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internal_weight=36.4763 23.653 20.9832 12.8233 9.18426 internal_count=304 210 196 94 70 is_linear=0 shrinkage=0.1 Tree=15 num_leaves=6 num_cat=0 split_feature=4 7 7 0 5 split_gain=23.6338 8.30478 1.93422 0.149743 0.178949 threshold=0.23050791325099604 0.50111001568847668 -0.06725597577780483 0.72694183428523529 1.1552816581709069 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.10446632444703303 0.12860158472343647 0.10795312261252783 -0.036310344594918123 0.083783411105934527 0.1156192727436697 leaf_weight=13.719668202102186 4.0018415004014951 2.5517073199152938 5.9782433360815075 2.6678531542420387 5.2208278402686119 leaf_count=162 29 14 34 20 45 internal_value=-0.000968282 -0.0617921 -0.0837812 0.112846 0.104853 internal_weight=34.1401 22.2496 19.6979 11.8905 7.88868 internal_count=304 210 196 94 65 is_linear=0 shrinkage=0.1 Tree=16 num_leaves=6 num_cat=0 split_feature=4 7 0 3 1 split_gain=21.1584 7.07322 2.32627 2.08601 0.226381 threshold=-0.1708689440758209 -0.06725597577780483 1.0000000180025095e-35 0.142282280895282 -0.69383996479091581 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.087336853325500285 -0.071205414198407549 0.18801454983014954 0.082466564198368675 0.01544377917532009 -0.11493825774273358 leaf_weight=4.7287924289703378 2.8653426021337536 2.5187148153781882 12.215131789445875 1.6308739781379689 7.996292471885682 leaf_count=66 19 14 100 9 96 internal_value=-0.000939562 0.0725526 0.10051 -0.0910347 -0.104681 internal_weight=31.9551 17.5992 14.7338 14.356 12.7251 internal_count=304 133 114 171 162 is_linear=0 shrinkage=0.1 Tree=17 num_leaves=6 num_cat=0 split_feature=4 7 7 0 1 split_gain=19.2318 6.36747 1.66159 0.138369 0.194246 threshold=0.23050791325099604 0.50111001568847668 -0.06725597577780483 0.72694183428523529 1.1800000370088746 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.10122854425775547 0.12491681871981869 0.098660417820387994 -0.035862612016327268 0.077639347691051255 0.11283919613752905 leaf_weight=11.654075495898729 3.5322557762265188 2.2683532088994971 5.836399674415591 2.4049422368407249 4.5033704340457916 leaf_count=162 29 14 34 20 45 internal_value=-0.000964389 -0.058973 -0.0794166 0.108817 0.100585 internal_weight=30.1994 19.7588 17.4905 10.4406 6.90831 internal_count=304 210 196 94 65 is_linear=0 shrinkage=0.1 Tree=18 num_leaves=6 num_cat=0 split_feature=4 7 7 0 3 split_gain=16.8726 5.49753 1.67206 0.128601 0.208919 threshold=0.23050791325099604 0.50111001568847668 -0.06725597577780483 0.72694183428523529 0.83749860128497355 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.099569511896770824 0.12254154181690086 0.093366159087295508 -0.03274623624229947 0.073723404618404431 0.11150311753958229 leaf_weight=10.711859885603195 3.2548833936452848 2.1628483831882468 5.756989739835265 2.2659532278776169 4.1344162821769714 leaf_count=162 29 14 34 20 45 internal_value=-0.000927814 -0.056525 -0.0762102 0.106358 0.0981278 internal_weight=28.287 18.6317 16.4688 9.65525 6.40037 internal_count=304 210 196 94 65 is_linear=0 shrinkage=0.1 Tree=19 num_leaves=6 num_cat=0 split_feature=4 7 1 3 1 split_gain=14.8589 5.30563 2.3347 1.83126 0.27517 threshold=-0.1708689440758209 -0.06725597577780483 1.0000000180025095e-35 0.142282280895282 -0.69383996479091581 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.079336361601880248 -0.06826586777981801 0.18962089099591342 0.072747962200925539 0.015496492473554844 -0.11361316223248663 leaf_weight=3.6961566992104045 2.4767136126756677 2.0474774390459034 10.346578955650328 1.5559477657079686 6.393014162778857 leaf_count=66 19 13 101 9 96 internal_value=-0.000889897 0.0653538 0.0920552 -0.0854829 -0.101056 internal_weight=26.5159 14.8708 12.3941 11.6451 10.0892 internal_count=304 133 114 171 162 is_linear=0 shrinkage=0.1 Tree=20 num_leaves=6 num_cat=0 split_feature=4 7 7 0 5 split_gain=13.8612 4.24548 1.40763 0.124517 0.228951 threshold=0.23050791325099604 0.50111001568847668 -0.06725597577780483 0.72694183428523529 1.1552816581709069 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.096515670807668694 0.11998862392191281 0.085866706994479569 -0.032873044025065683 0.06772753785298545 0.10965505092725066 leaf_weight=9.0988693572580832 2.8686634190380556 1.9207146912813176 5.6229692399501827 2.0482702627778053 3.5765902549028397 leaf_count=162 29 14 34 20 45 internal_value=-0.000914211 -0.0539642 -0.0722075 0.103034 0.0943873 internal_weight=25.1361 16.6426 14.7218 8.49352 5.62486 internal_count=304 210 196 94 65 is_linear=0 shrinkage=0.1 Tree=21 num_leaves=7 num_cat=0 split_feature=5 7 4 3 5 7 split_gain=12.196 3.28421 1.91063 0.58255 0.20912 0.00185201 threshold=0.21938658973143133 -0.06725597577780483 -0.1708689440758209 -0.35415665906368471 0.56650260103057937 0.75421634653907355 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.10609454534765324 0.073486938785036648 -0.06084796110449741 0.042421514784116911 -0.03274827751440041 0.11238865214946328 0.10856931568976441 leaf_weight=7.0888013988733292 2.1831618770956984 3.1988408789038658 4.0723609551787385 1.2781134508550165 1.8826796263456342 3.8987997509539127 leaf_count=144 21 23 23 18 21 54 internal_value=-0.000868995 -0.0521691 -0.00301012 -0.0948903 0.0998558 0.109813 internal_weight=23.6028 15.6381 7.2712 8.36691 7.96464 5.78148 internal_count=304 208 46 162 96 75 is_linear=0 shrinkage=0.1 Tree=22 num_leaves=6 num_cat=0 split_feature=3 6 6 1 7 split_gain=10.7162 2.92392 1.84112 0.312767 0.0436653 threshold=0.079722902282566677 -0.032265842850647805 -0.21053462460047698 -0.69383996479091581 0.63365386350077146 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.069326003386794621 0.0047575298572840952 0.1256225661006759 -0.011912635403046488 -0.11123301855792496 0.10773896430959769 leaf_weight=2.8190553039312363 4.0229633152484894 1.9352183640003184 3.974649842828514 4.8361615873873234 4.6359734050929546 leaf_count=65 27 20 27 95 70 internal_value=-0.000855012 0.0719002 -0.0671309 -0.0958006 0.113006 internal_weight=22.224 10.5942 11.6299 7.65522 6.57119 internal_count=304 117 187 160 90 is_linear=0 shrinkage=0.1 Tree=23 num_leaves=7 num_cat=0 split_feature=7 6 3 1 5 5 split_gain=9.5939 4.47167 1.4607 0.810365 0.0258358 3.5544e-05 threshold=0.61043996925116062 -0.21053462460047698 -0.15701893976595485 -0.69383996479091581 0.54599785774708554 1.2373006313048827 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.050232951837541298 0.12158017493991671 -0.030877827056193925 0.062409722947026527 -0.11296867570368074 0.10733059801025993 0.10668978935928769 leaf_weight=3.3474815562367439 1.7458195649087418 3.1014088913798332 3.6583731658756742 5.3491103164851665 1.3170798271894457 2.5250381119549274 leaf_count=70 18 22 28 102 21 43 internal_value=-0.000801485 -0.0413993 0.0196091 -0.0888205 0.111493 0.106909 internal_weight=21.0443 15.4564 6.75978 8.69659 5.58794 3.84212 internal_count=304 222 50 172 82 64 is_linear=0 shrinkage=0.1 Tree=24 num_leaves=6 num_cat=0 split_feature=4 7 6 6 7 split_gain=8.54074 3.00768 0.941122 0.387346 0.00345557 threshold=0.23050791325099604 0.38953355623066915 -0.18543603044862059 0.24570968279011757 0.63365386350077146 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.091942212394636666 0.044158756466358751 0.038805528797602684 -0.026981269605743513 0.11179981329888709 0.10617870129633011 leaf_weight=7.1061363406479359 1.1717472039163102 3.2426922321319571 3.2502423971891421 1.5938121564686296 3.4849362634122372 leaf_count=168 10 22 20 20 64 internal_value=-0.0007687 -0.0452395 -0.0715549 0.0959855 0.107943 internal_weight=19.8496 13.5991 10.3564 6.2505 5.07875 internal_count=304 210 188 94 84 is_linear=0 shrinkage=0.1 Tree=25 num_leaves=7 num_cat=0 split_feature=7 6 3 1 6 7 split_gain=7.76208 3.57824 1.12826 0.865271 0.0186899 1.72792e-05 threshold=0.61043996925116062 -0.21053462460047698 -0.15701893976595485 -0.69383996479091581 0.35744999921961512 1.243205796377653 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.042996592518035864 0.1189322391480175 -0.028294097144623134 0.055535602896441022 -0.11217597852763983 0.10576367661889692 0.10529091974033558 leaf_weight=2.9912900179624566 1.5601724237203587 3.0004637166857719 3.4533620513975629 4.5705353058874607 1.8413173705339434 1.3326794877648351 leaf_count=70 18 22 28 102 36 28 internal_value=-0.000736651 -0.038131 0.0165621 -0.0848102 0.10997 0.105565 internal_weight=18.7498 14.0157 6.45383 7.56183 4.73417 3.174 internal_count=304 222 50 172 82 64 is_linear=0 shrinkage=0.1 Tree=26 num_leaves=7 num_cat=0 split_feature=5 7 0 3 7 5 split_gain=6.88323 3.02502 2.33731 1.07897 0.00300527 2.98187e-05 threshold=0.39367690764113028 -0.085976858237168427 0.047249282782524438 -0.35415665906368471 0.63365386350077146 1.1552816581709069 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.10609178007492004 0.11075069034779193 0.049416259197724743 -0.068124482494810221 0.019119674596117402 0.10550475697445416 0.10486412546696255 leaf_weight=5.191105356439949 1.3531195037066925 4.626629140228034 2.6669571697711945 0.79339631274342526 1.1600390747189524 1.9443603679537771 leaf_count=145 19 39 17 16 24 44 internal_value=-0.00070346 -0.0367989 0.00643656 -0.0894919 0.106818 0.105104 internal_weight=17.7356 13.2781 7.29359 5.9845 4.45752 3.1044 internal_count=304 217 56 161 87 68 is_linear=0 shrinkage=0.1 Tree=27 num_leaves=7 num_cat=0 split_feature=7 6 1 2 4 5 split_gain=6.26469 3.13496 0.928038 0.889133 0.0218203 4.00112e-05 threshold=0.61043996925116062 -0.21053462460047698 -0.69383996479091581 -1.0000000180025095e-35 0.089566421365243884 1.0205362023079465 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.036392753450056742 0.12240488987090165 0.064143680643451106 -0.11203608606547617 -0.013542959055045316 0.1051453418381092 0.10440032449650116 leaf_weight=2.7107955645769843 0.89320832490920921 2.4241007752716541 4.0377180296927691 3.7558571211993703 1.1351605299860241 1.9750841110944746 leaf_count=70 8 16 102 34 25 49 internal_value=-0.000679709 -0.0345283 -0.0816511 0.0169298 0.108629 0.104672 internal_weight=16.9319 12.9285 6.74851 6.17996 4.00345 3.11024 internal_count=304 222 172 50 82 74 is_linear=0 shrinkage=0.1 Tree=28 num_leaves=7 num_cat=0 split_feature=4 7 1 7 3 4 split_gain=5.69899 1.98715 1.07626 0.888835 0.764247 0.0315034 threshold=0.23050791325099604 -0.06725597577780483 -0.1774353387680622 -0.085976858237168427 -0.35415665906368471 0.43885620560384792 decision_type=2 2 2 2 2 2 left_child=1 4 -3 -2 -1 -5 right_child=3 2 -4 5 -6 -7 leaf_value=-0.10391059365419464 -0.014515918502158741 0.037800765906616456 -0.045111567305926858 0.12872724046393866 -0.0043927580169223846 0.10483101756368628 leaf_weight=4.1586071513593206 0.68359050154685963 3.307553518563509 2.9726789779961118 0.65726954862475295 0.94748654030263413 3.4346454832702875 leaf_count=144 4 29 19 7 18 83 internal_value=-0.000656896 -0.0391135 -0.00144488 0.091036 -0.0854441 0.108669 internal_weight=16.1618 11.3863 6.28023 4.77551 5.10609 4.09192 internal_count=304 210 48 94 162 90 is_linear=0 shrinkage=0.1 Tree=29 num_leaves=7 num_cat=0 split_feature=5 7 2 3 7 5 split_gain=5.0925 2.25996 1.90709 1.14408 0.00319634 1.48432e-05 threshold=0.39367690764113028 -0.085976858237168427 -0.07368497493051078 -0.52316788354158494 0.58198422791292759 1.0205362023079465 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.11698592772038244 0.11045597997911211 0.044256349006626214 -0.063550554197219986 -0.01335390931501778 0.10412565744892488 0.10360381265349811 leaf_weight=3.3307246882468453 1.006212491542102 4.4586365297436714 2.5964400377124539 1.5662280283868311 0.80863778293132815 1.6722158305346964 leaf_count=125 15 39 17 36 22 50 internal_value=-0.000625383 -0.031647 0.00458078 -0.0838405 0.105702 0.103774 internal_weight=15.4391 11.952 7.05508 4.89695 3.48707 2.48085 internal_count=304 217 56 161 87 72 is_linear=0 shrinkage=0.1 Tree=30 num_leaves=7 num_cat=0 split_feature=7 6 1 1 4 5 split_gain=4.66619 2.5963 2.4159 1.06054 0.0150769 0.000131001 threshold=0.61043996925116062 -0.21053462460047698 0.088057392493098685 -0.69383996479091581 -0.0054158883838505796 0.84331663535774848 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.025052888009234373 0.1208090307169476 0.10889631321852795 -0.027790146482721507 -0.11248095947951818 0.10485150122331802 0.10328748674385638 leaf_weight=2.3163880333304396 0.65621154010295901 1.9237848222255696 3.9442248195409775 3.4598470479249954 0.77808540500700596 1.7180312648415563 leaf_count=70 6 15 35 102 20 56 internal_value=-0.000608641 -0.0298273 0.0170215 -0.0774205 0.107321 0.103775 internal_weight=14.7966 11.6442 5.86801 5.77624 3.15233 2.49612 internal_count=304 222 50 172 82 76 is_linear=0 shrinkage=0.1 Tree=31 num_leaves=6 num_cat=0 split_feature=4 2 6 7 7 split_gain=4.25665 1.63215 6.01965 0.802524 0.0334504 threshold=0.23050791325099604 -0.07368497493051078 -0.24156405093205277 -0.085976858237168427 0.092994778074348403 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.059869922368455321 -0.010495249320442195 -0.10012741587522736 0.15247311381843143 0.1304135821862242 0.10369583143672008 leaf_weight=5.7153804041445246 0.68821284174919162 2.7730015013366929 1.7419400624930856 0.5673872306942952 2.6913689151406288 leaf_count=173 4 22 15 5 85 internal_value=-0.000590949 -0.0346259 -0.0102692 0.0876257 0.108348 internal_weight=14.1773 10.2303 7.45732 3.94697 3.25876 internal_count=304 210 188 94 90 is_linear=0 shrinkage=0.1 Tree=32 num_leaves=7 num_cat=0 split_feature=5 7 0 3 7 5 split_gain=3.83997 1.76178 1.33172 1.28959 0.00333852 3.47183e-05 threshold=0.39367690764113028 -0.085976858237168427 0.047249282782524438 -0.52316788354158494 0.45992407427787652 1.0923028038001756 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.11784017851150008 0.1111222167089055 0.039679945739667516 -0.053323114639464257 0.00016741435982964184 0.10349080359843564 0.10266215159153969 leaf_weight=2.7715759966522446 0.67147776111960533 4.099667150527238 2.4655994717031717 1.3907080441713331 0.87181030213832889 1.2036901619285343 leaf_count=125 10 39 17 36 29 48 internal_value=-0.00050133 -0.027515 0.00475245 -0.0784113 0.104993 0.10301 internal_weight=13.4745 10.7276 6.56527 4.16228 2.74698 2.0755 internal_count=304 217 56 161 87 77 is_linear=0 shrinkage=0.1 Tree=33 num_leaves=7 num_cat=0 split_feature=7 6 2 1 4 5 split_gain=3.52768 1.97107 2.02861 1.16412 0.0126437 0.000156444 threshold=0.61043996925116062 -0.21053462460047698 -0.032437541810367045 -0.69383996479091581 -0.014607724811182254 0.76422691126427156 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.013355693060171803 0.12053684194754298 0.10573443780140641 -0.025422107369254116 -0.11174117050704101 0.10432805013073621 0.1024149118381773 leaf_weight=2.0350552089512339 0.52261614054441485 1.7112298309803007 3.7936699874699107 2.9401852339506149 0.63013269938528615 1.3287355341017244 leaf_count=70 5 13 37 102 19 58 internal_value=-0.000494469 -0.02588 0.0153487 -0.0714979 0.106717 0.10303 internal_weight=12.9616 10.4801 5.5049 4.97524 2.48148 1.95887 internal_count=304 222 50 172 82 77 is_linear=0 shrinkage=0.1 Tree=34 num_leaves=7 num_cat=0 split_feature=4 5 0 7 7 3 split_gain=3.21743 1.38862 3.57077 0.564536 0.0317867 0.0169957 threshold=0.23050791325099604 -0.66964049406005766 -0.62405200265225147 -0.053028105108688349 0.092994778074348403 -0.32048054194756576 decision_type=2 2 2 2 2 2 left_child=1 5 -3 -2 -5 -1 right_child=3 2 -4 4 -6 -7 leaf_value=-0.10199349533942369 0.011828139763931718 0.16468407115632122 -0.03910691623799855 0.13384275442097432 0.10295300974417708 -0.12384824025650537 leaf_weight=1.4069426087662575 0.81181216984987292 0.99640296492725511 6.2708719195798039 0.39635867252946022 2.08835026063025 0.47629507631063361 leaf_count=76 5 17 112 4 85 5 internal_value=-0.000480127 -0.0309961 -0.0111655 0.0842263 0.107881 -0.107521 internal_weight=12.447 9.15051 7.26727 3.29652 2.48471 1.88324 internal_count=304 210 129 94 89 81 is_linear=0 shrinkage=0.1 Tree=35 num_leaves=7 num_cat=0 split_feature=5 5 0 3 7 7 split_gain=2.90924 1.43916 2.3265 0.0125941 0.00351304 8.70868e-05 threshold=0.39367690764113028 -0.66964049406005766 -0.50797282204582139 -0.32048054194756576 0.23227814357201423 0.75421634653907355 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.10180041488430461 0.11322088926721174 0.10872152982635917 -0.03098589660658288 -0.1214364765249266 0.10359739880828751 0.10211106981363188 leaf_weight=1.275346024893224 0.37691944092512253 1.4516521403565983 6.6631456958130002 0.43908879533409972 0.58642689324915398 1.2026345971971748 leaf_count=76 5 32 104 5 20 62 internal_value=-0.000463526 -0.0235817 -0.0059937 -0.106829 0.104447 0.102598 internal_weight=11.9952 9.82923 8.1148 1.71443 2.16598 1.78906 internal_count=304 217 136 81 87 82 is_linear=0 shrinkage=0.1 Tree=36 num_leaves=7 num_cat=0 split_feature=7 6 2 1 5 4 split_gain=2.63013 1.60426 1.80987 1.30981 0.0046084 0.000438387 threshold=0.61043996925116062 -0.21053462460047698 -0.032437541810367045 -0.69383996479091581 -0.076467563358981902 0.3418312655375691 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=0.00017324613385078587 0.11507062455179702 0.10122773217987811 -0.024658254449783486 -0.11112844709369361 0.10559149491703645 0.10178378272880136 leaf_weight=1.7667613066732868 0.37622031196951877 1.6745792366564272 3.5914462581276885 2.6330876536667351 0.40661622211337145 1.1793052852153776 leaf_count=70 4 13 37 102 9 69 internal_value=-0.000437609 -0.0218656 0.0153731 -0.0664352 0.10512 0.10276 internal_weight=11.628 9.66587 5.26603 4.39985 1.96214 1.58592 internal_count=304 222 50 172 82 78 is_linear=0 shrinkage=0.1 Tree=37 num_leaves=7 num_cat=0 split_feature=5 5 0 3 7 7 split_gain=2.44979 1.33505 1.94831 0.0101237 0.0030411 0.0001349 threshold=0.39367690764113028 -0.66964049406005766 -0.50797282204582139 -1.0000000180025095e-35 0.092994778074348403 0.63365386350077146 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.1016587294856135 0.11312539581449139 0.10211736595064483 -0.027951824678789795 -0.12053689957250668 0.10372564747759686 0.10170548344655846 leaf_weight=1.1705895680934189 0.31332751363515932 1.4048980204388479 6.3877865709364423 0.37509075179695983 0.47700608987361182 1.0766083151102064 leaf_count=77 4 32 104 4 15 68 internal_value=-0.000435392 -0.0213419 -0.0045024 -0.10624 0.104138 0.102326 internal_weight=11.2053 9.33836 7.79268 1.54568 1.86694 1.55361 internal_count=304 217 136 81 87 83 is_linear=0 shrinkage=0.1 Tree=38 num_leaves=6 num_cat=0 split_feature=4 3 2 6 7 split_gain=2.19746 1.87269 1.27044 3.9117 0.0501753 threshold=0.23050791325099604 -0.52316788354158494 -0.07368497493051078 -0.24156405093205277 1.0000000180025095e-35 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.049964008919949711 -0.13685992977564079 0.13509241092662408 -0.086576298106222249 0.13521687450480099 0.10250533101655723 leaf_weight=4.2677074391394845 0.348421931266785 0.66725484281778458 2.4275097474455825 1.5568231977522371 1.6188152069225905 leaf_count=173 2 4 22 15 88 internal_value=-0.000412855 0.0791019 -0.0257982 -0.000467506 0.112017 internal_weight=10.8865 2.63449 8.25204 5.82453 2.28607 internal_count=304 94 210 188 92 is_linear=0 shrinkage=0.1 Tree=39 num_leaves=6 num_cat=0 split_feature=7 6 2 2 4 split_gain=2.02299 1.21602 1.62878 0.00300214 0.000306685 threshold=0.61043996925116062 -0.032265842850647805 -0.07368497493051078 -0.35144546732205179 0.23050791325099604 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.013053681321976516 0.11285257077510256 0.044441701646169535 -0.1304811100099651 0.10522370930645547 0.10141553643749646 leaf_weight=5.0404581273905924 0.34333770349621762 2.260186228901147 1.5427269954234359 0.27230905741453237 0.94661479536443949 leaf_count=178 4 28 16 6 72 internal_value=-0.000311887 -0.0188443 -0.040572 0.104593 0.102266 internal_weight=10.4056 8.84337 6.58319 1.56226 1.21892 internal_count=304 222 194 82 78 is_linear=0 shrinkage=0.1 Tree=40 num_leaves=7 num_cat=0 split_feature=5 5 0 3 7 7 split_gain=1.8329 1.20419 1.60122 0.00634573 0.00211381 7.71676e-05 threshold=0.39367690764113028 -0.66964049406005766 -0.50797282204582139 -1.0000000180025095e-35 0.092994778074348403 0.61043996925116062 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.10140723899205134 0.11159200312700446 0.095329984406367557 -0.02443184241495773 -0.1174034646886189 0.10307978306106165 0.10129415618998781 leaf_weight=0.99779120646417141 0.27160383015871126 1.3758247243240456 5.9202402979135522 0.33002286031842121 0.33979986049234845 0.84107169229537249 leaf_count=77 4 32 104 4 12 71 internal_value=-0.00028613 -0.0177895 -0.00184826 -0.105383 0.103638 0.101808 internal_weight=10.0764 8.62388 7.29607 1.32781 1.45248 1.18087 internal_count=304 217 136 81 87 83 is_linear=0 shrinkage=0.1 Tree=41 num_leaves=7 num_cat=0 split_feature=7 6 1 2 4 4 split_gain=1.6763 1.19082 1.52737 1.33173 0.00157498 0.000197726 threshold=0.61043996925116062 -0.21053462460047698 -0.69383996479091581 -0.032437541810367045 -0.014607724811182254 0.3418312655375691 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.020363419130695941 0.10979378463152381 0.091852646427738605 -0.11015895557386668 -0.020731714620004702 0.10424638420942119 0.10107255723252194 leaf_weight=1.4798503043130029 0.3440820574760437 1.5740107856690881 2.274565356317908 3.1598757412284604 0.26999500207603044 0.71903648413717747 leaf_count=70 5 13 102 37 8 69 internal_value=-0.000281282 -0.0166537 -0.0587119 0.0167024 0.103966 0.101939 internal_weight=9.82142 8.4883 3.75442 4.73389 1.33311 0.989031 internal_count=304 222 172 50 82 77 is_linear=0 shrinkage=0.1 Tree=42 num_leaves=7 num_cat=0 split_feature=5 6 0 7 7 7 split_gain=1.55863 1.14992 1.4664 0.00500199 0.00163452 6.83996e-05 threshold=0.39367690764113028 -0.64812689455630135 -0.50797282204582139 -0.13390231733313948 0.092994778074348403 0.61043996925116062 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.10156981759330624 0.11061461952274708 0.095154793640991941 -0.022343240703460734 -0.1157944894738501 0.10283662929550481 0.10105713991670069 leaf_weight=0.88018177775666118 0.25248604640364725 1.304277591407297 5.7219856679439554 0.34375085774809011 0.3144217077642677 0.69008863903582096 leaf_count=66 4 38 108 5 12 71 internal_value=-0.000309523 -0.016114 -0.000532209 -0.105565 0.103422 0.101614 internal_weight=9.50719 8.2502 7.02626 1.22393 1.257 1.00451 internal_count=304 217 146 71 87 83 is_linear=0 shrinkage=0.1 Tree=43 num_leaves=7 num_cat=0 split_feature=4 5 1 3 7 7 split_gain=1.39744 1.04871 1.26811 0.00363435 0.00115402 8.72645e-05 threshold=0.43885620560384792 -0.66964049406005766 -0.58266108648246584 -1.0000000180025095e-35 0.092994778074348403 0.61043996925116062 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.10119592361647226 0.10953233329550896 0.10920571689565833 -0.016955316566092997 -0.11429673575852702 0.10291038264245234 0.10087697635839116 leaf_weight=0.84177091671153903 0.23060065507888861 0.91641663573682119 6.0997150568291554 0.28292536735534557 0.33126218989491463 0.58159333420917392 leaf_count=77 4 18 120 4 13 68 internal_value=-0.000306752 -0.0148469 -0.000476711 -0.104492 0.103212 0.101615 internal_weight=9.28428 8.14083 7.01613 1.1247 1.14346 0.912856 internal_count=304 219 138 81 85 81 is_linear=0 shrinkage=0.1 Tree=44 num_leaves=7 num_cat=0 split_feature=7 6 1 1 5 4 split_gain=1.3249 0.995561 1.6291 0.964634 0.000862104 6.80039e-06 threshold=0.61043996925116062 -0.21053462460047698 -0.69383996479091581 0.088057392493098685 0.21938658973143133 0.91070380887354152 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=0.031284879911170564 0.10672728874279609 0.078002204457974122 -0.1100916847619986 -0.017873406151314702 0.10148860923619135 0.10078915094805277 leaf_weight=1.333965117111801 0.46345481462776728 1.6263935547322024 2.095326477196068 2.9580816943198442 0.21030817460268736 0.40993733936920762 leaf_count=70 9 15 102 35 20 53 internal_value=-0.00031101 -0.0143445 -0.0550974 0.0161395 0.103464 0.101026 internal_weight=9.09747 8.01377 3.42929 4.58448 1.0837 0.620246 internal_count=304 222 172 50 82 73 is_linear=0 shrinkage=0.1 Tree=45 num_leaves=6 num_cat=0 split_feature=6 0 7 7 3 split_gain=1.30242 1.40762 2.14278 0.00320497 8.56719e-06 threshold=-0.64812689455630135 -0.65621852257933422 -0.4578484674099686 -0.13390231733313948 -0.63630450171820918 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10108595281774096 0.13376657890362029 -0.13124373011366863 0.022523730613010613 -0.11343413646111296 -0.10181743316069736 leaf_weight=0.50652170274406672 0.86825058609247197 1.0725146271288384 5.8458807333372542 0.30951606947928645 0.23412347957491875 leaf_count=48 14 62 157 5 18 internal_value=-0.000350425 0.0137483 -0.00131386 -0.104888 -0.101317 internal_weight=8.83681 7.78665 6.9184 1.05016 0.740645 internal_count=304 233 219 71 66 is_linear=0 shrinkage=0.1 Tree=46 num_leaves=6 num_cat=0 split_feature=4 2 4 7 6 split_gain=1.20462 0.973872 2.61104 0.964793 0.0258466 threshold=0.23050791325099604 -0.07368497493051078 -0.1708689440758209 -0.43493410727970733 0.15107423018328928 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.044549273944891631 -0.058154468087666444 -0.076627757297184004 0.11652797106939115 0.1396794994165341 0.10449389756819666 leaf_weight=3.2545061903074379 0.44333736598491658 2.0996746392920613 1.4568058615550401 0.25410891138017166 1.1701712845824657 leaf_count=170 2 22 18 4 88 internal_value=-0.00047624 -0.0199854 0.00525814 0.0706716 0.110771 internal_weight=8.6786 6.81099 4.71131 1.86762 1.42428 internal_count=304 210 188 94 92 is_linear=0 shrinkage=0.1 Tree=47 num_leaves=6 num_cat=0 split_feature=6 0 4 7 3 split_gain=1.10986 1.20714 1.85654 0.0023319 6.23898e-06 threshold=-0.64812689455630135 -0.65621852257933422 -0.1708689440758209 -1.0000000180025095e-35 -0.62634040714078065 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10093437450810001 0.12167828829261618 -0.10668835772874481 0.024832782570285532 -0.11242798631052907 -0.10160104463274473 leaf_weight=0.4615524229593575 0.890053130686283 1.3544524074532089 5.1702229394577444 0.2525719329714774 0.20172888040542603 leaf_count=51 14 86 133 3 17 internal_value=-0.00039513 0.0124329 -0.00246959 -0.104251 -0.101137 internal_weight=8.33058 7.41473 6.52468 0.915853 0.663281 internal_count=304 233 219 71 68 is_linear=0 shrinkage=0.1 Tree=48 num_leaves=6 num_cat=0 split_feature=6 3 2 6 5 split_gain=1.03156 1.68358 1.6708 2.07574 0.651004 threshold=-0.032265842850647805 1.0000000180025095e-35 -0.07368497493051078 -0.18543603044862059 0.12857986947595793 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.031973097015581792 -0.026286479251050474 0.29186065866819771 -0.12207259454006752 0.13203247989985598 0.10313467728938155 leaf_weight=3.3301538645755495 1.2818890847265723 0.2252344489097593 1.330627088434994 1.0044904649257662 0.96960450010374188 leaf_count=177 9 1 17 9 91 internal_value=-0.000521063 0.0533125 -0.0240559 0.0060328 0.138711 internal_weight=8.142 2.47673 5.66527 4.33464 1.19484 internal_count=304 101 203 186 92 is_linear=0 shrinkage=0.1 Tree=49 num_leaves=6 num_cat=0 split_feature=5 0 7 7 3 split_gain=0.964008 0.979288 1.70516 0.00131495 5.62611e-06 threshold=-0.66964049406005766 -0.65621852257933422 -0.4578484674099686 -0.13390231733313948 -0.62634040714078065 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.1008081561646702 0.10754807564501501 -0.13181132339699916 0.018537351369294113 -0.11037803705393356 -0.10149148903224198 leaf_weight=0.4592850839253515 0.92103370465338219 0.88067370234057296 5.258418437326327 0.19607338402420271 0.16333752521313727 leaf_count=62 12 54 157 4 15 internal_value=-0.000516506 0.011395 -0.00303068 -0.103236 -0.100987 internal_weight=7.87882 7.06013 6.13909 0.818696 0.622623 internal_count=304 223 211 81 77 is_linear=0 shrinkage=0.1 Tree=50 num_leaves=6 num_cat=0 split_feature=4 2 6 7 5 split_gain=0.949973 0.831686 1.80278 0.780111 0.0215719 threshold=0.23050791325099604 -0.07368497493051078 -0.18543603044862059 -0.43493410727970733 0.21938658973143133 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.030110972209068661 -0.045205931952339962 -0.072593817869681443 0.12420937628319612 0.13959426757113599 0.10378143531035877 leaf_weight=3.1903063689824189 0.44677516818046559 1.9484250443056224 0.99250428937375579 0.20318755507469155 0.9766247586812824 leaf_count=177 2 22 11 1 91 internal_value=-0.00060662 -0.0186306 0.00650642 0.0673327 0.109949 internal_weight=7.75782 6.13124 4.18281 1.62659 1.17981 internal_count=304 210 188 94 92 is_linear=0 shrinkage=0.1 Tree=51 num_leaves=7 num_cat=0 split_feature=7 6 1 7 4 5 split_gain=0.879189 0.681657 2.63956 0.00118694 0.000329641 7.58911e-07 threshold=0.61043996925116062 -0.64812689455630135 -0.65293261794518387 -1.0000000180025095e-35 0.23050791325099604 0.94730497629546784 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.10087468341218418 0.10479477657416236 0.20514617026300075 -0.022114663631968637 -0.10976384720461552 0.10078821468596587 0.10048328348633778 leaf_weight=0.51252062083221972 0.37382633239030827 0.56383503321558226 5.4614139162003994 0.21249141916632641 0.12163546867668629 0.24808444501832128 leaf_count=68 10 14 137 3 20 52 internal_value=-0.000503103 -0.0118711 -0.000847888 -0.10348 0.102701 0.100584 internal_weight=7.49381 6.75026 6.02525 0.725012 0.743546 0.36972 internal_count=304 222 151 71 82 72 is_linear=0 shrinkage=0.1 Tree=52 num_leaves=6 num_cat=0 split_feature=6 3 2 4 5 split_gain=0.833271 1.41193 1.33523 1.58067 0.418722 threshold=-0.032265842850647805 1.0000000180025095e-35 -0.07368497493051078 -0.1708689440758209 0.12857986947595793 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.038050879667798382 -0.020749718091617544 0.25463691118222354 -0.11753738976261879 0.097207174177982913 0.1027076198586898 leaf_weight=2.736980177462101 1.2415227852761748 0.23849014937877644 1.1519984779879449 1.2625694153830411 0.75782806403003633 leaf_count=170 9 1 17 16 91 internal_value=-0.00054331 0.0504066 -0.022676 0.0046471 0.139075 internal_weight=7.38939 2.23784 5.15155 3.99955 0.996318 internal_count=304 101 203 186 92 is_linear=0 shrinkage=0.1 Tree=53 num_leaves=7 num_cat=0 split_feature=4 1 6 4 7 5 split_gain=0.765443 0.822142 4.33847 0.972518 0.66138 0.0149555 threshold=0.23050791325099604 -0.69383996479091581 -0.64812689455630135 -0.1708689440758209 -0.43493410727970733 0.25014370465667224 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.10314212656027499 -0.035843014239875584 -0.09604735881277901 0.32124765665154076 -0.00085751019387122747 0.13380287046236078 0.10362040702487783 leaf_weight=0.60828567389398813 0.45292286574840546 1.664584182435646 0.39881545305252053 3.0214652596041565 0.20731009449809767 0.78890885971486568 leaf_count=65 2 101 5 39 2 90 internal_value=-0.000537583 -0.017054 0.0649177 -0.034671 0.0643495 0.109901 internal_weight=7.14229 5.69315 1.0071 4.68605 1.44914 0.996219 internal_count=304 210 70 140 94 92 is_linear=0 shrinkage=0.1 Tree=54 num_leaves=7 num_cat=0 split_feature=7 5 1 7 0 4 split_gain=0.716891 0.575666 2.115 0.000475329 0.00031216 8.66874e-05 threshold=0.61043996925116062 -0.66964049406005766 -0.67196871004171255 -0.085976858237168427 -0.30378534772607707 0.23050791325099604 decision_type=2 2 2 2 2 2 left_child=1 3 -3 -1 -2 -6 right_child=4 2 -4 -5 5 -7 leaf_value=-0.10081022280648869 0.10721186146542037 0.18567354350504461 -0.020626743163897617 -0.10725174170825894 0.10311660984320251 0.10042730011738193 leaf_weight=0.46489332616329193 0.12505278363823891 0.5500791436061262 5.1449904446490109 0.15201441571116436 0.21397506352514017 0.27250751503743231 leaf_count=78 2 8 133 3 8 72 internal_value=-0.00062401 -0.0106399 -0.000700475 -0.102398 0.102756 0.10161 internal_weight=6.92351 6.31198 5.69507 0.616908 0.611535 0.486483 internal_count=304 222 141 81 82 80 is_linear=0 shrinkage=0.1 Tree=55 num_leaves=6 num_cat=0 split_feature=6 0 7 3 4 split_gain=0.716394 1.65434 1.2505 0.84581 0.0203345 threshold=-0.58297369466894822 -0.50797282204582139 -0.4578484674099686 0.18831892039859066 -0.6120770925877419 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.1025874598080488 0.18337026446602633 -0.1328303562559445 0.016630175595483253 0.081716826379907431 -0.13635115341485476 leaf_weight=0.78761055343784381 0.52881175465881813 0.64273108006454904 4.3384881352540114 0.29637666046619404 0.23059981502592553 leaf_count=93 18 40 148 2 3 internal_value=-0.000626934 0.0151985 -0.00265485 -0.0669583 -0.110234 internal_weight=6.82462 5.51003 4.98122 1.31459 1.01821 internal_count=304 206 188 98 96 is_linear=0 shrinkage=0.1 Tree=56 num_leaves=7 num_cat=0 split_feature=4 1 5 4 7 5 split_gain=0.700329 0.67 2.78099 0.898841 0.528133 0.010614 threshold=0.23050791325099604 -0.69383996479091581 -0.66964049406005766 -0.1708689440758209 -0.43493410727970733 0.25014370465667224 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.10252466470634758 -0.023971647182836908 -0.095554110950192617 0.24769966423957657 -0.00064647641475893119 0.12997567527946582 0.10341036719983854 leaf_weight=0.4845795314759016 0.44965817034244537 1.5089894375996658 0.42609230056405056 2.9461663030087952 0.1923983311280606 0.68900765036232769 leaf_count=67 2 101 3 39 2 90 internal_value=-0.000709973 -0.0168163 0.061341 -0.0327923 0.0642182 0.109209 internal_weight=6.69689 5.36583 0.910672 4.45516 1.33106 0.881406 internal_count=304 210 70 140 94 92 is_linear=0 shrinkage=0.1 Tree=57 num_leaves=6 num_cat=0 split_feature=6 0 7 3 7 split_gain=0.622636 1.22208 1.07206 0.623629 0.0128507 threshold=-0.58297369466894822 -0.50797282204582139 -0.4578484674099686 0.18831892039859066 0.38953355623066915 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10249168550030191 0.15378976317117754 -0.13008578492829551 0.014831396312977363 0.065927899691859762 -0.13222310103619939 leaf_weight=0.68820209184195824 0.55677259527146805 0.58088209549896319 4.2120118909515449 0.26681996136903763 0.18431161344051361 leaf_count=95 18 40 148 2 1 internal_value=-0.000737082 0.0135581 -0.00273206 -0.0678593 -0.108772 internal_weight=6.489 5.34967 4.79289 1.13933 0.872514 internal_count=304 206 188 98 96 is_linear=0 shrinkage=0.1 Tree=58 num_leaves=6 num_cat=0 split_feature=4 2 6 0 1 split_gain=0.641011 0.666525 1.40886 0.489494 0.932947 threshold=0.23050791325099604 -0.07368497493051078 -0.18543603044862059 0.72694183428523529 0.74865029056625543 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.028888630139819949 0.12186479863170052 -0.066853521342480224 0.11742555355821865 -0.15827049860652026 0.10241234635052934 leaf_weight=2.5204619003925472 0.66830264218151547 1.7323060245253143 0.89065988780930672 0.23262093961238861 0.33499370631761849 leaf_count=177 29 22 11 1 64 internal_value=-0.000800112 -0.0163388 0.00931469 0.0638659 -0.0044212 internal_weight=6.37935 5.14343 3.41112 1.23592 0.567615 internal_count=304 210 188 94 65 is_linear=0 shrinkage=0.1 Tree=59 num_leaves=7 num_cat=0 split_feature=4 1 6 4 0 1 split_gain=0.561707 0.597768 2.20133 0.773186 0.435045 0.813712 threshold=0.23050791325099604 -0.69383996479091581 -0.64812689455630135 -0.1708689440758209 0.72694183428523529 0.74865029056625543 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.10335569707905362 0.11976792990355743 -0.092900363712162704 0.2204002216730411 -0.00084209369314392944 -0.14974080042173141 0.10219518088556148 leaf_weight=0.41160957142710686 0.61474998644553103 1.3484234752831974 0.42879995238035906 2.8211037102155392 0.22183622419834137 0.30372624192386866 leaf_count=65 29 101 5 39 1 64 internal_value=-0.000687858 -0.0151058 0.0618334 -0.0306137 0.0626572 -0.00414523 internal_weight=6.15025 5.00994 0.84041 4.16953 1.14031 0.525562 internal_count=304 210 70 140 94 65 is_linear=0 shrinkage=0.1 Tree=60 num_leaves=7 num_cat=0 split_feature=7 7 3 4 4 5 split_gain=0.539002 0.487829 1.62533 0.144631 0.000140836 6.0963e-08 threshold=0.61043996925116062 0.022604260027140909 -0.40422938750974913 -0.1708689440758209 0.23050791325099604 0.94730497629546784 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.039205874496287652 0.10386282753020636 -0.070547871163156431 0.11752128439041441 -0.022263750073713715 0.10035512733664789 0.10022855599193548 leaf_weight=1.7691618368262425 0.29210260976105917 0.99058858770877156 1.0570271932519972 1.6599202523939309 0.056197391473688185 0.11786453262902796 leaf_count=147 10 19 27 29 20 52 internal_value=-0.000704478 -0.00949081 0.0194119 -0.0403092 0.102521 0.100269 internal_weight=5.94286 5.4767 2.82619 2.65051 0.466165 0.174062 internal_count=304 222 174 48 82 72 is_linear=0 shrinkage=0.1 Tree=61 num_leaves=6 num_cat=0 split_feature=4 2 6 0 1 split_gain=0.468242 0.63865 1.16956 0.38717 0.678795 threshold=0.23050791325099604 -0.07368497493051078 -0.18543603044862059 0.72694183428523529 0.74865029056625543 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=-0.024229723668997019 0.11800505404012572 -0.063850241842992372 0.11252080832052072 -0.14117695934977811 0.10178674397687687 leaf_weight=2.3178664557635784 0.54882667097263016 1.6617675293236969 0.85651052277535233 0.20659825205802917 0.25932426354847848 leaf_count=177 29 22 11 1 64 internal_value=-0.000666067 -0.0136245 0.0126683 0.0610921 -0.00594764 internal_weight=5.85089 4.83614 3.17438 1.01475 0.465923 internal_count=304 210 188 94 65 is_linear=0 shrinkage=0.1 Tree=62 num_leaves=6 num_cat=0 split_feature=6 3 2 6 5 split_gain=0.429999 1.15406 1.10417 0.96695 0.213514 threshold=-0.032265842850647805 -1.0000000180025095e-35 -0.07368497493051078 -0.18543603044862059 0.12857986947595793 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.022103209123363346 -0.025074123485885471 0.22043819651470975 -0.11235606428185781 0.1056380944308013 0.10162336743676514 leaf_weight=2.2884001465281472 0.97941830009222031 0.24785092473030068 0.94901165831834111 0.79963399562984694 0.38804335729219019 leaf_count=177 9 1 17 9 91 internal_value=-0.000570445 0.0430332 -0.0180172 0.0109749 0.147934 internal_weight=5.65236 1.61531 4.03705 3.08803 0.635894 internal_count=304 101 203 186 92 is_linear=0 shrinkage=0.1 Tree=63 num_leaves=6 num_cat=0 split_feature=3 1 4 7 5 split_gain=0.412787 0.58336 0.918311 0.000705974 6.68947e-06 threshold=-0.73481029747734361 -0.69383996479091581 -0.1708689440758209 -0.43493410727970733 -0.65162561246098794 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10033460947714795 0.093537404457664647 -0.087606137207252369 0.019011556666937254 -0.11083130843661158 -0.10134238823645657 leaf_weight=0.15882013191003352 0.67303878115490068 1.0599314277060328 3.3968036740552634 0.09342609648592759 0.11253781500272453 leaf_count=54 29 68 130 2 21 internal_value=-0.00054931 0.00675982 -0.006345 -0.103334 -0.100753 internal_weight=5.49456 5.12977 4.45674 0.364784 0.271358 internal_count=304 227 198 77 75 is_linear=0 shrinkage=0.1 Tree=64 num_leaves=6 num_cat=0 split_feature=5 1 4 7 3 split_gain=0.421638 1.51759 0.806672 0.000230472 3.37987e-06 threshold=-0.66964049406005766 -0.69383996479091581 -0.1708689440758209 -0.085976858237168427 -0.67351219665923945 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10026911334656603 0.18229075175903525 -0.085522550655629331 0.013183004766671981 -0.10592051311594862 -0.10099133500337804 leaf_weight=0.14337434282060713 0.45004048198461521 1.0840935681480912 3.5045159666333348 0.11791444197297085 0.11823217244818807 leaf_count=56 3 87 133 3 22 internal_value=-0.000605773 0.00705027 -0.0101369 -0.10225 -0.100596 internal_weight=5.41817 5.03865 4.58861 0.379521 0.261607 internal_count=304 223 220 81 78 is_linear=0 shrinkage=0.1 Tree=65 num_leaves=6 num_cat=0 split_feature=6 2 7 3 7 split_gain=0.409826 0.964792 0.746516 0.412896 0.00285006 threshold=-0.58297369466894822 -0.59073613151736437 -0.4578484674099686 0.18831892039859066 0.38953355623066915 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10219821906109872 0.15287191797321739 -0.11772132325098486 0.012366853250445066 0.054743178758466585 -0.1187025995294802 leaf_weight=0.49415938893798728 0.43512566154822696 0.5038913678145035 3.5414842383470386 0.21557449549436569 0.13273376226425171 leaf_count=95 9 46 151 2 1 internal_value=-0.000650026 0.0113819 -0.00383691 -0.0646397 -0.105693 internal_weight=5.32297 4.4805 4.04538 0.842468 0.626893 internal_count=304 206 197 98 96 is_linear=0 shrinkage=0.1 Tree=66 num_leaves=6 num_cat=0 split_feature=4 3 2 6 5 split_gain=0.394142 0.646731 0.571123 0.768896 0.00835899 threshold=0.23050791325099604 -0.52316788354158494 -0.07368497493051078 -0.18543603044862059 0.25014370465667224 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.018272124959638383 -0.082346037009119674 0.124381334655512 -0.061642784182474479 0.099079021000153367 0.101516650815848 leaf_weight=2.0331831573275849 0.23228225484490395 0.30556392669677723 1.5531450745183972 0.76970047154463861 0.33538697718176991 leaf_count=177 2 3 22 11 89 internal_value=-0.000708189 0.0606096 -0.0130003 0.0139537 0.112417 internal_weight=5.22926 0.873233 4.35603 2.80288 0.640951 internal_count=304 94 210 188 92 is_linear=0 shrinkage=0.1 Tree=67 num_leaves=6 num_cat=0 split_feature=4 3 2 4 5 split_gain=0.342773 0.572191 0.479065 0.652362 0.00599196 threshold=0.23050791325099604 -0.52316788354158494 -0.07368497493051078 -0.1708689440758209 0.25014370465667224 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.024422030625113264 -0.075529140848850915 0.12160637173522515 -0.057327178059495831 0.076347231284244879 0.10137484829710899 leaf_weight=1.7388445459073407 0.22814884781837463 0.28246848611161102 1.5056225722655652 1.0188777325674894 0.30387359613087028 leaf_count=170 2 3 22 18 89 internal_value=-0.000604095 0.0588383 -0.0119603 0.0128085 0.111121 internal_weight=5.07784 0.814491 4.26334 2.75772 0.586342 internal_count=304 94 210 188 92 is_linear=0 shrinkage=0.1 Tree=68 num_leaves=6 num_cat=0 split_feature=6 1 7 7 3 split_gain=0.350164 1.24283 0.656755 0.000303343 3.53331e-07 threshold=-0.64812689455630135 -0.69383996479091581 -0.4578484674099686 -1.0000000180025095e-35 -0.58925883997921169 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.100222759330164 0.16598341223002711 -0.11235283834294629 0.0049705951273047166 -0.10659815868887404 -0.1005264724759347 leaf_weight=0.11310992878861725 0.44139732606708992 0.54937497107312072 3.6280900369747542 0.14038086868822564 0.05791940726339817 leaf_count=52 5 65 163 3 16 internal_value=-0.000516889 0.006403 -0.0104585 -0.103153 -0.100326 internal_weight=4.93027 4.61886 4.17747 0.31141 0.171029 internal_count=304 233 228 71 68 is_linear=0 shrinkage=0.1 Tree=69 num_leaves=6 num_cat=0 split_feature=2 0 2 6 5 split_gain=0.359872 1.04673 0.637991 0.621252 0.573035 threshold=0.25921097520075126 0.56890632333913149 -0.07368497493051078 -0.18543603044862059 0.54599785774708554 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.017548568271404198 0.16465640180155061 -0.10803101679960102 -0.077157644944130244 0.090738766883918243 0.10205865092308819 leaf_weight=1.9393796978401954 0.45809083350468405 0.38633396849036217 1.1466299901949244 0.72892963077174489 0.19554157450329512 leaf_count=177 12 3 31 13 68 internal_value=-0.00055906 0.0515865 -0.0147741 0.0120334 -0.0374296 internal_weight=4.85491 1.03997 3.81494 2.66831 0.581876 internal_count=304 83 221 190 71 is_linear=0 shrinkage=0.1 Tree=70 num_leaves=7 num_cat=0 split_feature=7 7 3 1 0 4 split_gain=0.420376 0.420631 1.12404 0.315551 0.000115633 4.43592e-05 threshold=0.61043996925116062 1.0000000180025095e-35 -0.40422938750974913 1.0000000180025095e-35 -0.30378534772607707 0.23050791325099604 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.036781457573702395 0.10585204983495496 -0.0071915004392124841 0.10685516142266392 -0.085660904396751739 0.10288329219470226 0.10014879266375767 leaf_weight=1.362061663181521 0.10408844798803329 1.1699189743958416 0.90802176226861786 0.91193236503750075 0.16557447239756573 0.09244626434519887 leaf_count=147 2 27 24 24 8 72 internal_value=-0.000485999 -0.00909991 0.0206725 -0.0415642 0.103039 0.101904 internal_weight=4.71404 4.35193 2.27008 2.08185 0.362109 0.258021 internal_count=304 222 171 51 82 80 is_linear=0 shrinkage=0.1 Tree=71 num_leaves=6 num_cat=0 split_feature=6 5 7 3 7 split_gain=0.315782 0.890263 0.551745 0.352581 0.00171827 threshold=-0.58297369466894822 -0.62819162013699492 -0.4578484674099686 0.18831892039859066 0.38953355623066915 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10181638095104084 0.18350541695757147 -0.11194475633245141 0.011346242534400553 0.052894901949765531 -0.1156035149275418 leaf_weight=0.40036161773605261 0.27695488603785667 0.40875548555050079 3.2407862021354958 0.1949009858071804 0.11675629019737244 leaf_count=95 5 46 155 2 1 internal_value=-0.000456203 0.0106546 -0.00246258 -0.0617281 -0.104929 internal_weight=4.63852 3.9265 3.64954 0.712019 0.517118 internal_count=304 206 201 98 96 is_linear=0 shrinkage=0.1 Tree=72 num_leaves=6 num_cat=0 split_feature=4 7 2 6 5 split_gain=0.327535 0.555596 0.338281 0.577486 0.00300251 threshold=0.23050791325099604 -0.4578484674099686 -0.07368497493051078 -0.18543603044862059 0.25014370465667224 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.018949895976831901 -0.11889912316634227 0.11695368676343121 -0.052095893271051755 0.088999373813235347 0.10199445273944588 leaf_weight=1.8576524198870177 0.13368554413318634 0.24316433118656267 1.3521514353342357 0.6758682511281221 0.29934629169292748 leaf_count=177 1 3 22 11 90 internal_value=-0.000529711 0.0637027 -0.0117076 0.00984777 0.108699 internal_weight=4.56187 0.676196 3.88567 2.53352 0.542511 internal_count=304 94 210 188 93 is_linear=0 shrinkage=0.1 Tree=73 num_leaves=6 num_cat=0 split_feature=2 0 2 4 1 split_gain=0.32833 0.796622 0.495264 0.506047 0.229697 threshold=0.25921097520075126 0.56890632333913149 -0.07368497493051078 -0.1708689440758209 0.55828936960096809 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.024795622851807912 0.15450611251143881 -0.12765625064480499 -0.073118447853286056 0.068179368488988146 0.016645571817640724 leaf_weight=1.5815392595832238 0.41810941678704683 0.16971065104007721 1.016320603201166 0.92944082070607681 0.31515275134006515 leaf_count=170 12 1 31 20 70 internal_value=-0.000446161 0.053359 -0.01422 0.00961913 -0.0338626 internal_weight=4.43027 0.902973 3.5273 2.51098 0.484863 internal_count=304 83 221 190 71 is_linear=0 shrinkage=0.1 Tree=74 num_leaves=6 num_cat=0 split_feature=6 3 2 6 5 split_gain=0.285183 0.731303 0.641569 0.411781 0.0575368 threshold=-0.032265842850647805 -1.0000000180025095e-35 -0.07368497493051078 -0.18543603044862059 0.12857986947595793 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.016259636052142905 -0.02361447093996457 0.17044754356237202 -0.101701473590413 0.078012672129593688 0.1014310595206899 leaf_weight=1.8184911619173365 0.70568834245204926 0.24248471856117226 0.68596766865812275 0.62175677763298143 0.24069159757345915 leaf_count=177 9 1 17 9 91 internal_value=-0.000404847 0.0412831 -0.0162583 0.00776024 0.136067 internal_weight=4.31508 1.18886 3.12622 2.44025 0.483176 internal_count=304 101 203 186 92 is_linear=0 shrinkage=0.1 Tree=75 num_leaves=6 num_cat=0 split_feature=3 7 4 7 5 split_gain=0.276565 0.606817 0.434099 0.000566567 3.46031e-06 threshold=-0.73481029747734361 -0.64318520375766886 -0.1708689440758209 -0.43493410727970733 -0.65162561246098794 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10018253876182055 0.138758370048739 -0.057916604118261272 0.017165767864648043 -0.11064230253640937 -0.10114348410659975 leaf_weight=0.083613285969477147 0.31657508102944154 1.104593360796571 2.5424380847252905 0.089660151279531308 0.067906657699495554 leaf_count=54 26 73 128 2 21 internal_value=-0.000373162 0.00595318 -0.00557478 -0.104342 -0.100613 internal_weight=4.20479 3.96361 3.64703 0.24118 0.15152 internal_count=304 227 201 77 75 is_linear=0 shrinkage=0.1 Tree=76 num_leaves=7 num_cat=0 split_feature=7 1 5 6 0 4 split_gain=0.369979 0.328963 0.85625 0.684552 0.000105532 3.31658e-05 threshold=0.61043996925116062 -0.69383996479091581 -0.66964049406005766 -0.21053462460047698 -0.30378534772607707 0.23050791325099604 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.10200501890234291 0.10585627906218059 -0.10418802520862308 0.13692129456698343 0.0039824717479530983 0.10280627968570094 0.10010976989881895 leaf_weight=0.2283623170806095 0.10415545105934143 0.77383492747321758 0.43707385286688838 2.3980453782714903 0.14789896504953493 0.06595294113503769 leaf_count=67 2 102 3 50 8 72 internal_value=-0.000406848 -0.0089968 0.0549273 -0.0224076 0.103246 0.101975 internal_weight=4.15532 3.83732 0.665436 3.17188 0.318007 0.213852 internal_count=304 222 70 152 82 80 is_linear=0 shrinkage=0.1 Tree=77 num_leaves=6 num_cat=0 split_feature=6 1 7 7 3 split_gain=0.243586 0.73621 0.488841 0.000134108 1.85412e-07 threshold=-0.64812689455630135 -0.69383996479091581 -0.4578484674099686 -1.0000000180025095e-35 -0.54435735049105294 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10014409920150209 0.13022938409663329 -0.11055306802151305 0.0043374588115308831 -0.10516295383539737 -0.1004277130513192 leaf_weight=0.077894602087326348 0.42071967199444804 0.42330501717515323 2.9597427321714349 0.10964052006602276 0.032738598703872412 leaf_count=57 5 65 163 3 11 internal_value=-0.000444456 0.00547619 -0.0100383 -0.102684 -0.100228 internal_weight=4.02404 3.80377 3.38305 0.220274 0.110633 internal_count=304 233 228 71 68 is_linear=0 shrinkage=0.1 Tree=78 num_leaves=7 num_cat=0 split_feature=4 7 0 4 1 5 split_gain=0.259258 0.453654 0.29823 0.689475 0.0914491 0.00160532 threshold=0.23050791325099604 -0.4578484674099686 -0.14435129243531772 -0.1708689440758209 0.20713422390542777 0.25014370465667224 decision_type=2 2 2 2 2 2 left_child=2 -2 3 -1 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=-0.019666970434220415 -0.11523877080684003 0.11376041111665935 -0.066099430671852463 0.1216826433826258 -0.018248779648567619 0.10180358084455098 leaf_weight=1.3279042316717098 0.11475000530481339 0.21439576870761801 0.80431441526161485 0.46625506551936302 0.79334513749927282 0.23576533919549547 leaf_count=161 1 3 30 9 10 90 internal_value=-0.00046886 0.0622538 -0.0109154 0.0170661 -0.0423384 0.107498 internal_weight=3.95673 0.564911 3.39182 1.79416 1.59766 0.450161 internal_count=304 94 210 170 40 93 is_linear=0 shrinkage=0.1 Tree=79 num_leaves=7 num_cat=0 split_feature=7 7 3 0 0 4 split_gain=0.323394 0.28103 0.697524 0.375678 7.84502e-05 2.28054e-05 threshold=0.61043996925116062 1.0000000180025095e-35 -0.40422938750974913 0.047249282782524438 -0.30378534772607707 0.23050791325099604 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.034918380662880999 0.10534961258780809 0.0009779791221065546 0.088420513554177335 -0.09529489988247615 0.10253774117242612 0.10008910144050887 leaf_weight=1.0660308325022927 0.096058309078216553 0.99542667390778639 0.80459226993843946 0.68374389805831015 0.13066439703106869 0.053653595561627299 leaf_count=147 2 29 24 22 8 72 internal_value=-0.000359653 -0.00852596 0.0181321 -0.0382235 0.103033 0.101825 internal_weight=3.83017 3.54979 1.87062 1.67917 0.280376 0.184318 internal_count=304 222 171 51 82 80 is_linear=0 shrinkage=0.1 Tree=80 num_leaves=7 num_cat=0 split_feature=4 7 1 5 7 5 split_gain=0.231996 0.395522 0.250635 0.635865 0.524504 0.00114515 threshold=0.23050791325099604 -0.4578484674099686 -0.69383996479091581 -0.66964049406005766 -0.06725597577780483 0.25014370465667224 decision_type=2 2 2 2 2 2 left_child=2 -2 3 -1 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=-0.1016935617369733 -0.1131140718672554 0.11229142444455353 -0.1053258468015331 0.11962377831977218 0.00079444584819979768 0.10166097599964743 leaf_weight=0.19135215133428574 0.10249537229537964 0.19299973594024766 0.60306085410411592 0.40369145572185594 2.0455200946889809 0.21336205676198006 leaf_count=67 1 3 96 3 44 90 internal_value=-0.000344274 0.0624323 -0.0101926 0.0484533 -0.0233683 0.10671 internal_weight=3.75248 0.508857 3.24362 0.595044 2.64858 0.406362 internal_count=304 94 210 70 140 93 is_linear=0 shrinkage=0.1 Tree=81 num_leaves=6 num_cat=0 split_feature=2 0 2 4 1 split_gain=0.209539 0.568631 0.380109 0.387587 0.169084 threshold=0.25921097520075126 0.56890632333913149 -0.07368497493051078 -0.1708689440758209 0.55828936960096809 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.023612348649833553 0.1383588198422219 -0.12178708224881894 -0.070074567657382777 0.065510005916687195 0.015346229548437607 leaf_weight=1.280144711170579 0.35466709942556907 0.14689150452613831 0.82056565437233064 0.78856246994109858 0.2317907914693933 leaf_count=170 12 1 31 20 70 internal_value=-0.000367227 0.0473703 -0.0124839 0.0103599 -0.037848 internal_weight=3.62262 0.733349 2.88927 2.06871 0.378682 internal_count=304 83 221 190 71 is_linear=0 shrinkage=0.1 Tree=82 num_leaves=7 num_cat=0 split_feature=4 7 1 6 7 5 split_gain=0.190643 0.355462 0.229288 0.587165 0.476718 0.000682493 threshold=0.23050791325099604 -0.4578484674099686 -0.69383996479091581 -0.64812689455630135 -0.06725597577780483 0.25014370465667224 decision_type=2 2 2 2 2 2 left_child=2 -2 3 -1 -4 -3 right_child=1 5 4 -5 -6 -7 leaf_value=-0.10260062779181736 -0.11189261702221331 0.11021034671621009 -0.10515072316518966 0.11738575386306237 0.00069833944952449865 0.10148226053934582 leaf_weight=0.17679319309536368 0.094989284873008728 0.17071294179186214 0.54304917011177267 0.3867499930784114 1.9654499262105665 0.18853127237525769 leaf_count=65 1 3 96 5 44 90 internal_value=-0.000326492 0.0601416 -0.00926733 0.0483722 -0.0222163 0.10563 internal_weight=3.52628 0.454233 3.07204 0.563543 2.5085 0.359244 internal_count=304 94 210 70 140 93 is_linear=0 shrinkage=0.1 Tree=83 num_leaves=6 num_cat=0 split_feature=5 1 4 7 5 split_gain=0.181876 0.465294 0.408346 2.43449e-05 2.9207e-06 threshold=-0.66964049406005766 -0.69383996479091581 -0.1708689440758209 -0.085976858237168427 -0.68765537565912749 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10016604014748083 0.11009989829235277 -0.076554776381521389 0.012279306904040461 -0.10296077977322411 -0.10135769273677081 leaf_weight=0.078744494036072865 0.37233253568410951 0.677728899172508 2.1880282463680478 0.062686634715646838 0.027839265007060021 leaf_count=74 3 87 133 3 4 internal_value=-0.000347968 0.00493435 -0.00872925 -0.101397 -0.100477 internal_weight=3.40736 3.23809 2.86576 0.16927 0.106584 internal_count=304 223 220 81 78 is_linear=0 shrinkage=0.1 Tree=84 num_leaves=6 num_cat=0 split_feature=3 6 0 4 4 split_gain=0.186634 0.497085 0.380064 0.552029 0.0182576 threshold=0.079722902282566677 -0.032265842850647805 -0.14435129243531772 -0.1708689440758209 0.18250610079715288 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.029260179584755425 -0.0099628050261094635 0.14636906770786592 -0.064908009393601973 0.12043497879181256 0.1011206192434333 leaf_weight=0.73240448746946674 0.91141451988369226 0.21643611788749673 0.96173393289791453 0.37120142532512534 0.15165768732549623 leaf_count=148 27 1 34 5 89 internal_value=-0.000362904 0.0296481 -0.0189552 0.0210903 0.127726 internal_weight=3.34485 1.27951 2.06534 1.10361 0.368094 internal_count=304 117 187 153 90 is_linear=0 shrinkage=0.1 Tree=85 num_leaves=6 num_cat=0 split_feature=4 7 2 4 5 split_gain=0.175961 0.307749 0.217673 0.289015 0.000545646 threshold=0.23050791325099604 -0.4578484674099686 -0.07368497493051078 -0.1708689440758209 0.25014370465667224 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.019752623306090358 -0.11008850164254957 0.10965864412935203 -0.046687490172187374 0.061761136044161669 0.10143220743849124 leaf_weight=1.1420706245698968 0.083242066204547882 0.16253311897162337 0.9977454502368347 0.70253759855404507 0.16000002113287337 leaf_count=170 1 3 22 18 90 internal_value=-0.000265777 0.0613352 -0.00905996 0.0112927 0.105578 internal_weight=3.24813 0.405775 2.84235 1.84461 0.322533 internal_count=304 94 210 188 93 is_linear=0 shrinkage=0.1 Tree=86 num_leaves=7 num_cat=0 split_feature=7 7 3 0 0 4 split_gain=0.284587 0.252124 0.487696 0.282165 7.46633e-05 1.40168e-05 threshold=0.61043996925116062 1.0000000180025095e-35 -0.40422938750974913 0.047249282782524438 -0.30378534772607707 0.23050791325099604 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.031710670623015746 0.10547425009545322 -0.0030941220564752372 0.082428076888476601 -0.094642630925533947 0.10242508125493227 0.10005474251845446 leaf_weight=0.83539334690431166 0.098064977675676346 0.84988655138295122 0.67832306132186238 0.55751695937942713 0.11496149655431498 0.031861831972491927 leaf_count=147 2 29 24 22 8 72 internal_value=-0.000210468 -0.0088913 0.0194369 -0.0393594 0.103338 0.101911 internal_weight=3.16601 2.92112 1.51372 1.4074 0.244888 0.146823 internal_count=304 222 171 51 82 80 is_linear=0 shrinkage=0.1 Tree=87 num_leaves=6 num_cat=0 split_feature=6 1 6 7 3 split_gain=0.166197 0.421243 0.341273 6.10667e-05 9.31865e-08 threshold=-0.64812689455630135 -0.69383996479091581 -0.25901273111296652 0.092994778074348403 -0.5041225888429558 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.1000824289231706 0.10807421541778371 -0.07359610893297544 0.011482389696912005 -0.10420998535079636 -0.10034025414009132 leaf_weight=0.046226193429902196 0.3497386649250992 0.61944149839109819 1.9738426423864428 0.08489546924829483 0.020120154833421444 leaf_count=59 5 95 133 3 9 internal_value=-0.000199908 0.00505388 -0.00883978 -0.102434 -0.100161 internal_weight=3.09426 2.94302 2.59328 0.151242 0.0663463 internal_count=304 233 228 71 68 is_linear=0 shrinkage=0.1 Tree=88 num_leaves=7 num_cat=0 split_feature=7 7 7 2 0 4 split_gain=0.262376 0.196987 0.646659 0.199954 7.14222e-05 1.00126e-05 threshold=0.61043996925116062 -0.053028105108688349 -0.06725597577780483 -0.07368497493051078 -0.30378534772607707 0.23050791325099604 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.023321174430003151 0.10530255573390873 -0.00039305055986704128 0.13279469742432767 -0.07446426589271439 0.10216650953495124 0.10004896614009931 leaf_weight=0.9745545495534319 0.095298212021589279 0.80752260773442686 0.36458750069141421 0.6642128014937041 0.10310740116983641 0.028502367218607105 leaf_count=167 2 29 2 24 8 72 internal_value=-0.000220254 -0.00857027 0.0191821 -0.0338223 0.103218 0.101708 internal_weight=3.03779 2.81088 1.33914 1.47174 0.226908 0.13161 internal_count=304 222 169 53 82 80 is_linear=0 shrinkage=0.1 Tree=89 num_leaves=7 num_cat=0 split_feature=4 7 7 7 3 5 split_gain=0.167534 0.268652 0.180771 0.41182 0.387013 0.000416478 threshold=0.23050791325099604 -0.4578484674099686 -0.64318520375766886 -0.06725597577780483 -0.35415665906368471 0.25014370465667224 decision_type=2 2 2 2 2 2 left_child=2 -2 4 -4 -1 -3 right_child=1 5 3 -5 -6 -7 leaf_value=-0.10040295712032454 -0.10865172072382315 0.10886209155383471 -0.10484539350199806 0.0021602011243186058 0.14100959488742651 0.10136835552403485 leaf_weight=0.09793961068498902 0.073287419974803925 0.14983597432728846 0.44716028211405601 1.8380486238747826 0.20624722540378648 0.14685171948804054 leaf_count=92 1 3 69 48 1 90 internal_value=-0.000144612 0.0628009 -0.00913832 -0.0187782 0.0632815 0.105153 internal_weight=2.95937 0.369975 2.5894 2.28521 0.304187 0.296688 internal_count=304 94 210 117 93 93 is_linear=0 shrinkage=0.1 Tree=90 num_leaves=6 num_cat=0 split_feature=4 7 2 6 5 split_gain=0.149527 0.241636 0.171008 0.259349 0.0003036 threshold=0.23050791325099604 -0.4578484674099686 -0.07368497493051078 -0.18543603044862059 0.25014370465667224 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.014738918824147577 -0.10776096398156716 0.10795099766819859 -0.044375767904578409 0.072744676462347654 0.10124010667544617 leaf_weight=1.1809174497320785 0.066833294928073883 0.1366628985852002 0.87072890449780982 0.47524023440200847 0.13303670071763918 leaf_count=177 1 3 22 11 90 internal_value=-0.000158547 0.0624591 -0.00849801 0.0103648 0.104641 internal_weight=2.86342 0.336533 2.52689 1.65616 0.2697 internal_count=304 94 210 188 93 is_linear=0 shrinkage=0.1 Tree=91 num_leaves=6 num_cat=0 split_feature=3 6 0 4 4 split_gain=0.146953 0.365103 0.278901 0.41451 0.00793273 threshold=0.079722902282566677 -0.032265842850647805 -0.14435129243531772 -0.1708689440758209 0.18250610079715288 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.028023152531432401 -0.0068781622838537384 0.13489911792040413 -0.062945979480083236 0.11464293130456378 0.10091066619781673 leaf_weight=0.62545149547804613 0.79770050966180861 0.19177685678005196 0.77152897955966204 0.30198397394269705 0.1069718412036309 leaf_count=148 27 1 34 5 89 internal_value=-0.000104824 0.0284358 -0.0185239 0.0184306 0.122729 internal_weight=2.79541 1.09645 1.69896 0.927435 0.298749 internal_count=304 117 187 153 90 is_linear=0 shrinkage=0.1 Tree=92 num_leaves=7 num_cat=0 split_feature=7 7 3 1 0 7 split_gain=0.23052 0.187058 0.350832 0.129253 5.07788e-05 7.05984e-06 threshold=0.61043996925116062 1.0000000180025095e-35 -0.40422938750974913 -1.0000000180025095e-35 -0.30378534772607707 1.9351296120757349 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.029871341760185612 0.10486650176203059 -0.0090661946502063207 0.074958197617317646 -0.074965269760153067 0.1011598530130976 0.1029090744729087 leaf_weight=0.6929895644570937 0.088187575340270996 0.72446187888272107 0.59195620205719057 0.50517950975336112 0.080284166266210266 0.032378375035477802 leaf_count=147 2 27 24 24 68 12 internal_value=-2.43435e-05 -0.00825885 0.0184221 -0.0361398 0.103069 0.101663 internal_weight=2.71544 2.51459 1.28495 1.22964 0.20085 0.112663 internal_count=304 222 171 51 82 80 is_linear=0 shrinkage=0.1 Tree=93 num_leaves=7 num_cat=0 split_feature=5 7 7 7 3 7 split_gain=0.146336 0.202484 0.161198 0.361152 0.316236 0.000251449 threshold=0.21938658973143133 -0.4578484674099686 -0.64318520375766886 -0.06725597577780483 -0.35415665906368471 -0.43493410727970733 decision_type=2 2 2 2 2 2 left_child=2 -2 4 -4 -1 -3 right_child=1 5 3 -5 -6 -7 leaf_value=-0.10033880022485085 -0.10635047034672374 0.10877170344978873 -0.10426038331393282 0.002167830827208977 0.13448761515596316 0.10182095464104562 leaf_weight=0.082014471074216999 0.056147053837776184 0.074139945209026337 0.39293252608331486 1.6909599283244452 0.19067710638046342 0.17464919527992595 leaf_count=92 1 1 69 46 1 94 internal_value=-4.16856e-06 0.0651809 -0.00843895 -0.0179 0.0638614 0.103892 internal_weight=2.66152 0.304936 2.35658 2.08389 0.272692 0.248789 internal_count=304 96 208 115 93 95 is_linear=0 shrinkage=0.1 Tree=94 num_leaves=6 num_cat=0 split_feature=4 7 2 4 5 split_gain=0.135617 0.184104 0.144102 0.240337 0.000196586 threshold=0.23050791325099604 -0.4578484674099686 -0.07368497493051078 -0.1708689440758209 0.25014370465667224 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.021216568869307215 -0.10570976982603418 0.1070450510505021 -0.043266171407170553 0.060540458179239635 0.10115123038438122 leaf_weight=0.94865192795987285 0.051096145063638687 0.12267196713946749 0.7707296219887213 0.57902195863425732 0.10505985240160953 leaf_count=170 1 3 22 18 90 internal_value=-2.42142e-05 0.0658363 -0.008014 0.00977114 0.104326 internal_weight=2.57723 0.278828 2.2984 1.52767 0.227732 internal_count=304 94 210 188 93 is_linear=0 shrinkage=0.1 Tree=95 num_leaves=6 num_cat=0 split_feature=2 0 2 4 1 split_gain=0.129069 0.30411 0.227161 0.20268 0.0889597 threshold=0.25921097520075126 0.56890632333913149 -0.07368497493051078 -0.1708689440758209 0.55828936960096809 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.019239004294995796 0.12251148479194662 -0.11196592251416806 -0.066124481440632252 0.056334840001006928 0.018430545445366885 leaf_weight=0.94192050324636556 0.24982289262698021 0.095449678599834442 0.54400401012389932 0.56938341548811877 0.11578516275039874 leaf_count=170 12 1 31 20 70 internal_value=1.4137e-05 0.0478314 -0.0107125 0.00923342 -0.0404911 internal_weight=2.51637 0.461058 2.05531 1.5113 0.211235 internal_count=304 83 221 190 71 is_linear=0 shrinkage=0.1 Tree=96 num_leaves=6 num_cat=0 split_feature=6 1 6 7 7 split_gain=0.126814 0.330618 0.249511 3.10249e-05 3.76922e-08 threshold=-0.64812689455630135 -0.69383996479091581 -0.25901273111296652 0.092994778074348403 -0.35218780680931994 decision_type=2 2 2 2 2 left_child=3 -2 -3 4 -1 right_child=1 2 -4 -5 -6 leaf_value=-0.10005537119766127 0.10178548342151872 -0.069723022885221392 0.010890237406321245 -0.10349117340821418 -0.10025729028405057 leaf_weight=0.030708633799804375 0.30711527261883054 0.5143493766809123 1.5144818486878642 0.07166406000033021 0.013226635099272577 leaf_count=59 5 95 133 3 9 internal_value=3.08874e-05 0.00509042 -0.00954684 -0.102208 -0.100116 internal_weight=2.45155 2.33595 2.02883 0.115599 0.0439353 internal_count=304 233 228 71 68 is_linear=0 shrinkage=0.1 Tree=97 num_leaves=6 num_cat=0 split_feature=7 2 2 0 3 split_gain=0.212641 0.142032 0.230384 4.96436e-05 5.02177e-06 threshold=0.61043996925116062 0.25921097520075126 -0.07368497493051078 -0.30378534772607707 1.0300957205221031 decision_type=2 2 2 2 2 left_child=1 2 -1 -2 -5 right_child=3 -3 -4 4 -6 leaf_value=0.00067723894669275743 0.10488181586699452 0.043685413386459176 -0.080419287222180877 0.10070225561660287 0.10218189946003449 leaf_weight=1.3218773431872253 0.088439453393220901 0.42140517488587637 0.4766116248792972 0.037892809588811249 0.058116390522627626 leaf_count=181 2 21 20 37 43 internal_value=2.389e-06 -0.0085699 -0.0208139 0.103172 0.101598 internal_weight=2.40434 2.21989 1.79849 0.184449 0.0960092 internal_count=304 222 201 82 80 is_linear=0 shrinkage=0.1 Tree=98 num_leaves=7 num_cat=0 split_feature=7 7 3 6 0 3 split_gain=0.19061 0.137604 0.254649 0.246975 3.639e-05 3.71037e-06 threshold=0.61043996925116062 -0.64318520375766886 -0.35415665906368471 -0.21053462460047698 -0.30378534772607707 1.0300957205221031 decision_type=2 2 2 2 2 2 left_child=1 2 -1 -3 -2 -6 right_child=4 3 -4 -5 5 -7 leaf_value=-0.10032430955808687 0.10439589241426322 -0.071179865379695173 0.12833521270050771 0.0065631187565744322 0.10063525998375344 0.10197155271380663 leaf_weight=0.067936191844637506 0.080376800149679184 0.58248533017467741 0.17204214632511217 1.369080143165774 0.034308497015444916 0.052688836076413281 leaf_count=92 2 81 1 48 37 43 internal_value=1.71129e-06 -0.007854 0.0636033 -0.0166409 0.102862 0.101445 internal_weight=2.35892 2.19154 0.239978 1.95157 0.167374 0.0869973 internal_count=304 222 93 129 82 80 is_linear=0 shrinkage=0.1 Tree=99 num_leaves=6 num_cat=0 split_feature=3 6 0 4 4 split_gain=0.117391 0.247764 0.216821 0.331077 0.00288463 threshold=0.079722902282566677 -0.032265842850647805 -0.14435129243531772 -0.1708689440758209 0.18250610079715288 decision_type=2 2 2 2 2 left_child=2 -2 3 -1 -3 right_child=1 4 -4 -5 -6 leaf_value=-0.029008881785531598 -0.0027158859077253926 0.12453381285070053 -0.060907666020483378 0.11184400207336256 0.10070396633754874 leaf_weight=0.49653508908522792 0.67494889011140913 0.15819415450096119 0.64159467985155072 0.25135299045359716 0.07482570712454617 leaf_count=148 27 1 34 5 89 internal_value=1.43832e-05 0.0279775 -0.0182583 0.0183295 0.116882 internal_weight=2.29745 0.907969 1.38948 0.747888 0.23302 internal_count=304 117 187 153 90 is_linear=0 shrinkage=0.1 end of trees feature_importances: Column_7=138 Column_4=87 Column_5=68 Column_3=64 Column_6=59 Column_0=43 Column_1=43 Column_2=35 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 100] [learning_rate: 0.1] [num_leaves: 31] [num_threads: 6] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: 3] [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: 400] [bagging_by_query: 0] [feature_fraction: 1] [feature_fraction_bynode: 1] [feature_fraction_seed: 30056] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 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: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: 1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null jJ&jK&jL&trainingjN&jO&KjP&jS&jV&RjY&]j[&Kj\&Nj]&Kj^&]j`&]jb&Kjc&]binary_loglossajf&]ajh&Nji&Kjj&}( boosting_typejcolsample_bytreeG? learning_rateG? max_depthKmin_child_samplesKmin_child_weightG?PbMmin_split_gainG num_leavesK random_stateK* reg_alphaG reg_lambdaG subsampleG?subsample_for_binJ@ subsample_freqK objectivebinarymetric]ja num_threadsKnum_iterationsKduubh}hjhKh}hjhNhNh}(j:hCRj:hCRj:hCRj:hCRuhKhK_classesh)}(hhhKhhhhi8R(KhNNNJJKtbhƈhKub E _n_classesK_leh)}(hh)}(hhhKhhhjhƈhKubh%h&ubfitted_ubej&j&)(h jqh(jrhHj{h\j͖hju}j&}sbj&h)}(hhhKhhhhU8R(KhNNNK KKtbhƈhKubColumn_0Column_1Column_2Column_3Column_4Column_5Column_6Column_7j&](j&j&j&j&j&ej&](KKKKKeh%h&ubj.L]j1L)}(j4Lj:hC 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