764 88.091866389033385 219.94674765400123 143.06616008433048 62.378663702635095 1275.7142197701032 12.508513969602062 2795.746943205304 32.745361810317263 3.5151466969400635 13.613763109548016 4.4302220430690795 56.336159674101509 77.245757338823751 28.021741044241935
leaf_count=64 2358 11441 2712 866 15288 90 43046 1572 27 222 147 516 1345 859
internal_value=0 -0.000823123 -0.00818316 -0.0505656 -0.00179864 0.00295013 0.00543293 -0.024642 0.02116 -0.00839082 0.102108 -0.020942 0.042625 0.0855472
internal_weight=0 4630.2 1569.25 205.445 1363.81 3060.95 2808.26 252.692 185.134 77.8953 7.94537 69.9499 107.239 29.9928
internal_count=80553 77373 21224 3578 17646 56149 43136 13013 3180 912 174 738 2268 923
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=15
num_cat=0
split_feature=83 59 59 41 72 30 31 23 21 77 89 11 67 59
split_gain=8.72789 9.11663 13.0302 25.7915 14.0197 12.3141 12.1947 9.45614 2.17452 8.48008 2.05141 1.27166 2.17942 0.109353
threshold=13.359316733472427 1.3266428835474089 0.039668349967966761 0.17417457425295366 13.965310355410189 24.429432470913408 75.135000970531351 67.638835107680123 21.140440168822963 438.72222222222229 19.83453507220489 2.1252589416528616 0.039225342608076148 0.0028125290644502314
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 9 -2 -11 12 -10 -13
right_child=8 5 3 -5 -6 6 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.0013660431606719882 0.31171142552637721 -0.0483548745718827 0.0869429041479753 -0.014338393947092708 -0.029860555640440267 -0.13864871311315272 0.012102382583411581 0.078666111450818005 0.018452037552217887 0.10929394804748041 -0.076778947713011025 -0.097178508213483117 -0.080880105255425827 -0.079181490774922605
leaf_weight=10285.432645371824 0.76318350061774509 6.6865353183820835 25.871054152958095 893.57287868607091 145.81510640331544 5.8097330043092361 70.256729153974447 47.464145929785445 3.8978120028041321 0.69935677130706597 3.8776174534577876 5.2044759616255751 5.0974788123276085 9.6109274465707113
leaf_count=68117 14 70 306 8242 1101 27 902 524 31 38 274 20 491 396
internal_value=0 0.000225451 -7.63716e-05 -0.0114886 0.000929536 0.0265346 0.000588457 0.0629815 -0.0545618 0.00311022 -0.0483472 -0.0674963 -0.0378378 -0.0855036
internal_weight=0 11480.9 11350.7 919.444 10431.2 130.217 76.0665 54.1507 29.1509 5.34016 4.57697 23.8107 8.99529 14.8154
internal_count=80553 79289 77766 8548 69218 1523 929 594 1264 326 312 938 522 416
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=15
num_cat=0
split_feature=12 51 99 111 77 79 79 79 97 16 95 9 95 86
split_gain=12.7117 19.8095 17.5215 25.0259 14.4979 18.6497 29.233 20.8625 16.6573 26.2743 17.9998 10.0115 11.8257 11.1986
threshold=0.23290490719724868 0.00026895197538460199 0.39845989476748461 5.3200234664603405 965.38888888888903 1.022493005810061 1.020551287556718 1.0229347938278852 3.9679651708179597 0.21435905380850487 0.008886836218130233 7.9782821116743392 0.0024702300911538942 136.82112872797379
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 -7 10 -10 -6 13 -13 -3
right_child=4 11 3 -5 8 7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.070922330336309 0.0023130719292348829 -0.020718541854003056 0.057643689848704244 -0.0070997062929314837 0.038278259026137226 0.059034461994491021 -0.028222054135873864 0.010506510812914569 -0.045794118281622262 0.032303286354061461 -0.070677367143049105 -0.26335847149096109 -0.005467055034546189 -0.071717699180042102
leaf_weight=29.631309285759926 4623.7121016933379 80.003972130527472 80.348297758959234 232.36154484405415 18.306347508652834 103.08780023886357 336.33186655513418 629.90636889012239 76.51482262686477 98.578586774208816 88.285786586968243 1.8075710379052896 108.98521742338198 93.232089618730242
leaf_count=191 51434 2231 600 1795 131 902 4403 5127 1301 971 8016 16 695 2740
internal_value=0 -0.0136269 0.00257156 0.00953559 0.00134705 0.00244278 0.000242539 0.0173314 -0.0207983 -0.00182483 -0.0519651 -0.0331509 -0.00967452 -0.0481652
internal_weight=0 626.37 342.341 312.71 5974.72 5693.04 4960.04 732.994 281.686 175.093 106.592 284.029 110.793 173.236
internal_count=80553 8268 2586 2395 72285 61866 55837 6029 10419 2272 8147 5682 711 4971
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=12
num_cat=0
split_feature=35 20 95 13 93 93 82 106 1 76 105
split_gain=10.8495 12.3836 13.6485 18.0035 11.2405 9.16886 9.3814 6.51327 1.78426 0.0225601 0.00776728
threshold=1201.6809844204743 79.197856297492436 0.021598048770047919 0.30539258291146265 0.49220790053209956 0.67387894037389173 1.3825690238864687 3.7842485914878732 3.184836186143738 1591.5000000000002 266.57957949261021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -3 -7 -2 10 -10
right_child=8 5 4 -5 -6 7 -8 -9 9 -11 -12
leaf_value=0.022744432399611492 0.077434525861591219 0.020478495857061307 0.0068707856629818369 -0.018487679615472982 -0.0041062016363104829 -0.068195877785506051 0.082064009008115807 0.022666155612236536 -0.076334622420925979 -0.096500979133391576 -0.086000387907444076
leaf_weight=123.85811776007176 0.77313057566061871 208.79986456218467 1907.9538338151178 730.29255188383104 1825.3542941611813 18.340371242549736 28.058835235227889 13.844545956657383 18.900881869420125 0.59634993469808151 0.86962587316520412
leaf_count=4084 25 5727 21102 18069 26882 484 659 696 2731 21 73
internal_value=0 0.000117601 -0.00110529 -0.0125087 0.00150373 0.0209691 0.0277741 -0.029111 -0.0716775 -0.0773378 -0.0767598
internal_weight=0 4856.5 4587.46 854.151 3733.31 269.044 236.859 32.1849 21.14 20.3669 19.7705
internal_count=80553 77703 70137 22153 47984 7566 6386 1180 2850 2825 2804
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=15
num_cat=0
split_feature=78 72 95 71 31 101 55 11 39 104 25 56 11 19
split_gain=8.70426 12.595 12.4601 10.9552 23.2803 10.1183 7.74107 9.31102 4.21868 8.74454 3.75951 2.73402 2.1728 0.15358
threshold=1.0246559242500135 -0.75172238585362161 0.03298049066671243 81.187242629603062 4955.5317404918096 2.8972355161500807 0.22308905785296948 2.909402195092349 32.792622341391812 13.734417695042906 15.087237010448609 0.017362813142432629 1.570651178994642 0.061726482902036021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 8 4 -3 -5 7 -4 10 -10 -2 -1 -8 -13
right_child=2 3 6 5 -6 -7 12 -9 9 -11 -12 13 -14 -15
leaf_value=-0.056155159237278388 0.030768600773212886 0.00036527709229175953 -0.079513730182058678 -0.036831642944288895 -0.076137268934609481 0.061501666454810172 0.11488914915947385 0.089179083986210439 0.18925545786104844 -0.066583676088428898 -0.078971645820081371 0.10770903944993182 0.029601401137602408 0.078065660242167489
leaf_weight=1.5627749934792543 3.3633139209123319 4597.014984139154 10.322394598624671 13.167224702425299 40.12458653235808 50.974783169687726 7.413680471479891 4.7903468952281392 1.9917397443205107 4.0578573311213404 43.466060605482198 1.9044819772243524 5.0027474146336317 21.237372178817168
leaf_count=33 86 76745 603 242 271 962 24 95 7 137 1061 4 33 250
internal_value=0 0.000645273 -0.032535 0.000271048 -0.00029669 0.0413156 0.0220227 -0.0260425 -0.060938 0.0176475 -0.07109 0.0718603 0.0805256 0.0805052
internal_weight=0 4725.99 80.4081 4701.28 4637.14 64.142 27.5292 15.1127 52.879 6.0496 46.8294 24.7046 12.4164 23.1419
internal_count=80553 78507 2046 78220 77016 1204 755 698 1291 144 1147 287 57 254
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=15
num_cat=0
split_feature=103 101 67 89 103 75 11 101 87 23 67 43 83 89
split_gain=8.58614 36.7295 31.1934 36.0976 29.6988 27.2104 24.8398 23.131 43.8865 42.6275 38.5208 27.0237 62.3429 28.5226
threshold=1.0860723884442234 0.85431730283186569 0.010669906151356537 0.44680828975678183 0.76493183136699117 1.4829401864231653 1.8024606967735177 0.81964325067478749 85.253591762979141 289.84439494253508 0.010131842879185888 0.05070335477493753 0.35053114934074919 1.2759088158374421
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 -7 8 9 -2 -10 13 -13 -9
right_child=7 5 4 -5 -6 6 -8 11 10 -11 -12 12 -14 -15
leaf_value=0.0051963889550190505 -0.012854378398502141 0.056674155635897644 -0.002206150279974554 -0.033954111648672368 0.018091695481274928 -0.079937296029207627 -0.014611246600466489 0.023444469133649618 0.011201689789910541 -0.18403376871716753 0.0622937640859932 -0.028695400562942883 0.002158863935507775 -0.01291214565343448
leaf_weight=413.91963246074738 89.893010539002717 26.424627567641437 2737.1411693801056 546.37778916186653 978.54330612625927 128.54533950798213 106.37471242435277 844.06943182367831 438.14289382472634 17.356230175122619 222.50689884275198 788.3377250181511 3868.1097947256785 289.89715500734746
leaf_count=3118 959 235 26929 3901 6569 857 588 5168 2529 113 1140 3921 23077 1449
internal_value=0 -0.00305189 -0.00101282 -0.017079 0.00313938 -0.0395349 -0.0503569 0.00246919 0.0187773 -0.0405565 0.0284095 0.000306476 -0.00306477 0.0141499
internal_weight=0 4937.33 4675.98 960.297 3715.68 261.345 234.92 6558.31 767.899 107.249 660.65 5790.41 4656.45 1133.97
internal_count=80553 42197 40517 7019 33498 1680 1445 38356 4741 1072 3669 33615 26998 6617
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=15
num_cat=0
split_feature=64 41 41 64 1 56 55 97 70 93 79 84 82 76
split_gain=12.4598 23.8276 27.4183 19.9264 16.2256 16.1406 15.9424 38.23 31.7784 13.5482 8.37618 0.75381 0.0279908 0.0243959
threshold=0.92843335552443806 3.1779614648869665 4.1203187915041406 0.86812365699654581 5.1090946622339262 0.0072074173896763778 0.32870189364550301 2.2180616538038156 21.447201361741097 0.38831438166845261 1.0226963708362879 0.17246587737346589 2.5934815400085554 150.50000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 -4 5 11 7 -1 -8 -3 -7 -2 13 -6
right_child=4 2 3 -5 12 10 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.057617062003921943 0.24471174261789735 0.21538268302466138 -0.085935920771845517 0.14014705748659906 -0.10468450886447528 -0.07541292451162801 -0.039571276679264383 -2.9165343644996102e-06 0.04500488732775354 -0.082671926522764297 0.2231110787111196 0.38142239032579472 -0.077942674276975002 -0.082819413279822771
leaf_weight=117.36833527263661 0.59128641273127769 13.725373793138713 10.562240564089736 6.1791669791127779 0.52725072205066936 3.9905684468194522 58.271727247771196 6154.2052353984545 186.97178887985137 1.7157110560074205 1.229501227091532 1.2687946297082815 19.910042370163865 15.860780841954691
leaf_count=14544 49 145 446 77 2 3035 4626 52911 2270 150 62 30 1763 443
internal_value=0 0.000320823 0.086155 -0.00248986 -0.0534508 0.0850287 -0.000103058 -0.00108113 0.0249089 0.182265 -0.00510052 0.337965 -0.0804621 -0.0835229
internal_weight=0 6549 32.1825 16.7414 43.3782 7.08015 6516.82 6271.57 245.244 15.4411 5.22007 1.86008 36.2981 16.388
internal_count=80553 75169 818 523 5384 3176 74351 67455 6896 295 3097 79 2208 445
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=15
num_cat=0
split_feature=78 79 91 49 49 93 72 67 6 24 22 0 75 84
split_gain=11.4266 11.5969 26.943 28.2128 23.7187 22.0634 19.052 13.5625 10.8119 8.37655 6.87291 5.51164 7.17473 6.77086
threshold=1.0131463197823118 1.0183058443438857 0.20811428664488618 0.75000945179117251 0.091525775391752814 0.66927917758154232 2.3336151845488122 0.020391230215908499 4.4622735713473203 11.394707286663401 127.90319770451582 16.356135630845703 3.9798910189577374 0.14102574105408375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 -2 6 -3 -7 11 -10 -11 12 -1 -13
right_child=1 5 3 -5 -6 7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.041670169119167572 -0.030167953289119694 0.002760873670723188 -0.025410893944416497 0.42426624387114109 0.0033591399830702538 0.028513593403229228 0.026843356130059694 -0.028238062076246698 0.078409076457302995 -0.1214232582478053 -0.01040876982253116 -0.020723844331810719 0.12021026770207102 0.20619872865656325
leaf_weight=72.706601031997707 235.42935696133645 1106.7704054005226 575.50263047644694 1.3986182394073683 2034.1945386322477 50.135054846788989 467.16065229409287 263.06604206027987 6.2788208599668023 8.8350894887116755 15.121549659699665 18.267341158192725 13.84618009108817 1.4168745855567966
leaf_count=1162 3676 17654 9601 275 33656 1777 5970 3733 42 106 1023 1437 397 44
internal_value=0 -0.000993536 -0.00502364 -0.0243207 -0.000118644 0.00508542 0.00990883 -0.0191537 0.0283564 -0.024404 -0.0513504 0.0433722 0.0542345 -0.0043899
internal_weight=0 4733.66 2846.53 576.901 2269.62 1887.13 1573.93 313.201 136.472 30.2355 23.9566 106.237 86.5528 19.6842
internal_count=80553 76342 47208 9876 37332 29134 23624 5510 4211 1171 1129 3040 1559 1481
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=14
num_cat=0
split_feature=13 48 12 83 72 70 9 16 40 5 82 1 14
split_gain=8.59553 9.0868 19.2797 17.2342 14.403 17.1332 12.6574 8.02069 6.2528 0.838334 0.582939 0.205019 0.0804804
threshold=0.20951226785523377 0.22647316718489593 0.35967889408678355 0.073570699222579652 12.937678670475846 7.1617062356721908 5.470751190826344 0.37141811172173728 0.60694050736630045 0.80140031135069434 0.36905163209551273 10.812039107590939 0.18709426233037613
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 6 -4 5 -2 -3 9 -6 -1 -9 -11 -12
right_child=1 2 3 -5 8 -7 -8 10 -10 11 12 -13 -14
leaf_value=0.060793567540803839 0.049697643035560297 0.01801780109956427 -0.062158635046067869 -0.0077192753176428238 0.063447583389954446 0.00087103417906579336 -0.0073484314327844531 0.12944705823490416 0.014845442706600445 0.037128637117576621 0.022196525387387318 -0.077006779751758042 0.078303648974809043
leaf_weight=0.52678942529019224 74.908658026717603 534.04551806586096 59.974654448684305 1913.5358778411755 56.571694990154356 1769.5104927789944 311.42546088004019 2.4421721696853664 49.748564418870956 0.16349383641500015 0.2592027285136308 4.2094975296640769 18.678626760840416
leaf_count=35 2219 5289 1980 13984 602 50933 3335 4 303 20 5 502 1342
internal_value=0 -0.000329841 -0.00396073 -0.00937368 0.00491709 0.00285406 0.00867426 0.0570182 0.040706 -0.058383 0.0834654 -0.0727396 0.0775357
internal_weight=0 4769.72 2818.98 1973.51 1950.74 1844.42 845.471 26.2798 106.32 4.89978 21.38 4.37299 18.9378
internal_count=80553 78645 24588 15964 54057 53152 8624 1908 905 557 1351 522 1347
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=15
num_cat=0
split_feature=85 11 13 75 60 57 39 73 32 97 60 16 103 60
split_gain=9.07412 19.8028 21.368 29.3523 23.5668 18.5439 15.5163 11.2006 18.0614 10.0733 9.9693 9.62292 16.5824 13.828
threshold=0.26345270283633898 1.995338723471533 0.57815412593036386 6.4170952910991028 0.020291134475286087 0.11949700809497539 9.0704418144730248 18.412103382795898 2.2365264945398384 3.75776168113876 0.0012429698076180569 2.1336618954658069 2.4323146774023612 0.28440965348793662
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 7 -7 10 -9 -8 -1 12 -3 -13
right_child=1 11 3 -5 -6 6 9 8 -10 -11 -12 13 -14 -15
leaf_value=-0.0098757615289086238 0.0030168920225718751 -0.025487593931205317 0.0088102155268680558 0.10543182458206959 -0.03797729041641873 -0.043770657147273698 0.039519166062503469 0.26061525980739275 -0.072203944854015184 0.11612171471392595 0.0017898300082268941 -0.083773409786502051 0.062453924892524104 -0.016023011880383221
leaf_weight=796.00740567035973 363.24808829405811 199.66657356393989 386.40284355380572 34.225666792248376 228.41759829885268 17.384684738848591 65.745160375663545 1.7147315107285965 33.215044489712454 23.233054738026112 9192.7803893308155 62.435669347876683 24.021338433027267 58.214031717856415
leaf_count=6313 6341 1977 2521 748 3228 152 545 14 313 107 57263 396 122 513
internal_value=0 -0.00760563 -0.00055916 0.0166721 -0.0128093 0.00110326 0.0426381 0.000662525 -0.0558656 0.0595208 0.000860198 -0.0283211 -0.0160438 -0.0510835
internal_weight=0 1356.63 1012.29 420.629 591.666 10130.1 106.363 10023.7 34.9298 88.9782 9988.79 344.338 223.688 120.65
internal_count=80553 15846 12838 3269 9569 64707 804 63903 327 652 63576 3008 2099 909
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=15
num_cat=0
split_feature=95 43 13 69 51 75 51 85 82 82 43 76 61 44
split_gain=12.5385 14.8584 13.002 31.8098 35.5547 29.79 26.182 49.2652 30.616 10.9224 16.2483 10.0967 3.4545 0.278012
threshold=0.066802449365149383 0.024052857795421562 0.36960320489362908 0.16033843049539079 0.0011288970712331973 5.143639242032175 0.00022241781325016413 0.064640729918710574 0.10115753380448811 0.40481554761453226 0.12186823614565094 376.50000000000006 0.0048634245656279359 52.852654521737698
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 6 5 -5 -4 7 -1 -8 13 -11 12 -2 -3
right_child=1 9 3 4 -6 -7 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0091386567505382637 0.21445776393117694 -0.080982747548431544 -0.0094240311499351956 0.027523453696778333 -0.0050794547301657514 0.012784231320267759 -0.082011899402318789 0.039217859872720147 -0.011487782599053274 0.085976574351898677 -0.066798615581362006 -0.076700332104316038 0.073939899180949883 -0.10501203255687726
leaf_weight=637.51304399507353 2.1410261782584739 42.970677206234541 1931.142032097232 926.88207946371404 523.36048653898251 878.89979896671139 64.859759488725103 314.67681959131733 1208.5973654016998 11.546977597834486 17.530229664671424 4.4932834391802308 9.5679674041748495 5.4224192319670683
leaf_count=4717 13 3533 21366 4723 18001 4148 571 2530 14671 538 4276 1307 97 62
internal_value=0 -0.0363559 0.000493543 0.00372969 0.0157578 -0.00247793 -0.00570101 0.00684206 -0.0150797 -0.0545697 -0.00612939 0.0507322 0.099634 -0.0836752
internal_weight=0 93.6726 6485.93 4260.28 1450.24 2810.04 2225.65 952.19 1273.46 77.4703 29.0772 16.2023 11.709 48.3931
internal_count=80553 9826 70727 48238 22724 25514 22489 7247 15242 8409 4814 1417 110 3595
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=15
num_cat=0
split_feature=8 60 69 95 49 21 46 64 60 69 66 45 49 26
split_gain=10.6929 11.2685 18.1137 14.3885 28.7834 24.1329 12.0313 11.4942 9.50861 7.60782 7.11267 1.23373 0.893442 2.39524e-05
threshold=1.00008051419667 0.18319327924316675 0.072580657487130551 0.033206330871528029 0.088729498820742964 23.037651108605122 0.0060814185414546328 0.0082866975592600593 0.3858120788923366 0.66098874871839397 1.1664470556121511 15.251413548065926 0.14029477374638552 11.218064735072941
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 7 4 -2 -5 -4 -3 9 10 -1 -10 -13 -11
right_child=1 2 6 5 -6 -7 -8 -9 11 13 -12 12 -14 -15
leaf_value=0.036254052749306459 -0.060106602459036512 0.583746024814908 -0.058889501973774017 -0.001356526882872222 -0.0056918932351268979 0.02608282856231536 0.020047067344650379 0.095551803528520204 0.072367481259459784 -0.075757958464974962 0.127261645403382 -0.18482128867319889 -0.079737380193098173 -0.075325319818686162
leaf_weight=85.150348668918014 102.3697268631804 0.89809140656143327 20.599973517179023 2016.7724260610703 1928.5553446328122 381.0906402755063 308.05628833139053 1.0416272742440922 0.46909400634467502 2.0228761001490048 9.5509596110787225 0.95482456684112538 5.3007585471350467 3.4830468900181586
leaf_count=1607 1934 17 644 24671 39850 4194 6352 29 3 96 78 2 600 476
internal_value=0 -0.000911845 0.0168976 -0.00224127 -0.00843469 0.00300439 0.0150994 0.321586 0.0310638 0.0387887 0.0454325 -0.0840477 -0.0957769 -0.0754843
internal_weight=0 4759.38 330.596 4428.79 2030.93 2397.86 328.656 1.93972 106.932 100.207 94.7013 6.72468 6.25558 5.50592
internal_count=80553 77691 7042 70649 41784 28865 6996 46 2862 2257 1685 605 602 572
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=14
num_cat=0
split_feature=80 102 95 95 45 105 45 65 41 73 38 31 61
split_gain=8.36632 16.737 22.39 19.6577 18.4674 13.8237 18.7874 16.9313 9.4151 19.7775 8.13284 6.92793 5.92499
threshold=0.05510313329440876 0.2647971874179203 0.090477723311914574 0.044294366367105216 4.7952115041013501 8.90659595060567 6.8054222200341945 0.07243400048866068 0.02683932961570511 0.068047271987857649 2.7204994789670733 4.4269336018371357 0.01302579946642058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 7 -7 -3 9 -1 -10 -12 -11
right_child=1 5 4 -5 -6 6 -8 -9 10 12 11 -13 -14
leaf_value=1.153148889646697 0.011437534257096309 -0.0093429674498465443 -0.14806989073810919 0.067301483479573238 0.10185994651949488 0.04490889745691367 -0.00085465272634501236 -0.082377364897337199 0.32890696972047218 0.012301665708846988 -0.076621413188268719 -0.012001276595539541 0.25619370614332021
leaf_weight=0.16237412113696237 188.82363971986342 110.99062701978255 12.659488289617004 94.521079138386995 3.8572492499370119 91.680345991975628 4168.3189208420226 44.455921438056976 0.5749339209869494 8.6511551390867663 38.528139976318926 29.138124775374308 1.1256851465441275
leaf_count=3 3312 6530 125 1189 23 1181 64637 376 25 303 2141 697 11
internal_value=0 0.00061399 0.0234758 0.0300732 -0.0897023 -0.000938602 0.000130234 -0.03023 -0.0323689 0.0585618 -0.0456128 -0.048795 0.0403829
internal_weight=0 4715.31 299.861 283.345 16.5167 4415.45 4260 155.447 78.1804 9.93921 68.2412 67.6663 9.77684
internal_count=80553 77373 4649 4501 148 72724 65818 6906 3180 317 2863 2838 314
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=15
num_cat=0
split_feature=93 62 71 85 22 97 78 30 90 41 60 55 111 96
split_gain=8.43194 16.2701 17.71 15.459 19.7407 27.6979 19.3924 17.5956 16.3005 14.6125 34.4928 22.8782 14.5099 13.602
threshold=0.24624057900613119 0.41719524829988214 19.554284282798911 0.04244980554553409 709.0302439746996 8.2702567110165859 1.012549470898741 58.902204719313588 -0.39966132428219697 0.23723853693252137 0.0076916441501207232 0.15418428252506169 19.771326392905124 3.0696630536575484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 6 8 -6 7 -2 -5 10 -1 -11 -4 -8
right_child=3 2 12 4 5 -7 13 -9 -10 11 -12 -13 -14 -15
leaf_value=0.017047512438078088 0.17415726353234284 -0.087388277259540709 0.13713161889354997 -0.015142004721144306 0.016387860419921723 -0.022732457736929095 0.18113088363522487 -0.039809450700302534 0.00085127538623399322 -0.025049018109036064 -0.075902728184092119 0.01141141188495773 0.010110446165846438 -0.050957705652428589
leaf_weight=357.26703449728666 8.1389366779476386 7.5041181510314336 20.455898564774543 695.51801159325987 1443.9734441107139 206.9192885234952 2.5804903497919431 7.2820906615816048 7610.1518483233667 704.60616281093098 44.945918542798609 227.71896558662411 16.048852042935323 117.85233206488192
leaf_count=2499 36 52 165 4948 9608 820 42 123 54850 4520 259 1368 359 904
internal_value=0 -0.00729787 0.0525267 0.00104 0.00149717 0.0114846 -0.0324652 0.0731183 -0.000488004 -0.0092707 0.00666064 -0.0161436 0.0812884 -0.0459848
internal_weight=0 1378.55 44.0089 10092.4 9956.56 1650.89 135.854 15.421 8305.67 1334.54 402.213 932.325 36.5048 120.433
internal_count=80553 9222 576 71331 70226 10428 1105 159 59798 8646 2758 5888 524 946
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=15
num_cat=0
split_feature=104 91 69 47 13 43 33 16 16 47 6 77 58 101
split_gain=12.4885 12.0843 13.2677 18.602 14.5554 6.68693 7.18087 6.6684 4.99457 5.74436 2.78971 4.21832 1.82737 0.0108564
threshold=214.79687922682893 0.61410246832855908 0.4790434570655932 0.11706133848294582 0.81909047497155885 0.42344866371203987 42.452043428214772 1.5693584390869935 0.094875770225663528 0.026154083601183691 2.2703324593828023 160.83333333333334 0.21579156371944205 1.0562296995017926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 10 13 -8 -3 -10 11 -2 -12 -7
right_child=5 8 4 -5 -6 6 7 -9 9 -11 12 -13 -14 -15
leaf_value=0.0004573148330665269 0.082750797018293396 -0.41736511352520822 0.019321691574872773 -0.055190138392990987 0.12054450877811949 -0.095230425096160462 0.17378478795451646 -0.014080273611394887 -0.0017403557885282733 -0.093182731715568456 -0.14450242467239582 -0.082413776887988233 -0.079528672356957542 -0.079088897949516498
leaf_weight=6287.9651279827449 2.1284678559750345 0.39334851817693817 132.40385004994823 60.650932817770808 15.913195613125934 0.44841419172007402 3.2058805243577808 4.6011929672458791 11.040629233655638 18.185389690645934 7.9764283781842122 5.6540209330996731 9.4652201407589001 5.8862930571376637
leaf_count=66112 22 4 7146 3914 920 3 28 167 342 1167 49 120 86 473
internal_value=0 0.000325871 0.000616408 -7.43081e-05 0.0301821 -0.0561679 -0.00112404 0.0630642 -0.0634027 -0.0586388 -0.087028 -0.0372422 -0.109243 -0.0802315
internal_weight=0 6526.55 6496.93 6348.62 148.317 39.3659 14.1418 7.80707 29.6194 29.226 25.2241 7.78249 17.4416 6.33471
internal_count=80553 79605 78092 70026 8066 948 671 195 1513 1509 277 142 135 476
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=13
num_cat=0
split_feature=97 67 57 9 55 11 6 99 5 11 64 100
split_gain=10.4966 13.2307 23.5203 31.5511 23.5962 18.3086 21.8307 21.4045 8.51918 4.72451 11.4919 1.3754
threshold=7.7157023618866081 0.019766478316009046 0.0075109470952635735 4.47696538208913 0.076075312633564318 1.4776646476893691 0.93760597566664605 0.47371945974953794 0.11038996937329219 1.4642303203373357 0.026310199985936634 0.44235501694870721
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 7 -7 -1 -2 10 -10 -11
right_child=8 2 4 -5 -6 6 -8 -9 9 11 -12 -13
leaf_value=-0.24696090834005313 0.42282644902484984 -0.018343374374960548 0.01951779648573912 -0.12373978721342922 -0.0046289562677644322 -0.036180791171598212 0.0097866908979893918 0.073384540773404047 -0.042919232797319101 -0.026557634505259244 0.18999075360742371 -0.07678075984771357
leaf_weight=2.1625504135154179 0.38577280752360721 166.50232885230798 475.48230891057756 34.244587881374173 2718.1854132991284 112.66452293313341 1245.0910154977537 58.752511055790819 11.295462583075276 6.6599801740958346 2.6074668413493773 30.083204645256046
leaf_count=38 4 2011 6008 450 33480 2137 31315 681 719 312 140 3258
internal_value=0 0.000268614 -0.0031209 -0.0363225 -0.00103392 0.00837861 0.00597238 0.0620119 -0.045324 -0.0488899 0.000762573 -0.0676774
internal_weight=0 4813.09 3394.41 200.747 3193.67 1418.67 1357.76 60.9151 51.0319 50.6461 13.9029 36.7432
internal_count=80553 76120 41949 2461 39488 34171 33452 719 4433 4429 859 3570
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=15
num_cat=0
split_feature=78 24 93 95 51 91 71 77 48 79 43 13 51 5
split_gain=8.27413 20.411 30.008 18.8344 21.8019 12.5355 24.953 22.2771 12.0076 10.9858 10.8502 4.303 0.90655 0.161634
threshold=1.0156122601762347 3.1190275153513807 0.44264589707683549 0.10172009373335976 0.00122769386270265 -0.34752967311181765 7.3786236475961831 934.16666666666674 0.034786052775011934 1.0174993245016506 2.0664247718110369 0.6492238276784642 0.049867735278546051 43.365514619633664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 11 -8 13 -5 -10 -2 -4 -7
right_child=5 3 12 9 -6 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.65971255709315724 -0.11532895984817365 0.0022899991308053752 -0.076676708122743992 0.028235166806870621 -0.036080629742715351 -0.077999138393929246 -0.0024854258880563102 -0.1024957532563233 0.0053055294119537938 0.21870671093131211 -0.011872653549929585 -0.25732494055570176 0.076863067955811479 -0.14830801669087676
leaf_weight=1.1216079031582915 4.1091515328735095 291.24592073823442 0.95633662329055347 70.407597258221358 301.2421323977178 17.252739117597233 181.72705885733012 25.383551732636988 3472.2646611361997 3.1641812899615607 411.23898659204133 4.4401492453180254 0.643168855458498 0.33328995108604331
leaf_count=17 63 15320 54 820 7325 1139 1669 292 49725 26 4068 23 11 1
internal_value=0 -0.0101767 0.263144 -0.0112934 -0.017219 0.00181569 -0.0216537 -0.0147427 0.00311312 0.036427 0.00348647 -0.189076 -0.0149376 -0.0793316
internal_weight=0 668.781 2.72111 666.06 592.488 4116.75 215.66 207.111 3901.09 73.5718 3883.5 8.5493 1.59951 17.586
internal_count=80553 23573 82 23491 22645 56980 2047 1961 54933 846 53793 86 65 1140
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=13
num_cat=0
split_feature=9 57 49 11 65 65 71 23 53 111 28 14
split_gain=8.57762 9.87842 13.6047 12.6771 12.3142 20.3566 13.9692 8.91617 5.01331 3.08093 8.14544 2.76947
threshold=1.2337252673407588 0.3408319444524282 0.66738517198916403 2.6812900465252203 6.39756429375488 4.2632357628935775 36.260830502448158 2414.0013245730347 0.0058416747866106436 35.240445554033336 242.21923443010567 0.11381840601085101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 7 -4 5 -3 -6 -2 -1 11 -11 -10
right_child=1 4 3 -5 6 -7 -8 -9 9 10 -12 -13
leaf_value=0.082251339788639896 0.00068680904960209807 0.021573365587718427 -0.050251475466764818 0.037930384641623294 -0.085080538804236522 0.13982763053697214 0.13577642420913147 -0.019325421010305183 0.089120351280145144 0.53368808288009606 -0.076754346277015106 -0.065599531225802241
leaf_weight=2.8323199935257426 10979.702743572241 71.648111027141567 92.470070772193139 19.792218725429848 15.213925454067068 18.268707448383793 3.527937769657 227.23946080019232 1.1962310706730921 0.31986326724290737 0.69037342153023928 35.208100612391718
leaf_count=22 71551 557 1691 343 87 104 222 3136 25 2 93 2720
internal_value=0 0.000222106 -6.59561e-05 -0.0347047 0.0302301 0.0455995 -0.0435068 0.000281028 -0.0460246 -0.0557352 0.116525 -0.0605155
internal_weight=0 11427.9 11319.2 112.262 108.659 89.9168 18.7419 11206.9 40.2469 37.4146 1.01024 36.4043
internal_count=80553 77691 76721 2034 970 661 309 74687 2862 2840 95 2745
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=15
num_cat=0
split_feature=93 93 7 101 39 9 108 7 64 11 49 105 39 64
split_gain=12.2306 25.5861 58.1825 35.8908 29.8777 29.354 28.7519 19.8323 42.9252 37.9287 35.6028 56.4077 21.853 16.8189
threshold=0.36312129427053258 0.25713764182365972 2.183576938037858 0.82677840688662252 9.0106952319873717 5.7205508984908127 15.597721024412689 2.2540592966310933 0.13683681578662596 3.6597163580543959 0.19168154225784309 33.703940030956318 22.012635256284522 0.0058952626265479004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 6 -3 -1 8 9 -2 12 -12 -9 -6
right_child=7 2 3 -5 13 -7 -8 10 -10 -11 11 -13 -14 -15
leaf_value=-0.06376567269681252 -0.0012731344594820852 -0.029431314469745923 -0.08689717897545457 -0.0251539338865308 -0.055754671687924855 0.014613322589033124 0.016155154288930103 -0.0097035800886160692 -0.077235756011828721 0.07467019576444299 0.051828744857811651 -0.022383979522609981 0.033845125115830176 0.01300138147281521
leaf_weight=113.28406358550274 2268.9540124289342 198.94939107086611 112.47891077311942 577.64013765117306 36.707170110195875 631.97330127854366 74.693620746766101 560.20797134882741 72.436828954727389 67.7271071447758 409.46425667063886 136.58270433368125 145.06771926576039 1156.0576299450404
leaf_count=3426 36277 4103 988 5319 230 3857 755 3986 4083 449 4527 5493 977 6083
internal_value=0 -0.00480991 -0.0137564 -0.0352171 0.00504569 0.00406763 -0.0320088 0.00388269 -0.00142218 0.000928031 0.0140959 0.0332659 -0.000746074 0.0108854
internal_weight=0 2901.78 1521.04 690.119 1380.74 830.923 187.978 3660.44 2409.12 2336.68 1251.32 546.047 705.276 1192.76
internal_count=80553 24761 14267 6307 10494 7960 4181 55792 40809 36726 14983 10020 4963 6313
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=15
num_cat=0
split_feature=103 79 48 80 78 6 85 98 7 79 64 53 57 84
split_gain=10.9322 24.3203 22.3624 28.5832 25.4181 18.1237 31.2246 20.1513 19.9936 18.3537 16.4822 25.455 16.1136 12.3845
threshold=0.58418045653674866 1.0223642243303057 0.099286348830900317 0.30937991474309351 1.0147227179098628 1.3604219978464369 0.18046592780894632 0.28561220428053996 1.15404148244784 1.0243422412975665 0.013694643888762865 0.021759571792233531 0.0056011858597349116 0.18414287132860188
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -2 13 -10 11 -3 -8 -7
right_child=5 10 4 -5 -6 8 12 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.048508354255910463 0.086882153415359986 0.027550292528851647 0.07119992949305598 0.018573818643539217 0.003782279728207097 0.014784179213869549 0.046241637322725904 -0.05654399937655237 0.00064907505041481755 -0.043827593071900192 0.064293626440926219 -0.10064371061401729 -0.010520234146017769 0.10983888371384892
leaf_weight=176.88902604277246 10.288899428793227 143.01939972600667 59.162284794729203 99.105154525022954 1021.6059212778346 28.879341656109318 56.919274934800342 204.46096082078293 2397.8631796073387 96.515567361784633 107.34171208064072 17.370847706217319 412.16856580285821 26.089013585937209
leaf_count=1997 166 2504 600 2327 12299 312 464 6416 45234 2795 1307 241 3699 192
internal_value=0 0.00642038 0.000985077 -0.0244202 0.00747279 -0.0036349 -0.0180908 -0.0496723 0.000242766 -0.00107187 0.0339644 0.0136664 -0.00363273 0.0598989
internal_weight=0 1624.49 1356.76 275.994 1080.77 3233.18 683.838 214.75 2549.35 2494.38 267.732 160.39 469.088 54.9684
internal_count=80553 21275 17223 4324 12899 59278 10745 6582 48533 48029 4052 2745 4163 504
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=15
num_cat=0
split_feature=85 108 67 78 48 18 39 60 11 18 85 51 78 69
split_gain=8.59311 21.3355 19.6387 28.3973 20.8644 18.497 22.7194 21.2434 17.8823 39.2368 42.9532 17.605 13.9372 22.4812
threshold=0.084777829122798645 27.651221084458715 0.0086241819938144577 1.0231958515692152 0.49562851040349476 0.53128641829976775 13.593468219594582 0.018695245979217651 3.3048024292348805 0.19448701307063573 0.17902675848971064 0.0008301862162990285 1.016255894873342 0.057913418730425902
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -7 -3 12 10 -10 -11 13 -2
right_child=8 5 3 -5 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.0026126172610814137 0.061718205795956251 0.01573183454277538 -0.049372467141097706 0.070449945948212814 0.24739140163747797 0.054847646399310071 -0.036853073206166667 0.13071315366835196 0.084268610105811659 -0.053170790491937653 0.56232409415501683 0.015924032610183585 0.00224051602233255 -0.018128121780640893
leaf_weight=198.41837325264351 37.328570255776867 42.209288924466819 245.81784098304342 21.509571734990459 3.3953167479485264 40.926816665567458 79.499326033575926 25.945065542589873 48.561196815222502 40.276242589578032 1.9551552468910802 436.81841418950353 2922.9429021891556 637.01248274598038
leaf_count=11243 1423 1185 6937 898 25 886 591 144 1967 696 23 3427 34746 16362
internal_value=0 -0.0105354 -0.0219544 -0.0397314 0.00159345 0.0178721 -0.00568859 0.059503 0.00177239 0.0189647 0.102771 0.0100911 -0.000749201 -0.0137082
internal_weight=0 657.722 469.141 267.327 201.814 188.58 120.426 68.1544 4124.89 527.611 50.5164 477.095 3597.28 674.341
internal_count=80553 21909 19103 7835 11268 2806 1477 1329 58644 6113 1990 4123 52531 17785
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=14
num_cat=0
split_feature=30 31 1 6 82 91 70 43 41 39 66 41 39
split_gain=8.13383 30.2568 49.5528 24.0947 14.7062 31.4466 16.0199 13.753 25.6851 15.918 8.4511 7.53184 0.702632
threshold=6.0854116295029801 7.8783149318194079 6.1727826167368027 1.2684329998022139 0.64369202257482361 0.076338285897227048 11.196550016986025 0.020010324253574883 0.1050299216228035 5.3999110439786611 0.004433060368405072 0.19315305392084223 3.4521815779199891
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 9 -9 -3 -5 -12 -4
right_child=1 7 12 10 5 -7 -8 8 -10 -11 11 -13 -14
leaf_value=0.00090651554143615035 0.71415438393792963 0.10894375655284656 -0.079677883833047053 0.17431531604971484 -0.03067108488213709 0.3538481624734342 -0.037080930714941493 0.074562875897616648 0.00079257390351804974 -0.052162483076490601 0.12511710602348014 -0.060519742225122512 0.038178150758233581
leaf_weight=790.81344864855055 1.5645328871905797 6.659101676195859 1.2158069955185058 1.608780413866042 5.2431557998061162 3.5784088945947587 129.14329947147053 47.415364387095906 10264.393051858759 77.609602289274335 2.2325990069657555 103.84630537452176 0.86628136225044716
leaf_count=10680 22 33 23 10 110 43 1682 328 65576 565 15 1443 23
internal_value=0 0.000904004 0.288903 -0.00838566 -0.00319395 0.125307 -0.00442615 0.000802983 0.00113178 -0.0394315 -0.0531628 -0.0566127 -0.0306423
internal_weight=0 10399.7 3.64662 1036.47 928.778 8.82156 919.957 10396.1 10311.8 84.2687 107.688 106.079 2.08209
internal_count=80553 66570 68 13983 12515 153 12362 66502 65904 598 1468 1458 46
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=15
num_cat=0
split_feature=30 65 70 6 1 77 19 73 23 23 73 77 23 23
split_gain=11.6382 17.6861 16.8241 21.2107 14.2504 10.7029 8.88917 1.9761 2.33853 0.217622 0.22962 0.0619502 0.0436367 0.00907828
threshold=2.2500332103929122 0.009878189731652191 12.96546587642225 0.50544669510703144 15.156784971764553 526.72222222222229 0.019367887291285236 0.44559765810695212 228.44760605406898 307.58495341788114 0.9894272968915514 355.50000000000006 413.70818531933418 189.33404990621716
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 6 -2 8 13 11 -11 -9 -7 -1
right_child=1 2 4 -5 -6 12 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.075138143128489751 0.017483270022129294 0.023622944592216685 0.0060647820332523717 -0.038503701141065654 -0.0036248959988527682 -0.089780924118944755 0.083181695792106047 -0.094170467839043259 0.11902439705737607 -0.14939584958477675 -0.087688888185727176 -0.07727334425877351 -0.10868262471953138 -0.092703424944074783
leaf_weight=0.61538076189754354 37.824431168846786 72.462155462919327 2775.1954571364222 227.43978038365094 3349.8197545891671 2.5017592592630526 45.210574064403772 2.5671759787947002 1.1031084358692167 0.97524213045835439 1.5800367164192719 14.017057514880433 2.3864768993807957 0.56381215155124664
leaf_count=398 254 2423 30624 22586 20300 29 188 18 2 4 63 3650 11 3
internal_value=0 0.000242707 -0.000366899 -0.0234927 0.00076542 0.0447892 0.0532545 -0.0735864 0.0143675 -0.0840745 -0.11124 -0.079889 -0.0990089 -0.0835367
internal_weight=0 6512.84 6424.92 299.902 6125.02 87.9232 83.035 21.4218 2.2823 19.1395 2.55528 16.5842 4.88824 1.17919
internal_count=80553 76415 75933 25009 50924 482 442 4138 403 3735 67 3668 40 401
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=15
num_cat=0
split_feature=108 87 87 52 26 111 9 55 37 26 35 87 87 77
split_gain=10.0366 21.4844 19.2699 18.8864 17.3195 16.1026 35.2209 29.6321 16.0181 12.3197 15.6084 14.8491 11.0746 19.5758
threshold=14.603085808852311 3092.1437764083162 310.06923570534252 0.0023918301403107298 223.00227975969526 5.3200234664603405 4.9176195020008651 0.053442104194234986 489.10819453711946 1040.4427656212649 157.50567469065405 461.69087600576563 7069.7282077140044 1154.9444444444446
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 5 4 -4 6 -1 -7 -5 11 -11 -2 13 -3
right_child=1 12 3 8 -6 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0019091608280832522 -0.039497547194372512 0.030605884000515872 0.66913754871689768 0.02433883866237628 0.13380057491904807 -0.023742075792539175 -0.02345078246816738 0.030272669337270103 -0.073326022749024486 -0.0079646336358945042 -0.1214618770964068 0.001843203519488013 -0.0038917559676292187 0.19855143258876401
leaf_weight=2720.3573240271653 169.97449284009053 52.342419377862825 0.66611014440422778 357.25341871904675 6.5171304872346809 138.91327197806095 685.69067710265517 377.74220826779492 17.621596039040014 21.539479540806497 27.697816866675566 177.73764419036161 79.835195562904119 8.0013012078125012
leaf_count=27910 5981 942 62 5764 285 3021 18653 5375 1098 533 935 8184 1707 103
internal_value=0 -0.0131101 0.00138719 0.0228256 0.183443 -0.000700845 -0.00319619 0.0157497 0.0197479 -0.024995 -0.0718111 -0.0183657 0.0205449 0.0528747
internal_weight=0 537.128 4304.76 382.058 7.18324 3922.7 3406.05 516.655 374.875 396.949 49.2373 347.712 140.179 60.3437
internal_count=80553 18385 62168 7209 347 54959 46563 8396 6862 15633 1468 14165 2752 1045
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=15
num_cat=0
split_feature=95 8 107 91 79 79 98 4 55 69 79 108 0 46
split_gain=8.12533 13.3924 9.35077 22.6063 16.2782 23.553 13.8301 10.6659 10.5516 8.9439 14.5508 7.16843 5.04113 3.87083
threshold=0.0041898312941710423 2.7800937891934119 21.552007195017428 0.13107019000109046 1.0131570285251243 1.0126734513121625 0.68500252059961175 18.746847285662707 0.095081707321779299 0.078914869259008855 1.0197414187957052 25.323830794229874 2.8680089316601598 0.35937243515135148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 8 5 -2 -6 -5 -4 10 -3 -11 13 -1
right_child=2 9 3 7 6 -7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.064999960859135827 -0.001722721975912437 -0.076135781624974724 -0.035875148074265728 0.044448186573888111 0.0043992578504934822 0.13791775408906479 -0.0073619060100088042 -0.0065634889977329459 0.0055460038813366051 -0.067738602263838599 0.58946379149413086 -0.016793695278337375 0.099374690364466653 0.051080604462732562
leaf_weight=4.8965927781537193 29.287700399814639 0.7393573885783542 82.827685317024589 210.01525483076693 1948.9224312335718 20.55677896225825 2053.1021400336176 50.927442104555666 238.84123608894879 53.223998595029116 0.5909675657749176 57.414492315612733 10.055391114903612 6.9499795956071466
leaf_count=27 1211 51 1099 3131 38206 941 28453 641 2419 2835 2 1399 96 42
internal_value=0 -0.0242135 0.000776236 0.0126219 -0.000927039 0.0558676 -0.00163441 0.0344924 -0.00511968 -0.0382022 0.219542 -0.0413014 0.0473009 0.00310054
internal_weight=0 133.871 4634.48 582.612 4051.87 49.8445 4002.02 260.943 321.669 111.969 1.33032 110.638 21.902 11.8466
internal_count=80553 4452 76101 7290 68811 2152 66659 3772 3518 4287 53 4234 165 69
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=14
num_cat=0
split_feature=51 64 13 83 83 7 64 39 93 8 33 2 71
split_gain=8.04239 11.6362 22.2797 15.9214 10.123 24.4332 14.6323 9.77105 7.25861 6.01651 5.31631 2.96271 0.764207
threshold=0.040863222492782764 2.3012704175196954 0.43465780465935117 4.2363114891279139 3.0277336460012378 8.0900861855354229 0.38415803148917421 32.101896891075135 1.2815407468069993 1.3515083019141907 9.064698798289518 112.17821412470109 28.326285019569859
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 6 -6 -1 8 10 -10 -2 -3 -9
right_child=7 2 3 -5 5 -7 -8 12 9 -11 -12 -13 -14
leaf_value=-0.00064978504621998232 -0.021904105061106325 0.021322882839725943 0.086095755757456538 0.0098683881252297212 -0.059184801999489695 0.0038390861592242963 0.013624100031438869 0.21470864571822454 -0.076570089119635379 0.089856307038600869 -0.084755466996242576 -0.079272328424337193 0.10613035009263744
leaf_weight=10180.272627814615 24.390872549382038 3.4927401647437391 55.024106588214636 54.580256494693458 97.591108889813768 166.39637575589586 772.67917134205345 1.1733196772402146 3.2029561757808533 6.7498824420617893 30.024379190872423 18.099211638240376 1.4484474545461123
leaf_count=69784 438 50 243 803 705 1794 4723 33 411 117 564 871 17
internal_value=0 0.0002371 0.0298459 0.0481364 -0.000109213 -0.0194596 0.00035717 -0.0345138 -0.0422216 0.0362981 -0.0565832 -0.0629999 0.154722
internal_weight=0 11348.1 131.196 109.604 11216.9 263.987 10953 66.9899 64.3681 9.95284 54.4153 21.592 2.62177
internal_count=80553 78973 1967 1046 77006 2499 74507 1580 1530 528 1002 921 50
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=15
num_cat=0
split_feature=86 105 13 13 79 64 64 44 79 91 19 105 79 63
split_gain=11.7848 27.1618 27.7712 24.631 24.2779 23.3206 43.4691 32.9045 14.394 14.1535 14.7524 14.0853 39.7027 11.9596
threshold=285.34803817323797 22.998334029957277 0.60450958394303866 0.23947763015888582 1.0186753707164831 0.042945816687573114 0.027581024608259768 16.622975535639306 1.018028389926926 0.052234720899512831 0.063291611629531327 20.108696576034514 1.0242339863069232 0.0066782630511227599
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 4 11 -3 6 -5 -7 -4 13 -11 12 -1 -2
right_child=1 2 8 5 -6 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.10684672663406276 0.047572958207360572 -0.01099119399186628 0.051989747378849621 0.0030734674551883313 0.02014212360940975 -0.069729114786307056 0.039793761014898774 -0.0047244257059530035 -0.083081325612322371 -0.13841350407191241 -0.031041728421029764 -0.031658833743273246 -0.71141349680316934 -0.013623219951750845
leaf_weight=12.094819620622728 38.054199511185288 985.42338587942686 130.98847936735547 3422.2561863869123 335.83350910177978 91.979174876782054 355.90672074448958 507.60707121842643 8.3952758635023184 13.224710368900558 394.97475262568332 22.841615272067429 1.1934393461342541 198.59908205848478
leaf_count=252 255 8541 1319 40615 3508 10961 3837 6850 368 62 2099 587 20 1279
internal_value=0 -0.00614602 0.00140075 0.00294635 -0.00307781 0.00362499 0.00653256 -0.0146964 0.0438542 -0.02324 -0.0345203 -0.0792823 -0.161144 -0.00378278
internal_weight=0 2105.49 1460.64 4413.88 1321.26 4377.75 3778.16 599.586 139.384 644.853 408.199 36.1299 13.2883 236.653
internal_count=80553 17431 13736 63122 12049 62263 44452 17811 1687 3695 2161 859 272 1534
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=15
num_cat=0
split_feature=43 60 14 79 41 79 103 95 41 60 73 73 89 0
split_gain=10.9761 31.19 22.2893 22.0236 19.6535 34.598 17.1531 59.6742 29.5947 17.1369 30.8791 19.3846 15.0906 14.4325
threshold=0.034583578329673417 0.0017331431576233659 0.2243311123412107 1.0137245389783918 0.16610947666297524 1.016702807131084 0.58418045653674866 0.095436884999708635 0.25776361029138167 0.0013235181005473156 3.3584452572696315 1.3364284097836669 0.52271656916176878 3.0574368991038576
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 12 7 -3 -8 11 -11 -1 -6 -7
right_child=1 6 -4 -5 5 13 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.014194658202364813 0.050146148476057119 0.0097325430113034822 0.021223758153993556 -0.04705666711230868 -0.042111899999845298 -0.3382792057951125 -0.034409405100721761 0.23230888903214386 0.00026458213068217355 -0.048674268292158082 0.06401565316796666 0.042047273564900955 0.039143208123926548 0.090814962967579849
leaf_weight=111.58858115281328 25.247991375625134 913.81123847153503 73.784989219391719 303.57658450579038 46.299841208994621 0.79127718508243461 271.29125465969264 12.206513878423719 2656.5235850683603 120.95442402307526 30.434550672420301 135.93571761669591 45.140075385861564 83.591153294255491
leaf_count=3104 568 11155 1807 4592 711 4 11106 123 37853 3262 415 2155 2067 1631
internal_value=0 -0.00196313 -0.0284475 -0.0395932 0.0127598 0.0406138 0.00080369 0.0126665 -0.00294831 0.000483023 -0.0260196 0.0166924 -0.00199964 0.0867912
internal_weight=0 4256.44 402.61 328.825 574.736 175.822 3853.83 926.018 2927.81 398.913 151.389 247.524 91.4399 84.3824
internal_count=80553 67204 6967 5160 13349 4413 60237 11278 48959 8936 3677 5259 2778 1635
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=15
num_cat=0
split_feature=61 68 60 58 58 83 58 59 91 108 39 72 79 86
split_gain=8.99647 20.9672 23.5011 117.44 17.6112 55.9536 16.7013 11.7857 11.5634 11.5092 10.365 7.07644 5.18179 31.141
threshold=0.011860823740030184 0.064254019499791579 0.0012429698076180569 0.050436409567679412 0.034403402179093719 0.55072728828316053 0.025326994550141847 0.0020276483243992483 -0.13342787752088134 132.38495856902236 17.472421101619968 -0.18384117781371098 1.0140389968648529 35.611776376330525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 -3 9 -6 -4 8 11 -2 -10 -1 13 -9
right_child=1 2 6 -5 5 -7 -8 12 10 -11 -12 -13 -14 -15
leaf_value=0.12630313040087743 -0.020277078785331828 0.080098279353025895 0.029220512650077871 1.7561632421677726 0.33983571215655783 0.044252036611302253 -0.0014215759966828773 0.56894284201601431 -0.0098665788950982082 0.24470069689201185 0.034675003960837739 -0.073304727961622559 -0.058322921421507148 -0.076312141987275525
leaf_weight=1.8818040534388263 39.777937718899921 10.060081667499613 186.08158959646244 0.43618221627548415 7.0570736026857039 69.228579442948103 4032.9576129158959 0.92947576881851901 241.10785442451015 1.7096311673521984 66.695980478660204 31.609131157514639 66.201015783182811 3.8296403465792537
leaf_count=64 1184 487 5608 19 130 458 51388 78 13278 5 2861 1216 3422 355
internal_value=0 0.00146057 0.000301699 0.149749 0.0430787 0.071596 -7.01004e-05 -0.0139965 -0.00628679 -0.0093578 -0.000215157 -0.0620891 -0.0510775 0.0497089
internal_weight=0 4347.31 4229.54 10.4963 117.773 76.2857 4219.04 412.255 341.295 41.4876 307.804 33.4909 70.9601 4.75912
internal_count=80553 59279 57502 506 1777 588 56996 21274 17419 1189 16139 1280 3855 433
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=15
num_cat=0
split_feature=83 60 73 37 60 61 62 49 78 21 37 104 31 78
split_gain=7.49005 8.2664 17.0776 21.0392 11.988 27.1827 14.3452 10.4162 2.6134 3.2338 13.8736 3.39937 1.18904 1.29958
threshold=13.359316733472427 1.4272196228480496 2.6602561878730886 246.20294344499487 0.82580365936138811 0.012334540924011537 3.8388746427495555 0.31484188936310603 1.0143870922222833 21.292666417018427 46.822010992266293 43.355709484946594 196.14527367892978 1.0246913618291043
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 -4 9 10 -2 -11 -10 -14
right_child=8 2 7 -5 5 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=-2.6707019297390715e-05 -0.061022019238104366 0.088110531901682942 0.062715190460858203 -0.06983805071551058 0.12853790656867334 -0.050962664323068042 0.053152138353392636 -0.070036346339272221 0.044573097435682274 0.10137983080964248 0.60857053194740907 -0.082091054186638576 -0.082734376992227077 0.02844139981403478
leaf_weight=11137.857998243591 1.0905215531820456 49.46933083224576 8.2571475578006375 10.166410043835638 9.292917068814857 91.540760571690043 50.957940107327886 20.798314572777599 0.85102538159117358 1.347579028457403 0.43201870378106821 4.0296742286009248 17.982723183391503 1.1167343892157067
leaf_count=76503 63 559 104 223 111 859 613 317 59 7 5 142 980 8
internal_value=0 0.000145045 0.0305552 0.0611842 -9.38563e-05 -0.0344197 0.000215489 -0.0323103 -0.0527335 0.000316698 0.128974 -0.0361119 -0.0710807 -0.076234
internal_weight=0 11378.3 88.6912 59.6357 11289.6 100.834 11188.8 29.0555 26.8503 6.89979 1.52254 5.37725 19.9505 19.0995
internal_count=80553 79289 1203 782 78086 970 77116 421 1264 217 68 149 1047 988
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=15
num_cat=0
split_feature=72 71 3 13 79 13 105 16 49 65 45 69 101 95
split_gain=11.4358 21.3476 31.128 28.1834 24.3595 43.418 24.5192 18.881 13.4817 35.709 33.5228 19.1264 45.0285 23.6478
threshold=1.2468256585877031 21.461098510672105 257.0433369851408 0.61538924475898815 1.0147774958797957 0.54593166466151632 28.121353772124959 0.11818631546506504 0.12582113211189552 0.044015644753107784 18.20404193393999 0.13660110681869361 0.84703452058421369 0.0050860869379769497
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -3 -6 -4 9 10 -1 13 -13 -10
right_child=1 4 7 -5 6 -7 -8 -9 11 -11 -12 12 -14 -15
leaf_value=-0.07591741248919881 -0.00053148544390167567 -0.04516670392703729 0.080017002663326675 -0.058096215136683428 0.021412629603265815 0.031786754450661557 -0.0081398657069065 -0.060877103640694367 0.036827319457167121 0.069883896424384265 0.01140280027506042 -0.0095936195614147995 0.021110209106364644 -0.014603274374902501
leaf_weight=46.303688099327701 647.54268533749928 237.47294139085716 10.041958009242078 97.911431034901398 664.98474711489871 106.06560234567587 485.8835420143223 179.98563475431729 97.655229020863771 100.14320166503603 870.62229278261657 938.0485615472171 973.16202310397784 1057.8686446959837
leaf_count=7334 13639 1250 53 3697 2890 544 7521 2902 1363 1956 5290 13813 10586 7715
internal_value=0 -0.0054555 -0.0173022 -0.00809231 0.00196041 -0.0214078 0.0089359 -0.0534316 0.00320855 0.0131856 0.00699323 -0.0001003 0.00604035 -0.0102568
internal_weight=0 2429.89 935.482 745.454 1494.41 343.539 1150.87 190.028 4083.8 1017.07 916.926 3066.73 1911.21 1155.52
internal_count=80553 32496 20291 17336 12205 1794 10411 2955 48057 14580 12624 33477 24399 9078
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=15
num_cat=0
split_feature=67 47 39 73 51 57 13 1 39 39 7 47 11 78
split_gain=11.1889 28.3365 19.6832 18.4792 26.215 26.5764 20.2272 17.0627 15.2845 14.5401 13.2407 16.1013 13.4256 9.13666
threshold=0.019766478316009046 0.015229666850823985 7.0432042589390322 2.6356865617923284 0.00067284846247065149 0.0084472143639768918 0.30101942158674849 21.022757496011071 29.064914657702356 2.686780031478841 2.8357060323951693 0.026490906358084286 2.2872694928435524 1.0132992530456622
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 6 -6 -1 8 -3 -2 12 -12 -5 -4
right_child=1 7 13 10 5 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.022408957298949931 -0.27854497259275118 -0.002520860897707955 0.078834731080040743 0.0098332182109755958 0.018094023178436603 -0.054500797187201924 -0.032204943619915133 -0.082794726301085766 0.025885328883682269 -0.011476070509287593 -0.014639200140348982 0.12192326384949002 0.057711733827023208 -0.10120789246710266
leaf_weight=87.29829706640885 2.0850609950721255 3004.2107323478413 2.9728173119947305 94.253930271719582 638.55408264612197 54.753676263731904 303.86596470185032 25.537546563879005 202.16614987375215 91.367723942967132 97.25963774498814 9.4747978862142173 154.68166773649864 54.341278113774024
leaf_count=4279 11 36177 56 1422 8311 1516 18273 629 3772 1158 1738 278 2259 674
internal_value=0 -0.00335508 -0.0457311 0.00716966 0.000682517 0.0123609 -0.0200165 -0.00137826 -0.000729814 -0.0174347 0.0269496 -0.00251657 0.0395836 -0.0918693
internal_weight=0 3382.68 150.767 1440.14 1084.47 693.308 391.164 3231.91 3206.38 93.4528 355.67 106.734 248.936 57.3141
internal_count=80553 42477 1899 38076 32379 9827 22552 40578 39949 1169 5697 2016 3681 730
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=15
num_cat=0
split_feature=67 77 67 41 67 11 78 54 30 110 31 77 95 95
split_gain=8.14332 17.4035 16.7364 24.7678 15.0772 20.7022 42.3937 17.629 15.511 26.5714 24.1286 13.6183 9.12509 6.32437
threshold=0.018616958661040125 1069.7222222222224 0.0099262856334362288 0.27323671259601678 0.027852114107353828 2.6478480246030585 1.0242807945818446 0.30001194694856864 18.920384908481456 3.9149969437249199 221.06778872100202 887.50000000000011 0.16876394896751637 0.13155153766276242
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -2 9 -6 -10 -4 13 -3
right_child=4 12 11 -5 8 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.017097409166523487 -0.015683409554318 -0.050743004301109076 -0.020221643443073783 0.035653356756759153 -6.7361145990144596e-05 0.025880591833926127 0.17529748346265661 0.079263692242502307 0.017244389264122625 -0.029629210659122759 -0.0075243150052026544 0.063233872737563979 -0.15654053935854748 0.079560436960237416
leaf_weight=161.27163457433926 176.65452574985102 61.205814296088647 451.76178559975233 198.64081830927171 1383.2554156599799 241.5177323083044 20.609397745109163 21.989408533554524 948.17713952530175 389.71877846703865 672.07716707553482 20.437557799858041 7.9116245359182349 3.9661968424916259
leaf_count=11562 7644 2581 15833 5734 17944 3642 330 114 5999 2677 6029 418 26 20
internal_value=0 -0.00833725 -0.00422796 0.0120165 0.00220275 0.0191761 0.0376283 -0.00517299 -0.000102092 -0.00656537 0.0069704 -0.0166096 -0.0551246 -0.0428131
internal_weight=0 905.195 832.112 359.912 3854 460.771 262.127 198.644 3393.23 1772.97 1620.25 472.199 73.0836 65.172
internal_count=80553 36174 33547 17296 44379 11730 3972 7758 32649 20621 12028 16251 2627 2601
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=15
num_cat=0
split_feature=91 33 47 104 8 13 21 33 33 73 110 75 87 84
split_gain=7.35437 20.2349 21.685 27.8886 17.2936 17.4295 28.7336 16.9647 16.8719 13.8871 13.0368 47.465 14.3495 8.11588
threshold=0.15903453969727532 69.96506240684279 0.021731966628289964 6.0779829965253285 2.6947322845656205 0.47759384597528243 31.871360401836558 29.128620354024644 6.7039656205848486 0.41380523800180652 8.6231828376134612 3.6544958001792049 60.958174406114573 0.07111390836651417
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 -4 10 6 -6 -7 -2 -3 12 -12 -1 -11
right_child=1 9 3 -5 5 7 -8 -9 -10 13 11 -13 -14 -15
leaf_value=-0.0055435963221304105 0.033778616701066792 0.17934827058069816 -0.049090509440425353 0.017027421470797745 -0.013195733905722984 0.0096514628379890735 0.0038293806593313277 -0.014878766219511397 -0.0045814181495373914 0.011522458140832054 0.5703215855256365 0.0090297801850584905 -0.028490821220141141 -0.053841536756599841
leaf_weight=579.67658645252232 122.88552054623142 2.9274399047717443 66.719429217046127 1455.5582477541902 1796.1850929536158 2317.2114498146111 2212.2483104765415 320.98390811611898 1712.6430957405828 23.606328873196617 1.5213086311705399 155.77063011593418 514.25738421920687 97.26102835565689
leaf_count=8213 1027 37 839 10675 10789 16605 13770 1800 9393 209 24 2070 4215 887
internal_value=0 0.00384135 0.00530515 0.0141296 -0.00167548 0.000354796 -0.0037996 0.00666692 -0.00201328 -0.035863 -0.0124605 0.0144585 -0.0163311 -0.0410754
internal_weight=0 3481.6 3357.81 1522.28 7897.85 6646.63 4008.43 2638.2 1835.53 123.795 1251.23 157.292 1093.93 120.867
internal_count=80553 23067 21934 11514 57486 42964 24559 18405 10420 1133 14522 2094 12428 1096
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=15
num_cat=0
split_feature=75 60 6 85 110 60 28 108 71 7 71 39 75 23
split_gain=11.2379 47.793 40.1514 45.8505 35.7904 49.0119 44.4627 36.647 30.2346 26.8695 26.0303 25.4154 24.3524 24.3089
threshold=3.5096784521904167 0.034585750883120332 1.6743238950043207 0.084777829122798645 6.468305250764506 0.0096261198185671384 70.68739035198395 12.455624891272503 22.070175664142585 3.3176556812788234 24.381160590839311 24.364627401024368 3.8591360725697093 247.48727654793362
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 11 12 -8 -4 -7 -3 -2 -6 -12
right_child=4 10 8 -5 6 9 7 -9 -10 -11 13 -13 -14 -15
leaf_value=0.019407156321366911 -0.063927084420542582 -0.08872276653404218 0.010881549304696559 -0.013883758477071229 0.13644109327074294 0.053255962311190487 -0.028452660275324299 0.0013571618639020013 0.046863555549718362 -0.073826439033090885 0.18568744257865089 0.04176333277433654 0.030269836277573521 -0.023678366313069445
leaf_weight=647.76675205420906 253.9564716775858 82.299881708178873 710.46287370071514 1144.9461029047416 23.968970459987759 80.021923237422016 498.7822257006992 2381.2931230264903 347.86705585192976 21.004635701678126 6.2457725326894424 24.991287562996149 218.92802700950415 49.474133302923292
leaf_count=3896 3426 4920 7119 30848 109 1052 2428 19919 1766 1548 167 116 2784 455
internal_value=0 0.00448127 0.00726344 -0.00185464 -0.00386607 -0.0328444 -0.000340257 -0.00380541 0.0227086 0.026834 -0.0529893 -0.0544581 0.0407468 -0.000210071
internal_weight=0 2989.06 2851.04 1792.71 3502.95 379.974 3122.97 2880.08 1058.33 101.027 138.02 278.948 242.897 55.7199
internal_count=80553 49171 43629 34744 31382 6142 25240 22347 8885 2600 5542 3542 2893 622
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=14
num_cat=0
split_feature=95 45 26 6 6 95 37 99 101 26 20 20 5
split_gain=10.2317 10.765 24.0502 29.9668 18.8396 23.7442 15.4963 15.1833 1.39723 1.40729 0.313133 0.122935 7.41494e-05
threshold=0.16876394896751637 13.293531856046483 50.127763045646681 1.3081019679782224 0.94838509867812892 0.088112491273902541 14.783190305080675 0.35975261221847626 13.681256730710052 82.178921803297925 323.30087122812967 179.66351136719086 1.1461662965066124
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -4 10 -10 11 -2 -11
right_child=8 2 7 -5 6 -7 -8 -9 9 12 -12 -13 -14
leaf_value=-0.006933534422687646 -0.081173275984862098 -0.052388503842186865 0.037930015427923069 -0.0068667681373002542 -0.024046289631491972 0.058103459062752633 0.02095294474663659 -0.00043210321008585126 0.13253330320873555 -0.078192916720910777 -0.0042062008959088048 -0.12502647129210939 -0.075287971089194092
leaf_weight=982.15116228349507 16.606089715147402 201.0931459874264 108.64990160154412 514.8640487290686 84.641663608374074 59.538286656141281 798.27578220132273 2046.3458258239334 0.63974857330322155 0.10444391518831253 0.52142428699880738 0.66484768642112513 0.55365719215478748
leaf_count=13759 736 2681 1655 6848 858 1135 8026 44642 2 1 10 3 197
internal_value=0 0.000105713 -0.00377351 -0.0196526 0.00589238 -0.00321631 0.0166391 0.00150203 -0.0732496 0.0269195 -0.0805563 -0.0828614 -0.075749
internal_weight=0 4795.56 2870.95 715.957 1924.61 1041.69 882.917 2155 19.0902 1.29785 17.7924 17.2709 0.658101
internal_count=80553 79604 55826 9529 23778 14894 8884 46297 949 200 749 739 198
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=15
num_cat=0
split_feature=9 1 37 7 70 18 101 73 26 6 1 7 79 6
split_gain=8.37145 34.5122 33.3085 20.2278 26.6515 19.8387 44.6753 41.3277 26.1246 23.3194 21.7409 17.708 15.0369 14.2043
threshold=2.9528261779069038 5.7985244757714662 37.496462484223692 0.85599415423318292 17.257945109412372 0.15553869044035282 0.36791126860091533 1.5549252162886134 40.458827794473216 0.21668980050157585 5.5881981245530215 0.326129440754716 1.0219218434084978 1.6084379538354294
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 11 -3 -5 6 9 -8 13 -1 -10 -2 -4 -7
right_child=1 3 12 4 -6 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.014130279114123682 -0.12800002725206158 -0.035828982991617457 -0.033813746495026512 0.016010451822733515 -0.003960065055898028 -0.035101103987890125 0.7747908239017447 0.16241519091408918 0.0064530865985361844 0.050513033934033919 0.06733435728470645 0.020470343395842125 -0.088332061175671703 0.010759956502544485
leaf_weight=94.720135093666613 8.4983163804281485 136.38480930222431 295.78175734303659 1075.0028036086878 1766.1507766344002 236.52819430851378 1.2578406760003407 8.8984887094702554 623.89047576271696 135.82753550331108 64.742657641880214 146.78973290557042 61.029821107978933 94.524944251403213
leaf_count=1983 203 5343 2841 21066 29260 6941 66 82 7369 2118 439 1584 564 694
internal_value=0 -0.00233395 -0.0263139 0.0017903 0.00359615 0.00717441 0.0329968 0.238257 0.00107887 0.0239544 0.0121769 0.0123451 -0.0431387 -0.0220065
internal_weight=0 3489.64 512.1 2977.54 2841.15 1260.39 240.704 10.1563 1019.69 230.548 688.633 155.288 356.812 331.053
internal_count=80553 60861 5192 55669 50326 19692 4249 148 15443 4101 7808 1787 3405 7635
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
eeg_sp2r_p2min_norm=269
eeg_petrosian_p2min_norm=232
eeg_at_p2min_norm=218
eeg_kurt_p2min_norm=208
eeg_g3d_p2min_norm=193
eeg_g3b_p2min_norm=176
eeg_sp2a_p2min_norm=176
eeg_nzc_p2min_norm=163
eeg_sp2d_p2min_norm=155
eeg_ar_p2min_norm=153
eeg_petrosian=152
eeg_iqr_p2min_norm=126
eeg_g3r_p2min_norm=116
eeg_dt_p2min_norm=114
eeg_alpha2_p2min_norm=103
eeg_std_p2min_norm=100
eeg_gama2_p2min_norm=98
eeg_ab_p2min_norm=97
eeg_as_p2min_norm=97
eeg_sp_wave3_p2min_norm=95
eeg_empty_band2_p2min_norm=94
eeg_n_wave_p2min_norm=94
eeg_gama4_p2min_norm=92
eeg_rn_p2min_norm=90
eeg_skew_p2min_norm=90
eeg_gr_p2min_norm=89
eeg_da_p2min_norm=83
eeg_g3a_p2min_norm=82
eeg_empty_band1_p2min_norm=81
eeg_rem_wave_p2min_norm=79
eeg_theta_p2min_norm=73
eeg_dn_p2min_norm=71
eeg_nzc=70
eeg_db_p2min_norm=69
eeg_sdelta_p2min_norm=69
eeg_alpha_p2min_norm=67
eeg_sp_wave1_p2min_norm=65
eeg_gama_p2min_norm=63
eeg_beta2_p2min_norm=62
eeg_gama3_p2min_norm=61
eeg_dr_p2min_norm=58
eeg_g3t_p2min_norm=58
eeg_ds_p2min_norm=57
eeg_gama4=57
eeg_gn_p2min_norm=57
eeg_delta4_p2min_norm=56
eeg_sp_wave2_p2min_norm=55
eeg_empty_band2=54
eeg_fdelta_p2min_norm=53
eeg_theta2_p2min_norm=53
eeg_gama2=52
eeg_sigma_p2min_norm=51
eeg_beta_p2min_norm=48
eeg_std=48
eeg_theta3_p2min_norm=47
eeg_at=45
eeg_beta3_p2min_norm=44
eeg_gama3=43
eeg_g3b=42
eeg_kurt=38
eeg_ar=37
eeg_g3n_p2min_norm=37
eeg_gama=36
eeg_sp2r=36
eeg_iqr=34
eeg_abspow_p2min_norm=33
eeg_dt=33
eeg_rem_wave=32
eeg_dr=31
eeg_beta=29
eeg_beta2=29
eeg_fdelta=28
eeg_sp_wave1=27
eeg_db=26
eeg_delta_p2min_norm=25
eeg_dn=24
eeg_delta3_p2min_norm=23
eeg_rem_wave3_p2min_norm=23
eeg_beta3=22
eeg_g3a=22
eeg_g3r=21
eeg_ab=20
eeg_delta2_p2min_norm=19
eeg_empty_band1=18
eeg_sp2a=18
eeg_sp_wave3=18
eeg_rem_wave3=17
eeg_as=16
eeg_da=16
eeg_abspow=15
eeg_alpha=15
eeg_g3t=15
eeg_rn=15
eeg_theta2=15
eeg_alpha2=14
eeg_delta4=14
eeg_g3d=12
eeg_gn=12
eeg_sdelta=12
eeg_skew=12
eeg_gr=11
eeg_g3n=10
eeg_theta=10
eeg_n_wave=9
eeg_sp_wave2=9
eeg_theta3=9
eeg_delta=8
eeg_delta3=8
eeg_delta2=7
eeg_sigma=6
eeg_ds=5
eeg_sp2d=4

parameters:
[boosting: gbdt]
[objective: multiclass]
[metric: multi_logloss]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 120]
[learning_rate: 0.1]
[num_leaves: 15]
[num_threads: 4]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 4]
[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: 0.5]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: -1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 5]
[num_class: 4]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
